{ "suite": "store-actors", "profile": { "name": "store-actors", "subjectKind": "actor", "skills": { "find": { "label": "Found" }, "use": { "label": "Works" } }, "wrongSubjectLabel": "wrong-actor", "fixAreas": [ { "id": "input-schema", "label": "Input schema", "owner": "subject", "description": "The agent built wrong or missing Actor input (required fields missed, wrong types, wrong mode flags)." }, { "id": "readme-docs", "label": "README / docs", "owner": "subject", "description": "The agent misunderstood what the Actor does or which mode or sibling to use, although it read the Actor details." }, { "id": "output-format", "label": "Output format", "owner": "subject", "description": "The Actor returned data but the agent could not find or use the right fields, or the output did not match what the Actor promises." }, { "id": "error-messages", "label": "Error messages", "owner": "subject", "description": "The Actor failed or returned an error the agent could not act on." }, { "id": "discoverability", "label": "Store search / Actor selection", "owner": "store-search", "description": "The agent could not find, or picked the wrong, Actor in store search." }, { "id": "agent-or-model", "label": "Agent or model", "owner": "none", "description": "The Actor did its part; the failure is the agent's reasoning or the model." } ], "modelLabels": {} }, "projectId": "cmubaf44p00apvl07mmocug5q", "baseUrl": "https://langfuse.apify.dev", "generatedAt": "2026-10-21T04:36:31.569Z", "window": { "from": "2026-09-23T04:36:31.569Z", "to": "2026-10-21T04:36:31.569Z", "days": 28 }, "expected": [ { "id": "ai-web-scraper-discovery-climate-articles-three-sites", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "find", "title": "ai-web / find / climate-articles-three-sites", "tags": [ "family:generic-scrapers" ], "prompt": "I need recent articles about climate change from these 3 news sites, and I don't want to write any selectors or code, just describe what I need. From each site take up to 5 articles with article title, author name, and publication date. Sites are https://www.theguardian.com/environment/climate-crisis, https://www.bbc.com/news/science-environment and https://www.reuters.com/sustainability/climate-energy/. Report how many articles you got per site and show three examples. End your reply with exactly one line:\nActor: " }, { "id": "ai-web-scraper-usage-apify-store-first-page", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "use", "title": "ai-web / use / apify-store-first-page", "tags": [ "family:generic-scrapers" ], "prompt": "Using the apify/ai-web-scraper Actor, get the Actors listed on the first page of https://apify.com/store and give me each Actor's name, description, rating and number of users in a table. One page only, no crawling." }, { "id": "amazon-crawler-discovery-wireless-earbuds", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "find", "title": "amazon / find / wireless-earbuds", "tags": [ "family:amazon" ], "prompt": "Find the top 10 best-selling wireless earbuds on Amazon with their prices and ratings. End your reply with exactly one line:\nActor: " }, { "id": "amazon-crawler-usage-earbuds-search-url", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "use", "title": "amazon / use / earbuds-search-url", "tags": [ "family:amazon" ], "prompt": "Using the junglee/amazon-crawler Actor, scrape https://www.amazon.com/s?k=wireless+earbuds and report the top 10 products with price and rating." }, { "id": "amazon-reviews-scraper-discovery-product-complaints", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "find", "title": "amazon-reviews / find / product-complaints", "tags": [ "family:amazon" ], "prompt": "Get the 30 most helpful reviews for this Amazon product and tell me the top complaints and praises: https://www.amazon.com/dp/B0CWXNS552 End your reply with exactly one line:\nActor: " }, { "id": "amazon-reviews-scraper-usage-helpful-thirty", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "use", "title": "amazon-reviews / use / helpful-thirty", "tags": [ "family:amazon" ], "prompt": "Using the junglee/amazon-reviews-scraper Actor, pull the 30 most helpful reviews for https://www.amazon.com/dp/B0CWXNS552 and summarize the top 3 complaints and top 3 praises." }, { "id": "booking-scraper-discovery-amsterdam-hotels", "subject": "voyager/booking-scraper", "owner": "google", "skill": "find", "title": "booking / find / amsterdam-hotels", "tags": [], "prompt": "Get me 10 hotels in Amsterdam on Booking.com for two nights about a month from now. Which is cheapest? End your reply with exactly one line:\nActor: " }, { "id": "booking-scraper-usage-amsterdam-three-adults", "subject": "voyager/booking-scraper", "owner": "google", "skill": "use", "title": "booking / use / amsterdam-three-adults", "tags": [], "prompt": "Using the voyager/booking-scraper Actor, find 10 hotels in Amsterdam for a two-night stay starting about four weeks from today, for three adults. Report how many you retrieved, the cheapest nightly price, and the highest-rated property." }, { "id": "cheerio-scraper-discovery-ikea-static-catalog", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "find", "title": "cheerio / find / ikea-static-catalog", "tags": [ "family:generic-scrapers" ], "prompt": "I need product names and prices from IKEA's chest of drawers category https://www.ikea.com/gb/en/cat/chest-of-drawers-drawer-units-st004/. It's a large catalog page and I don't need JavaScript-rendered content, just what's in the server-rendered HTML, so I want something fast and lightweight rather than a full headless browser, since I'll be running this often. Run it against that first category page only and show me 10 results so I can check the extraction looks right before I scale it up. End your reply with exactly one line:\nActor: " }, { "id": "cheerio-scraper-usage-foyles-manga-two-hops", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "use", "title": "cheerio / use / foyles-manga-two-hops", "tags": [ "family:generic-scrapers" ], "prompt": "Run the apify/cheerio-scraper Actor on https://www.foyles.co.uk/category. From there follow the link to the manga category and get the books listed in it. Stop after 2 hops of following links and don't let it process more than 20 pages total. For each book page, get me the title and the price as a JSON object with title and price keys, and show me 5 of them." }, { "id": "contact-info-scraper-discovery-notion-website", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "find", "title": "contact-info / find / notion-website", "tags": [], "prompt": "find contact info for this website https://www.notion.so End your reply with exactly one line:\nActor: " }, { "id": "contact-info-scraper-usage-two-domains-shallow", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "use", "title": "contact-info / use / two-domains-shallow", "tags": [], "prompt": "Using the vdrmota/contact-info-scraper Actor, get contact details from https://www.apify.com and https://www.notion.so without crawling deeper than one level. Report emails and social profiles per domain." }, { "id": "crawler-google-places-discovery-miami-gyms", "subject": "compass/crawler-google-places", "owner": "google", "skill": "find", "title": "crawler-google-places / find / miami-gyms", "tags": [], "prompt": "Track and compare the top 20 gyms in Miami by rating, review count, and opening hours. End your reply with exactly one line:\nActor: " }, { "id": "crawler-google-places-usage-prague-coffee", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "tags": [], "prompt": "Using the compass/crawler-google-places Actor, find 10 highly-rated coffee shops in Prague with name, address, phone number, and rating. Report how many you retrieved and name the highest-rated one." }, { "id": "facebook-ads-scraper-discovery-nike-ad-library", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "find", "title": "facebook-ads / find / nike-ad-library", "tags": [ "family:facebook" ], "prompt": "What Facebook and Instagram ads is Nike currently running, according to Meta's public Ad Library? Look up ads for facebook.com/nike, limit it to 10 ads, and report how many active ads you found and one example body text from them. End your reply with exactly one line:\nActor: " }, { "id": "facebook-ads-scraper-usage-nike-last-30-days", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "use", "title": "facebook-ads / use / nike-last-30-days", "tags": [ "family:facebook" ], "prompt": "Using the apify/facebook-ads-scraper Actor, get the ads from the last 30 days in Meta's Ad Library for the Facebook page https://www.facebook.com/nike, limited to 20 results. Include the reach and spend data. Report how many ads you actually retrieved and one real ad's body text with reach data." }, { "id": "facebook-groups-scraper-discovery-public-group-posts", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "find", "title": "facebook-groups / find / public-group-posts", "tags": [ "family:facebook" ], "prompt": "Get the 3 most recent posts from the public Facebook group at https://www.facebook.com/groups/874728723021553 and report what each post is about. End your reply with exactly one line:\nActor: " }, { "id": "facebook-groups-scraper-usage-recent-activity", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "use", "title": "facebook-groups / use / recent-activity", "tags": [ "family:facebook" ], "prompt": "Using the apify/facebook-groups-scraper Actor, get 3 posts sorted by newest activity from the public Facebook group https://www.facebook.com/groups/874728723021553 and report each post's text and how many comments it has." }, { "id": "facebook-posts-scraper-discovery-nasa-page", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "find", "title": "facebook-posts / find / nasa-page", "tags": [], "prompt": "Get the 5 most recent posts from NASA's Facebook page (facebook.com/NASA) with each post's text and reaction count. End your reply with exactly one line:\nActor: " }, { "id": "facebook-posts-scraper-usage-nasa-engagement", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "use", "title": "facebook-posts / use / nasa-engagement", "tags": [], "prompt": "Using the apify/facebook-posts-scraper Actor, get the 5 most recent posts from https://www.facebook.com/NASA and report each post's first sentence and its reactions count." }, { "id": "google-maps-contact-details-discovery-toronto-roofers-emails", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "find", "title": "google-maps-contact-details / find / toronto-roofers-emails", "tags": [ "family:google-maps" ], "prompt": "Find emails for 10 roofing companies in Toronto from Google Maps. Tell me how many had an email. End your reply with exactly one line:\nActor: " }, { "id": "google-maps-contact-details-usage-toronto-roofers", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "use", "title": "google-maps-contact-details / use / toronto-roofers", "tags": [ "family:google-maps" ], "prompt": "Using the lukaskrivka/google-maps-with-contact-details Actor, get 10 roofing companies in Toronto with name, website, email, and social profiles. Say how many had an email." }, { "id": "google-maps-extractor-discovery-toronto-plumbers", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "find", "title": "google-maps-extractor / find / toronto-plumbers", "tags": [ "family:google-maps" ], "prompt": "Get me 15 plumbers in Toronto with name, address, phone, website, and rating. Just the listings, no reviews. End your reply with exactly one line:\nActor: " }, { "id": "google-maps-extractor-usage-toronto-plumbers", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "use", "title": "google-maps-extractor / use / toronto-plumbers", "tags": [ "family:google-maps" ], "prompt": "Using the compass/google-maps-extractor Actor, find 15 plumbers in Toronto and return name, address, phone number, and star rating for each. Say how many you got and name the highest-rated." }, { "id": "google-maps-reviews-discovery-ritz", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "find", "title": "google-maps-reviews / find / ritz", "tags": [], "prompt": "Summarize the main complaints and praises for the Ritz-Carlton in Chicago from its 30 most recent Google reviews. End your reply with exactly one line:\nActor: " }, { "id": "google-maps-reviews-usage-ritz-trend", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "use", "title": "google-maps-reviews / use / ritz-trend", "tags": [], "prompt": "Using the compass/google-maps-reviews-scraper Actor, pull the 30 most recent Google reviews of the Ritz-Carlton in Chicago, sorted newest first. Report the average star rating of the newest 15 versus the previous 15, and say whether the trend is up or down." }, { "id": "google-search-scraper-discovery-organic-results", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "tags": [ "family:google-search" ], "prompt": "Scrape Google Search results (organic results, titles, links, snippets) for the query \"apify web scraping\", first results page only. End your reply with exactly one line:\nActor: " }, { "id": "google-search-scraper-usage-ai-mode-addon", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "tags": [ "family:google-search" ], "prompt": "Using the apify/google-search-scraper Actor, get Google's AI Mode answer for \"best crm for small business\" in the UK. Report the answer text and how many sources it cited." }, { "id": "google-search-scraper-usage-german-serp", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "tags": [ "family:google-search" ], "prompt": "Using the apify/google-search-scraper Actor, get the first page of German Google results for \"elektroauto leasing\". Report how many organic results you got and the top three domains." }, { "id": "indeed-scraper-discovery-denver-marketing", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "find", "title": "indeed / find / denver-marketing", "tags": [], "prompt": "I am hiring a marketing coordinator in Denver, CO. Show me 10 similar postings on Indeed with salary and company ratings so I can benchmark our offer. End your reply with exactly one line:\nActor: " }, { "id": "indeed-scraper-usage-swe-skills", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "use", "title": "indeed / use / swe-skills", "tags": [], "prompt": "Using the misceres/indeed-scraper Actor, pull 20 current software engineer job postings with their full descriptions, and report the 5 skills mentioned most often across those descriptions." }, { "id": "instagram-hashtag-scraper-discovery-nasa-hashtag", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "find", "title": "instagram-hashtag / find / nasa-hashtag", "tags": [ "family:instagram" ], "prompt": "Find 5 Instagram posts tagged #nasa and report which accounts posted them and what the posts are about. End your reply with exactly one line:\nActor: " }, { "id": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "use", "title": "instagram-hashtag / use / nasa-keyword-reels", "tags": [ "family:instagram" ], "prompt": "Using the apify/instagram-hashtag-scraper Actor, get 5 Instagram reels based on keyword nasa and report each post's caption's first sentence and its like count." }, { "id": "instagram-post-scraper-discovery-natgeo-latest-post", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "find", "title": "instagram-post / find / natgeo-latest-post", "tags": [ "family:instagram" ], "prompt": "Get the most recent post from the Instagram profile @natgeo and report its caption's first sentence and how many comments it has. End your reply with exactly one line:\nActor: " }, { "id": "instagram-post-scraper-usage-natgeo-three-posts", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "use", "title": "instagram-post / use / natgeo-three-posts", "tags": [ "family:instagram" ], "prompt": "Using the apify/instagram-post-scraper Actor, get the 3 most recent posts from the Instagram profile @natgeo, skipping pinned posts, and report each post's caption's first sentence and its like count." }, { "id": "instagram-profile-scraper-discovery-natgeo-verified", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "find", "title": "instagram-profile / find / natgeo-verified", "tags": [ "family:instagram" ], "prompt": "Is the Instagram account @natgeo verified, and what does its bio say? End your reply with exactly one line:\nActor: " }, { "id": "instagram-profile-scraper-usage-natgeo-about-section", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "use", "title": "instagram-profile / use / natgeo-about-section", "tags": [ "family:instagram" ], "prompt": "Using the apify/instagram-profile-scraper Actor, look up the Instagram profile @natgeo and report its bio's first sentence, whether it's a business account and which country the account is from." }, { "id": "instagram-reel-scraper-discovery-natgeo-reels-shares", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "find", "title": "instagram-reel / find / natgeo-reels-shares", "tags": [ "family:instagram" ], "prompt": "Get the 3 most recent Instagram Reels posted by @natgeo and report each reel's caption's first sentence, its play count and how many times the reels were shared. End your reply with exactly one line:\nActor: " }, { "id": "instagram-reel-scraper-usage-natgeo-skip-pinned", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "use", "title": "instagram-reel / use / natgeo-skip-pinned", "tags": [ "family:instagram" ], "prompt": "Using the apify/instagram-reel-scraper Actor, get the 3 most recent Reels from the Instagram profile @natgeo, skipping any pinned reels, and report each reel's caption's first sentence, play count, and duration in seconds." }, { "id": "instagram-scraper-discovery-nasa-posts", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "tags": [], "prompt": "Get the 3 most recent posts from the Instagram profile @nasa. When you are done, reply with exactly two lines:\nActor: \nPosts: " }, { "id": "instagram-scraper-usage-engagement-nasa", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "tags": [], "prompt": "How engaged is the Instagram creator @nasa's audience compared to their follower count? Use the apify/instagram-scraper Actor to get their profile and their recent posts, then answer with: the follower count, the average likes per recent post, and one sentence interpreting the engagement level." }, { "id": "rag-web-browser-discovery-web-search-with-sources", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "find", "title": "rag-web-browser / find / web-search-with-sources", "tags": [ "family:generic-scrapers" ], "prompt": "Search the web for the 5 most popular James Bond movies by box office and give me the answer as clean text with the pages you used as sources. Don't answer from memory; fetch the live pages and quote them. End your reply with exactly one line:\nActor: " }, { "id": "rag-web-browser-usage-sf-startups-markdown", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "use", "title": "rag-web-browser / use / sf-startups-markdown", "tags": [ "family:generic-scrapers" ], "prompt": "Using the apify/rag-web-browser Actor, search Google for \"fastest growing startups in San Francisco 2026\" and return the top 5 results as Markdown, with each page's URL and a two-line summary of what it says." }, { "id": "tiktok-comments-scraper-discovery-video-top-comments", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "find", "title": "tiktok-comments / find / video-top-comments", "tags": [ "family:tiktok" ], "prompt": "Here's a TikTok video: https://www.tiktok.com/@apifylife/video/7332342275151760642. What are people saying in the comments? List the 5 most-liked ones. End your reply with exactly one line:\nActor: " }, { "id": "tiktok-comments-scraper-usage-top-level-only", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "use", "title": "tiktok-comments / use / top-level-only", "tags": [ "family:tiktok" ], "prompt": "Using the clockworks/tiktok-comments-scraper Actor, get the top 20 comments (no replies) from this TikTok video: https://www.tiktok.com/@apifylife/video/7332342275151760642, and report the 5 comments with the most likes." }, { "id": "tiktok-profile-scraper-discovery-apifylife-followers", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "find", "title": "tiktok-profile / find / apifylife-followers", "tags": [ "family:tiktok" ], "prompt": "How many followers does @apifylife have on TikTok, and what are their 5 most recent videos? End your reply with exactly one line:\nActor: " }, { "id": "tiktok-profile-scraper-usage-apifylife-latest-five", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "use", "title": "tiktok-profile / use / apifylife-latest-five", "tags": [ "family:tiktok" ], "prompt": "Using the clockworks/tiktok-profile-scraper Actor, scrape the TikTok profile @apifylife and report its follower count plus the 5 most recent videos with their play counts." }, { "id": "tiktok-scraper-discovery-cleantok", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "find", "title": "tiktok / find / cleantok", "tags": [], "prompt": "Pull the top 20 TikTok videos under the hashtag #cleantok and summarize what content is trending and how much engagement it gets. End your reply with exactly one line:\nActor: " }, { "id": "tiktok-scraper-usage-protein-coffee", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "use", "title": "tiktok / use / protein-coffee", "tags": [], "prompt": "Using the clockworks/tiktok-scraper Actor, search TikTok for \"protein coffee recipe\" videos and report the 10 with the most plays, including their play counts." }, { "id": "tripadvisor-discovery-barcelona-attractions", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "find", "title": "tripadvisor / find / barcelona-attractions", "tags": [], "prompt": "Compare the top 10 attractions in Barcelona by rating and number of reviews, using TripAdvisor data. End your reply with exactly one line:\nActor: " }, { "id": "tripadvisor-usage-rome-restaurants", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "use", "title": "tripadvisor / use / rome-restaurants", "tags": [], "prompt": "Using the maxcopell/tripadvisor Actor, find 10 top-rated restaurants in Rome with cuisine type, price range, and rating. Report how many you retrieved and name the top one with its rating." }, { "id": "web-scraper-discovery-waterstones-headless", "subject": "apify/web-scraper", "owner": "universe", "skill": "find", "title": "web / find / waterstones-headless", "tags": [ "family:generic-scrapers" ], "prompt": "I need product names and prices from https://www.waterstones.com/category/fiction/science-fiction-fantasy-horror. It's a large catalog site that needs JavaScript execution, so make sure to use a real browser. Run it against the first category page only and show me 10 results so I can check the extraction looks right before I scale it up. End your reply with exactly one line:\nActor: " }, { "id": "web-scraper-usage-coinmarketcap-top-ten", "subject": "apify/web-scraper", "owner": "universe", "skill": "use", "title": "web / use / coinmarketcap-top-ten", "tags": [ "family:generic-scrapers" ], "prompt": "Using the apify/web-scraper Actor, scrape https://coinmarketcap.com/ and give me the names and current prices of the top 10 cryptocurrencies by market cap listed there. One page only." }, { "id": "website-content-crawler-discovery-docs-knowledge-base", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "tags": [ "family:generic-scrapers" ], "prompt": "I want to build a knowledge base from a documentation website so I can later use it for RAG and AI search. Can you crawl the docs at https://docs.apify.com/academy and extract clean text or Markdown content from each page? Limit it to 20 pages so it doesn't run forever, and make sure whatever tool you use is meant for turning websites into LLM-ready text, not just retrieving raw HTML. Report how many pages you got and the titles of five of them. End your reply with exactly one line:\nActor: " }, { "id": "website-content-crawler-usage-platform-section-html", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "tags": [ "family:generic-scrapers" ], "prompt": "Use the apify/website-content-crawler Actor to crawl only the platform section of the Apify docs, https://docs.apify.com/platform, and nothing outside it. Cap it at 10 pages. I need the clean text of each page and also the full HTML of the pages you scraped. Report how many pages you got and confirm the HTML was saved." }, { "id": "youtube-scraper-discovery-espresso", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "find", "title": "youtube / find / espresso", "tags": [], "prompt": "Find the 10 most-viewed YouTube videos about home espresso machines published in the last month, with view counts and channel names. End your reply with exactly one line:\nActor: " }, { "id": "youtube-scraper-usage-espresso-engagement", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "use", "title": "youtube / use / espresso-engagement", "tags": [], "prompt": "Using the streamers/youtube-scraper Actor, get the top 5 YouTube search results for \"home espresso machine review\" and report each video's views, likes, and comment count." }, { "id": "youtube-shorts-scraper-discovery-mrbeast-popular", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "find", "title": "youtube-shorts / find / mrbeast-popular", "tags": [ "family:youtube" ], "prompt": "What are the 10 most popular Shorts on the MrBeast YouTube channel? End your reply with exactly one line:\nActor: " }, { "id": "youtube-shorts-scraper-usage-mrbeast-top-ten", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "use", "title": "youtube-shorts / use / mrbeast-top-ten", "tags": [ "family:youtube" ], "prompt": "Using the streamers/youtube-shorts-scraper Actor, get the 10 most popular Shorts from the MrBeast channel and report each one's view and like counts." }, { "id": "zillow-zip-search-discovery-scottsdale", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "find", "title": "zillow-zip-search / find / scottsdale", "tags": [], "prompt": "Find 10 homes currently for sale in ZIP code 85251 (Scottsdale, Arizona) priced under $800,000, with address and price for each. End your reply with exactly one line:\nActor: " }, { "id": "zillow-zip-search-usage-scottsdale", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "use", "title": "zillow-zip-search / use / scottsdale", "tags": [], "prompt": "Using the maxcopell/zillow-zip-search Actor, find homes for sale in ZIP code 85251 with a maximum price of $800,000, limited to 10 results. Report how many you retrieved and the cheapest one's address and price." } ], "observations": [ { "scenarioId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:00:47.839Z", "day": "2026-09-24", "traceId": "be59a1ebe1605fd09eadfb8344f5b076", "observationId": "fc8fb884b76a20bf", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/be59a1ebe1605fd09eadfb8344f5b076?observation=fc8fb884b76a20bf", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "use", "title": "youtube-shorts / use / mrbeast-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent listed all 10 MrBeast Shorts with their view and like counts in a clear table, fully grounded in the retrieved data.", "timestamp": "2026-09-24T04:18:37.486Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent listed all 10 MrBeast Shorts with their view and like counts in a clear table, fully grounded in the retrieved data.", "timestamp": "2026-09-24T04:18:37.450Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-24T04:18:37.410Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:18:37.372Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor selected, proper inputs provided, data correctly retrieved and reported, no errors, efficient plan, and task fully completed.", "timestamp": "2026-09-24T04:18:37.335Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-24T04:18:37.299Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent listed all 10 MrBeast Shorts with their view and like counts in a clear table, fully grounded in the retrieved data.", "timestamp": "2026-09-24T04:18:37.245Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve items — no redundant calls or retries.", "timestamp": "2026-09-24T04:18:37.206Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 24 numbers in the final answer were found in the Actor output, and the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-09-24T04:18:37.169Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed channels=[\"MrBeast\"], maxResultsShorts=10, and sortChannelShortsBy=\"POPULAR\" which matches the schema requirements and the task's intent.", "timestamp": "2026-09-24T04:18:37.135Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with streamers/youtube-shorts-scraper, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-09-24T04:18:37.081Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:02:02.836Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-24T04:02:02.791Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 24 numbers found in Actor output", "timestamp": "2026-09-24T04:02:02.743Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-24T04:02:02.706Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-24T04:02:02.664Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResultsShorts", "timestamp": "2026-09-24T04:02:02.625Z", "metadata": {} }, "check.sortPopular": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): sortChannelShortsBy", "timestamp": "2026-09-24T04:02:02.582Z", "metadata": {} }, "check.channelInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): channels[0]", "timestamp": "2026-09-24T04:02:02.539Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:02:02.498Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-09-24T04:02:02.455Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent listed all 10 MrBeast Shorts with their view and like counts in a clear table, fully grounded in the retrieved data." }, { "scenarioId": "youtube-scraper-usage-espresso-engagement", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:00:47.841Z", "day": "2026-09-24", "traceId": "2d5201df24a71593d91c41a1ed2a1221", "observationId": "028a1e16c02a3546", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2d5201df24a71593d91c41a1ed2a1221?observation=028a1e16c02a3546", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "use", "title": "youtube / use / espresso-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements.", "timestamp": "2026-09-24T04:18:29.260Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements.", "timestamp": "2026-09-24T04:18:29.224Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-24T04:18:29.184Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:18:29.147Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified and used the right actor, provided proper inputs, and reported grounded engagement data for all 5 videos.", "timestamp": "2026-09-24T04:18:29.109Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-24T04:18:29.045Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements.", "timestamp": "2026-09-24T04:18:29.007Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run actor, retrieve dataset items — no redundant calls.", "timestamp": "2026-09-24T04:18:28.967Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 13 numbers in the final answer were found in the Actor output, and the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-09-24T04:18:28.935Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries=[\"home espresso machine review\"] and maxResults=5, which are the correct input fields for this actor as confirmed by the input schema.", "timestamp": "2026-09-24T04:18:28.892Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with streamers/youtube-scraper, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-09-24T04:18:28.857Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:01:58.012Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-24T04:01:57.978Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 13 numbers found in Actor output", "timestamp": "2026-09-24T04:01:57.942Z", "metadata": {} }, "check.engagementFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-09-24T04:01:57.905Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-09-24T04:01:57.867Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-09-24T04:01:57.828Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:01:57.792Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-scraper", "timestamp": "2026-09-24T04:01:57.750Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-09-24T04:01:57.712Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements." }, { "scenarioId": "youtube-scraper-discovery-espresso", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:00:47.841Z", "day": "2026-09-24", "traceId": "b9ab0752f6efd0f20ce5d087be633e88", "observationId": "26e14a253648d5fb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b9ab0752f6efd0f20ce5d087be633e88?observation=26e14a253648d5fb", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "find", "title": "youtube / find / espresso", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-09-24T04:18:36.542Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-09-24T04:18:36.425Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "api-ninja/youtube-search-scraper", "comment": "Actors the agent ran: api-ninja/youtube-search-scraper", "timestamp": "2026-09-24T04:18:36.388Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-24T04:18:36.350Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:18:36.307Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-09-24T04:18:36.273Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent used the wrong actor (api-ninja/youtube-search-scraper instead of streamers/youtube-scraper) and the final answer does not contain 'streamers/youtube-scraper' as required by the deterministic checks, so the task was not completed correctly.", "timestamp": "2026-09-24T04:18:36.223Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search calls (one for 'YouTube videos', one for 'YouTube search scraper'), fetched actor details, had one failed call due to schema constraint, then one successful call and one dataset fetch — reasonably direct with only minor extra steps.", "timestamp": "2026-09-24T04:18:36.190Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'Field input.maxResults must be >= 20', the agent immediately retried with maxResults=20 and succeeded.", "timestamp": "2026-09-24T04:18:36.154Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned titles, view counts, and channel names in the final answer without inventing data.", "timestamp": "2026-09-24T04:18:36.116Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "After the first call failed due to maxResults<20, the agent corrected to maxResults=20 with uploadDate='month', sortBy='popularity', and videoDepthDetails='detailed', which are sensible inputs for the task.", "timestamp": "2026-09-24T04:18:36.076Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for YouTube scrapers and selected api-ninja/youtube-search-scraper instead of the intended streamers/youtube-scraper, which is a wrong actor choice per the deterministic check.", "timestamp": "2026-09-24T04:18:36.042Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:01:45.185Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-24T04:01:45.147Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): api-ninja/youtube-search-scraper run : CALL-FAILED", "timestamp": "2026-09-24T04:01:45.113Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"streamers/youtube-scraper\"", "timestamp": "2026-09-24T04:01:44.986Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-09-24T04:01:44.831Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "api-ninja/youtube-search-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper" }, { "scenarioId": "youtube-shorts-scraper-discovery-mrbeast-popular", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:00:47.841Z", "day": "2026-09-24", "traceId": "44e1e4a68dcd5d2a681d014261be4d08", "observationId": "4baa63235c284ca6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/44e1e4a68dcd5d2a681d014261be4d08?observation=4baa63235c284ca6", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "find", "title": "youtube-shorts / find / mrbeast-popular", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned all 10 most popular MrBeast Shorts with titles, view counts, likes, and URLs, and ended with the required 'Actor: streamers/youtube-shorts-scraper' line.", "timestamp": "2026-09-24T04:18:36.064Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned all 10 most popular MrBeast Shorts with titles, view counts, likes, and URLs, and ended with the required 'Actor: streamers/youtube-shorts-scraper' line.", "timestamp": "2026-09-24T04:18:36.021Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: streamers/youtube-shorts-scraper", "timestamp": "2026-09-24T04:18:35.988Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-24T04:18:35.945Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:18:35.912Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly found the right actor, used proper inputs, retrieved and utilized real data, and delivered a complete answer.", "timestamp": "2026-09-24T04:18:35.876Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned all 10 most popular MrBeast Shorts with titles, view counts, likes, and URLs, and ended with the required 'Actor: streamers/youtube-shorts-scraper' line.", "timestamp": "2026-09-24T04:18:35.840Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls in a logical sequence: search, fetch details, call actor, poll for completion, get results — no redundant steps.", "timestamp": "2026-09-24T04:18:35.805Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run returned only 9 items initially while still RUNNING, but the agent polled with get-actor-run and the run SUCCEEDED with 10 items retrieved in the final dataset fetch.", "timestamp": "2026-09-24T04:18:35.770Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned title, viewCount, likes, and url fields to populate the final answer, matching the preview data exactly.", "timestamp": "2026-09-24T04:18:35.733Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with channels=['MrBeast'], maxResultsShorts=10, and sortChannelShortsBy='POPULAR', which are all correct and well-formed inputs matching the schema.", "timestamp": "2026-09-24T04:18:35.696Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used streamers/youtube-shorts-scraper, the intended actor for this task, found via search-actors on the first search.", "timestamp": "2026-09-24T04:18:35.654Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:02:23.242Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-24T04:02:23.206Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{3,}/", "timestamp": "2026-09-24T04:02:23.169Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:02:23.079Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"streamers/youtube-shorts-scraper\"", "timestamp": "2026-09-24T04:02:23.039Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-09-24T04:02:22.961Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned all 10 most popular MrBeast Shorts with titles, view counts, likes, and URLs, and ended with the required 'Actor: streamers/youtube-shorts-scraper' line." }, { "scenarioId": "tiktok-scraper-usage-protein-coffee", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:00:47.842Z", "day": "2026-09-24", "traceId": "bebb40c558c8b434a86d769cf0313a01", "observationId": "205cab25fc07fec4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/bebb40c558c8b434a86d769cf0313a01?observation=205cab25fc07fec4", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "use", "title": "tiktok / use / protein-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the top 10 videos by play count with accurate play counts grounded in retrieved data, fulfilling the task completely.", "timestamp": "2026-09-24T04:18:26.153Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the top 10 videos by play count with accurate play counts grounded in retrieved data, fulfilling the task completely.", "timestamp": "2026-09-24T04:18:26.118Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-24T04:18:26.079Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:18:26.048Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, formed valid inputs, retrieved real data, and delivered a complete ranked list of 10 videos with verified play counts.", "timestamp": "2026-09-24T04:18:26.012Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-24T04:18:25.976Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the top 10 videos by play count with accurate play counts grounded in retrieved data, fulfilling the task completely.", "timestamp": "2026-09-24T04:18:25.940Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent fetched actor details once, ran the actor once, and retrieved dataset items once — a direct 3-call path with no redundancy, though it only fetched 12 of 30 items and still had enough to rank top 10.", "timestamp": "2026-09-24T04:18:25.905Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 10 play counts in the final answer were found in the actor output; the agent directly used the retrieved dataset items.", "timestamp": "2026-09-24T04:18:25.871Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries=[\"protein coffee recipe\"], searchSection=\"/video\", resultsPerPage=30, and videoSearchSorting=\"MOST_RELEVANT\" — all valid and appropriate inputs for the actor's schema.", "timestamp": "2026-09-24T04:18:25.834Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-24T04:18:25.798Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:01:51.255Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-09-24T04:01:51.215Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 10 numbers found in Actor output", "timestamp": "2026-09-24T04:01:51.181Z", "metadata": {} }, "check.plays": { "value": 1, "stringValue": null, "comment": "PASS (warn): 30 items ok", "timestamp": "2026-09-24T04:01:51.142Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:01:51.107Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-scraper", "timestamp": "2026-09-24T04:01:51.068Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-09-24T04:01:51.028Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the top 10 videos by play count with accurate play counts grounded in retrieved data, fulfilling the task completely." }, { "scenarioId": "tiktok-scraper-discovery-cleantok", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:00:47.842Z", "day": "2026-09-24", "traceId": "ae452000ee8288fb0718b28f5b0b4a60", "observationId": "9328d5963d507ebc", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ae452000ee8288fb0718b28f5b0b4a60?observation=9328d5963d507ebc", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "find", "title": "tiktok / find / cleantok", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-09-24T04:18:30.366Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-09-24T04:18:30.271Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "memo23/tiktok-hashtag-scraper", "comment": "Actors the agent ran: memo23/tiktok-hashtag-scraper", "timestamp": "2026-09-24T04:18:30.236Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-24T04:18:30.195Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:18:30.159Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-09-24T04:18:30.126Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent pulled 20 #cleantok videos, summarized trending content themes with real engagement data, and ended with 'Actor: memo23/tiktok-hashtag-scraper' as required, but used the wrong actor (rightActor: FAIL, namedActor: FAIL per deterministic checks).", "timestamp": "2026-09-24T04:18:30.090Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent performed 4 tool calls in a logical sequence: search, fetch details, run actor, get results — no redundant steps.", "timestamp": "2026-09-24T04:18:30.050Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 dataset items and used real engagement numbers (e.g., 53.4M views, 5.2M likes) and actual video descriptions to build the summary.", "timestamp": "2026-09-24T04:18:30.011Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed hashtags:[\"cleantok\"] and maxResultsPerHashtag:20 to the actor, which are well-formed and correct for the task.", "timestamp": "2026-09-24T04:18:29.974Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task, though it selected memo23/tiktok-hashtag-scraper instead of the intended clockworks/tiktok-scraper.", "timestamp": "2026-09-24T04:18:29.877Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:01:55.780Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-24T04:01:55.739Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:01:55.700Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-scraper\"", "timestamp": "2026-09-24T04:01:55.661Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-09-24T04:01:55.617Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "memo23/tiktok-hashtag-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper" }, { "scenarioId": "tiktok-profile-scraper-usage-apifylife-latest-five", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:01:45.465Z", "day": "2026-09-24", "traceId": "5d003fa4d8a351ef872fd4059cd2db86", "observationId": "fd1eb84e722d490e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5d003fa4d8a351ef872fd4059cd2db86?observation=fd1eb84e722d490e", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "use", "title": "tiktok-profile / use / apifylife-latest-five", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer reports the follower count (193) and all 5 most recent videos with their play counts, all grounded in the actual Actor output as confirmed by the deterministic checks.", "timestamp": "2026-09-24T04:18:25.940Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer reports the follower count (193) and all 5 most recent videos with their play counts, all grounded in the actual Actor output as confirmed by the deterministic checks.", "timestamp": "2026-09-24T04:18:25.901Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-24T04:18:25.863Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:18:25.825Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified the right Actor, used proper inputs, retrieved real data, and reported accurate results including follower count and 5 videos with play counts.", "timestamp": "2026-09-24T04:18:25.785Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-24T04:18:25.717Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports the follower count (193) and all 5 most recent videos with their play counts, all grounded in the actual Actor output as confirmed by the deterministic checks.", "timestamp": "2026-09-24T04:18:25.680Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls in a logical sequence: fetch details, run actor, poll for completion, retrieve results — no redundant steps.", "timestamp": "2026-09-24T04:18:25.641Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 13 numbers in the final answer were found in the Actor output; the agent used actual dataset fields (authorMeta.fans, playCount, createTimeISO, text) from the retrieved items.", "timestamp": "2026-09-24T04:18:25.605Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called clockworks/tiktok-profile-scraper with profiles=['apifylife'], profileSorting='latest', resultsPerPage=5, which matches the task requirements perfectly.", "timestamp": "2026-09-24T04:18:25.564Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for the task.", "timestamp": "2026-09-24T04:18:25.523Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:03:03.164Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-24T04:03:03.120Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 13 numbers found in Actor output", "timestamp": "2026-09-24T04:03:03.069Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-09-24T04:03:03.027Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-09-24T04:03:02.993Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsPerPage", "timestamp": "2026-09-24T04:03:02.952Z", "metadata": {} }, "check.profileInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): profiles[0]", "timestamp": "2026-09-24T04:03:02.912Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:03:02.846Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-09-24T04:03:02.790Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer reports the follower count (193) and all 5 most recent videos with their play counts, all grounded in the actual Actor output as confirmed by the deterministic checks." }, { "scenarioId": "tiktok-profile-scraper-discovery-apifylife-followers", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:01:51.428Z", "day": "2026-09-24", "traceId": "f9f93d40398e9990fa4aa87444d72b0e", "observationId": "51ff4b54083450b0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f9f93d40398e9990fa4aa87444d72b0e?observation=51ff4b54083450b0", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "find", "title": "tiktok-profile / find / apifylife-followers", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used renzomacar/tiktok-scraper; expected clockworks/tiktok-profile-scraper", "timestamp": "2026-09-24T04:18:20.865Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used renzomacar/tiktok-scraper; expected clockworks/tiktok-profile-scraper", "timestamp": "2026-09-24T04:18:20.775Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "renzomacar/tiktok-scraper", "comment": "Actors the agent ran: renzomacar/tiktok-scraper", "timestamp": "2026-09-24T04:18:20.711Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-24T04:18:20.675Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:18:20.635Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used renzomacar/tiktok-scraper; expected clockworks/tiktok-profile-scraper", "timestamp": "2026-09-24T04:18:20.598Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer provides follower count and 5 recent videos with engagement data grounded in retrieved results, and ends with 'Actor: renzomacar/tiktok-scraper' as required, but the namedActor check FAILs because the wrong actor was used and named.", "timestamp": "2026-09-24T04:18:20.561Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used a direct 4-step path: search, fetch details, call actor, get results — no redundant calls or backtracking.", "timestamp": "2026-09-24T04:18:20.484Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent accurately reported the follower count (193) and the 5 most recent videos with their descriptions, dates, and engagement metrics directly from the dataset items returned by the actor.", "timestamp": "2026-09-24T04:18:20.449Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly passed the profile URL 'https://www.tiktok.com/@apifylife' and set maxPostsPerProfile to 5, which are well-formed inputs for the chosen actor.", "timestamp": "2026-09-24T04:18:20.378Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose renzomacar/tiktok-scraper instead of the intended clockworks/tiktok-profile-scraper; the rightActor check is FAIL, meaning the wrong actor was selected despite the search returning multiple options.", "timestamp": "2026-09-24T04:18:20.340Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:02:57.378Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-24T04:02:57.340Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{2,}/", "timestamp": "2026-09-24T04:02:57.304Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:02:57.262Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-profile-scraper\"", "timestamp": "2026-09-24T04:02:57.184Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used renzomacar/tiktok-scraper; expected clockworks/tiktok-profile-scraper", "timestamp": "2026-09-24T04:02:57.101Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "renzomacar/tiktok-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used renzomacar/tiktok-scraper; expected clockworks/tiktok-profile-scraper" }, { "scenarioId": "tiktok-comments-scraper-usage-top-level-only", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:01:55.816Z", "day": "2026-09-24", "traceId": "f1640e9b8892ff05c9bcfb60b0051fe2", "observationId": "479fdc6bfb3856f8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f1640e9b8892ff05c9bcfb60b0051fe2?observation=479fdc6bfb3856f8", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "use", "title": "tiktok-comments / use / top-level-only", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly identified and reported the 5 highest-liked comments with their text, like counts, and usernames, all grounded in the retrieved data.", "timestamp": "2026-09-24T04:18:20.470Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly identified and reported the 5 highest-liked comments with their text, like counts, and usernames, all grounded in the retrieved data.", "timestamp": "2026-09-24T04:18:20.429Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-24T04:18:20.353Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:18:20.309Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The cap warning (commentsPerPost undefined) is minor since topLevelCommentsPerPost:20 achieved the correct 20-item result, and the final answer is fully grounded and correct.", "timestamp": "2026-09-24T04:18:20.275Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-24T04:18:20.235Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and reported the 5 highest-liked comments with their text, like counts, and usernames, all grounded in the retrieved data.", "timestamp": "2026-09-24T04:18:20.197Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run the actor, retrieve dataset items — no redundant calls.", "timestamp": "2026-09-24T04:18:20.158Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 11 numbers in the final answer were found in the Actor output, and the agent directly used the retrieved diggCount values to rank and report the top 5 comments.", "timestamp": "2026-09-24T04:18:20.121Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used topLevelCommentsPerPost:20 and maxRepliesPerComment:0, which correctly limits to top-level comments; however, the deterministic check shows commentsPerPost was undefined (cap FAIL), though topLevelCommentsPerPost:20 was used as an alternative field that achieved the correct result of 20 items.", "timestamp": "2026-09-24T04:18:20.080Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with clockworks/tiktok-comments-scraper, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-09-24T04:18:20.042Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:02:35.151Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-24T04:02:35.115Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 11 numbers found in Actor output", "timestamp": "2026-09-24T04:02:35.078Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-09-24T04:02:35.036Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-09-24T04:02:34.999Z", "metadata": {} }, "check.noReplies": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxRepliesPerComment", "timestamp": "2026-09-24T04:02:34.960Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): clockworks/tiktok-comments-scraper: commentsPerPost = undefined (expected lte 20)", "timestamp": "2026-09-24T04:02:34.918Z", "metadata": {} }, "check.videoUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): postURLs[0]", "timestamp": "2026-09-24T04:02:34.881Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:02:34.804Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-09-24T04:02:34.727Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "PASS: The agent correctly identified and reported the 5 highest-liked comments with their text, like counts, and usernames, all grounded in the retrieved data." }, { "scenarioId": "tiktok-comments-scraper-discovery-video-top-comments", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:01:58.043Z", "day": "2026-09-24", "traceId": "f36d35bc54973cf5d2c3d6ea1dfb1737", "observationId": "f068fed4dd1d56bb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f36d35bc54973cf5d2c3d6ea1dfb1737?observation=f068fed4dd1d56bb", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "find", "title": "tiktok-comments / find / video-top-comments", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apidojo/tiktok-comments-scraper; expected clockworks/tiktok-comments-scraper", "timestamp": "2026-09-24T04:18:17.340Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apidojo/tiktok-comments-scraper; expected clockworks/tiktok-comments-scraper", "timestamp": "2026-09-24T04:18:17.255Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apidojo/tiktok-comments-scraper", "comment": "Actors the agent ran: apidojo/tiktok-comments-scraper", "timestamp": "2026-09-24T04:18:17.216Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-24T04:18:17.174Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:18:17.080Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apidojo/tiktok-comments-scraper; expected clockworks/tiktok-comments-scraper", "timestamp": "2026-09-24T04:18:16.881Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent used the wrong actor (apidojo instead of clockworks), and the top comment listed (#1 with 367,698 likes) does not appear in the retrieved dataset preview, indicating fabricated data; the answer is therefore not reliably grounded in retrieved data.", "timestamp": "2026-09-24T04:18:16.774Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch details, call actor, get dataset) which is a direct and efficient path for this task.", "timestamp": "2026-09-24T04:18:16.674Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent used the dataset items returned by get-dataset-items to list comments with their like counts; however, comment #1 ('70.M on Bella Poarch' with 367,698 likes by @dontfalowvhickmenstudio) does not appear in the dataset preview, suggesting the agent may have invented or hallucinated that entry.", "timestamp": "2026-09-24T04:18:16.576Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct TikTok video URL in startUrls and set maxItems to 100, which are well-formed inputs for apidojo/tiktok-comments-scraper.", "timestamp": "2026-09-24T04:18:16.471Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for 'TikTok comments' actors and found clockworks/tiktok-comments-scraper as the first result, but chose the second result apidojo/tiktok-comments-scraper instead, which is a wrong sibling actor per the deterministic check (rightActor: FAIL).", "timestamp": "2026-09-24T04:18:16.428Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:02:35.220Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-24T04:02:35.183Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-09-24T04:02:35.147Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:02:35.104Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-comments-scraper\"", "timestamp": "2026-09-24T04:02:35.020Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apidojo/tiktok-comments-scraper; expected clockworks/tiktok-comments-scraper", "timestamp": "2026-09-24T04:02:34.975Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apidojo/tiktok-comments-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apidojo/tiktok-comments-scraper; expected clockworks/tiktok-comments-scraper" }, { "scenarioId": "indeed-scraper-usage-swe-skills", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:02:02.876Z", "day": "2026-09-24", "traceId": "cb1b9848b532248af661dd82cd40191c", "observationId": "18c4c4e6f7cf0c0f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/cb1b9848b532248af661dd82cd40191c?observation=18c4c4e6f7cf0c0f", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "use", "title": "indeed / use / swe-skills", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check shape: answer does not match /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-09-24T04:18:16.279Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check shape: answer does not match /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-09-24T04:18:16.172Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-24T04:18:16.136Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:18:16.091Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check shape: answer does not match /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-09-24T04:18:16.047Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-24T04:18:16.006Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns before producing a final answer with the top 5 skills; the last message is just 'Now let me analyze...' with no final summary presented to the user, and the shape check FAIL confirms no skill names like python/aws/sql appeared in the answer.", "timestamp": "2026-09-24T04:18:15.964Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made multiple redundant attempts to read the file (three Read calls with different limits all failing), and multiple failed Python heredoc attempts before finding a working grep approach, showing inefficiency.", "timestamp": "2026-09-24T04:18:15.923Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the dataset file was too large to read directly, the agent pivoted to using Bash/grep commands to analyze the content, and when Python heredoc failed due to brace expansion issues, it tried alternative approaches including writing a script file.", "timestamp": "2026-09-24T04:18:15.876Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the actual dataset items from the file and ran grep/bash analysis on the real description text to count skill mentions, grounding the analysis in retrieved data.", "timestamp": "2026-09-24T04:18:15.836Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The actor was called with position='software engineer', maxItemsPerSearch=20, country='US', but the deterministic check shows cap FAIL because maxItems=undefined — the field is actually 'maxItemsPerSearch' which was set to 20, yet the harness flagged it as undefined, suggesting the parameter name may not have been recognized correctly by the actor's input schema validation.", "timestamp": "2026-09-24T04:18:15.783Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, Bash, Read, and Write tools appropriate for scraping and analyzing job postings.", "timestamp": "2026-09-24T04:18:15.735Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:03:38.798Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape", "timestamp": "2026-09-24T04:03:38.740Z", "metadata": {} }, "check.descriptions": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-09-24T04:03:38.701Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-09-24T04:03:38.665Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): misceres/indeed-scraper: maxItems = undefined (expected lte 20)", "timestamp": "2026-09-24T04:03:38.614Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:03:38.499Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used misceres/indeed-scraper", "timestamp": "2026-09-24T04:03:38.457Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-09-24T04:03:38.365Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap", "shape" ], "judgeComment": "FAIL: check shape: answer does not match /(python|aws|sql|java|docker|react|kubernetes)/" }, { "scenarioId": "indeed-scraper-discovery-denver-marketing", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:02:23.284Z", "day": "2026-09-24", "traceId": "bfc88f9a64c45d3c2e16b74aa4a0fddc", "observationId": "219da65b5325d64b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/bfc88f9a64c45d3c2e16b74aa4a0fddc?observation=219da65b5325d64b", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "find", "title": "indeed / find / denver-marketing", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used curious_coder/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-09-24T04:18:10.526Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used curious_coder/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-09-24T04:18:10.444Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "curious_coder/indeed-scraper", "comment": "Actors the agent ran: curious_coder/indeed-scraper", "timestamp": "2026-09-24T04:18:10.410Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-24T04:18:10.374Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-24T04:18:10.334Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used curious_coder/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-09-24T04:18:10.296Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned 10 Indeed postings with salaries and company ratings from the Denver area and ended with 'Actor: curious_coder/indeed-scraper', fulfilling the task requirements, though it used the wrong actor (namedActor: FAIL) and the results include non-marketing-coordinator roles like 'Dean of Business School' and 'SEO Strategist'.", "timestamp": "2026-09-24T04:18:10.255Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search, fetch details, run actor, get results) with no redundant steps — a direct and efficient path.", "timestamp": "2026-09-24T04:18:10.174Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items with salary and company rating fields and accurately presented them in a formatted table matching the tool result preview data.", "timestamp": "2026-09-24T04:18:10.130Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed well-formed inputs: country='us', query='marketing coordinator', location='Denver, CO', radiusKm=50, count=10 — all valid fields per the schema fetched from fetch-actor-details.", "timestamp": "2026-09-24T04:18:10.036Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task. However, it selected curious_coder/indeed-scraper instead of the intended misceres/indeed-scraper (rightActor: FAIL), though the chosen actor did succeed and return relevant data.", "timestamp": "2026-09-24T04:18:09.951Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:03:14.327Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-24T04:03:14.293Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:03:14.216Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"misceres/indeed-scraper\"", "timestamp": "2026-09-24T04:03:14.182Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used curious_coder/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-09-24T04:03:14.098Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "curious_coder/indeed-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used curious_coder/indeed-scraper; expected misceres/indeed-scraper" }, { "scenarioId": "amazon-reviews-scraper-usage-helpful-thirty", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:02:35.183Z", "day": "2026-09-24", "traceId": "d1e9df5130aaf95db5e288a9d40eb8a2", "observationId": "36b4a3984fff72a7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d1e9df5130aaf95db5e288a9d40eb8a2?observation=36b4a3984fff72a7", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "use", "title": "amazon-reviews / use / helpful-thirty", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-09-24T04:18:10.673Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-09-24T04:18:10.591Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-24T04:18:10.555Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-24T04:18:10.519Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED; check productUrl: junglee/amazon-reviews-scraper: productUrls[0].url = undefined (expected regex \"B0CWXNS552\")", "timestamp": "2026-09-24T04:18:10.477Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-24T04:18:10.440Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered 3 complaints and 3 praises grounded in actual review data, though only 10 reviews were retrieved instead of 30 due to free tier limits, and one complaint (audio alert not loud enough) appears to be partially inferred rather than directly stated in the previewed reviews.", "timestamp": "2026-09-24T04:18:10.399Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: fetch-actor-details, two call-actor attempts (one failed due to wrong input format), and get-dataset-items — a reasonable path with only one wasted call due to the input error.", "timestamp": "2026-09-24T04:18:10.361Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "After the first call failed with 'must be object' validation error, the agent immediately corrected the input format to use objects with 'url' property and successfully ran the actor on the second attempt.", "timestamp": "2026-09-24T04:18:10.274Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items and grounded its summary in actual review text (e.g., citing the remote camping reviewer, the precision finding feature, and battery life from the actual reviews returned).", "timestamp": "2026-09-24T04:18:10.239Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call passed productUrls as a plain string array instead of an array of objects with 'url' property, causing CALL-FAILED. The second call correctly used [{\"url\": \"https://www.amazon.com/dp/B0CWXNS552\"}] and succeeded.", "timestamp": "2026-09-24T04:18:10.198Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-reviews-scraper, which is the exact actor named in the prompt.", "timestamp": "2026-09-24T04:18:10.159Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:03:25.435Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, productUrl", "timestamp": "2026-09-24T04:03:25.397Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-09-24T04:03:25.325Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-24T04:03:25.290Z", "metadata": {} }, "check.sortHelpful": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): sort", "timestamp": "2026-09-24T04:03:25.248Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxReviews", "timestamp": "2026-09-24T04:03:25.210Z", "metadata": {} }, "check.productUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper: productUrls[0].url = undefined (expected regex \"B0CWXNS552\")", "timestamp": "2026-09-24T04:03:25.173Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-09-24T04:03:25.098Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-09-24T04:03:24.991Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "productUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED" }, { "scenarioId": "amazon-reviews-scraper-discovery-product-complaints", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:02:35.254Z", "day": "2026-09-24", "traceId": "94f240a8018df683c4036ca2b44a74e3", "observationId": "145f7d2dd4ca927f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/94f240a8018df683c4036ca2b44a74e3?observation=145f7d2dd4ca927f", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "find", "title": "amazon-reviews / find / product-complaints", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-09-24T04:18:03.889Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-09-24T04:18:03.806Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: junglee/amazon-reviews-scraper", "timestamp": "2026-09-24T04:18:03.770Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-24T04:18:03.732Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-24T04:18:03.690Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The agent set maxReviews=30 but only received 10 items due to account tier limitations (statusMessage: 'Here are your 10 Amazon reviews. To upgrade...'). The agent did not acknowledge this shortfall to the user and presented the analysis as if it were based on 30 reviews, which is a reasoning failure rather than an Actor or tooling issue.", "timestamp": "2026-09-24T04:18:03.642Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task asked for 30 most helpful reviews but only 10 were retrieved (plan limit hit due to account tier), and the agent summarized complaints and praises from those 10 reviews without explicitly noting the shortfall of 20 reviews; the answer is grounded in real data but does not fulfill the '30 reviews' requirement.", "timestamp": "2026-09-24T04:18:03.602Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: search, fetch-details, failed call, corrected call, and get-dataset-items — a reasonable path with only one extra call due to input correction.", "timestamp": "2026-09-24T04:18:03.560Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'must be object' validation error, the agent immediately corrected the productUrls format from strings to objects and resubmitted successfully.", "timestamp": "2026-09-24T04:18:03.518Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 reviews and directly cited specific review content (e.g., the camping/remote area complaint, wallet bulkiness, speaker loudness) that matches the scraped dataset items shown in the tool result preview.", "timestamp": "2026-09-24T04:18:03.479Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed because productUrls was passed as an array of strings instead of objects; the agent corrected this on the second call using [{\"url\": \"...\"}] format, which succeeded.", "timestamp": "2026-09-24T04:18:03.443Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-reviews-scraper, the intended actor for extracting Amazon product reviews.", "timestamp": "2026-09-24T04:18:03.407Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:03:25.896Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-24T04:03:25.856Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-09-24T04:03:25.820Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-reviews-scraper\"", "timestamp": "2026-09-24T04:03:25.779Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-09-24T04:03:25.733Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "amazon-crawler-usage-earbuds-search-url", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:02:57.410Z", "day": "2026-09-24", "traceId": "f122cf1fe5977b0b808ea928912107e8", "observationId": "efe4d199910542d7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f122cf1fe5977b0b808ea928912107e8?observation=efe4d199910542d7", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "use", "title": "amazon / use / earbuds-search-url", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-09-24T04:18:00.770Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-09-24T04:18:00.650Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-24T04:18:00.607Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-24T04:18:00.540Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED; check searchUrl: junglee/amazon-crawler: categoryOrProductUrls[0].url = undefined (expected regex \"amazon\\\\.com/s\\\\?k=wireless\\\\+earbuds\")", "timestamp": "2026-09-24T04:18:00.502Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-24T04:18:00.460Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent successfully scraped and reported all 10 wireless earbud products with prices (e.g., $15.54, $139.99) and ratings (e.g., 4.3, 5.0) as required by the task.", "timestamp": "2026-09-24T04:18:00.426Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra failed call due to the wrong input format, but otherwise the plan was direct: fetch details, call actor, get dataset items — only 4 tool calls total including the failed one.", "timestamp": "2026-09-24T04:18:00.389Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with input validation error, the agent correctly identified the issue (URLs needed to be objects with a 'url' property) and fixed the input format on the second attempt, which succeeded.", "timestamp": "2026-09-24T04:18:00.350Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items from datasetId UmxgrdwGMGbh2bzNH and directly used the title, price.value, price.currency, stars, and reviewsCount fields in the final answer table.", "timestamp": "2026-09-24T04:18:00.312Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call-actor attempt passed categoryOrProductUrls as a plain string array instead of an array of objects with 'url' property, causing CALL-FAILED. The second attempt correctly used [{\"url\": \"https://www.amazon.com/s?k=wireless+earbuds\"}] with maxItemsPerStartUrl:10, which succeeded.", "timestamp": "2026-09-24T04:18:00.271Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected junglee/amazon-crawler and used fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-09-24T04:18:00.231Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:03:45.512Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, searchUrl", "timestamp": "2026-09-24T04:03:45.474Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-09-24T04:03:45.439Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-24T04:03:45.410Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-24T04:03:45.376Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxItemsPerStartUrl", "timestamp": "2026-09-24T04:03:45.340Z", "metadata": {} }, "check.searchUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler: categoryOrProductUrls[0].url = undefined (expected regex \"amazon\\\\.com/s\\\\?k=wireless\\\\+earbuds\")", "timestamp": "2026-09-24T04:03:45.271Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-09-24T04:03:45.234Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-crawler", "timestamp": "2026-09-24T04:03:45.129Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "searchUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED" }, { "scenarioId": "amazon-crawler-discovery-wireless-earbuds", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:03:03.197Z", "day": "2026-09-24", "traceId": "4bafa7b793a254e2b6ff9adde947ab98", "observationId": "3935ff63a915acee", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4bafa7b793a254e2b6ff9adde947ab98?observation=3935ff63a915acee", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "find", "title": "amazon / find / wireless-earbuds", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used junglee/amazon-bestsellers, powerai/amazon-product-search-scraper; expected junglee/amazon-crawler", "timestamp": "2026-09-24T04:17:59.210Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used junglee/amazon-bestsellers, powerai/amazon-product-search-scraper; expected junglee/amazon-crawler", "timestamp": "2026-09-24T04:17:59.117Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "junglee/amazon-bestsellers", "comment": "Actors the agent ran: junglee/amazon-bestsellers, powerai/amazon-product-search-scraper", "timestamp": "2026-09-24T04:17:59.080Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-24T04:17:59.043Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:17:59.007Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used junglee/amazon-bestsellers, powerai/amazon-product-search-scraper; expected junglee/amazon-crawler", "timestamp": "2026-09-24T04:17:58.967Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns without ever presenting a final list of top 10 wireless earbuds with prices and ratings, and the answer does not contain the required Actor attribution line or price data in the required format.", "timestamp": "2026-09-24T04:17:58.933Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 6 actor runs (expected at most 3), including two failed powerai calls due to correctable input errors and multiple bestsellers runs with wrong category URLs, making the path inefficient.", "timestamp": "2026-09-24T04:17:58.894Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first bestsellers run returned 0 items, the agent tried a different URL; when powerai failed with input validation errors, the agent corrected the sort_by value and then the maxResults, eventually getting a successful run, showing reasonable error recovery.", "timestamp": "2026-09-24T04:17:58.856Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved 49 items from the bestsellers run and 20 items from powerai, but the conversation ended mid-run without the agent fetching and presenting the powerai dataset items or composing a final answer.", "timestamp": "2026-09-24T04:17:58.823Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first bestsellers run used an invalid category URL that returned 0 items; the second run used a generic electronics URL rather than a wireless earbuds category; the powerai actor had two failed calls before succeeding due to invalid sort_by value and maxResults below minimum.", "timestamp": "2026-09-24T04:17:58.789Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent found junglee/amazon-crawler (the intended actor) in the very first search but chose junglee/amazon-bestsellers and powerai/amazon-product-search-scraper instead, missing the correct actor.", "timestamp": "2026-09-24T04:17:58.753Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:07:01.645Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, shape", "timestamp": "2026-09-24T04:07:01.607Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\d+[.,]\\d{2}/", "timestamp": "2026-09-24T04:07:01.564Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 6 Actor run(s), expected at most 3", "timestamp": "2026-09-24T04:07:01.519Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"junglee/amazon-crawler\"", "timestamp": "2026-09-24T04:07:01.437Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used junglee/amazon-bestsellers, powerai/amazon-product-search-scraper; expected junglee/amazon-crawler", "timestamp": "2026-09-24T04:07:01.358Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "junglee/amazon-bestsellers", "infraOk": true, "failedChecks": [ "shape", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used junglee/amazon-bestsellers, powerai/amazon-product-search-scraper; expected junglee/amazon-crawler" }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:03:14.356Z", "day": "2026-09-24", "traceId": "7d3987d9420cfb3d5a5bacca20e4f871", "observationId": "305a96dfa1c0b982", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7d3987d9420cfb3d5a5bacca20e4f871?observation=305a96dfa1c0b982", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-09-24T04:17:58.623Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-09-24T04:17:58.543Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-24T04:17:58.506Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:17:58.470Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-09-24T04:17:58.433Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-09-24T04:17:58.392Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The crawl did not stay within the platform section (pages like /academy/scraping-basics-javascript, /sdk/js, /api/client/js are outside /platform/**), exceeded the 10-page cap with 12 items, and saveHtml was never properly set (sectionFilter and saveHtml deterministic checks both FAIL), so the task requirements were not met.", "timestamp": "2026-09-24T04:17:58.352Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 3 actor runs (one failed, one returned only 1 page, one succeeded with 12 items) plus multiple polling calls, resulting in more runs than necessary and exceeding the 10-page cap with 12/13 items across runs.", "timestamp": "2026-09-24T04:17:58.317Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with input validation error (saveHtmlAsFile not valid), the agent corrected the field name and resubmitted successfully; when the second run only returned 1 page, the agent launched a third run with different parameters to get more pages.", "timestamp": "2026-09-24T04:17:58.283Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and key-value store records and used the actual URLs, titles, and htmlUrl fields from the tool results to populate its final answer.", "timestamp": "2026-09-24T04:17:58.248Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The second run used saveHtmlAsFile=true (correct field name per schema) and includeUrlGlobs with proper object format, but the third run dropped includeUrlGlobs entirely and used only excludeUrlGlobs, failing the sectionFilter requirement; also saveHtml was never set to true (saveHtmlAsFile was used instead, which is a different field), and the deterministic checks confirm saveHtml=undefined on all runs.", "timestamp": "2026-09-24T04:17:58.176Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected apify/website-content-crawler for crawling documentation pages, which is the intended actor for this task.", "timestamp": "2026-09-24T04:17:58.132Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:06:41.352Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-09-24T04:06:41.314Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 13 items, expected at most 10", "timestamp": "2026-09-24T04:06:41.279Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml = undefined (expected equals true); apify/website-content-crawler: saveHtml = undefined (expected equals true); apify/website-content-crawler: saveHtml = undefined (expected equals true)", "timestamp": "2026-09-24T04:06:41.242Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs = undefined (expected exists undefined)", "timestamp": "2026-09-24T04:06:41.206Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 3 run(s): maxCrawlPages", "timestamp": "2026-09-24T04:06:41.172Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): startUrls[0].url", "timestamp": "2026-09-24T04:06:41.131Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 3 Actor run(s), expected at most 2", "timestamp": "2026-09-24T04:06:41.089Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-09-24T04:06:41.053Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter", "ranOk" ], "judgeComment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:03:25.503Z", "day": "2026-09-24", "traceId": "b0cf92ebb19ba4de309d1663b6bc886f", "observationId": "ab6b51976e7d2da6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b0cf92ebb19ba4de309d1663b6bc886f?observation=ab6b51976e7d2da6", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used get_anything/llm-web-scraper; expected apify/website-content-crawler", "timestamp": "2026-09-24T04:17:52.261Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used get_anything/llm-web-scraper; expected apify/website-content-crawler", "timestamp": "2026-09-24T04:17:52.171Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "get_anything/llm-web-scraper", "comment": "Actors the agent ran: get_anything/llm-web-scraper", "timestamp": "2026-09-24T04:17:52.123Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-24T04:17:52.089Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:17:52.042Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used get_anything/llm-web-scraper; expected apify/website-content-crawler", "timestamp": "2026-09-24T04:17:52.005Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 20 pages and five real titles from the dataset, but used the wrong actor (get_anything/llm-web-scraper instead of apify/website-content-crawler) and the crawl wandered outside the /academy subtree, so the task was not properly completed as specified.", "timestamp": "2026-09-24T04:17:51.951Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two searches and two fetch-actor-details calls before running, which is slightly redundant but reasonable for discovery; no pointless repetition occurred.", "timestamp": "2026-09-24T04:17:51.913Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items via get-dataset-items and directly used the returned titles and page count in its final answer.", "timestamp": "2026-09-24T04:17:51.864Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed startUrls with the academy URL, crawl=true, maxPages=20, maxDepth=3, and outputFormat=markdown, which are well-formed inputs; however the pageCap check FAILed because maxCrawlPages was undefined (the actor uses maxPages not maxCrawlPages, but the run still capped at 20 pages in practice).", "timestamp": "2026-09-24T04:17:51.826Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for LLM-ready crawlers and found get_anything/llm-web-scraper instead of the intended apify/website-content-crawler; the rightActor check is FAIL, meaning the wrong actor was selected.", "timestamp": "2026-09-24T04:17:51.776Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:04:40.602Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-24T04:04:40.564Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): get_anything/llm-web-scraper: maxCrawlPages = undefined (expected lte 20)", "timestamp": "2026-09-24T04:04:40.525Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-09-24T04:04:40.489Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:04:40.449Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-09-24T04:04:40.337Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used get_anything/llm-web-scraper; expected apify/website-content-crawler", "timestamp": "2026-09-24T04:04:40.246Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "get_anything/llm-web-scraper", "infraOk": true, "failedChecks": [ "pageCap", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used get_anything/llm-web-scraper; expected apify/website-content-crawler" }, { "scenarioId": "web-scraper-usage-coinmarketcap-top-ten", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:03:25.934Z", "day": "2026-09-24", "traceId": "400c42caa660048c40187b4c8f72f0d2", "observationId": "85323ee6a04cf01e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/400c42caa660048c40187b4c8f72f0d2?observation=85323ee6a04cf01e", "subject": "apify/web-scraper", "owner": "universe", "skill": "use", "title": "web / use / coinmarketcap-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: apify/web-scraper run : CALL-FAILED", "timestamp": "2026-09-24T04:17:47.595Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: apify/web-scraper run : CALL-FAILED", "timestamp": "2026-09-24T04:17:47.510Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-24T04:17:47.478Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-24T04:17:47.435Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: apify/web-scraper run : CALL-FAILED", "timestamp": "2026-09-24T04:17:47.394Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-24T04:17:47.360Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent successfully scraped CoinMarketCap and reported 10 cryptocurrencies with real prices from the dataset (matching the shape check for $\\d+.\\d{2} format), fulfilling the task requirement of names and current prices of top 10 cryptos from one page.", "timestamp": "2026-09-24T04:17:47.325Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 3 tool calls after fetching actor details: one failed call, one successful call, and one dataset retrieval — a reasonable recovery path with minimal extra steps.", "timestamp": "2026-09-24T04:17:47.284Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first call failed with input validation error (wrong field name 'maxPages'), and the agent correctly identified the issue and retried with the correct field 'maxPagesPerCrawl', resulting in a successful run.", "timestamp": "2026-09-24T04:17:47.221Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items via get-dataset-items and directly used the returned names and prices in the final answer, matching the preview data exactly.", "timestamp": "2026-09-24T04:17:47.187Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call failed due to input validation (used 'maxPages' instead of 'maxPagesPerCrawl'), but the second call correctly used 'maxPagesPerCrawl':1, proper startUrls, pageFunction, proxyConfiguration, and linkSelector. However, the pageCap deterministic check is FAIL because maxPagesPerCrawl was undefined on the failed run and the successful run used maxPagesPerCrawl=1 which satisfies the constraint, yet the harness still flagged it as FAIL.", "timestamp": "2026-09-24T04:17:47.150Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/web-scraper and fetched its details before calling it, which is the intended subject for this task.", "timestamp": "2026-09-24T04:17:47.101Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:04:09.609Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-09-24T04:04:09.569Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\$\\s?\\d[\\d,]*\\.\\d{2}/", "timestamp": "2026-09-24T04:04:09.533Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-24T04:04:09.478Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/web-scraper: maxPagesPerCrawl = undefined (expected lte 3)", "timestamp": "2026-09-24T04:04:09.440Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): pageFunction", "timestamp": "2026-09-24T04:04:09.405Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): startUrls[0].url", "timestamp": "2026-09-24T04:04:09.316Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/web-scraper run : CALL-FAILED", "timestamp": "2026-09-24T04:04:09.278Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-09-24T04:04:09.179Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "pageCap", "ranOk" ], "judgeComment": "FAIL: check ranOk: apify/web-scraper run : CALL-FAILED" }, { "scenarioId": "web-scraper-discovery-waterstones-headless", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:03:38.850Z", "day": "2026-09-24", "traceId": "2d90fc886806be870438c28359d8106b", "observationId": "6fb55d87065b7126", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2d90fc886806be870438c28359d8106b?observation=6fb55d87065b7126", "subject": "apify/web-scraper", "owner": "universe", "skill": "find", "title": "web / find / waterstones-headless", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used qaseemiqbal/e-commerce-website-scraping-tool, lentic_clockss/stealth-web-scraper; expected apify/web-scraper", "timestamp": "2026-09-24T04:17:46.433Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used qaseemiqbal/e-commerce-website-scraping-tool, lentic_clockss/stealth-web-scraper; expected apify/web-scraper", "timestamp": "2026-09-24T04:17:46.342Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "qaseemiqbal/e-commerce-website-scraping-tool", "comment": "Actors the agent ran: qaseemiqbal/e-commerce-website-scraping-tool, lentic_clockss/stealth-web-scraper", "timestamp": "2026-09-24T04:17:46.301Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-24T04:17:46.263Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:17:46.217Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used qaseemiqbal/e-commerce-website-scraping-tool, lentic_clockss/stealth-web-scraper; expected apify/web-scraper", "timestamp": "2026-09-24T04:17:46.181Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The deterministic checks confirm rightActor=FAIL and namedActor=FAIL; the agent used the wrong actor (lentic_clockss/stealth-web-scraper instead of apify/web-scraper) and did not implement a pageFunction or page cap, though it did produce 10 real product results from the correct URL.", "timestamp": "2026-09-24T04:17:46.143Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran two searches and tried two wrong actors before getting results; apify/web-scraper appeared in the second broader search but was skipped in favor of lentic_clockss/stealth-web-scraper, adding unnecessary steps and using the wrong tool.", "timestamp": "2026-09-24T04:17:46.096Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first actor (qaseemiqbal/e-commerce-website-scraping-tool) returned 0 items due to a captcha challenge, the agent correctly identified the problem and switched to a different actor with anti-bot capabilities.", "timestamp": "2026-09-24T04:17:46.061Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent correctly parsed the text output from the stealth scraper dataset item and extracted 10 real product names and prices that match the page content shown in the tool result preview.", "timestamp": "2026-09-24T04:17:46.023Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The inputs for both actors were reasonably well-formed with correct URLs, appropriate limits, and relevant CSS selectors for the stealth scraper, so the arguments themselves were sensible given the chosen actors.", "timestamp": "2026-09-24T04:17:45.985Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose qaseemiqbal/e-commerce-website-scraping-tool first (wrong actor, hit captcha), then lentic_clockss/stealth-web-scraper (also wrong); the correct actor apify/web-scraper was visible in the search results but never selected.", "timestamp": "2026-09-24T04:17:45.943Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:05:20.612Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-09-24T04:05:20.560Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): qaseemiqbal/e-commerce-website-scraping-tool: maxPagesPerCrawl = undefined (expected lte 5); lentic_clockss/stealth-web-scraper: maxPagesPerCrawl = undefined (expected lte 5)", "timestamp": "2026-09-24T04:05:20.518Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: qaseemiqbal/e-commerce-website-scraping-tool: pageFunction = undefined (expected exists undefined); lentic_clockss/stealth-web-scraper: pageFunction = undefined (expected exists undefined)", "timestamp": "2026-09-24T04:05:20.478Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:05:20.428Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/web-scraper\"", "timestamp": "2026-09-24T04:05:20.344Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used qaseemiqbal/e-commerce-website-scraping-tool, lentic_clockss/stealth-web-scraper; expected apify/web-scraper", "timestamp": "2026-09-24T04:05:20.223Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "qaseemiqbal/e-commerce-website-scraping-tool", "infraOk": true, "failedChecks": [ "pageCap", "pageFunction", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used qaseemiqbal/e-commerce-website-scraping-tool, lentic_clockss/stealth-web-scraper; expected apify/web-scraper" }, { "scenarioId": "rag-web-browser-usage-sf-startups-markdown", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:03:45.543Z", "day": "2026-09-24", "traceId": "a0621498017c41808f72925c3907cb6e", "observationId": "b3829d0b6110d18b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a0621498017c41808f72925c3907cb6e?observation=b3829d0b6110d18b", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "use", "title": "rag-web-browser / use / sf-startups-markdown", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check sources: answer does not match /https?:///", "timestamp": "2026-09-24T04:17:44.385Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check sources: answer does not match /https?:///", "timestamp": "2026-09-24T04:17:44.290Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-24T04:17:44.254Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:17:44.213Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check sources: answer does not match /https?:///", "timestamp": "2026-09-24T04:17:44.165Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-24T04:17:44.129Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns before producing the final formatted answer with URLs and two-line summaries for each of the 5 results; the deterministic check 'sources (answer.regex): FAIL' confirms no URLs appeared in the final answer, and the last message was just a status note rather than the requested Markdown output.", "timestamp": "2026-09-24T04:17:44.097Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made several exploratory jq calls to understand the data structure before extracting the final summary, which added some overhead but was reasonable given the large file size challenge.", "timestamp": "2026-09-24T04:17:44.049Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When get-dataset-items returned a file too large to read directly, the agent pivoted to using Bash with jq to extract the needed fields, which was a reasonable recovery strategy.", "timestamp": "2026-09-24T04:17:43.984Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent successfully retrieved the 5 dataset items and extracted URLs, titles, ranks, and markdown content using jq commands, showing it was working with real retrieved data rather than invented content.", "timestamp": "2026-09-24T04:17:43.951Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/rag-web-browser with query='fastest growing startups in San Francisco 2026', maxResults=5, and outputFormats=['markdown'] — all correct and well-formed.", "timestamp": "2026-09-24T04:17:43.908Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used apify/rag-web-browser as specified in the task, and used appropriate tools (fetch-actor-details, call-actor, get-dataset-items, Bash) to retrieve and process results.", "timestamp": "2026-09-24T04:17:43.851Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:05:28.709Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: sources", "timestamp": "2026-09-24T04:05:28.673Z", "metadata": {} }, "check.sources": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /https?:///", "timestamp": "2026-09-24T04:05:28.637Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-09-24T04:05:28.601Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-09-24T04:05:28.566Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): query", "timestamp": "2026-09-24T04:05:28.515Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:05:28.441Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/rag-web-browser", "timestamp": "2026-09-24T04:05:28.352Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "sources" ], "judgeComment": "FAIL: check sources: answer does not match /https?:///" }, { "scenarioId": "rag-web-browser-discovery-web-search-with-sources", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:04:09.642Z", "day": "2026-09-24", "traceId": "9bd79f224a8d408a6be80f750ce90ca2", "observationId": "9edf97a99421ffce", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9bd79f224a8d408a6be80f750ce90ca2?observation=9edf97a99421ffce", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "find", "title": "rag-web-browser / find / web-search-with-sources", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser", "timestamp": "2026-09-24T04:17:40.472Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser", "timestamp": "2026-09-24T04:17:40.385Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "trovevault/movie-box-office-tracker", "comment": "Actors the agent ran: trovevault/movie-box-office-tracker", "timestamp": "2026-09-24T04:17:40.338Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-24T04:17:40.294Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:17:40.260Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser", "timestamp": "2026-09-24T04:17:40.225Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required fetching live web pages and quoting them with sources; the agent used a specialized scraper instead of a web browser/search actor, and the answer does not quote fetched page text as instructed, though it does provide source URLs and live data.", "timestamp": "2026-09-24T04:17:40.179Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made a reasonable number of calls (search, fetch details, call actor, get dataset), but the initial search for 'box office movies' led it away from the correct rag-web-browser actor, making the overall path inefficient for the stated task.", "timestamp": "2026-09-24T04:17:40.136Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The WebSearch tool call failed with a permissions error, and the agent pivoted to using the box office tracker actor instead; however, this recovery led to using the wrong actor entirely.", "timestamp": "2026-09-24T04:17:40.102Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent correctly used the dataset items returned by the actor run (worldwideGross figures and sourceUrls) to construct the final answer, so retrieved data was utilized rather than invented.", "timestamp": "2026-09-24T04:17:40.064Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent called trovevault/movie-box-office-tracker with a list of James Bond movie titles, which is valid input for that actor, but the query field check FAIL confirms the wrong actor was used (no search query was passed to rag-web-browser as expected).", "timestamp": "2026-09-24T04:17:40.021Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose trovevault/movie-box-office-tracker instead of the intended apify/rag-web-browser; the task asked to 'search the web' and 'fetch live pages', which requires a web search/browser actor, not a specialized box office scraper. The rightActor check is FAIL.", "timestamp": "2026-09-24T04:17:39.973Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:04:51.436Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, query", "timestamp": "2026-09-24T04:04:51.398Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-09-24T04:04:51.368Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: trovevault/movie-box-office-tracker: query = undefined (expected exists undefined)", "timestamp": "2026-09-24T04:04:51.329Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:04:51.293Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/rag-web-browser\"", "timestamp": "2026-09-24T04:04:51.214Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser", "timestamp": "2026-09-24T04:04:51.139Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "trovevault/movie-box-office-tracker", "infraOk": true, "failedChecks": [ "query", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser" }, { "scenarioId": "cheerio-scraper-usage-foyles-manga-two-hops", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:04:40.643Z", "day": "2026-09-24", "traceId": "a4ed7644f378992fe833817f7bc512c1", "observationId": "8d55ad13c037dc0f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a4ed7644f378992fe833817f7bc512c1?observation=8d55ad13c037dc0f", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "use", "title": "cheerio / use / foyles-manga-two-hops", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 6 Actor run(s), expected at most 2", "timestamp": "2026-09-24T04:17:33.584Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 6 Actor run(s), expected at most 2", "timestamp": "2026-09-24T04:17:33.499Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-24T04:17:33.426Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:17:33.385Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 6 Actor run(s), expected at most 2", "timestamp": "2026-09-24T04:17:33.353Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 0, "stringValue": null, "comment": "call-actor: data must have required property 'actor', data must have required property 'input', data must NOT have additional properties", "timestamp": "2026-09-24T04:17:33.316Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "All runs produced 0 dataset items due to persistent 403 blocking; no book titles or prices were ever retrieved, and the agent ran out of turns without delivering any results.", "timestamp": "2026-09-24T04:17:33.280Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 6 Actor runs (4 cheerio-scraper/web-scraper attempts plus retries) when at most 2 were expected, and also deviated from the required cheerio-scraper to web-scraper without resolving the core issue, resulting in excessive runs.", "timestamp": "2026-09-24T04:17:33.245Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent attempted multiple recovery strategies after 403 errors: adding custom headers, switching to web-scraper with browser rendering, trying a direct manga URL, and adjusting proxy settings, but none succeeded in bypassing the block.", "timestamp": "2026-09-24T04:17:33.209Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent checked dataset items after each run to diagnose errors (403 blocking), using the actual error messages to guide subsequent attempts.", "timestamp": "2026-09-24T04:17:33.168Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call failed due to wrong globs format (string instead of object array), which was fixed in the second call. However, web-scraper calls omitted maxCrawlingDepth and maxPagesPerCrawl, which the deterministic checks flagged as FAIL.", "timestamp": "2026-09-24T04:17:33.130Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected apify/cheerio-scraper as specified in the task, and also tried apify/web-scraper as a fallback when the site returned 403 errors.", "timestamp": "2026-09-24T04:17:33.089Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:07:25.892Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-09-24T04:07:25.857Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 items, expected at least 1", "timestamp": "2026-09-24T04:07:25.817Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/web-scraper: maxPagesPerCrawl = undefined (expected lte 20); apify/web-scraper: maxPagesPerCrawl = undefined (expected lte 20)", "timestamp": "2026-09-24T04:07:25.784Z", "metadata": {} }, "check.depth": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/web-scraper: maxCrawlingDepth = undefined (expected lte 2); apify/web-scraper: maxCrawlingDepth = undefined (expected lte 2)", "timestamp": "2026-09-24T04:07:25.747Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 6 run(s): pageFunction", "timestamp": "2026-09-24T04:07:25.685Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 6 run(s): startUrls[0].url", "timestamp": "2026-09-24T04:07:25.647Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 6 Actor run(s), expected at most 2", "timestamp": "2026-09-24T04:07:25.577Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/cheerio-scraper", "timestamp": "2026-09-24T04:07:25.530Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "schemaValidity", "items", "pageCap", "depth", "ranOk" ], "judgeComment": "FAIL: check ranOk: 6 Actor run(s), expected at most 2" }, { "scenarioId": "cheerio-scraper-discovery-ikea-static-catalog", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:04:51.465Z", "day": "2026-09-24", "traceId": "be572855ff91abf76dcc2e58e43e42ec", "observationId": "d4bec4e1ba3ae1be", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/be572855ff91abf76dcc2e58e43e42ec?observation=d4bec4e1ba3ae1be", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "find", "title": "cheerio / find / ikea-static-catalog", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used shahidirfan/Ikea-Product-Scraper, scrapesage/ikea-scraper; expected apify/cheerio-scraper", "timestamp": "2026-09-24T04:17:34.757Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used shahidirfan/Ikea-Product-Scraper, scrapesage/ikea-scraper; expected apify/cheerio-scraper", "timestamp": "2026-09-24T04:17:34.667Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "shahidirfan/Ikea-Product-Scraper", "comment": "Actors the agent ran: shahidirfan/Ikea-Product-Scraper, scrapesage/ikea-scraper", "timestamp": "2026-09-24T04:17:34.632Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-24T04:17:34.586Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:17:34.541Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used shahidirfan/Ikea-Product-Scraper, scrapesage/ikea-scraper; expected apify/cheerio-scraper", "timestamp": "2026-09-24T04:17:34.504Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned 10 product names and prices from IKEA's chest of drawers category, but used scrapesage/ikea-scraper instead of the required apify/cheerio-scraper, and the results appear to be desk/office products (MITTZON, TROTTEN, IDÅSEN) rather than chest of drawers, suggesting the scraper may not have correctly used the category URL.", "timestamp": "2026-09-24T04:17:34.467Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made two searches, fetched details on two actors, made three actor calls (one failed validation, one returned 0 results, one succeeded), and one dataset fetch — somewhat inefficient due to wrong actor selection but recovered reasonably.", "timestamp": "2026-09-24T04:17:34.425Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first actor call failed with input validation error (must be object), the agent immediately corrected the input format and retried; when shahidirfan returned 0 results, the agent switched to scrapesage/ikea-scraper.", "timestamp": "2026-09-24T04:17:34.381Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from the scrapesage run (datasetId RjvRU8MhZFbsKMAZj) and displayed the actual returned product names and prices in the final answer table.", "timestamp": "2026-09-24T04:17:34.317Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call to shahidirfan/Ikea-Product-Scraper failed input validation because startUrls items needed to be objects, but the agent quickly corrected this in the second call with {url: '...'} format; the scrapesage call used correct string array format per that actor's schema.", "timestamp": "2026-09-24T04:17:34.281Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for IKEA scrapers and found specialized IKEA actors (shahidirfan/Ikea-Product-Scraper, scrapesage/ikea-scraper) rather than the intended apify/cheerio-scraper, which is the correct lightweight HTML scraper the user requested. The deterministic check confirms rightActor FAIL.", "timestamp": "2026-09-24T04:17:34.236Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:05:57.155Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-09-24T04:05:57.115Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): shahidirfan/Ikea-Product-Scraper: maxPagesPerCrawl = undefined (expected lte 5); shahidirfan/Ikea-Product-Scraper: maxPagesPerCrawl = undefined (expected lte 5); scrapesage/ikea-scraper: maxPagesPerCrawl = undefined (expected lte 5)", "timestamp": "2026-09-24T04:05:57.079Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: shahidirfan/Ikea-Product-Scraper: pageFunction = undefined (expected exists undefined); shahidirfan/Ikea-Product-Scraper: pageFunction = undefined (expected exists undefined); scrapesage/ikea-scraper: pageFunction = undefined (expected exists undefined)", "timestamp": "2026-09-24T04:05:57.037Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): shahidirfan/Ikea-Product-Scraper run : CALL-FAILED", "timestamp": "2026-09-24T04:05:56.997Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/cheerio-scraper\"", "timestamp": "2026-09-24T04:05:56.896Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used shahidirfan/Ikea-Product-Scraper, scrapesage/ikea-scraper; expected apify/cheerio-scraper", "timestamp": "2026-09-24T04:05:56.805Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "shahidirfan/Ikea-Product-Scraper", "infraOk": true, "failedChecks": [ "pageCap", "pageFunction", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used shahidirfan/Ikea-Product-Scraper, scrapesage/ikea-scraper; expected apify/cheerio-scraper" }, { "scenarioId": "ai-web-scraper-usage-apify-store-first-page", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:05:20.645Z", "day": "2026-09-24", "traceId": "9d8b377d10ae53a14c175182c6982b34", "observationId": "7efec9115d96c171", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9d8b377d10ae53a14c175182c6982b34?observation=7efec9115d96c171", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "use", "title": "ai-web / use / apify-store-first-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent successfully returned a comprehensive table of 35 Actors from the Apify store first page with name, description, rating, and number of users, all grounded in the scraped data.", "timestamp": "2026-09-24T04:17:32.057Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent successfully returned a comprehensive table of 35 Actors from the Apify store first page with name, description, rating, and number of users, all grounded in the scraped data.", "timestamp": "2026-09-24T04:17:32.019Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-24T04:17:31.976Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:17:31.935Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The onePage FAIL is a warning-level check and in 'single' extraction mode maxPagesToVisit is explicitly ignored per the Actor's own schema description, so the agent's omission of that parameter was reasonable and did not affect the outcome.", "timestamp": "2026-09-24T04:17:31.897Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-24T04:17:31.858Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent successfully returned a comprehensive table of 35 Actors from the Apify store first page with name, description, rating, and number of users, all grounded in the scraped data.", "timestamp": "2026-09-24T04:17:31.819Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 5 tool calls: one to fetch actor details, one to run the actor, one failed attempt to get projected fields, one to get full items, and one to read the saved file - a reasonable path with only one minor inefficiency in the fields projection attempt.", "timestamp": "2026-09-24T04:17:31.777Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first get-dataset-items call returned empty items (fields projection returned empty objects), the agent immediately retried without the fields filter to get the full data.", "timestamp": "2026-09-24T04:17:31.739Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the full dataset output from the file and extracted actor names, descriptions, ratings, and user counts directly from the scraped markdown content rather than inventing data.", "timestamp": "2026-09-24T04:17:31.705Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used extractionMode='single' (correct for one-page extraction), provided the correct startUrl, and wrote a good prompt. However, maxPagesToVisit was not set (left undefined), which triggered the onePage FAIL check, though in 'single' mode this parameter is ignored per the schema description.", "timestamp": "2026-09-24T04:17:31.666Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/ai-web-scraper and used fetch-actor-details, call-actor, get-dataset-items, and Read tools appropriately for the task.", "timestamp": "2026-09-24T04:17:31.605Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:06:51.988Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-09-24T04:06:51.947Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-09-24T04:06:51.917Z", "metadata": {} }, "check.onePage": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper: maxPagesToVisit = undefined (expected lte 3)", "timestamp": "2026-09-24T04:06:51.881Z", "metadata": {} }, "check.promptGiven": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): prompt", "timestamp": "2026-09-24T04:06:51.845Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-09-24T04:06:51.762Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:06:51.692Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-09-24T04:06:51.620Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "onePage" ], "judgeComment": "PASS: The agent successfully returned a comprehensive table of 35 Actors from the Apify store first page with name, description, rating, and number of users, all grounded in the scraped data." }, { "scenarioId": "ai-web-scraper-discovery-climate-articles-three-sites", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:05:28.751Z", "day": "2026-09-24", "traceId": "7f847340af0390a3c9286633ca28b758", "observationId": "5e9cbd728110e2d1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7f847340af0390a3c9286633ca28b758?observation=5e9cbd728110e2d1", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "find", "title": "ai-web / find / climate-articles-three-sites", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check namedActor: answer does not contain \"apify/ai-web-scraper\"", "timestamp": "2026-09-24T04:17:27.596Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check namedActor: answer does not contain \"apify/ai-web-scraper\"", "timestamp": "2026-09-24T04:17:27.511Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: automation-lab/news-article-extractor, moving_beacon-owner1/my-actor-62, apify/ai-web-scraper", "timestamp": "2026-09-24T04:17:27.473Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-24T04:17:27.437Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:17:27.400Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check namedActor: answer does not contain \"apify/ai-web-scraper\"", "timestamp": "2026-09-24T04:17:27.368Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns with apify/ai-web-scraper still RUNNING, never produced article counts per site, never showed three examples, and never wrote the required 'Actor: apify/ai-web-scraper' line.", "timestamp": "2026-09-24T04:17:27.325Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 actor runs (exceeding the expected maximum of 3) and spent multiple turns on wrong actors before finding apify/ai-web-scraper, then ran out of turns before the correct actor finished; the path was unnecessarily long.", "timestamp": "2026-09-24T04:17:27.287Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When automation-lab/news-article-extractor returned 0 items, the agent correctly moved on to try another actor, and when moving_beacon-owner1/my-actor-62 returned general (non-climate) articles, the agent recognized the mismatch and searched for a better option, eventually finding apify/ai-web-scraper.", "timestamp": "2026-09-24T04:17:27.245Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns while apify/ai-web-scraper was still RUNNING, so no dataset items were ever retrieved and used in a final answer; the agent never reported article counts or examples.", "timestamp": "2026-09-24T04:17:27.206Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "When the agent finally called apify/ai-web-scraper, it used extractionMode='scout' with a natural language prompt and maxPagesToVisit=5, which are reasonable inputs; however, earlier actors were called without a prompt field (promptGiven FAIL) and without pageCap (pageCap FAIL), and the final answer line 'Actor: ' was never written (namedActor FAIL).", "timestamp": "2026-09-24T04:17:27.165Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent eventually found and used apify/ai-web-scraper (the correct actor for no-code/no-selector extraction), but only after wasting runs on automation-lab/news-article-extractor and moving_beacon-owner1/my-actor-62 which returned 0 items or irrelevant articles.", "timestamp": "2026-09-24T04:17:27.125Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:08:18.448Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor", "timestamp": "2026-09-24T04:08:18.415Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: maxPagesToVisit = undefined (expected lte 20); moving_beacon-owner1/my-actor-62: maxPagesToVisit = undefined (expected lte 20); moving_beacon-owner1/my-actor-62: maxPagesToVisit = undefined (expected lte 20)", "timestamp": "2026-09-24T04:08:18.375Z", "metadata": {} }, "check.promptGiven": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: prompt = undefined (expected exists undefined); moving_beacon-owner1/my-actor-62: prompt = undefined (expected exists undefined); moving_beacon-owner1/my-actor-62: prompt = undefined (expected exists undefined)", "timestamp": "2026-09-24T04:08:18.342Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-09-24T04:08:18.305Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/ai-web-scraper\"", "timestamp": "2026-09-24T04:08:18.232Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-09-24T04:08:18.150Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "pageCap", "promptGiven", "ranOk", "namedActor" ], "judgeComment": "FAIL: check namedActor: answer does not contain \"apify/ai-web-scraper\"" }, { "scenarioId": "zillow-zip-search-usage-scottsdale", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:05:57.188Z", "day": "2026-09-24", "traceId": "57eeaeedde81e280f6aeb2ff53d9c2f7", "observationId": "e81ac05bc97abcb5", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/57eeaeedde81e280f6aeb2ff53d9c2f7?observation=e81ac05bc97abcb5", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "use", "title": "zillow-zip-search / use / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported 10 homes retrieved and identified the cheapest property (6700 E THOMAS Road #32, Scottsdale, AZ 85251 at $199,000), fulfilling all task requirements.", "timestamp": "2026-09-24T04:17:21.212Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported 10 homes retrieved and identified the cheapest property (6700 E THOMAS Road #32, Scottsdale, AZ 85251 at $199,000), fulfilling all task requirements.", "timestamp": "2026-09-24T04:17:21.170Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-24T04:17:21.090Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:17:21.046Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly read the schema, set all required boolean flags, applied the price cap and result limit, and reported accurate grounded results.", "timestamp": "2026-09-24T04:17:21.010Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-24T04:17:20.973Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported 10 homes retrieved and identified the cheapest property (6700 E THOMAS Road #32, Scottsdale, AZ 85251 at $199,000), fulfilling all task requirements.", "timestamp": "2026-09-24T04:17:20.914Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve results — no redundant steps.", "timestamp": "2026-09-24T04:17:20.878Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the dataset items and correctly identified the cheapest property (6700 E THOMAS Road #32 at $199,000) directly from the returned data, confirmed by the grounded check passing.", "timestamp": "2026-09-24T04:17:20.375Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set zipCodes=['85251'], priceMax=800000, forSaleByAgent=true, forSaleByOwner=false, forRent=false, sold=false, resultsLimit=10 — all required fields correctly populated as confirmed by the requiredFlags and priceCap deterministic checks passing.", "timestamp": "2026-09-24T04:17:20.181Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-24T04:17:20.135Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:06:37.953Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-09-24T04:06:37.917Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-09-24T04:06:37.876Z", "metadata": {} }, "check.tenResults": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-24T04:06:37.840Z", "metadata": {} }, "check.priceCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): priceMax", "timestamp": "2026-09-24T04:06:37.805Z", "metadata": {} }, "check.requiredFlags": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-09-24T04:06:37.769Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:06:37.731Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/zillow-zip-search", "timestamp": "2026-09-24T04:06:37.658Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{1,3},\\d{3}/", "timestamp": "2026-09-24T04:06:37.569Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent correctly reported 10 homes retrieved and identified the cheapest property (6700 E THOMAS Road #32, Scottsdale, AZ 85251 at $199,000), fulfilling all task requirements." }, { "scenarioId": "zillow-zip-search-discovery-scottsdale", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:06:37.990Z", "day": "2026-09-24", "traceId": "1c71c5e1854f6c138e4bac2ebcdfbb6f", "observationId": "7c366bc790e1ca80", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1c71c5e1854f6c138e4bac2ebcdfbb6f?observation=7c366bc790e1ca80", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "find", "title": "zillow-zip-search / find / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer lists exactly 10 homes in ZIP 85251 with addresses and prices all under $800,000, sourced from the actor run, and ends with 'Actor: maxcopell/zillow-zip-search' as required.", "timestamp": "2026-09-24T04:17:21.303Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer lists exactly 10 homes in ZIP 85251 with addresses and prices all under $800,000, sourced from the actor run, and ends with 'Actor: maxcopell/zillow-zip-search' as required.", "timestamp": "2026-09-24T04:17:21.268Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: maxcopell/zillow-zip-search", "timestamp": "2026-09-24T04:17:21.231Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-24T04:17:21.192Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:17:21.153Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent correctly discovered and used maxcopell/zillow-zip-search, provided well-formed inputs, utilized the retrieved data accurately, and delivered a complete answer matching the task requirements.", "timestamp": "2026-09-24T04:17:21.113Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer lists exactly 10 homes in ZIP 85251 with addresses and prices all under $800,000, sourced from the actor run, and ends with 'Actor: maxcopell/zillow-zip-search' as required.", "timestamp": "2026-09-24T04:17:21.057Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took 4 tool calls in a logical sequence: search, fetch details, run actor, get results — no redundant or wasted steps.", "timestamp": "2026-09-24T04:17:21.017Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from ScGeiQEVL5gCe8svw and directly reported the addresses and prices from the tool result in the final answer, matching the preview data exactly.", "timestamp": "2026-09-24T04:17:20.974Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with zipCodes=['85251'], priceMax=800000, forSaleByAgent=true, forSaleByOwner=true, forRent=false, sold=false, resultsLimit=10 — all required fields present and correctly typed for the task.", "timestamp": "2026-09-24T04:17:20.927Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors to find maxcopell/zillow-zip-search, then fetch-actor-details to confirm the schema, then call-actor to run it, and get-dataset-items to retrieve results — all appropriate tools for the task.", "timestamp": "2026-09-24T04:17:20.884Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:07:21.416Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-24T04:07:21.378Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:07:21.294Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"maxcopell/zillow\"", "timestamp": "2026-09-24T04:07:21.259Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/zillow-zip-search", "timestamp": "2026-09-24T04:07:21.160Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer lists exactly 10 homes in ZIP 85251 with addresses and prices all under $800,000, sourced from the actor run, and ends with 'Actor: maxcopell/zillow-zip-search' as required." }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:06:41.387Z", "day": "2026-09-24", "traceId": "32ec8b27284a6f2d6b0334e3295b24d4", "observationId": "2d07645d8c52c2e6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/32ec8b27284a6f2d6b0334e3295b24d4?observation=2d07645d8c52c2e6", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 1 numbers not in Actor output: 290,153", "timestamp": "2026-09-24T04:17:19.946Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 1 numbers not in Actor output: 290,153", "timestamp": "2026-09-24T04:17:19.869Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-24T04:17:19.826Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:17:19.792Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 1 numbers not in Actor output: 290,153; check followers: answer has no value for /([\\d,]{9,})\\s*followers|followers?[^0-9]{0,30}([\\d,]{9,})/", "timestamp": "2026-09-24T04:17:19.754Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-09-24T04:17:19.716Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The grounded check FAILED because 290,153 was not found in Actor output (the actual computed value was 290,152.9167), and the followers check FAILED because the answer reported '104.3 million' rather than the full 9-digit number matching the regex pattern; the task required specific numbers grounded in retrieved data.", "timestamp": "2026-09-24T04:17:19.675Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two Actor runs (posts and details) which was reasonable, though the posts run data was largely redundant since the profile details run also contained latestPosts with likesCount; the agent ultimately used the details run data for the average calculation.", "timestamp": "2026-09-24T04:17:19.640Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the full dataset result exceeded token limits, the agent successfully used Bash with jq to extract and compute the needed data from the saved file.", "timestamp": "2026-09-24T04:17:19.596Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved data from both runs and used jq to compute the average likes (290,152.9) from the latestPosts data in the profile details dataset, and used the followersCount (104,341,329) from the profile run.", "timestamp": "2026-09-24T04:17:19.559Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used correct directUrls format with 'https://www.instagram.com/nasa/' and appropriate resultsType values ('posts' and 'details'), matching the schema requirements.", "timestamp": "2026-09-24T04:17:19.471Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used apify/instagram-scraper with both 'posts' and 'details' result types to get @nasa's posts and profile information.", "timestamp": "2026-09-24T04:17:19.394Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:08:11.715Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded, followers", "timestamp": "2026-09-24T04:08:11.675Z", "metadata": {} }, "check.followers": { "value": 0, "stringValue": null, "comment": "FAIL: answer has no value for /([\\d,]{9,})\\s*followers|followers?[^0-9]{0,30}([\\d,]{9,})/", "timestamp": "2026-09-24T04:08:11.636Z", "metadata": {} }, "check.grounded": { "value": 0, "stringValue": null, "comment": "FAIL: 1 of 1 numbers not in Actor output: 290,153", "timestamp": "2026-09-24T04:08:11.590Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): directUrls[0]", "timestamp": "2026-09-24T04:08:11.550Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:08:11.513Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-09-24T04:08:11.402Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-09-24T04:08:11.315Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "followers", "grounded" ], "judgeComment": "FAIL: check grounded: 1 of 1 numbers not in Actor output: 290,153" }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:06:52.021Z", "day": "2026-09-24", "traceId": "89aa9863c31ff418b9b099e6fc9d850c", "observationId": "fefce59d46da7c65", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/89aa9863c31ff418b9b099e6fc9d850c?observation=fefce59d46da7c65", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-09-24T04:17:12.969Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-09-24T04:17:12.888Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/instagram-post-scraper", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-09-24T04:17:12.853Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-24T04:17:12.821Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:17:12.781Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-09-24T04:17:12.741Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent used the wrong actor (apify/instagram-post-scraper instead of apify/instagram-scraper) and reported 2 posts instead of the 3 that were actually retrieved, failing both the actor selection and the post count requirements.", "timestamp": "2026-09-24T04:17:12.702Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls (search, fetch details, call actor) with no redundant steps, which is a direct path.", "timestamp": "2026-09-24T04:17:12.669Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent reported 'Posts: 2' directly from the dataset itemCount shown in the tool result (the preview showed itemCount:2), though the facts say 3 dataset items were retrieved — the agent read the preview's itemCount:2 rather than the harness-verified count of 3.", "timestamp": "2026-09-24T04:17:12.629Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=['nasa'] and resultsLimit=3 to the actor, which are well-formed inputs matching the actor's schema.", "timestamp": "2026-09-24T04:17:12.564Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, and call-actor which are appropriate tools, but selected apify/instagram-post-scraper instead of the intended apify/instagram-scraper — the rightActor check is already marked FAIL.", "timestamp": "2026-09-24T04:17:12.529Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:07:40.660Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-24T04:07:40.623Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:07:40.549Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-09-24T04:07:40.509Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-09-24T04:07:40.422Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/instagram-post-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper" }, { "scenarioId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:07:01.677Z", "day": "2026-09-24", "traceId": "23cf236e4ca4b473277b28908f8491c8", "observationId": "c27cf4c056833939", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/23cf236e4ca4b473277b28908f8491c8?observation=c27cf4c056833939", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "use", "title": "instagram-reel / use / natgeo-skip-pinned", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 17 numbers not in Actor output: 1.4", "timestamp": "2026-09-24T04:17:11.808Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 17 numbers not in Actor output: 1.4", "timestamp": "2026-09-24T04:17:11.724Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-24T04:17:11.688Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-24T04:17:11.656Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 17 numbers not in Actor output: 1.4", "timestamp": "2026-09-24T04:17:11.620Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-24T04:17:11.585Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 3 reels with first sentence of caption, play count, and duration in seconds drawn from retrieved data; the grounded check flagged '1.4' in the summary sentence ('over 1.4 million plays') as not literally in the output, but this is a rounded summary statement while the precise value 1,413,391 was correctly reported in the structured answer.", "timestamp": "2026-09-24T04:17:11.547Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run actor, retrieve dataset items — no redundant calls.", "timestamp": "2026-09-24T04:17:11.514Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and reported captions, play counts, and durations directly from the tool results; all values match the preview except the grounded check flagged '1.4' (million plays) in the summary text as not literally in the output (the actual value 1413391 was used correctly in the structured answer).", "timestamp": "2026-09-24T04:17:11.481Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-reel-scraper with username=[\"natgeo\"], resultsLimit=3, and skipPinnedPosts=true, matching all required parameters.", "timestamp": "2026-09-24T04:17:11.443Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-24T04:17:11.408Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:07:44.011Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-09-24T04:07:43.970Z", "metadata": {} }, "check.grounded": { "value": 0.941, "stringValue": null, "comment": "FAIL: 1 of 17 numbers not in Actor output: 1.4", "timestamp": "2026-09-24T04:07:43.932Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-09-24T04:07:43.886Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-09-24T04:07:43.847Z", "metadata": {} }, "check.threeReels": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-09-24T04:07:43.808Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-09-24T04:07:43.765Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:07:43.727Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-09-24T04:07:43.689Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 17 numbers not in Actor output: 1.4" }, { "scenarioId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:07:21.445Z", "day": "2026-09-24", "traceId": "3856a7b36f8bb94e22da7ceabb431dec", "observationId": "1148d107f0f78333", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3856a7b36f8bb94e22da7ceabb431dec?observation=1148d107f0f78333", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "find", "title": "instagram-reel / find / natgeo-reels-shares", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-09-24T04:17:10.583Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-09-24T04:17:10.502Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-reel-scraper", "timestamp": "2026-09-24T04:17:10.465Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-24T04:17:10.426Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-24T04:17:10.387Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The actor ran successfully with includeSharesCount=true (sharesFlag: PASS) and returned 3 dataset items, but the agent could not find a shares count field in the retrieved data. The full dataset output read from the file showed fields like videoPlayCount, likesCount, commentsCount but no sharesCount field was visible, suggesting the actor's output format either doesn't include the shares count field clearly or it was missing from the returned data despite being requested.", "timestamp": "2026-09-24T04:17:10.352Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported captions and play counts correctly from retrieved data, but failed to report share counts - instead saying 'Data not available in free tier' despite the sharesFlag deterministic check confirming includeSharesCount was set to true and the run succeeded with 3 items. The shares count field was not found in the output data, so the task requirement of reporting share counts was not fulfilled.", "timestamp": "2026-09-24T04:17:10.310Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two parallel search calls initially, then fetched actor details, ran the actor, retrieved dataset items twice (once with specific fields, once with all fields to find shares count) - the second dataset fetch was necessary to look for shares data, making the plan reasonably efficient.", "timestamp": "2026-09-24T04:17:10.272Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved real data from the dataset (captions, videoPlayCount values like 705011, 1416240, 911457) and used them in the final answer, not invented values.", "timestamp": "2026-09-24T04:17:10.235Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with username=['natgeo'], resultsLimit=3, and includeSharesCount=true, which are all correct inputs matching the task requirements and the sharesFlag deterministic check passed.", "timestamp": "2026-09-24T04:17:10.192Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-reel-scraper, the intended actor for scraping Instagram Reels with share counts, as confirmed by the deterministic checks.", "timestamp": "2026-09-24T04:17:10.151Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:08:27.003Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-24T04:08:26.961Z", "metadata": {} }, "check.sharesFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeSharesCount", "timestamp": "2026-09-24T04:08:26.925Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:08:26.889Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-reel-scraper\"", "timestamp": "2026-09-24T04:08:26.851Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-09-24T04:08:26.815Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-usage-natgeo-about-section", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:07:25.931Z", "day": "2026-09-24", "traceId": "a5f84f98826b4b5416284a637f1775d6", "observationId": "e41456ff8df6fec9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a5f84f98826b4b5416284a637f1775d6?observation=e41456ff8df6fec9", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "use", "title": "instagram-profile / use / natgeo-about-section", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-09-24T04:17:07.325Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-09-24T04:17:07.242Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-24T04:17:07.197Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-24T04:17:07.160Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The includeAboutSection=true was passed correctly, but the dataset item returned did not include any country field — the about section data (dateJoined, country, etc.) was absent from the output fields list and the item preview, meaning the Actor did not return the country information despite the flag being set, leaving the agent unable to report the country as requested.", "timestamp": "2026-09-24T04:17:07.123Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-24T04:17:07.084Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly noted that country information was not present in the scraped data (the about section fields like country were not returned), which means the country part of the task was not fulfilled.", "timestamp": "2026-09-24T04:17:07.045Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a logical 4-step path: fetch actor details, call actor, poll run status, retrieve dataset items — no redundant calls.", "timestamp": "2026-09-24T04:17:07.008Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the biography field ('Step into wonder and find your inner explorer with National Geographic 🌎') and isBusinessAccount=true from the retrieved dataset item, not invented values.", "timestamp": "2026-09-24T04:17:06.970Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-profile-scraper with usernames=['natgeo'] and includeAboutSection=true, which matches all required and optional inputs for the task.", "timestamp": "2026-09-24T04:17:06.933Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-24T04:17:06.889Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:08:26.486Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-24T04:08:26.450Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-09-24T04:08:26.413Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-09-24T04:08:26.377Z", "metadata": {} }, "check.aboutSection": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeAboutSection", "timestamp": "2026-09-24T04:08:26.337Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): usernames[0]", "timestamp": "2026-09-24T04:08:26.301Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:08:26.265Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-09-24T04:08:26.226Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-discovery-natgeo-verified", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:07:40.693Z", "day": "2026-09-24", "traceId": "b1806e69e064d311afc5b1fc59f4aa2c", "observationId": "5c0f7741d94c31e9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b1806e69e064d311afc5b1fc59f4aa2c?observation=5c0f7741d94c31e9", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "find", "title": "instagram-profile / find / natgeo-verified", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer correctly reports @natgeo is verified, quotes the bio from retrieved data, and ends with 'Actor: apify/instagram-profile-scraper' as required.", "timestamp": "2026-09-24T04:17:02.844Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer correctly reports @natgeo is verified, quotes the bio from retrieved data, and ends with 'Actor: apify/instagram-profile-scraper' as required.", "timestamp": "2026-09-24T04:17:02.807Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-profile-scraper", "timestamp": "2026-09-24T04:17:02.760Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-24T04:17:02.722Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:17:02.686Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent found the correct actor, ran it with proper inputs, retrieved real data, and produced a complete and accurate answer.", "timestamp": "2026-09-24T04:17:02.613Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer correctly reports @natgeo is verified, quotes the bio from retrieved data, and ends with 'Actor: apify/instagram-profile-scraper' as required.", "timestamp": "2026-09-24T04:17:02.578Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: search → fetch details → run actor → get dataset items, with no redundant calls.", "timestamp": "2026-09-24T04:17:02.529Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the biography and verified status from the dataset item returned: {\"username\":\"natgeo\",\"verified\":true,\"biography\":\"Step into wonder and find your inner explorer with National Geographic 🌎\"}.", "timestamp": "2026-09-24T04:17:02.495Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed {\"usernames\": [\"natgeo\"]} to the actor (matching the required 'usernames' array field) and requested the correct fields in get-dataset-items.", "timestamp": "2026-09-24T04:17:02.455Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors to find Instagram actors, correctly identified apify/instagram-profile-scraper as the right tool for profile info, then used fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools.", "timestamp": "2026-09-24T04:17:02.407Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:08:20.983Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-24T04:08:20.880Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:08:20.830Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-profile-scraper\"", "timestamp": "2026-09-24T04:08:20.768Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-09-24T04:08:20.730Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer correctly reports @natgeo is verified, quotes the bio from retrieved data, and ends with 'Actor: apify/instagram-profile-scraper' as required." }, { "scenarioId": "instagram-post-scraper-usage-natgeo-three-posts", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:07:44.046Z", "day": "2026-09-24", "traceId": "7ef28511cf021255a055fe238fa08bc1", "observationId": "6d270b9b9b0a86aa", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7ef28511cf021255a055fe238fa08bc1?observation=6d270b9b9b0a86aa", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "use", "title": "instagram-post / use / natgeo-three-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 11 numbers not in Actor output: 2", "timestamp": "2026-09-24T04:17:00.666Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 11 numbers not in Actor output: 2", "timestamp": "2026-09-24T04:17:00.582Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-24T04:17:00.544Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:17:00.511Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 11 numbers not in Actor output: 2", "timestamp": "2026-09-24T04:17:00.475Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-24T04:17:00.440Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The grounded check FAIL indicates 1 of 11 numbers in the answer was not found in Actor output, meaning at least one reported value (likely a like count) was not grounded in the retrieved data, compromising the accuracy of the final answer.", "timestamp": "2026-09-24T04:17:00.395Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, get items — no redundant calls.", "timestamp": "2026-09-24T04:17:00.356Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly reported captions and like counts from the tool result (37268, 12508, 8152 all appear in the preview), though the grounded check flagged one number not in Actor output.", "timestamp": "2026-09-24T04:17:00.320Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=['natgeo'], resultsLimit=3, skipPinnedPosts=true, and dataDetailLevel='basicData', all of which are correct and match the schema requirements.", "timestamp": "2026-09-24T04:17:00.282Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-24T04:17:00.246Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:08:37.424Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-09-24T04:08:37.346Z", "metadata": {} }, "check.grounded": { "value": 0.909, "stringValue": null, "comment": "FAIL: 1 of 11 numbers not in Actor output: 2", "timestamp": "2026-09-24T04:08:37.285Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-09-24T04:08:37.239Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-09-24T04:08:37.193Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-09-24T04:08:37.148Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-09-24T04:08:37.068Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:08:37.019Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-09-24T04:08:36.922Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 11 numbers not in Actor output: 2" }, { "scenarioId": "instagram-post-scraper-discovery-natgeo-latest-post", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:08:11.749Z", "day": "2026-09-24", "traceId": "5efb7db70a86403e17da08879bf7870d", "observationId": "ce46f23a4b356cc6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5efb7db70a86403e17da08879bf7870d?observation=ce46f23a4b356cc6", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "find", "title": "instagram-post / find / natgeo-latest-post", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence of the caption ('Presented by @Rolex.') and the comment count (473), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data.", "timestamp": "2026-09-24T04:16:57.393Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence of the caption ('Presented by @Rolex.') and the comment count (473), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data.", "timestamp": "2026-09-24T04:16:57.356Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-09-24T04:16:57.314Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-24T04:16:57.278Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:16:57.170Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent correctly discovered the actor, ran it with proper inputs, utilized the real retrieved data, and produced a complete answer matching all task requirements.", "timestamp": "2026-09-24T04:16:57.136Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence of the caption ('Presented by @Rolex.') and the comment count (473), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data.", "timestamp": "2026-09-24T04:16:57.101Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: search, fetch details, run actor, get results — a direct and efficient path.", "timestamp": "2026-09-24T04:16:57.064Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual retrieved data from the dataset (caption and commentsCount=473) to form its answer, not invented values.", "timestamp": "2026-09-24T04:16:57.024Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-post-scraper with username=['natgeo'], resultsLimit=1, and dataDetailLevel='detailedData', which are well-formed and appropriate inputs to get the most recent post.", "timestamp": "2026-09-24T04:16:56.981Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for Instagram scrapers, found apify/instagram-post-scraper, fetched its details, ran it, and retrieved dataset items — all appropriate tools for the task.", "timestamp": "2026-09-24T04:16:56.949Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:08:54.657Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-24T04:08:54.619Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:08:54.575Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-post-scraper\"", "timestamp": "2026-09-24T04:08:54.492Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-09-24T04:08:54.416Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence of the caption ('Presented by @Rolex.') and the comment count (473), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data." }, { "scenarioId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:08:18.518Z", "day": "2026-09-24", "traceId": "9b8b3746a0058b790eeb0c6a9f926862", "observationId": "bf8ff1b887441faf", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9b8b3746a0058b790eeb0c6a9f926862?observation=bf8ff1b887441faf", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "use", "title": "instagram-hashtag / use / nasa-keyword-reels", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents all 5 reels with the first sentence of each caption and the like count (correctly noting the hidden like count as -1), fully satisfying the task requirements.", "timestamp": "2026-09-24T04:16:56.936Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents all 5 reels with the first sentence of each caption and the like count (correctly noting the hidden like count as -1), fully satisfying the task requirements.", "timestamp": "2026-09-24T04:16:56.897Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-24T04:16:56.860Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:16:56.827Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor used, correct inputs provided, data properly retrieved and reported, efficient execution path.", "timestamp": "2026-09-24T04:16:56.792Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-24T04:16:56.754Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents all 5 reels with the first sentence of each caption and the like count (correctly noting the hidden like count as -1), fully satisfying the task requirements.", "timestamp": "2026-09-24T04:16:56.720Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve items — no redundant calls.", "timestamp": "2026-09-24T04:16:56.685Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 9 numbers in the final answer were found in the Actor output, and captions match the dataset items retrieved via get-dataset-items.", "timestamp": "2026-09-24T04:16:56.652Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with hashtags=[\"nasa\"], keywordSearch=true, resultsType=\"reels\", and resultsLimit=5, matching all required input parameters confirmed by the deterministic checks.", "timestamp": "2026-09-24T04:16:56.613Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-24T04:16:56.579Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:09:09.342Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-24T04:09:09.302Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 9 numbers found in Actor output", "timestamp": "2026-09-24T04:09:09.265Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-09-24T04:09:09.228Z", "metadata": {} }, "check.fiveResults": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-09-24T04:09:09.191Z", "metadata": {} }, "check.reelsType": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsType", "timestamp": "2026-09-24T04:09:09.154Z", "metadata": {} }, "check.keywordMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): keywordSearch", "timestamp": "2026-09-24T04:09:09.121Z", "metadata": {} }, "check.keywordInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): hashtags[0]", "timestamp": "2026-09-24T04:09:09.086Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:09:09.051Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-09-24T04:09:09.012Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents all 5 reels with the first sentence of each caption and the like count (correctly noting the hidden like count as -1), fully satisfying the task requirements." }, { "scenarioId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:08:21.017Z", "day": "2026-09-24", "traceId": "217cb8c10bc339e9f89ad3a462bcb723", "observationId": "9fc55b2bde1ff031", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/217cb8c10bc339e9f89ad3a462bcb723?observation=9fc55b2bde1ff031", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "find", "title": "instagram-hashtag / find / nasa-hashtag", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 5 posts with account names and post descriptions grounded in retrieved data, and ended with exactly 'Actor: apify/instagram-hashtag-scraper' as required.", "timestamp": "2026-09-24T04:16:53.842Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 5 posts with account names and post descriptions grounded in retrieved data, and ended with exactly 'Actor: apify/instagram-hashtag-scraper' as required.", "timestamp": "2026-09-24T04:16:53.808Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-hashtag-scraper", "timestamp": "2026-09-24T04:16:53.772Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-24T04:16:53.736Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:16:53.701Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent found the correct actor, used proper inputs, retrieved real data, and delivered a complete answer matching the task requirements.", "timestamp": "2026-09-24T04:16:53.666Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 5 posts with account names and post descriptions grounded in retrieved data, and ended with exactly 'Actor: apify/instagram-hashtag-scraper' as required.", "timestamp": "2026-09-24T04:16:53.592Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search calls (first for 'Instagram posts', then for 'Instagram hashtag') before finding the right actor, which was a minor inefficiency but reasonable given the first search returned profile scrapers rather than hashtag scrapers.", "timestamp": "2026-09-24T04:16:53.560Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and accurately reported usernames (nasa.1984, spac.fans, shaldarr, richardfeynmanquote, bianca_bombeira) and post content directly from the tool results, not invented.", "timestamp": "2026-09-24T04:16:53.521Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with {hashtags: ['nasa'], resultsType: 'posts', resultsLimit: 5}, which matches the required 'hashtags' field and sensible parameters for the task.", "timestamp": "2026-09-24T04:16:53.483Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-hashtag-scraper, the appropriate tool for finding posts by hashtag, confirmed by the deterministic check rightActor: PASS.", "timestamp": "2026-09-24T04:16:53.444Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:09:17.465Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-24T04:09:17.429Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:09:17.386Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-hashtag-scraper\"", "timestamp": "2026-09-24T04:09:17.350Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-09-24T04:09:17.307Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 5 posts with account names and post descriptions grounded in retrieved data, and ended with exactly 'Actor: apify/instagram-hashtag-scraper' as required." }, { "scenarioId": "facebook-posts-scraper-usage-nasa-engagement", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:08:26.520Z", "day": "2026-09-24", "traceId": "34ea4ae900ba6f1357fd0ac74af71e3b", "observationId": "adc19c72bdffbdfe", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/34ea4ae900ba6f1357fd0ac74af71e3b?observation=adc19c72bdffbdfe", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "use", "title": "facebook-posts / use / nasa-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence and total reactions count for all 5 posts, with reaction totals correctly summed from the individual reaction type fields retrieved from the dataset.", "timestamp": "2026-09-24T04:16:50.534Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence and total reactions count for all 5 posts, with reaction totals correctly summed from the individual reaction type fields retrieved from the dataset.", "timestamp": "2026-09-24T04:16:50.495Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-24T04:16:50.457Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:16:50.421Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected tools, formed valid inputs, utilized retrieved data, and delivered a complete grounded answer.", "timestamp": "2026-09-24T04:16:50.375Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-24T04:16:50.342Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence and total reactions count for all 5 posts, with reaction totals correctly summed from the individual reaction type fields retrieved from the dataset.", "timestamp": "2026-09-24T04:16:50.304Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch details, run actor, retrieve results — no redundant calls.", "timestamp": "2026-09-24T04:16:50.263Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 7 numbers in the final answer were found in the Actor output, and the post texts match the dataset items retrieved.", "timestamp": "2026-09-24T04:16:50.224Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/facebook-posts-scraper with startUrls set to https://www.facebook.com/NASA and resultsLimit=5, matching the task requirements and confirmed by the deterministic checks pageUrl and fivePosts both passing.", "timestamp": "2026-09-24T04:16:50.187Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-24T04:16:50.148Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:09:06.592Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-24T04:09:06.553Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 7 numbers found in Actor output", "timestamp": "2026-09-24T04:09:06.523Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-09-24T04:09:06.487Z", "metadata": {} }, "check.fivePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-09-24T04:09:06.437Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-09-24T04:09:06.400Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:09:06.333Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-09-24T04:09:06.296Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{2,}/", "timestamp": "2026-09-24T04:09:06.214Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence and total reactions count for all 5 posts, with reaction totals correctly summed from the individual reaction type fields retrieved from the dataset." }, { "scenarioId": "facebook-posts-scraper-discovery-nasa-page", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:08:27.059Z", "day": "2026-09-24", "traceId": "5bc6919763d1767ea53ffb3aa1f1dace", "observationId": "970080af073ac47e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5bc6919763d1767ea53ffb3aa1f1dace?observation=970080af073ac47e", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "find", "title": "facebook-posts / find / nasa-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides all 5 posts with their text and total reaction counts, ends with exactly 'Actor: apify/facebook-posts-scraper', and is grounded in the retrieved dataset data.", "timestamp": "2026-09-24T04:16:48.265Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides all 5 posts with their text and total reaction counts, ends with exactly 'Actor: apify/facebook-posts-scraper', and is grounded in the retrieved dataset data.", "timestamp": "2026-09-24T04:16:48.227Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/facebook-posts-scraper", "timestamp": "2026-09-24T04:16:48.182Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-24T04:16:48.133Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:16:48.097Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered the right actor, called it with proper inputs, retrieved real data, and presented a complete answer.", "timestamp": "2026-09-24T04:16:48.047Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides all 5 posts with their text and total reaction counts, ends with exactly 'Actor: apify/facebook-posts-scraper', and is grounded in the retrieved dataset data.", "timestamp": "2026-09-24T04:16:47.997Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls in a logical sequence: search, fetch details, call actor, get dataset items — no redundant or wasted steps.", "timestamp": "2026-09-24T04:16:47.963Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the run and directly used the text, likes, and reaction counts from the returned data to populate the final answer, with post texts and reaction counts matching the dataset preview exactly.", "timestamp": "2026-09-24T04:16:47.878Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct startUrls with NASA's Facebook URL and set resultsLimit to 5, matching the task requirements and the actor's input schema.", "timestamp": "2026-09-24T04:16:47.845Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/facebook-posts-scraper, the intended actor for scraping Facebook page posts, confirmed by the deterministic rightActor check passing.", "timestamp": "2026-09-24T04:16:47.803Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:09:14.517Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-24T04:09:14.483Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:09:14.432Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-posts-scraper\"", "timestamp": "2026-09-24T04:09:14.390Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-09-24T04:09:14.351Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides all 5 posts with their text and total reaction counts, ends with exactly 'Actor: apify/facebook-posts-scraper', and is grounded in the retrieved dataset data." }, { "scenarioId": "facebook-groups-scraper-usage-recent-activity", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:08:37.465Z", "day": "2026-09-24", "traceId": "fdaf07e238d67818a7803d0926e37773", "observationId": "b3dbbb47bf4bba55", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/fdaf07e238d67818a7803d0926e37773?observation=b3dbbb47bf4bba55", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "use", "title": "facebook-groups / use / recent-activity", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 3 of 14 numbers not in Actor output: 12, 150, 4", "timestamp": "2026-09-24T04:16:48.674Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 3 of 14 numbers not in Actor output: 12, 150, 4", "timestamp": "2026-09-24T04:16:48.497Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-24T04:16:48.462Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:16:48.421Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 3 of 14 numbers not in Actor output: 12, 150, 4", "timestamp": "2026-09-24T04:16:48.380Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-24T04:16:48.345Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported post texts and comment counts, but the grounded check confirms 3 numbers (12, 150, 4) were invented (e.g., '150+' member names description), making the answer partially fabricated rather than fully grounded in retrieved data.", "timestamp": "2026-09-24T04:16:48.307Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run actor, retrieve dataset items — no unnecessary repetition.", "timestamp": "2026-09-24T04:16:48.270Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The initial dataset preview showed itemCount=0, and the agent correctly followed the nextStep hint to fetch dataset items, successfully recovering.", "timestamp": "2026-09-24T04:16:48.229Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent used the actual dataset items returned (post texts with member lists, commentsCount=0, timestamps) but the grounded check FAIL indicates 3 numbers in the final answer (12, 150, 4) were not in the Actor output — specifically '150+' was invented to describe member counts, and the timestamps for posts 2 and 3 were not visible in the preview but may have been fabricated.", "timestamp": "2026-09-24T04:16:48.197Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/facebook-groups-scraper with startUrls set to the correct group URL, resultsLimit=3, and viewOption='RECENT_ACTIVITY', all matching the task requirements.", "timestamp": "2026-09-24T04:16:48.119Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-24T04:16:48.077Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:09:13.867Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-09-24T04:09:13.827Z", "metadata": {} }, "check.grounded": { "value": 0.786, "stringValue": null, "comment": "FAIL: 3 of 14 numbers not in Actor output: 12, 150, 4", "timestamp": "2026-09-24T04:09:13.797Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-09-24T04:09:13.762Z", "metadata": {} }, "check.sortOrder": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): viewOption", "timestamp": "2026-09-24T04:09:13.724Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-09-24T04:09:13.686Z", "metadata": {} }, "check.groupUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-09-24T04:09:13.649Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:09:13.610Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-09-24T04:09:13.566Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 3 of 14 numbers not in Actor output: 12, 150, 4" }, { "scenarioId": "facebook-groups-scraper-discovery-public-group-posts", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:08:54.690Z", "day": "2026-09-24", "traceId": "450392c62336d396594e787eb1625f96", "observationId": "8b2c3465ad248986", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/450392c62336d396594e787eb1625f96?observation=8b2c3465ad248986", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "find", "title": "facebook-groups / find / public-group-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-09-24T04:16:44.405Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-09-24T04:16:44.318Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "memo23/facebook-public-group-posts-scraper", "comment": "Actors the agent ran: memo23/facebook-public-group-posts-scraper", "timestamp": "2026-09-24T04:16:44.277Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-24T04:16:44.238Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:16:44.189Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-09-24T04:16:44.132Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported on all 3 posts with content grounded in retrieved data and ended with 'Actor: memo23/facebook-public-group-posts-scraper', but the deterministic check rightActor FAIL means the wrong actor was used instead of apify/facebook-groups-scraper.", "timestamp": "2026-09-24T04:16:44.064Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls (search-actors, call-actor, get-dataset-items) with no redundant steps.", "timestamp": "2026-09-24T04:16:44.024Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and accurately described the posts as 'welcoming new members' lists, which matches the actual text data returned (long lists of member names under 'Let's welcome our new members!').", "timestamp": "2026-09-24T04:16:43.988Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct group URL in startUrls and set maxItems:3, which are valid inputs for the chosen actor's schema.", "timestamp": "2026-09-24T04:16:43.946Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors to find a Facebook group scraper, then selected memo23/facebook-public-group-posts-scraper instead of the intended apify/facebook-groups-scraper; however, the selected actor did successfully scrape the group posts (rightActor FAIL but ranOk PASS).", "timestamp": "2026-09-24T04:16:43.905Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:09:34.323Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-24T04:09:34.261Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:09:34.222Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-groups-scraper\"", "timestamp": "2026-09-24T04:09:34.129Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-09-24T04:09:34.049Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "memo23/facebook-public-group-posts-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper" }, { "scenarioId": "facebook-ads-scraper-usage-nike-last-30-days", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:09:06.626Z", "day": "2026-09-24", "traceId": "eec6143386ab7abaab585f865ec004e6", "observationId": "c25061343565c14f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/eec6143386ab7abaab585f865ec004e6?observation=c25061343565c14f", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "use", "title": "facebook-ads / use / nike-last-30-days", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 20 ads retrieved, provided a real ad's body text grounded in the dataset, and honestly reported that reach/spend data was null — the grounded check passed confirming numbers came from actual output, fulfilling the task requirements.", "timestamp": "2026-09-24T04:16:41.637Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 20 ads retrieved, provided a real ad's body text grounded in the dataset, and honestly reported that reach/spend data was null — the grounded check passed confirming numbers came from actual output, fulfilling the task requirements.", "timestamp": "2026-09-24T04:16:41.596Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-24T04:16:41.553Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:16:41.507Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly configured the actor, retrieved 20 items, reported real ad body text, and accurately noted the null reach/spend values from the actual dataset.", "timestamp": "2026-09-24T04:16:41.473Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-24T04:16:41.438Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 20 ads retrieved, provided a real ad's body text grounded in the dataset, and honestly reported that reach/spend data was null — the grounded check passed confirming numbers came from actual output, fulfilling the task requirements.", "timestamp": "2026-09-24T04:16:41.405Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: fetch schema, call actor, poll for completion, retrieve items — no redundant steps.", "timestamp": "2026-09-24T04:16:41.368Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 real dataset items and quoted actual body text from the results (e.g., the Italian Back to School ad), correctly noting that reachEstimate and spend were null in the actual data.", "timestamp": "2026-09-24T04:16:41.327Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with startUrls set to https://www.facebook.com/nike, resultsLimit=20, isDetailsPerAd=true, and onlyAdsNewerThan='30 days' — all correct inputs matching the task requirements.", "timestamp": "2026-09-24T04:16:41.278Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running and retrieving results from apify/facebook-ads-scraper.", "timestamp": "2026-09-24T04:16:41.233Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:10:29.915Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-24T04:10:29.875Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 3 numbers found in Actor output", "timestamp": "2026-09-24T04:10:29.838Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-09-24T04:10:29.797Z", "metadata": {} }, "check.detailsFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): isDetailsPerAd", "timestamp": "2026-09-24T04:10:29.760Z", "metadata": {} }, "check.twentyAds": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-09-24T04:10:29.718Z", "metadata": {} }, "check.dateRange": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): onlyAdsNewerThan", "timestamp": "2026-09-24T04:10:29.677Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-09-24T04:10:29.636Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:10:29.602Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-ads-scraper", "timestamp": "2026-09-24T04:10:29.567Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-09-24T04:10:29.525Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 20 ads retrieved, provided a real ad's body text grounded in the dataset, and honestly reported that reach/spend data was null — the grounded check passed confirming numbers came from actual output, fulfilling the task requirements." }, { "scenarioId": "facebook-ads-scraper-discovery-nike-ad-library", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:09:09.377Z", "day": "2026-09-24", "traceId": "1ffb161a746754f41846d6e741afa45b", "observationId": "036f9eb511ecafdd", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1ffb161a746754f41846d6e741afa45b?observation=036f9eb511ecafdd", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "find", "title": "facebook-ads / find / nike-ad-library", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 10 active ads found and provided a real example body text 'Bring sports more fully into your day with the Nike App.' drawn from the actual retrieved data, and ended with 'Actor: apify/facebook-ads-scraper' as required.", "timestamp": "2026-09-24T04:16:39.283Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 10 active ads found and provided a real example body text 'Bring sports more fully into your day with the Nike App.' drawn from the actual retrieved data, and ended with 'Actor: apify/facebook-ads-scraper' as required.", "timestamp": "2026-09-24T04:16:39.248Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/facebook-ads-scraper", "timestamp": "2026-09-24T04:16:39.214Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-24T04:16:39.180Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:16:39.144Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly discovered the right actor, used proper inputs, retrieved real data, handled the large output gracefully, and produced a complete answer with the required format.", "timestamp": "2026-09-24T04:16:39.092Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 active ads found and provided a real example body text 'Bring sports more fully into your day with the Nike App.' drawn from the actual retrieved data, and ended with 'Actor: apify/facebook-ads-scraper' as required.", "timestamp": "2026-09-24T04:16:39.054Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran two parallel searches, fetched actor details, ran the actor once, and then efficiently used jq to extract the needed data from the large file - a reasonably direct path with no unnecessary repetition.", "timestamp": "2026-09-24T04:16:39.014Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the dataset appeared to show 0 items in the run summary, the agent correctly followed the nextStep instruction to fetch dataset items, and when the file was too large to read directly, the agent used Bash/jq to query it effectively.", "timestamp": "2026-09-24T04:16:38.966Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset (10 items confirmed by jq), read the actual data from the file, and extracted a real body text 'Bring sports more fully into your day with the Nike App.' directly from the snapshot.cards.body field in the retrieved data.", "timestamp": "2026-09-24T04:16:38.927Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with startUrls containing the Nike Facebook page URL (https://www.facebook.com/nike), resultsLimit of 10, and activeStatus of 'active', which are all correct and sensible inputs for the task.", "timestamp": "2026-09-24T04:16:38.883Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/facebook-ads-scraper, the official Apify Meta Ad Library scraper, which is confirmed by the deterministic check rightActor: PASS.", "timestamp": "2026-09-24T04:16:38.844Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:10:18.950Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-24T04:10:18.910Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:10:18.871Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-ads-scraper\"", "timestamp": "2026-09-24T04:10:18.797Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-ads-scraper", "timestamp": "2026-09-24T04:10:18.723Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 10 active ads found and provided a real example body text 'Bring sports more fully into your day with the Nike App.' drawn from the actual retrieved data, and ended with 'Actor: apify/facebook-ads-scraper' as required." }, { "scenarioId": "tripadvisor-usage-rome-restaurants", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:09:13.898Z", "day": "2026-09-24", "traceId": "1dd8627bbadf9a2e54ac9de74649b950", "observationId": "904c2784b065bbda", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1dd8627bbadf9a2e54ac9de74649b950?observation=904c2784b065bbda", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "use", "title": "tripadvisor / use / rome-restaurants", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: maxcopell/tripadvisor run TpyauCdrX7grbOkSy: RUNNING", "timestamp": "2026-09-24T04:16:36.407Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: maxcopell/tripadvisor run TpyauCdrX7grbOkSy: RUNNING", "timestamp": "2026-09-24T04:16:36.312Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-24T04:16:36.275Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-24T04:16:36.229Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: maxcopell/tripadvisor run TpyauCdrX7grbOkSy: RUNNING", "timestamp": "2026-09-24T04:16:36.189Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-09-24T04:16:36.150Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 9 restaurants (not 10 as requested) with cuisine types, price ranges, and ratings, correctly reported the count, and named Enea Ristorante as the top one with a 4.9 rating — fulfilling the task adequately despite the Actor still running.", "timestamp": "2026-09-24T04:16:36.105Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent polled get-actor-run five times because the Actor never reached SUCCEEDED status, which was necessary given the circumstances, though the repeated polling added overhead; ultimately it retrieved data before completion.", "timestamp": "2026-09-24T04:16:36.047Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The Actor remained in RUNNING status throughout all polling attempts; the agent appropriately continued polling and then fetched the 9 available items rather than giving up or fabricating data.", "timestamp": "2026-09-24T04:16:35.998Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly reported the names, ratings, cuisines, and price levels from the retrieved data; the grounded check confirms all 7 numbers in the answer came from Actor output.", "timestamp": "2026-09-24T04:16:35.957Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the Actor with query='Rome', maxItemsPerQuery=10, includeRestaurants=true, includeHotels=false, includeAttractions=false — all well-formed and appropriate for the task.", "timestamp": "2026-09-24T04:16:35.913Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the maxcopell/tripadvisor Actor and retrieving results.", "timestamp": "2026-09-24T04:16:35.873Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:13:53.180Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-09-24T04:13:53.144Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 7 numbers found in Actor output", "timestamp": "2026-09-24T04:13:53.100Z", "metadata": {} }, "check.ratingField": { "value": 1, "stringValue": null, "comment": "PASS (warn): 9 items ok", "timestamp": "2026-09-24T04:13:53.039Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 9 items ok", "timestamp": "2026-09-24T04:13:52.986Z", "metadata": {} }, "check.restaurantsMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeRestaurants", "timestamp": "2026-09-24T04:13:52.949Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: maxcopell/tripadvisor run TpyauCdrX7grbOkSy: RUNNING", "timestamp": "2026-09-24T04:13:52.836Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-09-24T04:13:52.796Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[3-5]\\.\\d\\b/", "timestamp": "2026-09-24T04:13:52.719Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: check ranOk: maxcopell/tripadvisor run TpyauCdrX7grbOkSy: RUNNING" }, { "scenarioId": "tripadvisor-discovery-barcelona-attractions", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:09:14.548Z", "day": "2026-09-24", "traceId": "a1357b6bc5be1d8f272bcc87189255f4", "observationId": "b7ff295da349613d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a1357b6bc5be1d8f272bcc87189255f4?observation=b7ff295da349613d", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "find", "title": "tripadvisor / find / barcelona-attractions", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-09-24T04:16:34.057Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-09-24T04:16:33.970Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "axlymxp/tripadvisor-attractions-scraper", "comment": "Actors the agent ran: axlymxp/tripadvisor-attractions-scraper", "timestamp": "2026-09-24T04:16:33.928Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-24T04:16:33.892Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:16:33.854Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-09-24T04:16:33.812Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent produced a well-structured comparison of top 10 Barcelona attractions with ratings and review counts from real data, but used the wrong actor (axlymxp/tripadvisor-attractions-scraper instead of maxcopell/tripadvisor) and named the wrong actor in the final line, failing both deterministic checks.", "timestamp": "2026-09-24T04:16:33.773Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran two parallel searches, fetched actor details for one candidate, called the actor, and retrieved results in 4 tool calls — a reasonably direct path with no pointless repetition.", "timestamp": "2026-09-24T04:16:33.727Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 19 dataset items and used the actual name, rating, review_count, and rank fields from the dataset to populate the comparison table accurately.", "timestamp": "2026-09-24T04:16:33.690Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called axlymxp/tripadvisor-attractions-scraper with queries=['Barcelona'], maxItemsPerQuery=20, which are well-formed and sensible inputs matching the actor's required schema.", "timestamp": "2026-09-24T04:16:33.653Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for TripAdvisor attractions actors and found axlymxp/tripadvisor-attractions-scraper, which is a valid attractions scraper, but the intended actor was maxcopell/tripadvisor. The rightActor check is FAIL per the deterministic facts.", "timestamp": "2026-09-24T04:16:33.613Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:09:50.919Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-24T04:09:50.880Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:09:50.795Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /maxcopell/tripadvisor(?!-)/", "timestamp": "2026-09-24T04:09:50.754Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-09-24T04:09:50.672Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "axlymxp/tripadvisor-attractions-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor" }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:09:17.498Z", "day": "2026-09-24", "traceId": "5e6b4ac3edf679fb58b7e5d60348fd6c", "observationId": "71eb5d674e7715a4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5e6b4ac3edf679fb58b7e5d60348fd6c?observation=71eb5d674e7715a4", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-09-24T04:16:31.544Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:16:31.452Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The Actor input was correct and the run was started properly (all deterministic checks pass), but the session timed out while the run was still RUNNING. The agent could have used a longer initial waitSecs in call-actor or fetched dataset items asynchronously, but ultimately the infrastructure timeout prevented task completion — the Actor itself was not at fault.", "timestamp": "2026-09-24T04:16:31.415Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-09-24T04:16:31.380Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required reporting the AI Mode answer text and number of cited sources, but the Actor run never completed (RUNNING, 0 items) due to session timeout, so no answer or source count was ever reported.", "timestamp": "2026-09-24T04:16:31.340Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 6 polling calls over ~275 seconds, which is reasonable given the run was still active; however, the session hit its time limit before completion, making the repeated polling ultimately futile but not unreasonable given the circumstances.", "timestamp": "2026-09-24T04:16:31.300Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent correctly polled get-actor-run multiple times after the run stayed in RUNNING state, following the nextStep guidance, but the session timed out before the run finished — the agent kept polling appropriately without giving up prematurely.", "timestamp": "2026-09-24T04:16:31.263Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set queries='best crm for small business', countryCode='gb', aiModeSearch.enableAiMode=true, and maxPagesPerQuery=1 — all correct per the deterministic checks (aiModeOn, query, country, pages all PASS).", "timestamp": "2026-09-24T04:16:31.220Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema and then call-actor with apify/google-search-scraper, which is the intended Actor for this task.", "timestamp": "2026-09-24T04:16:31.186Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-09-24T04:14:18.129Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-09-24T04:14:18.093Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 0 items ok", "timestamp": "2026-09-24T04:14:18.054Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-09-24T04:14:18.019Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-09-24T04:14:17.985Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-09-24T04:14:17.948Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-09-24T04:14:17.849Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper run H21CvCQS29hL5T2wP: RUNNING", "timestamp": "2026-09-24T04:14:17.814Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-09-24T04:14:17.735Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:09:34.358Z", "day": "2026-09-24", "traceId": "115d4e43abbd9b8dfcf66a8c63e51269", "observationId": "4cd541257c132210", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/115d4e43abbd9b8dfcf66a8c63e51269?observation=4cd541257c132210", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 9 organic results and the top three domains with descriptions grounded in the retrieved data, fulfilling the task requirements despite the minor languageCode input issue.", "timestamp": "2026-09-24T04:16:28.314Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 9 organic results and the top three domains with descriptions grounded in the retrieved data, fulfilling the task requirements despite the minor languageCode input issue.", "timestamp": "2026-09-24T04:16:28.271Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-24T04:16:28.175Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:16:28.136Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The agent used 'searchLanguage' as the input field name instead of the correct 'languageCode', causing the lang deterministic check to FAIL (languageCode = undefined). The correct field name is visible in the actor's output fields (searchQuery.languageCode) but the agent guessed the wrong input parameter name.", "timestamp": "2026-09-24T04:16:28.086Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-24T04:16:28.055Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 9 organic results and the top three domains with descriptions grounded in the retrieved data, fulfilling the task requirements despite the minor languageCode input issue.", "timestamp": "2026-09-24T04:16:28.020Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call because the first projected call returned empty items, but this was a reasonable recovery rather than pointless repetition.", "timestamp": "2026-09-24T04:16:27.985Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with field projection returned an empty item ({}), and the agent correctly retried without field filtering to get the full data.", "timestamp": "2026-09-24T04:16:27.951Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and reported the organic result count (9) and top three domains (null-leasing.com, insta-drive.com, leasingmarkt.de) from the actual retrieved data, with null-leasing.com visible in the preview.", "timestamp": "2026-09-24T04:16:27.917Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed queries='elektroauto leasing', countryCode='de', maxPagesPerQuery=1, and searchLanguage='de', but the deterministic check confirms languageCode was undefined (the field name 'searchLanguage' was not recognized by the actor, which uses 'languageCode').", "timestamp": "2026-09-24T04:16:27.880Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items tools, which are the appropriate tools for running apify/google-search-scraper and retrieving results.", "timestamp": "2026-09-24T04:16:27.844Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:10:09.082Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-09-24T04:10:09.042Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-09-24T04:10:09.010Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-09-24T04:10:08.972Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-09-24T04:10:08.936Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode = undefined (expected equals \"de\")", "timestamp": "2026-09-24T04:10:08.889Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-09-24T04:10:08.835Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-09-24T04:10:08.789Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:10:08.685Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-09-24T04:10:08.593Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang" ], "judgeComment": "PASS: The agent reported 9 organic results and the top three domains with descriptions grounded in the retrieved data, fulfilling the task requirements despite the minor languageCode input issue." }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:09:50.956Z", "day": "2026-09-24", "traceId": "65558beafa83349723d25178636cf974", "observationId": "44444964d476afff", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/65558beafa83349723d25178636cf974?observation=44444964d476afff", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned 5 organic results with titles, URLs, and snippets from the first page of Google Search results for 'apify web scraping', and correctly ended with 'Actor: apify/google-search-scraper'.", "timestamp": "2026-09-24T04:16:25.375Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned 5 organic results with titles, URLs, and snippets from the first page of Google Search results for 'apify web scraping', and correctly ended with 'Actor: apify/google-search-scraper'.", "timestamp": "2026-09-24T04:16:25.279Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-09-24T04:16:25.174Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-24T04:16:25.074Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:16:24.953Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly discovered, configured, ran, and reported results from apify/google-search-scraper for the requested query.", "timestamp": "2026-09-24T04:16:24.914Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned 5 organic results with titles, URLs, and snippets from the first page of Google Search results for 'apify web scraping', and correctly ended with 'Actor: apify/google-search-scraper'.", "timestamp": "2026-09-24T04:16:24.875Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 5 tool calls: search-actors, fetch-actor-details, call-actor, and two get-dataset-items calls (the second needed because the first field-projected call returned empty objects), which is reasonably efficient with only one minor retry.", "timestamp": "2026-09-24T04:16:24.837Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with field projection returned an empty object {}, so the agent made a second call without field filtering to successfully retrieve the full data.", "timestamp": "2026-09-24T04:16:24.799Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and presented the actual organic results (titles, URLs, snippets) from the tool output, including real data like apify.com, github.com/apify, and medium.com URLs.", "timestamp": "2026-09-24T04:16:24.766Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with queries='apify web scraping' and maxPagesPerQuery=1, which correctly limits to the first results page as required.", "timestamp": "2026-09-24T04:16:24.725Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly searched for and selected apify/google-search-scraper, which is the appropriate actor for scraping Google Search organic results.", "timestamp": "2026-09-24T04:16:24.681Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:10:29.198Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-24T04:10:29.164Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:10:29.073Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-09-24T04:10:29.033Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-09-24T04:10:28.948Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned 5 organic results with titles, URLs, and snippets from the first page of Google Search results for 'apify web scraping', and correctly ended with 'Actor: apify/google-search-scraper'." }, { "scenarioId": "google-maps-contact-details-usage-toronto-roofers", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:10:09.117Z", "day": "2026-09-24", "traceId": "565dafeaf9e1d52666cb6192007b7b3e", "observationId": "9f810ce33cf9a12b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/565dafeaf9e1d52666cb6192007b7b3e?observation=9f810ce33cf9a12b", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "use", "title": "google-maps-contact-details / use / toronto-roofers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 4 of 10 items missing emails", "timestamp": "2026-09-24T04:16:23.315Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 4 of 10 items missing emails", "timestamp": "2026-09-24T04:16:23.230Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-24T04:16:23.179Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-24T04:16:23.124Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 4 of 10 items missing emails", "timestamp": "2026-09-24T04:16:23.086Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-09-24T04:16:23.029Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a complete table of 10 roofing companies in Toronto with names, websites, emails, and social profiles, and correctly stated that 6 out of 10 had emails — consistent with the deterministic check showing 4 of 10 missing emails (meaning 6 had them).", "timestamp": "2026-09-24T04:16:22.988Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent polled get-actor-run three times because the run was still in RUNNING status each time, but this was necessary given the Actor's execution time; there was no unnecessary repetition beyond what was required.", "timestamp": "2026-09-24T04:16:22.948Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run stayed in RUNNING status across multiple polling calls; the agent handled this by polling again with get-actor-run and then proceeded to fetch dataset items even before the run formally completed, successfully retrieving all 10 items.", "timestamp": "2026-09-24T04:16:22.916Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and directly used the returned data (titles, websites, emails, social profiles) to populate the final answer table without inventing any values.", "timestamp": "2026-09-24T04:16:22.861Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=['roofing'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=10, language='en', and scrapeSocialMediaProfiles with all major platforms enabled — all correct and well-formed.", "timestamp": "2026-09-24T04:16:22.795Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected the lukaskrivka/google-maps-with-contact-details Actor as specified in the prompt, and used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items tools appropriately.", "timestamp": "2026-09-24T04:16:22.741Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:13:28.082Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-09-24T04:13:28.045Z", "metadata": {} }, "check.count": { "value": 1, "stringValue": null, "comment": "PASS (warn): answer matches /[0-9]/", "timestamp": "2026-09-24T04:13:28.012Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 4 of 10 items missing emails", "timestamp": "2026-09-24T04:13:27.968Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-24T04:13:27.926Z", "metadata": {} }, "check.socials": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): scrapeSocialMediaProfiles", "timestamp": "2026-09-24T04:13:27.889Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-09-24T04:13:27.856Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:13:27.815Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-09-24T04:13:27.777Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 4 of 10 items missing emails" }, { "scenarioId": "google-maps-contact-details-discovery-toronto-roofers-emails", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:10:18.987Z", "day": "2026-09-24", "traceId": "b271da012e0e4cd8392edd4a60ffc2ef", "observationId": "42da43d0f0113236", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b271da012e0e4cd8392edd4a60ffc2ef?observation=42da43d0f0113236", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "find", "title": "google-maps-contact-details / find / toronto-roofers-emails", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent found 10 roofing companies in Toronto, reported which 8 had emails with the actual email addresses, identified the 2 without emails, and ended with the required 'Actor: lukaskrivka/google-maps-with-contact-details' line.", "timestamp": "2026-09-24T04:16:17.040Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent found 10 roofing companies in Toronto, reported which 8 had emails with the actual email addresses, identified the 2 without emails, and ended with the required 'Actor: lukaskrivka/google-maps-with-contact-details' line.", "timestamp": "2026-09-24T04:16:16.999Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-09-24T04:16:16.961Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-24T04:16:16.925Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:16:16.892Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the correct actor, used proper inputs, utilized the retrieved data accurately, and delivered a complete answer with the required format.", "timestamp": "2026-09-24T04:16:16.853Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent found 10 roofing companies in Toronto, reported which 8 had emails with the actual email addresses, identified the 2 without emails, and ended with the required 'Actor: lukaskrivka/google-maps-with-contact-details' line.", "timestamp": "2026-09-24T04:16:16.818Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made multiple get-actor-run polling calls (4 times) because the actor was still running, which was necessary and not wasteful; the overall flow was direct and efficient.", "timestamp": "2026-09-24T04:16:16.784Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items with get-dataset-items and directly used the returned title and emails fields to list all 10 companies and count those with emails (8 out of 10).", "timestamp": "2026-09-24T04:16:16.742Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with searchStringsArray=['roofing companies'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=10, and language='en', which are all correct and well-formed inputs for the task.", "timestamp": "2026-09-24T04:16:16.707Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used lukaskrivka/google-maps-with-contact-details, which is specifically designed to extract emails from Google Maps business websites, matching the task requirement perfectly.", "timestamp": "2026-09-24T04:16:16.664Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:13:13.748Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-24T04:13:13.713Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:13:13.664Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"lukaskrivka/google-maps-with-contact-details\"", "timestamp": "2026-09-24T04:13:13.582Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-09-24T04:13:13.472Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent found 10 roofing companies in Toronto, reported which 8 had emails with the actual email addresses, identified the 2 without emails, and ended with the required 'Actor: lukaskrivka/google-maps-with-contact-details' line." }, { "scenarioId": "google-maps-reviews-usage-ritz-trend", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:10:29.231Z", "day": "2026-09-24", "traceId": "1f6a3e4c6d6971d9a1fc0da70189139a", "observationId": "a7d85b539ec73b7f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1f6a3e4c6d6971d9a1fc0da70189139a?observation=a7d85b539ec73b7f", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "use", "title": "google-maps-reviews / use / ritz-trend", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent computed averages only over reviews with non-null stars (skipping 8 nulls as confirmed by the deterministic check), correctly split into newest 15 vs previous 15, reported 3.92 vs 4.60, and stated the trend is DOWN — fulfilling all task requirements with data grounded in retrieved results.", "timestamp": "2026-09-24T04:16:19.166Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent computed averages only over reviews with non-null stars (skipping 8 nulls as confirmed by the deterministic check), correctly split into newest 15 vs previous 15, reported 3.92 vs 4.60, and stated the trend is DOWN — fulfilling all task requirements with data grounded in retrieved results.", "timestamp": "2026-09-24T04:16:19.127Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-24T04:16:19.087Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:16:19.010Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly handled the failed first run, retrieved 30 items, computed averages from actual star values (handling nulls), and reported the trend direction consistently.", "timestamp": "2026-09-24T04:16:18.968Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-09-24T04:16:18.931Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent computed averages only over reviews with non-null stars (skipping 8 nulls as confirmed by the deterministic check), correctly split into newest 15 vs previous 15, reported 3.92 vs 4.60, and stated the trend is DOWN — fulfilling all task requirements with data grounded in retrieved results.", "timestamp": "2026-09-24T04:16:18.897Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed two Actor runs (one failed, one succeeded) plus a KV store check and a dataset fetch — a reasonable path given the first URL format failure, with no pointless repetition.", "timestamp": "2026-09-24T04:16:18.858Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first run returned 0 items due to a bad URL format, the agent inspected the STATS key-value store record and then retried with a search URL format that successfully retrieved 30 reviews.", "timestamp": "2026-09-24T04:16:18.818Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the 30 items returned in the dataset preview, listing each reviewer's stars value (including nulls) to compute the averages rather than inventing data.", "timestamp": "2026-09-24T04:16:18.771Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The second run used reviewsSort='newest', maxReviews=30, and a search URL format that successfully returned 30 items; the first run failed due to a non-specific place URL but the second corrected this.", "timestamp": "2026-09-24T04:16:18.733Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-key-value-store-record, and get-dataset-items — all appropriate tools for this task with the compass/google-maps-reviews-scraper Actor.", "timestamp": "2026-09-24T04:16:18.694Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:11:54.534Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-09-24T04:11:54.502Z", "metadata": {} }, "check.stars": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 8 of 30 items missing stars", "timestamp": "2026-09-24T04:11:54.468Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 30 items ok", "timestamp": "2026-09-24T04:11:54.431Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxReviews", "timestamp": "2026-09-24T04:11:54.383Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:11:54.343Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-reviews-scraper", "timestamp": "2026-09-24T04:11:50.248Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[1-5](\\.\\d+)?\\b/", "timestamp": "2026-09-24T04:11:50.170Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "stars" ], "judgeComment": "PASS: The agent computed averages only over reviews with non-null stars (skipping 8 nulls as confirmed by the deterministic check), correctly split into newest 15 vs previous 15, reported 3.92 vs 4.60, and stated the trend is DOWN — fulfilling all task requirements with data grounded in retrieved results." }, { "scenarioId": "google-maps-reviews-discovery-ritz", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:10:29.951Z", "day": "2026-09-24", "traceId": "375e9b7d436ae7f009c966fbfeee8568", "observationId": "05dce3f88c2c9ab0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/375e9b7d436ae7f009c966fbfeee8568?observation=05dce3f88c2c9ab0", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "find", "title": "google-maps-reviews / find / ritz", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent produced a well-structured summary of complaints and praises grounded in the 30 retrieved reviews, covering WiFi issues, loyalty program problems, room quality, restaurant service, staff praise, location, and views, and correctly ended with 'Actor: compass/Google-Maps-Reviews-Scraper'.", "timestamp": "2026-09-24T04:16:15.706Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent produced a well-structured summary of complaints and praises grounded in the 30 retrieved reviews, covering WiFi issues, loyalty program problems, room quality, restaurant service, staff praise, location, and views, and correctly ended with 'Actor: compass/Google-Maps-Reviews-Scraper'.", "timestamp": "2026-09-24T04:16:15.671Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-09-24T04:16:15.630Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-24T04:16:15.591Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:16:15.554Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor selected, inputs well-formed, results utilized, efficient plan, and task fully completed with a grounded summary.", "timestamp": "2026-09-24T04:16:15.520Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a well-structured summary of complaints and praises grounded in the 30 retrieved reviews, covering WiFi issues, loyalty program problems, room quality, restaurant service, staff praise, location, and views, and correctly ended with 'Actor: compass/Google-Maps-Reviews-Scraper'.", "timestamp": "2026-09-24T04:16:15.463Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls: search-actors, fetch-actor-details, call-actor, and get-dataset-items — a direct and efficient path with no redundant calls.", "timestamp": "2026-09-24T04:16:15.429Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and grounded its summary in actual review text visible in the tool results, citing specific details like WiFi complaints, Torali restaurant issues, specific staff names (Agnes, Joshua), and the Water Tower Suite — all present in the retrieved data.", "timestamp": "2026-09-24T04:16:15.388Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed a Google Maps search URL for 'Ritz-Carlton Chicago', set maxReviews to 30, reviewsSort to 'newest', and language to 'en' — all appropriate inputs that produced 30 dataset items successfully.", "timestamp": "2026-09-24T04:16:15.345Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used compass/Google-Maps-Reviews-Scraper, which is the intended actor for scraping Google Maps reviews, confirmed by the deterministic rightActor check passing.", "timestamp": "2026-09-24T04:16:15.291Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:11:20.911Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-24T04:11:20.873Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:11:20.781Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"compass/google-maps-reviews-scraper\"", "timestamp": "2026-09-24T04:11:20.701Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-09-24T04:11:20.600Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent produced a well-structured summary of complaints and praises grounded in the 30 retrieved reviews, covering WiFi issues, loyalty program problems, room quality, restaurant service, staff praise, location, and views, and correctly ended with 'Actor: compass/Google-Maps-Reviews-Scraper'." }, { "scenarioId": "google-maps-extractor-usage-toronto-plumbers", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:11:20.965Z", "day": "2026-09-24", "traceId": "87d3fae80c7e26efacf6ee4e96b12e6c", "observationId": "0fc32512fc4c4e9f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/87d3fae80c7e26efacf6ee4e96b12e6c?observation=0fc32512fc4c4e9f", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "use", "title": "google-maps-extractor / use / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 2 of 15 items missing address", "timestamp": "2026-09-24T04:16:07.312Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 2 of 15 items missing address", "timestamp": "2026-09-24T04:16:07.222Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-24T04:16:07.185Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-24T04:16:07.147Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 2 of 15 items missing address", "timestamp": "2026-09-24T04:16:07.105Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-24T04:16:07.061Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned all 15 plumbers with name, phone, and rating for each; 2 items lacked addresses (noted honestly); it reported the count and correctly identified the highest-rated plumbers (multiple tied at 5.0 stars), fulfilling all task requirements.", "timestamp": "2026-09-24T04:16:07.015Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve results — no redundant steps.", "timestamp": "2026-09-24T04:16:06.972Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the dataset items returned by get-dataset-items to populate the table; all values match the tool result preview and the grounded check confirms all 18 numbers were found in Actor output.", "timestamp": "2026-09-24T04:16:06.929Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=['plumber'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=15, and language='en' — all well-formed and appropriate.", "timestamp": "2026-09-24T04:16:06.896Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-24T04:16:06.857Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:11:54.977Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-09-24T04:11:54.942Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 18 numbers found in Actor output", "timestamp": "2026-09-24T04:11:54.893Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /[1-5][.][0-9]/", "timestamp": "2026-09-24T04:11:54.857Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 15 items missing address", "timestamp": "2026-09-24T04:11:54.821Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 15 items ok", "timestamp": "2026-09-24T04:11:54.780Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-09-24T04:11:54.744Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:11:52.655Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-extractor", "timestamp": "2026-09-24T04:11:52.607Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 2 of 15 items missing address" }, { "scenarioId": "google-maps-extractor-discovery-toronto-plumbers", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:11:54.567Z", "day": "2026-09-24", "traceId": "19a1f51b11f6e06f4f76328eed7a9d67", "observationId": "abbcd0683f826fa0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/19a1f51b11f6e06f4f76328eed7a9d67?observation=abbcd0683f826fa0", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "find", "title": "google-maps-extractor / find / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used gio21/plumber-scraper, buff_pineapple/google-maps-scraper; expected compass/google-maps-extractor", "timestamp": "2026-09-24T04:16:10.643Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used gio21/plumber-scraper, buff_pineapple/google-maps-scraper; expected compass/google-maps-extractor", "timestamp": "2026-09-24T04:16:10.556Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "gio21/plumber-scraper", "comment": "Actors the agent ran: gio21/plumber-scraper, buff_pineapple/google-maps-scraper", "timestamp": "2026-09-24T04:16:10.524Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-24T04:16:10.490Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:16:10.452Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used gio21/plumber-scraper, buff_pineapple/google-maps-scraper; expected compass/google-maps-extractor", "timestamp": "2026-09-24T04:16:10.416Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered exactly 15 Toronto plumber listings with name, address, phone, website, and rating as requested, with no reviews included, and ended with 'Actor: buff_pineapple/google-maps-scraper' — but the namedActor check FAILed because the expected actor was compass/google-maps-extractor or compass/crawler-google-places.", "timestamp": "2026-09-24T04:16:10.365Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 3 actor runs (one mock data, one CALL-FAILED, one successful) and used 8 tool calls total. The initial choice of a niche plumber scraper and the first failed call to buff_pineapple added unnecessary steps, but the overall path was not excessively long.", "timestamp": "2026-09-24T04:16:10.333Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When gio21/plumber-scraper returned mock data, the agent correctly identified the problem and switched to buff_pineapple/google-maps-scraper. When the first call to buff_pineapple/google-maps-scraper CALL-FAILED due to invalid input, the agent corrected the input and successfully ran it on the second attempt.", "timestamp": "2026-09-24T04:16:10.296Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 15 real plumber listings from buff_pineapple/google-maps-scraper's dataset and presented all name, address, phone, website, and rating fields directly from the tool results without inventing data.", "timestamp": "2026-09-24T04:16:10.261Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The final call to buff_pineapple/google-maps-scraper used well-formed inputs: query='plumbers in Toronto, ON', maxResults=15, language='en', includeDetails=true — all appropriate for the task. The first failed call had an invalid 'startUrls' format combined with 'query', which caused CALL-FAILED.", "timestamp": "2026-09-24T04:16:10.222Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for actors and selected gio21/plumber-scraper first (which returned mock data), then fell back to buff_pineapple/google-maps-scraper. Neither is the intended compass/google-maps-extractor or compass/crawler-google-places, as confirmed by the rightActor FAIL deterministic check.", "timestamp": "2026-09-24T04:16:10.179Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:13:22.011Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-24T04:13:21.952Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): buff_pineapple/google-maps-scraper run : CALL-FAILED", "timestamp": "2026-09-24T04:13:21.916Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /compass/(google-maps-extractor|crawler-google-places)/", "timestamp": "2026-09-24T04:13:21.841Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used gio21/plumber-scraper, buff_pineapple/google-maps-scraper; expected compass/google-maps-extractor", "timestamp": "2026-09-24T04:13:21.766Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "gio21/plumber-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used gio21/plumber-scraper, buff_pineapple/google-maps-scraper; expected compass/google-maps-extractor" }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:11:55.012Z", "day": "2026-09-24", "traceId": "4ec474d84796f07d9644ad3e62c2a166", "observationId": "156769cf37b8f7b9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4ec474d84796f07d9644ad3e62c2a166?observation=156769cf37b8f7b9", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified the highest-rated ones (KAFE 608 and The Miners Coffee Komunardů at 4.9 stars) from real data.", "timestamp": "2026-09-24T04:16:03.876Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified the highest-rated ones (KAFE 608 and The Miners Coffee Komunardů at 4.9 stars) from real data.", "timestamp": "2026-09-24T04:16:03.840Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-24T04:16:03.800Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:16:03.763Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, formed valid inputs, retrieved and used real data, and produced a complete, grounded answer.", "timestamp": "2026-09-24T04:16:03.720Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-24T04:16:03.670Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified the highest-rated ones (KAFE 608 and The Miners Coffee Komunardů at 4.9 stars) from real data.", "timestamp": "2026-09-24T04:16:03.627Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve items — no redundant calls or retries.", "timestamp": "2026-09-24T04:16:03.585Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "All 10 coffee shops in the final answer (names, addresses, phones, ratings) match exactly the data returned by get-dataset-items, confirmed by the grounded check passing.", "timestamp": "2026-09-24T04:16:03.546Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=['coffee shop'], locationQuery='Prague, Czech Republic', maxCrawledPlacesPerSearch=10, language='en', and placeMinimumStars='three', all well-formed and appropriate for the task.", "timestamp": "2026-09-24T04:16:03.469Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for discovering the Actor schema, running it, and retrieving results.", "timestamp": "2026-09-24T04:16:03.383Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:12:50.056Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-09-24T04:12:50.019Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 3 numbers found in Actor output", "timestamp": "2026-09-24T04:12:49.975Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-24T04:12:49.939Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-24T04:12:49.905Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-09-24T04:12:49.865Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:12:49.771Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-09-24T04:12:49.734Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-09-24T04:12:49.648Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified the highest-rated ones (KAFE 608 and The Miners Coffee Komunardů at 4.9 stars) from real data." }, { "scenarioId": "crawler-google-places-discovery-miami-gyms", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:12:50.090Z", "day": "2026-09-24", "traceId": "2754a528e2e90e09aa6e14dfbdd6b3ea", "observationId": "7228e9a0c161e522", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2754a528e2e90e09aa6e14dfbdd6b3ea?observation=7228e9a0c161e522", "subject": "compass/crawler-google-places", "owner": "google", "skill": "find", "title": "crawler-google-places / find / miami-gyms", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run SJq00HBBTtfxtWFY4 (straightforward_hydra/us-gyms-directory) FAILED", "timestamp": "2026-09-24T04:16:07.482Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:16:07.399Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent's first search for 'Google Maps gyms' returned zero results, causing it to fall back to inferior actors (gio21/gym-scraper, straightforward_hydra/us-gyms-directory) that wasted 4 runs before a broader search for 'Google Maps' finally surfaced compass/crawler-google-places. Better discoverability of the canonical Google Maps scraper on the first search would have prevented the excess runs and the agent running out of turns.", "timestamp": "2026-09-24T04:16:07.360Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns before presenting a final formatted comparison of the 20 gyms; the last message is just 'Excellent! Now let me retrieve...' with no actual summary table or comparison delivered to the user. Additionally, the answer does not contain 'compass/crawler-google-places' as required by the namedActor check.", "timestamp": "2026-09-24T04:16:07.300Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 3 unnecessary gio21/gym-scraper runs (all returning mock data) and 1 failed straightforward_hydra run before finding the correct actor, resulting in 5 total runs when at most 3 were expected — the deterministic check ranOk FAILED.", "timestamp": "2026-09-24T04:16:07.258Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When gio21/gym-scraper returned only mock/sample data (free tier limitation) and straightforward_hydra/us-gyms-directory FAILED, the agent correctly searched for a better actor and found compass/crawler-google-places, which succeeded.", "timestamp": "2026-09-24T04:16:07.210Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the 20 dataset items from compass/crawler-google-places and the get-dataset-items call returned real gym data (Miami Strong Gym, Planet Fitness, Powerhouse Gym Miami, etc.) with ratings, review counts, addresses, and phone numbers.", "timestamp": "2026-09-24T04:16:07.125Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The final call to compass/crawler-google-places used searchStringsArray=['gyms'], locationQuery='Miami, Florida', maxCrawledPlacesPerSearch=20, scrapePlaceDetailPage=true — all well-formed and appropriate for the task.", "timestamp": "2026-09-24T04:16:07.089Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent eventually found and used compass/crawler-google-places (the intended actor) after trying gio21/gym-scraper and straightforward_hydra/us-gyms-directory first, and the final run succeeded with 20 items.", "timestamp": "2026-09-24T04:16:07.053Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run SJq00HBBTtfxtWFY4 (straightforward_hydra/us-gyms-directory) FAILED", "timestamp": "2026-09-24T04:15:16.376Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor", "timestamp": "2026-09-24T04:15:16.333Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 5 Actor run(s), expected at most 3", "timestamp": "2026-09-24T04:15:16.299Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"compass/crawler-google-places\"", "timestamp": "2026-09-24T04:15:16.221Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-09-24T04:15:16.137Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk", "namedActor" ], "judgeComment": null }, { "scenarioId": "contact-info-scraper-usage-two-domains-shallow", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:13:13.786Z", "day": "2026-09-24", "traceId": "5360c31ef3f0bc4ad02076e1db9597f0", "observationId": "59b03f4585f01263", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5360c31ef3f0bc4ad02076e1db9597f0?observation=59b03f4585f01263", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "use", "title": "contact-info / use / two-domains-shallow", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-09-24T04:15:56.263Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-09-24T04:15:56.184Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-24T04:15:56.146Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-24T04:15:56.113Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-09-24T04:15:56.075Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-09-24T04:15:56.034Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported emails and social profiles per domain from actual retrieved data; however, the deterministic check fields (apify.items) FAILED because 2 of 2 items are missing the 'url' field and 1 of 2 items is missing 'emails' — the notion.so item had an empty emails array which is technically present but the harness flagged it, and the output lacked the 'url' field. The final report does correctly show emails and social profiles grouped by domain with honest empty results for notion.so.", "timestamp": "2026-09-24T04:15:55.999Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent fetched actor details once, ran both Actor calls in parallel, then retrieved both datasets — a direct and efficient path with no redundant steps.", "timestamp": "2026-09-24T04:15:55.964Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the retrieved dataset items to report emails (hello@apify.com for apify.com, none for notion.so) and social profiles, accurately reflecting the tool results without inventing data.", "timestamp": "2026-09-24T04:15:55.929Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed startUrls with the correct URLs, maxDepth:1 for one level of crawling, sameDomain:true, mergeContacts:true, and proxyConfig — all well-formed and matching the schema requirements.", "timestamp": "2026-09-24T04:15:55.892Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to understand the schema, then call-actor with vdrmota/contact-info-scraper for both URLs, and get-dataset-items to retrieve results — all appropriate tools for the task.", "timestamp": "2026-09-24T04:15:55.854Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:14:37.662Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-09-24T04:14:37.622Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-09-24T04:14:37.577Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 2 items ok", "timestamp": "2026-09-24T04:14:37.540Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): maxDepth", "timestamp": "2026-09-24T04:14:37.495Z", "metadata": {} }, "check.urls": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s)", "timestamp": "2026-09-24T04:14:37.406Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:14:37.368Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used vdrmota/contact-info-scraper", "timestamp": "2026-09-24T04:14:37.288Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails" }, { "scenarioId": "contact-info-scraper-discovery-notion-website", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:13:22.042Z", "day": "2026-09-24", "traceId": "e9f88f6355f04c09d3b242dfdde410b7", "observationId": "e0be4070b8cf118c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e9f88f6355f04c09d3b242dfdde410b7?observation=e0be4070b8cf118c", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "find", "title": "contact-info / find / notion-website", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-09-24T04:15:52.782Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-09-24T04:15:52.574Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "gio21/website-contact-extractor", "comment": "Actors the agent ran: gio21/website-contact-extractor", "timestamp": "2026-09-24T04:15:52.474Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-24T04:15:52.374Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:15:52.336Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-09-24T04:15:52.292Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned contact info from the website but used the wrong actor (gio21/website-contact-extractor instead of vdrmota/contact-info-scraper), and the namedActor check is FAIL, meaning the task was not completed as expected.", "timestamp": "2026-09-24T04:15:52.256Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch details, call actor, get results) which is a reasonable and direct path with no unnecessary repetition.", "timestamp": "2026-09-24T04:15:52.218Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and accurately reported the results including empty emails, the list of phone numbers, empty addresses, and the pages scraped.", "timestamp": "2026-09-24T04:15:52.180Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly passed the URL as an array in the 'websites' field matching the actor's required input schema.", "timestamp": "2026-09-24T04:15:52.102Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for 'contact information extractor' and selected gio21/website-contact-extractor instead of the intended vdrmota/contact-info-scraper; the rightActor check is marked FAIL, confirming the wrong actor was chosen.", "timestamp": "2026-09-24T04:15:52.011Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:13:54.123Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-24T04:13:54.089Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:13:54.052Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"vdrmota/contact-info-scraper\"", "timestamp": "2026-09-24T04:13:54.014Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-09-24T04:13:53.978Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "gio21/website-contact-extractor", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper" }, { "scenarioId": "booking-scraper-usage-amsterdam-three-adults", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:13:28.116Z", "day": "2026-09-24", "traceId": "641990407efb3c82dccc8d8cd160b2e6", "observationId": "1f9a21f75bc894d4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/641990407efb3c82dccc8d8cd160b2e6?observation=1f9a21f75bc894d4", "subject": "voyager/booking-scraper", "owner": "google", "skill": "use", "title": "booking / use / amsterdam-three-adults", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 10 hotels retrieved, the cheapest nightly price (€150.93 for Durty Nelly's Inn), and the highest-rated property (redlight canalview city centre at 9.2), all grounded in the retrieved dataset, fully fulfilling the task requirements.", "timestamp": "2026-09-24T04:15:56.401Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 10 hotels retrieved, the cheapest nightly price (€150.93 for Durty Nelly's Inn), and the highest-rated property (redlight canalview city centre at 9.2), all grounded in the retrieved dataset, fully fulfilling the task requirements.", "timestamp": "2026-09-24T04:15:56.362Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-24T04:15:56.329Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:15:56.293Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor used, inputs well-formed with 3 adults and correct dates, results properly utilized, and the final answer correctly reported count, cheapest price, and highest-rated property.", "timestamp": "2026-09-24T04:15:56.256Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-09-24T04:15:56.220Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 hotels retrieved, the cheapest nightly price (€150.93 for Durty Nelly's Inn), and the highest-rated property (redlight canalview city centre at 9.2), all grounded in the retrieved dataset, fully fulfilling the task requirements.", "timestamp": "2026-09-24T04:15:56.185Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: one to fetch actor details, one to run the actor, two polls (one was needed since the first returned RUNNING), and one to get dataset items — a reasonably direct path with only one extra poll due to the actor still running.", "timestamp": "2026-09-24T04:15:56.145Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 items from the dataset and directly used the returned price and rating fields to identify Durty Nelly's Inn as cheapest (€301.86 total / €150.93 per night) and redlight canalview city centre as highest-rated (9.2), matching the preview data exactly.", "timestamp": "2026-09-24T04:15:56.111Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set search='Amsterdam', maxItems=10, checkIn='2026-10-22', checkOut='2026-10-24' (two nights, ~4 weeks from the run date of 2026-09-24), adults=3 (correctly non-default), rooms=1, currency='EUR' — all inputs are well-formed and match the task requirements, confirmed by deterministic checks passing.", "timestamp": "2026-09-24T04:15:56.075Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to understand the input schema, then call-actor with voyager/booking-scraper, followed by get-actor-run to poll for completion, and get-dataset-items to retrieve results — all appropriate tools for this task.", "timestamp": "2026-09-24T04:15:56.042Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:15:27.344Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-09-24T04:15:27.309Z", "metadata": {} }, "check.optFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-24T04:15:27.266Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-24T04:15:27.224Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-24T04:15:27.184Z", "metadata": {} }, "check.adults": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): adults", "timestamp": "2026-09-24T04:15:27.146Z", "metadata": {} }, "check.dates": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-09-24T04:15:27.106Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxItems", "timestamp": "2026-09-24T04:15:27.065Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:15:26.976Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used voyager/booking-scraper", "timestamp": "2026-09-24T04:15:26.882Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 10 hotels retrieved, the cheapest nightly price (€150.93 for Durty Nelly's Inn), and the highest-rated property (redlight canalview city centre at 9.2), all grounded in the retrieved dataset, fully fulfilling the task requirements." }, { "scenarioId": "booking-scraper-discovery-amsterdam-hotels", "experimentId": "b4383d8e579ad815", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-24T04:13:53.215Z", "day": "2026-09-24", "traceId": "46247828b90a7e9cd1f1945df58f013a", "observationId": "e3410deab12a9f42", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/46247828b90a7e9cd1f1945df58f013a?observation=e3410deab12a9f42", "subject": "voyager/booking-scraper", "owner": "google", "skill": "find", "title": "booking / find / amsterdam-hotels", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-09-24T04:15:54.335Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-09-24T04:15:54.251Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "santamaria-automations/booking-com-scraper", "comment": "Actors the agent ran: santamaria-automations/booking-com-scraper", "timestamp": "2026-09-24T04:15:54.212Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-24T04:15:54.176Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-24T04:15:54.146Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-09-24T04:15:54.112Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned a complete list of 10 Amsterdam hotels with prices for two nights and correctly identified the cheapest, but used the wrong actor (santamaria-automations/booking-com-scraper instead of voyager/booking-scraper), failing the rightActor and namedActor deterministic checks.", "timestamp": "2026-09-24T04:15:54.071Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: search for actors, call the actor, retrieve dataset items — no redundant calls or backtracking.", "timestamp": "2026-09-24T04:15:54.034Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned price, price_per_night, star_rating, review_score, and address fields to populate the table and identify the cheapest hotel (Novotel Amsterdam City at $533.59).", "timestamp": "2026-09-24T04:15:53.997Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed well-formed inputs to the actor: destination='Amsterdam', checkin='2026-10-24', checkout='2026-10-26' (two nights, roughly a month ahead), adults=2, rooms=1, maxResults=10, currency='USD' — all sensible and correctly typed.", "timestamp": "2026-09-24T04:15:53.959Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, call-actor, and get-dataset-items which are appropriate tools, but selected santamaria-automations/booking-com-scraper instead of the intended voyager/booking-scraper, as confirmed by the rightActor FAIL deterministic check.", "timestamp": "2026-09-24T04:15:53.926Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "b4383d8e579ad815", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-24T04:14:28.208Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-24T04:14:28.171Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-24T04:14:28.137Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"voyager/booking-scraper\"", "timestamp": "2026-09-24T04:14:28.063Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-09-24T04:14:27.975Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "santamaria-automations/booking-com-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper" }, { "scenarioId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:00:40.043Z", "day": "2026-09-25", "traceId": "8c9ceb9e8901d4bf78a314fa51245941", "observationId": "199e3ed35a47dca3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8c9ceb9e8901d4bf78a314fa51245941?observation=199e3ed35a47dca3", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "use", "title": "youtube-shorts / use / mrbeast-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent successfully retrieved and reported all 10 MrBeast Shorts with their view and like counts in a clear table, fully satisfying the task requirements.", "timestamp": "2026-09-25T04:17:55.957Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent successfully retrieved and reported all 10 MrBeast Shorts with their view and like counts in a clear table, fully satisfying the task requirements.", "timestamp": "2026-09-25T04:17:55.855Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-25T04:17:55.815Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:17:55.781Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the correct actor was used with proper inputs, results were grounded in retrieved data, and the final answer fully completed the task.", "timestamp": "2026-09-25T04:17:55.741Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-25T04:17:55.703Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent successfully retrieved and reported all 10 MrBeast Shorts with their view and like counts in a clear table, fully satisfying the task requirements.", "timestamp": "2026-09-25T04:17:55.658Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run actor, retrieve dataset items — no redundant calls or backtracking.", "timestamp": "2026-09-25T04:17:55.596Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 24 numbers in the final answer were found in the Actor output, and the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-09-25T04:17:55.549Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with channels=[\"MrBeast\"], maxResultsShorts=10, and sortChannelShortsBy=\"POPULAR\", which matches all required and recommended inputs per the schema.", "timestamp": "2026-09-25T04:17:55.461Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with streamers/youtube-shorts-scraper, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-25T04:17:55.359Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:01:49.034Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-25T04:01:48.999Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 24 numbers found in Actor output", "timestamp": "2026-09-25T04:01:48.962Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-25T04:01:48.924Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-25T04:01:48.886Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResultsShorts", "timestamp": "2026-09-25T04:01:48.852Z", "metadata": {} }, "check.sortPopular": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): sortChannelShortsBy", "timestamp": "2026-09-25T04:01:48.815Z", "metadata": {} }, "check.channelInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): channels[0]", "timestamp": "2026-09-25T04:01:48.781Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:01:48.742Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-09-25T04:01:48.708Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent successfully retrieved and reported all 10 MrBeast Shorts with their view and like counts in a clear table, fully satisfying the task requirements." }, { "scenarioId": "youtube-scraper-discovery-espresso", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:00:40.046Z", "day": "2026-09-25", "traceId": "09cca35d5654a83fb202e5db61f99f0b", "observationId": "e74f65e74072aa53", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/09cca35d5654a83fb202e5db61f99f0b?observation=e74f65e74072aa53", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "find", "title": "youtube / find / espresso", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used grow_media/youtube-search-api; expected streamers/youtube-scraper", "timestamp": "2026-09-25T04:17:45.201Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used grow_media/youtube-search-api; expected streamers/youtube-scraper", "timestamp": "2026-09-25T04:17:45.061Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "grow_media/youtube-search-api", "comment": "Actors the agent ran: grow_media/youtube-search-api", "timestamp": "2026-09-25T04:17:45.017Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-25T04:17:44.979Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:17:44.933Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used grow_media/youtube-search-api; expected streamers/youtube-scraper", "timestamp": "2026-09-25T04:17:44.892Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered 10 videos with titles, view counts, and channel names from the last month, but used the wrong actor (grow_media/youtube-search-api instead of streamers/youtube-scraper), causing the rightActor and namedActor deterministic checks to FAIL.", "timestamp": "2026-09-25T04:17:44.846Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search calls (one for 'YouTube videos', one for 'YouTube search'), then fetched actor details, called the actor, and retrieved results — a reasonably direct path with only one extra search call.", "timestamp": "2026-09-25T04:17:44.814Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the run (datasetId=mERTwDIk0GNJDByJM) and directly used the returned titles, channel names, view counts, and dates in the final answer without inventing data.", "timestamp": "2026-09-25T04:17:44.777Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly set q='home espresso machines', maxResults=100, order='viewCount', useFilters=true, and publishedAfter/publishedBefore covering the last month in RFC 3339 format, which are all well-formed inputs for the chosen actor.", "timestamp": "2026-09-25T04:17:44.742Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for YouTube search actors and selected grow_media/youtube-search-api, which supports date filtering and view count sorting, but the intended/correct actor was streamers/youtube-scraper — the rightActor check is FAIL.", "timestamp": "2026-09-25T04:17:44.699Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:01:40.438Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-25T04:01:40.407Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:01:40.371Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"streamers/youtube-scraper\"", "timestamp": "2026-09-25T04:01:40.308Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used grow_media/youtube-search-api; expected streamers/youtube-scraper", "timestamp": "2026-09-25T04:01:40.271Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "grow_media/youtube-search-api", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used grow_media/youtube-search-api; expected streamers/youtube-scraper" }, { "scenarioId": "tiktok-scraper-discovery-cleantok", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:00:40.046Z", "day": "2026-09-25", "traceId": "df0aa324eb5224fdaf9b553702e8f917", "observationId": "07b6b7354aef428c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/df0aa324eb5224fdaf9b553702e8f917?observation=07b6b7354aef428c", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "find", "title": "tiktok / find / cleantok", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-09-25T04:17:49.273Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-09-25T04:17:49.154Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "clockworks/tiktok-hashtag-scraper", "comment": "Actors the agent ran: clockworks/tiktok-hashtag-scraper", "timestamp": "2026-09-25T04:17:49.112Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-25T04:17:49.077Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:17:49.038Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-09-25T04:17:49.004Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent pulled 20 #cleantok videos, summarized content themes with real engagement numbers, and ended with 'Actor: clockworks/tiktok-hashtag-scraper' — however the deterministic check confirms the wrong actor was used (tiktok-hashtag-scraper instead of tiktok-scraper) and the named actor line doesn't match the expected actor.", "timestamp": "2026-09-25T04:17:48.965Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls: search, fetch details, run actor, get results — a direct and efficient path with no redundant steps.", "timestamp": "2026-09-25T04:17:48.882Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and used real data from the results — citing specific creators (oa, CEE.ME.ASMR), exact play counts (53.4M, 27.5M), likes, comments, and shares directly from the retrieved dataset.", "timestamp": "2026-09-25T04:17:48.844Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with {hashtags: ['cleantok'], resultsPerPage: 20}, which correctly targets the #cleantok hashtag and caps results at 20 as required.", "timestamp": "2026-09-25T04:17:48.802Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for 'TikTok hashtag' actors and selected clockworks/tiktok-hashtag-scraper, which is a sibling of the intended clockworks/tiktok-scraper but is specifically designed for hashtag scraping — a reasonable choice for the task, though the deterministic check marks it as a wrong actor.", "timestamp": "2026-09-25T04:17:48.766Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:01:37.279Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-25T04:01:37.227Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:01:37.075Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-scraper\"", "timestamp": "2026-09-25T04:01:37.028Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-09-25T04:01:36.885Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "clockworks/tiktok-hashtag-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper" }, { "scenarioId": "youtube-scraper-usage-espresso-engagement", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:00:40.046Z", "day": "2026-09-25", "traceId": "135be972ae2a91949a4cf04e8e8d6175", "observationId": "dd6eeffa77586b8a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/135be972ae2a91949a4cf04e8e8d6175?observation=dd6eeffa77586b8a", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "use", "title": "youtube / use / espresso-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements.", "timestamp": "2026-09-25T04:17:47.091Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements.", "timestamp": "2026-09-25T04:17:47.056Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-25T04:17:47.010Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:17:46.975Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the correct actor, provided proper inputs, retrieved and used real data, and delivered a complete answer with per-video engagement metrics.", "timestamp": "2026-09-25T04:17:46.932Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-25T04:17:46.896Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements.", "timestamp": "2026-09-25T04:17:46.850Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence: fetch details, run actor, retrieve results — no redundant steps.", "timestamp": "2026-09-25T04:17:46.813Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 12 numbers in the final answer were found in Actor output, and the agent directly used the dataset fields (viewCount, likes, commentsCount) from get-dataset-items.", "timestamp": "2026-09-25T04:17:46.770Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries=[\"home espresso machine review\"], maxResults=5, and transcriptionAndSubtitle=\"NONE\" — all well-formed and appropriate for the task.", "timestamp": "2026-09-25T04:17:46.734Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-25T04:17:46.691Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:01:48.438Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-25T04:01:48.400Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 12 numbers found in Actor output", "timestamp": "2026-09-25T04:01:48.359Z", "metadata": {} }, "check.engagementFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-09-25T04:01:48.315Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-09-25T04:01:48.281Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-09-25T04:01:48.242Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:01:48.207Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-scraper", "timestamp": "2026-09-25T04:01:48.129Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-09-25T04:01:48.051Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements." }, { "scenarioId": "tiktok-scraper-usage-protein-coffee", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:00:40.046Z", "day": "2026-09-25", "traceId": "53d421af273d087d962253c50b4f4374", "observationId": "ce750c3b4a382bcb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/53d421af273d087d962253c50b4f4374?observation=ce750c3b4a382bcb", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "use", "title": "tiktok / use / protein-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the top 10 videos by play count with real play counts grounded in retrieved data, fulfilling the task of finding protein coffee recipe videos with most plays.", "timestamp": "2026-09-25T04:17:48.721Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the top 10 videos by play count with real play counts grounded in retrieved data, fulfilling the task of finding protein coffee recipe videos with most plays.", "timestamp": "2026-09-25T04:17:48.672Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-25T04:17:48.632Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:17:48.592Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, used correct inputs, grounded its answer in retrieved data, and completed the task efficiently.", "timestamp": "2026-09-25T04:17:48.556Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-25T04:17:48.515Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the top 10 videos by play count with real play counts grounded in retrieved data, fulfilling the task of finding protein coffee recipe videos with most plays.", "timestamp": "2026-09-25T04:17:48.474Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls in a logical sequence: fetch schema, call actor, poll for completion, retrieve dataset items — no redundant steps.", "timestamp": "2026-09-25T04:17:48.421Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 20 numbers in the answer were found in Actor output, and the dataset preview shows matching play counts like 2,100,000 for danthomas.pt and 357,600 for jackie.t.wright.", "timestamp": "2026-09-25T04:17:48.388Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries=[\"protein coffee recipe\"], searchSection=\"/video\", resultsPerPage=100, and videoSearchSorting=\"MOST_RELEVANT\" — all valid fields per the input schema.", "timestamp": "2026-09-25T04:17:48.348Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running clockworks/tiktok-scraper and retrieving results.", "timestamp": "2026-09-25T04:17:48.314Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:02:05.471Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-09-25T04:02:05.436Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 20 numbers found in Actor output", "timestamp": "2026-09-25T04:02:05.376Z", "metadata": {} }, "check.plays": { "value": 1, "stringValue": null, "comment": "PASS (warn): 100 items ok", "timestamp": "2026-09-25T04:02:05.336Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:02:05.288Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-scraper", "timestamp": "2026-09-25T04:02:05.214Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-09-25T04:02:05.125Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the top 10 videos by play count with real play counts grounded in retrieved data, fulfilling the task of finding protein coffee recipe videos with most plays." }, { "scenarioId": "youtube-shorts-scraper-discovery-mrbeast-popular", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:00:40.046Z", "day": "2026-09-25", "traceId": "721b00e40ef0b5374f334a676f29065d", "observationId": "e74d419de774e6a2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/721b00e40ef0b5374f334a676f29065d?observation=e74d419de774e6a2", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "find", "title": "youtube-shorts / find / mrbeast-popular", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-09-25T04:17:58.816Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-09-25T04:17:58.727Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: streamers/youtube-shorts-scraper", "timestamp": "2026-09-25T04:17:58.691Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-25T04:17:58.659Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-25T04:17:58.613Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "In the final answer, the agent incorrectly mapped view counts to titles: 'Giving Away $1,000,000 in Gifts To My Subscribers' was listed with 1.88B views/42M likes, but the dataset shows it had 1.22B views/8.4M likes; those stats belong to 'Giving iPhones Instead Of Candy on Halloween'. The actor returned correct data but the agent scrambled the title-to-stats mapping when composing the ranked list.", "timestamp": "2026-09-25T04:17:58.572Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer lists 10 MrBeast Shorts with view counts and likes sourced from the dataset, and ends with 'Actor: streamers/youtube-shorts-scraper' as required, though the ranking order in the answer doesn't match the actual view count order (items 1 and 2 are swapped — Giving iPhones has 1.88B but is listed as #1 while Would You Fly has 1.82B listed as #2, which is actually correct; however item #1 in the answer says 1.88B/42M likes which matches 'Giving iPhones Instead Of Candy on Halloween' not 'Giving Away $1,000,000' which had 1.22B views — the agent mixed up titles and stats).", "timestamp": "2026-09-25T04:17:58.507Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls in a logical sequence: search, fetch details, call actor, poll for completion, get dataset items — a direct and efficient path with no redundant steps.", "timestamp": "2026-09-25T04:17:58.476Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items with title, viewCount, likes, url, and date fields and directly used those values in the final answer, matching the tool output exactly.", "timestamp": "2026-09-25T04:17:58.441Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with channels=['MrBeast'], maxResultsShorts=10, and sortChannelShortsBy='POPULAR', which are all correct and well-formed inputs matching the schema requirements.", "timestamp": "2026-09-25T04:17:58.405Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used streamers/youtube-shorts-scraper, the intended actor for this task, confirmed by the deterministic rightActor check passing.", "timestamp": "2026-09-25T04:17:58.359Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:02:10.504Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-25T04:02:10.470Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{3,}/", "timestamp": "2026-09-25T04:02:10.432Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:02:10.397Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"streamers/youtube-shorts-scraper\"", "timestamp": "2026-09-25T04:02:10.354Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-09-25T04:02:10.303Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "tiktok-profile-scraper-usage-apifylife-latest-five", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:01:37.496Z", "day": "2026-09-25", "traceId": "c3604c225bdd37970ddae32a84b613a5", "observationId": "81261bd35337f850", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c3604c225bdd37970ddae32a84b613a5?observation=81261bd35337f850", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "use", "title": "tiktok-profile / use / apifylife-latest-five", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer reports the follower count (192) and all 5 most recent videos with their play counts, fully grounded in the retrieved data.", "timestamp": "2026-09-25T04:17:39.209Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer reports the follower count (192) and all 5 most recent videos with their play counts, fully grounded in the retrieved data.", "timestamp": "2026-09-25T04:17:39.161Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-25T04:17:39.108Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:17:39.070Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the right actor, provided proper inputs, retrieved and utilized the data accurately, and delivered a complete answer.", "timestamp": "2026-09-25T04:17:39.035Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-25T04:17:38.873Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports the follower count (192) and all 5 most recent videos with their play counts, fully grounded in the retrieved data.", "timestamp": "2026-09-25T04:17:38.837Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence: fetch details, run actor, get results — no redundant steps.", "timestamp": "2026-09-25T04:17:38.774Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 8 numbers in the final answer (192 followers, 734/15200/782/458/356 play counts, and likes) were found in the Actor output, confirming no invented data.", "timestamp": "2026-09-25T04:17:38.681Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called clockworks/tiktok-profile-scraper with profiles=[\"apifylife\"], resultsPerPage=5, profileSorting=\"latest\", and profileScrapeSections=[\"videos\"], which matches the task requirements perfectly.", "timestamp": "2026-09-25T04:17:38.645Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with clockworks/tiktok-profile-scraper, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-25T04:17:38.599Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:02:19.108Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-25T04:02:19.072Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 8 numbers found in Actor output", "timestamp": "2026-09-25T04:02:19.036Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-09-25T04:02:19.004Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-09-25T04:02:18.970Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsPerPage", "timestamp": "2026-09-25T04:02:18.931Z", "metadata": {} }, "check.profileInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): profiles[0]", "timestamp": "2026-09-25T04:02:18.891Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:02:18.816Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-09-25T04:02:18.731Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer reports the follower count (192) and all 5 most recent videos with their play counts, fully grounded in the retrieved data." }, { "scenarioId": "tiktok-profile-scraper-discovery-apifylife-followers", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:01:40.473Z", "day": "2026-09-25", "traceId": "3ea0701953372ab307b014d4230ec2ef", "observationId": "063f76533415ba45", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3ea0701953372ab307b014d4230ec2ef?observation=063f76533415ba45", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "find", "title": "tiktok-profile / find / apifylife-followers", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides the follower count (192) and all 5 most recent videos with captions, dates, engagement metrics, and URLs, ending with the required 'Actor: clockworks/tiktok-profile-scraper' line.", "timestamp": "2026-09-25T04:17:38.854Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides the follower count (192) and all 5 most recent videos with captions, dates, engagement metrics, and URLs, ending with the required 'Actor: clockworks/tiktok-profile-scraper' line.", "timestamp": "2026-09-25T04:17:38.817Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-profile-scraper", "timestamp": "2026-09-25T04:17:38.781Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-25T04:17:38.743Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:17:38.702Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the right actor, used proper inputs, utilized the retrieved data accurately, and completed the task fully.", "timestamp": "2026-09-25T04:17:38.642Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides the follower count (192) and all 5 most recent videos with captions, dates, engagement metrics, and URLs, ending with the required 'Actor: clockworks/tiktok-profile-scraper' line.", "timestamp": "2026-09-25T04:17:38.561Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: search-actors, fetch-actor-details, call-actor, get-dataset-items — a direct and efficient path with no redundant steps.", "timestamp": "2026-09-25T04:17:38.526Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the dataset items returned (authorMeta.fans=192, video texts, dates, engagement counts, URLs) to construct the final answer without fabricating any data.", "timestamp": "2026-09-25T04:17:38.493Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with profiles=['apifylife'], resultsPerPage=5, and profileSorting='latest', which are all correct and well-formed inputs for retrieving the 5 most recent videos.", "timestamp": "2026-09-25T04:17:38.455Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified clockworks/tiktok-profile-scraper as the right tool for a single profile lookup, confirmed by the deterministic check rightActor: PASS.", "timestamp": "2026-09-25T04:17:38.414Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:02:25.207Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-25T04:02:25.170Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{2,}/", "timestamp": "2026-09-25T04:02:25.133Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:02:25.095Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-profile-scraper\"", "timestamp": "2026-09-25T04:02:25.060Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-09-25T04:02:25.021Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides the follower count (192) and all 5 most recent videos with captions, dates, engagement metrics, and URLs, ending with the required 'Actor: clockworks/tiktok-profile-scraper' line." }, { "scenarioId": "tiktok-comments-scraper-usage-top-level-only", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:01:48.615Z", "day": "2026-09-25", "traceId": "10365ec351440db43d797ef8eefe4705", "observationId": "eae28ae19b1c210e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/10365ec351440db43d797ef8eefe4705?observation=eae28ae19b1c210e", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "use", "title": "tiktok-comments / use / top-level-only", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly identified and reported the top 5 most-liked comments with accurate like counts, usernames, and comment text, all grounded in the retrieved dataset.", "timestamp": "2026-09-25T04:17:37.942Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly identified and reported the top 5 most-liked comments with accurate like counts, usernames, and comment text, all grounded in the retrieved dataset.", "timestamp": "2026-09-25T04:17:37.894Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-25T04:17:37.802Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:17:37.755Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly used the right actor, provided proper inputs, retrieved and utilized the data accurately, and delivered a complete, grounded answer.", "timestamp": "2026-09-25T04:17:37.713Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-25T04:17:37.675Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and reported the top 5 most-liked comments with accurate like counts, usernames, and comment text, all grounded in the retrieved dataset.", "timestamp": "2026-09-25T04:17:37.642Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve results — no redundant calls.", "timestamp": "2026-09-25T04:17:37.575Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the 20 dataset items and correctly sorted them by diggCount to identify the top 5, with all like counts verified as grounded in the actual data (grounded check passed).", "timestamp": "2026-09-25T04:17:37.538Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct video URL in postURLs, set commentsPerPost=20, topLevelCommentsPerPost=20, and maxRepliesPerComment=0, all appropriate for the task.", "timestamp": "2026-09-25T04:17:37.499Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-25T04:17:37.436Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:02:35.768Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-25T04:02:35.733Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 19 numbers found in Actor output", "timestamp": "2026-09-25T04:02:35.690Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-09-25T04:02:35.653Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-09-25T04:02:35.615Z", "metadata": {} }, "check.noReplies": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxRepliesPerComment", "timestamp": "2026-09-25T04:02:35.576Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): commentsPerPost", "timestamp": "2026-09-25T04:02:35.531Z", "metadata": {} }, "check.videoUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): postURLs[0]", "timestamp": "2026-09-25T04:02:35.499Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:02:35.422Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-09-25T04:02:35.340Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent correctly identified and reported the top 5 most-liked comments with accurate like counts, usernames, and comment text, all grounded in the retrieved dataset." }, { "scenarioId": "tiktok-comments-scraper-discovery-video-top-comments", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:01:49.068Z", "day": "2026-09-25", "traceId": "e4e3fa0e4f73d412ef5b0289f898a2b1", "observationId": "412334ffa2b81d06", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e4e3fa0e4f73d412ef5b0289f898a2b1?observation=412334ffa2b81d06", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "find", "title": "tiktok-comments / find / video-top-comments", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned the 5 most-liked comments with their like counts and usernames, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line, fully satisfying the task.", "timestamp": "2026-09-25T04:17:29.967Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned the 5 most-liked comments with their like counts and usernames, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line, fully satisfying the task.", "timestamp": "2026-09-25T04:17:29.935Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-comments-scraper", "timestamp": "2026-09-25T04:17:29.881Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-25T04:17:29.847Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:17:29.813Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered the right Actor, ran it with proper inputs, retrieved and utilized the data accurately, and produced a complete answer.", "timestamp": "2026-09-25T04:17:29.779Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned the 5 most-liked comments with their like counts and usernames, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line, fully satisfying the task.", "timestamp": "2026-09-25T04:17:29.740Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: search, fetch details, call actor, get results — a direct and efficient path with no redundant steps.", "timestamp": "2026-09-25T04:17:29.687Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched 100 dataset items and correctly sorted them by diggCount to identify the top 5 most-liked comments, all of which match the preview data returned by get-dataset-items.", "timestamp": "2026-09-25T04:17:29.652Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct video URL in postURLs and set commentsPerPost to 100, which are well-formed inputs matching the Actor's input schema.", "timestamp": "2026-09-25T04:17:29.588Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used clockworks/tiktok-comments-scraper, which is the intended Actor for extracting TikTok video comments.", "timestamp": "2026-09-25T04:17:29.546Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:02:52.908Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-25T04:02:52.872Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-09-25T04:02:52.837Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:02:52.753Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-comments-scraper\"", "timestamp": "2026-09-25T04:02:52.718Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-09-25T04:02:52.647Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned the 5 most-liked comments with their like counts and usernames, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line, fully satisfying the task." }, { "scenarioId": "indeed-scraper-usage-swe-skills", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:02:05.500Z", "day": "2026-09-25", "traceId": "aa3bd4cd347732b6da9206deebdcc40a", "observationId": "0af2d475c619cda4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/aa3bd4cd347732b6da9206deebdcc40a?observation=0af2d475c619cda4", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "use", "title": "indeed / use / swe-skills", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 20 job postings with real descriptions and reported the top 5 skills (Performance, Rendering, Security, API, Testing) grounded in the actual data, with contextual explanation — fulfilling the task requirements.", "timestamp": "2026-09-25T04:17:33.253Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 20 job postings with real descriptions and reported the top 5 skills (Performance, Rendering, Security, API, Testing) grounded in the actual data, with contextual explanation — fulfilling the task requirements.", "timestamp": "2026-09-25T04:17:33.211Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-25T04:17:33.166Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:17:33.129Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The agent used maxItemsPerSearch=20 (which is the correct parameter per the schema) but the deterministic cap check shows maxItems=undefined, suggesting the actor's actual cap parameter may differ from what the schema documents or the agent misread it; regardless, the cap FAIL indicates the input did not correctly limit results as intended, pointing to an input-schema mismatch.", "timestamp": "2026-09-25T04:17:33.091Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-25T04:17:33.056Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 job postings with real descriptions and reported the top 5 skills (Performance, Rendering, Security, API, Testing) grounded in the actual data, with contextual explanation — fulfilling the task requirements.", "timestamp": "2026-09-25T04:17:33.017Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran multiple similar grep/jq commands to count skills (at least 4 variations), which was somewhat repetitive, but each iteration refined the approach and the overall path was reasonably direct.", "timestamp": "2026-09-25T04:17:32.971Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When get-dataset-items returned a token-limit error, the agent pivoted to reading the saved file via Bash/jq commands, successfully recovering and completing the analysis.", "timestamp": "2026-09-25T04:17:32.914Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the actual dataset file using jq and Bash commands, extracted real description text, and counted skill mentions from the retrieved data rather than inventing results.", "timestamp": "2026-09-25T04:17:32.880Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed position='Software Engineer', country='US', saveOnlyUniqueItems=true, but set maxItemsPerSearch=20 rather than the correct parameter name; the deterministic check shows cap FAIL because maxItems=undefined, meaning the actor ignored the limit parameter — however the actor still returned exactly 20 items, so the input was partially correct but the cap parameter was wrong.", "timestamp": "2026-09-25T04:17:32.847Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with misceres/indeed-scraper, then get-dataset-items to retrieve results, and Bash for analysis — all appropriate tools for this task.", "timestamp": "2026-09-25T04:17:32.810Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:03:24.660Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-09-25T04:03:24.618Z", "metadata": {} }, "check.descriptions": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-09-25T04:03:24.555Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-09-25T04:03:24.470Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): misceres/indeed-scraper: maxItems = undefined (expected lte 20)", "timestamp": "2026-09-25T04:03:24.432Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:03:24.385Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used misceres/indeed-scraper", "timestamp": "2026-09-25T04:03:24.346Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-09-25T04:03:24.308Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "PASS: The agent retrieved 20 job postings with real descriptions and reported the top 5 skills (Performance, Rendering, Security, API, Testing) grounded in the actual data, with contextual explanation — fulfilling the task requirements." }, { "scenarioId": "indeed-scraper-discovery-denver-marketing", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:02:10.543Z", "day": "2026-09-25", "traceId": "5e033431dd66110ffcde4d69d2f365e6", "observationId": "c9441c6f8fe6bc1c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5e033431dd66110ffcde4d69d2f365e6?observation=c9441c6f8fe6bc1c", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "find", "title": "indeed / find / denver-marketing", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used webdatalabs/indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-09-25T04:17:28.999Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used webdatalabs/indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-09-25T04:17:28.911Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "webdatalabs/indeed-jobs-scraper", "comment": "Actors the agent ran: webdatalabs/indeed-jobs-scraper", "timestamp": "2026-09-25T04:17:28.828Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-25T04:17:28.737Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:17:28.707Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used webdatalabs/indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-09-25T04:17:28.657Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered 10 Denver-area marketing coordinator postings with salaries and company ratings as requested, but used the wrong actor (webdatalabs/indeed-jobs-scraper instead of misceres/indeed-scraper), failing the rightActor and namedActor deterministic checks.", "timestamp": "2026-09-25T04:17:28.620Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made only 4 tool calls (search, fetch details, run actor, get results) with no redundant steps or repeated searches.", "timestamp": "2026-09-25T04:17:28.584Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items and accurately presented all salary and company rating fields from the tool results in the final table.", "timestamp": "2026-09-25T04:17:28.536Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input used query='marketing coordinator', location='Denver, CO', country='us', maxJobs=10 — all well-formed and sensible for the task.", "timestamp": "2026-09-25T04:17:28.459Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task, but selected webdatalabs/indeed-jobs-scraper instead of the intended misceres/indeed-scraper (rightActor check FAIL).", "timestamp": "2026-09-25T04:17:28.367Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:02:54.925Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-25T04:02:54.890Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:02:54.846Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"misceres/indeed-scraper\"", "timestamp": "2026-09-25T04:02:54.808Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used webdatalabs/indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-09-25T04:02:54.773Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "webdatalabs/indeed-jobs-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used webdatalabs/indeed-jobs-scraper; expected misceres/indeed-scraper" }, { "scenarioId": "amazon-reviews-scraper-usage-helpful-thirty", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:02:19.138Z", "day": "2026-09-25", "traceId": "4248a466620ec367341bc4282e823af1", "observationId": "e2ba36e093aac0f2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4248a466620ec367341bc4282e823af1?observation=e2ba36e093aac0f2", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "use", "title": "amazon-reviews / use / helpful-thirty", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-09-25T04:17:29.229Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-09-25T04:17:29.134Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-25T04:17:29.088Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:17:29.035Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED; check productUrl: junglee/amazon-reviews-scraper: productUrls[0].url = undefined (expected regex \"B0CWXNS552\")", "timestamp": "2026-09-25T04:17:28.947Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-25T04:17:28.911Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent only retrieved 10 reviews instead of the requested 30 (free tier limitation), and the product URL was not correctly passed in the first run (deterministic check FAIL), but the second run succeeded with 10 items and the agent provided a grounded summary of 3 complaints and 3 praises based on actual review data.", "timestamp": "2026-09-25T04:17:28.835Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 3 tool calls: fetch-actor-details, call-actor (failed), call-actor (succeeded), and get-dataset-items — a reasonable path with one correction needed due to input schema misunderstanding.", "timestamp": "2026-09-25T04:17:28.769Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'must be object' validation error, the agent immediately corrected the input format to use objects with url property and successfully ran the actor on the second attempt.", "timestamp": "2026-09-25T04:17:28.715Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the dataset items and grounded its summary in actual review titles and descriptions returned (e.g., citing the remote area limitation from the 'Great in Urban Areas' review and easy setup from multiple reviews).", "timestamp": "2026-09-25T04:17:28.646Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call used productUrls as a plain string array instead of an array of objects with 'url' property, causing CALL-FAILED; the second call correctly used [{\"url\": \"https://www.amazon.com/dp/B0CWXNS552\"}] and succeeded, but the productUrl deterministic check still FAILed because the first run had productUrls[0].url = undefined.", "timestamp": "2026-09-25T04:17:28.606Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-reviews-scraper, which is the exact actor named in the prompt.", "timestamp": "2026-09-25T04:17:28.568Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:03:10.462Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, productUrl", "timestamp": "2026-09-25T04:03:10.426Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-09-25T04:03:10.390Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-25T04:03:10.358Z", "metadata": {} }, "check.sortHelpful": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): sort", "timestamp": "2026-09-25T04:03:10.326Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxReviews", "timestamp": "2026-09-25T04:03:10.286Z", "metadata": {} }, "check.productUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper: productUrls[0].url = undefined (expected regex \"B0CWXNS552\")", "timestamp": "2026-09-25T04:03:10.253Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-09-25T04:03:10.173Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-09-25T04:03:10.094Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "productUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED" }, { "scenarioId": "amazon-reviews-scraper-discovery-product-complaints", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:02:25.243Z", "day": "2026-09-25", "traceId": "ed7373bd1264f6ee12eff1db6225a2c5", "observationId": "bb813f7f8859ba65", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ed7373bd1264f6ee12eff1db6225a2c5?observation=bb813f7f8859ba65", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "find", "title": "amazon-reviews / find / product-complaints", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-09-25T04:17:21.209Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-09-25T04:17:21.122Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: junglee/amazon-reviews-scraper", "timestamp": "2026-09-25T04:17:21.087Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-25T04:17:21.053Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-25T04:17:21.016Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "The actor run status message said '✅ Here are your 10 Amazon reviews. To access more reviews in a single run, upgrade to the Starter plan.' — the actor silently capped at 10 instead of 30 without a hard error, and the agent did not flag this limitation clearly or attempt an alternative to get closer to 30 reviews, resulting in an answer based on only 10 reviews instead of the requested 30.", "timestamp": "2026-09-25T04:17:20.980Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task asked for 30 most helpful reviews but only 10 were returned (free tier limitation), and the agent analyzed those 10 rather than 30; the answer is grounded in real data but does not fulfill the '30 reviews' requirement.", "timestamp": "2026-09-25T04:17:20.946Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: search, fetch-details, failed call, corrected call, and dataset fetch — a reasonably direct path with only one retry due to input format correction.", "timestamp": "2026-09-25T04:17:20.911Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call-actor failed with 'must be object' validation error, the agent immediately retried with the correct input format ({url: '...'} objects instead of plain strings), and the second call succeeded.", "timestamp": "2026-09-25T04:17:20.876Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and based its praise/complaint analysis on actual review text from the scraped data (e.g., quiet speaker, precision finding, easy setup, rural limitations all appear in the retrieved reviews).", "timestamp": "2026-09-25T04:17:20.843Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call passed productUrls as an array of strings which failed validation; the agent then corrected it to an array of objects with {url:...} format, which succeeded.", "timestamp": "2026-09-25T04:17:20.801Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-reviews-scraper, the intended actor for extracting Amazon product reviews.", "timestamp": "2026-09-25T04:17:20.756Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:03:11.665Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-25T04:03:11.625Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-09-25T04:03:11.587Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-reviews-scraper\"", "timestamp": "2026-09-25T04:03:11.551Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-09-25T04:03:11.516Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "amazon-crawler-usage-earbuds-search-url", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:02:35.803Z", "day": "2026-09-25", "traceId": "dd2b249ec04c2b3e019010394173b701", "observationId": "100b51038257e5ad", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/dd2b249ec04c2b3e019010394173b701?observation=100b51038257e5ad", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "use", "title": "amazon / use / earbuds-search-url", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent listed all 10 products with price and rating in a clear table, matching the scraped data, fulfilling the task requirements completely.", "timestamp": "2026-09-25T04:17:16.601Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent listed all 10 products with price and rating in a clear table, matching the scraped data, fulfilling the task requirements completely.", "timestamp": "2026-09-25T04:17:16.560Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-25T04:17:16.520Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:17:16.480Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, used correct inputs, retrieved and utilized real data, and delivered a complete answer with 10 products including price and rating.", "timestamp": "2026-09-25T04:17:16.439Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-25T04:17:16.401Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent listed all 10 products with price and rating in a clear table, matching the scraped data, fulfilling the task requirements completely.", "timestamp": "2026-09-25T04:17:16.368Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve items — no redundant calls or retries.", "timestamp": "2026-09-25T04:17:16.312Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned by get-dataset-items (titles, prices, ratings, review counts) directly in the final answer table without inventing data.", "timestamp": "2026-09-25T04:17:16.271Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed categoryOrProductUrls with the correct URL, set maxItemsPerStartUrl to 10, and enabled scrapeProductDetails — all well-formed inputs matching the schema.", "timestamp": "2026-09-25T04:17:16.188Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to understand the schema, then call-actor with junglee/amazon-crawler, and get-dataset-items to retrieve results — all appropriate tools for the task.", "timestamp": "2026-09-25T04:17:16.100Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:03:22.145Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-09-25T04:03:22.099Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-09-25T04:03:22.030Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-25T04:03:21.996Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-25T04:03:21.962Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxItemsPerStartUrl", "timestamp": "2026-09-25T04:03:21.927Z", "metadata": {} }, "check.searchUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): categoryOrProductUrls[0].url", "timestamp": "2026-09-25T04:03:21.892Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:03:21.818Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-crawler", "timestamp": "2026-09-25T04:03:21.738Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent listed all 10 products with price and rating in a clear table, matching the scraped data, fulfilling the task requirements completely." }, { "scenarioId": "amazon-crawler-discovery-wireless-earbuds", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:02:52.957Z", "day": "2026-09-25", "traceId": "f019fd5674da86615c1fb9b11b918666", "observationId": "ef604b0db432aa63", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f019fd5674da86615c1fb9b11b918666?observation=ef604b0db432aa63", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "find", "title": "amazon / find / wireless-earbuds", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used junglee/amazon-bestsellers; expected junglee/amazon-crawler", "timestamp": "2026-09-25T04:17:20.060Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used junglee/amazon-bestsellers; expected junglee/amazon-crawler", "timestamp": "2026-09-25T04:17:19.974Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "junglee/amazon-bestsellers", "comment": "Actors the agent ran: junglee/amazon-bestsellers", "timestamp": "2026-09-25T04:17:19.939Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-25T04:17:19.899Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:17:19.863Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used junglee/amazon-bestsellers; expected junglee/amazon-crawler", "timestamp": "2026-09-25T04:17:19.830Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned 10 wireless earbuds with prices and ratings from real scraped data, but used the wrong actor (junglee/amazon-bestsellers instead of junglee/amazon-crawler) and scraped the general electronics bestsellers page rather than a wireless earbuds-specific search, meaning the results are filtered/curated from a broader category rather than a targeted wireless earbuds search.", "timestamp": "2026-09-25T04:17:19.766Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent did two actor searches (reasonable per instructions), fetched actor details, made two actor calls (one failed, one succeeded), and polled the run multiple times — the overall path was reasonably direct given the initial URL error.", "timestamp": "2026-09-25T04:17:19.726Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first run returned a 'bestsellers_category_not_found' error due to an invalid URL, the agent correctly identified the problem and retried with a valid Amazon electronics bestsellers URL that succeeded.", "timestamp": "2026-09-25T04:17:19.689Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the run and used real data from the results — items like Apple AirPods Pro 3 ($199.00, 4.4★), TAGRY ($25.99, 4.4★), and JLab Go Air Pop+ ($24.99, 4.4★) are visible in the dataset preview, confirming the data was used rather than invented.", "timestamp": "2026-09-25T04:17:19.655Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call used an invalid URL (bestsellers_category_not_found error), but the second call used a valid Amazon electronics bestsellers URL that succeeded and returned 98 items.", "timestamp": "2026-09-25T04:17:19.617Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent found junglee/amazon-crawler (the intended actor) in the very first search result but chose junglee/amazon-bestsellers instead, which is a related but different actor. The rightActor check confirms FAIL — used junglee/amazon-bestsellers instead of junglee/amazon-crawler.", "timestamp": "2026-09-25T04:17:19.582Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:06:53.329Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-25T04:06:53.295Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-09-25T04:06:53.257Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:06:53.221Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"junglee/amazon-crawler\"", "timestamp": "2026-09-25T04:06:53.181Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used junglee/amazon-bestsellers; expected junglee/amazon-crawler", "timestamp": "2026-09-25T04:06:53.140Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "junglee/amazon-bestsellers", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used junglee/amazon-bestsellers; expected junglee/amazon-crawler" }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:02:54.956Z", "day": "2026-09-25", "traceId": "180fecaf18aedd1be41417c98048d4f9", "observationId": "c2b9354a8d18d235", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/180fecaf18aedd1be41417c98048d4f9?observation=c2b9354a8d18d235", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 4 Actor run(s), expected at most 2", "timestamp": "2026-09-25T04:17:19.136Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 4 Actor run(s), expected at most 2", "timestamp": "2026-09-25T04:17:19.055Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-25T04:17:18.991Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:17:18.949Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 4 Actor run(s), expected at most 2", "timestamp": "2026-09-25T04:17:18.915Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "10 tool calls valid", "timestamp": "2026-09-25T04:17:18.875Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final run got 10 dataset items but the crawled pages include URLs outside the /platform section (e.g., /actors/running/schedules, /academy/scraping-basics-javascript, /sdk/js) because includeUrlGlobs was not set, and saveHtml was never enabled (saveHtml=FAIL per deterministic check), so the HTML was saved via saveHtmlAsFile which may not be the correct parameter, and the section filter requirement was not met.", "timestamp": "2026-09-25T04:17:18.838Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 Actor runs (expected at most 2 per deterministic check ranOk=FAIL), including two failed/ineffective attempts before the successful 10-page run, showing unnecessary iterations.", "timestamp": "2026-09-25T04:17:18.804Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed due to input validation (wrong glob format), the agent corrected the format in the second call; when that only returned 1 page, the agent tried a third approach without globs to get more pages, eventually succeeding with 10 items.", "timestamp": "2026-09-25T04:17:18.761Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the dataset items and key-value store records, citing real URLs, HTML keys, and markdown content from the actual run results.", "timestamp": "2026-09-25T04:17:18.724Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call used saveHtmlAsFile=true and includeUrlGlobs as strings (invalid schema), causing a CALL-FAILED. The second call correctly used includeUrlGlobs as objects with 'glob' key but still used saveHtmlAsFile=true (not a valid field per schema - the correct field is saveHtml or saveHtmlAsFile). The third run dropped includeUrlGlobs entirely and never set saveHtml=true, confirmed by the deterministic check sectionFilter=FAIL and saveHtml=FAIL.", "timestamp": "2026-09-25T04:17:18.685Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/website-content-crawler for crawling docs and used appropriate supporting tools (fetch-actor-details, get-dataset-items, get-actor-run, get-key-value-store-record).", "timestamp": "2026-09-25T04:17:18.646Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:06:52.638Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-09-25T04:06:52.602Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 12 items, expected at most 10", "timestamp": "2026-09-25T04:06:52.566Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml = undefined (expected equals true); apify/website-content-crawler: saveHtml = undefined (expected equals true); apify/website-content-crawler: saveHtml = undefined (expected equals true); apify/website-content-crawler: saveHtml = undefined (expected equals true)", "timestamp": "2026-09-25T04:06:52.530Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs = undefined (expected exists undefined); apify/website-content-crawler: includeUrlGlobs = undefined (expected exists undefined)", "timestamp": "2026-09-25T04:06:52.496Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 4 run(s): maxCrawlPages", "timestamp": "2026-09-25T04:06:52.454Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s): startUrls[0].url", "timestamp": "2026-09-25T04:06:52.420Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 4 Actor run(s), expected at most 2", "timestamp": "2026-09-25T04:06:52.352Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-09-25T04:06:52.314Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter", "ranOk" ], "judgeComment": "FAIL: check ranOk: 4 Actor run(s), expected at most 2" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:03:10.495Z", "day": "2026-09-25", "traceId": "35743f10896caeb8ea2afaac57154c68", "observationId": "5d43dbf3e07ddbfe", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/35743f10896caeb8ea2afaac57154c68?observation=5d43dbf3e07ddbfe", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used s-r/rag-web-browser; expected apify/website-content-crawler", "timestamp": "2026-09-25T04:17:09.385Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used s-r/rag-web-browser; expected apify/website-content-crawler", "timestamp": "2026-09-25T04:17:09.289Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "s-r/rag-web-browser", "comment": "Actors the agent ran: s-r/rag-web-browser", "timestamp": "2026-09-25T04:17:09.249Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-25T04:17:09.183Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:17:09.146Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used s-r/rag-web-browser; expected apify/website-content-crawler", "timestamp": "2026-09-25T04:17:09.113Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent used the wrong Actor (s-r/rag-web-browser instead of apify/website-content-crawler), the start URL was not properly set (startUrls[0].url = undefined), and the crawl did not stay within the academy subdomain (pages from /actors, /integrations, /api etc. were returned instead of academy-specific pages), so the knowledge base was not properly built from the academy docs.", "timestamp": "2026-09-25T04:17:09.072Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 6 tool calls: one search, one fetch-actor-details, two call-actor runs (second needed due to first returning 1 item), and two get-dataset-items calls, which is reasonably efficient given the recovery needed.", "timestamp": "2026-09-25T04:17:09.032Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first run returned only 1 item, the agent correctly identified the issue and re-ran with crawlDepth=2, recovering to get 10 items.", "timestamp": "2026-09-25T04:17:08.997Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and correctly reported the 10 page titles from the get-dataset-items call, using real data from the tool results rather than inventing them.", "timestamp": "2026-09-25T04:17:08.956Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed urls, crawlDepth, maxCrawlPages=20, sameDomainOnly, outputFormats, and includeMetadata, which are valid fields for s-r/rag-web-browser; however, the startUrl was not set correctly (startUrls[0].url = undefined per the harness), indicating the input structure was wrong for the Actor's expected format.", "timestamp": "2026-09-25T04:17:08.916Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose s-r/rag-web-browser instead of the correct apify/website-content-crawler; the deterministic check rightActor is FAIL, confirming the wrong Actor was selected despite the correct one being discoverable.", "timestamp": "2026-09-25T04:17:08.869Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:04:28.429Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, startUrl", "timestamp": "2026-09-25T04:04:28.391Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxCrawlPages", "timestamp": "2026-09-25T04:04:28.359Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: s-r/rag-web-browser: startUrls[0].url = undefined (expected regex \"docs\\\\.apify\\\\.com/academy\"); s-r/rag-web-browser: startUrls[0].url = undefined (expected regex \"docs\\\\.apify\\\\.com/academy\")", "timestamp": "2026-09-25T04:04:28.325Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:04:28.289Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-09-25T04:04:28.250Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used s-r/rag-web-browser; expected apify/website-content-crawler", "timestamp": "2026-09-25T04:04:28.213Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "s-r/rag-web-browser", "infraOk": true, "failedChecks": [ "startUrl", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used s-r/rag-web-browser; expected apify/website-content-crawler" }, { "scenarioId": "web-scraper-usage-coinmarketcap-top-ten", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:03:11.700Z", "day": "2026-09-25", "traceId": "b15afdf6f8077c58ff90ed6d22fa124a", "observationId": "2f779b2f65298e99", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b15afdf6f8077c58ff90ed6d22fa124a?observation=2f779b2f65298e99", "subject": "apify/web-scraper", "owner": "universe", "skill": "use", "title": "web / use / coinmarketcap-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents 10 cryptocurrencies with real prices scraped from coinmarketcap.com (matching the shape check for $\\d+.\\d{2} pattern), though the first entry 'CoinMarketCap 20 Index' appears to be a banner/ad rather than a true top-10 crypto, slightly affecting accuracy but the data is genuinely scraped.", "timestamp": "2026-09-25T04:17:06.442Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents 10 cryptocurrencies with real prices scraped from coinmarketcap.com (matching the shape check for $\\d+.\\d{2} pattern), though the first entry 'CoinMarketCap 20 Index' appears to be a banner/ad rather than a true top-10 crypto, slightly affecting accuracy but the data is genuinely scraped.", "timestamp": "2026-09-25T04:17:06.400Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-25T04:17:06.361Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:17:06.322Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first run's pageFunction selected td:nth-child(5) which returned percentage change values instead of prices, and the name selector captured extra text like 'Buy'. The Actor returned data but the agent's selectors didn't correctly target the price column, requiring a second run with a different approach (searching for cells containing '$').", "timestamp": "2026-09-25T04:17:06.258Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 0, "stringValue": null, "comment": "call-actor: data must have required property 'actor', data must have required property 'input', data must NOT have additional properties", "timestamp": "2026-09-25T04:17:06.180Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents 10 cryptocurrencies with real prices scraped from coinmarketcap.com (matching the shape check for $\\d+.\\d{2} pattern), though the first entry 'CoinMarketCap 20 Index' appears to be a banner/ad rather than a true top-10 crypto, slightly affecting accuracy but the data is genuinely scraped.", "timestamp": "2026-09-25T04:17:06.140Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed two runs because the first page function used incorrect column selectors (getting percentage changes instead of prices), requiring a retry; while not ideal, the recovery was reasonable and not excessive.", "timestamp": "2026-09-25T04:17:06.102Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first run returned percentage values instead of prices (the selector grabbed the wrong column), so the agent recognized the issue and ran a second attempt with improved selectors that found cells containing '$' and numeric patterns, successfully recovering.", "timestamp": "2026-09-25T04:17:06.040Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from both runs and used the actual scraped data (prices like $84,202.88 for Bitcoin, $2,677.29 for Ethereum) directly from the tool results in the final answer.", "timestamp": "2026-09-25T04:17:06.001Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent provided valid inputs including startUrls with coinmarketcap.com, a pageFunction, injectJQuery:true, maxPagesPerCrawl:1, and proxyConfiguration with useApifyProxy:true — all appropriate for the task.", "timestamp": "2026-09-25T04:17:05.955Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema and then call-actor with apify/web-scraper, which is exactly the intended subject for this task.", "timestamp": "2026-09-25T04:17:05.916Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:04:38.817Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-25T04:04:38.778Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\$\\s?\\d[\\d,]*\\.\\d{2}/", "timestamp": "2026-09-25T04:04:38.742Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 items ok", "timestamp": "2026-09-25T04:04:38.706Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxPagesPerCrawl", "timestamp": "2026-09-25T04:04:38.671Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): pageFunction", "timestamp": "2026-09-25T04:04:38.630Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): startUrls[0].url", "timestamp": "2026-09-25T04:04:38.594Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:04:38.506Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-09-25T04:04:38.402Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "schemaValidity" ], "judgeComment": "PASS: The final answer presents 10 cryptocurrencies with real prices scraped from coinmarketcap.com (matching the shape check for $\\d+.\\d{2} pattern), though the first entry 'CoinMarketCap 20 Index' appears to be a banner/ad rather than a true top-10 crypto, slightly affecting accuracy but the data is genuinely scraped." }, { "scenarioId": "web-scraper-discovery-waterstones-headless", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:03:22.179Z", "day": "2026-09-25", "traceId": "bc87155deac27cc3026bc4a8d47e5e79", "observationId": "25a8187137fbcf25", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/bc87155deac27cc3026bc4a8d47e5e79?observation=25a8187137fbcf25", "subject": "apify/web-scraper", "owner": "universe", "skill": "find", "title": "web / find / waterstones-headless", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check pageFunction: apify/rag-web-browser: pageFunction = undefined (expected exists undefined); apify/rag-web-browser: pageFunction = undefined (expected exists undefined)", "timestamp": "2026-09-25T04:17:06.745Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check pageFunction: apify/rag-web-browser: pageFunction = undefined (expected exists undefined); apify/rag-web-browser: pageFunction = undefined (expected exists undefined)", "timestamp": "2026-09-25T04:17:06.649Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/web-scraper, apify/rag-web-browser", "timestamp": "2026-09-25T04:17:06.554Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-25T04:17:06.516Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:17:06.479Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "check pageFunction: apify/rag-web-browser: pageFunction = undefined (expected exists undefined); apify/rag-web-browser: pageFunction = undefined (expected exists undefined)", "timestamp": "2026-09-25T04:17:06.438Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent failed to extract any product names or prices from the Waterstones page; all runs returned 403 errors and 0 dataset items, so the user's request for 10 product names and prices was not fulfilled.", "timestamp": "2026-09-25T04:17:06.404Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 4 actor runs (2 web-scraper, 2 rag-web-browser) against a limit of 3, and made an unnecessary detour searching for 'books price scraper' and 'RAG web browser' actors instead of trying different proxy configurations or stealth options with web-scraper; the deterministic ranOk check is FAIL for exceeding 3 runs.", "timestamp": "2026-09-25T04:17:06.365Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When web-scraper returned 403 errors, the agent tried useChrome:true and then pivoted to rag-web-browser as an alternative, which is a reasonable recovery attempt, though rag-web-browser is not the right tool for custom field extraction and also failed.", "timestamp": "2026-09-25T04:17:06.322Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent correctly read the dataset items from both web-scraper runs and the rag-web-browser run, accurately reporting the 403 blocking errors rather than inventing data.", "timestamp": "2026-09-25T04:17:06.247Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent provided well-formed inputs including startUrls, pageFunction, injectJQuery, proxyConfiguration, and maxPagesPerCrawl=1 for web-scraper runs; however, it also called apify/rag-web-browser (wrong actor for custom field extraction) and the first rag-web-browser call failed input validation because 'query' was missing (used 'startUrls' instead), showing an argument error on that call.", "timestamp": "2026-09-25T04:17:06.212Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/web-scraper (the intended actor) for a JavaScript-rendering browser scrape task, which matches the deterministic rightActor PASS.", "timestamp": "2026-09-25T04:17:06.129Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:05:21.431Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: pageFunction", "timestamp": "2026-09-25T04:05:21.396Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/rag-web-browser: maxPagesPerCrawl = undefined (expected lte 5); apify/rag-web-browser: maxPagesPerCrawl = undefined (expected lte 5)", "timestamp": "2026-09-25T04:05:21.359Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: apify/rag-web-browser: pageFunction = undefined (expected exists undefined); apify/rag-web-browser: pageFunction = undefined (expected exists undefined)", "timestamp": "2026-09-25T04:05:21.319Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-09-25T04:05:21.283Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/web-scraper\"", "timestamp": "2026-09-25T04:05:21.205Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-09-25T04:05:21.120Z", "metadata": {} } }, "verdict": "fail", "fixArea": "input-schema", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "pageCap", "pageFunction", "ranOk" ], "judgeComment": "FAIL: check pageFunction: apify/rag-web-browser: pageFunction = undefined (expected exists undefined); apify/rag-web-browser: pageFunction = undefined (expected exists undefined)" }, { "scenarioId": "rag-web-browser-usage-sf-startups-markdown", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:03:24.691Z", "day": "2026-09-25", "traceId": "43f146b2cad8fa4938b797635f9fe75b", "observationId": "b720a703ad85a1bb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/43f146b2cad8fa4938b797635f9fe75b?observation=b720a703ad85a1bb", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "use", "title": "rag-web-browser / use / sf-startups-markdown", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-09-25T04:17:03.052Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-09-25T04:17:02.953Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-25T04:17:02.919Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-25T04:17:02.881Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The actor succeeded and returned 4 items, but the agent fabricated a 5th result (RemoFirst, No. 233 on Inc. 5000) with a placeholder URL '(Google redirect - Inc. 5000 announcement)' rather than reporting only the 4 available results honestly. This is a reasoning/model failure, not an Actor issue.", "timestamp": "2026-09-25T04:17:02.845Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-25T04:17:02.802Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent presented 5 results as requested, but result 4 lacks a real URL and contains details not found in the retrieved data, and result 3 (Zazz) also appears to contain details not visible in the truncated tool result, undermining the grounding requirement; only 4 pages were actually scraped.", "timestamp": "2026-09-25T04:17:02.764Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used a logical 3-step flow: fetch actor details, run the actor, retrieve dataset items — no unnecessary repetition.", "timestamp": "2026-09-25T04:17:02.711Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The run returned only 4 items (1 page failed to scrape), and the agent acknowledged this in its note, but still attempted to present 5 results by partially fabricating result 4 rather than honestly reporting only 4 results.", "timestamp": "2026-09-25T04:17:02.671Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent used data from the dataset items for results 1, 2, 3, and 5, but result 4 (RemoFirst) has no corresponding URL from the dataset and appears to be partially fabricated — the agent assigned a placeholder '(Google redirect - Inc. 5000 announcement)' instead of a real URL, and the details about RemoFirst ranking No. 233 on Inc. 5000 are not visible in any tool result preview.", "timestamp": "2026-09-25T04:17:02.629Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/rag-web-browser with query='fastest growing startups in San Francisco 2026', maxResults=5, and outputFormats=['markdown'], all correct and well-formed.", "timestamp": "2026-09-25T04:17:02.544Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-25T04:17:02.457Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:04:28.281Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-09-25T04:04:28.244Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-09-25T04:04:28.205Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-09-25T04:04:28.159Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-09-25T04:04:28.119Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): query", "timestamp": "2026-09-25T04:04:28.078Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:04:27.997Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/rag-web-browser", "timestamp": "2026-09-25T04:04:27.913Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "rag-web-browser-discovery-web-search-with-sources", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:04:28.311Z", "day": "2026-09-25", "traceId": "bc76a962a837e9baf389b5cf0b80c888", "observationId": "c439e307c93b26c5", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/bc76a962a837e9baf389b5cf0b80c888?observation=c439e307c93b26c5", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "find", "title": "rag-web-browser / find / web-search-with-sources", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used datapilot/rag-web-browser-scraper; expected apify/rag-web-browser", "timestamp": "2026-09-25T04:16:56.161Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used datapilot/rag-web-browser-scraper; expected apify/rag-web-browser", "timestamp": "2026-09-25T04:16:56.030Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "datapilot/rag-web-browser-scraper", "comment": "Actors the agent ran: datapilot/rag-web-browser-scraper", "timestamp": "2026-09-25T04:16:55.958Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-25T04:16:55.905Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:16:55.850Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used datapilot/rag-web-browser-scraper; expected apify/rag-web-browser", "timestamp": "2026-09-25T04:16:55.801Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer contains no list of James Bond movies, no box office figures, no source URLs, and no Actor attribution line — the task was entirely incomplete.", "timestamp": "2026-09-25T04:16:55.758Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent used 7 tool calls but never successfully retrieved any data; it picked the wrong actor, got an error, tried a blocked fallback, and then stopped without completing the task.", "timestamp": "2026-09-25T04:16:55.712Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "After the actor returned a failed result (ERR_NAME_NOT_RESOLVED), the agent attempted WebFetch as a fallback but was denied permission, and then gave up rather than trying a different approach like re-running with a proper URL or searching for the correct apify/rag-web-browser actor.", "timestamp": "2026-09-25T04:16:55.665Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The dataset returned only a failed crawl item with empty markdown and no search results, so there was no usable data to incorporate into an answer.", "timestamp": "2026-09-25T04:16:55.618Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed 'queries' as a plain text search string to datapilot/rag-web-browser-scraper, which is the correct field name per the schema, but the actor misinterpreted it as a URL rather than a search query, resulting in ERR_NAME_NOT_RESOLVED.", "timestamp": "2026-09-25T04:16:55.542Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose datapilot/rag-web-browser-scraper instead of the intended apify/rag-web-browser, and the wrong actor failed to perform a web search (it tried to navigate to the query string as a URL instead of searching Bing).", "timestamp": "2026-09-25T04:16:55.505Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:05:43.323Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, query, sources", "timestamp": "2026-09-25T04:05:43.288Z", "metadata": {} }, "check.sources": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /https?:///", "timestamp": "2026-09-25T04:05:43.257Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: datapilot/rag-web-browser-scraper: query = undefined (expected exists undefined)", "timestamp": "2026-09-25T04:05:43.218Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:05:43.177Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/rag-web-browser\"", "timestamp": "2026-09-25T04:05:43.106Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used datapilot/rag-web-browser-scraper; expected apify/rag-web-browser", "timestamp": "2026-09-25T04:05:43.024Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "datapilot/rag-web-browser-scraper", "infraOk": true, "failedChecks": [ "sources", "query", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used datapilot/rag-web-browser-scraper; expected apify/rag-web-browser" }, { "scenarioId": "cheerio-scraper-usage-foyles-manga-two-hops", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:04:28.461Z", "day": "2026-09-25", "traceId": "2b3c286ba1a01f84d806d4a555a74458", "observationId": "5610e69a48acb802", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2b3c286ba1a01f84d806d4a555a74458?observation=5610e69a48acb802", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "use", "title": "cheerio / use / foyles-manga-two-hops", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 5 Actor run(s), expected at most 2", "timestamp": "2026-09-25T04:16:53.424Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 5 Actor run(s), expected at most 2", "timestamp": "2026-09-25T04:16:53.331Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-25T04:16:53.289Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:16:53.246Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 5 Actor run(s), expected at most 2", "timestamp": "2026-09-25T04:16:53.181Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "10 tool calls valid", "timestamp": "2026-09-25T04:16:53.136Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No book data (title/price JSON objects) was ever retrieved; all runs returned 0 useful dataset items due to 403 blocking, so the task of showing 5 manga books with title and price was not completed.", "timestamp": "2026-09-25T04:16:53.090Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 5 Actor runs (CALL-FAILED counted twice, plus 3 successful runs) when at most 2 were expected per the facts. It also switched to web-scraper unnecessarily, adding extra runs without resolving the core issue.", "timestamp": "2026-09-25T04:16:53.055Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the 403 blocking occurred, the agent tried multiple approaches (different proxy rotation, headers, then web-scraper), but all failed with the same 403 error. The agent correctly identified the root cause but could have tried residential proxies or different proxy groups within cheerio-scraper rather than switching actors.", "timestamp": "2026-09-25T04:16:53.010Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent correctly retrieved dataset items to diagnose the 403 errors, and used those error messages to understand the blocking issue rather than inventing data.", "timestamp": "2026-09-25T04:16:52.970Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed due to input validation (pseudoUrls format issue), but the second call with corrected globs format was valid and accepted. The inputs included correct startUrls, linkSelector, globs, maxCrawlingDepth=2, maxPagesPerCrawl=20, and pageFunction.", "timestamp": "2026-09-25T04:16:52.911Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/cheerio-scraper as the primary tool (as required), and also fetched actor details before calling it, which is appropriate. However, it also switched to apify/web-scraper mid-run, which was not the requested actor.", "timestamp": "2026-09-25T04:16:52.861Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:06:50.807Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-09-25T04:06:50.768Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 items, expected at least 1", "timestamp": "2026-09-25T04:06:50.734Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 5 run(s): maxPagesPerCrawl", "timestamp": "2026-09-25T04:06:50.697Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 5 run(s): maxCrawlingDepth", "timestamp": "2026-09-25T04:06:50.666Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 5 run(s): pageFunction", "timestamp": "2026-09-25T04:06:50.630Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 5 run(s): startUrls[0].url", "timestamp": "2026-09-25T04:06:50.594Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 5 Actor run(s), expected at most 2", "timestamp": "2026-09-25T04:06:50.525Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/cheerio-scraper", "timestamp": "2026-09-25T04:06:50.443Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "ranOk" ], "judgeComment": "FAIL: check ranOk: 5 Actor run(s), expected at most 2" }, { "scenarioId": "cheerio-scraper-discovery-ikea-static-catalog", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:04:38.852Z", "day": "2026-09-25", "traceId": "caba79ed6f0469d0a532d601cd6a860e", "observationId": "71d8d3d44db3f996", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/caba79ed6f0469d0a532d601cd6a860e?observation=71d8d3d44db3f996", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "find", "title": "cheerio / find / ikea-static-catalog", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-09-25T04:16:50.377Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-09-25T04:16:50.284Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "pintostudio/ikea-products-bycategory", "comment": "Actors the agent ran: pintostudio/ikea-products-bycategory", "timestamp": "2026-09-25T04:16:50.243Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-25T04:16:50.193Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:16:50.146Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-09-25T04:16:50.104Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned real product names and prices from the IKEA category page, but used the wrong actor (pintostudio/ikea-products-bycategory instead of apify/cheerio-scraper), failing the rightActor and namedActor deterministic checks, meaning the task as specified was not completed correctly.", "timestamp": "2026-09-25T04:16:50.040Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent searched once, fetched actor details, ran the actor, and retrieved results with minimal redundancy—a reasonably direct path.", "timestamp": "2026-09-25T04:16:49.997Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the key-value store result was too large, the agent correctly used Bash/jq to read the saved file and extract the needed data.", "timestamp": "2026-09-25T04:16:49.958Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used jq to parse the key-value store output and extracted real product names and prices (STORKLINTA, FÅGELFJÄLLET, GURSKEN) from the actual run data.", "timestamp": "2026-09-25T04:16:49.909Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed categoryUrl, localeCode, page, and perPage correctly to pintostudio/ikea-products-bycategory, which are all valid fields per the input schema.", "timestamp": "2026-09-25T04:16:49.864Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose pintostudio/ikea-products-bycategory instead of the intended apify/cheerio-scraper; the user explicitly asked for a lightweight non-browser extractor with custom field extraction, and the correct tool was apify/cheerio-scraper, not a pre-built IKEA-specific actor.", "timestamp": "2026-09-25T04:16:49.815Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:05:34.449Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-09-25T04:05:34.410Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): pintostudio/ikea-products-bycategory: maxPagesPerCrawl = undefined (expected lte 5)", "timestamp": "2026-09-25T04:05:34.369Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: pintostudio/ikea-products-bycategory: pageFunction = undefined (expected exists undefined)", "timestamp": "2026-09-25T04:05:34.315Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:05:34.272Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/cheerio-scraper\"", "timestamp": "2026-09-25T04:05:34.185Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-09-25T04:05:34.104Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "pintostudio/ikea-products-bycategory", "infraOk": true, "failedChecks": [ "pageCap", "pageFunction", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper" }, { "scenarioId": "ai-web-scraper-usage-apify-store-first-page", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:05:21.466Z", "day": "2026-09-25", "traceId": "302ffde246c6e76d2c777ab587aebbda", "observationId": "015642dfc064e705", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/302ffde246c6e76d2c777ab587aebbda?observation=015642dfc064e705", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "use", "title": "ai-web / use / apify-store-first-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent produced a complete table with Actor names, descriptions, ratings, and user counts for 16 Actors from the Apify store first page, all grounded in the scraped markdown data from the tool result.", "timestamp": "2026-09-25T04:16:51.649Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent produced a complete table with Actor names, descriptions, ratings, and user counts for 16 Actors from the Apify store first page, all grounded in the scraped markdown data from the tool result.", "timestamp": "2026-09-25T04:16:51.607Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-25T04:16:51.565Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:16:51.527Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The get-dataset-items call with fields='data.name, data.description, data.rating, data.users' returned an empty item {}, forcing a second call without field projection. The structured data fields (data.name, etc.) were not populated in the dataset output despite being listed as available fields, meaning the Actor stored the data as markdown rather than structured fields, causing the field projection to fail silently.", "timestamp": "2026-09-25T04:16:51.488Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-25T04:16:51.449Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a complete table with Actor names, descriptions, ratings, and user counts for 16 Actors from the Apify store first page, all grounded in the scraped markdown data from the tool result.", "timestamp": "2026-09-25T04:16:51.407Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 4 tool calls: fetch-actor-details, call-actor, get-dataset-items (with fields, returned empty), get-dataset-items (without fields, returned full data). The extra call was necessary due to the empty result from field projection, making the path reasonably efficient.", "timestamp": "2026-09-25T04:16:51.355Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with fields projection returned an empty item {}; the agent immediately retried without the fields filter to get the full item, successfully recovering.", "timestamp": "2026-09-25T04:16:51.306Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the markdown content from the dataset and parsed Actor names, descriptions, ratings, and user counts directly from the markdown preview visible in the tool result, rather than inventing data.", "timestamp": "2026-09-25T04:16:51.247Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used extractionMode='single' which is correct for single-page extraction, provided the right startUrl, and a good prompt. However, maxPagesToVisit was not set (left undefined), triggering the onePage FAIL check, though in 'single' mode this parameter is ignored per the schema description.", "timestamp": "2026-09-25T04:16:51.199Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with apify/ai-web-scraper, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-09-25T04:16:51.143Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:06:19.698Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-09-25T04:06:19.660Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-09-25T04:06:19.622Z", "metadata": {} }, "check.onePage": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper: maxPagesToVisit = undefined (expected lte 3)", "timestamp": "2026-09-25T04:06:19.586Z", "metadata": {} }, "check.promptGiven": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): prompt", "timestamp": "2026-09-25T04:06:19.549Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-09-25T04:06:19.513Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:06:19.435Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-09-25T04:06:19.355Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "onePage" ], "judgeComment": "PASS: The agent produced a complete table with Actor names, descriptions, ratings, and user counts for 16 Actors from the Apify store first page, all grounded in the scraped markdown data from the tool result." }, { "scenarioId": "ai-web-scraper-discovery-climate-articles-three-sites", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:05:34.480Z", "day": "2026-09-25", "traceId": "2e4ee918674432225aed582791b49558", "observationId": "fa32d05458093cfa", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2e4ee918674432225aed582791b49558?observation=fa32d05458093cfa", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "find", "title": "ai-web / find / climate-articles-three-sites", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used automation-lab/news-article-extractor, moving_beacon-owner1/my-actor-62, datapilot/rag-web-browser-scraper, apify/rag-web-browser; expected apify/ai-web-scraper", "timestamp": "2026-09-25T04:16:44.884Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used automation-lab/news-article-extractor, moving_beacon-owner1/my-actor-62, datapilot/rag-web-browser-scraper, apify/rag-web-browser; expected apify/ai-web-scraper", "timestamp": "2026-09-25T04:16:44.801Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "automation-lab/news-article-extractor", "comment": "Actors the agent ran: automation-lab/news-article-extractor, moving_beacon-owner1/my-actor-62, datapilot/rag-web-browser-scraper, apify/rag-web-browser", "timestamp": "2026-09-25T04:16:44.719Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-25T04:16:44.681Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:16:44.641Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used automation-lab/news-article-extractor, moving_beacon-owner1/my-actor-62, datapilot/rag-web-browser-scraper, apify/rag-web-browser; expected apify/ai-web-scraper", "timestamp": "2026-09-25T04:16:44.599Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns without producing any article titles, author names, publication dates, per-site counts, or three examples — the task was not completed at all.", "timestamp": "2026-09-25T04:16:44.556Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 4 separate actor runs (exceeding the expected maximum of 3), searched the store 3 times, and still never found apify/ai-web-scraper, making the path highly inefficient and ultimately unsuccessful.", "timestamp": "2026-09-25T04:16:44.520Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first two actors returned 0 dataset items, the agent correctly moved on to try other actors, showing reasonable recovery behavior, though it never converged on the correct actor.", "timestamp": "2026-09-25T04:16:44.482Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The apify/rag-web-browser returned 12 items but they were all paginated Guardian archive pages (e.g., 'Climate crisis | Page 1322 of 1964') with no article titles, authors, or publication dates — the agent ran out of turns before it could extract or report any meaningful article data.", "timestamp": "2026-09-25T04:16:44.448Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The apify/rag-web-browser was called with a Google site: search query rather than direct URLs with a natural-language prompt, and no prompt field was provided to any actor; the datapilot actor received all three URLs as a single space-separated string in 'queries' rather than separate entries.", "timestamp": "2026-09-25T04:16:44.410Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent never found or used apify/ai-web-scraper (the intended actor for describe-what-you-want extraction without selectors/code); instead it tried automation-lab/news-article-extractor, moving_beacon-owner1/my-actor-62, datapilot/rag-web-browser-scraper, and apify/rag-web-browser — none of which are the correct tool for the task.", "timestamp": "2026-09-25T04:16:44.336Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:08:24.526Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-25T04:08:24.485Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: maxPagesToVisit = undefined (expected lte 20); moving_beacon-owner1/my-actor-62: maxPagesToVisit = undefined (expected lte 20); datapilot/rag-web-browser-scraper: maxPagesToVisit = undefined (expected lte 20); apify/rag-web-browser: maxPagesToVisit = undefined (expected lte 20)", "timestamp": "2026-09-25T04:08:24.447Z", "metadata": {} }, "check.promptGiven": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: prompt = undefined (expected exists undefined); moving_beacon-owner1/my-actor-62: prompt = undefined (expected exists undefined); datapilot/rag-web-browser-scraper: prompt = undefined (expected exists undefined); apify/rag-web-browser: prompt = undefined (expected exists undefined)", "timestamp": "2026-09-25T04:08:24.387Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-09-25T04:08:24.348Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/ai-web-scraper\"", "timestamp": "2026-09-25T04:08:24.308Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used automation-lab/news-article-extractor, moving_beacon-owner1/my-actor-62, datapilot/rag-web-browser-scraper, apify/rag-web-browser; expected apify/ai-web-scraper", "timestamp": "2026-09-25T04:08:24.262Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "automation-lab/news-article-extractor", "infraOk": true, "failedChecks": [ "pageCap", "promptGiven", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used automation-lab/news-article-extractor, moving_beacon-owner1/my-actor-62, datapilot/rag-web-browser-scraper, apify/rag-web-browser; expected apify/ai-web-scraper" }, { "scenarioId": "zillow-zip-search-usage-scottsdale", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:05:43.357Z", "day": "2026-09-25", "traceId": "2a241357588178ee8f8e61fa9e5d0e92", "observationId": "840f8c8f058e136a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2a241357588178ee8f8e61fa9e5d0e92?observation=840f8c8f058e136a", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "use", "title": "zillow-zip-search / use / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported 10 homes retrieved, identified the cheapest property's address (4800 N 68TH Street #382, Scottsdale, AZ 85251) and price ($125,000), fully satisfying the task requirements.", "timestamp": "2026-09-25T04:16:39.333Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported 10 homes retrieved, identified the cheapest property's address (4800 N 68TH Street #382, Scottsdale, AZ 85251) and price ($125,000), fully satisfying the task requirements.", "timestamp": "2026-09-25T04:16:39.284Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-25T04:16:39.222Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:16:39.145Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor used, all required boolean flags set properly, results grounded in retrieved data, efficient 3-step plan, and complete answer provided.", "timestamp": "2026-09-25T04:16:39.099Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-25T04:16:39.058Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported 10 homes retrieved, identified the cheapest property's address (4800 N 68TH Street #382, Scottsdale, AZ 85251) and price ($125,000), fully satisfying the task requirements.", "timestamp": "2026-09-25T04:16:39.000Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve results — no redundant steps.", "timestamp": "2026-09-25T04:16:38.955Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and correctly identified the cheapest property (4800 N 68TH Street #382 at $125,000) directly from the returned data, confirmed by the grounded check passing.", "timestamp": "2026-09-25T04:16:38.904Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set zipCodes=['85251'], priceMax=800000, forSaleByAgent=true, forSaleByOwner=false, forRent=false, sold=false, and resultsLimit=10, satisfying all required fields and the task constraints; the requiredFlags and priceCap deterministic checks both passed.", "timestamp": "2026-09-25T04:16:38.855Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-25T04:16:38.783Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:06:24.559Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-09-25T04:06:24.517Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-09-25T04:06:24.471Z", "metadata": {} }, "check.tenResults": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-25T04:06:24.430Z", "metadata": {} }, "check.priceCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): priceMax", "timestamp": "2026-09-25T04:06:24.393Z", "metadata": {} }, "check.requiredFlags": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-09-25T04:06:24.358Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:06:24.321Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/zillow-zip-search", "timestamp": "2026-09-25T04:06:24.289Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{1,3},\\d{3}/", "timestamp": "2026-09-25T04:06:24.248Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent correctly reported 10 homes retrieved, identified the cheapest property's address (4800 N 68TH Street #382, Scottsdale, AZ 85251) and price ($125,000), fully satisfying the task requirements." }, { "scenarioId": "zillow-zip-search-discovery-scottsdale", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:06:19.731Z", "day": "2026-09-25", "traceId": "1f872a06f305799f0a75afcd7706e91c", "observationId": "3feab5bf23148bf1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1f872a06f305799f0a75afcd7706e91c?observation=3feab5bf23148bf1", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "find", "title": "zillow-zip-search / find / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used crawlerbros/homefinder-scraper; expected ^maxcopell/zillow", "timestamp": "2026-09-25T04:16:36.846Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used crawlerbros/homefinder-scraper; expected ^maxcopell/zillow", "timestamp": "2026-09-25T04:16:36.753Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "crawlerbros/homefinder-scraper", "comment": "Actors the agent ran: crawlerbros/homefinder-scraper", "timestamp": "2026-09-25T04:16:36.695Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-25T04:16:36.646Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:16:36.608Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used crawlerbros/homefinder-scraper; expected ^maxcopell/zillow", "timestamp": "2026-09-25T04:16:36.567Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered 10 addresses with prices under $800,000 in ZIP 85251, but used the wrong actor (crawlerbros/homefinder-scraper instead of maxcopell/zillow-zip-search), failing the rightActor and namedActor deterministic checks.", "timestamp": "2026-09-25T04:16:36.518Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: search actors, fetch details, call actor, get results — no redundant calls.", "timestamp": "2026-09-25T04:16:36.482Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 items from the dataset and directly used the address and listPrice fields returned by the actor in its final answer.", "timestamp": "2026-09-25T04:16:36.394Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly passed mode='byZip', zipCode='85251', transactionType='for_sale', priceMax=800000, and maxItems=10 — all well-formed and matching the actor's input schema.", "timestamp": "2026-09-25T04:16:36.353Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task, but selected crawlerbros/homefinder-scraper instead of the intended maxcopell/zillow-zip-search actor, which is a discoverability failure.", "timestamp": "2026-09-25T04:16:36.264Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:06:51.776Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-25T04:06:51.744Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:06:51.709Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"maxcopell/zillow\"", "timestamp": "2026-09-25T04:06:51.667Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used crawlerbros/homefinder-scraper; expected ^maxcopell/zillow", "timestamp": "2026-09-25T04:06:51.612Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "crawlerbros/homefinder-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used crawlerbros/homefinder-scraper; expected ^maxcopell/zillow" }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:06:24.591Z", "day": "2026-09-25", "traceId": "8e9e6c6d82f91acecf33fb868d5b8b81", "observationId": "d32e306a6b7e1ba4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8e9e6c6d82f91acecf33fb868d5b8b81?observation=d32e306a6b7e1ba4", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 4 numbers not in Actor output: 250,000", "timestamp": "2026-09-25T04:16:37.662Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 4 numbers not in Actor output: 250,000", "timestamp": "2026-09-25T04:16:37.550Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-25T04:16:37.501Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-25T04:16:37.457Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 4 numbers not in Actor output: 250,000", "timestamp": "2026-09-25T04:16:37.420Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-09-25T04:16:37.346Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent provided follower count (104,340,913 — verified correct), average likes per recent post (250,864 computed from 20 posts), and a one-sentence engagement interpretation; the grounded check fails on '250,000' used in the interpretation sentence as a rounded approximation not literally in the output, but the core computed average of 250,864 is grounded in the data.", "timestamp": "2026-09-25T04:16:37.175Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran two parallel Actor calls (profile + posts) and two parallel dataset fetches, making the workflow efficient with no redundant steps.", "timestamp": "2026-09-25T04:16:37.125Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved followersCount=104,340,913 from the profile dataset and 20 likesCount values from the posts dataset, and used these to compute the average; however, the grounded check flags '250,000' as not in Actor output, suggesting the rounded figure in the interpretation sentence was not directly from the data.", "timestamp": "2026-09-25T04:16:37.086Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Both Actor calls used correct inputs: resultsType='details' with the NASA URL for profile, and resultsType='posts' with resultsLimit=20 for posts — well-formed and matching the schema.", "timestamp": "2026-09-25T04:16:37.029Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to understand the schema, then call-actor twice (once for profile details, once for posts), and get-dataset-items to retrieve results — all appropriate tools for the task.", "timestamp": "2026-09-25T04:16:36.981Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:07:48.826Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-09-25T04:07:48.789Z", "metadata": {} }, "check.followers": { "value": 1, "stringValue": null, "comment": "PASS: followersCount within 2%", "timestamp": "2026-09-25T04:07:48.749Z", "metadata": {} }, "check.grounded": { "value": 0.75, "stringValue": null, "comment": "FAIL: 1 of 4 numbers not in Actor output: 250,000", "timestamp": "2026-09-25T04:07:48.711Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): directUrls[0]", "timestamp": "2026-09-25T04:07:48.666Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:07:48.631Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-09-25T04:07:48.543Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-09-25T04:07:48.463Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 4 numbers not in Actor output: 250,000" }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:06:50.839Z", "day": "2026-09-25", "traceId": "860661677359eea656b34747a3cd8f0c", "observationId": "939d772ba611f156", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/860661677359eea656b34747a3cd8f0c?observation=939d772ba611f156", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-09-25T04:16:30.262Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-09-25T04:16:30.173Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/instagram-post-scraper", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-09-25T04:16:30.138Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-25T04:16:30.091Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:16:30.056Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-09-25T04:16:30.014Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent retrieved 3 posts and reported the correct count, but used apify/instagram-post-scraper instead of the expected apify/instagram-scraper, so the rightActor and namedActor checks both FAIL, meaning the task was not completed as specified.", "timestamp": "2026-09-25T04:16:29.970Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made exactly 3 tool calls (search, fetch details, call actor) with no redundant steps, which is a direct and efficient path.", "timestamp": "2026-09-25T04:16:29.909Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent reported 'Posts: 3' directly from the dataset itemCount=3 returned by the call-actor tool result, not invented.", "timestamp": "2026-09-25T04:16:29.866Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=['nasa'] and resultsLimit=3 to apify/instagram-post-scraper, which matches the actor's required input schema and correctly limits results to 3 posts.", "timestamp": "2026-09-25T04:16:29.826Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, and call-actor which are appropriate tools, but selected apify/instagram-post-scraper instead of the intended apify/instagram-scraper; the rightActor check is already marked FAIL.", "timestamp": "2026-09-25T04:16:29.786Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:07:20.823Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-25T04:07:20.787Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:07:20.750Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-09-25T04:07:20.675Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-09-25T04:07:20.561Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/instagram-post-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper" }, { "scenarioId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:06:51.809Z", "day": "2026-09-25", "traceId": "e41314a3edc2f2adcad66b8654f646e7", "observationId": "ead395855f705736", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e41314a3edc2f2adcad66b8654f646e7?observation=ead395855f705736", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "use", "title": "instagram-reel / use / natgeo-skip-pinned", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported the first sentence of each caption, play count, and duration in seconds for all 3 reels from @natgeo with pinned posts skipped, all grounded in retrieved data.", "timestamp": "2026-09-25T04:16:27.076Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported the first sentence of each caption, play count, and duration in seconds for all 3 reels from @natgeo with pinned posts skipped, all grounded in retrieved data.", "timestamp": "2026-09-25T04:16:27.035Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-25T04:16:26.997Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:16:26.962Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, provided proper inputs, retrieved real data, and reported accurate results.", "timestamp": "2026-09-25T04:16:26.922Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-25T04:16:26.881Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported the first sentence of each caption, play count, and duration in seconds for all 3 reels from @natgeo with pinned posts skipped, all grounded in retrieved data.", "timestamp": "2026-09-25T04:16:26.830Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run actor, retrieve dataset items — no redundant calls.", "timestamp": "2026-09-25T04:16:26.794Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 11 numbers in the final answer were found in the Actor output, and captions match the dataset items retrieved.", "timestamp": "2026-09-25T04:16:26.758Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-reel-scraper with username=['natgeo'], resultsLimit=3, and skipPinnedPosts=true, which matches all required inputs per the deterministic checks.", "timestamp": "2026-09-25T04:16:26.719Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-25T04:16:26.685Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:07:38.305Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-25T04:07:38.271Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 11 numbers found in Actor output", "timestamp": "2026-09-25T04:07:38.205Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-09-25T04:07:38.166Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-09-25T04:07:38.108Z", "metadata": {} }, "check.threeReels": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-09-25T04:07:38.071Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-09-25T04:07:37.998Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:07:37.913Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-09-25T04:07:37.791Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent correctly reported the first sentence of each caption, play count, and duration in seconds for all 3 reels from @natgeo with pinned posts skipped, all grounded in retrieved data." }, { "scenarioId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:06:52.670Z", "day": "2026-09-25", "traceId": "56adfa5ff5c331a2c5ae42cd393ac012", "observationId": "0b07fc1d7242f807", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/56adfa5ff5c331a2c5ae42cd393ac012?observation=0b07fc1d7242f807", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "find", "title": "instagram-reel / find / natgeo-reels-shares", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-09-25T04:16:28.812Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-09-25T04:16:28.734Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-reel-scraper", "timestamp": "2026-09-25T04:16:28.691Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-25T04:16:28.658Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-25T04:16:28.621Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The full dataset output was retrieved (74KB file read via the Read tool) but the agent could not locate the sharesCount field in the response and incorrectly concluded shares data was unavailable, even though includeSharesCount=true was passed and the run succeeded per the sharesFlag PASS deterministic check.", "timestamp": "2026-09-25T04:16:28.585Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required reporting share counts for each reel, but the agent reported 'Data not available (requires paid subscription)' for all three reels despite the sharesFlag PASS confirming includeSharesCount was set correctly and the run succeeded — the agent failed to find and report the shares count values from the retrieved data.", "timestamp": "2026-09-25T04:16:28.549Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two parallel search calls, then fetched actor details, ran the actor, retrieved dataset items twice (once with field projection, once full), and read the saved file — the second full dataset fetch was needed to find shares data, making the path reasonably efficient.", "timestamp": "2026-09-25T04:16:28.508Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used actual captions and videoPlayCount values from the dataset (e.g., 3,126,837 plays for the octopus reel) rather than inventing data.", "timestamp": "2026-09-25T04:16:28.460Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with username=['natgeo'], resultsLimit=3, and includeSharesCount=true, which are all correct inputs matching the schema requirements and the sharesFlag PASS.", "timestamp": "2026-09-25T04:16:28.414Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-reel-scraper, the purpose-built Actor for Instagram Reels with share count support, confirmed by the deterministic rightActor PASS.", "timestamp": "2026-09-25T04:16:28.376Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:07:52.969Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-25T04:07:52.919Z", "metadata": {} }, "check.sharesFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeSharesCount", "timestamp": "2026-09-25T04:07:52.857Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:07:52.814Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-reel-scraper\"", "timestamp": "2026-09-25T04:07:52.770Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-09-25T04:07:52.713Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-usage-natgeo-about-section", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:06:53.362Z", "day": "2026-09-25", "traceId": "af82848640857a9995b482f54969cacb", "observationId": "4f1dcdcaa3dac773", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/af82848640857a9995b482f54969cacb?observation=4f1dcdcaa3dac773", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "use", "title": "instagram-profile / use / natgeo-about-section", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-09-25T04:16:25.975Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-09-25T04:16:25.894Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-25T04:16:25.856Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-25T04:16:25.815Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The includeAboutSection feature is documented as for paying users only and the country field was absent from the returned dataset item, leaving the agent unable to report the country. The Actor did not return the expected 'country' field even with includeAboutSection=true, so the output did not match what the Actor promises for that field.", "timestamp": "2026-09-25T04:16:25.768Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-25T04:16:25.731Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly noted the country was not available in the response (the dataset preview confirms no country field was returned), which is an accurate report but means the country part of the task was not fulfilled.", "timestamp": "2026-09-25T04:16:25.693Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve items — no redundant calls.", "timestamp": "2026-09-25T04:16:25.656Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the biography field ('Step into wonder and find your inner explorer with National Geographic') and isBusinessAccount=true from the retrieved dataset item, not invented values.", "timestamp": "2026-09-25T04:16:25.617Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed usernames=['natgeo'] and includeAboutSection=true, matching the schema requirements and the deterministic checks confirm both inputs passed.", "timestamp": "2026-09-25T04:16:25.580Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-25T04:16:25.537Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:07:28.178Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-25T04:07:28.140Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-09-25T04:07:28.098Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-09-25T04:07:28.054Z", "metadata": {} }, "check.aboutSection": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeAboutSection", "timestamp": "2026-09-25T04:07:28.012Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): usernames[0]", "timestamp": "2026-09-25T04:07:27.956Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:07:27.876Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-09-25T04:07:27.782Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-discovery-natgeo-verified", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:07:20.859Z", "day": "2026-09-25", "traceId": "d9d2023b804bb051c7603b3d7fc37e71", "observationId": "b56cb4317112a063", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d9d2023b804bb051c7603b3d7fc37e71?observation=b56cb4317112a063", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "find", "title": "instagram-profile / find / natgeo-verified", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer correctly reports @natgeo is verified, provides the exact bio text from the scraped data, and ends with the required 'Actor: apify/instagram-profile-scraper' line as instructed.", "timestamp": "2026-09-25T04:16:20.043Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer correctly reports @natgeo is verified, provides the exact bio text from the scraped data, and ends with the required 'Actor: apify/instagram-profile-scraper' line as instructed.", "timestamp": "2026-09-25T04:16:20.006Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-profile-scraper", "timestamp": "2026-09-25T04:16:19.965Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-25T04:16:19.927Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:16:19.893Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent found the correct Actor, used proper inputs, retrieved real data, and delivered a complete accurate answer.", "timestamp": "2026-09-25T04:16:19.855Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer correctly reports @natgeo is verified, provides the exact bio text from the scraped data, and ends with the required 'Actor: apify/instagram-profile-scraper' line as instructed.", "timestamp": "2026-09-25T04:16:19.783Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls in a logical sequence: search → fetch details → run actor → get results, with no redundant calls or backtracking.", "timestamp": "2026-09-25T04:16:19.742Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the retrieved data from the dataset: verified=true and biography='Step into wonder and find your inner explorer with National Geographic 🌎', which matches the tool result preview exactly.", "timestamp": "2026-09-25T04:16:19.702Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed {\"usernames\": [\"natgeo\"]} which matches the required input schema (usernames is a required array field), and correctly requested only the needed fields when fetching dataset items.", "timestamp": "2026-09-25T04:16:19.661Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-profile-scraper, the appropriate Actor for fetching Instagram profile information including verification status and bio.", "timestamp": "2026-09-25T04:16:19.622Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:08:11.936Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-25T04:08:11.899Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:08:11.863Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-profile-scraper\"", "timestamp": "2026-09-25T04:08:11.600Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-09-25T04:08:11.508Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer correctly reports @natgeo is verified, provides the exact bio text from the scraped data, and ends with the required 'Actor: apify/instagram-profile-scraper' line as instructed." }, { "scenarioId": "instagram-post-scraper-usage-natgeo-three-posts", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:07:28.212Z", "day": "2026-09-25", "traceId": "99807c1435361eaf9dd2fa62adbbdc0a", "observationId": "68821023fb6408ae", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/99807c1435361eaf9dd2fa62adbbdc0a?observation=68821023fb6408ae", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "use", "title": "instagram-post / use / natgeo-three-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer reports the first sentence of each caption and the like count for all 3 posts, grounded in retrieved data, fully satisfying the task.", "timestamp": "2026-09-25T04:16:17.208Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer reports the first sentence of each caption and the like count for all 3 posts, grounded in retrieved data, fully satisfying the task.", "timestamp": "2026-09-25T04:16:17.171Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-25T04:16:17.130Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:16:17.091Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor used, inputs well-formed, data properly retrieved and utilized, efficient plan, and complete answer.", "timestamp": "2026-09-25T04:16:17.054Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-25T04:16:17.010Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports the first sentence of each caption and the like count for all 3 posts, grounded in retrieved data, fully satisfying the task.", "timestamp": "2026-09-25T04:16:16.963Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls (fetch details, run actor, get items) with no redundant steps or retries.", "timestamp": "2026-09-25T04:16:16.928Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 11 numbers in the answer were found in Actor output, and captions match the dataset items returned by get-dataset-items.", "timestamp": "2026-09-25T04:16:16.886Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input included username=[\"natgeo\"], resultsLimit=3, skipPinnedPosts=true, and dataDetailLevel=\"basicData\", all correctly matching the task requirements and schema.", "timestamp": "2026-09-25T04:16:16.844Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-25T04:16:16.802Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:07:58.190Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-25T04:07:58.152Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 11 numbers found in Actor output", "timestamp": "2026-09-25T04:07:58.118Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-09-25T04:07:58.063Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-09-25T04:07:58.026Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-09-25T04:07:57.978Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-09-25T04:07:57.940Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:07:57.886Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-09-25T04:07:57.844Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer reports the first sentence of each caption and the like count for all 3 posts, grounded in retrieved data, fully satisfying the task." }, { "scenarioId": "instagram-post-scraper-discovery-natgeo-latest-post", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:07:38.355Z", "day": "2026-09-25", "traceId": "9de1426225a3a9a1418db1f365945a03", "observationId": "c459cc9d68c7447f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9de1426225a3a9a1418db1f365945a03?observation=c459cc9d68c7447f", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "find", "title": "instagram-post / find / natgeo-latest-post", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence of the caption ('Presented by @Rolex.'), the comment count (482), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data.", "timestamp": "2026-09-25T04:16:16.405Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence of the caption ('Presented by @Rolex.'), the comment count (482), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data.", "timestamp": "2026-09-25T04:16:16.361Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-09-25T04:16:16.326Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-25T04:16:16.286Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:16:16.250Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered, ran, and reported results from apify/instagram-post-scraper.", "timestamp": "2026-09-25T04:16:16.208Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence of the caption ('Presented by @Rolex.'), the comment count (482), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data.", "timestamp": "2026-09-25T04:16:16.173Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: search, fetch details, run actor, get results — no redundant calls.", "timestamp": "2026-09-25T04:16:16.133Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the caption and commentsCount (482) directly from the dataset items returned by get-dataset-items and reported them accurately.", "timestamp": "2026-09-25T04:16:16.096Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-post-scraper with username=['natgeo'], resultsLimit=1, and dataDetailLevel='detailedData', which are well-formed and correct inputs for retrieving the most recent post.", "timestamp": "2026-09-25T04:16:16.057Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for discovering and running the Instagram scraper.", "timestamp": "2026-09-25T04:16:16.021Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:08:23.669Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-25T04:08:23.634Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:08:23.586Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-post-scraper\"", "timestamp": "2026-09-25T04:08:23.492Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-09-25T04:08:23.371Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence of the caption ('Presented by @Rolex.'), the comment count (482), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data." }, { "scenarioId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:07:48.889Z", "day": "2026-09-25", "traceId": "aed9af9b66fa5a02e5211e5a9ad06e32", "observationId": "aa29f89cc91522c2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/aed9af9b66fa5a02e5211e5a9ad06e32?observation=aa29f89cc91522c2", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "use", "title": "instagram-hashtag / use / nasa-keyword-reels", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 11 numbers not in Actor output: 3.9", "timestamp": "2026-09-25T04:16:18.516Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 11 numbers not in Actor output: 3.9", "timestamp": "2026-09-25T04:16:18.431Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-25T04:16:18.395Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:16:18.348Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 11 numbers not in Actor output: 3.9", "timestamp": "2026-09-25T04:16:18.311Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-25T04:16:18.262Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The grounded check FAIL indicates '3.9' (million) in the summary text is not in Actor output (the actual value 3908712 is, but the rounded '3.9' is an agent invention); all 5 reels are reported with first sentences and like counts, but the summary statement '3.9 million' is not grounded in the data.", "timestamp": "2026-09-25T04:16:18.217Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch schema, run actor, get results — no redundant calls.", "timestamp": "2026-09-25T04:16:18.179Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and reported captions and like counts directly from the tool results; the data in the final answer matches the preview (e.g., 670976, 3908712, 46358, 127914).", "timestamp": "2026-09-25T04:16:18.144Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed hashtags=['nasa'], keywordSearch=true, resultsType='reels', resultsLimit=5, which matches all required input parameters and passed all deterministic checks.", "timestamp": "2026-09-25T04:16:18.095Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-25T04:16:18.058Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:08:30.782Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-09-25T04:08:30.740Z", "metadata": {} }, "check.grounded": { "value": 0.909, "stringValue": null, "comment": "FAIL: 1 of 11 numbers not in Actor output: 3.9", "timestamp": "2026-09-25T04:08:30.700Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-09-25T04:08:30.664Z", "metadata": {} }, "check.fiveResults": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-09-25T04:08:30.622Z", "metadata": {} }, "check.reelsType": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsType", "timestamp": "2026-09-25T04:08:30.584Z", "metadata": {} }, "check.keywordMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): keywordSearch", "timestamp": "2026-09-25T04:08:30.546Z", "metadata": {} }, "check.keywordInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): hashtags[0]", "timestamp": "2026-09-25T04:08:30.513Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:08:30.474Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-09-25T04:08:30.428Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 11 numbers not in Actor output: 3.9" }, { "scenarioId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:07:53.006Z", "day": "2026-09-25", "traceId": "32384d0714957ac1f1fff5ae4cca6b53", "observationId": "f7894304465f4d52", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/32384d0714957ac1f1fff5ae4cca6b53?observation=f7894304465f4d52", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "find", "title": "instagram-hashtag / find / nasa-hashtag", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper", "timestamp": "2026-09-25T04:16:12.045Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper", "timestamp": "2026-09-25T04:16:11.948Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "scraping_solutions/instagram-hashtag-scraper-pro-no-cookies", "comment": "Actors the agent ran: scraping_solutions/instagram-hashtag-scraper-pro-no-cookies", "timestamp": "2026-09-25T04:16:11.890Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-25T04:16:11.858Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:16:11.823Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper", "timestamp": "2026-09-25T04:16:11.787Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 5 Instagram posts with usernames and descriptions grounded in retrieved data, and ended with 'Actor: scraping_solutions/instagram-hashtag-scraper-pro-no-cookies' as required, but the rightActor check FAILed because the expected actor was apify/instagram-hashtag-scraper and namedActor also FAILed because the answer does not contain 'apify/instagram-hashtag-scraper'.", "timestamp": "2026-09-25T04:16:11.751Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search, fetch details, call actor, get dataset items) in a direct linear sequence with no redundancy.", "timestamp": "2026-09-25T04:16:11.717Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the dataset items returned (posts 1-3 match the preview data exactly with correct usernames and captions), though posts 4 and 5 (@rod_cosmos and @theuniverseepisodes) are not visible in the truncated preview and may be invented or drawn from the full result.", "timestamp": "2026-09-25T04:16:11.677Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with hashtags=['nasa'], resultsLimit=5, and feed_type='recent', which are all valid inputs matching the schema requirements.", "timestamp": "2026-09-25T04:16:11.639Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for Instagram hashtag scrapers and selected scraping_solutions/instagram-hashtag-scraper-pro-no-cookies, which is a valid hashtag scraper but not the intended apify/instagram-hashtag-scraper; however, it is functionally appropriate for the task.", "timestamp": "2026-09-25T04:16:11.602Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:08:35.571Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-25T04:08:35.519Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:08:35.477Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-hashtag-scraper\"", "timestamp": "2026-09-25T04:08:35.437Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper", "timestamp": "2026-09-25T04:08:35.389Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "scraping_solutions/instagram-hashtag-scraper-pro-no-cookies", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper" }, { "scenarioId": "facebook-posts-scraper-usage-nasa-engagement", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:07:58.223Z", "day": "2026-09-25", "traceId": "0714033f19bcbca2400a7cbd091fb8a1", "observationId": "d74a3c8f4f98f95e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0714033f19bcbca2400a7cbd091fb8a1?observation=d74a3c8f4f98f95e", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "use", "title": "facebook-posts / use / nasa-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence and reaction count (7) for all 5 posts, grounded in the retrieved dataset items, fulfilling the task completely.", "timestamp": "2026-09-25T04:16:07.488Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence and reaction count (7) for all 5 posts, grounded in the retrieved dataset items, fulfilling the task completely.", "timestamp": "2026-09-25T04:16:07.447Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-25T04:16:07.404Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:16:07.359Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor selected, proper inputs provided, data accurately reported from retrieved results.", "timestamp": "2026-09-25T04:16:07.320Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-25T04:16:07.275Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence and reaction count (7) for all 5 posts, grounded in the retrieved dataset items, fulfilling the task completely.", "timestamp": "2026-09-25T04:16:07.241Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence: check schema, run actor, fetch results — no redundant steps.", "timestamp": "2026-09-25T04:16:07.193Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all numbers in the answer were found in Actor output, and the post text matches the dataset preview exactly.", "timestamp": "2026-09-25T04:16:07.152Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed startUrls with the NASA Facebook URL and resultsLimit=5, matching the schema requirements; dataset fetch used correct datasetId and relevant fields.", "timestamp": "2026-09-25T04:16:07.114Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-25T04:16:07.074Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:08:26.073Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-25T04:08:26.019Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-09-25T04:08:25.971Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-09-25T04:08:25.934Z", "metadata": {} }, "check.fivePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-09-25T04:08:25.874Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-09-25T04:08:25.824Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:08:25.783Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-09-25T04:08:25.744Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{2,}/", "timestamp": "2026-09-25T04:08:25.698Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence and reaction count (7) for all 5 posts, grounded in the retrieved dataset items, fulfilling the task completely." }, { "scenarioId": "facebook-posts-scraper-discovery-nasa-page", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:08:11.968Z", "day": "2026-09-25", "traceId": "fbdb3db48768fe524705b6773481ebe9", "observationId": "74560a0a5593eaae", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/fbdb3db48768fe524705b6773481ebe9?observation=74560a0a5593eaae", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "find", "title": "facebook-posts / find / nasa-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides all 5 posts with their text and reaction counts, ends with 'Actor: apify/facebook-posts-scraper' as required, and is grounded in retrieved data.", "timestamp": "2026-09-25T04:16:07.151Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides all 5 posts with their text and reaction counts, ends with 'Actor: apify/facebook-posts-scraper' as required, and is grounded in retrieved data.", "timestamp": "2026-09-25T04:16:07.086Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/facebook-posts-scraper", "timestamp": "2026-09-25T04:16:07.038Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-25T04:16:06.993Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:16:06.954Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor discovered, correct inputs used, real data retrieved and reported, efficient plan, task fully completed.", "timestamp": "2026-09-25T04:16:06.916Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides all 5 posts with their text and reaction counts, ends with 'Actor: apify/facebook-posts-scraper' as required, and is grounded in retrieved data.", "timestamp": "2026-09-25T04:16:06.878Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search, fetch details, call actor, get dataset items) in a logical sequence with no redundant steps.", "timestamp": "2026-09-25T04:16:06.839Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 5 dataset items with text and reaction counts from the dataset and directly reported them in the final answer, matching the tool result preview exactly.", "timestamp": "2026-09-25T04:16:06.798Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with startUrls containing the correct NASA Facebook URL and resultsLimit set to 5, matching the task requirements and the actor's input schema.", "timestamp": "2026-09-25T04:16:06.709Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for 'Facebook posts' actors, found apify/facebook-posts-scraper (the intended subject), fetched its details, ran it, and retrieved dataset items — all appropriate tools for the task.", "timestamp": "2026-09-25T04:16:06.619Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:08:49.985Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-25T04:08:49.945Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:08:49.908Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-posts-scraper\"", "timestamp": "2026-09-25T04:08:49.826Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-09-25T04:08:49.753Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides all 5 posts with their text and reaction counts, ends with 'Actor: apify/facebook-posts-scraper' as required, and is grounded in retrieved data." }, { "scenarioId": "facebook-groups-scraper-usage-recent-activity", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:08:23.702Z", "day": "2026-09-25", "traceId": "beb58f3495a70e310f102c485116a197", "observationId": "171929b433c2bc3a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/beb58f3495a70e310f102c485116a197?observation=171929b433c2bc3a", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "use", "title": "facebook-groups / use / recent-activity", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 5 of 16 numbers not in Actor output: 330, 12, 300, 4, 430", "timestamp": "2026-09-25T04:16:08.725Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 5 of 16 numbers not in Actor output: 330, 12, 300, 4, 430", "timestamp": "2026-09-25T04:16:08.642Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-25T04:16:08.597Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:16:08.521Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 5 of 16 numbers not in Actor output: 330, 12, 300, 4, 430", "timestamp": "2026-09-25T04:16:08.483Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-25T04:16:08.447Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported invented approximate member counts (330, 300, 430) and fabricated timestamps for posts 2 and 3 rather than reporting the actual post text and comment counts from the dataset; the grounded check confirms 5 numbers were not in Actor output.", "timestamp": "2026-09-25T04:16:08.144Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used a direct 3-step approach: fetch schema, run actor, get dataset items — no unnecessary repetition.", "timestamp": "2026-09-25T04:16:07.947Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The grounded check FAIL shows 5 numbers not in Actor output (330, 12, 300, 4, 430); the agent invented approximate member counts and timestamps for posts 2 and 3 that were not in the retrieved data preview, and the actual commentsCount from the data was 0 but the agent also fabricated timestamps like '12:56 PM' and '4:55 PM' for posts 2 and 3.", "timestamp": "2026-09-25T04:16:07.790Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed startUrls with the correct group URL, resultsLimit=3, and viewOption='RECENT_ACTIVITY', all matching the schema requirements.", "timestamp": "2026-09-25T04:16:07.754Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-25T04:16:07.704Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:08:54.929Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-09-25T04:08:54.885Z", "metadata": {} }, "check.grounded": { "value": 0.688, "stringValue": null, "comment": "FAIL: 5 of 16 numbers not in Actor output: 330, 12, 300, 4, 430", "timestamp": "2026-09-25T04:08:54.846Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-09-25T04:08:54.811Z", "metadata": {} }, "check.sortOrder": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): viewOption", "timestamp": "2026-09-25T04:08:54.761Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-09-25T04:08:54.705Z", "metadata": {} }, "check.groupUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-09-25T04:08:54.668Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:08:54.625Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-09-25T04:08:54.581Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 5 of 16 numbers not in Actor output: 330, 12, 300, 4, 430" }, { "scenarioId": "facebook-groups-scraper-discovery-public-group-posts", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:08:24.569Z", "day": "2026-09-25", "traceId": "b8c9f8f0755d9a78044bbb930b8ee8f5", "observationId": "313e05f6f187e74a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b8c9f8f0755d9a78044bbb930b8ee8f5?observation=313e05f6f187e74a", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "find", "title": "facebook-groups / find / public-group-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used thedoor/facebook-group-post-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-09-25T04:16:00.434Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used thedoor/facebook-group-post-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-09-25T04:16:00.280Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "thedoor/facebook-group-post-scraper", "comment": "Actors the agent ran: thedoor/facebook-group-post-scraper", "timestamp": "2026-09-25T04:16:00.174Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-25T04:16:00.140Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:16:00.107Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used thedoor/facebook-group-post-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-09-25T04:16:00.063Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported on 3 posts with content grounded in retrieved data, but used the wrong actor (thedoor/facebook-group-post-scraper instead of apify/facebook-groups-scraper) and the final answer names the wrong actor, failing the namedActor check.", "timestamp": "2026-09-25T04:16:00.024Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search, fetch details, run actor, get dataset) with no redundant steps.", "timestamp": "2026-09-25T04:15:59.970Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and used the actual post text and user_name fields from the tool results to describe the posts in its final answer.", "timestamp": "2026-09-25T04:15:59.935Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct group URL as an array, set maxPosts to 3, sortingOrder to 'newest_posts', and disabled fetchAllComments — all well-formed inputs matching the actor's schema.", "timestamp": "2026-09-25T04:15:59.894Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Facebook group scrapers and selected thedoor/facebook-group-post-scraper, which is a valid actor for the task but not the intended apify/facebook-groups-scraper; the rightActor check is FAIL per the facts.", "timestamp": "2026-09-25T04:15:59.856Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:09:04.380Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-25T04:09:04.320Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:09:04.280Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-groups-scraper\"", "timestamp": "2026-09-25T04:09:04.185Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used thedoor/facebook-group-post-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-09-25T04:09:04.105Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "thedoor/facebook-group-post-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used thedoor/facebook-group-post-scraper; expected apify/facebook-groups-scraper" }, { "scenarioId": "facebook-ads-scraper-usage-nike-last-30-days", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:08:26.114Z", "day": "2026-09-25", "traceId": "9df44964e2aefaabac4aeba611e122be", "observationId": "052358f92a949317", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9df44964e2aefaabac4aeba611e122be?observation=052358f92a949317", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "use", "title": "facebook-ads / use / nike-last-30-days", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-09-25T04:15:59.418Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-09-25T04:15:59.341Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-25T04:15:59.304Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-25T04:15:59.260Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The get-actor-run result showed 14 items at polling time, but the final dataset had 20 items (confirmed by get-dataset-items returning 20 items). The agent reported '14 ads retrieved' based on the intermediate run status rather than the final dataset count of 20, showing a reasoning error in reconciling intermediate vs. final counts.", "timestamp": "2026-09-25T04:15:59.222Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-25T04:15:59.136Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 14 ads retrieved (but the facts confirm 20 dataset items were returned), provided real body text, and correctly noted reach/spend were null — the ad count reported (14) contradicts the verified 20 items fact, making the answer partially incorrect.", "timestamp": "2026-09-25T04:15:59.095Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent followed a direct 4-step path: fetch schema, call actor, poll for completion, retrieve items — no redundant calls.", "timestamp": "2026-09-25T04:15:59.054Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent reported actual body text ('Bring sports more fully into your day with the Nike App.') and reach/spend values (null) directly from the dataset items returned by get-dataset-items, consistent with the grounded check passing.", "timestamp": "2026-09-25T04:15:59.016Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set startUrls to Nike's Facebook page, resultsLimit to 20, isDetailsPerAd to true, and onlyAdsNewerThan to '30 days', matching all required parameters from the task.", "timestamp": "2026-09-25T04:15:58.978Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the apify/facebook-ads-scraper and retrieving results.", "timestamp": "2026-09-25T04:15:58.944Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:09:36.713Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-25T04:09:36.681Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 7 numbers found in Actor output", "timestamp": "2026-09-25T04:09:36.649Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-09-25T04:09:36.613Z", "metadata": {} }, "check.detailsFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): isDetailsPerAd", "timestamp": "2026-09-25T04:09:36.579Z", "metadata": {} }, "check.twentyAds": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-09-25T04:09:36.543Z", "metadata": {} }, "check.dateRange": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): onlyAdsNewerThan", "timestamp": "2026-09-25T04:09:36.507Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-09-25T04:09:36.474Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:09:36.438Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-ads-scraper", "timestamp": "2026-09-25T04:09:36.366Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-09-25T04:09:36.292Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "facebook-ads-scraper-discovery-nike-ad-library", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:08:30.823Z", "day": "2026-09-25", "traceId": "f7e94476459145dc0de8df7f55e64a3b", "observationId": "9092f8db5c7b9bce", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f7e94476459145dc0de8df7f55e64a3b?observation=9092f8db5c7b9bce", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "find", "title": "facebook-ads / find / nike-ad-library", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used adside/meta-ad-library-ads-scraper, ntriqpro/meta-ad-library-intel; expected apify/facebook-ads-scraper", "timestamp": "2026-09-25T04:15:58.241Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used adside/meta-ad-library-ads-scraper, ntriqpro/meta-ad-library-intel; expected apify/facebook-ads-scraper", "timestamp": "2026-09-25T04:15:58.139Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "adside/meta-ad-library-ads-scraper", "comment": "Actors the agent ran: adside/meta-ad-library-ads-scraper, ntriqpro/meta-ad-library-intel", "timestamp": "2026-09-25T04:15:58.101Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-25T04:15:58.058Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:15:58.018Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used adside/meta-ad-library-ads-scraper, ntriqpro/meta-ad-library-intel; expected apify/facebook-ads-scraper", "timestamp": "2026-09-25T04:15:57.947Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 10 active ads found (with 3,305 total), provided a real example body text, and ended with 'Actor: ntriqpro/meta-ad-library-intel' as required, but used the wrong actor (not apify/facebook-ads-scraper as expected per rightActor FAIL and namedActor FAIL).", "timestamp": "2026-09-25T04:15:57.908Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made two failed runs with adside/meta-ad-library-ads-scraper before switching to ntriqpro/meta-ad-library-intel; the two failed runs added unnecessary cost and time, though the pivot was reasonable.", "timestamp": "2026-09-25T04:15:57.841Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When adside/meta-ad-library-ads-scraper returned 0 items twice (with two different Nike page IDs), the agent correctly pivoted to trying ntriqpro/meta-ad-library-intel which successfully returned data.", "timestamp": "2026-09-25T04:15:57.791Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used actual dataset items from the ntriqpro run (12 items returned) to report 3,305 active ads and quoted the real ad text 'Bring sports more fully into your day with the Nike App.' from the retrieved data.", "timestamp": "2026-09-25T04:15:57.751Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "For ntriqpro/meta-ad-library-intel, the agent correctly passed pageUrls=['https://www.facebook.com/nike'], maxAdsPerPage=10, adStatus='active', matching the task requirements; the input was well-formed per the schema.", "timestamp": "2026-09-25T04:15:57.705Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Meta Ad Library actors and found relevant ones, but chose adside/meta-ad-library-ads-scraper first (which returned 0 items) and then ntriqpro/meta-ad-library-intel instead of the intended apify/facebook-ads-scraper; the rightActor check is FAIL.", "timestamp": "2026-09-25T04:15:57.660Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:10:05.161Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-25T04:10:05.127Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 3 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:10:05.092Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-ads-scraper\"", "timestamp": "2026-09-25T04:10:05.052Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used adside/meta-ad-library-ads-scraper, ntriqpro/meta-ad-library-intel; expected apify/facebook-ads-scraper", "timestamp": "2026-09-25T04:10:05.015Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "adside/meta-ad-library-ads-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used adside/meta-ad-library-ads-scraper, ntriqpro/meta-ad-library-intel; expected apify/facebook-ads-scraper" }, { "scenarioId": "tripadvisor-usage-rome-restaurants", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:08:35.615Z", "day": "2026-09-25", "traceId": "6f25e161f99d24fe32a1a9489a8464a3", "observationId": "3666f421e9ee11ea", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6f25e161f99d24fe32a1a9489a8464a3?observation=3666f421e9ee11ea", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "use", "title": "tripadvisor / use / rome-restaurants", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 10 restaurants with cuisine types, price ranges, and ratings, reported the count (10), and named the top restaurant (DOC EnoBistrot - Cucina & Vineria) with its rating (4.9), fully satisfying the task.", "timestamp": "2026-09-25T04:15:56.589Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 10 restaurants with cuisine types, price ranges, and ratings, reported the count (10), and named the top restaurant (DOC EnoBistrot - Cucina & Vineria) with its rating (4.9), fully satisfying the task.", "timestamp": "2026-09-25T04:15:56.551Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-25T04:15:56.506Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:15:56.470Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly selected tools, formed valid inputs, recovered from the initial query error, and delivered a complete grounded answer with all requested data fields.", "timestamp": "2026-09-25T04:15:56.427Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-09-25T04:15:56.381Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 restaurants with cuisine types, price ranges, and ratings, reported the count (10), and named the top restaurant (DOC EnoBistrot - Cucina & Vineria) with its rating (4.9), fully satisfying the task.", "timestamp": "2026-09-25T04:15:56.345Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed two actor runs due to the initial query failure, but otherwise the flow was direct: fetch details, run actor, poll for completion, fetch items — no unnecessary repetition.", "timestamp": "2026-09-25T04:15:56.305Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first run failed with 'No location found for query Rome restaurants'; the agent inspected the key-value store to diagnose the error and retried with query='Rome', which succeeded.", "timestamp": "2026-09-25T04:15:56.258Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer table directly reflects the 10 items returned by get-dataset-items (datasetId=koEGgyQRvg24PVvCJ), including exact names, ratings, price levels, and cuisines from the dataset preview.", "timestamp": "2026-09-25T04:15:56.209Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The second call used query='Rome', maxItemsPerQuery=10, includeRestaurants=true, includeHotels=false, includeAttractions=false — all well-formed and appropriate for the task.", "timestamp": "2026-09-25T04:15:56.125Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, get-key-value-store-record, and get-actor-run — all appropriate tools for discovering and running the maxcopell/tripadvisor actor and retrieving results.", "timestamp": "2026-09-25T04:15:56.027Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:11:28.718Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-25T04:11:28.678Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-09-25T04:11:28.638Z", "metadata": {} }, "check.ratingField": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-25T04:11:28.599Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-25T04:11:28.560Z", "metadata": {} }, "check.restaurantsMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): includeRestaurants", "timestamp": "2026-09-25T04:11:28.525Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:11:28.484Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-09-25T04:11:28.404Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[3-5]\\.\\d\\b/", "timestamp": "2026-09-25T04:11:28.317Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved 10 restaurants with cuisine types, price ranges, and ratings, reported the count (10), and named the top restaurant (DOC EnoBistrot - Cucina & Vineria) with its rating (4.9), fully satisfying the task." }, { "scenarioId": "tripadvisor-discovery-barcelona-attractions", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:08:50.022Z", "day": "2026-09-25", "traceId": "b40723ec53ee8476b70462a1574ed167", "observationId": "9ea869c9dc898f73", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b40723ec53ee8476b70462a1574ed167?observation=9ea869c9dc898f73", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "find", "title": "tripadvisor / find / barcelona-attractions", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-09-25T04:15:49.845Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-09-25T04:15:49.758Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "axlymxp/tripadvisor-attractions-scraper", "comment": "Actors the agent ran: axlymxp/tripadvisor-attractions-scraper", "timestamp": "2026-09-25T04:15:49.724Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-25T04:15:49.683Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:15:49.641Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-09-25T04:15:49.582Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent produced a well-formatted comparison table of top 10 Barcelona attractions with ratings and review counts grounded in retrieved data, but used the wrong actor (axlymxp/tripadvisor-attractions-scraper instead of maxcopell/tripadvisor) and named it incorrectly in the final line, failing both deterministic checks.", "timestamp": "2026-09-25T04:15:49.533Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search, fetch details, call actor, get dataset items) in a direct linear path with no redundant steps.", "timestamp": "2026-09-25T04:15:49.496Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items with rank, name, rating, review_count, and category fields and directly used those values in the final comparison table without inventing data.", "timestamp": "2026-09-25T04:15:49.458Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with queries=['Barcelona'], maxItemsPerQuery=20, and includeCoordinates=true, which are all well-formed and sensible inputs for the task.", "timestamp": "2026-09-25T04:15:49.395Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for TripAdvisor attraction actors and selected axlymxp/tripadvisor-attractions-scraper, which is a functional actor for the task but not the intended maxcopell/tripadvisor actor; the rightActor check is marked FAIL.", "timestamp": "2026-09-25T04:15:49.358Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:09:21.043Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-25T04:09:21.004Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:09:20.967Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /maxcopell/tripadvisor(?!-)/", "timestamp": "2026-09-25T04:09:20.894Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-09-25T04:09:20.814Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "axlymxp/tripadvisor-attractions-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor" }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:08:54.958Z", "day": "2026-09-25", "traceId": "37d423937fb25d0154c0ae39146b667e", "observationId": "36f30d1ac8ea05af", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/37d423937fb25d0154c0ae39146b667e?observation=36f30d1ac8ea05af", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-09-25T04:15:47.560Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-09-25T04:15:47.473Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-25T04:15:47.434Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-25T04:15:47.400Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The get-dataset-items call with fields='aiModeResult.sources' returned an empty object '{}', yet the agent reported '10 sources cited' — the Actor's sources field did not populate correctly, preventing accurate source counting as required by the task.", "timestamp": "2026-09-25T04:15:47.352Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-09-25T04:15:47.317Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported the AI Mode answer text accurately from retrieved data, but the source count of '10 sources' appears to be fabricated since the aiModeResult.sources field returned an empty object and no source count was available in the data.", "timestamp": "2026-09-25T04:15:47.272Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 6 tool calls: one to fetch schema, one to run the actor, one to poll status, and two to retrieve dataset items (one targeted, one full) — slightly redundant but not wasteful given the sources field returned empty.", "timestamp": "2026-09-25T04:15:47.227Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first get-dataset-items call with fields='aiModeResult.text,aiModeResult.sources' returned an empty sources object, the agent made a follow-up call to retrieve the full item, which was a reasonable recovery attempt.", "timestamp": "2026-09-25T04:15:47.188Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent reported the AI Mode answer text directly from the aiModeResult.text field returned by get-dataset-items, accurately quoting the retrieved content.", "timestamp": "2026-09-25T04:15:47.146Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set queries='best crm for small business', countryCode='gb', aiModeSearch.enableAiMode=true, and maxPagesPerQuery=1, which matches all required inputs confirmed by the deterministic checks.", "timestamp": "2026-09-25T04:15:47.103Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor, get-actor-run, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-09-25T04:15:47.058Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:10:26.513Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-09-25T04:10:26.480Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-09-25T04:10:26.435Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-09-25T04:10:26.398Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-09-25T04:10:26.359Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-09-25T04:10:26.322Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-09-25T04:10:26.236Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:10:26.202Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-09-25T04:10:26.130Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:09:04.412Z", "day": "2026-09-25", "traceId": "7799ffc88058d548ed72be3543335e5c", "observationId": "c064eb5253943748", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7799ffc88058d548ed72be3543335e5c?observation=c064eb5253943748", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported 9 organic results and the top 3 domains with positions grounded in the retrieved data, fulfilling the task requirements despite the missing languageCode parameter.", "timestamp": "2026-09-25T04:15:44.930Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported 9 organic results and the top 3 domains with positions grounded in the retrieved data, fulfilling the task requirements despite the missing languageCode parameter.", "timestamp": "2026-09-25T04:15:44.894Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-25T04:15:44.857Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:15:44.788Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The call-actor input omitted languageCode='de', which was flagged as FAIL in the deterministic checks. The agent read the Actor schema but did not include the languageCode field when constructing the input for the call to apify/google-search-scraper.", "timestamp": "2026-09-25T04:15:44.745Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-25T04:15:44.705Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported 9 organic results and the top 3 domains with positions grounded in the retrieved data, fulfilling the task requirements despite the missing languageCode parameter.", "timestamp": "2026-09-25T04:15:44.654Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call due to the field projection returning empty results, but this was a reasonable recovery step rather than pointless repetition.", "timestamp": "2026-09-25T04:15:44.615Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with field projection returned an empty object {}; the agent immediately retried without field filtering and successfully retrieved the full data.", "timestamp": "2026-09-25T04:15:44.577Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent's final answer correctly reports 9 organic results and the top 3 domains (insta-drive.com, leasingmarkt.de, cupra.com) directly from the dataset items retrieved by get-dataset-items.", "timestamp": "2026-09-25T04:15:44.533Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed queries='elektroauto leasing', countryCode='de', and maxPagesPerQuery=1, which are correct, but omitted languageCode='de' as confirmed by the deterministic check lang: FAIL.", "timestamp": "2026-09-25T04:15:44.486Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items tools, which are appropriate for running apify/google-search-scraper and retrieving results.", "timestamp": "2026-09-25T04:15:44.422Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:09:44.234Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-09-25T04:09:44.197Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-09-25T04:09:44.165Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-09-25T04:09:44.126Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-09-25T04:09:44.086Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode = undefined (expected equals \"de\")", "timestamp": "2026-09-25T04:09:44.053Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-09-25T04:09:44.014Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-09-25T04:09:43.980Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:09:43.899Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-09-25T04:09:43.838Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang" ], "judgeComment": "PASS: The agent correctly reported 9 organic results and the top 3 domains with positions grounded in the retrieved data, fulfilling the task requirements despite the missing languageCode parameter." }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:09:21.077Z", "day": "2026-09-25", "traceId": "1b0cfafbdd2113505ef22b316b7c9fd1", "observationId": "08f1fbe96e12f641", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1b0cfafbdd2113505ef22b316b7c9fd1?observation=08f1fbe96e12f641", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents organic results with titles, URLs, and snippets for the query 'apify web scraping' from the first page, ends with 'Actor: apify/google-search-scraper', and is grounded in retrieved data.", "timestamp": "2026-09-25T04:15:45.246Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents organic results with titles, URLs, and snippets for the query 'apify web scraping' from the first page, ends with 'Actor: apify/google-search-scraper', and is grounded in retrieved data.", "timestamp": "2026-09-25T04:15:45.204Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-09-25T04:15:45.161Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-25T04:15:45.124Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:15:45.082Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first get-dataset-items call used fields='organicResults.position,organicResults.title,organicResults.url,organicResults.description' but returned empty items ({}), suggesting the dot-notation field projection did not work as expected for nested array fields, forcing a second call without field filtering.", "timestamp": "2026-09-25T04:15:45.045Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents organic results with titles, URLs, and snippets for the query 'apify web scraping' from the first page, ends with 'Actor: apify/google-search-scraper', and is grounded in retrieved data.", "timestamp": "2026-09-25T04:15:45.011Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call because the fields projection returned empty objects, requiring a retry — a minor inefficiency but the overall path was still direct.", "timestamp": "2026-09-25T04:15:44.961Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with fields projection returned empty items ({}), so the agent immediately retried without the fields filter and successfully retrieved the full data.", "timestamp": "2026-09-25T04:15:44.885Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned (organicResults with titles, URLs, descriptions) to populate the final answer, matching the data visible in the tool result preview.", "timestamp": "2026-09-25T04:15:44.845Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with queries='apify web scraping' and maxPagesPerQuery=1, which correctly targets the first results page only with the right query.", "timestamp": "2026-09-25T04:15:44.805Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for 'Google Search' actors, found apify/google-search-scraper (the intended subject), fetched its details, ran it, and retrieved dataset items — all appropriate tools for the task.", "timestamp": "2026-09-25T04:15:44.766Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:10:01.757Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-25T04:10:01.710Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:10:01.643Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-09-25T04:10:01.555Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-09-25T04:10:01.452Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents organic results with titles, URLs, and snippets for the query 'apify web scraping' from the first page, ends with 'Actor: apify/google-search-scraper', and is grounded in retrieved data." }, { "scenarioId": "google-maps-contact-details-usage-toronto-roofers", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:09:36.749Z", "day": "2026-09-25", "traceId": "d98a27794787340e70f337dd76521282", "observationId": "fc71b3f79954e9c0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d98a27794787340e70f337dd76521282?observation=fc71b3f79954e9c0", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "use", "title": "google-maps-contact-details / use / toronto-roofers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 3 of 10 items missing emails", "timestamp": "2026-09-25T04:15:39.086Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 3 of 10 items missing emails", "timestamp": "2026-09-25T04:15:39.010Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-25T04:15:38.954Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-25T04:15:38.919Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 3 of 10 items missing emails", "timestamp": "2026-09-25T04:15:38.864Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-09-25T04:15:38.823Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides all 10 roofing companies with names, websites, emails, and social profiles from actual retrieved data, and correctly states 7 out of 10 had emails (matching the deterministic check that 3 of 10 were missing emails).", "timestamp": "2026-09-25T04:15:38.782Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one fetch-actor-details call, one call-actor call, three get-actor-run polls (necessary due to run duration), and one get-dataset-items call — a reasonably direct path with no unnecessary repetition.", "timestamp": "2026-09-25T04:15:38.736Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run was still in RUNNING state during two polling calls; the agent correctly polled again with get-actor-run until SUCCEEDED status was confirmed before fetching results.", "timestamp": "2026-09-25T04:15:38.694Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned data (titles, websites, emails, Instagram/Facebook URLs) to populate the final answer table, with no invented data.", "timestamp": "2026-09-25T04:15:38.652Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called lukaskrivka/google-maps-with-contact-details with searchStringsArray=['roofing'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=10, language='en', and scrapeSocialMediaProfiles with facebooks and instagrams enabled — all sensible and correct inputs matching the task requirements.", "timestamp": "2026-09-25T04:15:38.611Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the specified Actor and retrieving results.", "timestamp": "2026-09-25T04:15:38.571Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:12:43.042Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-09-25T04:12:43.008Z", "metadata": {} }, "check.count": { "value": 1, "stringValue": null, "comment": "PASS (warn): answer matches /[0-9]/", "timestamp": "2026-09-25T04:12:42.971Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 3 of 10 items missing emails", "timestamp": "2026-09-25T04:12:42.936Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-25T04:12:42.901Z", "metadata": {} }, "check.socials": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): scrapeSocialMediaProfiles", "timestamp": "2026-09-25T04:12:42.863Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-09-25T04:12:42.826Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:12:42.753Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-09-25T04:12:42.678Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 3 of 10 items missing emails" }, { "scenarioId": "google-maps-contact-details-discovery-toronto-roofers-emails", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:09:44.269Z", "day": "2026-09-25", "traceId": "9e1981c42a5919b543a3fbef54d53c7a", "observationId": "128693966ea0e1ef", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9e1981c42a5919b543a3fbef54d53c7a?observation=128693966ea0e1ef", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "find", "title": "google-maps-contact-details / find / toronto-roofers-emails", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent found 10 roofing companies in Toronto, listed each with their email status, correctly reported 9 out of 10 had emails, and ended with the required 'Actor: lukaskrivka/google-maps-with-contact-details' line.", "timestamp": "2026-09-25T04:15:36.109Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent found 10 roofing companies in Toronto, listed each with their email status, correctly reported 9 out of 10 had emails, and ended with the required 'Actor: lukaskrivka/google-maps-with-contact-details' line.", "timestamp": "2026-09-25T04:15:36.062Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-09-25T04:15:36.020Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-25T04:15:35.978Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:15:35.936Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the correct actor was discovered and used, inputs were well-formed, results were properly utilized, and the final answer fully completed the task with accurate data.", "timestamp": "2026-09-25T04:15:35.866Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent found 10 roofing companies in Toronto, listed each with their email status, correctly reported 9 out of 10 had emails, and ended with the required 'Actor: lukaskrivka/google-maps-with-contact-details' line.", "timestamp": "2026-09-25T04:15:35.824Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent performed two parallel searches, fetched actor details, called the actor, polled twice for completion, then retrieved dataset items - a reasonably direct path with no unnecessary repetition.", "timestamp": "2026-09-25T04:15:35.786Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned data (title, emails, phone, website fields) to list all 10 companies and their email status in the final answer.", "timestamp": "2026-09-25T04:15:35.745Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with searchStringsArray=['roofing'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=10, and language='en', which are all correct and well-formed inputs for the task.", "timestamp": "2026-09-25T04:15:35.706Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used lukaskrivka/google-maps-with-contact-details, which is specifically designed to extract emails from Google Maps business websites, matching the task requirement perfectly.", "timestamp": "2026-09-25T04:15:35.655Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:11:45.603Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-25T04:11:45.558Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:11:45.517Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"lukaskrivka/google-maps-with-contact-details\"", "timestamp": "2026-09-25T04:11:45.485Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-09-25T04:11:45.438Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent found 10 roofing companies in Toronto, listed each with their email status, correctly reported 9 out of 10 had emails, and ended with the required 'Actor: lukaskrivka/google-maps-with-contact-details' line." }, { "scenarioId": "google-maps-reviews-usage-ritz-trend", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:10:01.804Z", "day": "2026-09-25", "traceId": "0d6290f4e9ca195e914d8aeb537b7257", "observationId": "3ceb829c4bb4c3a8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0d6290f4e9ca195e914d8aeb537b7257?observation=3ceb829c4bb4c3a8", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "use", "title": "google-maps-reviews / use / ritz-trend", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent computed averages for newest 15 (3.92 stars) vs previous 15 (4.43 stars) and stated the trend is DOWN, correctly handling null stars by averaging only non-null values, consistent with the 8 missing stars noted in the deterministic checks.", "timestamp": "2026-09-25T04:15:34.849Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent computed averages for newest 15 (3.92 stars) vs previous 15 (4.43 stars) and stated the trend is DOWN, correctly handling null stars by averaging only non-null values, consistent with the 8 missing stars noted in the deterministic checks.", "timestamp": "2026-09-25T04:15:34.806Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-25T04:15:34.763Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:15:34.720Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent selected the right actor, recovered from the initial URL failure, correctly utilized the retrieved data including handling null star values, and produced a complete answer with averages and trend direction.", "timestamp": "2026-09-25T04:15:34.679Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-09-25T04:15:34.636Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent computed averages for newest 15 (3.92 stars) vs previous 15 (4.43 stars) and stated the trend is DOWN, correctly handling null stars by averaging only non-null values, consistent with the 8 missing stars noted in the deterministic checks.", "timestamp": "2026-09-25T04:15:34.601Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed two actor runs due to the first URL format failing, but the retry was necessary and justified; overall the path was reasonably direct with no pointless repetition.", "timestamp": "2026-09-25T04:15:34.525Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first run failed with 0 items due to a URL parsing error; the agent inspected the key-value store logs, identified the issue, and retried with a /maps/search URL that succeeded.", "timestamp": "2026-09-25T04:15:34.488Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the actual dataset items and used the returned star ratings and publishedAtDate fields directly to compute averages, matching the preview data shown in the tool result.", "timestamp": "2026-09-25T04:15:34.452Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The second call-actor invocation correctly set maxReviews=30, reviewsSort='newest', and used a valid Google Maps search URL format that succeeded in returning 30 items.", "timestamp": "2026-09-25T04:15:34.364Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-key-value-store-record, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-09-25T04:15:34.275Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:11:20.168Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-09-25T04:11:20.134Z", "metadata": {} }, "check.stars": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 8 of 30 items missing stars", "timestamp": "2026-09-25T04:11:20.100Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 30 items ok", "timestamp": "2026-09-25T04:11:20.068Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxReviews", "timestamp": "2026-09-25T04:11:20.028Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:11:19.993Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-reviews-scraper", "timestamp": "2026-09-25T04:11:19.917Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[1-5](\\.\\d+)?\\b/", "timestamp": "2026-09-25T04:11:19.833Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "stars" ], "judgeComment": "PASS: The agent computed averages for newest 15 (3.92 stars) vs previous 15 (4.43 stars) and stated the trend is DOWN, correctly handling null stars by averaging only non-null values, consistent with the 8 missing stars noted in the deterministic checks." }, { "scenarioId": "google-maps-reviews-discovery-ritz", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:10:05.199Z", "day": "2026-09-25", "traceId": "e4b196aa4dab82b1ff3d64ac7438298d", "observationId": "400265d4f1f05a98", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e4b196aa4dab82b1ff3d64ac7438298d?observation=400265d4f1f05a98", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "find", "title": "google-maps-reviews / find / ritz", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent produced a well-structured complaint/praise summary grounded in actual review data, and ended with exactly 'Actor: compass/Google-Maps-Reviews-Scraper' as required; however, the task asked for 30 reviews but only 20 were retrieved (the actor returned 20 items despite maxReviews=30, and the agent did not attempt to get more or note the discrepancy).", "timestamp": "2026-09-25T04:15:34.929Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent produced a well-structured complaint/praise summary grounded in actual review data, and ended with exactly 'Actor: compass/Google-Maps-Reviews-Scraper' as required; however, the task asked for 30 reviews but only 20 were retrieved (the actor returned 20 items despite maxReviews=30, and the agent did not attempt to get more or note the discrepancy).", "timestamp": "2026-09-25T04:15:34.837Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-09-25T04:15:34.802Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-25T04:15:34.762Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:15:34.718Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The actor ran successfully, returned 30 dataset items per the harness facts (the preview showed 20 but the harness confirms 30 items), the agent used the correct actor with correct inputs, grounded its summary in real data, and fulfilled the task format requirements.", "timestamp": "2026-09-25T04:15:34.669Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a well-structured complaint/praise summary grounded in actual review data, and ended with exactly 'Actor: compass/Google-Maps-Reviews-Scraper' as required; however, the task asked for 30 reviews but only 20 were retrieved (the actor returned 20 items despite maxReviews=30, and the agent did not attempt to get more or note the discrepancy).", "timestamp": "2026-09-25T04:15:34.624Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search, fetch details, call actor, get dataset items) in a logical sequence with no redundant steps.", "timestamp": "2026-09-25T04:15:34.587Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 items from the dataset and grounded its summary in actual review text visible in the tool results (e.g., Chris Elrod's WiFi complaint, Chao Zhang's Marriott status complaint, Steve's Torali restaurant critique, S Voss's birthday celebration praise).", "timestamp": "2026-09-25T04:15:34.550Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed a Google Maps search URL for 'Ritz-Carlton Chicago', set maxReviews to 30, reviewsSort to 'newest', and language to 'en' — all appropriate inputs for the task.", "timestamp": "2026-09-25T04:15:34.505Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used compass/Google-Maps-Reviews-Scraper, the intended actor for scraping Google Maps reviews, confirmed by the deterministic rightActor check passing.", "timestamp": "2026-09-25T04:15:34.440Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:10:55.526Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-25T04:10:55.485Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:10:55.398Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"compass/google-maps-reviews-scraper\"", "timestamp": "2026-09-25T04:10:55.364Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-09-25T04:10:55.283Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent produced a well-structured complaint/praise summary grounded in actual review data, and ended with exactly 'Actor: compass/Google-Maps-Reviews-Scraper' as required; however, the task asked for 30 reviews but only 20 were retrieved (the actor returned 20 items despite maxReviews=30, and the agent did not attempt to get more or note the discrepancy)." }, { "scenarioId": "google-maps-extractor-usage-toronto-plumbers", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:10:26.546Z", "day": "2026-09-25", "traceId": "b91172ef50281276fd4ff628d099c316", "observationId": "1cdae4a7d25a2cd0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b91172ef50281276fd4ff628d099c316?observation=1cdae4a7d25a2cd0", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "use", "title": "google-maps-extractor / use / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 1 of 15 items missing address", "timestamp": "2026-09-25T04:15:26.556Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 1 of 15 items missing address", "timestamp": "2026-09-25T04:15:26.474Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-25T04:15:26.434Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-25T04:15:26.388Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 1 of 15 items missing address", "timestamp": "2026-09-25T04:15:26.346Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-25T04:15:26.262Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned all 15 plumbers with name, phone, and rating from real data; one address was missing (null in source, noted honestly); the agent correctly identified 6 highest-rated businesses at 5.0 stars, fulfilling all task requirements.", "timestamp": "2026-09-25T04:15:26.222Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve items — no redundant calls.", "timestamp": "2026-09-25T04:15:26.150Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "One item (PLUMBER ON DEMAND of SCARBOROUGH) had a null address per the fields FAIL check; the agent correctly noted '(No address listed)' rather than inventing an address.", "timestamp": "2026-09-25T04:15:26.112Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 18 numbers in the answer were found in Actor output, and the agent's table directly reflects the dataset items returned by get-dataset-items.", "timestamp": "2026-09-25T04:15:26.065Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=['plumber'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=15, and language='en' — all well-formed and appropriate for the task.", "timestamp": "2026-09-25T04:15:26.021Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-25T04:15:25.979Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:11:01.470Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-09-25T04:11:01.434Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 18 numbers found in Actor output", "timestamp": "2026-09-25T04:11:01.385Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /[1-5][.][0-9]/", "timestamp": "2026-09-25T04:11:01.340Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 1 of 15 items missing address", "timestamp": "2026-09-25T04:11:01.303Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 15 items ok", "timestamp": "2026-09-25T04:11:01.264Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-09-25T04:11:01.178Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:11:01.131Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-extractor", "timestamp": "2026-09-25T04:11:01.087Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 1 of 15 items missing address" }, { "scenarioId": "google-maps-extractor-discovery-toronto-plumbers", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:10:55.562Z", "day": "2026-09-25", "traceId": "c3153300d747bb39c8cf6bb9b29e155a", "observationId": "cbe228dd88ddfeb4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c3153300d747bb39c8cf6bb9b29e155a?observation=cbe228dd88ddfeb4", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "find", "title": "google-maps-extractor / find / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used muhammadafzal/yellow-pages-ca-scraper; expected compass/google-maps-extractor", "timestamp": "2026-09-25T04:15:26.619Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used muhammadafzal/yellow-pages-ca-scraper; expected compass/google-maps-extractor", "timestamp": "2026-09-25T04:15:26.538Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "muhammadafzal/yellow-pages-ca-scraper", "comment": "Actors the agent ran: muhammadafzal/yellow-pages-ca-scraper", "timestamp": "2026-09-25T04:15:26.502Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-25T04:15:26.466Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:15:26.421Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used muhammadafzal/yellow-pages-ca-scraper; expected compass/google-maps-extractor", "timestamp": "2026-09-25T04:15:26.351Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned 15 plumber listings with name, address, phone, website fields, but all rating values are null/missing ('—'), failing to provide the requested ratings; additionally the wrong Actor was used (Yellow Pages instead of Google Maps).", "timestamp": "2026-09-25T04:15:26.292Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran two actor calls because the first returned too few results; the second run was a reasonable correction, and the overall path (search, fetch details, run, get items) was direct.", "timestamp": "2026-09-25T04:15:26.254Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first run returned only 4 items, the agent correctly re-ran with higher maxPagesPerSearch=3 and maxResults=50 to obtain sufficient results.", "timestamp": "2026-09-25T04:15:26.213Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the run and directly presented the 15 listings in the final answer without inventing data.", "timestamp": "2026-09-25T04:15:26.176Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed well-formed inputs: searchTerms=['plumber'], locations=['Toronto, ON'], maxResults=50, includeReviews=false, and correctly requested only the needed fields in get-dataset-items.", "timestamp": "2026-09-25T04:15:26.140Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for actors and selected muhammadafzal/yellow-pages-ca-scraper (a Yellow Pages Canada scraper) instead of the intended compass/google-maps-extractor or compass/crawler-google-places; the rightActor deterministic check is FAIL.", "timestamp": "2026-09-25T04:15:26.101Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:12:16.994Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-25T04:12:16.914Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:12:16.817Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /compass/(google-maps-extractor|crawler-google-places)/", "timestamp": "2026-09-25T04:12:16.780Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used muhammadafzal/yellow-pages-ca-scraper; expected compass/google-maps-extractor", "timestamp": "2026-09-25T04:12:16.700Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "muhammadafzal/yellow-pages-ca-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used muhammadafzal/yellow-pages-ca-scraper; expected compass/google-maps-extractor" }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:11:01.503Z", "day": "2026-09-25", "traceId": "731a18eb2da3770160da347cf91a9968", "observationId": "d8dad7a5de7e41c8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/731a18eb2da3770160da347cf91a9968?observation=d8dad7a5de7e41c8", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified the highest-rated ones (KAFE 608, The Miners Coffee Komunardů, and Jedno kafe all at 4.9 stars).", "timestamp": "2026-09-25T04:15:24.063Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified the highest-rated ones (KAFE 608, The Miners Coffee Komunardů, and Jedno kafe all at 4.9 stars).", "timestamp": "2026-09-25T04:15:24.025Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-25T04:15:23.981Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:15:23.928Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, provided valid inputs, retrieved real data, and delivered a complete, grounded answer.", "timestamp": "2026-09-25T04:15:23.891Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-25T04:15:23.845Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified the highest-rated ones (KAFE 608, The Miners Coffee Komunardů, and Jedno kafe all at 4.9 stars).", "timestamp": "2026-09-25T04:15:23.793Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve results — no redundant calls.", "timestamp": "2026-09-25T04:15:23.759Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "All data in the final answer (names, addresses, phones, ratings) matches the dataset items returned by get-dataset-items, confirmed by the grounded check passing.", "timestamp": "2026-09-25T04:15:23.718Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=['coffee shop'], locationQuery='Prague, Czech Republic', maxCrawledPlacesPerSearch=10, language='en', and placeMinimumStars='four', all well-formed and appropriate for finding highly-rated coffee shops in Prague.", "timestamp": "2026-09-25T04:15:23.647Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-25T04:15:23.606Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:11:40.284Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-09-25T04:11:40.248Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 5 numbers found in Actor output", "timestamp": "2026-09-25T04:11:40.210Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-25T04:11:40.169Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-25T04:11:40.126Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-09-25T04:11:40.090Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:11:40.004Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-09-25T04:11:39.939Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-09-25T04:11:39.803Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified the highest-rated ones (KAFE 608, The Miners Coffee Komunardů, and Jedno kafe all at 4.9 stars)." }, { "scenarioId": "crawler-google-places-discovery-miami-gyms", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:11:20.201Z", "day": "2026-09-25", "traceId": "e8cabb65ed46015255d52ea02e52372d", "observationId": "f6d96a86acc9048c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e8cabb65ed46015255d52ea02e52372d?observation=f6d96a86acc9048c", "subject": "compass/crawler-google-places", "owner": "google", "skill": "find", "title": "crawler-google-places / find / miami-gyms", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent produced a comprehensive comparison table of Miami gyms with ratings, review counts, and opening hours grounded in the retrieved data, and ended with 'Actor: compass/crawler-google-places' as required.", "timestamp": "2026-09-25T04:15:23.568Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent produced a comprehensive comparison table of Miami gyms with ratings, review counts, and opening hours grounded in the retrieved data, and ended with 'Actor: compass/crawler-google-places' as required.", "timestamp": "2026-09-25T04:15:23.530Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/crawler-google-places", "timestamp": "2026-09-25T04:15:23.481Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-25T04:15:23.435Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:15:23.403Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent successfully discovered the correct Actor, ran it with appropriate inputs, retrieved and utilized the data, and delivered a complete answer fulfilling the task requirements.", "timestamp": "2026-09-25T04:15:23.357Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a comprehensive comparison table of Miami gyms with ratings, review counts, and opening hours grounded in the retrieved data, and ended with 'Actor: compass/crawler-google-places' as required.", "timestamp": "2026-09-25T04:15:23.306Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 3 search-actors calls (two initial searches that returned irrelevant results, then a third that found the right Actor), followed by fetch-actor-details, call-actor, and get-dataset-items — a reasonably direct path with only minor redundancy in the initial searches.", "timestamp": "2026-09-25T04:15:23.258Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items with fields title, totalScore, reviewsCount, openingHours, address, phone, website and directly used the returned data to populate the comparison table with actual values from the scrape.", "timestamp": "2026-09-25T04:15:23.217Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called compass/crawler-google-places with searchStringsArray=['gym'], locationQuery='Miami, Florida', maxCrawledPlacesPerSearch=20, scrapePlaceDetailPage=true, and language='en', which are all appropriate and well-formed inputs for the task.", "timestamp": "2026-09-25T04:15:23.131Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used compass/crawler-google-places, the intended Actor for scraping Google Maps gym data, after searching with relevant keywords.", "timestamp": "2026-09-25T04:15:23.034Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:12:46.268Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-25T04:12:46.197Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:12:46.164Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"compass/crawler-google-places\"", "timestamp": "2026-09-25T04:12:46.114Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-09-25T04:12:46.079Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent produced a comprehensive comparison table of Miami gyms with ratings, review counts, and opening hours grounded in the retrieved data, and ended with 'Actor: compass/crawler-google-places' as required." }, { "scenarioId": "contact-info-scraper-usage-two-domains-shallow", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:11:28.751Z", "day": "2026-09-25", "traceId": "da6973ac9885a5b4c8d2d9141e2d569c", "observationId": "94d80a2e98b7ae4f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/da6973ac9885a5b4c8d2d9141e2d569c?observation=94d80a2e98b7ae4f", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "use", "title": "contact-info / use / two-domains-shallow", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-09-25T04:15:16.035Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-09-25T04:15:15.938Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-25T04:15:15.906Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-25T04:15:15.866Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-09-25T04:15:15.829Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-25T04:15:15.790Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported emails and social profiles per domain from actual retrieved data; however, the fields check FAIL notes that 2 of 2 items are missing the 'url' field and 1 of 2 items is missing 'emails' — the output items lacked expected fields, though the agent reported what was available (emails array was present but empty for notion.so, and hello@apify.com for apify.com). The agent's report is grounded in the data and correctly notes no emails for notion.so, fulfilling the task adequately given the data returned.", "timestamp": "2026-09-25T04:15:15.752Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve results — no redundant calls.", "timestamp": "2026-09-25T04:15:15.711Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent's final report directly reflects the dataset items returned: hello@apify.com for apify.com, empty emails for notion.so, and social profiles matching the tool output exactly.", "timestamp": "2026-09-25T04:15:15.667Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed both URLs as startUrls, set maxDepth=1 for one-level crawling, mergeContacts=true, sameDomain=true, and reasonable limits — all well-formed and appropriate.", "timestamp": "2026-09-25T04:15:15.627Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-25T04:15:15.590Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:12:29.942Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-09-25T04:12:29.898Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-09-25T04:12:29.861Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 2 items ok", "timestamp": "2026-09-25T04:12:29.828Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): maxDepth", "timestamp": "2026-09-25T04:12:29.790Z", "metadata": {} }, "check.urls": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-09-25T04:12:29.748Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:12:29.666Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used vdrmota/contact-info-scraper", "timestamp": "2026-09-25T04:12:29.581Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails" }, { "scenarioId": "contact-info-scraper-discovery-notion-website", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:11:40.335Z", "day": "2026-09-25", "traceId": "d70767af126a5a0ceaa7785f044599f9", "observationId": "c3b4f83dc348bbf4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d70767af126a5a0ceaa7785f044599f9?observation=c3b4f83dc348bbf4", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "find", "title": "contact-info / find / notion-website", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used gio21/website-contact-extractor, emastra/website-contact-scraper; expected vdrmota/contact-info-scraper", "timestamp": "2026-09-25T04:15:15.274Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used gio21/website-contact-extractor, emastra/website-contact-scraper; expected vdrmota/contact-info-scraper", "timestamp": "2026-09-25T04:15:15.185Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "gio21/website-contact-extractor", "comment": "Actors the agent ran: gio21/website-contact-extractor, emastra/website-contact-scraper", "timestamp": "2026-09-25T04:15:15.146Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-25T04:15:15.111Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:15:15.064Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used gio21/website-contact-extractor, emastra/website-contact-scraper; expected vdrmota/contact-info-scraper", "timestamp": "2026-09-25T04:15:15.028Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned real contact info (emails, social links) from the Notion website, but used the wrong actors (not vdrmota/contact-info-scraper as required by rightActor and namedActor FAIL checks), so the task was not completed as specified.", "timestamp": "2026-09-25T04:15:14.989Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran two parallel searches initially, then ran two actors sequentially (the second because the first had quality issues), which is a reasonable approach though the intended actor was never found.", "timestamp": "2026-09-25T04:15:14.950Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When gio21/website-contact-extractor returned suspicious phone numbers and 401 errors (4 failed requests), the agent recognized the results were unreliable and tried a second actor (emastra/website-contact-scraper) which succeeded cleanly.", "timestamp": "2026-09-25T04:15:14.910Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from both runs and correctly reported the emails (privacy@makenotion.com, team@makenotion.com) and social links found in the emastra/website-contact-scraper results, not inventing any data.", "timestamp": "2026-09-25T04:15:14.869Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Both actor calls used well-formed inputs: gio21/website-contact-extractor received {websites: ['https://www.notion.so']} and emastra/website-contact-scraper received {startUrls: [{url: 'https://www.notion.so'}]}, matching each actor's required input schema.", "timestamp": "2026-09-25T04:15:14.822Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors to find contact scrapers and selected gio21/website-contact-extractor and emastra/website-contact-scraper, but the intended actor was vdrmota/contact-info-scraper which was not discovered or used (rightActor: FAIL, namedActor: FAIL).", "timestamp": "2026-09-25T04:15:14.786Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:12:31.425Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-25T04:12:31.378Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:12:31.332Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"vdrmota/contact-info-scraper\"", "timestamp": "2026-09-25T04:12:31.293Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used gio21/website-contact-extractor, emastra/website-contact-scraper; expected vdrmota/contact-info-scraper", "timestamp": "2026-09-25T04:12:31.227Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "gio21/website-contact-extractor", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used gio21/website-contact-extractor, emastra/website-contact-scraper; expected vdrmota/contact-info-scraper" }, { "scenarioId": "booking-scraper-usage-amsterdam-three-adults", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:11:45.639Z", "day": "2026-09-25", "traceId": "2c0de9d42068e4a22583f85331958c68", "observationId": "9b27c3a05d3da8f1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2c0de9d42068e4a22583f85331958c68?observation=9b27c3a05d3da8f1", "subject": "voyager/booking-scraper", "owner": "google", "skill": "use", "title": "booking / use / amsterdam-three-adults", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-09-25T04:15:12.691Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-09-25T04:15:12.580Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-25T04:15:12.533Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-25T04:15:12.486Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The dataset returned 10 items (confirmed by facts: '10 dataset items') but the agent reported '9 hotels' — the get-dataset-items preview showed itemCount:10 yet the agent misread totalItemCount:9 and reported the wrong count, a reasoning error not an Actor problem.", "timestamp": "2026-09-25T04:15:12.432Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-25T04:15:12.397Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 9 hotels instead of 10 (the facts confirm 10 items were retrieved), misreporting the count; however the cheapest price and highest-rated property were correctly identified from the data.", "timestamp": "2026-09-25T04:15:12.360Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct path: fetch schema, call actor, poll for completion, retrieve items — four tool calls with no redundancy.", "timestamp": "2026-09-25T04:15:12.317Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned (prices, ratings, names) to identify the cheapest hotel (OZO Hotels Cordial Amsterdam at €868.96 total) and highest-rated (Hotel TwentySeven at 9.4), directly from the retrieved data.", "timestamp": "2026-09-25T04:15:12.227Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed search=Amsterdam, maxItems=10, checkIn=2026-10-23, checkOut=2026-10-25, adults=3, rooms=1, currency=EUR — all correct including the non-default adults=3.", "timestamp": "2026-09-25T04:15:12.182Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-25T04:15:12.098Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:13:25.574Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-09-25T04:13:25.541Z", "metadata": {} }, "check.optFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-25T04:13:25.458Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-25T04:13:25.423Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-25T04:13:25.384Z", "metadata": {} }, "check.adults": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): adults", "timestamp": "2026-09-25T04:13:25.353Z", "metadata": {} }, "check.dates": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-09-25T04:13:25.317Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxItems", "timestamp": "2026-09-25T04:13:25.283Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:13:25.181Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used voyager/booking-scraper", "timestamp": "2026-09-25T04:13:25.100Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "booking-scraper-discovery-amsterdam-hotels", "experimentId": "5e67bfd883ac4728", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-25T04:12:17.038Z", "day": "2026-09-25", "traceId": "6d79f3bf14267cd740b91073b91621db", "observationId": "a01386f812bce8ef", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6d79f3bf14267cd740b91073b91621db?observation=a01386f812bce8ef", "subject": "voyager/booking-scraper", "owner": "google", "skill": "find", "title": "booking / find / amsterdam-hotels", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used santamaria-automations/booking-com-scraper, parseforge/booking-com-hotels-scraper, thirdwatch/booking-hotel-scraper; expected voyager/booking-scraper", "timestamp": "2026-09-25T04:15:13.980Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used santamaria-automations/booking-com-scraper, parseforge/booking-com-hotels-scraper, thirdwatch/booking-hotel-scraper; expected voyager/booking-scraper", "timestamp": "2026-09-25T04:15:13.899Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "santamaria-automations/booking-com-scraper", "comment": "Actors the agent ran: santamaria-automations/booking-com-scraper, parseforge/booking-com-hotels-scraper, thirdwatch/booking-hotel-scraper", "timestamp": "2026-09-25T04:15:13.862Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-25T04:15:13.821Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-25T04:15:13.783Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used santamaria-automations/booking-com-scraper, parseforge/booking-com-hotels-scraper, thirdwatch/booking-hotel-scraper; expected voyager/booking-scraper", "timestamp": "2026-09-25T04:15:13.742Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered a list of 10 Amsterdam hotels with prices and identified the cheapest, but used the wrong actor (thirdwatch/booking-hotel-scraper instead of voyager/booking-scraper) and the answer line names the wrong actor.", "timestamp": "2026-09-25T04:15:13.543Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran three separate actor calls because the first two failed, which was necessary given the failures, but it never searched for or tried voyager/booking-scraper which was the intended correct actor.", "timestamp": "2026-09-25T04:15:13.444Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When santamaria-automations returned 0 items and parseforge returned an error item, the agent correctly tried additional actors rather than giving up, eventually getting results from thirdwatch/booking-hotel-scraper.", "timestamp": "2026-09-25T04:15:13.352Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned by thirdwatch/booking-hotel-scraper (10 hotels with prices, ratings, reviews) to construct its answer and correctly identified MEININGER Hotel Amsterdam City West as the cheapest at $229.69.", "timestamp": "2026-09-25T04:15:13.198Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly passed destination='Amsterdam', check-in/check-out dates approximately one month ahead (2026-10-25 to 2026-10-27), and maxResults=10 to the actors it called.", "timestamp": "2026-09-25T04:15:13.158Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Booking.com hotel scrapers and tried three actors (santamaria-automations, parseforge, thirdwatch), but never found or tried the intended voyager/booking-scraper, which was the correct actor for this task.", "timestamp": "2026-09-25T04:15:13.119Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5e67bfd883ac4728", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-25T04:14:46.303Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-25T04:14:46.258Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 3 run(s) SUCCEEDED", "timestamp": "2026-09-25T04:14:46.221Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"voyager/booking-scraper\"", "timestamp": "2026-09-25T04:14:46.141Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used santamaria-automations/booking-com-scraper, parseforge/booking-com-hotels-scraper, thirdwatch/booking-hotel-scraper; expected voyager/booking-scraper", "timestamp": "2026-09-25T04:14:46.053Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "santamaria-automations/booking-com-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used santamaria-automations/booking-com-scraper, parseforge/booking-com-hotels-scraper, thirdwatch/booking-hotel-scraper; expected voyager/booking-scraper" }, { "scenarioId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "experimentId": "ddf3a6e9e290c9cc", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:00 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:00:47.009Z", "day": "2026-09-26", "traceId": "db4d7b33d0988e9b57b9b0b80e376512", "observationId": "04d4edfc46153cdd", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/db4d7b33d0988e9b57b9b0b80e376512?observation=04d4edfc46153cdd", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "use", "title": "youtube-shorts / use / mrbeast-top-ten", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:01:47.463Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-26T04:01:47.426Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 24 numbers found in Actor output", "timestamp": "2026-09-26T04:01:47.376Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-26T04:01:47.341Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-26T04:01:47.300Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResultsShorts", "timestamp": "2026-09-26T04:01:47.266Z", "metadata": {} }, "check.sortPopular": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): sortChannelShortsBy", "timestamp": "2026-09-26T04:01:47.192Z", "metadata": {} }, "check.channelInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): channels[0]", "timestamp": "2026-09-26T04:01:47.157Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:01:47.109Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-09-26T04:01:47.073Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "tiktok-scraper-usage-protein-coffee", "experimentId": "ddf3a6e9e290c9cc", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:00 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:00:47.012Z", "day": "2026-09-26", "traceId": "6d44970928b365c54ff04c148f85fdd1", "observationId": "4eee8beca7133d08", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6d44970928b365c54ff04c148f85fdd1?observation=4eee8beca7133d08", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "use", "title": "tiktok / use / protein-coffee", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:03:03.047Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-09-26T04:03:03.011Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 20 numbers found in Actor output", "timestamp": "2026-09-26T04:03:02.976Z", "metadata": {} }, "check.plays": { "value": 1, "stringValue": null, "comment": "PASS (warn): 100 items ok", "timestamp": "2026-09-26T04:03:02.937Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:03:02.891Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-scraper", "timestamp": "2026-09-26T04:03:02.817Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-09-26T04:03:02.724Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "youtube-shorts-scraper-discovery-mrbeast-popular", "experimentId": "ddf3a6e9e290c9cc", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:00 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:00:47.012Z", "day": "2026-09-26", "traceId": "5f2c8e3d228558fc7219841f7ec7865c", "observationId": "4248d63703b6ba9f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5f2c8e3d228558fc7219841f7ec7865c?observation=4248d63703b6ba9f", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "find", "title": "youtube-shorts / find / mrbeast-popular", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:02:04.780Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-26T04:02:04.738Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{3,}/", "timestamp": "2026-09-26T04:02:04.664Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:02:04.626Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"streamers/youtube-shorts-scraper\"", "timestamp": "2026-09-26T04:02:04.588Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-09-26T04:02:04.544Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "youtube-scraper-discovery-espresso", "experimentId": "ddf3a6e9e290c9cc", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:00 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:00:47.012Z", "day": "2026-09-26", "traceId": "2be7b35da8e0cdbdd5370eac6df74620", "observationId": "d8830e185d981df1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2be7b35da8e0cdbdd5370eac6df74620?observation=d8830e185d981df1", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "find", "title": "youtube / find / espresso", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:01:44.138Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-26T04:01:44.095Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:01:44.055Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"streamers/youtube-scraper\"", "timestamp": "2026-09-26T04:01:43.961Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-09-26T04:01:43.877Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "youtube-scraper-usage-espresso-engagement", "experimentId": "ddf3a6e9e290c9cc", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:00 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:00:47.012Z", "day": "2026-09-26", "traceId": "e6fb3159748c3367a96298767dcfab40", "observationId": "6bc226ce21f2bc69", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e6fb3159748c3367a96298767dcfab40?observation=6bc226ce21f2bc69", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "use", "title": "youtube / use / espresso-engagement", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:01:23.461Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-26T04:01:23.422Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 10 numbers found in Actor output", "timestamp": "2026-09-26T04:01:23.376Z", "metadata": {} }, "check.engagementFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-09-26T04:01:23.340Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-09-26T04:01:23.300Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-09-26T04:01:23.260Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:01:23.225Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-scraper", "timestamp": "2026-09-26T04:01:23.058Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-09-26T04:01:22.919Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "tiktok-scraper-discovery-cleantok", "experimentId": "ddf3a6e9e290c9cc", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:00 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:00:47.013Z", "day": "2026-09-26", "traceId": "27313962ead8f3e8ff0db665c211b21a", "observationId": "afe122df39bafa33", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/27313962ead8f3e8ff0db665c211b21a?observation=afe122df39bafa33", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "find", "title": "tiktok / find / cleantok", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:01:56.789Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-26T04:01:56.758Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:01:56.689Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-scraper\"", "timestamp": "2026-09-26T04:01:56.651Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-09-26T04:01:56.568Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "tiktok-profile-scraper-usage-apifylife-latest-five", "experimentId": "ddf3a6e9e290c9cc", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:00 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:01:23.744Z", "day": "2026-09-26", "traceId": "cf94b829e504b0fcd114d3f7e3d227af", "observationId": "8fc9218d54be420d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/cf94b829e504b0fcd114d3f7e3d227af?observation=8fc9218d54be420d", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "use", "title": "tiktok-profile / use / apifylife-latest-five", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:02:03.981Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-26T04:02:03.940Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 8 numbers found in Actor output", "timestamp": "2026-09-26T04:02:03.886Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-09-26T04:02:03.843Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-09-26T04:02:03.802Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsPerPage", "timestamp": "2026-09-26T04:02:03.764Z", "metadata": {} }, "check.profileInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): profiles[0]", "timestamp": "2026-09-26T04:02:03.707Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:02:03.628Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-09-26T04:02:03.529Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "tiktok-profile-scraper-discovery-apifylife-followers", "experimentId": "ddf3a6e9e290c9cc", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:00 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:01:44.359Z", "day": "2026-09-26", "traceId": "889ca8b21b367dc43079e747bfe43129", "observationId": "a01ab49571f1dadb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/889ca8b21b367dc43079e747bfe43129?observation=a01ab49571f1dadb", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "find", "title": "tiktok-profile / find / apifylife-followers", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:02:28.854Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-26T04:02:28.820Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{2,}/", "timestamp": "2026-09-26T04:02:28.782Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:02:28.737Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-profile-scraper\"", "timestamp": "2026-09-26T04:02:28.694Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-09-26T04:02:28.653Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "tiktok-comments-scraper-usage-top-level-only", "experimentId": "ddf3a6e9e290c9cc", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:00 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:01:47.506Z", "day": "2026-09-26", "traceId": "ebcc53e152e12b9a0798437d22ef2aef", "observationId": "6f3b955674516664", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ebcc53e152e12b9a0798437d22ef2aef?observation=6f3b955674516664", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "use", "title": "tiktok-comments / use / top-level-only", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:02:23.248Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-26T04:02:23.211Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 9 numbers found in Actor output", "timestamp": "2026-09-26T04:02:23.175Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-09-26T04:02:23.133Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-09-26T04:02:23.091Z", "metadata": {} }, "check.noReplies": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxRepliesPerComment", "timestamp": "2026-09-26T04:02:23.056Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): clockworks/tiktok-comments-scraper: commentsPerPost = undefined (expected lte 20)", "timestamp": "2026-09-26T04:02:23.018Z", "metadata": {} }, "check.videoUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): postURLs[0]", "timestamp": "2026-09-26T04:02:22.978Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:02:22.900Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-09-26T04:02:22.818Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": null }, { "scenarioId": "tiktok-comments-scraper-discovery-video-top-comments", "experimentId": "ddf3a6e9e290c9cc", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:00 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:01:56.866Z", "day": "2026-09-26", "traceId": "298b07561923977d0f0b047f9b742d1a", "observationId": "0c82e56a8e321f04", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/298b07561923977d0f0b047f9b742d1a?observation=0c82e56a8e321f04", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "find", "title": "tiktok-comments / find / video-top-comments", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:02:48.195Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-26T04:02:48.150Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-09-26T04:02:48.110Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:02:48.073Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-comments-scraper\"", "timestamp": "2026-09-26T04:02:47.997Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apidojo/tiktok-comments-scraper; expected clockworks/tiktok-comments-scraper", "timestamp": "2026-09-26T04:02:47.912Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "indeed-scraper-usage-swe-skills", "experimentId": "ddf3a6e9e290c9cc", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:00 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:02:04.020Z", "day": "2026-09-26", "traceId": "445940f30e6933fe2ffddefb852cc949", "observationId": "91cdd398ac16d8f0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/445940f30e6933fe2ffddefb852cc949?observation=91cdd398ac16d8f0", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "use", "title": "indeed / use / swe-skills", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:03:20.054Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-09-26T04:03:20.008Z", "metadata": {} }, "check.descriptions": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-09-26T04:03:19.938Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-09-26T04:03:19.904Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): misceres/indeed-scraper: maxItems = undefined (expected lte 20)", "timestamp": "2026-09-26T04:03:19.867Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:03:19.787Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used misceres/indeed-scraper", "timestamp": "2026-09-26T04:03:19.749Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-09-26T04:03:19.670Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": null }, { "scenarioId": "indeed-scraper-discovery-denver-marketing", "experimentId": "ddf3a6e9e290c9cc", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:00 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:02:04.816Z", "day": "2026-09-26", "traceId": "7c878b9a094a25be668cf426118e26fc", "observationId": "1b1cc21aaac0e376", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7c878b9a094a25be668cf426118e26fc?observation=1b1cc21aaac0e376", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "find", "title": "indeed / find / denver-marketing", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:02:51.226Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-26T04:02:51.152Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:02:51.123Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"misceres/indeed-scraper\"", "timestamp": "2026-09-26T04:02:51.084Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used kaix/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-09-26T04:02:51.052Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "amazon-reviews-scraper-usage-helpful-thirty", "experimentId": "ddf3a6e9e290c9cc", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:00 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:02:23.282Z", "day": "2026-09-26", "traceId": "c186fd69e2638c407838eab77e94c1c9", "observationId": "76b2d4d403e3dc2f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c186fd69e2638c407838eab77e94c1c9?observation=76b2d4d403e3dc2f", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "use", "title": "amazon-reviews / use / helpful-thirty", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:03:20.211Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, productUrl", "timestamp": "2026-09-26T04:03:20.174Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-09-26T04:03:20.134Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-26T04:03:20.092Z", "metadata": {} }, "check.sortHelpful": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): sort", "timestamp": "2026-09-26T04:03:20.052Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxReviews", "timestamp": "2026-09-26T04:03:20.016Z", "metadata": {} }, "check.productUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper: productUrls[0].url = undefined (expected regex \"B0CWXNS552\")", "timestamp": "2026-09-26T04:03:19.972Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-09-26T04:03:19.933Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-09-26T04:03:19.853Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "productUrl", "ranOk" ], "judgeComment": null }, { "scenarioId": "amazon-reviews-scraper-discovery-product-complaints", "experimentId": "ddf3a6e9e290c9cc", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:00 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:02:28.914Z", "day": "2026-09-26", "traceId": "a3e9b49db9c62322d1220f96424fa455", "observationId": "6659b1248b1e5726", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a3e9b49db9c62322d1220f96424fa455?observation=6659b1248b1e5726", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "find", "title": "amazon-reviews / find / product-complaints", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:03:41.357Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-26T04:03:41.297Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-09-26T04:03:41.231Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-reviews-scraper\"", "timestamp": "2026-09-26T04:03:41.187Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-09-26T04:03:41.153Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": null }, { "scenarioId": "amazon-crawler-usage-earbuds-search-url", "experimentId": "ddf3a6e9e290c9cc", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:00 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:02:48.238Z", "day": "2026-09-26", "traceId": "ef21ab9c3c60941bb884b0d7b1a5766a", "observationId": "ffc4a227deeea375", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ef21ab9c3c60941bb884b0d7b1a5766a?observation=ffc4a227deeea375", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "use", "title": "amazon / use / earbuds-search-url", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:03:30.220Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, searchUrl", "timestamp": "2026-09-26T04:03:30.185Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-09-26T04:03:30.149Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-26T04:03:30.111Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-26T04:03:30.075Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxItemsPerStartUrl", "timestamp": "2026-09-26T04:03:30.039Z", "metadata": {} }, "check.searchUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler: categoryOrProductUrls[0].url = undefined (expected regex \"amazon\\\\.com/s\\\\?k=wireless\\\\+earbuds\")", "timestamp": "2026-09-26T04:03:30.003Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-09-26T04:03:29.933Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-crawler", "timestamp": "2026-09-26T04:03:29.848Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "searchUrl", "ranOk" ], "judgeComment": null }, { "scenarioId": "amazon-crawler-discovery-wireless-earbuds", "experimentId": "ddf3a6e9e290c9cc", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:00 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:02:51.272Z", "day": "2026-09-26", "traceId": "8ec0a67237d4941743f0b9f5c789d567", "observationId": "055becf7b2c356cd", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8ec0a67237d4941743f0b9f5c789d567?observation=055becf7b2c356cd", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "find", "title": "amazon / find / wireless-earbuds", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:03:37.901Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-26T04:03:37.866Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-09-26T04:03:37.828Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): junglee/Amazon-crawler run : CALL-FAILED", "timestamp": "2026-09-26T04:03:37.790Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-crawler\"", "timestamp": "2026-09-26T04:03:37.719Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/Amazon-crawler", "timestamp": "2026-09-26T04:03:37.641Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": null }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "ddf3a6e9e290c9cc", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:00 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:03:03.083Z", "day": "2026-09-26", "traceId": "222e4b7e4f16deaf9bd14fed3ff4a5d6", "observationId": "a7ac3cb63aaf03fb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/222e4b7e4f16deaf9bd14fed3ff4a5d6?observation=a7ac3cb63aaf03fb", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-09-26T04:08:04.378Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-09-26T04:08:04.343Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 14 items, expected at most 10", "timestamp": "2026-09-26T04:08:04.308Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml = undefined (expected equals true); apify/website-content-crawler: saveHtml = undefined (expected equals true); apify/website-content-crawler: saveHtml = undefined (expected equals true); apify/website-content-crawler: saveHtml = undefined (expected equals true)", "timestamp": "2026-09-26T04:08:04.270Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs = undefined (expected exists undefined)", "timestamp": "2026-09-26T04:08:04.235Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 4 run(s): maxCrawlPages", "timestamp": "2026-09-26T04:08:04.181Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s): startUrls[0].url", "timestamp": "2026-09-26T04:08:04.142Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 4 Actor run(s), expected at most 2", "timestamp": "2026-09-26T04:08:04.064Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-09-26T04:08:03.979Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "items", "saveHtml", "sectionFilter", "ranOk" ], "judgeComment": null }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "ddf3a6e9e290c9cc", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:00 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:03:20.085Z", "day": "2026-09-26", "traceId": "f8cac0be664c61b2519eb39ea050d12f", "observationId": "e05fa99947ecd99d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f8cac0be664c61b2519eb39ea050d12f?observation=e05fa99947ecd99d", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:04:01.503Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-26T04:04:01.463Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): parseforge/website-content-crawler: maxCrawlPages = undefined (expected lte 20)", "timestamp": "2026-09-26T04:04:01.427Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-09-26T04:04:01.385Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:04:01.348Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-09-26T04:04:01.308Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used parseforge/website-content-crawler; expected apify/website-content-crawler", "timestamp": "2026-09-26T04:04:01.252Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "pageCap", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "web-scraper-usage-coinmarketcap-top-ten", "experimentId": "ddf3a6e9e290c9cc", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:00 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:03:20.247Z", "day": "2026-09-26", "traceId": "a94f2a4ac659f8806e616a02e25a7694", "observationId": "a30011f12f3f22aa", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a94f2a4ac659f8806e616a02e25a7694?observation=a30011f12f3f22aa", "subject": "apify/web-scraper", "owner": "universe", "skill": "use", "title": "web / use / coinmarketcap-top-ten", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:03:59.807Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-26T04:03:59.773Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\$\\s?\\d[\\d,]*\\.\\d{2}/", "timestamp": "2026-09-26T04:03:59.737Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-26T04:03:59.698Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerCrawl", "timestamp": "2026-09-26T04:03:59.666Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): pageFunction", "timestamp": "2026-09-26T04:03:59.626Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-09-26T04:03:59.590Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:03:59.517Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-09-26T04:03:59.439Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "web-scraper-discovery-waterstones-headless", "experimentId": "ddf3a6e9e290c9cc", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:00 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:03:30.254Z", "day": "2026-09-26", "traceId": "ed6258d82e72f80d5cadfd3f429b0860", "observationId": "44bdda18c5bad1c0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ed6258d82e72f80d5cadfd3f429b0860?observation=44bdda18c5bad1c0", "subject": "apify/web-scraper", "owner": "universe", "skill": "find", "title": "web / find / waterstones-headless", "scores": { "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run 3B5w1AH6kf8SzWTcA (qaseemiqbal/e-commerce-website-scraping-tool) FAILED; Actor run rLLjFeM00dMfu5Plp (lentic_clockss/stealth-web-scraper) FAILED; Actor run ZOFNHew3bbOYeETcD (apify/ai-web-scraper) FAILED; Actor run 4Z9FLfZZH2SvfFq5z (ecomscrape/cloudflare-web-scraper-ppe) FAILED", "timestamp": "2026-09-26T04:06:48.927Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor, pageFunction", "timestamp": "2026-09-26T04:06:48.895Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): qaseemiqbal/e-commerce-website-scraping-tool: maxPagesPerCrawl = undefined (expected lte 5); qaseemiqbal/e-commerce-website-scraping-tool: maxPagesPerCrawl = undefined (expected lte 5); lentic_clockss/stealth-web-scraper: maxPagesPerCrawl = undefined (expected lte 5); apify/ai-web-scraper: maxPagesPerCrawl = undefined (expected lte 5); ecomscrape/cloudflare-web-scraper-ppe: maxPagesPerCrawl = undefined (expected lte 5); datapilot/rag-web-browser-scraper: maxPagesPerCrawl = undefined (expected lte 5)", "timestamp": "2026-09-26T04:06:48.863Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: qaseemiqbal/e-commerce-website-scraping-tool: pageFunction = undefined (expected exists undefined); qaseemiqbal/e-commerce-website-scraping-tool: pageFunction = undefined (expected exists undefined); lentic_clockss/stealth-web-scraper: pageFunction = undefined (expected exists undefined); apify/ai-web-scraper: pageFunction = undefined (expected exists undefined); ecomscrape/cloudflare-web-scraper-ppe: pageFunction = undefined (expected exists undefined); datapilot/rag-web-browser-scraper: pageFunction = undefined (expected exists undefined)", "timestamp": "2026-09-26T04:06:48.824Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 7 Actor run(s), expected at most 3", "timestamp": "2026-09-26T04:06:48.786Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/web-scraper\"", "timestamp": "2026-09-26T04:06:48.714Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-09-26T04:06:48.633Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pageCap", "pageFunction", "ranOk", "namedActor" ], "judgeComment": null }, { "scenarioId": "rag-web-browser-usage-sf-startups-markdown", "experimentId": "ddf3a6e9e290c9cc", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:00 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:03:37.936Z", "day": "2026-09-26", "traceId": "a478ed1007a4e7166672838b48fe8252", "observationId": "04f989aa289b09a9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a478ed1007a4e7166672838b48fe8252?observation=04f989aa289b09a9", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "use", "title": "rag-web-browser / use / sf-startups-markdown", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:05:44.881Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-09-26T04:05:44.845Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-09-26T04:05:44.800Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-09-26T04:05:44.743Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-09-26T04:05:44.705Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): query", "timestamp": "2026-09-26T04:05:44.667Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:05:44.584Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/rag-web-browser", "timestamp": "2026-09-26T04:05:44.505Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "rag-web-browser-discovery-web-search-with-sources", "experimentId": "ddf3a6e9e290c9cc", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:00 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:03:41.391Z", "day": "2026-09-26", "traceId": "39b146078b836b0e43ca97e3e9615642", "observationId": "0f43725235462283", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/39b146078b836b0e43ca97e3e9615642?observation=0f43725235462283", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "find", "title": "rag-web-browser / find / web-search-with-sources", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:06:42.130Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, query, sources", "timestamp": "2026-09-26T04:06:42.078Z", "metadata": {} }, "check.sources": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /https?:///", "timestamp": "2026-09-26T04:06:42.041Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: apify/ai-web-scraper: query = undefined (expected exists undefined); apify/ai-web-scraper: query = undefined (expected exists undefined); apify/ai-web-scraper: query = undefined (expected exists undefined)", "timestamp": "2026-09-26T04:06:42.003Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper run : CALL-FAILED", "timestamp": "2026-09-26T04:06:41.963Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/rag-web-browser\"", "timestamp": "2026-09-26T04:06:41.863Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/ai-web-scraper; expected apify/rag-web-browser", "timestamp": "2026-09-26T04:06:41.786Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "sources", "query", "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "cheerio-scraper-usage-foyles-manga-two-hops", "experimentId": "ddf3a6e9e290c9cc", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:00 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:03:59.842Z", "day": "2026-09-26", "traceId": "9e04eeb1c080b6c23e3c64c1a64a80b1", "observationId": "f97d00363fe16e85", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9e04eeb1c080b6c23e3c64c1a64a80b1?observation=f97d00363fe16e85", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "use", "title": "cheerio / use / foyles-manga-two-hops", "scores": { "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run XgwhBGNK4FT1DFz5A (apify/web-scraper) ABORTED", "timestamp": "2026-09-26T04:07:49.033Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-09-26T04:07:48.998Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 3 items ok", "timestamp": "2026-09-26T04:07:48.957Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 4 run(s): maxPagesPerCrawl", "timestamp": "2026-09-26T04:07:48.923Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 4 run(s): maxCrawlingDepth", "timestamp": "2026-09-26T04:07:48.888Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s): pageFunction", "timestamp": "2026-09-26T04:07:48.849Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s): startUrls[0].url", "timestamp": "2026-09-26T04:07:48.778Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 4 Actor run(s), expected at most 2", "timestamp": "2026-09-26T04:07:48.741Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/cheerio-scraper", "timestamp": "2026-09-26T04:07:48.706Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk" ], "judgeComment": null }, { "scenarioId": "cheerio-scraper-discovery-ikea-static-catalog", "experimentId": "ddf3a6e9e290c9cc", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:00 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:04:01.533Z", "day": "2026-09-26", "traceId": "a9a14e043eacdd76a69a5a63b85f7840", "observationId": "87fc2db62c11a2c6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a9a14e043eacdd76a69a5a63b85f7840?observation=87fc2db62c11a2c6", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "find", "title": "cheerio / find / ikea-static-catalog", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:04:50.060Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-09-26T04:04:50.019Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): pintostudio/ikea-products-bycategory: maxPagesPerCrawl = undefined (expected lte 5)", "timestamp": "2026-09-26T04:04:49.983Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: pintostudio/ikea-products-bycategory: pageFunction = undefined (expected exists undefined)", "timestamp": "2026-09-26T04:04:49.949Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:04:49.909Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/cheerio-scraper\"", "timestamp": "2026-09-26T04:04:49.827Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-09-26T04:04:49.733Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "pageCap", "pageFunction", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "ai-web-scraper-usage-apify-store-first-page", "experimentId": "ddf3a6e9e290c9cc", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:00 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:04:50.093Z", "day": "2026-09-26", "traceId": "461b0e06d6955bed98a68a103ace26e9", "observationId": "230fb3fc667d23b0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/461b0e06d6955bed98a68a103ace26e9?observation=230fb3fc667d23b0", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "use", "title": "ai-web / use / apify-store-first-page", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:06:08.283Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-09-26T04:06:08.245Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-09-26T04:06:08.206Z", "metadata": {} }, "check.onePage": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper: maxPagesToVisit = undefined (expected lte 3)", "timestamp": "2026-09-26T04:06:08.170Z", "metadata": {} }, "check.promptGiven": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): prompt", "timestamp": "2026-09-26T04:06:08.134Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-09-26T04:06:08.059Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:06:08.020Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-09-26T04:06:07.937Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "onePage" ], "judgeComment": null }, { "scenarioId": "ai-web-scraper-discovery-climate-articles-three-sites", "experimentId": "ddf3a6e9e290c9cc", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:00 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:05:44.912Z", "day": "2026-09-26", "traceId": "e807d9dd6e4bec8c1c65e134a4cf3bad", "observationId": "c6918a03c019ef21", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e807d9dd6e4bec8c1c65e134a4cf3bad?observation=c6918a03c019ef21", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "find", "title": "ai-web / find / climate-articles-three-sites", "scores": { "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run tm8MUEx3aRqRiTCBZ (proscraper/newsarticlescraper) FAILED; Actor run n2Reoi8pPugdM8mYb (abotapi/web-scraper-for-llms) ABORTED", "timestamp": "2026-09-26T04:09:02.006Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-26T04:09:01.959Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): proscraper/newsarticlescraper: maxPagesToVisit = undefined (expected lte 20); automation-lab/news-article-extractor: maxPagesToVisit = undefined (expected lte 20); abotapi/web-scraper-for-llms: maxPagesToVisit = undefined (expected lte 20)", "timestamp": "2026-09-26T04:09:01.925Z", "metadata": {} }, "check.promptGiven": { "value": 0, "stringValue": null, "comment": "FAIL (warn): proscraper/newsarticlescraper: prompt = undefined (expected exists undefined); automation-lab/news-article-extractor: prompt = undefined (expected exists undefined); abotapi/web-scraper-for-llms: prompt = undefined (expected exists undefined)", "timestamp": "2026-09-26T04:09:01.892Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): proscraper/newsarticlescraper run tm8MUEx3aRqRiTCBZ: FAILED; abotapi/web-scraper-for-llms run n2Reoi8pPugdM8mYb: ABORTED", "timestamp": "2026-09-26T04:09:01.849Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/ai-web-scraper\"", "timestamp": "2026-09-26T04:09:01.804Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used proscraper/newsarticlescraper, automation-lab/news-article-extractor, abotapi/web-scraper-for-llms; expected apify/ai-web-scraper", "timestamp": "2026-09-26T04:09:01.711Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pageCap", "promptGiven", "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "zillow-zip-search-usage-scottsdale", "experimentId": "ddf3a6e9e290c9cc", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:00 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:06:08.314Z", "day": "2026-09-26", "traceId": "dcb984d9132429f2461aa513afb43ff5", "observationId": "869f564136916132", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/dcb984d9132429f2461aa513afb43ff5?observation=869f564136916132", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "use", "title": "zillow-zip-search / use / scottsdale", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:06:42.472Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-09-26T04:06:42.438Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 2 numbers found in Actor output", "timestamp": "2026-09-26T04:06:42.400Z", "metadata": {} }, "check.tenResults": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-26T04:06:42.362Z", "metadata": {} }, "check.priceCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): priceMax", "timestamp": "2026-09-26T04:06:42.312Z", "metadata": {} }, "check.requiredFlags": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-09-26T04:06:42.278Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:06:42.245Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/zillow-zip-search", "timestamp": "2026-09-26T04:06:42.191Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{1,3},\\d{3}/", "timestamp": "2026-09-26T04:06:42.156Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "zillow-zip-search-discovery-scottsdale", "experimentId": "ddf3a6e9e290c9cc", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:00 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:06:42.167Z", "day": "2026-09-26", "traceId": "e64820067098c3e1e63d8ee1b0d7024c", "observationId": "83176bbb663d6aae", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e64820067098c3e1e63d8ee1b0d7024c?observation=83176bbb663d6aae", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "find", "title": "zillow-zip-search / find / scottsdale", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:07:43.055Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-26T04:07:43.016Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): timgreen/unlimited-zillow-scraper run UIcLOiaWXM9wImsdb: RUNNING", "timestamp": "2026-09-26T04:07:42.975Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"maxcopell/zillow\"", "timestamp": "2026-09-26T04:07:42.894Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used timgreen/unlimited-zillow-scraper; expected ^maxcopell/zillow", "timestamp": "2026-09-26T04:07:42.804Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "ddf3a6e9e290c9cc", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:00 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:06:42.506Z", "day": "2026-09-26", "traceId": "f9a37d8496ff9cdd77c59e313ed79bbf", "observationId": "3a7632c001df1490", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f9a37d8496ff9cdd77c59e313ed79bbf?observation=3a7632c001df1490", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:07:33.264Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-09-26T04:07:33.228Z", "metadata": {} }, "check.followers": { "value": 1, "stringValue": null, "comment": "PASS: followersCount within 2%", "timestamp": "2026-09-26T04:07:33.189Z", "metadata": {} }, "check.grounded": { "value": 0.333, "stringValue": null, "comment": "FAIL: 2 of 3 numbers not in Actor output: 272,325, 270,000", "timestamp": "2026-09-26T04:07:33.149Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): directUrls[0]", "timestamp": "2026-09-26T04:07:33.114Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:07:33.077Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-09-26T04:07:33.003Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-09-26T04:07:32.924Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "ddf3a6e9e290c9cc", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:00 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:06:48.959Z", "day": "2026-09-26", "traceId": "ed2cf2b6ab24360902adfc8985eac258", "observationId": "f4d4035142fefac8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ed2cf2b6ab24360902adfc8985eac258?observation=f4d4035142fefac8", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:07:22.195Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-26T04:07:22.153Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:07:22.111Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-09-26T04:07:22.039Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-09-26T04:07:21.948Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "experimentId": "ddf3a6e9e290c9cc", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:00 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:07:22.244Z", "day": "2026-09-26", "traceId": "bee968e9e5a8772eb2e34fd31dce8495", "observationId": "064e0f86cc61f837", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/bee968e9e5a8772eb2e34fd31dce8495?observation=064e0f86cc61f837", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "use", "title": "instagram-reel / use / natgeo-skip-pinned", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:08:15.416Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-26T04:08:15.365Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 14 numbers found in Actor output", "timestamp": "2026-09-26T04:08:15.328Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-09-26T04:08:15.293Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-09-26T04:08:15.256Z", "metadata": {} }, "check.threeReels": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-09-26T04:08:15.222Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-09-26T04:08:15.175Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:08:15.099Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-09-26T04:08:15.014Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "experimentId": "ddf3a6e9e290c9cc", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:00 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:07:33.298Z", "day": "2026-09-26", "traceId": "1d673c0baf561bc1fd36de9e2ff358fb", "observationId": "4a42ad0f52f59b34", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1d673c0baf561bc1fd36de9e2ff358fb?observation=4a42ad0f52f59b34", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "find", "title": "instagram-reel / find / natgeo-reels-shares", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:08:58.041Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-26T04:08:58.009Z", "metadata": {} }, "check.sharesFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeSharesCount", "timestamp": "2026-09-26T04:08:57.972Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:08:57.939Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-reel-scraper\"", "timestamp": "2026-09-26T04:08:57.906Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-09-26T04:08:57.864Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "instagram-profile-scraper-usage-natgeo-about-section", "experimentId": "ddf3a6e9e290c9cc", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:00 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:07:43.092Z", "day": "2026-09-26", "traceId": "2f7c69e42d370473666526c8eb483940", "observationId": "e6ebe4123bfa75d5", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2f7c69e42d370473666526c8eb483940?observation=e6ebe4123bfa75d5", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "use", "title": "instagram-profile / use / natgeo-about-section", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:08:17.072Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-26T04:08:17.035Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-09-26T04:08:17.001Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-09-26T04:08:16.962Z", "metadata": {} }, "check.aboutSection": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeAboutSection", "timestamp": "2026-09-26T04:08:16.930Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): usernames[0]", "timestamp": "2026-09-26T04:08:16.888Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:08:16.852Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-09-26T04:08:16.811Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "instagram-profile-scraper-discovery-natgeo-verified", "experimentId": "ddf3a6e9e290c9cc", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:00 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:07:49.068Z", "day": "2026-09-26", "traceId": "dbaf31ad1593424f0fb2e18385894d3f", "observationId": "e4a5feb5e9ead7be", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/dbaf31ad1593424f0fb2e18385894d3f?observation=e4a5feb5e9ead7be", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "find", "title": "instagram-profile / find / natgeo-verified", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:08:27.686Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-26T04:08:27.650Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:08:27.577Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-profile-scraper\"", "timestamp": "2026-09-26T04:08:27.524Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-09-26T04:08:27.448Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "instagram-post-scraper-usage-natgeo-three-posts", "experimentId": "ddf3a6e9e290c9cc", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:00 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:08:04.410Z", "day": "2026-09-26", "traceId": "686ca19a8fb1e99a61745a4e66036111", "observationId": "b085b4d015e37446", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/686ca19a8fb1e99a61745a4e66036111?observation=b085b4d015e37446", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "use", "title": "instagram-post / use / natgeo-three-posts", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:08:47.421Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-09-26T04:08:47.388Z", "metadata": {} }, "check.grounded": { "value": 0.923, "stringValue": null, "comment": "FAIL: 1 of 13 numbers not in Actor output: 10", "timestamp": "2026-09-26T04:08:47.347Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-09-26T04:08:47.310Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-09-26T04:08:47.277Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-09-26T04:08:47.241Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-09-26T04:08:47.207Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:08:47.126Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-09-26T04:08:47.045Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "instagram-post-scraper-discovery-natgeo-latest-post", "experimentId": "ddf3a6e9e290c9cc", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:00 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:08:15.457Z", "day": "2026-09-26", "traceId": "3e32387fab7a7d5fa73716647f8eeee7", "observationId": "3b45022d3ad6f2a6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3e32387fab7a7d5fa73716647f8eeee7?observation=3b45022d3ad6f2a6", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "find", "title": "instagram-post / find / natgeo-latest-post", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:08:57.759Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-26T04:08:57.724Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:08:57.658Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-post-scraper\"", "timestamp": "2026-09-26T04:08:57.575Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-09-26T04:08:57.503Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "experimentId": "ddf3a6e9e290c9cc", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:00 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:08:17.104Z", "day": "2026-09-26", "traceId": "f5e1926eedd4f365493646a2c6b546c4", "observationId": "681442fcaaf625ae", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f5e1926eedd4f365493646a2c6b546c4?observation=681442fcaaf625ae", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "use", "title": "instagram-hashtag / use / nasa-keyword-reels", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:08:49.217Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-26T04:08:49.181Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 12 numbers found in Actor output", "timestamp": "2026-09-26T04:08:49.143Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-09-26T04:08:49.108Z", "metadata": {} }, "check.fiveResults": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-09-26T04:08:49.072Z", "metadata": {} }, "check.reelsType": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsType", "timestamp": "2026-09-26T04:08:49.035Z", "metadata": {} }, "check.keywordMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): keywordSearch", "timestamp": "2026-09-26T04:08:48.995Z", "metadata": {} }, "check.keywordInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): hashtags[0]", "timestamp": "2026-09-26T04:08:48.955Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:08:48.919Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-09-26T04:08:48.881Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "experimentId": "ddf3a6e9e290c9cc", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:00 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:08:27.716Z", "day": "2026-09-26", "traceId": "e15086cae8ebd5e6ddfc2da8da5e5fde", "observationId": "7e9c6806fae7e09b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e15086cae8ebd5e6ddfc2da8da5e5fde?observation=7e9c6806fae7e09b", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "find", "title": "instagram-hashtag / find / nasa-hashtag", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:09:21.700Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-26T04:09:21.663Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:09:21.628Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-hashtag-scraper\"", "timestamp": "2026-09-26T04:09:21.557Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used khadinakbar/instagram-hashtag-scraper; expected apify/instagram-hashtag-scraper", "timestamp": "2026-09-26T04:09:21.490Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "facebook-posts-scraper-usage-nasa-engagement", "experimentId": "ddf3a6e9e290c9cc", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:00 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:08:47.454Z", "day": "2026-09-26", "traceId": "45998ea5cda01495601defd0b475aa33", "observationId": "d5de2814c2ef72d2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/45998ea5cda01495601defd0b475aa33?observation=d5de2814c2ef72d2", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "use", "title": "facebook-posts / use / nasa-engagement", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:09:14.583Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-26T04:09:14.544Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-09-26T04:09:14.485Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-09-26T04:09:14.442Z", "metadata": {} }, "check.fivePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-09-26T04:09:14.402Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-09-26T04:09:14.334Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:09:14.298Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-09-26T04:09:14.209Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{2,}/", "timestamp": "2026-09-26T04:09:14.131Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "facebook-posts-scraper-discovery-nasa-page", "experimentId": "ddf3a6e9e290c9cc", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:00 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:08:49.247Z", "day": "2026-09-26", "traceId": "b9408e91c585f4f1242e52b1f04e6823", "observationId": "f5f876500425e1aa", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b9408e91c585f4f1242e52b1f04e6823?observation=f5f876500425e1aa", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "find", "title": "facebook-posts / find / nasa-page", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:09:45.537Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-26T04:09:45.503Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:09:45.471Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-posts-scraper\"", "timestamp": "2026-09-26T04:09:45.432Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used trakk/facebook-pages-posts-scraper; expected apify/facebook-posts-scraper", "timestamp": "2026-09-26T04:09:45.396Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "facebook-groups-scraper-usage-recent-activity", "experimentId": "ddf3a6e9e290c9cc", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:00 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:08:57.793Z", "day": "2026-09-26", "traceId": "b3d14c5b043cca1108134d7fa377535e", "observationId": "2143659cbf0575be", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b3d14c5b043cca1108134d7fa377535e?observation=2143659cbf0575be", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "use", "title": "facebook-groups / use / recent-activity", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:09:42.770Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-09-26T04:09:42.732Z", "metadata": {} }, "check.grounded": { "value": 0.889, "stringValue": null, "comment": "FAIL: 1 of 9 numbers not in Actor output: 300", "timestamp": "2026-09-26T04:09:42.697Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-09-26T04:09:42.663Z", "metadata": {} }, "check.sortOrder": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): viewOption", "timestamp": "2026-09-26T04:09:42.626Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-09-26T04:09:42.591Z", "metadata": {} }, "check.groupUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-09-26T04:09:42.526Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:09:42.489Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-09-26T04:09:42.449Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "facebook-groups-scraper-discovery-public-group-posts", "experimentId": "ddf3a6e9e290c9cc", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:00 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:08:58.073Z", "day": "2026-09-26", "traceId": "32733782e01913ee5faa011b2a8bb52a", "observationId": "d60a979125621557", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/32733782e01913ee5faa011b2a8bb52a?observation=d60a979125621557", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "find", "title": "facebook-groups / find / public-group-posts", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:09:38.233Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-26T04:09:38.199Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:09:38.163Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-groups-scraper\"", "timestamp": "2026-09-26T04:09:38.088Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-09-26T04:09:38.009Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "ddf3a6e9e290c9cc", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:00 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:09:45.575Z", "day": "2026-09-26", "traceId": "beb8df93da12c694fcb945303aff1838", "observationId": "59815a872ebdec95", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/beb8df93da12c694fcb945303aff1838?observation=59815a872ebdec95", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:10:28.642Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-09-26T04:10:28.610Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-09-26T04:10:28.571Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-09-26T04:10:28.535Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-09-26T04:10:28.500Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode = undefined (expected equals \"de\")", "timestamp": "2026-09-26T04:10:28.468Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-09-26T04:10:28.433Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-09-26T04:10:28.341Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:10:28.307Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-09-26T04:10:28.205Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang" ], "judgeComment": null }, { "scenarioId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:10:53.661Z", "day": "2026-09-26", "traceId": "ef86d6d06f90d7bf053a1d0a461f4c59", "observationId": "d836552b5ff94d6a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ef86d6d06f90d7bf053a1d0a461f4c59?observation=d836552b5ff94d6a", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "use", "title": "youtube-shorts / use / mrbeast-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent successfully listed all 10 MrBeast Shorts with their view and like counts, grounded in the retrieved data, fulfilling the task completely.", "timestamp": "2026-09-26T04:29:46.635Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent successfully listed all 10 MrBeast Shorts with their view and like counts, grounded in the retrieved data, fulfilling the task completely.", "timestamp": "2026-09-26T04:29:46.601Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-26T04:29:46.567Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:29:46.533Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, used correct inputs, utilized retrieved data accurately, handled the running state gracefully, followed an efficient plan, and delivered a complete answer.", "timestamp": "2026-09-26T04:29:46.496Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-26T04:29:46.459Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent successfully listed all 10 MrBeast Shorts with their view and like counts, grounded in the retrieved data, fulfilling the task completely.", "timestamp": "2026-09-26T04:29:46.425Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: fetch details, call actor, poll for completion, retrieve results — no redundant steps.", "timestamp": "2026-09-26T04:29:46.362Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor was still RUNNING after the initial 45-second wait, and the agent correctly polled with get-actor-run to wait for completion before fetching results.", "timestamp": "2026-09-26T04:29:46.320Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 25 numbers in the final answer were found in the Actor output, and the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-09-26T04:29:46.288Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called streamers/youtube-shorts-scraper with channels=['MrBeast'], maxResultsShorts=10, and sortChannelShortsBy='POPULAR', which matches all required inputs per the deterministic checks.", "timestamp": "2026-09-26T04:29:46.250Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-09-26T04:29:46.210Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:12:33.219Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-26T04:12:33.182Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 25 numbers found in Actor output", "timestamp": "2026-09-26T04:12:33.140Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-26T04:12:33.097Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-26T04:12:33.064Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResultsShorts", "timestamp": "2026-09-26T04:12:33.027Z", "metadata": {} }, "check.sortPopular": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): sortChannelShortsBy", "timestamp": "2026-09-26T04:12:32.988Z", "metadata": {} }, "check.channelInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): channels[0]", "timestamp": "2026-09-26T04:12:32.953Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:12:32.908Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-09-26T04:12:32.864Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent successfully listed all 10 MrBeast Shorts with their view and like counts, grounded in the retrieved data, fulfilling the task completely." }, { "scenarioId": "youtube-scraper-usage-espresso-engagement", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:10:53.664Z", "day": "2026-09-26", "traceId": "b96cd42d950783e2c6c31fd5a4eaf7ee", "observationId": "72c1ff80dd352336", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b96cd42d950783e2c6c31fd5a4eaf7ee?observation=72c1ff80dd352336", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "use", "title": "youtube / use / espresso-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents all 5 videos with views, likes, and comment counts in a clear table, fully grounded in retrieved data and fulfilling the task requirements.", "timestamp": "2026-09-26T04:29:37.011Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents all 5 videos with views, likes, and comment counts in a clear table, fully grounded in retrieved data and fulfilling the task requirements.", "timestamp": "2026-09-26T04:29:36.967Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-26T04:29:36.932Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:29:36.892Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor selected, proper inputs used, data fully utilized, efficient plan, and complete answer delivered.", "timestamp": "2026-09-26T04:29:36.817Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-26T04:29:36.780Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents all 5 videos with views, likes, and comment counts in a clear table, fully grounded in retrieved data and fulfilling the task requirements.", "timestamp": "2026-09-26T04:29:36.748Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve items — no redundant calls or retries.", "timestamp": "2026-09-26T04:29:36.715Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "All numbers in the final answer (views, likes, comments) match the dataset items returned by get-dataset-items, confirmed by the grounded check passing with all 13 numbers found in Actor output.", "timestamp": "2026-09-26T04:29:36.679Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries=[\"home espresso machine review\"] and maxResults=5, which are the correct fields per the input schema to limit results to 5 videos.", "timestamp": "2026-09-26T04:29:36.615Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with streamers/youtube-scraper, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-26T04:29:36.574Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:12:06.709Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-26T04:12:06.668Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 13 numbers found in Actor output", "timestamp": "2026-09-26T04:12:06.634Z", "metadata": {} }, "check.engagementFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-09-26T04:12:06.579Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-09-26T04:12:06.547Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-09-26T04:12:06.516Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:12:06.483Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-scraper", "timestamp": "2026-09-26T04:12:06.411Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-09-26T04:12:06.337Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents all 5 videos with views, likes, and comment counts in a clear table, fully grounded in retrieved data and fulfilling the task requirements." }, { "scenarioId": "youtube-shorts-scraper-discovery-mrbeast-popular", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:10:53.664Z", "day": "2026-09-26", "traceId": "1e161d90cf8ce01c861dfcaf34c83afa", "observationId": "09bf8295df9e5f20", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1e161d90cf8ce01c861dfcaf34c83afa?observation=09bf8295df9e5f20", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "find", "title": "youtube-shorts / find / mrbeast-popular", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned a ranked list of 10 MrBeast Shorts with view counts, likes, comments, and URLs, sorted by popularity, and ended with exactly 'Actor: streamers/youtube-shorts-scraper' as required.", "timestamp": "2026-09-26T04:29:37.263Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned a ranked list of 10 MrBeast Shorts with view counts, likes, comments, and URLs, sorted by popularity, and ended with exactly 'Actor: streamers/youtube-shorts-scraper' as required.", "timestamp": "2026-09-26T04:29:37.226Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: streamers/youtube-shorts-scraper", "timestamp": "2026-09-26T04:29:37.190Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-26T04:29:37.157Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:29:37.124Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor selected, correct inputs provided, results properly utilized, efficient plan, and complete answer delivered.", "timestamp": "2026-09-26T04:29:37.089Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned a ranked list of 10 MrBeast Shorts with view counts, likes, comments, and URLs, sorted by popularity, and ended with exactly 'Actor: streamers/youtube-shorts-scraper' as required.", "timestamp": "2026-09-26T04:29:37.022Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search-actors, fetch-actor-details, call-actor, and get-dataset-items — a direct and efficient path with no redundant steps.", "timestamp": "2026-09-26T04:29:36.980Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned titles, viewCounts, likes, commentsCount, and URLs in the final answer without inventing data.", "timestamp": "2026-09-26T04:29:36.940Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with channels=['MrBeast'], maxResultsShorts=10, and sortChannelShortsBy='POPULAR', which are all correct and well-formed inputs for the task.", "timestamp": "2026-09-26T04:29:36.874Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used streamers/youtube-shorts-scraper, the intended actor for this task, found via search-actors.", "timestamp": "2026-09-26T04:29:36.829Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:11:41.771Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-26T04:11:41.734Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{3,}/", "timestamp": "2026-09-26T04:11:41.698Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:11:41.622Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"streamers/youtube-shorts-scraper\"", "timestamp": "2026-09-26T04:11:41.586Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-09-26T04:11:41.517Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned a ranked list of 10 MrBeast Shorts with view counts, likes, comments, and URLs, sorted by popularity, and ended with exactly 'Actor: streamers/youtube-shorts-scraper' as required." }, { "scenarioId": "youtube-scraper-discovery-espresso", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:10:53.664Z", "day": "2026-09-26", "traceId": "22476d1758198f2e1a1fc8c0eef88b59", "observationId": "44d25a4ded1cfc1a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/22476d1758198f2e1a1fc8c0eef88b59?observation=44d25a4ded1cfc1a", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "find", "title": "youtube / find / espresso", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used grow_media/youtube-search-api; expected streamers/youtube-scraper", "timestamp": "2026-09-26T04:29:41.613Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used grow_media/youtube-search-api; expected streamers/youtube-scraper", "timestamp": "2026-09-26T04:29:41.522Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "grow_media/youtube-search-api", "comment": "Actors the agent ran: grow_media/youtube-search-api", "timestamp": "2026-09-26T04:29:41.486Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-26T04:29:41.450Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:29:41.418Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used grow_media/youtube-search-api; expected streamers/youtube-scraper", "timestamp": "2026-09-26T04:29:41.382Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered a ranked table of 10 videos with titles, channel names, and view counts from the last month, but used the wrong actor (grow_media/youtube-search-api instead of streamers/youtube-scraper), and the rightActor deterministic check is FAIL, meaning the task was not completed as intended.", "timestamp": "2026-09-26T04:29:41.347Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent performed two search calls and two fetch-actor-details calls before running the actor, which is slightly more than necessary but reasonable for actor discovery; no pointless repetition occurred.", "timestamp": "2026-09-26T04:29:41.313Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 19-20 dataset items from the actor run and directly used the title, channelName, viewCount fields from those results to populate the final answer table.", "timestamp": "2026-09-26T04:29:41.280Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed sensible inputs to grow_media/youtube-search-api: query 'home espresso machines', maxResults=50, order='viewCount', and a publishedAfter/publishedBefore date range covering the last month, which are all well-formed and appropriate for the task.", "timestamp": "2026-09-26T04:29:41.240Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for YouTube-related actors and selected grow_media/youtube-search-api instead of the intended streamers/youtube-scraper; the rightActor check is FAIL per the deterministic facts.", "timestamp": "2026-09-26T04:29:41.194Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:11:49.686Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-26T04:11:49.644Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:11:49.583Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"streamers/youtube-scraper\"", "timestamp": "2026-09-26T04:11:49.513Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used grow_media/youtube-search-api; expected streamers/youtube-scraper", "timestamp": "2026-09-26T04:11:49.430Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "grow_media/youtube-search-api", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used grow_media/youtube-search-api; expected streamers/youtube-scraper" }, { "scenarioId": "tiktok-scraper-discovery-cleantok", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:10:53.664Z", "day": "2026-09-26", "traceId": "f8183e5c9092bc8ef5bbdf3a2877c733", "observationId": "f9e62eb92fa0f385", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f8183e5c9092bc8ef5bbdf3a2877c733?observation=f9e62eb92fa0f385", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "find", "title": "tiktok / find / cleantok", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-09-26T04:29:48.039Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-09-26T04:29:47.929Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "clockworks/tiktok-hashtag-scraper", "comment": "Actors the agent ran: clockworks/tiktok-hashtag-scraper", "timestamp": "2026-09-26T04:29:47.896Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-26T04:29:47.864Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:29:47.826Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-09-26T04:29:47.789Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent pulled 20 #cleantok videos, summarized trending content themes with real engagement numbers, and ended with 'Actor: clockworks/tiktok-hashtag-scraper' — however the deterministic check rightActor is FAIL because the intended actor was clockworks/tiktok-scraper, not clockworks/tiktok-hashtag-scraper, and namedActor is FAIL because the answer names the wrong actor.", "timestamp": "2026-09-26T04:29:47.755Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls in a logical sequence: search, fetch details, run actor, get results — no redundant or wasted calls.", "timestamp": "2026-09-26T04:29:47.721Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent's summary directly references real data from the dataset: specific play counts (53.4M, 27.5M), creator names (@oa, @CEE.ME.ASMR, Niki's Side Of Cleantok), like counts (5.2M), and share counts (14,200) all matching the tool result preview.", "timestamp": "2026-09-26T04:29:47.691Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with hashtags:[\"cleantok\"] and resultsPerPage:20, which correctly maps to the required input schema fields and caps at the requested 20 videos.", "timestamp": "2026-09-26T04:29:47.656Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for TikTok hashtag actors, found clockworks/tiktok-hashtag-scraper, fetched its details, ran it, and retrieved dataset items — all appropriate tools for the task.", "timestamp": "2026-09-26T04:29:47.618Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:11:57.590Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-26T04:11:57.554Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:11:57.510Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-scraper\"", "timestamp": "2026-09-26T04:11:57.434Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-09-26T04:11:57.353Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "clockworks/tiktok-hashtag-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper" }, { "scenarioId": "tiktok-scraper-usage-protein-coffee", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:10:53.664Z", "day": "2026-09-26", "traceId": "7f6ad23a8a46e858b192c48914e8b05e", "observationId": "bb68669fd917f119", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7f6ad23a8a46e858b192c48914e8b05e?observation=bb68669fd917f119", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "use", "title": "tiktok / use / protein-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent delivered a ranked table of 10 videos with creator names, descriptions, play counts, and URLs, all grounded in retrieved data, fully satisfying the task requirement.", "timestamp": "2026-09-26T04:29:48.266Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent delivered a ranked table of 10 videos with creator names, descriptions, play counts, and URLs, all grounded in retrieved data, fully satisfying the task requirement.", "timestamp": "2026-09-26T04:29:48.219Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-26T04:29:48.151Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:29:48.119Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, used correct inputs, retrieved and utilized real data, handled polling gracefully, and delivered a complete grounded answer.", "timestamp": "2026-09-26T04:29:48.085Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-09-26T04:29:48.049Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a ranked table of 10 videos with creator names, descriptions, play counts, and URLs, all grounded in retrieved data, fully satisfying the task requirement.", "timestamp": "2026-09-26T04:29:48.017Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one fetch-actor-details call, one call-actor, two polling calls (needed because the run took ~138s), and one get-dataset-items call — a reasonably direct path with no unnecessary repetition.", "timestamp": "2026-09-26T04:29:47.965Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The Actor was still RUNNING after the initial 45s wait, so the agent correctly polled twice more with get-actor-run until it reached SUCCEEDED status.", "timestamp": "2026-09-26T04:29:47.933Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 20 numbers in the answer were found in Actor output, and the agent directly used playCount values from the dataset items to rank the top 10 videos.", "timestamp": "2026-09-26T04:29:47.895Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used searchQueries:[\"protein coffee recipe\"], searchSection:\"/video\", resultsPerPage:100, and videoSearchSorting:\"MOST_LIKED\" — all valid fields matching the schema, well-suited to finding top-played videos.", "timestamp": "2026-09-26T04:29:47.862Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to understand the schema, then call-actor with clockworks/tiktok-scraper, followed by get-actor-run to poll completion, and get-dataset-items to retrieve results — all appropriate tools for the task.", "timestamp": "2026-09-26T04:29:47.827Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:13:54.499Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-09-26T04:13:54.462Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 20 numbers found in Actor output", "timestamp": "2026-09-26T04:13:54.424Z", "metadata": {} }, "check.plays": { "value": 1, "stringValue": null, "comment": "PASS (warn): 100 items ok", "timestamp": "2026-09-26T04:13:54.389Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:13:54.351Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-scraper", "timestamp": "2026-09-26T04:13:54.268Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-09-26T04:13:54.183Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent delivered a ranked table of 10 videos with creator names, descriptions, play counts, and URLs, all grounded in retrieved data, fully satisfying the task requirement." }, { "scenarioId": "tiktok-profile-scraper-usage-apifylife-latest-five", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:11:41.976Z", "day": "2026-09-26", "traceId": "8c032dc9caa8eb68974421a3d4f22912", "observationId": "9a0748fcf2c03292", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8c032dc9caa8eb68974421a3d4f22912?observation=9a0748fcf2c03292", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "use", "title": "tiktok-profile / use / apifylife-latest-five", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the follower count (192) and the 5 most recent videos with play counts, all grounded in actual output data, fulfilling the task requirements despite the minor over-fetch of 10 items instead of 5.", "timestamp": "2026-09-26T04:29:36.053Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the follower count (192) and the 5 most recent videos with play counts, all grounded in actual output data, fulfilling the task requirements despite the minor over-fetch of 10 items instead of 5.", "timestamp": "2026-09-26T04:29:36.018Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-26T04:29:35.985Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:29:35.951Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The agent set resultsPerPage=10 in the call-actor input despite the task asking for only 5 most recent videos; the Actor schema default is 100 but the agent should have capped it at 5 to match the task requirement, as flagged by the cap deterministic check FAIL.", "timestamp": "2026-09-26T04:29:35.914Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-26T04:29:35.878Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the follower count (192) and the 5 most recent videos with play counts, all grounded in actual output data, fulfilling the task requirements despite the minor over-fetch of 10 items instead of 5.", "timestamp": "2026-09-26T04:29:35.843Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, get dataset items — no redundant calls.", "timestamp": "2026-09-26T04:29:35.806Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 8 numbers in the final answer were found in the Actor output, and the agent correctly pulled follower count (192) and play counts from the dataset items.", "timestamp": "2026-09-26T04:29:35.772Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent set profiles=['apifylife'], profileSorting='latest', and profileScrapeSections=['videos'], which are correct, but set resultsPerPage=10 instead of the expected ≤5, causing the cap deterministic check to FAIL.", "timestamp": "2026-09-26T04:29:35.739Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with clockworks/tiktok-profile-scraper, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-09-26T04:29:35.697Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:12:13.699Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-26T04:12:13.664Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 8 numbers found in Actor output", "timestamp": "2026-09-26T04:12:13.627Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-26T04:12:13.588Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 10 items, expected at most 5", "timestamp": "2026-09-26T04:12:13.550Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): clockworks/tiktok-profile-scraper: resultsPerPage = 10 (expected lte 5)", "timestamp": "2026-09-26T04:12:13.509Z", "metadata": {} }, "check.profileInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): profiles[0]", "timestamp": "2026-09-26T04:12:13.471Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:12:13.402Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-09-26T04:12:13.314Z", "metadata": {} } }, "verdict": "pass", "fixArea": "agent-or-model", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "cap" ], "judgeComment": "PASS: The agent reported the follower count (192) and the 5 most recent videos with play counts, all grounded in actual output data, fulfilling the task requirements despite the minor over-fetch of 10 items instead of 5." }, { "scenarioId": "tiktok-profile-scraper-discovery-apifylife-followers", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:11:49.722Z", "day": "2026-09-26", "traceId": "5c946692b6a40fba05e2dfdf9811be56", "observationId": "228b75e4374582a3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5c946692b6a40fba05e2dfdf9811be56?observation=228b75e4374582a3", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "find", "title": "tiktok-profile / find / apifylife-followers", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides the follower count (192) and 5 most recent videos with captions, dates, engagement metrics, and URLs, all grounded in retrieved data, and ends with 'Actor: clockworks/tiktok-profile-scraper' as required.", "timestamp": "2026-09-26T04:29:30.552Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides the follower count (192) and 5 most recent videos with captions, dates, engagement metrics, and URLs, all grounded in retrieved data, and ends with 'Actor: clockworks/tiktok-profile-scraper' as required.", "timestamp": "2026-09-26T04:29:30.507Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-profile-scraper", "timestamp": "2026-09-26T04:29:30.446Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-26T04:29:30.379Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:29:30.342Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the right actor, used proper inputs, utilized the retrieved data accurately, and completed the task fully.", "timestamp": "2026-09-26T04:29:30.252Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides the follower count (192) and 5 most recent videos with captions, dates, engagement metrics, and URLs, all grounded in retrieved data, and ends with 'Actor: clockworks/tiktok-profile-scraper' as required.", "timestamp": "2026-09-26T04:29:30.213Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search-actors, fetch-actor-details, call-actor, and get-dataset-items — a direct and efficient path with no redundant calls.", "timestamp": "2026-09-26T04:29:30.173Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly used the authorMeta.fans (192), video text, createTimeISO, diggCount, playCount, and webVideoUrl fields from the actual scraped data in its final answer.", "timestamp": "2026-09-26T04:29:30.132Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed profiles=['apifylife'], profileScrapeSections=['videos'], profileSorting='latest', and resultsPerPage=5, which are all correct and well-formed inputs for retrieving the 5 most recent videos.", "timestamp": "2026-09-26T04:29:30.095Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified clockworks/tiktok-profile-scraper as the right tool for a single profile lookup, confirmed by the rightActor PASS check.", "timestamp": "2026-09-26T04:29:30.050Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:12:29.965Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-26T04:12:29.886Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{2,}/", "timestamp": "2026-09-26T04:12:29.845Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:12:29.813Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-profile-scraper\"", "timestamp": "2026-09-26T04:12:29.734Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-09-26T04:12:29.640Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides the follower count (192) and 5 most recent videos with captions, dates, engagement metrics, and URLs, all grounded in retrieved data, and ends with 'Actor: clockworks/tiktok-profile-scraper' as required." }, { "scenarioId": "tiktok-comments-scraper-usage-top-level-only", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:11:57.626Z", "day": "2026-09-26", "traceId": "955ea6c121ab101874ad9f80530bf00c", "observationId": "4d2087e6b893744a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/955ea6c121ab101874ad9f80530bf00c?observation=4d2087e6b893744a", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "use", "title": "tiktok-comments / use / top-level-only", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent successfully retrieved 20 top-level comments (no replies) and correctly identified and reported the 5 comments with the most likes with accurate like counts and comment text.", "timestamp": "2026-09-26T04:29:29.012Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent successfully retrieved 20 top-level comments (no replies) and correctly identified and reported the 5 comments with the most likes with accurate like counts and comment text.", "timestamp": "2026-09-26T04:29:28.962Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-26T04:29:28.908Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:29:28.874Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent used topLevelCommentsPerPost=20 instead of commentsPerPost=20, causing the cap deterministic check to FAIL (commentsPerPost=undefined). While the run still succeeded with 20 items, the intended input field for limiting total comments was not set correctly per the schema.", "timestamp": "2026-09-26T04:29:28.825Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-26T04:29:28.779Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent successfully retrieved 20 top-level comments (no replies) and correctly identified and reported the 5 comments with the most likes with accurate like counts and comment text.", "timestamp": "2026-09-26T04:29:28.746Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, get dataset items — no redundant calls.", "timestamp": "2026-09-26T04:29:28.713Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check PASSED confirming all 11 numbers in the final answer were found in the Actor output; the agent correctly sorted by diggCount and reported the top 5.", "timestamp": "2026-09-26T04:29:28.654Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used postURLs with the correct URL and maxRepliesPerComment=0, but used topLevelCommentsPerPost=20 instead of commentsPerPost=20; the cap check FAILED because commentsPerPost was undefined, though the run still returned 20 items via topLevelCommentsPerPost.", "timestamp": "2026-09-26T04:29:28.598Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with clockworks/tiktok-comments-scraper, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-09-26T04:29:28.562Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:12:30.167Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-26T04:12:30.126Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 11 numbers found in Actor output", "timestamp": "2026-09-26T04:12:30.092Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-09-26T04:12:30.063Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-09-26T04:12:30.011Z", "metadata": {} }, "check.noReplies": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxRepliesPerComment", "timestamp": "2026-09-26T04:12:29.977Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): clockworks/tiktok-comments-scraper: commentsPerPost = undefined (expected lte 20)", "timestamp": "2026-09-26T04:12:29.945Z", "metadata": {} }, "check.videoUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): postURLs[0]", "timestamp": "2026-09-26T04:12:29.916Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:12:29.878Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-09-26T04:12:29.839Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "PASS: The agent successfully retrieved 20 top-level comments (no replies) and correctly identified and reported the 5 comments with the most likes with accurate like counts and comment text." }, { "scenarioId": "tiktok-comments-scraper-discovery-video-top-comments", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:12:06.899Z", "day": "2026-09-26", "traceId": "9fb4658e94e7f8adfce1cdef06cecadd", "observationId": "0548345c5dec84fe", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9fb4658e94e7f8adfce1cdef06cecadd?observation=0548345c5dec84fe", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "find", "title": "tiktok-comments / find / video-top-comments", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-09-26T04:29:25.622Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-09-26T04:29:25.536Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-comments-scraper", "timestamp": "2026-09-26T04:29:25.500Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-26T04:29:25.452Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-26T04:29:25.418Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The agent fabricated comment #4 ('Who's here to see it pass Bella' - 186,649 likes) which does not appear in the dataset preview; the actual data shows 'Name 10 reggae songs' at 178,401 likes as a candidate for 4th or 5th place, indicating the model hallucinated a comment not present in the retrieved data.", "timestamp": "2026-09-26T04:29:25.386Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent listed 5 comments with like counts drawn from the dataset, but comment #4 ('Who's here to see it pass Bella' - 186,649 likes) does not appear in the dataset preview — the actual 4th highest from the data appears to be 'Name 10 reggae songs' (178,401 likes) or 'we all came back because of this' (193,103), suggesting the agent may have invented or misread one entry.", "timestamp": "2026-09-26T04:29:25.355Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search, fetch details, call actor, get dataset items — a direct and efficient path with no redundant steps.", "timestamp": "2026-09-26T04:29:25.321Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 100 dataset items and sorted them by diggCount to identify the top 5 most-liked comments, using actual data from the tool results.", "timestamp": "2026-09-26T04:29:25.288Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct video URL in postURLs and set commentsPerPost to 100, which are well-formed inputs matching the Actor's schema.", "timestamp": "2026-09-26T04:29:25.251Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used clockworks/tiktok-comments-scraper, which is the intended Actor for extracting TikTok comments.", "timestamp": "2026-09-26T04:29:25.208Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:13:07.246Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-26T04:13:07.210Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-09-26T04:13:07.176Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:13:07.141Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-comments-scraper\"", "timestamp": "2026-09-26T04:13:07.065Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-09-26T04:13:06.992Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "indeed-scraper-usage-swe-skills", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:12:13.731Z", "day": "2026-09-26", "traceId": "0fd4b1b142211984d341453da51dac68", "observationId": "58e4ed1f8fd17c5a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0fd4b1b142211984d341453da51dac68?observation=58e4ed1f8fd17c5a", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "use", "title": "indeed / use / swe-skills", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check shape: answer does not match /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-09-26T04:29:28.288Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check shape: answer does not match /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-09-26T04:29:28.197Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-26T04:29:28.165Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:29:28.129Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check shape: answer does not match /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-09-26T04:29:28.090Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-26T04:29:28.051Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns without ever producing the final answer listing the top 5 skills; the shape check FAIL confirms no skill names appeared in the answer, and the conversation ends mid-analysis with no summary provided.", "timestamp": "2026-09-26T04:29:28.019Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made multiple redundant attempts to analyze the descriptions (word frequency count, grep-based skill matching, python script, jq extraction) without completing any of them, and ran out of turns cycling through approaches that kept getting blocked by approval requirements.", "timestamp": "2026-09-26T04:29:27.986Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the dataset result was too large for direct reading, the agent tried multiple alternative approaches (bash grep, jq extraction, python script) to analyze the data, showing reasonable error recovery attempts, though many commands required approval and were blocked.", "timestamp": "2026-09-26T04:29:27.951Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved the 20 job descriptions and attempted to analyze them using bash commands (grep-based word counting), and the data was real (confirmed by the Boeing description preview), but the agent ran out of turns before completing the skill aggregation and producing a final answer.", "timestamp": "2026-09-26T04:29:27.909Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with position='software engineer', country='US', but maxItemsPerSearch was set to 20 rather than being left undefined; however the cap check FAIL indicates maxItems=undefined was recorded, suggesting the field name may have been wrong or ignored. The 20 items were still returned correctly.", "timestamp": "2026-09-26T04:29:27.876Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items for the misceres/indeed-scraper, which are the appropriate tools for this task.", "timestamp": "2026-09-26T04:29:27.840Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:13:37.690Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape", "timestamp": "2026-09-26T04:13:37.657Z", "metadata": {} }, "check.descriptions": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-09-26T04:13:37.623Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-09-26T04:13:37.577Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): misceres/indeed-scraper: maxItems = undefined (expected lte 20)", "timestamp": "2026-09-26T04:13:37.543Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:13:37.504Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used misceres/indeed-scraper", "timestamp": "2026-09-26T04:13:37.471Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-09-26T04:13:37.431Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap", "shape" ], "judgeComment": "FAIL: check shape: answer does not match /(python|aws|sql|java|docker|react|kubernetes)/" }, { "scenarioId": "indeed-scraper-discovery-denver-marketing", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:12:30.003Z", "day": "2026-09-26", "traceId": "09a4348c74c1f6c3b09a6f9b05bef783", "observationId": "5305ce241c934cf6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/09a4348c74c1f6c3b09a6f9b05bef783?observation=5305ce241c934cf6", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "find", "title": "indeed / find / denver-marketing", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used webdatalabs/indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-09-26T04:29:20.549Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used webdatalabs/indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-09-26T04:29:20.456Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "webdatalabs/indeed-jobs-scraper", "comment": "Actors the agent ran: webdatalabs/indeed-jobs-scraper", "timestamp": "2026-09-26T04:29:20.425Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-26T04:29:20.391Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:29:20.354Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used webdatalabs/indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-09-26T04:29:20.319Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered 10 Denver-area marketing postings with salary ranges and company ratings as requested, but used the wrong actor (webdatalabs/indeed-jobs-scraper instead of misceres/indeed-scraper) and the namedActor check also failed.", "timestamp": "2026-09-26T04:29:20.285Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent completed the task in 4 tool calls (search, fetch details, call actor, get items) with no redundant steps, though it skipped the instructed second broader search.", "timestamp": "2026-09-26T04:29:20.249Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items with salary and company rating fields and accurately presented them in the final answer table, matching the tool result preview data.", "timestamp": "2026-09-26T04:29:20.213Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input used query='marketing coordinator', location='Denver, CO', country='us', maxJobs=10 — all well-formed and appropriate for the task.", "timestamp": "2026-09-26T04:29:20.162Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task, though it selected webdatalabs/indeed-jobs-scraper instead of the intended misceres/indeed-scraper (rightActor: FAIL per deterministic checks).", "timestamp": "2026-09-26T04:29:20.129Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:13:17.414Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-26T04:13:17.380Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:13:17.312Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"misceres/indeed-scraper\"", "timestamp": "2026-09-26T04:13:17.275Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used webdatalabs/indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-09-26T04:13:17.202Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "webdatalabs/indeed-jobs-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used webdatalabs/indeed-jobs-scraper; expected misceres/indeed-scraper" }, { "scenarioId": "amazon-reviews-scraper-usage-helpful-thirty", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:12:30.204Z", "day": "2026-09-26", "traceId": "5f1aac127b3af6b40c7d36508c3c61f6", "observationId": "283c87387e0a59ba", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5f1aac127b3af6b40c7d36508c3c61f6?observation=283c87387e0a59ba", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "use", "title": "amazon-reviews / use / helpful-thirty", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-09-26T04:29:18.683Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-09-26T04:29:18.595Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-26T04:29:18.559Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-26T04:29:18.517Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED; check productUrl: junglee/amazon-reviews-scraper: productUrls[0].url = undefined (expected regex \"B0CWXNS552\")", "timestamp": "2026-09-26T04:29:18.484Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-26T04:29:18.449Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered 3 praises and 3 complaints grounded in the actual review data retrieved, though only 10 reviews were obtained instead of the requested 30 (due to plan tier limits, not agent error), and the summaries are well-supported by the retrieved text.", "timestamp": "2026-09-26T04:29:18.412Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra failed call due to the wrong input format, but otherwise the path was direct: fetch schema, call actor (failed), fix and retry, get dataset items.", "timestamp": "2026-09-26T04:29:18.378Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with a validation error about productUrls needing to be objects, the agent correctly identified the issue and fixed the input format on the second call, which succeeded.", "timestamp": "2026-09-26T04:29:18.344Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the dataset items and grounded its summary in actual review content (e.g., citing the northern Michigan camping trip, speaker loudness from the 'Do I even need to say anything?' review, and setup ease from multiple reviews).", "timestamp": "2026-09-26T04:29:18.313Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call used productUrls as an array of strings instead of objects, causing CALL-FAILED; the second call correctly used [{\"url\": \"...\"}] format with maxReviews=30 and sort=\"helpful\" and succeeded.", "timestamp": "2026-09-26T04:29:18.276Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected junglee/amazon-reviews-scraper and used fetch-actor-details, call-actor, and get-dataset-items, which are all appropriate tools for this task.", "timestamp": "2026-09-26T04:29:18.239Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:13:34.166Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, productUrl", "timestamp": "2026-09-26T04:13:34.126Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-09-26T04:13:34.086Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-26T04:13:34.052Z", "metadata": {} }, "check.sortHelpful": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): sort", "timestamp": "2026-09-26T04:13:34.010Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxReviews", "timestamp": "2026-09-26T04:13:33.965Z", "metadata": {} }, "check.productUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper: productUrls[0].url = undefined (expected regex \"B0CWXNS552\")", "timestamp": "2026-09-26T04:13:33.930Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-09-26T04:13:33.893Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-09-26T04:13:33.854Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "productUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED" }, { "scenarioId": "amazon-reviews-scraper-discovery-product-complaints", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:12:33.256Z", "day": "2026-09-26", "traceId": "21642f149df7334f678b6db695d660df", "observationId": "b028ff551b6d37ec", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/21642f149df7334f678b6db695d660df?observation=b028ff551b6d37ec", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "find", "title": "amazon-reviews / find / product-complaints", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-09-26T04:29:15.438Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-09-26T04:29:15.346Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: junglee/amazon-reviews-scraper", "timestamp": "2026-09-26T04:29:15.316Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-26T04:29:15.281Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-26T04:29:14.973Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "The actor returned only 10 items with the message 'To access more reviews in a single run, upgrade to the Starter plan' but the agent did not communicate this limitation clearly to the user — it presented the analysis as if it were based on 30 reviews as requested, when only 10 were actually retrieved.", "timestamp": "2026-09-26T04:29:14.875Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task asked for 30 reviews but only 10 were returned (plan limitation noted in status message), and the agent summarized complaints and praises from those 10 reviews with the required actor attribution line at the end.", "timestamp": "2026-09-26T04:29:14.743Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: search, fetch-details, one failed call, one successful call, and dataset retrieval — a reasonable path with only one extra call due to the input format error.", "timestamp": "2026-09-26T04:29:14.706Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'must be object' validation error, the agent immediately corrected the productUrls format from a string array to an array of URL objects and reran successfully.", "timestamp": "2026-09-26T04:29:14.674Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent's summary of praises and complaints directly references specific details from the retrieved reviews (e.g., camping in northern Michigan, away-alert feature, coin battery replacement, precision finding), confirming the data was used.", "timestamp": "2026-09-26T04:29:14.636Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call used productUrls as a plain string array which failed validation; the agent then corrected it to the required object format [{\"url\": \"...\"}] with sort:\"helpful\" and maxReviews:30, which succeeded.", "timestamp": "2026-09-26T04:29:14.608Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-reviews-scraper, the intended actor for extracting Amazon product reviews.", "timestamp": "2026-09-26T04:29:14.549Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:13:33.736Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-26T04:13:33.698Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-09-26T04:13:33.658Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-reviews-scraper\"", "timestamp": "2026-09-26T04:13:33.577Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-09-26T04:13:33.487Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "amazon-crawler-usage-earbuds-search-url", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:13:07.279Z", "day": "2026-09-26", "traceId": "7ea1b665edf45505c33fdca00d570047", "observationId": "5dea842f11c3bb82", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7ea1b665edf45505c33fdca00d570047?observation=5dea842f11c3bb82", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "use", "title": "amazon / use / earbuds-search-url", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED; junglee/amazon-crawler run iBvLYnOsALYiTC1TT: RUNNING", "timestamp": "2026-09-26T04:29:14.443Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED; junglee/amazon-crawler run iBvLYnOsALYiTC1TT: RUNNING", "timestamp": "2026-09-26T04:29:14.359Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-26T04:29:14.328Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:29:14.293Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED; junglee/amazon-crawler run iBvLYnOsALYiTC1TT: RUNNING; check searchUrl: junglee/amazon-crawler: categoryOrProductUrls[0].url = undefined (expected regex \"amazon\\\\.com/s\\\\?k=wireless\\\\+earbuds\")", "timestamp": "2026-09-26T04:29:14.261Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-26T04:29:14.220Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent produced a table of 10 products with prices and ratings, but the run was still RUNNING (not completed), the search URL was not correctly passed (searchUrl check FAILED), maxItemsPerStartUrl exceeded the cap, and one item was missing a price field - the task was partially completed with data quality issues.", "timestamp": "2026-09-26T04:29:14.174Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details first to understand the schema, then made two call-actor attempts (one failed, one succeeded), then retrieved results - a reasonably direct path with only one unnecessary retry caused by the initial input error.", "timestamp": "2026-09-26T04:29:14.144Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with an input validation error, the agent correctly identified the issue (array of strings vs array of objects) and fixed the format in the second call.", "timestamp": "2026-09-26T04:29:14.106Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned by get-dataset-items to populate the final answer table, including real product names, prices, ratings, and review counts from the tool result.", "timestamp": "2026-09-26T04:29:14.069Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call failed because categoryOrProductUrls was passed as an array of strings instead of objects with {url:...}. The second call fixed the format but used maxItemsPerStartUrl=15 (exceeding the required cap of 10), and the searchUrl check FAILED because categoryOrProductUrls[0].url was undefined per the facts (though the second call appears to have the correct format in the conversation, the deterministic check says it was undefined).", "timestamp": "2026-09-26T04:29:14.031Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-crawler along with fetch-actor-details and get-dataset-items, which are appropriate tools for this task.", "timestamp": "2026-09-26T04:29:13.993Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:14:16.312Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, searchUrl", "timestamp": "2026-09-26T04:14:16.275Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-09-26T04:14:16.237Z", "metadata": {} }, "check.field": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 1 of 14 items fail price exists undefined", "timestamp": "2026-09-26T04:14:16.200Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 14 items, expected at most 10", "timestamp": "2026-09-26T04:14:16.161Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): junglee/amazon-crawler: maxItemsPerStartUrl = 15 (expected lte 10); junglee/amazon-crawler: maxItemsPerStartUrl = 15 (expected lte 10)", "timestamp": "2026-09-26T04:14:16.124Z", "metadata": {} }, "check.searchUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler: categoryOrProductUrls[0].url = undefined (expected regex \"amazon\\\\.com/s\\\\?k=wireless\\\\+earbuds\")", "timestamp": "2026-09-26T04:14:16.091Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler run : CALL-FAILED; junglee/amazon-crawler run iBvLYnOsALYiTC1TT: RUNNING", "timestamp": "2026-09-26T04:14:16.053Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-crawler", "timestamp": "2026-09-26T04:14:16.014Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "field", "items", "cap", "searchUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED; junglee/amazon-crawler run iBvLYnOsALYiTC1TT: RUNNING" }, { "scenarioId": "amazon-crawler-discovery-wireless-earbuds", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:13:17.447Z", "day": "2026-09-26", "traceId": "c5e798744c6ef4fc0ad47306bf0b5bf3", "observationId": "08380011f78976b6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c5e798744c6ef4fc0ad47306bf0b5bf3?observation=08380011f78976b6", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "find", "title": "amazon / find / wireless-earbuds", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used junglee/amazon-bestsellers, junglee/free-amazon-product-scraper; expected junglee/amazon-crawler", "timestamp": "2026-09-26T04:29:10.287Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used junglee/amazon-bestsellers, junglee/free-amazon-product-scraper; expected junglee/amazon-crawler", "timestamp": "2026-09-26T04:29:10.204Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "junglee/amazon-bestsellers", "comment": "Actors the agent ran: junglee/amazon-bestsellers, junglee/free-amazon-product-scraper", "timestamp": "2026-09-26T04:29:10.171Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-26T04:29:10.138Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:29:10.094Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used junglee/amazon-bestsellers, junglee/free-amazon-product-scraper; expected junglee/amazon-crawler", "timestamp": "2026-09-26T04:29:10.061Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned 10 wireless earbuds with prices and ratings from real scraped data, fulfilling the user's request, though it used the wrong actor (junglee/free-amazon-product-scraper instead of junglee/amazon-crawler) and named the wrong actor in the final line per deterministic check namedActor=FAIL.", "timestamp": "2026-09-26T04:29:10.028Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 4 actor runs (exceeding the expected maximum of 3 per deterministic check ranOk=FAIL): one failed bestsellers run with wrong URL, one bestsellers run on the general electronics category that was ultimately unused, one failed free-amazon-product-scraper call due to wrong input format, and one successful free-amazon-product-scraper run — the second bestsellers run was unnecessary.", "timestamp": "2026-09-26T04:29:09.993Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first bestsellers run returned a 'bestsellers_category_not_found' error, the agent pivoted to a different URL, and when the free-amazon-product-scraper input validation failed, the agent immediately corrected the input format and reran successfully.", "timestamp": "2026-09-26T04:29:09.961Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer directly reflects the 10 items returned by get-dataset-items from dataset A6uBE9QOa9XYkdYKk, including exact prices, star ratings, and review counts matching the tool result preview.", "timestamp": "2026-09-26T04:29:09.927Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The free-amazon-product-scraper call initially failed with 'must be object' because categoryUrls was passed as an array of strings instead of array of objects; the agent corrected this on the retry with [{\"url\": \"...\"}], which is well-formed.", "timestamp": "2026-09-26T04:29:09.890Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent found junglee/amazon-crawler in the first search result but chose junglee/amazon-bestsellers and junglee/free-amazon-product-scraper instead; the intended actor was junglee/amazon-crawler per the deterministic check rightActor=FAIL.", "timestamp": "2026-09-26T04:29:09.857Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:15:35.419Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-26T04:15:35.382Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-09-26T04:15:35.340Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-09-26T04:15:35.307Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"junglee/amazon-crawler\"", "timestamp": "2026-09-26T04:15:35.264Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used junglee/amazon-bestsellers, junglee/free-amazon-product-scraper; expected junglee/amazon-crawler", "timestamp": "2026-09-26T04:15:35.227Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "junglee/amazon-bestsellers", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used junglee/amazon-bestsellers, junglee/free-amazon-product-scraper; expected junglee/amazon-crawler" }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:13:33.770Z", "day": "2026-09-26", "traceId": "1ea1242f66b6efe5ac5fb5a85c00652d", "observationId": "83f188d28ab52baa", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1ea1242f66b6efe5ac5fb5a85c00652d?observation=83f188d28ab52baa", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-09-26T04:29:06.941Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-09-26T04:29:06.855Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-26T04:29:06.821Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:29:06.789Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-09-26T04:29:06.754Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 0, "stringValue": null, "comment": "call-actor: data/callOptions must NOT have additional properties; call-actor: data/callOptions must NOT have additional properties; call-actor: data/callOptions must NOT have additional properties", "timestamp": "2026-09-26T04:29:06.723Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The crawl did not stay within the platform section (pages like /academy/scraping-basics-javascript, /sdk/js, /api/client/python were crawled outside /platform/**), saveHtml was never set to true (saveHtmlAsFile was used instead and not recognized), and 11 total items exceeded the 10-page cap — all confirmed by deterministic check failures.", "timestamp": "2026-09-26T04:29:06.685Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 3 Actor runs (one failed, one with only 1 result due to overly restrictive globs, one successful) when ideally one well-configured run would have sufficed, resulting in unnecessary extra runs flagged by the ranOk=FAIL check.", "timestamp": "2026-09-26T04:29:06.646Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed due to input validation (wrong field name `saveHtmlAsFile` with invalid excludeUrlGlobs pattern), the agent corrected the input schema issues and retried successfully, though it dropped the section filter in the process.", "timestamp": "2026-09-26T04:29:06.613Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and key-value store keys from the actual run results and used them to construct the final report, citing real URLs, dataset IDs, and HTML keys from tool responses.", "timestamp": "2026-09-26T04:29:06.576Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent failed to include `includeUrlGlobs` to restrict crawling to the platform section in the second (successful) run, and used `saveHtmlAsFile` instead of `saveHtml` in the first failed attempt; the deterministic checks confirm sectionFilter=FAIL and saveHtml=FAIL across all runs.", "timestamp": "2026-09-26T04:29:06.538Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/website-content-crawler and used fetch-actor-details, call-actor, get-dataset-items, and get-actor-run — all appropriate tools for this task.", "timestamp": "2026-09-26T04:29:06.503Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:16:38.896Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-09-26T04:16:38.863Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 12 items, expected at most 10", "timestamp": "2026-09-26T04:16:38.831Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml = undefined (expected equals true); apify/website-content-crawler: saveHtml = undefined (expected equals true); apify/website-content-crawler: saveHtml = undefined (expected equals true)", "timestamp": "2026-09-26T04:16:38.796Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs = undefined (expected exists undefined)", "timestamp": "2026-09-26T04:16:38.752Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 3 run(s): maxCrawlPages", "timestamp": "2026-09-26T04:16:38.718Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): startUrls[0].url", "timestamp": "2026-09-26T04:16:38.679Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 3 Actor run(s), expected at most 2", "timestamp": "2026-09-26T04:16:38.604Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-09-26T04:16:38.533Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "schemaValidity", "items", "saveHtml", "sectionFilter", "ranOk" ], "judgeComment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:13:34.204Z", "day": "2026-09-26", "traceId": "ba9edd170a733a89ba9b2014514a79c3", "observationId": "c5000753f416f1eb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ba9edd170a733a89ba9b2014514a79c3?observation=c5000753f416f1eb", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used pear_fight/website-content-crawler-markdown-text-for-llm-rag; expected apify/website-content-crawler", "timestamp": "2026-09-26T04:29:02.657Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used pear_fight/website-content-crawler-markdown-text-for-llm-rag; expected apify/website-content-crawler", "timestamp": "2026-09-26T04:29:02.573Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "pear_fight/website-content-crawler-markdown-text-for-llm-rag", "comment": "Actors the agent ran: pear_fight/website-content-crawler-markdown-text-for-llm-rag", "timestamp": "2026-09-26T04:29:02.539Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-26T04:29:02.505Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:29:02.469Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used pear_fight/website-content-crawler-markdown-text-for-llm-rag; expected apify/website-content-crawler", "timestamp": "2026-09-26T04:29:02.428Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent completed the crawl, reported 22 pages (exceeding the 20-page cap but still valid), listed five real titles, and ended with the required 'Actor:' line, but used the wrong actor (pear_fight instead of apify/website-content-crawler) as confirmed by the rightActor FAIL and namedActor FAIL checks.", "timestamp": "2026-09-26T04:29:02.394Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 5 tool calls in a logical sequence: search, fetch details, call actor, poll run, get items — no redundant steps.", "timestamp": "2026-09-26T04:29:02.349Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items with url and title fields and directly reported the page count (22) and five real titles from the tool results in its final answer.", "timestamp": "2026-09-26T04:29:02.292Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed startUrls with the correct academy URL, maxCrawlPages=20, maxCrawlDepth=2, and sameDomainOnly=true — all well-formed and sensible inputs matching the actor's schema.", "timestamp": "2026-09-26T04:29:02.258Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for LLM-ready web crawlers and selected pear_fight/website-content-crawler-markdown-text-for-llm-rag, which does extract clean Markdown/text for LLM/RAG use, but the intended correct actor was apify/website-content-crawler (the official Apify actor). The rightActor check is FAIL.", "timestamp": "2026-09-26T04:29:02.222Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:14:12.089Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-26T04:14:12.054Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawlPages", "timestamp": "2026-09-26T04:14:12.016Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-09-26T04:14:11.973Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:14:11.899Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-09-26T04:14:11.862Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used pear_fight/website-content-crawler-markdown-text-for-llm-rag; expected apify/website-content-crawler", "timestamp": "2026-09-26T04:14:11.782Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "pear_fight/website-content-crawler-markdown-text-for-llm-rag", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used pear_fight/website-content-crawler-markdown-text-for-llm-rag; expected apify/website-content-crawler" }, { "scenarioId": "web-scraper-usage-coinmarketcap-top-ten", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:13:37.725Z", "day": "2026-09-26", "traceId": "61d454ad3690bea6e6522b62ee6d5c7d", "observationId": "335583fe044cb1a1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/61d454ad3690bea6e6522b62ee6d5c7d?observation=335583fe044cb1a1", "subject": "apify/web-scraper", "owner": "universe", "skill": "use", "title": "web / use / coinmarketcap-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 10 entries with real names and prices from the scraped data, including a note that the first entry is a CMC index rather than a cryptocurrency, fulfilling the task requirement of top 10 names and prices from a single page scrape.", "timestamp": "2026-09-26T04:29:01.696Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 10 entries with real names and prices from the scraped data, including a note that the first entry is a CMC index rather than a cryptocurrency, fulfilling the task requirement of top 10 names and prices from a single page scrape.", "timestamp": "2026-09-26T04:29:01.663Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-26T04:29:01.606Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:29:01.565Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly selected the tool, formed valid inputs, recovered from the empty fields-projection result, and delivered a complete answer grounded in retrieved data.", "timestamp": "2026-09-26T04:29:01.526Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-26T04:29:01.473Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 entries with real names and prices from the scraped data, including a note that the first entry is a CMC index rather than a cryptocurrency, fulfilling the task requirement of top 10 names and prices from a single page scrape.", "timestamp": "2026-09-26T04:29:01.438Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 4 tool calls: one to fetch actor details, one to run the actor, and two to get dataset items (the second needed because the first fields-projected call returned empty) — reasonably direct with only one minor retry.", "timestamp": "2026-09-26T04:29:01.400Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with fields projection returned an empty object {}; the agent immediately retried without the fields filter and successfully retrieved the full data.", "timestamp": "2026-09-26T04:29:01.364Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly reported the names and prices from the tool result preview (e.g., Bitcoin $83,971.78, Ethereum $2,689.11), not from memory.", "timestamp": "2026-09-26T04:29:01.327Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent provided well-formed input with startUrls pointing to coinmarketcap.com, a jQuery-based pageFunction targeting table rows, injectJQuery:true, proxyConfiguration with Apify proxy, and maxPagesPerCrawl:1 — all appropriate for the task.", "timestamp": "2026-09-26T04:29:01.292Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema and then call-actor with apify/web-scraper, which is exactly the intended subject for this task.", "timestamp": "2026-09-26T04:29:01.251Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:14:32.549Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-26T04:14:32.515Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\$\\s?\\d[\\d,]*\\.\\d{2}/", "timestamp": "2026-09-26T04:14:32.479Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-09-26T04:14:32.442Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerCrawl", "timestamp": "2026-09-26T04:14:32.409Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): pageFunction", "timestamp": "2026-09-26T04:14:32.372Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-09-26T04:14:32.293Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:14:32.253Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-09-26T04:14:32.174Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 10 entries with real names and prices from the scraped data, including a note that the first entry is a CMC index rather than a cryptocurrency, fulfilling the task requirement of top 10 names and prices from a single page scrape." }, { "scenarioId": "web-scraper-discovery-waterstones-headless", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:13:54.531Z", "day": "2026-09-26", "traceId": "94b3999778e72c4589be5ecb9c7812da", "observationId": "91922fcacea9d6e5", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/94b3999778e72c4589be5ecb9c7812da?observation=91922fcacea9d6e5", "subject": "apify/web-scraper", "owner": "universe", "skill": "find", "title": "web / find / waterstones-headless", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-09-26T04:28:56.406Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-09-26T04:28:56.317Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/web-scraper", "timestamp": "2026-09-26T04:28:56.253Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-26T04:28:56.214Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-26T04:28:56.181Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "The 403 'Request blocked' error from PuppeteerCrawler gave the agent no actionable guidance on how to configure the proxy or browser settings to bypass Waterstones' anti-bot protection, leading to repeated identical failures across 5 runs without a viable path forward.", "timestamp": "2026-09-26T04:28:56.151Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer contains no product names or prices from Waterstones; all runs returned 0 dataset items due to 403 blocking, so the user's request to see 10 product results was not fulfilled.", "timestamp": "2026-09-26T04:28:56.115Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 5 actor runs (exceeding the 3-run limit per the ranOk FAIL), including two CALL-FAILED runs from invalid inputs (empty proxy config, waitSecs>45), plus unnecessary searches for alternative actors after the core approach was already established.", "timestamp": "2026-09-26T04:28:56.081Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The agent encountered persistent 403 blocking errors and attempted multiple recovery strategies (different proxy configs, useChrome:true, searching for alternative actors), but ran the actor 5 times when at most 3 were expected, and ultimately failed to produce any product data.", "timestamp": "2026-09-26T04:28:56.049Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved error details from the dataset (403 blocked errors) and used that information to diagnose the problem and adjust its approach in subsequent runs.", "timestamp": "2026-09-26T04:28:56.015Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent provided correct inputs including startUrls, pageFunction, injectJQuery, proxyConfiguration with useApifyProxy:true, and maxPagesPerCrawl:1; the pageFunction and pageCap deterministic checks both PASS across all 5 runs.", "timestamp": "2026-09-26T04:28:55.975Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/web-scraper, the intended actor for JavaScript-enabled browser scraping, as confirmed by the rightActor PASS deterministic check.", "timestamp": "2026-09-26T04:28:55.938Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:16:16.960Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-26T04:16:16.917Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 5 run(s): maxPagesPerCrawl", "timestamp": "2026-09-26T04:16:16.883Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 5 run(s): pageFunction", "timestamp": "2026-09-26T04:16:16.835Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 5 Actor run(s), expected at most 3", "timestamp": "2026-09-26T04:16:16.788Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/web-scraper\"", "timestamp": "2026-09-26T04:16:16.664Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-09-26T04:16:16.583Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "rag-web-browser-usage-sf-startups-markdown", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:14:12.126Z", "day": "2026-09-26", "traceId": "5b1eab0ae4c4a765b63b5a135c37d01d", "observationId": "d35dd0df0d7ec8a1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5b1eab0ae4c4a765b63b5a135c37d01d?observation=d35dd0df0d7ec8a1", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "use", "title": "rag-web-browser / use / sf-startups-markdown", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides all 5 results in Markdown format with real URLs (ycombinator.com, fundraiseinsider.com, topstartups.io, builtinsf.com, fi.co/50) and two-line summaries grounded in the scraped content, fully satisfying the task requirements.", "timestamp": "2026-09-26T04:28:52.874Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides all 5 results in Markdown format with real URLs (ycombinator.com, fundraiseinsider.com, topstartups.io, builtinsf.com, fi.co/50) and two-line summaries grounded in the scraped content, fully satisfying the task requirements.", "timestamp": "2026-09-26T04:28:52.774Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-26T04:28:52.674Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:28:52.607Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly selected the actor, provided proper inputs, handled errors gracefully, and produced a complete answer with URLs and summaries derived from the actual scraped data.", "timestamp": "2026-09-26T04:28:52.575Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-26T04:28:52.539Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides all 5 results in Markdown format with real URLs (ycombinator.com, fundraiseinsider.com, topstartups.io, builtinsf.com, fi.co/50) and two-line summaries grounded in the scraped content, fully satisfying the task requirements.", "timestamp": "2026-09-26T04:28:52.504Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a reasonable path: fetch schema, run actor, retrieve dataset, handle large file with jq, extract URLs and content — no unnecessary repetition, though it needed two jq passes to find the right field names.", "timestamp": "2026-09-26T04:28:52.471Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When get-dataset-items returned a file too large to read directly, the agent pivoted to using Bash with jq to extract the needed fields, and when searchResult.url returned Google redirect URLs, it correctly switched to metadata.url to get the actual page URLs.", "timestamp": "2026-09-26T04:28:52.437Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent extracted URLs and markdown content from the dataset items via Bash/jq queries and used that data to construct the final answer — summaries reference content actually found in the scraped pages (e.g., '2,508 funded startups', 'AI, Web3, biotech', '1,257 startups').", "timestamp": "2026-09-26T04:28:52.399Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/rag-web-browser with query='fastest growing startups in San Francisco 2026', maxResults=5, and outputFormats=['markdown'], which matches the task requirements and the Actor's input schema.", "timestamp": "2026-09-26T04:28:52.363Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with apify/rag-web-browser, and get-dataset-items to retrieve results — all appropriate tools for the task.", "timestamp": "2026-09-26T04:28:52.327Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:15:31.232Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-09-26T04:15:31.196Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-09-26T04:15:31.157Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-09-26T04:15:31.109Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-09-26T04:15:31.069Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): query", "timestamp": "2026-09-26T04:15:31.030Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:15:30.957Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/rag-web-browser", "timestamp": "2026-09-26T04:15:30.871Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides all 5 results in Markdown format with real URLs (ycombinator.com, fundraiseinsider.com, topstartups.io, builtinsf.com, fi.co/50) and two-line summaries grounded in the scraped content, fully satisfying the task requirements." }, { "scenarioId": "rag-web-browser-discovery-web-search-with-sources", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:14:16.345Z", "day": "2026-09-26", "traceId": "8d4cdd6d17c5efddf76d9edbc0abce40", "observationId": "4fddae257472c82b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8d4cdd6d17c5efddf76d9edbc0abce40?observation=4fddae257472c82b", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "find", "title": "rag-web-browser / find / web-search-with-sources", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser", "timestamp": "2026-09-26T04:28:50.509Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser", "timestamp": "2026-09-26T04:28:50.419Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "trovevault/movie-box-office-tracker", "comment": "Actors the agent ran: trovevault/movie-box-office-tracker", "timestamp": "2026-09-26T04:28:50.342Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-26T04:28:50.310Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:28:50.276Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser", "timestamp": "2026-09-26T04:28:50.242Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent did not use apify/rag-web-browser as required, did not perform a web search and quote live pages, and the answer only covers a subset of Bond films (missing major ones like Thunderball, GoldenEye, Die Another Day) because it pre-selected which titles to look up rather than searching for the top 5.", "timestamp": "2026-09-26T04:28:50.209Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made multiple redundant WebFetch calls (5 attempts) after already having all the data from get-dataset-items, which was unnecessary repetition.", "timestamp": "2026-09-26T04:28:50.176Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "Multiple WebFetch calls failed with permission errors, but the agent had already obtained the data from the dataset items and proceeded to answer without those fetches, which was reasonable.", "timestamp": "2026-09-26T04:28:50.143Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the dataset items returned by the actor (worldwideGross and sourceUrl fields) directly in the final answer without inventing data.", "timestamp": "2026-09-26T04:28:50.109Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed a list of specific James Bond movie titles to trovevault/movie-box-office-tracker, which is valid for that actor's input schema (requires 'movies' array), but the actor was the wrong choice for the task.", "timestamp": "2026-09-26T04:28:50.044Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose trovevault/movie-box-office-tracker instead of the intended apify/rag-web-browser; the task required a web search tool to fetch live pages and quote them, not a specialized box office scraper that only accepts known movie titles as input.", "timestamp": "2026-09-26T04:28:49.966Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:15:17.556Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, query", "timestamp": "2026-09-26T04:15:17.518Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-09-26T04:15:17.461Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: trovevault/movie-box-office-tracker: query = undefined (expected exists undefined)", "timestamp": "2026-09-26T04:15:17.421Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:15:17.371Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/rag-web-browser\"", "timestamp": "2026-09-26T04:15:17.276Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser", "timestamp": "2026-09-26T04:15:17.182Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "trovevault/movie-box-office-tracker", "infraOk": true, "failedChecks": [ "query", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser" }, { "scenarioId": "cheerio-scraper-usage-foyles-manga-two-hops", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:14:32.582Z", "day": "2026-09-26", "traceId": "df4b7b30e65aeba7d22befd6f26b9b8c", "observationId": "adf125f2ea884eea", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/df4b7b30e65aeba7d22befd6f26b9b8c?observation=adf125f2ea884eea", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "use", "title": "cheerio / use / foyles-manga-two-hops", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 5 Actor run(s), expected at most 2", "timestamp": "2026-09-26T04:28:50.709Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 5 Actor run(s), expected at most 2", "timestamp": "2026-09-26T04:28:50.579Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-26T04:28:50.546Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:28:50.515Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 5 Actor run(s), expected at most 2", "timestamp": "2026-09-26T04:28:50.474Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-09-26T04:28:50.440Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required returning 5 book items with title and price keys; all runs produced 0 dataset items due to 403 blocking, so no manga book data was retrieved and the task was not completed.", "timestamp": "2026-09-26T04:28:50.399Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 5 Actor runs (facts confirm: 5 runs, expected at most 2), making too many retry attempts with minor variations that all resulted in the same 403 error, which is inefficient and exceeded the expected run count.", "timestamp": "2026-09-26T04:28:50.341Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The agent made multiple attempts to overcome the 403 blocking (adding User-Agent headers, adding Accept headers, trying session pooling), but ran 5 Actor runs when at most 2 were expected, and ultimately failed to produce any results; the recovery attempts were reasonable but excessive and ultimately unsuccessful.", "timestamp": "2026-09-26T04:28:50.300Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and run status from the API and correctly identified the 403 blocking errors from the actual error messages returned, rather than inventing data.", "timestamp": "2026-09-26T04:28:50.268Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly set startUrls, linkSelector, globs, maxCrawlingDepth=2, maxPagesPerCrawl=20, and a pageFunction returning title and price keys; the first call failed due to using pseudoUrls format incorrectly, but subsequent calls used the correct globs format.", "timestamp": "2026-09-26T04:28:50.192Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/cheerio-scraper as specified in the task, and used appropriate tools (fetch-actor-details, call-actor, get-dataset-items, get-actor-run) to execute and monitor the scraping job.", "timestamp": "2026-09-26T04:28:50.154Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:16:30.268Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-09-26T04:16:30.233Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 items, expected at least 1", "timestamp": "2026-09-26T04:16:30.168Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 5 run(s): maxPagesPerCrawl", "timestamp": "2026-09-26T04:16:30.137Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 5 run(s): maxCrawlingDepth", "timestamp": "2026-09-26T04:16:30.100Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 5 run(s): pageFunction", "timestamp": "2026-09-26T04:16:30.065Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 5 run(s): startUrls[0].url", "timestamp": "2026-09-26T04:16:30.024Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 5 Actor run(s), expected at most 2", "timestamp": "2026-09-26T04:16:29.943Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/cheerio-scraper", "timestamp": "2026-09-26T04:16:29.858Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "ranOk" ], "judgeComment": "FAIL: check ranOk: 5 Actor run(s), expected at most 2" }, { "scenarioId": "cheerio-scraper-discovery-ikea-static-catalog", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:15:17.595Z", "day": "2026-09-26", "traceId": "2dc9af18917f9b79f64ed295bf682fb0", "observationId": "a1a81117003687c2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2dc9af18917f9b79f64ed295bf682fb0?observation=a1a81117003687c2", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "find", "title": "cheerio / find / ikea-static-catalog", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-09-26T04:28:43.530Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-09-26T04:28:43.441Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "pintostudio/ikea-products-bycategory", "comment": "Actors the agent ran: pintostudio/ikea-products-bycategory", "timestamp": "2026-09-26T04:28:43.408Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-26T04:28:43.370Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:28:43.336Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-09-26T04:28:43.301Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent used the wrong actor (pintostudio/ikea-products-bycategory instead of apify/cheerio-scraper) and the deterministic checks confirm rightActor=FAIL, namedActor=FAIL, pageFunction=FAIL, and pageCap=FAIL; the user asked for a lightweight HTML scraper with custom extraction logic, not an API-based IKEA-specific actor.", "timestamp": "2026-09-26T04:28:43.266Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent fetched details for two actors before choosing one, and made multiple dataset retrieval attempts (fields projection returned empty, full fetch exceeded tokens, then Bash/jq), adding some unnecessary steps but ultimately succeeding.", "timestamp": "2026-09-26T04:28:43.230Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When get-dataset-items returned a token-limit error and the file was too large to read directly, the agent switched to using Bash with jq to parse the file, successfully recovering and extracting the needed data.", "timestamp": "2026-09-26T04:28:43.196Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used jq to parse the dataset file and extracted real product names and prices (STORKLINTA, FÅGELFJÄLLET, GURSKEN) from the actual run results rather than inventing data.", "timestamp": "2026-09-26T04:28:43.164Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct categoryUrl, page=1, perPage=10, and localeCode='en_GB' to the chosen actor, which are all valid inputs for that actor's schema.", "timestamp": "2026-09-26T04:28:43.125Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for IKEA actors and selected pintostudio/ikea-products-bycategory, which is an API-based scraper, rather than apify/cheerio-scraper which was the intended lightweight HTML scraper the user requested.", "timestamp": "2026-09-26T04:28:43.087Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:16:19.699Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-09-26T04:16:19.644Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): pintostudio/ikea-products-bycategory: maxPagesPerCrawl = undefined (expected lte 5)", "timestamp": "2026-09-26T04:16:19.608Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: pintostudio/ikea-products-bycategory: pageFunction = undefined (expected exists undefined)", "timestamp": "2026-09-26T04:16:19.561Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:16:19.516Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/cheerio-scraper\"", "timestamp": "2026-09-26T04:16:19.462Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-09-26T04:16:19.428Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "pintostudio/ikea-products-bycategory", "infraOk": true, "failedChecks": [ "pageCap", "pageFunction", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper" }, { "scenarioId": "ai-web-scraper-usage-apify-store-first-page", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:15:31.266Z", "day": "2026-09-26", "traceId": "87f3ecd768b2dd41c277545a4caee7cc", "observationId": "a3950dae4fd18491", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/87f3ecd768b2dd41c277545a4caee7cc?observation=a3950dae4fd18491", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "use", "title": "ai-web / use / apify-store-first-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent successfully returned a table with 10 Actors including name, description, rating, and number of users, all grounded in the scraped data from apify.com/store's first page.", "timestamp": "2026-09-26T04:28:40.800Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent successfully returned a table with 10 Actors including name, description, rating, and number of users, all grounded in the scraped data from apify.com/store's first page.", "timestamp": "2026-09-26T04:28:40.766Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-26T04:28:40.731Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:28:40.697Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first get-dataset-items call with fields='data.name,data.description,data.rating,data.number_of_users' returned empty items ({}), suggesting the structured data fields were not populated in the dataset item - the Actor returned markdown instead of structured data fields, forcing the agent to parse markdown manually.", "timestamp": "2026-09-26T04:28:40.662Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-26T04:28:40.625Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent successfully returned a table with 10 Actors including name, description, rating, and number of users, all grounded in the scraped data from apify.com/store's first page.", "timestamp": "2026-09-26T04:28:40.589Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call because the first attempt with field projection returned empty objects, requiring a second call and then a file read - slightly inefficient but reasonable given the unexpected empty result.", "timestamp": "2026-09-26T04:28:40.556Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first get-dataset-items call with field projection returned empty items ({}), the agent correctly retried without field filtering to get the full data.", "timestamp": "2026-09-26T04:28:40.520Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the full dataset output from the file and extracted Actor names, descriptions, ratings, and user counts directly from the scraped markdown data rather than inventing them.", "timestamp": "2026-09-26T04:28:40.477Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used extractionMode='single' which is correct for one-page scraping, provided the correct startUrl, and a good prompt. However, the deterministic check shows maxPagesToVisit was not set (undefined), though this is less critical since 'single' mode ignores that parameter anyway.", "timestamp": "2026-09-26T04:28:40.444Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to understand the Actor's schema, then call-actor with apify/ai-web-scraper, and get-dataset-items to retrieve results - all appropriate tools for this task.", "timestamp": "2026-09-26T04:28:40.410Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:16:52.474Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-09-26T04:16:52.432Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-09-26T04:16:52.395Z", "metadata": {} }, "check.onePage": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper: maxPagesToVisit = undefined (expected lte 3)", "timestamp": "2026-09-26T04:16:52.361Z", "metadata": {} }, "check.promptGiven": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): prompt", "timestamp": "2026-09-26T04:16:52.320Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-09-26T04:16:52.282Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:16:52.196Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-09-26T04:16:52.090Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "onePage" ], "judgeComment": "PASS: The agent successfully returned a table with 10 Actors including name, description, rating, and number of users, all grounded in the scraped data from apify.com/store's first page." }, { "scenarioId": "ai-web-scraper-discovery-climate-articles-three-sites", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:15:35.458Z", "day": "2026-09-26", "traceId": "f83a26670243d33dbc6db08cf180509f", "observationId": "af2a23be64ed7ba3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f83a26670243d33dbc6db08cf180509f?observation=af2a23be64ed7ba3", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "find", "title": "ai-web / find / climate-articles-three-sites", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check namedActor: answer does not contain \"apify/ai-web-scraper\"", "timestamp": "2026-09-26T04:28:39.019Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check namedActor: answer does not contain \"apify/ai-web-scraper\"", "timestamp": "2026-09-26T04:28:38.920Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: automation-lab/news-article-extractor, moving_beacon-owner1/my-actor-62, apify/ai-web-scraper", "timestamp": "2026-09-26T04:28:38.884Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-26T04:28:38.848Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:28:38.811Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check namedActor: answer does not contain \"apify/ai-web-scraper\"", "timestamp": "2026-09-26T04:28:38.779Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never delivered the final report: no article counts per site, no three examples, and the required 'Actor: ' line is absent; the deterministic check namedActor FAIL confirms this.", "timestamp": "2026-09-26T04:28:38.741Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 actor runs (exceeding the expected maximum of 3) by trying two wrong actors before landing on apify/ai-web-scraper, and ran out of turns before completing the task, indicating an inefficient path.", "timestamp": "2026-09-26T04:28:38.706Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When automation-lab/news-article-extractor returned 0 items, the agent tried a different actor; when moving_beacon-owner1/my-actor-62 returned non-climate articles, the agent searched again and found apify/ai-web-scraper, showing reasonable recovery attempts.", "timestamp": "2026-09-26T04:28:38.671Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns before it could present a final answer with counts and examples; the last message is just 'Let me fetch the results:' with no actual report of articles per site or three examples.", "timestamp": "2026-09-26T04:28:38.637Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "When the agent finally ran apify/ai-web-scraper, it used extractionMode='single' with a natural language prompt and the three correct URLs, which is appropriate. However, maxPagesToVisit was not set (deterministic check pageCap FAIL), and earlier actors were called without required prompt fields.", "timestamp": "2026-09-26T04:28:38.603Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent eventually found and used apify/ai-web-scraper (the correct actor for no-selector, natural-language extraction), but only after wasting runs on automation-lab/news-article-extractor and moving_beacon-owner1/my-actor-62 which were wrong choices.", "timestamp": "2026-09-26T04:28:38.567Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:17:53.261Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor", "timestamp": "2026-09-26T04:17:53.224Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: maxPagesToVisit = undefined (expected lte 20); moving_beacon-owner1/my-actor-62: maxPagesToVisit = undefined (expected lte 20); moving_beacon-owner1/my-actor-62: maxPagesToVisit = undefined (expected lte 20); apify/ai-web-scraper: maxPagesToVisit = undefined (expected lte 20)", "timestamp": "2026-09-26T04:17:53.185Z", "metadata": {} }, "check.promptGiven": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: prompt = undefined (expected exists undefined); moving_beacon-owner1/my-actor-62: prompt = undefined (expected exists undefined); moving_beacon-owner1/my-actor-62: prompt = undefined (expected exists undefined)", "timestamp": "2026-09-26T04:17:53.151Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-09-26T04:17:53.117Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/ai-web-scraper\"", "timestamp": "2026-09-26T04:17:53.079Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-09-26T04:17:53.030Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "pageCap", "promptGiven", "ranOk", "namedActor" ], "judgeComment": "FAIL: check namedActor: answer does not contain \"apify/ai-web-scraper\"" }, { "scenarioId": "zillow-zip-search-usage-scottsdale", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:16:17.004Z", "day": "2026-09-26", "traceId": "e0e1da48aee9eec21200d0b8f9edcc8a", "observationId": "eb857cdc2f676444", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e0e1da48aee9eec21200d0b8f9edcc8a?observation=eb857cdc2f676444", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "use", "title": "zillow-zip-search / use / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported 10 homes retrieved, identified the cheapest property's address and price ($240,000) grounded in actual dataset output, fulfilling all task requirements.", "timestamp": "2026-09-26T04:28:31.231Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported 10 homes retrieved, identified the cheapest property's address and price ($240,000) grounded in actual dataset output, fulfilling all task requirements.", "timestamp": "2026-09-26T04:28:31.192Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-26T04:28:31.161Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:28:31.124Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly read the schema, set all required boolean flags, applied priceMax and resultsLimit, and reported accurate results from the retrieved data.", "timestamp": "2026-09-26T04:28:31.087Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-26T04:28:31.043Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported 10 homes retrieved, identified the cheapest property's address and price ($240,000) grounded in actual dataset output, fulfilling all task requirements.", "timestamp": "2026-09-26T04:28:31.008Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve results — no redundant steps.", "timestamp": "2026-09-26T04:28:30.963Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and correctly identified the cheapest property (4620 N 68th St #Street108 at $240,000) directly from the returned data, confirmed by grounded check passing.", "timestamp": "2026-09-26T04:28:30.928Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set all required fields (zipCodes, forSaleByAgent=true, forSaleByOwner=false, forRent=false, sold=false), plus priceMax=800000 and resultsLimit=10, matching the schema requirements confirmed by the deterministic checks.", "timestamp": "2026-09-26T04:28:30.892Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-26T04:28:30.855Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:17:04.058Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-09-26T04:17:04.022Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-09-26T04:17:03.986Z", "metadata": {} }, "check.tenResults": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-26T04:17:03.950Z", "metadata": {} }, "check.priceCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): priceMax", "timestamp": "2026-09-26T04:17:03.918Z", "metadata": {} }, "check.requiredFlags": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-09-26T04:17:03.882Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:17:03.784Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/zillow-zip-search", "timestamp": "2026-09-26T04:17:03.716Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{1,3},\\d{3}/", "timestamp": "2026-09-26T04:17:03.630Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent correctly reported 10 homes retrieved, identified the cheapest property's address and price ($240,000) grounded in actual dataset output, fulfilling all task requirements." }, { "scenarioId": "zillow-zip-search-discovery-scottsdale", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:16:19.742Z", "day": "2026-09-26", "traceId": "e3f7c343a313b0f16d2a4e5b7b49936a", "observationId": "7a51ada338132bba", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e3f7c343a313b0f16d2a4e5b7b49936a?observation=7a51ada338132bba", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "find", "title": "zillow-zip-search / find / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used miccho27/zillow-listing-scraper, crawlerbros/united-real-estate-scraper; expected ^maxcopell/zillow", "timestamp": "2026-09-26T04:28:35.156Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used miccho27/zillow-listing-scraper, crawlerbros/united-real-estate-scraper; expected ^maxcopell/zillow", "timestamp": "2026-09-26T04:28:35.070Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "miccho27/zillow-listing-scraper", "comment": "Actors the agent ran: miccho27/zillow-listing-scraper, crawlerbros/united-real-estate-scraper", "timestamp": "2026-09-26T04:28:35.034Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-26T04:28:34.996Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:28:34.965Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used miccho27/zillow-listing-scraper, crawlerbros/united-real-estate-scraper; expected ^maxcopell/zillow", "timestamp": "2026-09-26T04:28:34.930Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer provides 10 homes with addresses and prices under $800,000 in ZIP 85251, but the deterministic checks confirm the wrong actor was used (not maxcopell/zillow) and the answer does not contain 'maxcopell/zillow', so the task as defined (using the intended actor) was not completed correctly.", "timestamp": "2026-09-26T04:28:34.894Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search calls and one fetch-actor-details call before finding a working actor; while not perfectly direct, the path was reasonable given the blocking error and the need to explore alternatives.", "timestamp": "2026-09-26T04:28:34.860Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When miccho27/zillow-listing-scraper returned a 403 Access Denied error, the agent immediately pivoted to crawlerbros/united-real-estate-scraper, which succeeded and returned 10 results.", "timestamp": "2026-09-26T04:28:34.826Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the 10 items returned from the crawlerbros dataset (fullAddress and price fields) to populate the final answer without inventing any data.", "timestamp": "2026-09-26T04:28:34.768Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Both actor calls used well-formed inputs: miccho27/zillow-listing-scraper received searchLocation='85251', listingType='for_sale', maxResults=10, maxPrice=800000; crawlerbros/united-real-estate-scraper received zipCode='85251', maxPrice=800000, maxItems=10 — all sensible and correctly typed.", "timestamp": "2026-09-26T04:28:34.731Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for real estate actors and selected miccho27/zillow-listing-scraper first, then crawlerbros/united-real-estate-scraper as a fallback, but never found or tried the intended maxcopell/zillow-zip-search actor, which is a third-party discovery miss per the deterministic checks.", "timestamp": "2026-09-26T04:28:34.697Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:17:28.166Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-26T04:17:28.132Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:17:28.096Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"maxcopell/zillow\"", "timestamp": "2026-09-26T04:17:28.058Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used miccho27/zillow-listing-scraper, crawlerbros/united-real-estate-scraper; expected ^maxcopell/zillow", "timestamp": "2026-09-26T04:17:28.018Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "miccho27/zillow-listing-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used miccho27/zillow-listing-scraper, crawlerbros/united-real-estate-scraper; expected ^maxcopell/zillow" }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:16:30.299Z", "day": "2026-09-26", "traceId": "138a1d44dd31754773e32d7a16361971", "observationId": "dcb5840c6d33d4c9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/138a1d44dd31754773e32d7a16361971?observation=dcb5840c6d33d4c9", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 1 numbers not in Actor output: 297,600", "timestamp": "2026-09-26T04:28:29.339Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 1 numbers not in Actor output: 297,600", "timestamp": "2026-09-26T04:28:29.252Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-26T04:28:29.220Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:28:29.186Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 1 numbers not in Actor output: 297,600; check followers: answer has no value for /([\\d,]{9,})\\s*followers|followers?[^0-9]{0,30}([\\d,]{9,})/", "timestamp": "2026-09-26T04:28:29.128Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-09-26T04:28:29.095Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent provided follower count (104.3M, correct), average likes (~297,600, incorrect per grounded check - actual average from the 20 posts is ~285,495), and an engagement interpretation sentence, but the average likes figure was not accurately computed from the retrieved data.", "timestamp": "2026-09-26T04:28:29.058Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran two parallel Actor calls (profile details and posts) and then two parallel dataset fetches, which is an efficient approach with no redundant steps.", "timestamp": "2026-09-26T04:28:29.019Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved followersCount=104337771 from the profile dataset and 20 posts with likesCount values, but the reported average of ~297,600 does not match the actual average computed from the 20 posts (sum of all likesCount values / 20 ≈ 285,495), and the grounded check confirms the number 297,600 was not in the Actor output.", "timestamp": "2026-09-26T04:28:28.987Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used correct inputs: resultsType='details' with the NASA URL for profile data, and resultsType='posts' with resultsLimit=20 for recent posts - both well-formed and appropriate.", "timestamp": "2026-09-26T04:28:28.950Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected apify/instagram-scraper for both profile details and recent posts retrieval, which is the intended Actor for this task.", "timestamp": "2026-09-26T04:28:28.906Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:17:25.964Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded, followers", "timestamp": "2026-09-26T04:17:25.929Z", "metadata": {} }, "check.followers": { "value": 0, "stringValue": null, "comment": "FAIL: answer has no value for /([\\d,]{9,})\\s*followers|followers?[^0-9]{0,30}([\\d,]{9,})/", "timestamp": "2026-09-26T04:17:25.884Z", "metadata": {} }, "check.grounded": { "value": 0, "stringValue": null, "comment": "FAIL: 1 of 1 numbers not in Actor output: 297,600", "timestamp": "2026-09-26T04:17:25.847Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): directUrls[0]", "timestamp": "2026-09-26T04:17:25.812Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:17:25.740Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-09-26T04:17:25.703Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-09-26T04:17:25.623Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "followers", "grounded" ], "judgeComment": "FAIL: check grounded: 1 of 1 numbers not in Actor output: 297,600" }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:16:38.928Z", "day": "2026-09-26", "traceId": "0ce2e8babecdd75c32af2f018939dc0a", "observationId": "83b6343c1c5b21eb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0ce2e8babecdd75c32af2f018939dc0a?observation=83b6343c1c5b21eb", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-09-26T04:28:24.492Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-09-26T04:28:24.398Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/instagram-post-scraper", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-09-26T04:28:24.362Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-26T04:28:24.328Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:28:24.294Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-09-26T04:28:24.254Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent retrieved 3 posts from @nasa and reported the actor name and post count correctly, but used the wrong actor (apify/instagram-post-scraper instead of apify/instagram-scraper), so the rightActor and namedActor checks both FAIL, meaning the task was not completed as specified.", "timestamp": "2026-09-26T04:28:24.197Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made exactly 3 tool calls (search, fetch details, run actor) with no redundant steps, which is a direct path to the result.", "timestamp": "2026-09-26T04:28:24.161Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent reported 'Posts: 3' directly from the dataset itemCount=3 returned by the actor run, not invented.", "timestamp": "2026-09-26T04:28:24.125Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=['nasa'] and resultsLimit=3 to apify/instagram-post-scraper, which matches the actor's required input schema and correctly limits to 3 posts.", "timestamp": "2026-09-26T04:28:24.088Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, and call-actor which are appropriate tools, but selected apify/instagram-post-scraper instead of the intended apify/instagram-scraper; the rightActor check is already marked FAIL.", "timestamp": "2026-09-26T04:28:24.051Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:17:12.362Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-26T04:17:12.329Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:17:12.293Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-09-26T04:17:12.211Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-09-26T04:17:12.141Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/instagram-post-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper" }, { "scenarioId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:16:52.508Z", "day": "2026-09-26", "traceId": "b7d454882df0f84930a85355747ef6d2", "observationId": "b35e62e0bebfecc5", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b7d454882df0f84930a85355747ef6d2?observation=b35e62e0bebfecc5", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "use", "title": "instagram-reel / use / natgeo-skip-pinned", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, grounded in retrieved data with pinned posts skipped.", "timestamp": "2026-09-26T04:28:23.083Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, grounded in retrieved data with pinned posts skipped.", "timestamp": "2026-09-26T04:28:23.048Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-26T04:28:23.016Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:28:22.984Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified and used the Actor, provided proper inputs, and reported accurate results from the dataset.", "timestamp": "2026-09-26T04:28:22.941Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-26T04:28:22.908Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, grounded in retrieved data with pinned posts skipped.", "timestamp": "2026-09-26T04:28:22.871Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls: fetch details, run actor, get items — a direct and minimal path.", "timestamp": "2026-09-26T04:28:22.835Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 10 numbers in the final answer were found in Actor output, and captions match the dataset items retrieved.", "timestamp": "2026-09-26T04:28:22.805Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-reel-scraper with username=[\"natgeo\"], resultsLimit=3, and skipPinnedPosts=true, matching all required inputs confirmed by deterministic checks.", "timestamp": "2026-09-26T04:28:22.771Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-26T04:28:22.732Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:17:42.961Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-26T04:17:42.925Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 10 numbers found in Actor output", "timestamp": "2026-09-26T04:17:42.883Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-09-26T04:17:42.845Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-09-26T04:17:42.810Z", "metadata": {} }, "check.threeReels": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-09-26T04:17:42.777Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-09-26T04:17:42.742Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:17:42.656Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-09-26T04:17:42.574Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, grounded in retrieved data with pinned posts skipped." }, { "scenarioId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:17:04.096Z", "day": "2026-09-26", "traceId": "2538036434ea02bcd536a989d0fca062", "observationId": "d89193a24ff94116", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2538036434ea02bcd536a989d0fca062?observation=d89193a24ff94116", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "find", "title": "instagram-reel / find / natgeo-reels-shares", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-09-26T04:28:22.195Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-09-26T04:28:22.107Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-reel-scraper", "timestamp": "2026-09-26T04:28:22.067Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-26T04:28:22.021Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-26T04:28:21.990Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The Actor ran successfully with includeSharesCount=true (sharesFlag PASS), and 3 items were returned, but the sharesCount field was absent from the dataset output. The agent's get-dataset-items call with fields='caption,videoPlayCount,sharesCount,timestamp' returned items without sharesCount, and the full dataset read also showed no sharesCount field, indicating the Actor did not include the shares count in its output despite the flag being set.", "timestamp": "2026-09-26T04:28:21.953Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported captions and play counts correctly from retrieved data, but failed to report share counts for any of the 3 reels, stating 'Data not available in response' - the task explicitly required share counts.", "timestamp": "2026-09-26T04:28:21.914Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made a reasonable sequence of calls: search, fetch details, call actor, poll run, get dataset items (twice - once with field projection and once full), plus a file read; the second full fetch was a reasonable recovery attempt.", "timestamp": "2026-09-26T04:28:21.878Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first dataset fetch didn't return sharesCount, the agent made a second full fetch and read the persisted file, but ultimately reported shares as 'not available' even though the sharesFlag deterministic check passed (meaning the input was correct); the agent could not find the sharesCount field in the output data.", "timestamp": "2026-09-26T04:28:21.839Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the retrieved captions, play counts, and timestamps from the dataset items in its final answer, not invented data.", "timestamp": "2026-09-26T04:28:21.804Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the Actor with username=['natgeo'], resultsLimit=3, and includeSharesCount=true, which are all correct inputs matching the task requirements.", "timestamp": "2026-09-26T04:28:21.767Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-reel-scraper, the intended Actor for scraping Instagram Reels with share counts.", "timestamp": "2026-09-26T04:28:21.731Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:18:16.009Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-26T04:18:15.968Z", "metadata": {} }, "check.sharesFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeSharesCount", "timestamp": "2026-09-26T04:18:15.934Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:18:15.896Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-reel-scraper\"", "timestamp": "2026-09-26T04:18:15.786Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-09-26T04:18:15.750Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-usage-natgeo-about-section", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:17:12.404Z", "day": "2026-09-26", "traceId": "c708caad40aea8409063922fd7015e0f", "observationId": "366c3d4ca7ce14a3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c708caad40aea8409063922fd7015e0f?observation=366c3d4ca7ce14a3", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "use", "title": "instagram-profile / use / natgeo-about-section", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly reported that country information was not available in the scraped data (the about section fields like country were not present in the dataset output), fulfilling the task as completely as the data allowed.", "timestamp": "2026-09-26T04:28:18.114Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly reported that country information was not available in the scraped data (the about section fields like country were not present in the dataset output), fulfilling the task as completely as the data allowed.", "timestamp": "2026-09-26T04:28:18.081Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-26T04:28:18.046Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:28:18.008Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly used the right actor, provided proper inputs, utilized retrieved data accurately, and reported the country as unavailable when it was not present in the dataset output.", "timestamp": "2026-09-26T04:28:17.973Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-26T04:28:17.939Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly reported that country information was not available in the scraped data (the about section fields like country were not present in the dataset output), fulfilling the task as completely as the data allowed.", "timestamp": "2026-09-26T04:28:17.903Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call (first with limited fields, then with all fields) to check for country data, which was a reasonable and efficient approach to retrieve the country information.", "timestamp": "2026-09-26T04:28:17.868Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the biography 'Step into wonder and find your inner explorer with National Geographic 🌎' and isBusinessAccount: true from the retrieved dataset items, not from invention.", "timestamp": "2026-09-26T04:28:17.836Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed usernames=['natgeo'] and includeAboutSection=true, which matches the required input schema and satisfies the deterministic checks for usernameInput and aboutSection.", "timestamp": "2026-09-26T04:28:17.799Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items tools, which are the appropriate tools for running the apify/instagram-profile-scraper and retrieving results.", "timestamp": "2026-09-26T04:28:17.762Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:17:48.704Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-26T04:17:48.673Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-09-26T04:17:48.638Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-09-26T04:17:48.597Z", "metadata": {} }, "check.aboutSection": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeAboutSection", "timestamp": "2026-09-26T04:17:48.555Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): usernames[0]", "timestamp": "2026-09-26T04:17:48.518Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:17:48.476Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-09-26T04:17:48.439Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly reported that country information was not available in the scraped data (the about section fields like country were not present in the dataset output), fulfilling the task as completely as the data allowed." }, { "scenarioId": "instagram-profile-scraper-discovery-natgeo-verified", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:17:25.998Z", "day": "2026-09-26", "traceId": "3ef877a3212f864dedaa57e4914248bb", "observationId": "d65c286a39411a5a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3ef877a3212f864dedaa57e4914248bb?observation=d65c286a39411a5a", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "find", "title": "instagram-profile / find / natgeo-verified", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer correctly reports that @natgeo is verified and provides the exact bio text retrieved from the dataset, and ends with the required 'Actor: apify/instagram-profile-scraper' line.", "timestamp": "2026-09-26T04:28:14.608Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer correctly reports that @natgeo is verified and provides the exact bio text retrieved from the dataset, and ends with the required 'Actor: apify/instagram-profile-scraper' line.", "timestamp": "2026-09-26T04:28:14.573Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-profile-scraper", "timestamp": "2026-09-26T04:28:14.502Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-26T04:28:14.467Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:28:14.432Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent found the right Actor, used correct inputs, retrieved and reported real data accurately, and completed the task efficiently.", "timestamp": "2026-09-26T04:28:14.394Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer correctly reports that @natgeo is verified and provides the exact bio text retrieved from the dataset, and ends with the required 'Actor: apify/instagram-profile-scraper' line.", "timestamp": "2026-09-26T04:28:14.360Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls in a logical sequence: search, fetch details, run actor, get results — no redundant or repeated calls.", "timestamp": "2026-09-26T04:28:14.320Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and directly quoted the verified status (true) and biography from the tool result preview, not from invented data.", "timestamp": "2026-09-26T04:28:14.283Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed {\"usernames\": [\"natgeo\"]} which matches the required input schema (usernames is a required array field), and correctly specified fields when fetching dataset items.", "timestamp": "2026-09-26T04:28:14.248Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-profile-scraper, the appropriate Actor for retrieving profile info including verification status and bio, rather than a post or reel scraper.", "timestamp": "2026-09-26T04:28:14.176Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:18:06.900Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-26T04:18:06.867Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:18:06.829Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-profile-scraper\"", "timestamp": "2026-09-26T04:18:06.750Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-09-26T04:18:06.678Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer correctly reports that @natgeo is verified and provides the exact bio text retrieved from the dataset, and ends with the required 'Actor: apify/instagram-profile-scraper' line." }, { "scenarioId": "instagram-post-scraper-usage-natgeo-three-posts", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:17:28.197Z", "day": "2026-09-26", "traceId": "d9ae6ca314c74e95cb9ce80d0145d1bc", "observationId": "0f86410a87d225e9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d9ae6ca314c74e95cb9ce80d0145d1bc?observation=0f86410a87d225e9", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "use", "title": "instagram-post / use / natgeo-three-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 13 numbers not in Actor output: 10", "timestamp": "2026-09-26T04:28:14.628Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 13 numbers not in Actor output: 10", "timestamp": "2026-09-26T04:28:14.510Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-26T04:28:14.472Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-26T04:28:14.433Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 13 numbers not in Actor output: 10", "timestamp": "2026-09-26T04:28:14.397Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-26T04:28:14.367Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The grounded check FAILed because 1 of 13 numbers in the answer was not found in Actor output (the number '10' appears in the URL shortcode 'DdtiDZ2IrHT' context or elsewhere, but the deterministic check flagged it); however all three posts' captions and like counts are correctly reported from retrieved data, and the task requirements (3 posts, first sentence, like count, skip pinned) are fulfilled.", "timestamp": "2026-09-26T04:28:14.330Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve items — no redundant calls.", "timestamp": "2026-09-26T04:28:14.298Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly reported captions and like counts from the tool results (27095, 11579, 26584 all appear in the preview), not invented values.", "timestamp": "2026-09-26T04:28:14.216Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=['natgeo'], resultsLimit=3, skipPinnedPosts=true, and dataDetailLevel='basicData', all of which are correct and well-formed inputs matching the schema.", "timestamp": "2026-09-26T04:28:14.176Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-26T04:28:14.093Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:18:15.058Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-09-26T04:18:15.021Z", "metadata": {} }, "check.grounded": { "value": 0.923, "stringValue": null, "comment": "FAIL: 1 of 13 numbers not in Actor output: 10", "timestamp": "2026-09-26T04:18:14.984Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-09-26T04:18:14.949Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-09-26T04:18:14.918Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-09-26T04:18:14.884Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-09-26T04:18:14.855Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:18:14.784Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-09-26T04:18:14.707Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 13 numbers not in Actor output: 10" }, { "scenarioId": "instagram-post-scraper-discovery-natgeo-latest-post", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:17:42.996Z", "day": "2026-09-26", "traceId": "96187d13d907b668b260f5faa74cd198", "observationId": "64e550447b44deb8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/96187d13d907b668b260f5faa74cd198?observation=64e550447b44deb8", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "find", "title": "instagram-post / find / natgeo-latest-post", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence of the caption ('Presented by @Rolex.'), the comment count (487), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data.", "timestamp": "2026-09-26T04:28:07.368Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence of the caption ('Presented by @Rolex.'), the comment count (487), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data.", "timestamp": "2026-09-26T04:28:07.334Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-09-26T04:28:07.299Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-26T04:28:07.261Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:28:07.211Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered, ran, and reported results from apify/instagram-post-scraper.", "timestamp": "2026-09-26T04:28:07.175Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence of the caption ('Presented by @Rolex.'), the comment count (487), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data.", "timestamp": "2026-09-26T04:28:07.137Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: search, fetch details, run actor, get results — no redundant calls.", "timestamp": "2026-09-26T04:28:07.105Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent extracted the caption's first sentence ('Presented by @Rolex.') and comment count (487) directly from the dataset item returned by get-dataset-items.", "timestamp": "2026-09-26T04:28:07.069Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-post-scraper with username=['natgeo'], resultsLimit=1, and dataDetailLevel='basicData', which are well-formed and correct inputs for retrieving the most recent post.", "timestamp": "2026-09-26T04:28:07.033Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for discovering and running the Instagram Post Scraper.", "timestamp": "2026-09-26T04:28:06.995Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:18:35.865Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-26T04:18:35.830Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:18:35.792Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-post-scraper\"", "timestamp": "2026-09-26T04:18:35.717Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-09-26T04:18:35.635Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence of the caption ('Presented by @Rolex.'), the comment count (487), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data." }, { "scenarioId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:17:48.737Z", "day": "2026-09-26", "traceId": "b0f8f05640d33c1d951b9acac8c4903a", "observationId": "6509cc67fefcef2f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b0f8f05640d33c1d951b9acac8c4903a?observation=6509cc67fefcef2f", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "use", "title": "instagram-hashtag / use / nasa-keyword-reels", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 5 reels with the first sentence of each caption and the like count (correctly noting hidden likes for post 3), fully satisfying the task.", "timestamp": "2026-09-26T04:28:05.951Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 5 reels with the first sentence of each caption and the like count (correctly noting hidden likes for post 3), fully satisfying the task.", "timestamp": "2026-09-26T04:28:05.915Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-26T04:28:05.879Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:28:05.843Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor, correct inputs, grounded output, efficient plan, and complete answer.", "timestamp": "2026-09-26T04:28:05.808Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-26T04:28:05.769Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 5 reels with the first sentence of each caption and the like count (correctly noting hidden likes for post 3), fully satisfying the task.", "timestamp": "2026-09-26T04:28:05.733Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence: fetch schema, run actor, get results — no redundant steps.", "timestamp": "2026-09-26T04:28:05.694Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 9 numbers in the final answer were found in the Actor output, and captions match the dataset items retrieved.", "timestamp": "2026-09-26T04:28:05.658Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-hashtag-scraper with hashtags=['nasa'], keywordSearch=true, resultsType='reels', resultsLimit=5, all matching the required input schema and task requirements.", "timestamp": "2026-09-26T04:28:05.611Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-26T04:28:05.572Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:18:18.422Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-26T04:18:18.389Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 9 numbers found in Actor output", "timestamp": "2026-09-26T04:18:18.350Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-09-26T04:18:18.317Z", "metadata": {} }, "check.fiveResults": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-09-26T04:18:18.282Z", "metadata": {} }, "check.reelsType": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsType", "timestamp": "2026-09-26T04:18:18.249Z", "metadata": {} }, "check.keywordMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): keywordSearch", "timestamp": "2026-09-26T04:18:18.217Z", "metadata": {} }, "check.keywordInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): hashtags[0]", "timestamp": "2026-09-26T04:18:18.180Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:18:18.145Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-09-26T04:18:18.106Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 5 reels with the first sentence of each caption and the like count (correctly noting hidden likes for post 3), fully satisfying the task." }, { "scenarioId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:17:53.294Z", "day": "2026-09-26", "traceId": "f5abbb4c6efeee13a345e670f3e1687c", "observationId": "c1626cb0929047f6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f5abbb4c6efeee13a345e670f3e1687c?observation=c1626cb0929047f6", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "find", "title": "instagram-hashtag / find / nasa-hashtag", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper", "timestamp": "2026-09-26T04:28:07.143Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper", "timestamp": "2026-09-26T04:28:07.063Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "scraping_solutions/instagram-hashtag-scraper-pro-no-cookies", "comment": "Actors the agent ran: scraping_solutions/instagram-hashtag-scraper-pro-no-cookies", "timestamp": "2026-09-26T04:28:07.026Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-26T04:28:06.984Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:28:06.947Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper", "timestamp": "2026-09-26T04:28:06.907Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 5 real Instagram posts with usernames and post summaries grounded in retrieved data, and ended with 'Actor: scraping_solutions/instagram-hashtag-scraper-pro-no-cookies'; however the rightActor and namedActor checks both FAIL because the wrong actor was used and the answer does not contain 'apify/instagram-hashtag-scraper'.", "timestamp": "2026-09-26T04:28:06.869Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search, fetch details, run actor, get dataset) in a logical sequence with no redundant steps.", "timestamp": "2026-09-26T04:28:06.834Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly used the returned usernames, full names, captions, and post links to construct the final answer, matching the tool result preview exactly.", "timestamp": "2026-09-26T04:28:06.798Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed hashtags=['nasa'], resultsLimit=5, and feed_type='recent' which are all valid fields per the input schema, and the run succeeded with 5 items.", "timestamp": "2026-09-26T04:28:06.762Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors to find an Instagram hashtag scraper, then selected scraping_solutions/instagram-hashtag-scraper-pro-no-cookies instead of the intended apify/instagram-hashtag-scraper; the rightActor check is FAIL, but the chosen actor is functionally appropriate for the task (scraping Instagram posts by hashtag).", "timestamp": "2026-09-26T04:28:06.725Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:18:37.463Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-26T04:18:37.427Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:18:37.390Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-hashtag-scraper\"", "timestamp": "2026-09-26T04:18:37.356Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper", "timestamp": "2026-09-26T04:18:37.321Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "scraping_solutions/instagram-hashtag-scraper-pro-no-cookies", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper" }, { "scenarioId": "facebook-posts-scraper-usage-nasa-engagement", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:18:06.931Z", "day": "2026-09-26", "traceId": "ad406504a57e6199ba3e2b644bdda6a9", "observationId": "ebdc8ff7c48621db", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ad406504a57e6199ba3e2b644bdda6a9?observation=ebdc8ff7c48621db", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "use", "title": "facebook-posts / use / nasa-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence and reaction count for all 5 posts, grounded in the retrieved dataset items.", "timestamp": "2026-09-26T04:28:02.887Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence and reaction count for all 5 posts, grounded in the retrieved dataset items.", "timestamp": "2026-09-26T04:28:02.849Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-26T04:28:02.809Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:28:02.750Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected tools, formed inputs, utilized results, and completed the task efficiently.", "timestamp": "2026-09-26T04:28:02.695Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-26T04:28:02.658Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence and reaction count for all 5 posts, grounded in the retrieved dataset items.", "timestamp": "2026-09-26T04:28:02.620Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve results — no redundant steps.", "timestamp": "2026-09-26T04:28:02.583Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly reported the text and topReactionsCount fields from the actual tool results without inventing data.", "timestamp": "2026-09-26T04:28:02.540Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed startUrls with the NASA Facebook URL and resultsLimit=5, matching the schema requirements exactly.", "timestamp": "2026-09-26T04:28:02.504Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-26T04:28:02.440Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:18:36.608Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-26T04:18:36.569Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-09-26T04:18:36.536Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-09-26T04:18:36.500Z", "metadata": {} }, "check.fivePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-09-26T04:18:36.465Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-09-26T04:18:36.429Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:18:36.387Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-09-26T04:18:36.351Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{2,}/", "timestamp": "2026-09-26T04:18:36.316Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence and reaction count for all 5 posts, grounded in the retrieved dataset items." }, { "scenarioId": "facebook-posts-scraper-discovery-nasa-page", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:18:15.090Z", "day": "2026-09-26", "traceId": "8fde0db856ab6277060b27be1a11f495", "observationId": "b1672d8ce2a1e64f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8fde0db856ab6277060b27be1a11f495?observation=b1672d8ce2a1e64f", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "find", "title": "facebook-posts / find / nasa-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent delivered all 5 posts with full text and reaction counts from NASA's Facebook page, ended with 'Actor: apify/facebook-posts-scraper' as required, fulfilling all task requirements.", "timestamp": "2026-09-26T04:27:59.545Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent delivered all 5 posts with full text and reaction counts from NASA's Facebook page, ended with 'Actor: apify/facebook-posts-scraper' as required, fulfilling all task requirements.", "timestamp": "2026-09-26T04:27:59.512Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/facebook-posts-scraper", "timestamp": "2026-09-26T04:27:59.469Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-26T04:27:59.435Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:27:59.399Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered the right Actor, used proper inputs, retrieved real data, and presented a complete answer matching the task requirements.", "timestamp": "2026-09-26T04:27:59.364Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered all 5 posts with full text and reaction counts from NASA's Facebook page, ended with 'Actor: apify/facebook-posts-scraper' as required, fulfilling all task requirements.", "timestamp": "2026-09-26T04:27:59.324Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two parallel search calls initially (slightly redundant but minor), then fetched actor details, ran the actor, and retrieved dataset items - a reasonably direct path with only minor inefficiency in the duplicate search.", "timestamp": "2026-09-26T04:27:59.287Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 5 dataset items from the run and accurately reported the text and reaction counts from the actual dataset results, including specific reaction breakdowns matching the tool output.", "timestamp": "2026-09-26T04:27:59.236Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with startUrls containing the NASA Facebook URL and resultsLimit set to 5, which are the correct required fields for this Actor.", "timestamp": "2026-09-26T04:27:59.202Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/facebook-posts-scraper, the intended Actor for scraping Facebook page posts, confirmed by the deterministic rightActor check passing.", "timestamp": "2026-09-26T04:27:59.161Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:19:10.041Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-26T04:19:10.003Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:19:09.964Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-posts-scraper\"", "timestamp": "2026-09-26T04:19:09.928Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-09-26T04:19:09.893Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent delivered all 5 posts with full text and reaction counts from NASA's Facebook page, ended with 'Actor: apify/facebook-posts-scraper' as required, fulfilling all task requirements." }, { "scenarioId": "facebook-groups-scraper-usage-recent-activity", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:18:16.095Z", "day": "2026-09-26", "traceId": "86fd9a8cc6782891f8ba07709d7df947", "observationId": "c895c429080846db", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/86fd9a8cc6782891f8ba07709d7df947?observation=c895c429080846db", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "use", "title": "facebook-groups / use / recent-activity", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 9 numbers not in Actor output: 300", "timestamp": "2026-09-26T04:27:57.432Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 9 numbers not in Actor output: 300", "timestamp": "2026-09-26T04:27:57.340Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-26T04:27:57.298Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:27:57.265Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 9 numbers not in Actor output: 300", "timestamp": "2026-09-26T04:27:57.231Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-26T04:27:57.197Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported post text and comment counts from real data, but introduced the invented figure '300+' for member name counts which was flagged as not grounded in the Actor output, making the answer partially inaccurate.", "timestamp": "2026-09-26T04:27:57.160Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve items — no redundant calls.", "timestamp": "2026-09-26T04:27:57.125Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent used the actual dataset items returned (post texts with member names, commentsCount=1 for each post), but invented '300+' as the count of member names when the actual data was not verified — the grounded check flagged '300' as not in Actor output.", "timestamp": "2026-09-26T04:27:57.087Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with startUrls set to the group URL, resultsLimit=3, and viewOption='RECENT_ACTIVITY', all matching the task requirements.", "timestamp": "2026-09-26T04:27:57.046Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-26T04:27:57.005Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:18:46.130Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-09-26T04:18:46.098Z", "metadata": {} }, "check.grounded": { "value": 0.889, "stringValue": null, "comment": "FAIL: 1 of 9 numbers not in Actor output: 300", "timestamp": "2026-09-26T04:18:46.064Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-09-26T04:18:46.002Z", "metadata": {} }, "check.sortOrder": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): viewOption", "timestamp": "2026-09-26T04:18:45.971Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-09-26T04:18:45.936Z", "metadata": {} }, "check.groupUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-09-26T04:18:45.897Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:18:45.825Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-09-26T04:18:45.731Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 9 numbers not in Actor output: 300" }, { "scenarioId": "facebook-groups-scraper-discovery-public-group-posts", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:18:18.455Z", "day": "2026-09-26", "traceId": "df382256d862fc230a6f781a689fcd75", "observationId": "e2cd231116b65f4d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/df382256d862fc230a6f781a689fcd75?observation=e2cd231116b65f4d", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "find", "title": "facebook-groups / find / public-group-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 3 posts with accurate descriptions drawn from real retrieved data, and ended with 'Actor: apify/facebook-groups-scraper' as required.", "timestamp": "2026-09-26T04:27:56.306Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 3 posts with accurate descriptions drawn from real retrieved data, and ended with 'Actor: apify/facebook-groups-scraper' as required.", "timestamp": "2026-09-26T04:27:56.265Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/facebook-groups-scraper", "timestamp": "2026-09-26T04:27:56.228Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-26T04:27:56.191Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:27:56.160Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first call-actor invocation passed startUrls as an array of strings ([\"https://...\"] instead of [{\"url\":\"https://...\"}]), causing a validation failure. The schema requires array items to be objects with a 'url' property, which should be clearer or better handled.", "timestamp": "2026-09-26T04:27:56.122Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 3 posts with accurate descriptions drawn from real retrieved data, and ended with 'Actor: apify/facebook-groups-scraper' as required.", "timestamp": "2026-09-26T04:27:56.089Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search, fetch-details, call-actor (failed), call-actor (succeeded), get-dataset-items — one extra call due to input format error, but otherwise direct.", "timestamp": "2026-09-26T04:27:56.010Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'must be object' validation error, the agent immediately corrected the input format from array of strings to array of URL objects and reran successfully.", "timestamp": "2026-09-26T04:27:55.977Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved actual dataset items showing welcome posts with member name lists, timestamps, and engagement counts, and accurately described the content in its final answer.", "timestamp": "2026-09-26T04:27:55.886Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call used startUrls as an array of strings which failed validation; the agent corrected it to an array of objects with {url: ...} format, which succeeded.", "timestamp": "2026-09-26T04:27:55.848Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/facebook-groups-scraper, the official Apify actor for scraping Facebook group posts.", "timestamp": "2026-09-26T04:27:55.815Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:19:08.612Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-26T04:19:08.580Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/facebook-groups-scraper run : CALL-FAILED", "timestamp": "2026-09-26T04:19:08.501Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-groups-scraper\"", "timestamp": "2026-09-26T04:19:08.459Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-09-26T04:19:08.370Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "PASS: The agent reported all 3 posts with accurate descriptions drawn from real retrieved data, and ended with 'Actor: apify/facebook-groups-scraper' as required." }, { "scenarioId": "facebook-ads-scraper-usage-nike-last-30-days", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:18:35.895Z", "day": "2026-09-26", "traceId": "3716ff07047bafac1bd620515708d891", "observationId": "51ac0778e555c730", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3716ff07047bafac1bd620515708d891?observation=51ac0778e555c730", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "use", "title": "facebook-ads / use / nike-last-30-days", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 20 ads retrieved and provided a real ad body text grounded in the data, but the reach and spend data were null for all ads — the grounded check passed (3 numbers found in Actor output), and the agent correctly reported the null values rather than inventing data, fulfilling the task honestly.", "timestamp": "2026-09-26T04:27:55.616Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 20 ads retrieved and provided a real ad body text grounded in the data, but the reach and spend data were null for all ads — the grounded check passed (3 numbers found in Actor output), and the agent correctly reported the null values rather than inventing data, fulfilling the task honestly.", "timestamp": "2026-09-26T04:27:55.582Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-26T04:27:55.543Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:27:55.510Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All deterministic checks passed including grounded (3 numbers found in Actor output), the agent used correct inputs, retrieved real data, and reported honestly that reach/spend were null for commercial Nike ads — this is expected behavior from Meta's Ad Library for non-political advertisers.", "timestamp": "2026-09-26T04:27:55.470Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-09-26T04:27:55.436Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 20 ads retrieved and provided a real ad body text grounded in the data, but the reach and spend data were null for all ads — the grounded check passed (3 numbers found in Actor output), and the agent correctly reported the null values rather than inventing data, fulfilling the task honestly.", "timestamp": "2026-09-26T04:27:55.399Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made multiple dataset fetch calls (with different field sets) to investigate the null reach/spend data, which added some redundancy but was reasonable given the unexpected null values.", "timestamp": "2026-09-26T04:27:55.357Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the full dataset fetch exceeded token limits, the agent tried to read the saved file and then fell back to fetching specific fields with a smaller limit, successfully obtaining the needed data.", "timestamp": "2026-09-26T04:27:55.315Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used actual retrieved data from the dataset: the ad body text 'Encuentra tu mejor estilo...' and the null reach/spend values are directly from the tool results, not invented.", "timestamp": "2026-09-26T04:27:55.281Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with startUrls set to Nike's Facebook page, resultsLimit=20, onlyAdsNewerThan='30 days', and isDetailsPerAd=true — all correct inputs matching the task requirements.", "timestamp": "2026-09-26T04:27:55.238Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/facebook-ads-scraper, fetched actor details first, then called the actor, polled for completion, and retrieved dataset items.", "timestamp": "2026-09-26T04:27:55.188Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:19:54.431Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-26T04:19:54.382Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 3 numbers found in Actor output", "timestamp": "2026-09-26T04:19:54.343Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-09-26T04:19:54.309Z", "metadata": {} }, "check.detailsFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): isDetailsPerAd", "timestamp": "2026-09-26T04:19:54.273Z", "metadata": {} }, "check.twentyAds": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-09-26T04:19:54.239Z", "metadata": {} }, "check.dateRange": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): onlyAdsNewerThan", "timestamp": "2026-09-26T04:19:54.204Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-09-26T04:19:54.169Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:19:54.138Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-ads-scraper", "timestamp": "2026-09-26T04:19:54.068Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-09-26T04:19:53.989Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 20 ads retrieved and provided a real ad body text grounded in the data, but the reach and spend data were null for all ads — the grounded check passed (3 numbers found in Actor output), and the agent correctly reported the null values rather than inventing data, fulfilling the task honestly." }, { "scenarioId": "facebook-ads-scraper-discovery-nike-ad-library", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:18:36.647Z", "day": "2026-09-26", "traceId": "35d78c960228a8dbd37dd3c93785dbcd", "observationId": "24a3759a5a47aec3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/35d78c960228a8dbd37dd3c93785dbcd?observation=24a3759a5a47aec3", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "find", "title": "facebook-ads / find / nike-ad-library", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used sourabhbgp/facebook-ads-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-09-26T04:27:50.286Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used sourabhbgp/facebook-ads-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-09-26T04:27:50.208Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "sourabhbgp/facebook-ads-scraper", "comment": "Actors the agent ran: sourabhbgp/facebook-ads-scraper", "timestamp": "2026-09-26T04:27:50.175Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-26T04:27:50.135Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:27:50.091Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used sourabhbgp/facebook-ads-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-09-26T04:27:50.055Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 9 active Nike ads (dataset had 10 items but some were non-Nike pages), provided a real example body text, and ended with 'Actor: sourabhbgp/facebook-ads-scraper' — however the deterministic check namedActor FAIL confirms the answer did not contain the expected 'apify/facebook-ads-scraper', and rightActor FAIL confirms the wrong actor was used, meaning the task was not fully completed as specified.", "timestamp": "2026-09-26T04:27:50.019Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent did two fetch-actor-details calls (adside and sourabhbgp) before running, which added a small overhead, but the overall path was reasonably direct with no pointless repetition.", "timestamp": "2026-09-26T04:27:49.983Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and quoted a real ad copy ('Bring sports more fully into your day with the Nike App.') directly from the returned data, not invented.", "timestamp": "2026-09-26T04:27:49.949Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called sourabhbgp/facebook-ads-scraper with mode='advertiser', advertiserUrls=['https://www.facebook.com/nike'], activeStatus='active', maxResults=10, which are all well-formed and appropriate for the task.", "timestamp": "2026-09-26T04:27:49.916Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors to find Meta Ad Library scrapers, then fetch-actor-details on two candidates, and ultimately ran sourabhbgp/facebook-ads-scraper which succeeded with 10 dataset items — a functional choice, though not the intended apify/facebook-ads-scraper.", "timestamp": "2026-09-26T04:27:49.875Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:19:34.605Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-26T04:19:34.569Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:19:34.532Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-ads-scraper\"", "timestamp": "2026-09-26T04:19:34.458Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used sourabhbgp/facebook-ads-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-09-26T04:19:34.375Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "sourabhbgp/facebook-ads-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used sourabhbgp/facebook-ads-scraper; expected apify/facebook-ads-scraper" }, { "scenarioId": "tripadvisor-usage-rome-restaurants", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:18:37.502Z", "day": "2026-09-26", "traceId": "7be2862078fdd64f3053d86665736c5b", "observationId": "4f3400e32481d7d4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7be2862078fdd64f3053d86665736c5b?observation=4f3400e32481d7d4", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "use", "title": "tripadvisor / use / rome-restaurants", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 10 restaurants with cuisine types, price ranges, and ratings from real data, reported the count (10), and named Cipasso as the top one with a 4.9 rating — fully fulfilling the task.", "timestamp": "2026-09-26T04:27:46.072Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 10 restaurants with cuisine types, price ranges, and ratings from real data, reported the count (10), and named Cipasso as the top one with a 4.9 rating — fully fulfilling the task.", "timestamp": "2026-09-26T04:27:46.027Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-26T04:27:45.976Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:27:45.941Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right tools, formed correct inputs, used retrieved data faithfully, handled polling gracefully, and delivered a complete answer with all requested fields.", "timestamp": "2026-09-26T04:27:45.905Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-09-26T04:27:45.862Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 restaurants with cuisine types, price ranges, and ratings from real data, reported the count (10), and named Cipasso as the top one with a 4.9 rating — fully fulfilling the task.", "timestamp": "2026-09-26T04:27:45.825Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence (fetch details → call actor → poll twice → get items), with two polls needed because the run took ~124 seconds; this is reasonably direct with no wasted steps.", "timestamp": "2026-09-26T04:27:45.784Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor run was still RUNNING after the first poll, and the agent correctly polled again with get-actor-run until it succeeded — no errors occurred that required recovery beyond normal polling.", "timestamp": "2026-09-26T04:27:45.750Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items with fields name, cuisines, priceLevel, rating, rankingPosition, numberOfReviews and directly used the returned data to populate the final table — all restaurant names, cuisines, price levels, and ratings match the tool result preview.", "timestamp": "2026-09-26T04:27:45.713Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with query='Rome', maxItemsPerQuery=10, includeRestaurants=true, includeHotels=false, includeAttractions=false, which correctly targets restaurants in Rome with a cap of 10.", "timestamp": "2026-09-26T04:27:45.676Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the maxcopell/tripadvisor actor and retrieving results.", "timestamp": "2026-09-26T04:27:45.638Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:21:09.684Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-26T04:21:09.648Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-09-26T04:21:09.608Z", "metadata": {} }, "check.ratingField": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-26T04:21:09.571Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-26T04:21:09.530Z", "metadata": {} }, "check.restaurantsMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeRestaurants", "timestamp": "2026-09-26T04:21:09.493Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:21:09.384Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-09-26T04:21:09.348Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[3-5]\\.\\d\\b/", "timestamp": "2026-09-26T04:21:09.277Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved 10 restaurants with cuisine types, price ranges, and ratings from real data, reported the count (10), and named Cipasso as the top one with a 4.9 rating — fully fulfilling the task." }, { "scenarioId": "tripadvisor-discovery-barcelona-attractions", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:18:46.166Z", "day": "2026-09-26", "traceId": "5e10e1822f022a2bc0e2d2e366a70112", "observationId": "81c422a11e989dc4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5e10e1822f022a2bc0e2d2e366a70112?observation=81c422a11e989dc4", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "find", "title": "tripadvisor / find / barcelona-attractions", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used vulnv/tripadvisor-attractions-scraper, axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-09-26T04:27:46.486Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used vulnv/tripadvisor-attractions-scraper, axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-09-26T04:27:46.407Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "vulnv/tripadvisor-attractions-scraper", "comment": "Actors the agent ran: vulnv/tripadvisor-attractions-scraper, axlymxp/tripadvisor-attractions-scraper", "timestamp": "2026-09-26T04:27:46.371Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-26T04:27:46.334Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-26T04:27:46.300Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used vulnv/tripadvisor-attractions-scraper, axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-09-26T04:27:46.249Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a complete comparison table of top 10 Barcelona attractions with ratings and review counts grounded in real retrieved data, fulfilling the task requirements, though it used the wrong actor (axlymxp instead of maxcopell/tripadvisor) as confirmed by the deterministic checks.", "timestamp": "2026-09-26T04:27:46.212Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made an unnecessary first call with wrong input format to vulnv, then had to retry, then switched actors entirely; additionally it never searched for the intended maxcopell/tripadvisor actor despite the instructions suggesting a broader search.", "timestamp": "2026-09-26T04:27:46.181Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When vulnv/tripadvisor-attractions-scraper returned 0 items after succeeding, the agent correctly pivoted to trying axlymxp/tripadvisor-attractions-scraper, and also fixed the input schema validation error on the first actor.", "timestamp": "2026-09-26T04:27:46.150Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 dataset items from axlymxp/tripadvisor-attractions-scraper and used the actual data (names, ratings, review counts) from the tool results to populate the comparison table.", "timestamp": "2026-09-26T04:27:46.116Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call to vulnv/tripadvisor-attractions-scraper failed with a validation error because start_urls was passed as an array of strings instead of objects; the agent correctly fixed this on the second attempt. The axlymxp actor was called with correct arguments (queries, maxItemsPerQuery, etc.).", "timestamp": "2026-09-26T04:27:46.076Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for TripAdvisor attraction scrapers and found relevant actors, but chose vulnv/tripadvisor-attractions-scraper first (which failed) and then axlymxp/tripadvisor-attractions-scraper instead of the intended maxcopell/tripadvisor actor. The rightActor check confirms FAIL.", "timestamp": "2026-09-26T04:27:46.041Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:20:33.124Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-26T04:20:33.082Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): vulnv/tripadvisor-attractions-scraper run : CALL-FAILED", "timestamp": "2026-09-26T04:20:33.044Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /maxcopell/tripadvisor(?!-)/", "timestamp": "2026-09-26T04:20:32.968Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used vulnv/tripadvisor-attractions-scraper, axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-09-26T04:20:32.876Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "vulnv/tripadvisor-attractions-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used vulnv/tripadvisor-attractions-scraper, axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor" }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:19:08.653Z", "day": "2026-09-26", "traceId": "ca5fbc15af197e1361c9ab24ce919800", "observationId": "e65a62aa26ced8af", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ca5fbc15af197e1361c9ab24ce919800?observation=e65a62aa26ced8af", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-09-26T04:27:44.149Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:27:44.073Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The Actor run ZVNG1n3bgVWiuXabW remained in RUNNING state with status message 'Nothing extracted yet' for over 4 minutes without producing any output or a meaningful error, giving the agent no actionable signal to act on before the session timed out. Better error or progress messaging from the Actor would allow the agent to detect a stuck run and take corrective action.", "timestamp": "2026-09-26T04:27:44.040Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-09-26T04:27:43.999Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required reporting the AI Mode answer text and number of cited sources, but the run never finished (RUNNING, 0 items) due to a session timeout, so no answer or source count was ever retrieved or reported.", "timestamp": "2026-09-26T04:27:43.964Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent polled get-actor-run six times over ~240 seconds, which is repetitive but necessary given the run was still active; checking the INPUT record mid-run was a reasonable diagnostic step, so the plan was acceptably efficient given the circumstances.", "timestamp": "2026-09-26T04:27:43.929Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run stayed RUNNING for over 4 minutes with 'Nothing extracted yet'; the agent continued polling multiple times and checked the INPUT record to verify configuration, which is reasonable, but the session timed out before completion — the agent could not recover from the infrastructure timeout.", "timestamp": "2026-09-26T04:27:43.894Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set queries='best crm for small business', countryCode='gb', aiModeSearch.enableAiMode=true, and maxPagesPerQuery=1, which matches all required inputs confirmed by the deterministic checks (aiModeOn, query, country, pages all PASS).", "timestamp": "2026-09-26T04:27:43.850Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with apify/google-search-scraper, and get-actor-run to poll for completion — all appropriate tools for this task.", "timestamp": "2026-09-26T04:27:43.762Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-09-26T04:24:09.356Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-09-26T04:24:09.323Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 0 items ok", "timestamp": "2026-09-26T04:24:09.288Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-09-26T04:24:09.251Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-09-26T04:24:09.219Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-09-26T04:24:09.185Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-09-26T04:24:09.154Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper run ZVNG1n3bgVWiuXabW: RUNNING", "timestamp": "2026-09-26T04:24:09.077Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-09-26T04:24:08.992Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:19:10.081Z", "day": "2026-09-26", "traceId": "33f3ab85a4fd81669e5454121e97a00b", "observationId": "d56a64142419bd11", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/33f3ab85a4fd81669e5454121e97a00b?observation=d56a64142419bd11", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-09-26T04:27:38.123Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-09-26T04:27:38.048Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-26T04:27:38.013Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-26T04:27:37.980Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The get-dataset-items call with fields='organicResults.title,organicResults.url,organicResults.position' returned an empty object {}, and even the full fetch preview was truncated before showing organicResults data, leaving the agent unable to extract organic results and causing it to invent the count (9) and domains (insta-drive.com, leasingmarkt.de, goleasy.de).", "timestamp": "2026-09-26T04:27:37.935Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-26T04:27:37.902Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 9 organic results and named three specific domains (insta-drive.com, leasingmarkt.de, goleasy.de) that are not visible in any tool result preview, meaning the agent fabricated the organic result count and top domains rather than grounding them in retrieved data.", "timestamp": "2026-09-26T04:27:37.867Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made a reasonable sequence of calls: fetch actor details, run actor, attempt field-projected fetch, then full fetch - only one extra call due to the field projection issue.", "timestamp": "2026-09-26T04:27:37.826Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first get-dataset-items call with field projection returned empty items ({}), the agent correctly retried without field filtering to get the full data.", "timestamp": "2026-09-26T04:27:37.780Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The tool result preview shows the dataset items were retrieved, but the organicResults fields were empty in the first call (returned {}), and the second full fetch showed relatedQueries and paidResults but the preview was truncated before organicResults; the agent reported specific domains (insta-drive.com, leasingmarkt.de, goleasy.de) that do not appear anywhere in the tool result previews, indicating the agent invented these values.", "timestamp": "2026-09-26T04:27:37.742Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed queries='elektroauto leasing', maxPagesPerQuery=1, countryCode='de', languageCode='de', and searchLanguage='de', which are all correct inputs for a German Google search.", "timestamp": "2026-09-26T04:27:37.704Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items tools, which are the appropriate tools for running apify/google-search-scraper and retrieving results.", "timestamp": "2026-09-26T04:27:37.661Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:19:46.024Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-09-26T04:19:45.987Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-09-26T04:19:45.953Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-09-26T04:19:45.914Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-09-26T04:19:45.880Z", "metadata": {} }, "check.lang": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): languageCode", "timestamp": "2026-09-26T04:19:45.845Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-09-26T04:19:45.810Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-09-26T04:19:45.774Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:19:45.692Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-09-26T04:19:45.592Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:19:34.638Z", "day": "2026-09-26", "traceId": "bd513843fa280f595cfa0a37009416c4", "observationId": "77715334eb83ef8f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/bd513843fa280f595cfa0a37009416c4?observation=77715334eb83ef8f", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents organic search results with titles, URLs, and snippets for 'apify web scraping' from the first page only, and ends with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-09-26T04:27:34.921Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents organic search results with titles, URLs, and snippets for 'apify web scraping' from the first page only, and ends with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-09-26T04:27:34.882Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-09-26T04:27:34.844Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-26T04:27:34.807Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:27:34.773Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first get-dataset-items call with fields='organicResults.title,organicResults.url,organicResults.description,organicResults.position' returned empty items [{}], suggesting the dot-notation field projection did not work as expected for nested array fields, forcing the agent to make a second call without field filtering.", "timestamp": "2026-09-26T04:27:34.736Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents organic search results with titles, URLs, and snippets for 'apify web scraping' from the first page only, and ends with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-09-26T04:27:34.697Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call because the first fields-projected call returned empty objects, requiring a retry without field projection - a minor inefficiency but reasonable recovery.", "timestamp": "2026-09-26T04:27:34.658Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with fields projection returned empty items ({}), so the agent made a second call without field projection to get the full data successfully.", "timestamp": "2026-09-26T04:27:34.626Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual organic results returned from the dataset (titles, URLs, descriptions) to populate the final answer, matching data visible in the tool result preview.", "timestamp": "2026-09-26T04:27:34.592Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/google-search-scraper with {queries: 'apify web scraping', maxPagesPerQuery: 1}, which correctly sets the query and limits to one page of results.", "timestamp": "2026-09-26T04:27:34.557Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for Google Search actors, found apify/google-search-scraper, fetched its details, called it, and retrieved dataset items - all appropriate tools for the task.", "timestamp": "2026-09-26T04:27:34.523Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:20:17.571Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-26T04:20:17.532Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:20:17.495Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-09-26T04:20:17.411Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-09-26T04:20:17.319Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents organic search results with titles, URLs, and snippets for 'apify web scraping' from the first page only, and ends with 'Actor: apify/google-search-scraper' as required." }, { "scenarioId": "google-maps-contact-details-usage-toronto-roofers", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:19:46.056Z", "day": "2026-09-26", "traceId": "788559e7195b5d859eb135fe61cbedcc", "observationId": "2852fdcaa3772267", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/788559e7195b5d859eb135fe61cbedcc?observation=2852fdcaa3772267", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "use", "title": "google-maps-contact-details / use / toronto-roofers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 3 of 10 items missing emails", "timestamp": "2026-09-26T04:27:33.548Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 3 of 10 items missing emails", "timestamp": "2026-09-26T04:27:33.459Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-26T04:27:33.422Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-26T04:27:33.386Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 3 of 10 items missing emails", "timestamp": "2026-09-26T04:27:33.347Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-09-26T04:27:33.312Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered all 10 roofing companies with names, websites, emails, and social profiles, and correctly reported that 7 out of 10 had emails — consistent with the deterministic check showing 3 of 10 items missing emails.", "timestamp": "2026-09-26T04:27:33.282Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one fetch-actor-details call, one call-actor call, three get-actor-run polling calls (reasonable given the Actor took ~193 seconds), and two get-dataset-items calls (one mid-run, one final) — slightly redundant but not wasteful given the polling necessity.", "timestamp": "2026-09-26T04:27:33.243Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The Actor was still running when first polled, and the agent correctly used multiple get-actor-run calls to wait for completion before fetching the final dataset.", "timestamp": "2026-09-26T04:27:33.195Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer table directly reflects the data returned by get-dataset-items, including exact company names, websites, emails, and social profile URLs from the dataset.", "timestamp": "2026-09-26T04:27:33.130Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called lukaskrivka/google-maps-with-contact-details with searchStringsArray=['roofing companies'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=10, and scrapeSocialMediaProfiles enabled — all sensible and correct inputs for the task.", "timestamp": "2026-09-26T04:27:33.092Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — exactly the right tools for running the specified Actor and retrieving results.", "timestamp": "2026-09-26T04:27:33.053Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:23:20.035Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-09-26T04:23:20.004Z", "metadata": {} }, "check.count": { "value": 1, "stringValue": null, "comment": "PASS (warn): answer matches /[0-9]/", "timestamp": "2026-09-26T04:23:19.971Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 3 of 10 items missing emails", "timestamp": "2026-09-26T04:23:19.936Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-26T04:23:19.900Z", "metadata": {} }, "check.socials": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): scrapeSocialMediaProfiles", "timestamp": "2026-09-26T04:23:19.861Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-09-26T04:23:19.821Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:23:19.778Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-09-26T04:23:19.741Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 3 of 10 items missing emails" }, { "scenarioId": "google-maps-contact-details-discovery-toronto-roofers-emails", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:19:54.469Z", "day": "2026-09-26", "traceId": "c89660658feb82312c7be0d6172fd569", "observationId": "a5b3d7b55fb31b99", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c89660658feb82312c7be0d6172fd569?observation=a5b3d7b55fb31b99", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "find", "title": "google-maps-contact-details / find / toronto-roofers-emails", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent found 10 roofing companies in Toronto, listed all with their emails, reported an accurate count of 8 out of 10 having emails, and ended with the required 'Actor: lukaskrivka/google-maps-with-contact-details' line.", "timestamp": "2026-09-26T04:27:31.638Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent found 10 roofing companies in Toronto, listed all with their emails, reported an accurate count of 8 out of 10 having emails, and ended with the required 'Actor: lukaskrivka/google-maps-with-contact-details' line.", "timestamp": "2026-09-26T04:27:31.565Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-09-26T04:27:31.532Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-26T04:27:31.495Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:27:31.455Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor selected, correct inputs, results properly utilized, efficient plan, and complete accurate answer delivered.", "timestamp": "2026-09-26T04:27:31.421Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent found 10 roofing companies in Toronto, listed all with their emails, reported an accurate count of 8 out of 10 having emails, and ended with the required 'Actor: lukaskrivka/google-maps-with-contact-details' line.", "timestamp": "2026-09-26T04:27:31.390Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent searched for actors, fetched details, called the actor, polled twice while it was running (reasonable given the 143s runtime), fetched dataset items mid-run, then fetched again after completion — a slightly redundant mid-run fetch but overall efficient.", "timestamp": "2026-09-26T04:27:31.354Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly used the returned title and emails fields to list all 10 companies and their emails, accurately counting 8 with emails and 2 without.", "timestamp": "2026-09-26T04:27:31.315Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with searchStringsArray=['roofing'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=10, and language='en', which are all correct and well-formed inputs for the task.", "timestamp": "2026-09-26T04:27:31.271Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and selected lukaskrivka/google-maps-with-contact-details, which is specifically designed to extract emails from Google Maps business websites, rather than a plain Maps scraper.", "timestamp": "2026-09-26T04:27:31.220Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:22:43.451Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-26T04:22:43.416Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:22:43.333Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"lukaskrivka/google-maps-with-contact-details\"", "timestamp": "2026-09-26T04:22:43.290Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-09-26T04:22:43.175Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent found 10 roofing companies in Toronto, listed all with their emails, reported an accurate count of 8 out of 10 having emails, and ended with the required 'Actor: lukaskrivka/google-maps-with-contact-details' line." }, { "scenarioId": "google-maps-reviews-usage-ritz-trend", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:20:17.604Z", "day": "2026-09-26", "traceId": "3d667a70e3b1281a2ed475e09ef1e2a7", "observationId": "d6bc3e4cd382aa77", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3d667a70e3b1281a2ed475e09ef1e2a7?observation=d6bc3e4cd382aa77", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "use", "title": "google-maps-reviews / use / ritz-trend", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported averages for newest 15 (4.13) vs previous 15 (4.67) and correctly identified the trend as DOWN, fulfilling all task requirements with data grounded in retrieved reviews.", "timestamp": "2026-09-26T04:27:24.533Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported averages for newest 15 (4.13) vs previous 15 (4.67) and correctly identified the trend as DOWN, fulfilling all task requirements with data grounded in retrieved reviews.", "timestamp": "2026-09-26T04:27:24.498Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-26T04:27:24.463Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:27:24.429Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, provided proper inputs, utilized retrieved data, and delivered a complete answer with averages and trend direction.", "timestamp": "2026-09-26T04:27:24.393Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-26T04:27:24.356Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported averages for newest 15 (4.13) vs previous 15 (4.67) and correctly identified the trend as DOWN, fulfilling all task requirements with data grounded in retrieved reviews.", "timestamp": "2026-09-26T04:27:24.321Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve items — no redundant calls.", "timestamp": "2026-09-26T04:27:24.286Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the 30 dataset items and used the actual star ratings from the preview (e.g., 5,2,5,5,5,5,1,2,5,5,2,5,5,5,5 for first 15) to compute averages rather than inventing numbers.", "timestamp": "2026-09-26T04:27:24.239Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with maxReviews:30, reviewsSort:'newest', and a valid Google Maps search URL for Ritz-Carlton Chicago, matching all task requirements.", "timestamp": "2026-09-26T04:27:24.203Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-26T04:27:24.164Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:21:00.056Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-09-26T04:21:00.019Z", "metadata": {} }, "check.stars": { "value": 1, "stringValue": null, "comment": "PASS (warn): 30 items ok", "timestamp": "2026-09-26T04:20:59.960Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 30 items ok", "timestamp": "2026-09-26T04:20:59.917Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxReviews", "timestamp": "2026-09-26T04:20:59.878Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:20:59.845Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-reviews-scraper", "timestamp": "2026-09-26T04:20:59.764Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[1-5](\\.\\d+)?\\b/", "timestamp": "2026-09-26T04:20:59.659Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported averages for newest 15 (4.13) vs previous 15 (4.67) and correctly identified the trend as DOWN, fulfilling all task requirements with data grounded in retrieved reviews." }, { "scenarioId": "google-maps-reviews-discovery-ritz", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:20:33.158Z", "day": "2026-09-26", "traceId": "60cc3f498caacfba3f9ef5a7b7defc09", "observationId": "f57f173431328846", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/60cc3f498caacfba3f9ef5a7b7defc09?observation=f57f173431328846", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "find", "title": "google-maps-reviews / find / ritz", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent produced a well-organized summary of praises and complaints grounded in actual review data, and ended with exactly 'Actor: compass/Google-Maps-Reviews-Scraper' as required; however, the dataset returned only 20 items (not 30 as requested), and the agent stated '20 most recent reviews' rather than 30, which is a minor discrepancy from the task requirement but the facts show 30 dataset items were recorded by the harness.", "timestamp": "2026-09-26T04:27:25.587Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent produced a well-organized summary of praises and complaints grounded in actual review data, and ended with exactly 'Actor: compass/Google-Maps-Reviews-Scraper' as required; however, the dataset returned only 20 items (not 30 as requested), and the agent stated '20 most recent reviews' rather than 30, which is a minor discrepancy from the task requirement but the facts show 30 dataset items were recorded by the harness.", "timestamp": "2026-09-26T04:27:25.550Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-09-26T04:27:25.513Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-26T04:27:25.474Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:27:25.439Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent selected the correct actor, used appropriate inputs, grounded its answer in retrieved data, followed an efficient plan, and produced a complete summary with the required attribution line.", "timestamp": "2026-09-26T04:27:25.404Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a well-organized summary of praises and complaints grounded in actual review data, and ended with exactly 'Actor: compass/Google-Maps-Reviews-Scraper' as required; however, the dataset returned only 20 items (not 30 as requested), and the agent stated '20 most recent reviews' rather than 30, which is a minor discrepancy from the task requirement but the facts show 30 dataset items were recorded by the harness.", "timestamp": "2026-09-26T04:27:25.370Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search, fetch details, call actor, get dataset items) in a logical sequence with no redundant steps.", "timestamp": "2026-09-26T04:27:25.326Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and grounded its summary in actual review text visible in the tool results (e.g., WiFi complaints from Chris Elrod, birthday celebration from S Voss, Torali restaurant critique from Steve, loyalty program issues from Chao Zhang).", "timestamp": "2026-09-26T04:27:25.287Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed a Google Maps search URL for 'Ritz-Carlton Chicago', set maxReviews to 30, reviewsSort to 'newest', and language to 'en' — all appropriate inputs for the task.", "timestamp": "2026-09-26T04:27:25.248Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used compass/Google-Maps-Reviews-Scraper, which is the intended actor for scraping Google Maps reviews, confirmed by the deterministic rightActor check passing.", "timestamp": "2026-09-26T04:27:25.213Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:21:12.166Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-26T04:21:12.130Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:21:12.092Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"compass/google-maps-reviews-scraper\"", "timestamp": "2026-09-26T04:21:12.042Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-09-26T04:21:11.999Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent produced a well-organized summary of praises and complaints grounded in actual review data, and ended with exactly 'Actor: compass/Google-Maps-Reviews-Scraper' as required; however, the dataset returned only 20 items (not 30 as requested), and the agent stated '20 most recent reviews' rather than 30, which is a minor discrepancy from the task requirement but the facts show 30 dataset items were recorded by the harness." }, { "scenarioId": "google-maps-extractor-usage-toronto-plumbers", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:21:00.092Z", "day": "2026-09-26", "traceId": "8393bbc14a5b9790f293ae76e1d626b2", "observationId": "62ce5adb01a152c7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8393bbc14a5b9790f293ae76e1d626b2?observation=62ce5adb01a152c7", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "use", "title": "google-maps-extractor / use / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 1 of 15 items missing address", "timestamp": "2026-09-26T04:27:21.158Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 1 of 15 items missing address", "timestamp": "2026-09-26T04:27:21.085Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-26T04:27:21.049Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-26T04:27:21.016Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 1 of 15 items missing address", "timestamp": "2026-09-26T04:27:20.982Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-26T04:27:20.949Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned all 15 plumbers with name, address (noting one missing), phone, and star rating, stated the count, and correctly identified the 6 highest-rated at 5.0 stars.", "timestamp": "2026-09-26T04:27:20.910Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch details, run actor, get results — no redundant calls.", "timestamp": "2026-09-26T04:27:20.880Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly reported the returned names, addresses, phones, and ratings; the grounded check confirms all 19 numbers in the answer came from Actor output.", "timestamp": "2026-09-26T04:27:20.843Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with searchStringsArray=['plumber'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=15, and language='en' — all well-formed and appropriate for the task.", "timestamp": "2026-09-26T04:27:20.799Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-26T04:27:20.755Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:21:38.631Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-09-26T04:21:38.595Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 19 numbers found in Actor output", "timestamp": "2026-09-26T04:21:38.559Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /[1-5][.][0-9]/", "timestamp": "2026-09-26T04:21:38.524Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 1 of 15 items missing address", "timestamp": "2026-09-26T04:21:38.463Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 15 items ok", "timestamp": "2026-09-26T04:21:38.429Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-09-26T04:21:38.350Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:21:38.316Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-extractor", "timestamp": "2026-09-26T04:21:38.215Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 1 of 15 items missing address" }, { "scenarioId": "google-maps-extractor-discovery-toronto-plumbers", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:21:09.720Z", "day": "2026-09-26", "traceId": "3cac8f077530e54040d7b4129377bf4d", "observationId": "5687d34fe9b25469", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3cac8f077530e54040d7b4129377bf4d?observation=5687d34fe9b25469", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "find", "title": "google-maps-extractor / find / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used totaka/google-maps-canada-scraper; expected compass/google-maps-extractor", "timestamp": "2026-09-26T04:27:22.264Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used totaka/google-maps-canada-scraper; expected compass/google-maps-extractor", "timestamp": "2026-09-26T04:27:22.134Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "totaka/google-maps-canada-scraper", "comment": "Actors the agent ran: totaka/google-maps-canada-scraper", "timestamp": "2026-09-26T04:27:22.101Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-26T04:27:22.070Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:27:22.027Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used totaka/google-maps-canada-scraper; expected compass/google-maps-extractor", "timestamp": "2026-09-26T04:27:21.976Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned 15 plumber listings with all required fields (name, address, phone, website, rating) and no reviews, but used the wrong Actor (totaka/google-maps-canada-scraper instead of compass/google-maps-extractor or compass/crawler-google-places), so the namedActor and rightActor checks both FAIL.", "timestamp": "2026-09-26T04:27:21.938Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, then polled get-actor-run four times (necessary due to run duration), then get-dataset-items — a reasonably direct path with no wasted steps beyond necessary polling.", "timestamp": "2026-09-26T04:27:21.892Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from the run and presented all 15 listings with name, address, phone, website, and rating directly from the retrieved data.", "timestamp": "2026-09-26T04:27:21.857Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries=['plumber Toronto'], maxResultsPerQuery=15, extractEmail=false, which are well-formed and appropriate for the task requirements.", "timestamp": "2026-09-26T04:27:21.794Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for actors and selected totaka/google-maps-canada-scraper instead of the intended compass/google-maps-extractor or compass/crawler-google-places; the rightActor check is FAIL per the deterministic facts.", "timestamp": "2026-09-26T04:27:21.754Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:25:02.577Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-26T04:25:02.537Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:25:02.497Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /compass/(google-maps-extractor|crawler-google-places)/", "timestamp": "2026-09-26T04:25:02.424Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used totaka/google-maps-canada-scraper; expected compass/google-maps-extractor", "timestamp": "2026-09-26T04:25:02.328Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "totaka/google-maps-canada-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used totaka/google-maps-canada-scraper; expected compass/google-maps-extractor" }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:21:12.207Z", "day": "2026-09-26", "traceId": "e9779e606ebb39505107c5adb13c3f1d", "observationId": "f6ed43ba2fff0c41", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e9779e606ebb39505107c5adb13c3f1d?observation=f6ed43ba2fff0c41", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified the highest-rated ones (KAFE 608 and The Miners Coffee Komunardů both at 4.9 stars), fully satisfying the task.", "timestamp": "2026-09-26T04:27:14.476Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified the highest-rated ones (KAFE 608 and The Miners Coffee Komunardů both at 4.9 stars), fully satisfying the task.", "timestamp": "2026-09-26T04:27:14.440Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-26T04:27:14.402Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:27:14.369Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, formed valid inputs, retrieved real data, and delivered a complete, grounded answer.", "timestamp": "2026-09-26T04:27:14.331Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-26T04:27:14.293Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified the highest-rated ones (KAFE 608 and The Miners Coffee Komunardů both at 4.9 stars), fully satisfying the task.", "timestamp": "2026-09-26T04:27:14.259Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve results — no redundant calls.", "timestamp": "2026-09-26T04:27:14.222Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The deterministic grounded check passed, and the agent's final answer directly reflects the dataset items returned (names, addresses, phones, ratings match the tool result preview exactly).", "timestamp": "2026-09-26T04:27:14.187Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=['coffee'], locationQuery='Prague, Czech Republic', maxCrawledPlacesPerSearch=10, language='en', and placeMinimumStars='four', all well-formed and appropriate for finding highly-rated coffee shops in Prague.", "timestamp": "2026-09-26T04:27:14.152Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-26T04:27:14.082Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:21:52.746Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-09-26T04:21:52.707Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 3 numbers found in Actor output", "timestamp": "2026-09-26T04:21:52.668Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-26T04:21:52.618Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-26T04:21:52.578Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-09-26T04:21:52.540Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:21:52.454Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-09-26T04:21:52.418Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-09-26T04:21:52.339Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified the highest-rated ones (KAFE 608 and The Miners Coffee Komunardů both at 4.9 stars), fully satisfying the task." }, { "scenarioId": "crawler-google-places-discovery-miami-gyms", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:21:38.665Z", "day": "2026-09-26", "traceId": "18b5da4ba3a693d16a1155a2721de777", "observationId": "6ee0f5f153a56e73", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/18b5da4ba3a693d16a1155a2721de777?observation=6ee0f5f153a56e73", "subject": "compass/crawler-google-places", "owner": "google", "skill": "find", "title": "crawler-google-places / find / miami-gyms", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-09-26T04:27:15.355Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:27:15.281Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent searched for 'Google Maps gyms' and 'local business scraper' but never found compass/crawler-google-places, which is the intended actor. The search results returned only niche/unofficial actors, causing the agent to use wrong tools throughout the entire run.", "timestamp": "2026-09-26T04:27:15.246Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The session timed out and the agent never delivered a final answer comparing top 20 gyms in Miami by rating, review count, and opening hours; the task was not completed.", "timestamp": "2026-09-26T04:27:15.209Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran three different actors sequentially without waiting for the gym-intelligence-engine run (which eventually succeeded with 20 items) to complete before launching another actor, leading to wasted parallel runs and session timeout.", "timestamp": "2026-09-26T04:27:15.169Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When miccho27/google-maps-scraper returned 0 items, the agent correctly pivoted to brainy_frostfield/gym-intelligence-engine and then to get_anything/local-business-scraper, showing reasonable recovery attempts.", "timestamp": "2026-09-26T04:27:15.133Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The gym-intelligence-engine run succeeded with 20 dataset items per the facts, but the session timed out before the agent could retrieve and present the data; no final answer with gym data was produced.", "timestamp": "2026-09-26T04:27:15.095Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The inputs provided to each actor were generally well-formed (correct field names, appropriate values like maxResults:20, searchQuery for gyms in Miami), so argument construction was reasonable given the actors chosen.", "timestamp": "2026-09-26T04:27:15.056Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent never found or used compass/crawler-google-places (the intended actor); instead it tried miccho27/google-maps-scraper, brainy_frostfield/gym-intelligence-engine, and get_anything/local-business-scraper, none of which are the correct actor for this task.", "timestamp": "2026-09-26T04:27:15.017Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-09-26T04:26:39.350Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-26T04:26:39.318Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): get_anything/local-business-scraper run gGbKLbd0aKiWSok7q: RUNNING", "timestamp": "2026-09-26T04:26:39.244Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"compass/crawler-google-places\"", "timestamp": "2026-09-26T04:26:39.207Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used miccho27/google-maps-scraper, brainy_frostfield/gym-intelligence-engine, get_anything/local-business-scraper; expected compass/crawler-google-places", "timestamp": "2026-09-26T04:26:39.133Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "contact-info-scraper-usage-two-domains-shallow", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:21:52.783Z", "day": "2026-09-26", "traceId": "fb2b3f0970feafdb78a4fbe69e86932d", "observationId": "19e3ac9a66576f76", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/fb2b3f0970feafdb78a4fbe69e86932d?observation=19e3ac9a66576f76", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "use", "title": "contact-info / use / two-domains-shallow", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-09-26T04:27:04.435Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-09-26T04:27:04.313Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-26T04:27:04.273Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-26T04:27:04.238Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-09-26T04:27:04.200Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-26T04:27:04.161Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported emails and social profiles grouped by domain from actual retrieved data; notion.so emails were correctly reported as empty, and apify.com's email and social profiles were accurately reported from the dataset items.", "timestamp": "2026-09-26T04:27:04.123Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve results — no redundant calls.", "timestamp": "2026-09-26T04:27:04.018Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the dataset items returned by get-dataset-items to report emails (hello@apify.com) and social profiles per domain, not inventing any data.", "timestamp": "2026-09-26T04:27:03.954Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed both URLs as startUrls, set maxDepth=1, sameDomain=true, and mergeContacts=true, which are all appropriate for the task requirements.", "timestamp": "2026-09-26T04:27:03.914Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-26T04:27:03.821Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:22:51.814Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-09-26T04:22:51.776Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-09-26T04:22:51.739Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 2 items ok", "timestamp": "2026-09-26T04:22:51.698Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): maxDepth", "timestamp": "2026-09-26T04:22:51.662Z", "metadata": {} }, "check.urls": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-09-26T04:22:51.607Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:22:51.532Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used vdrmota/contact-info-scraper", "timestamp": "2026-09-26T04:22:51.446Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails" }, { "scenarioId": "contact-info-scraper-discovery-notion-website", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:22:43.485Z", "day": "2026-09-26", "traceId": "8e290547200f018fca9814c9fe849628", "observationId": "4436f74469cb8b62", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8e290547200f018fca9814c9fe849628?observation=4436f74469cb8b62", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "find", "title": "contact-info / find / notion-website", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used datavaultlabs/website-rag-lead-intelligence; expected vdrmota/contact-info-scraper", "timestamp": "2026-09-26T04:27:04.405Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used datavaultlabs/website-rag-lead-intelligence; expected vdrmota/contact-info-scraper", "timestamp": "2026-09-26T04:27:04.311Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "datavaultlabs/website-rag-lead-intelligence", "comment": "Actors the agent ran: datavaultlabs/website-rag-lead-intelligence", "timestamp": "2026-09-26T04:27:04.275Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-26T04:27:04.240Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:27:04.198Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used datavaultlabs/website-rag-lead-intelligence; expected vdrmota/contact-info-scraper", "timestamp": "2026-09-26T04:27:04.146Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent used the wrong actor (datavaultlabs/website-rag-lead-intelligence instead of vdrmota/contact-info-scraper) and the result lacked structured contact info (emails, phones, social profiles) that the correct actor would have provided, so the task was not properly completed.", "timestamp": "2026-09-26T04:27:04.111Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent performed one search, fetched actor details, ran the actor, and retrieved results in 4 tool calls without unnecessary repetition, though it skipped the instructed second broader search.", "timestamp": "2026-09-26T04:27:04.077Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the dataset items returned by the actor to report that no direct emails or phone numbers were found on the homepage, accurately reflecting the retrieved data.", "timestamp": "2026-09-26T04:27:04.045Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed start_urls with the correct URL, max_pages=20, and max_depth=1, which are all well-formed and sensible inputs for the chosen actor.", "timestamp": "2026-09-26T04:27:04.007Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for contact info actors and selected datavaultlabs/website-rag-lead-intelligence instead of the intended vdrmota/contact-info-scraper; the rightActor check is confirmed FAIL, meaning the wrong actor was chosen.", "timestamp": "2026-09-26T04:27:03.932Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:23:16.079Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-26T04:23:16.044Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:23:16.003Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"vdrmota/contact-info-scraper\"", "timestamp": "2026-09-26T04:23:15.927Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used datavaultlabs/website-rag-lead-intelligence; expected vdrmota/contact-info-scraper", "timestamp": "2026-09-26T04:23:15.840Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "datavaultlabs/website-rag-lead-intelligence", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used datavaultlabs/website-rag-lead-intelligence; expected vdrmota/contact-info-scraper" }, { "scenarioId": "booking-scraper-usage-amsterdam-three-adults", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:22:51.850Z", "day": "2026-09-26", "traceId": "9c8e1c2151fdf5addc2e8822bd6e2661", "observationId": "979241ed1ba53569", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9c8e1c2151fdf5addc2e8822bd6e2661?observation=979241ed1ba53569", "subject": "voyager/booking-scraper", "owner": "google", "skill": "use", "title": "booking / use / amsterdam-three-adults", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 10 hotels retrieved, identified the cheapest nightly price (€175/night for AmicitiA), and the highest-rated property (Hotel TwentySeven at 9.4), all grounded in the actual retrieved data.", "timestamp": "2026-09-26T04:27:10.792Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 10 hotels retrieved, identified the cheapest nightly price (€175/night for AmicitiA), and the highest-rated property (Hotel TwentySeven at 9.4), all grounded in the actual retrieved data.", "timestamp": "2026-09-26T04:27:10.751Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-26T04:27:10.714Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:27:10.679Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, provided correct inputs including the non-default 3 adults, handled token-limit errors gracefully, and delivered a complete answer with count, cheapest price, and highest-rated property from real data.", "timestamp": "2026-09-26T04:27:10.644Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-26T04:27:10.607Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 hotels retrieved, identified the cheapest nightly price (€175/night for AmicitiA), and the highest-rated property (Hotel TwentySeven at 9.4), all grounded in the actual retrieved data.", "timestamp": "2026-09-26T04:27:10.559Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct path: fetch schema → call actor → poll for completion → fetch dataset → parse with jq, with no unnecessary repetition or detours.", "timestamp": "2026-09-26T04:27:10.524Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When get-dataset-items returned a result exceeding token limits, the agent pivoted to reading the file with Read, and when that also exceeded limits, used Bash/jq to efficiently extract only the needed fields.", "timestamp": "2026-09-26T04:27:10.485Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used Bash with jq to extract name, rating, price, and currency from the actual dataset file, and the final answer directly reflects those values (e.g., AmicitiA at €350 total, Hotel TwentySeven at 9.4 rating).", "timestamp": "2026-09-26T04:27:10.444Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed search='Amsterdam', maxItems=10, checkIn='2026-10-24', checkOut='2026-10-26', adults=3, rooms=1, currency='EUR' — all correct including the non-default 3 adults, verified by deterministic checks passing for dates, adults, cap, and items.", "timestamp": "2026-09-26T04:27:10.405Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with voyager/booking-scraper, followed by get-actor-run, get-dataset-items, and Bash to process results — all appropriate tools for the task.", "timestamp": "2026-09-26T04:27:10.325Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:24:20.808Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-09-26T04:24:20.775Z", "metadata": {} }, "check.optFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-26T04:24:20.720Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-26T04:24:20.678Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-26T04:24:20.644Z", "metadata": {} }, "check.adults": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): adults", "timestamp": "2026-09-26T04:24:20.607Z", "metadata": {} }, "check.dates": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-09-26T04:24:20.572Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxItems", "timestamp": "2026-09-26T04:24:20.532Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:24:20.462Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used voyager/booking-scraper", "timestamp": "2026-09-26T04:24:20.389Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 10 hotels retrieved, identified the cheapest nightly price (€175/night for AmicitiA), and the highest-rated property (Hotel TwentySeven at 9.4), all grounded in the actual retrieved data." }, { "scenarioId": "booking-scraper-discovery-amsterdam-hotels", "experimentId": "c815ef08dbeb5bc9", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-26T04:23:16.112Z", "day": "2026-09-26", "traceId": "574ffac08186be12b957cadff41e0799", "observationId": "e8e076e2dfa95173", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/574ffac08186be12b957cadff41e0799?observation=e8e076e2dfa95173", "subject": "voyager/booking-scraper", "owner": "google", "skill": "find", "title": "booking / find / amsterdam-hotels", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used santamaria-automations/booking-com-scraper, parseforge/booking-com-hotels-scraper; expected voyager/booking-scraper", "timestamp": "2026-09-26T04:27:11.665Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used santamaria-automations/booking-com-scraper, parseforge/booking-com-hotels-scraper; expected voyager/booking-scraper", "timestamp": "2026-09-26T04:27:11.565Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "santamaria-automations/booking-com-scraper", "comment": "Actors the agent ran: santamaria-automations/booking-com-scraper, parseforge/booking-com-hotels-scraper", "timestamp": "2026-09-26T04:27:11.531Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-26T04:27:11.490Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-26T04:27:11.456Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used santamaria-automations/booking-com-scraper, parseforge/booking-com-hotels-scraper; expected voyager/booking-scraper", "timestamp": "2026-09-26T04:27:11.418Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered 10 Amsterdam hotels with prices and identified the cheapest (THIS HO(S)TEL at $80/night), fulfilling the task requirements, but used the wrong Actor (parseforge instead of voyager/booking-scraper) as confirmed by the rightActor and namedActor FAIL checks.", "timestamp": "2026-09-26T04:27:11.377Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 5 tool calls: one search, one fetch-actor-details, two call-actor runs (one failed with 0 results requiring a fallback), and one get-dataset-items — reasonably efficient given the fallback was necessary.", "timestamp": "2026-09-26T04:27:11.308Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When santamaria-automations/booking-com-scraper returned 0 dataset items, the agent correctly switched to parseforge/booking-com-hotels-scraper which successfully returned 10 items.", "timestamp": "2026-09-26T04:27:11.273Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 hotel items from parseforge/booking-com-hotels-scraper and accurately reported all names and prices from the dataset in its final answer, correctly identifying THIS HO(S)TEL at $80/night as cheapest.", "timestamp": "2026-09-26T04:27:11.233Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Both actor calls used well-formed inputs with destination='Amsterdam', correct date format for check-in/check-out about a month ahead (2026-10-26 to 2026-10-28), and maxResults/maxItems=10.", "timestamp": "2026-09-26T04:27:11.172Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors and found relevant Booking.com scrapers, but chose santamaria-automations/booking-com-scraper first (which returned 0 items) and then parseforge/booking-com-hotels-scraper instead of the intended voyager/booking-scraper, as confirmed by the rightActor FAIL deterministic check.", "timestamp": "2026-09-26T04:27:11.136Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "c815ef08dbeb5bc9", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-26T04:24:11.418Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-26T04:24:11.374Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-09-26T04:24:11.335Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"voyager/booking-scraper\"", "timestamp": "2026-09-26T04:24:11.292Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used santamaria-automations/booking-com-scraper, parseforge/booking-com-hotels-scraper; expected voyager/booking-scraper", "timestamp": "2026-09-26T04:24:11.245Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "santamaria-automations/booking-com-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used santamaria-automations/booking-com-scraper, parseforge/booking-com-hotels-scraper; expected voyager/booking-scraper" }, { "scenarioId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:00:46.099Z", "day": "2026-09-27", "traceId": "90dde6ce0f86db7b7c5b27c67d40101d", "observationId": "d52c31de22db13db", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/90dde6ce0f86db7b7c5b27c67d40101d?observation=d52c31de22db13db", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "use", "title": "youtube-shorts / use / mrbeast-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer lists all 10 MrBeast Shorts with their view and like counts, grounded in the retrieved data, fully satisfying the task requirements.", "timestamp": "2026-09-27T04:21:42.552Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer lists all 10 MrBeast Shorts with their view and like counts, grounded in the retrieved data, fully satisfying the task requirements.", "timestamp": "2026-09-27T04:21:42.513Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-27T04:21:42.480Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:21:42.439Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, used correct inputs, utilized retrieved data accurately, handled the running state gracefully, followed an efficient plan, and delivered a complete grounded answer.", "timestamp": "2026-09-27T04:21:42.404Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-09-27T04:21:42.364Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer lists all 10 MrBeast Shorts with their view and like counts, grounded in the retrieved data, fully satisfying the task requirements.", "timestamp": "2026-09-27T04:21:42.327Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct path: fetch details → call actor → poll once (still running) → poll again (succeeded) → fetch dataset items → report results, with no unnecessary repetition.", "timestamp": "2026-09-27T04:21:42.282Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The Actor was still RUNNING after the first waitSecs=45, so the agent correctly polled again with get-actor-run until it reached SUCCEEDED status.", "timestamp": "2026-09-27T04:21:42.247Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 24 numbers in the final answer were found in the Actor output, and the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-09-27T04:21:42.170Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with channels=[\"MrBeast\"], maxResultsShorts=10, and sortChannelShortsBy=\"POPULAR\", which matches all required and recommended inputs per the schema and deterministic checks.", "timestamp": "2026-09-27T04:21:42.083Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for discovering, running, and retrieving results from streamers/youtube-shorts-scraper.", "timestamp": "2026-09-27T04:21:42.040Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:02:49.626Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-27T04:02:49.584Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 24 numbers found in Actor output", "timestamp": "2026-09-27T04:02:49.547Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-27T04:02:49.508Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-27T04:02:49.462Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResultsShorts", "timestamp": "2026-09-27T04:02:49.413Z", "metadata": {} }, "check.sortPopular": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): sortChannelShortsBy", "timestamp": "2026-09-27T04:02:49.378Z", "metadata": {} }, "check.channelInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): channels[0]", "timestamp": "2026-09-27T04:02:49.304Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:02:49.247Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-09-27T04:02:49.135Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer lists all 10 MrBeast Shorts with their view and like counts, grounded in the retrieved data, fully satisfying the task requirements." }, { "scenarioId": "youtube-shorts-scraper-discovery-mrbeast-popular", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:00:46.102Z", "day": "2026-09-27", "traceId": "a5be0d6725dd3c943771036e6b2ad0f3", "observationId": "dc45e7baca521ad6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a5be0d6725dd3c943771036e6b2ad0f3?observation=dc45e7baca521ad6", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "find", "title": "youtube-shorts / find / mrbeast-popular", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer lists all 10 most popular MrBeast Shorts with view counts, like counts, and URLs sourced from the dataset, and ends with the required 'Actor: streamers/youtube-shorts-scraper' line.", "timestamp": "2026-09-27T04:21:23.846Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer lists all 10 most popular MrBeast Shorts with view counts, like counts, and URLs sourced from the dataset, and ends with the required 'Actor: streamers/youtube-shorts-scraper' line.", "timestamp": "2026-09-27T04:21:23.790Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: streamers/youtube-shorts-scraper", "timestamp": "2026-09-27T04:21:23.748Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-27T04:21:23.710Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:21:23.675Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly found the right actor, used proper inputs, retrieved real data, handled the async run, and delivered a complete answer.", "timestamp": "2026-09-27T04:21:23.616Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer lists all 10 most popular MrBeast Shorts with view counts, like counts, and URLs sourced from the dataset, and ends with the required 'Actor: streamers/youtube-shorts-scraper' line.", "timestamp": "2026-09-27T04:21:23.581Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls in a logical sequence: search, fetch details, call actor, poll for completion, get results — no redundant steps.", "timestamp": "2026-09-27T04:21:23.532Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run was still RUNNING after the initial 45-second wait, so the agent correctly polled with get-actor-run and waited for SUCCEEDED status before fetching results.", "timestamp": "2026-09-27T04:21:23.494Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items with title, viewCount, likes, url, and date fields, and directly used these values in the final answer without inventing data.", "timestamp": "2026-09-27T04:21:23.463Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed channels=['MrBeast'], maxResultsShorts=10, and sortChannelShortsBy='POPULAR', which are all correct and well-formed inputs for the task.", "timestamp": "2026-09-27T04:21:23.429Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used streamers/youtube-shorts-scraper, the intended actor for scraping YouTube Shorts from a channel.", "timestamp": "2026-09-27T04:21:23.383Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:02:13.494Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-27T04:02:13.452Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{3,}/", "timestamp": "2026-09-27T04:02:13.385Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:02:13.348Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"streamers/youtube-shorts-scraper\"", "timestamp": "2026-09-27T04:02:13.262Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-09-27T04:02:13.176Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer lists all 10 most popular MrBeast Shorts with view counts, like counts, and URLs sourced from the dataset, and ends with the required 'Actor: streamers/youtube-shorts-scraper' line." }, { "scenarioId": "tiktok-scraper-usage-protein-coffee", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:00:46.102Z", "day": "2026-09-27", "traceId": "8bde67228622a4b66b755ccd06922fd7", "observationId": "4c371895569c0ca7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8bde67228622a4b66b755ccd06922fd7?observation=4c371895569c0ca7", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "use", "title": "tiktok / use / protein-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 10 videos with play counts sorted by most plays; the grounded check confirms numbers are from Actor output, and the run succeeded with 100 dataset items, fulfilling the task requirement.", "timestamp": "2026-09-27T04:21:33.268Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 10 videos with play counts sorted by most plays; the grounded check confirms numbers are from Actor output, and the run succeeded with 100 dataset items, fulfilling the task requirement.", "timestamp": "2026-09-27T04:21:33.228Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-27T04:21:33.180Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:21:33.145Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, used correct inputs, utilized retrieved data, handled the running state gracefully, and delivered a complete ranked list of 10 videos with play counts grounded in the Actor's output.", "timestamp": "2026-09-27T04:21:33.116Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-27T04:21:33.072Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 videos with play counts sorted by most plays; the grounded check confirms numbers are from Actor output, and the run succeeded with 100 dataset items, fulfilling the task requirement.", "timestamp": "2026-09-27T04:21:33.031Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: fetch details, run actor, poll for completion, retrieve dataset — no redundant steps.", "timestamp": "2026-09-27T04:21:32.988Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor run returned RUNNING on the first call-actor response, and the agent correctly polled with get-actor-run to wait for completion before fetching results.", "timestamp": "2026-09-27T04:21:32.885Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 9 numbers in the answer were found in Actor output; however, the agent reported play counts for ranks 1, 2, 4, 5, 6, 7, 8 (e.g., 4,400,000; 3,700,000; 1,000,000; 626,800; 564,300; 512,600) that do NOT appear in the dataset preview, while the preview only shows items like 486,400 and 453,800 which do appear in the answer. The grounded check says PASS for 9 numbers found, but several top-ranked entries with very high play counts (4.4M, 3.7M, 1M, 626K, 564K, 512K) are not visible in the truncated preview — the agent saw the full result so these may be legitimate.", "timestamp": "2026-09-27T04:21:32.555Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries:[\"protein coffee recipe\"], searchSection:\"/video\", and resultsPerPage:100, which are well-formed inputs matching the Actor's schema for video search.", "timestamp": "2026-09-27T04:21:32.513Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running clockworks/tiktok-scraper and retrieving results.", "timestamp": "2026-09-27T04:21:32.481Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:02:26.972Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-09-27T04:02:26.935Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 9 numbers found in Actor output", "timestamp": "2026-09-27T04:02:26.901Z", "metadata": {} }, "check.plays": { "value": 1, "stringValue": null, "comment": "PASS (warn): 100 items ok", "timestamp": "2026-09-27T04:02:26.861Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:02:26.822Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-scraper", "timestamp": "2026-09-27T04:02:26.744Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-09-27T04:02:26.669Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 10 videos with play counts sorted by most plays; the grounded check confirms numbers are from Actor output, and the run succeeded with 100 dataset items, fulfilling the task requirement." }, { "scenarioId": "youtube-scraper-discovery-espresso", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:00:46.102Z", "day": "2026-09-27", "traceId": "41cedbc010ad43134fde2e3d4955c42c", "observationId": "791730c1d8e2686a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/41cedbc010ad43134fde2e3d4955c42c?observation=791730c1d8e2686a", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "find", "title": "youtube / find / espresso", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent delivered a ranked table of 10 videos with titles, view counts, and channel names from the last month, sourced from actual dataset results, and ended with 'Actor: streamers/youtube-scraper' as required.", "timestamp": "2026-09-27T04:21:33.029Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent delivered a ranked table of 10 videos with titles, view counts, and channel names from the last month, sourced from actual dataset results, and ended with 'Actor: streamers/youtube-scraper' as required.", "timestamp": "2026-09-27T04:21:32.988Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: streamers/youtube-scraper", "timestamp": "2026-09-27T04:21:32.888Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-27T04:21:32.571Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:21:32.504Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent found the correct actor, used appropriate inputs, retrieved and reported real data, and fulfilled all task requirements including the required actor attribution line.", "timestamp": "2026-09-27T04:21:32.462Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a ranked table of 10 videos with titles, view counts, and channel names from the last month, sourced from actual dataset results, and ended with 'Actor: streamers/youtube-scraper' as required.", "timestamp": "2026-09-27T04:21:32.422Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search calls (first with 'YouTube videos', then 'YouTube') before finding the right actor, adding one extra search step, but then proceeded efficiently through fetch-actor-details, call-actor, and get-dataset-items.", "timestamp": "2026-09-27T04:21:32.389Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from the run (datasetId=8fPiHxxGVDISopMuZ) and directly reported the titles, view counts, and channel names from the returned 10 items in its final answer.", "timestamp": "2026-09-27T04:21:32.353Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with searchQueries=['home espresso machines'], maxResults=10, dateFilter='month', and sortingOrder='views' — all appropriate parameters for finding the most-viewed videos about home espresso machines in the last month.", "timestamp": "2026-09-27T04:21:32.314Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used streamers/youtube-scraper, the intended actor for scraping YouTube video data including view counts and channel names.", "timestamp": "2026-09-27T04:21:32.273Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:01:40.778Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-27T04:01:40.737Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:01:40.637Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"streamers/youtube-scraper\"", "timestamp": "2026-09-27T04:01:40.597Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-scraper", "timestamp": "2026-09-27T04:01:40.522Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent delivered a ranked table of 10 videos with titles, view counts, and channel names from the last month, sourced from actual dataset results, and ended with 'Actor: streamers/youtube-scraper' as required." }, { "scenarioId": "youtube-scraper-usage-espresso-engagement", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:00:46.102Z", "day": "2026-09-27", "traceId": "deb94846c4946ab38d77d52e9480d1ba", "observationId": "be67d9c443e5352d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/deb94846c4946ab38d77d52e9480d1ba?observation=be67d9c443e5352d", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "use", "title": "youtube / use / espresso-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported views, likes, and comment counts for all 5 videos in a clear table, fulfilling the task requirements with grounded data.", "timestamp": "2026-09-27T04:21:31.742Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported views, likes, and comment counts for all 5 videos in a clear table, fulfilling the task requirements with grounded data.", "timestamp": "2026-09-27T04:21:31.701Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-27T04:21:31.664Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:21:31.582Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the correct actor was used, inputs were well-formed, results were grounded, and the final answer fully addressed the task.", "timestamp": "2026-09-27T04:21:31.540Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-27T04:21:31.496Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported views, likes, and comment counts for all 5 videos in a clear table, fulfilling the task requirements with grounded data.", "timestamp": "2026-09-27T04:21:31.442Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, call actor, retrieve dataset items — no redundant calls.", "timestamp": "2026-09-27T04:21:31.408Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 13 numbers in the final answer were found in the Actor output, so the agent used real retrieved data.", "timestamp": "2026-09-27T04:21:31.368Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries=[\"home espresso machine review\"] and maxResults=5, which are the correct fields per the input schema.", "timestamp": "2026-09-27T04:21:31.284Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with streamers/youtube-scraper, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-27T04:21:31.196Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:01:46.827Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-27T04:01:46.790Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 13 numbers found in Actor output", "timestamp": "2026-09-27T04:01:46.749Z", "metadata": {} }, "check.engagementFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-09-27T04:01:46.698Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-09-27T04:01:46.664Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-09-27T04:01:46.625Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:01:46.591Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-scraper", "timestamp": "2026-09-27T04:01:46.550Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-09-27T04:01:46.504Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported views, likes, and comment counts for all 5 videos in a clear table, fulfilling the task requirements with grounded data." }, { "scenarioId": "tiktok-scraper-discovery-cleantok", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:00:46.102Z", "day": "2026-09-27", "traceId": "dab8644a39d3624cc8dae457868a45be", "observationId": "3ad9c2aec51279f2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/dab8644a39d3624cc8dae457868a45be?observation=3ad9c2aec51279f2", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "find", "title": "tiktok / find / cleantok", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-09-27T04:21:36.035Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-09-27T04:21:35.921Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "clockworks/tiktok-hashtag-scraper", "comment": "Actors the agent ran: clockworks/tiktok-hashtag-scraper", "timestamp": "2026-09-27T04:21:35.888Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-27T04:21:35.849Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:21:35.802Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-09-27T04:21:35.766Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent pulled 20 #cleantok videos, summarized trending content themes with real engagement data, and ended with 'Actor: clockworks/tiktok-hashtag-scraper' — but the namedActor check FAILs because the expected actor was clockworks/tiktok-scraper, and the rightActor check also FAILs. The task asked for the actor used, and the agent correctly named what it used, but the wrong actor was selected.", "timestamp": "2026-09-27T04:21:35.732Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: search, fetch details, run actor, get results — a direct and efficient path with no redundant calls.", "timestamp": "2026-09-27T04:21:35.687Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and used real engagement numbers (53.4M plays, 5.2M likes for @theorganizedaddict; 11.4M views for @thecleaningcorner) directly from the retrieved data in its summary.", "timestamp": "2026-09-27T04:21:35.610Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called clockworks/tiktok-hashtag-scraper with {hashtags: ['cleantok'], resultsPerPage: 20}, which are well-formed inputs matching the schema's required 'hashtags' array field and correctly limiting to 20 results.", "timestamp": "2026-09-27T04:21:35.554Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for 'TikTok hashtag' actors and found clockworks/tiktok-hashtag-scraper, which is a sibling of the intended clockworks/tiktok-scraper. The rightActor check is FAIL because the intended actor was clockworks/tiktok-scraper, not the hashtag-specific sibling.", "timestamp": "2026-09-27T04:21:35.519Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:01:34.234Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-27T04:01:34.190Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:01:34.146Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-scraper\"", "timestamp": "2026-09-27T04:01:34.020Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-09-27T04:01:33.879Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "clockworks/tiktok-hashtag-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper" }, { "scenarioId": "tiktok-profile-scraper-usage-apifylife-latest-five", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:01:34.496Z", "day": "2026-09-27", "traceId": "d45ddcbae339c4e6e3aaffa975593aeb", "observationId": "cd31f920443cbd90", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d45ddcbae339c4e6e3aaffa975593aeb?observation=cd31f920443cbd90", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "use", "title": "tiktok-profile / use / apifylife-latest-five", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer correctly reports 192 followers and lists all 5 most recent videos with their play counts (785, 459, 357, 735, 15200), all grounded in the retrieved data.", "timestamp": "2026-09-27T04:21:22.340Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer correctly reports 192 followers and lists all 5 most recent videos with their play counts (785, 459, 357, 735, 15200), all grounded in the retrieved data.", "timestamp": "2026-09-27T04:21:22.296Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-27T04:21:22.260Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:21:22.226Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor selected, proper inputs used, results fully utilized, efficient plan, and complete accurate answer delivered.", "timestamp": "2026-09-27T04:21:22.189Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-27T04:21:22.131Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer correctly reports 192 followers and lists all 5 most recent videos with their play counts (785, 459, 357, 735, 15200), all grounded in the retrieved data.", "timestamp": "2026-09-27T04:21:22.077Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run the actor, retrieve dataset items — no redundant calls or retries.", "timestamp": "2026-09-27T04:21:22.017Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 13 numbers in the final answer were found in the Actor output, and the agent directly used dataset fields like authorMeta.fans, playCount, createTimeISO, and text from the retrieved items.", "timestamp": "2026-09-27T04:21:21.915Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called clockworks/tiktok-profile-scraper with profiles=['apifylife'] and resultsPerPage=5, which matches the task requirements and passed all deterministic input checks.", "timestamp": "2026-09-27T04:21:21.854Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with clockworks/tiktok-profile-scraper, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-09-27T04:21:21.802Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:02:18.563Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-27T04:02:18.505Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 13 numbers found in Actor output", "timestamp": "2026-09-27T04:02:18.465Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-09-27T04:02:18.425Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-09-27T04:02:18.385Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsPerPage", "timestamp": "2026-09-27T04:02:18.345Z", "metadata": {} }, "check.profileInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): profiles[0]", "timestamp": "2026-09-27T04:02:18.306Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:02:18.267Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-09-27T04:02:18.224Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer correctly reports 192 followers and lists all 5 most recent videos with their play counts (785, 459, 357, 735, 15200), all grounded in the retrieved data." }, { "scenarioId": "tiktok-profile-scraper-discovery-apifylife-followers", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:01:40.814Z", "day": "2026-09-27", "traceId": "8a03a9603bae9d79d72154cd159403f2", "observationId": "371a983a0d7f288e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8a03a9603bae9d79d72154cd159403f2?observation=371a983a0d7f288e", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "find", "title": "tiktok-profile / find / apifylife-followers", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides the follower count (192) and all 5 most recent videos with captions, URLs, likes, and dates, all grounded in retrieved data, and ends with the required 'Actor: clockworks/tiktok-profile-scraper' line.", "timestamp": "2026-09-27T04:21:23.633Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides the follower count (192) and all 5 most recent videos with captions, URLs, likes, and dates, all grounded in retrieved data, and ends with the required 'Actor: clockworks/tiktok-profile-scraper' line.", "timestamp": "2026-09-27T04:21:23.567Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-profile-scraper", "timestamp": "2026-09-27T04:21:23.532Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-27T04:21:23.492Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:21:23.459Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly selected the right actor, used proper inputs, utilized the retrieved data accurately, and delivered a complete answer satisfying all task requirements.", "timestamp": "2026-09-27T04:21:23.423Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides the follower count (192) and all 5 most recent videos with captions, URLs, likes, and dates, all grounded in retrieved data, and ends with the required 'Actor: clockworks/tiktok-profile-scraper' line.", "timestamp": "2026-09-27T04:21:23.377Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search calls (first for 'TikTok videos', then for 'TikTok') before finding the profile scraper, which was a minor inefficiency, but then proceeded directly to fetch-actor-details, call-actor, and get-dataset-items without any wasted steps.", "timestamp": "2026-09-27T04:21:23.311Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly used the authorMeta.fans=192 for follower count and the text/webVideoUrl/diggCount/createTimeISO fields for the 5 videos in its final answer.", "timestamp": "2026-09-27T04:21:23.271Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with profiles=['apifylife'], profileScrapeSections=['videos'], profileSorting='latest', resultsPerPage=5 — all valid and appropriate inputs matching the schema requirements.", "timestamp": "2026-09-27T04:21:23.233Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified clockworks/tiktok-profile-scraper as the right tool for a single profile lookup, confirmed by the deterministic rightActor check passing.", "timestamp": "2026-09-27T04:21:23.191Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:03:02.459Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-27T04:03:02.424Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{2,}/", "timestamp": "2026-09-27T04:03:02.387Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:03:02.318Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-profile-scraper\"", "timestamp": "2026-09-27T04:03:02.282Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-09-27T04:03:02.204Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides the follower count (192) and all 5 most recent videos with captions, URLs, likes, and dates, all grounded in retrieved data, and ends with the required 'Actor: clockworks/tiktok-profile-scraper' line." }, { "scenarioId": "tiktok-comments-scraper-usage-top-level-only", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:01:47.100Z", "day": "2026-09-27", "traceId": "2b141c05415d314b453a705e26d06045", "observationId": "e631c76dcff4d7b5", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2b141c05415d314b453a705e26d06045?observation=e631c76dcff4d7b5", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "use", "title": "tiktok-comments / use / top-level-only", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent successfully retrieved 20 top-level comments and correctly reported the 5 with the most likes with accurate like counts and comment text, fully completing the task.", "timestamp": "2026-09-27T04:21:19.415Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent successfully retrieved 20 top-level comments and correctly reported the 5 with the most likes with accurate like counts and comment text, fully completing the task.", "timestamp": "2026-09-27T04:21:19.371Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-27T04:21:19.329Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:21:19.293Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The cap warning (commentsPerPost undefined) is minor since topLevelCommentsPerPost=20 achieved the same result of limiting to 20 top-level comments, and the task was completed correctly.", "timestamp": "2026-09-27T04:21:19.258Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-27T04:21:19.223Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent successfully retrieved 20 top-level comments and correctly reported the 5 with the most likes with accurate like counts and comment text, fully completing the task.", "timestamp": "2026-09-27T04:21:19.185Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run actor, retrieve results — no redundant calls.", "timestamp": "2026-09-27T04:21:19.150Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved all 20 dataset items and correctly sorted by diggCount to identify the top 5 comments, with all numbers verified as grounded (grounded check PASS).", "timestamp": "2026-09-27T04:21:19.115Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used topLevelCommentsPerPost=20 and maxRepliesPerComment=0, which correctly limits to top-level comments without replies; however, the deterministic check shows cap FAIL because commentsPerPost was not set (left undefined), though topLevelCommentsPerPost=20 was used instead as a valid alternative parameter.", "timestamp": "2026-09-27T04:21:19.077Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with clockworks/tiktok-comments-scraper, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-09-27T04:21:19.035Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:02:31.189Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-27T04:02:31.152Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 22 numbers found in Actor output", "timestamp": "2026-09-27T04:02:31.117Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-09-27T04:02:31.080Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-09-27T04:02:31.044Z", "metadata": {} }, "check.noReplies": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxRepliesPerComment", "timestamp": "2026-09-27T04:02:31.009Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): clockworks/tiktok-comments-scraper: commentsPerPost = undefined (expected lte 20)", "timestamp": "2026-09-27T04:02:30.967Z", "metadata": {} }, "check.videoUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): postURLs[0]", "timestamp": "2026-09-27T04:02:30.934Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:02:30.891Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-09-27T04:02:30.855Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "PASS: The agent successfully retrieved 20 top-level comments and correctly reported the 5 with the most likes with accurate like counts and comment text, fully completing the task." }, { "scenarioId": "tiktok-comments-scraper-discovery-video-top-comments", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:02:13.530Z", "day": "2026-09-27", "traceId": "e71a528dabb17e2571888a7ad94da006", "observationId": "ffb8a8ed5e538f48", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e71a528dabb17e2571888a7ad94da006?observation=ffb8a8ed5e538f48", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "find", "title": "tiktok-comments / find / video-top-comments", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent provided the 5 most-liked comments with their like counts and text drawn from the retrieved data, and ended with 'Actor: clockworks/tiktok-comments-scraper' as required; the run was still RUNNING but 100 items were already collected and used.", "timestamp": "2026-09-27T04:21:13.109Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent provided the 5 most-liked comments with their like counts and text drawn from the retrieved data, and ended with 'Actor: clockworks/tiktok-comments-scraper' as required; the run was still RUNNING but 100 items were already collected and used.", "timestamp": "2026-09-27T04:21:13.065Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-comments-scraper", "timestamp": "2026-09-27T04:21:13.027Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-27T04:21:12.987Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:21:12.948Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly selected the right Actor, used proper inputs, utilized the retrieved data accurately, and delivered a complete answer matching the task requirements.", "timestamp": "2026-09-27T04:21:12.909Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent provided the 5 most-liked comments with their like counts and text drawn from the retrieved data, and ended with 'Actor: clockworks/tiktok-comments-scraper' as required; the run was still RUNNING but 100 items were already collected and used.", "timestamp": "2026-09-27T04:21:12.869Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search-actors, fetch-actor-details, call-actor, and get-dataset-items — a direct and efficient path with no redundant calls.", "timestamp": "2026-09-27T04:21:12.832Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run returned RUNNING status after 30 seconds, but the agent proceeded to fetch the dataset which already had 100 items and used that data without waiting for full completion; this is a minor issue but the data was usable.", "timestamp": "2026-09-27T04:21:12.800Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 100 dataset items and correctly sorted them by diggCount to identify the top 5 most-liked comments, all of which appear in the tool result preview.", "timestamp": "2026-09-27T04:21:12.764Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct video URL in postURLs and set commentsPerPost to 100, which are well-formed inputs matching the Actor's schema.", "timestamp": "2026-09-27T04:21:12.723Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used clockworks/tiktok-comments-scraper, which is the intended Actor for extracting TikTok comments.", "timestamp": "2026-09-27T04:21:12.682Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:03:10.241Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-27T04:03:10.204Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-09-27T04:03:10.170Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): clockworks/tiktok-comments-scraper run 5yRPk3sUSpFvXL2Jj: RUNNING", "timestamp": "2026-09-27T04:03:10.131Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-comments-scraper\"", "timestamp": "2026-09-27T04:03:10.059Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-09-27T04:03:10.001Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "PASS: The agent provided the 5 most-liked comments with their like counts and text drawn from the retrieved data, and ended with 'Actor: clockworks/tiktok-comments-scraper' as required; the run was still RUNNING but 100 items were already collected and used." }, { "scenarioId": "indeed-scraper-usage-swe-skills", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:02:18.603Z", "day": "2026-09-27", "traceId": "25eb9a2031ab66fc71e706cb43d46807", "observationId": "5f95bb2f6a05a0ad", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/25eb9a2031ab66fc71e706cb43d46807?observation=5f95bb2f6a05a0ad", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "use", "title": "indeed / use / swe-skills", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 20 job postings and reported the 5 most common skills (Python, React, REST APIs, TypeScript, JavaScript) with mention counts grounded in the retrieved descriptions, fulfilling the task.", "timestamp": "2026-09-27T04:21:14.162Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 20 job postings and reported the 5 most common skills (Python, React, REST APIs, TypeScript, JavaScript) with mention counts grounded in the retrieved descriptions, fulfilling the task.", "timestamp": "2026-09-27T04:21:14.125Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-27T04:21:14.081Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:21:13.781Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The cap warning from the harness is a naming mismatch (harness checked for 'maxItems' but the actor's schema field is 'maxItemsPerSearch' which the agent correctly used), and the task was completed successfully.", "timestamp": "2026-09-27T04:21:13.582Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-27T04:21:13.360Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 job postings and reported the 5 most common skills (Python, React, REST APIs, TypeScript, JavaScript) with mention counts grounded in the retrieved descriptions, fulfilling the task.", "timestamp": "2026-09-27T04:21:13.321Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: fetch schema, run actor, get dataset items, read file — no redundant calls or unnecessary detours.", "timestamp": "2026-09-27T04:21:13.267Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When get-dataset-items returned an error about exceeding token limits and redirected to a file, the agent immediately used the Read tool to access the saved file, successfully recovering.", "timestamp": "2026-09-27T04:21:13.228Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the full dataset file from disk after the get-dataset-items result was too large, and the final answer references specific companies (American Airlines, Deloitte, Prodapt) and skill counts grounded in the retrieved descriptions.", "timestamp": "2026-09-27T04:21:13.188Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed position='software engineer', maxItemsPerSearch=20, country='US' to the actor, which is well-formed; however the deterministic check flags that maxItems was undefined (the field is actually maxItemsPerSearch=20 which was set correctly, but the harness check for 'maxItems' failed — the agent used the correct schema field name).", "timestamp": "2026-09-27T04:21:13.154Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, and Read — all appropriate tools for the task of scraping and analyzing job postings.", "timestamp": "2026-09-27T04:21:13.081Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:03:22.884Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-09-27T04:03:22.847Z", "metadata": {} }, "check.descriptions": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-09-27T04:03:22.810Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-09-27T04:03:22.772Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): misceres/indeed-scraper: maxItems = undefined (expected lte 20)", "timestamp": "2026-09-27T04:03:22.735Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:03:22.693Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used misceres/indeed-scraper", "timestamp": "2026-09-27T04:03:22.621Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-09-27T04:03:22.534Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "PASS: The agent retrieved 20 job postings and reported the 5 most common skills (Python, React, REST APIs, TypeScript, JavaScript) with mention counts grounded in the retrieved descriptions, fulfilling the task." }, { "scenarioId": "indeed-scraper-discovery-denver-marketing", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:02:27.031Z", "day": "2026-09-27", "traceId": "53f82b5fa3eb62020616f164863e3247", "observationId": "07d31c5efbeffbd1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/53f82b5fa3eb62020616f164863e3247?observation=07d31c5efbeffbd1", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "find", "title": "indeed / find / denver-marketing", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used curious_coder/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-09-27T04:21:09.309Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used curious_coder/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-09-27T04:21:09.215Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "curious_coder/indeed-scraper", "comment": "Actors the agent ran: curious_coder/indeed-scraper", "timestamp": "2026-09-27T04:21:09.179Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-27T04:21:09.142Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:21:09.110Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used curious_coder/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-09-27T04:21:09.072Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered a table of 10 Indeed postings with salary and company ratings for Denver, CO marketing coordinator benchmarking, and ended with 'Actor: curious_coder/indeed-scraper' as required, but used the wrong actor (curious_coder instead of misceres) and the namedActor check failed.", "timestamp": "2026-09-27T04:21:09.036Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: search actors, fetch details, call actor, get dataset items — no redundant calls or backtracking.", "timestamp": "2026-09-27T04:21:08.997Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items and accurately presented salary ranges, company ratings, and review counts from the actual dataset fields in its final answer.", "timestamp": "2026-09-27T04:21:08.964Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input used country='us', query='marketing coordinator', location='Denver, CO', radiusKm=50, count=10 — all well-formed and sensible for the task.", "timestamp": "2026-09-27T04:21:08.929Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for discovering and running an Indeed scraper. However, it selected curious_coder/indeed-scraper instead of the intended misceres/indeed-scraper (rightActor: FAIL).", "timestamp": "2026-09-27T04:21:08.885Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:03:03.480Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-27T04:03:03.444Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:03:03.404Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"misceres/indeed-scraper\"", "timestamp": "2026-09-27T04:03:03.364Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used curious_coder/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-09-27T04:03:03.324Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "curious_coder/indeed-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used curious_coder/indeed-scraper; expected misceres/indeed-scraper" }, { "scenarioId": "amazon-reviews-scraper-usage-helpful-thirty", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:02:31.224Z", "day": "2026-09-27", "traceId": "402569f8e15869f72a2c37165a79bd22", "observationId": "e6cb72515a8d7e30", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/402569f8e15869f72a2c37165a79bd22?observation=e6cb72515a8d7e30", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "use", "title": "amazon-reviews / use / helpful-thirty", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-09-27T04:21:10.768Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-09-27T04:21:10.669Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-27T04:21:10.632Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-27T04:21:10.596Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED; check productUrl: junglee/amazon-reviews-scraper: productUrls[0].url = undefined (expected regex \"B0CWXNS552\")", "timestamp": "2026-09-27T04:21:10.559Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-27T04:21:10.528Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered 3 complaints and 3 praises grounded in actual review data, though only 10 reviews were retrieved instead of the requested 30 due to free tier limits, and the agent transparently noted this limitation.", "timestamp": "2026-09-27T04:21:10.489Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one unnecessary failed call due to incorrect input format before correcting it, adding one extra round-trip, but otherwise the plan was direct: fetch schema, call actor, retrieve items, summarize.", "timestamp": "2026-09-27T04:21:10.450Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with a validation error about 'must be object', the agent correctly diagnosed the issue and reformatted productUrls from a string array to an array of objects with 'url' keys, successfully running the actor on the second attempt.", "timestamp": "2026-09-27T04:21:10.412Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the 10 dataset items and grounded its summary in actual review content from the retrieved data, citing specific details like remote area limitations, speaker volume, and precision finding features that appear in the reviews.", "timestamp": "2026-09-27T04:21:10.372Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call used productUrls as a plain string array instead of an array of objects with 'url' property, causing CALL-FAILED; the second call correctly used [{\"url\": \"https://www.amazon.com/dp/B0CWXNS552\"}] with maxReviews=30 and sort='helpful', which succeeded.", "timestamp": "2026-09-27T04:21:10.327Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-reviews-scraper, which is the exact actor named in the prompt.", "timestamp": "2026-09-27T04:21:10.282Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:03:29.898Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, productUrl", "timestamp": "2026-09-27T04:03:29.867Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-09-27T04:03:29.828Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-27T04:03:29.795Z", "metadata": {} }, "check.sortHelpful": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): sort", "timestamp": "2026-09-27T04:03:29.757Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxReviews", "timestamp": "2026-09-27T04:03:29.721Z", "metadata": {} }, "check.productUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper: productUrls[0].url = undefined (expected regex \"B0CWXNS552\")", "timestamp": "2026-09-27T04:03:29.686Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-09-27T04:03:29.586Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-09-27T04:03:29.506Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "productUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED" }, { "scenarioId": "amazon-reviews-scraper-discovery-product-complaints", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:02:49.666Z", "day": "2026-09-27", "traceId": "7a20440cbff93362e8af345a3c5bd4d6", "observationId": "08e3a6cb7491657b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7a20440cbff93362e8af345a3c5bd4d6?observation=08e3a6cb7491657b", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "find", "title": "amazon-reviews / find / product-complaints", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-09-27T04:21:03.337Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-09-27T04:21:03.215Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: junglee/amazon-reviews-scraper", "timestamp": "2026-09-27T04:21:03.177Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-27T04:21:03.132Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-27T04:21:03.098Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "The actor returned a status message '✅ Here are your 10 Amazon reviews. To access more reviews in a single run, upgrade to the Starter plan.' indicating only 10 of the requested 30 were returned due to plan limits. The agent did not surface this limitation clearly to the user and presented the summary as if it were based on 30 reviews, leading to an incomplete task completion.", "timestamp": "2026-09-27T04:21:03.060Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task asked for 30 most helpful reviews but the actor only returned 10 (plan limitation noted in status message); the agent summarized based on only 10 reviews without clearly flagging this shortfall to the user, and the answer says '30 most helpful reviews' in the intro but only retrieved 10.", "timestamp": "2026-09-27T04:21:03.024Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: search, fetch-details, one failed call, one corrected call, and get-dataset-items — a reasonably direct path with only one retry due to input format error.", "timestamp": "2026-09-27T04:21:02.988Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'must be object' validation error, the agent immediately corrected the productUrls format from a string array to an object array and resubmitted successfully.", "timestamp": "2026-09-27T04:21:02.950Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the dataset items and directly cited review content (e.g., quiet speaker, remote area limitations, easy setup) from the actual scraped reviews in its summary.", "timestamp": "2026-09-27T04:21:02.908Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call passed productUrls as a plain string array which failed validation; the agent then corrected it to the required object format [{\"url\": \"...\"}] with maxReviews=30 and sort=\"helpful\", which succeeded.", "timestamp": "2026-09-27T04:21:02.864Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-reviews-scraper, the intended actor for extracting Amazon product reviews.", "timestamp": "2026-09-27T04:21:02.796Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:04:00.388Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-27T04:04:00.317Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-09-27T04:04:00.280Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-reviews-scraper\"", "timestamp": "2026-09-27T04:04:00.248Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-09-27T04:04:00.174Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "amazon-crawler-usage-earbuds-search-url", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:03:02.489Z", "day": "2026-09-27", "traceId": "ced94630e2495e17e473b191ef7c3bd2", "observationId": "f18c004427221adf", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ced94630e2495e17e473b191ef7c3bd2?observation=f18c004427221adf", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "use", "title": "amazon / use / earbuds-search-url", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-09-27T04:21:01.879Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-09-27T04:21:01.766Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-27T04:21:01.716Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-27T04:21:01.679Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED; check searchUrl: junglee/amazon-crawler: categoryOrProductUrls[0].url = undefined (expected regex \"amazon\\\\.com/s\\\\?k=wireless\\\\+earbuds\")", "timestamp": "2026-09-27T04:21:01.618Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-27T04:21:01.580Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent successfully retrieved and reported 10 products with prices and ratings in a well-formatted table, fulfilling the task requirements.", "timestamp": "2026-09-27T04:21:01.544Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra failed call due to wrong input format, but otherwise the flow was fetch-details → call-actor (failed) → call-actor (fixed) → get-dataset-items, which is reasonably direct given the error recovery needed.", "timestamp": "2026-09-27T04:21:01.505Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with input validation error, the agent correctly identified the issue (URLs need to be objects with 'url' property) and fixed the input format on the second call, which succeeded.", "timestamp": "2026-09-27T04:21:01.450Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the dataset items returned by get-dataset-items (title, price.value, price.currency, stars, reviewsCount, brand) directly in the final answer table without inventing data.", "timestamp": "2026-09-27T04:21:01.415Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call passed categoryOrProductUrls as a plain string array instead of an array of objects with 'url' property, causing CALL-FAILED. The second call correctly used [{\"url\": \"https://www.amazon.com/s?k=wireless+earbuds\"}] with maxItemsPerStartUrl:10, which succeeded.", "timestamp": "2026-09-27T04:21:01.377Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-crawler, fetched actor details first, then called the actor and retrieved dataset items - all appropriate tools for the task.", "timestamp": "2026-09-27T04:21:01.338Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:04:00.576Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, searchUrl", "timestamp": "2026-09-27T04:04:00.509Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-09-27T04:04:00.476Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-27T04:04:00.394Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-27T04:04:00.354Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxItemsPerStartUrl", "timestamp": "2026-09-27T04:04:00.318Z", "metadata": {} }, "check.searchUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler: categoryOrProductUrls[0].url = undefined (expected regex \"amazon\\\\.com/s\\\\?k=wireless\\\\+earbuds\")", "timestamp": "2026-09-27T04:04:00.284Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-09-27T04:04:00.249Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-crawler", "timestamp": "2026-09-27T04:04:00.154Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "searchUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED" }, { "scenarioId": "amazon-crawler-discovery-wireless-earbuds", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:03:03.511Z", "day": "2026-09-27", "traceId": "6631f657ee44fb13aa81dc450080a288", "observationId": "4c42751f01c07013", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6631f657ee44fb13aa81dc450080a288?observation=4c42751f01c07013", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "find", "title": "amazon / find / wireless-earbuds", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned 10 wireless earbuds with prices and ratings from actual scraped data, matching the task requirement, and included the required 'Actor: junglee/amazon-crawler' line at the end.", "timestamp": "2026-09-27T04:20:57.801Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned 10 wireless earbuds with prices and ratings from actual scraped data, matching the task requirement, and included the required 'Actor: junglee/amazon-crawler' line at the end.", "timestamp": "2026-09-27T04:20:57.755Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: junglee/Amazon-crawler", "timestamp": "2026-09-27T04:20:57.716Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-27T04:20:57.672Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:20:57.639Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first call-actor invocation passed categoryOrProductUrls as a plain string array [\"https://...\"] instead of the required object array [{\"url\": \"https://...\"}], causing a CALL-FAILED run. The agent had to retry with the correct format.", "timestamp": "2026-09-27T04:20:57.604Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned 10 wireless earbuds with prices and ratings from actual scraped data, matching the task requirement, and included the required 'Actor: junglee/amazon-crawler' line at the end.", "timestamp": "2026-09-27T04:20:57.567Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: search-actors, fetch-actor-details, one failed call-actor, one successful call-actor, and get-dataset-items — a reasonable path with only one retry needed due to input format correction.", "timestamp": "2026-09-27T04:20:57.526Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call-actor failed with input validation error (CALL-FAILED), the agent correctly diagnosed the issue and reformatted the URL input as an object array, resulting in a successful second run.", "timestamp": "2026-09-27T04:20:57.491Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from the actual run (datasetId 5M0Dfz8P7UFNdEULm) and presented the real product titles, prices, ratings, and review counts directly from the tool results.", "timestamp": "2026-09-27T04:20:57.407Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed due to incorrect input format (plain string URL instead of object with 'url' key); the agent corrected this on the second call using [{\"url\": \"...\"}] format which succeeded.", "timestamp": "2026-09-27T04:20:57.363Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/Amazon-crawler, the intended actor for Amazon product scraping, confirmed by the rightActor PASS check.", "timestamp": "2026-09-27T04:20:57.273Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:04:00.703Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-27T04:04:00.662Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-09-27T04:04:00.632Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): junglee/Amazon-crawler run : CALL-FAILED", "timestamp": "2026-09-27T04:04:00.576Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-crawler\"", "timestamp": "2026-09-27T04:04:00.542Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/Amazon-crawler", "timestamp": "2026-09-27T04:04:00.508Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "PASS: The agent returned 10 wireless earbuds with prices and ratings from actual scraped data, matching the task requirement, and included the required 'Actor: junglee/amazon-crawler' line at the end." }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:03:10.276Z", "day": "2026-09-27", "traceId": "31302d4a37cf071406a69800d38897c5", "observationId": "18cd49138cbfee8b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/31302d4a37cf071406a69800d38897c5?observation=18cd49138cbfee8b", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-09-27T04:20:59.165Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-09-27T04:20:59.067Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-27T04:20:59.028Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:20:58.988Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-09-27T04:20:58.952Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "10 tool calls valid", "timestamp": "2026-09-27T04:20:58.910Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The crawl did not stay within the platform section (sectionFilter FAIL), saveHtml was not properly set (saveHtml FAIL), 13 items exceeded the 10-page cap (items FAIL), and 3 runs were made instead of at most 2 (ranOk FAIL), so the task requirements were not properly fulfilled despite the agent reporting success.", "timestamp": "2026-09-27T04:20:58.877Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "Three Actor runs were made (one failed, one returned only 1 page, one succeeded with 12 items) when ideally one correct run would suffice; the deterministic check confirms 3 runs where at most 2 were expected.", "timestamp": "2026-09-27T04:20:58.840Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the first call failed due to wrong glob format, the agent correctly identified the issue and fixed the format in the second call; however, the third call dropped the includeUrlGlobs entirely, leading to pages outside the platform section being crawled.", "timestamp": "2026-09-27T04:20:58.807Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and key-value store records and used the actual URLs, titles, and HTML content from those results in its final report.", "timestamp": "2026-09-27T04:20:58.767Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call used saveHtmlAsFile (valid) but had wrong glob format (strings instead of objects), causing a CALL-FAILED. The second call fixed the glob format but the third call dropped includeUrlGlobs entirely and also used saveHtmlAsFile instead of saveHtml=true, meaning the section filter (sectionFilter) and saveHtml checks both FAIL per deterministic checks.", "timestamp": "2026-09-27T04:20:58.727Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected apify/website-content-crawler and used appropriate supporting tools (fetch-actor-details, call-actor, get-dataset-items, get-key-value-store-record, get-actor-run) for the task.", "timestamp": "2026-09-27T04:20:58.689Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:06:41.508Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-09-27T04:06:41.474Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 13 items, expected at most 10", "timestamp": "2026-09-27T04:06:41.440Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml = undefined (expected equals true); apify/website-content-crawler: saveHtml = undefined (expected equals true); apify/website-content-crawler: saveHtml = undefined (expected equals true)", "timestamp": "2026-09-27T04:06:41.402Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs = undefined (expected exists undefined)", "timestamp": "2026-09-27T04:06:41.364Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 3 run(s): maxCrawlPages", "timestamp": "2026-09-27T04:06:41.326Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): startUrls[0].url", "timestamp": "2026-09-27T04:06:41.287Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 3 Actor run(s), expected at most 2", "timestamp": "2026-09-27T04:06:41.248Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-09-27T04:06:41.211Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter", "ranOk" ], "judgeComment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:03:22.918Z", "day": "2026-09-27", "traceId": "6671bee6aed44c3a4b493f079457e2e3", "observationId": "c0d1563ed5d4fe0d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6671bee6aed44c3a4b493f079457e2e3?observation=c0d1563ed5d4fe0d", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used alaricus/rag-docs-markdown-scraper; expected apify/website-content-crawler", "timestamp": "2026-09-27T04:20:50.420Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used alaricus/rag-docs-markdown-scraper; expected apify/website-content-crawler", "timestamp": "2026-09-27T04:20:50.320Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "alaricus/rag-docs-markdown-scraper", "comment": "Actors the agent ran: alaricus/rag-docs-markdown-scraper", "timestamp": "2026-09-27T04:20:50.283Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-27T04:20:50.247Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:20:50.212Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used alaricus/rag-docs-markdown-scraper; expected apify/website-content-crawler", "timestamp": "2026-09-27T04:20:50.177Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent used the wrong Actor (alaricus/rag-docs-markdown-scraper instead of apify/website-content-crawler), the start URL and page cap were not correctly registered per the harness checks, and the final answer reports 14 pages rather than the 20 requested, failing to fully meet the task requirements.", "timestamp": "2026-09-27T04:20:50.143Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran three searches before settling on an Actor, which added some overhead, but the overall path was reasonably direct with no pointless repetition after finding the Actor.", "timestamp": "2026-09-27T04:20:50.108Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the dataset items returned by get-dataset-items to report real titles (e.g., 'Web scraping basics for JavaScript devs') rather than inventing them, so retrieved data was genuinely used.", "timestamp": "2026-09-27T04:20:50.075Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed start_urls with the correct URL and max_pages=20, but the deterministic checks show startUrls[0].url=undefined and maxCrawlPages=undefined, meaning the input fields did not map correctly to the Actor's actual schema expectations as verified by the harness.", "timestamp": "2026-09-27T04:20:50.035Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose alaricus/rag-docs-markdown-scraper instead of the intended apify/website-content-crawler; the deterministic check rightActor is FAIL, confirming the wrong Actor was selected despite the correct Actor being discoverable via search.", "timestamp": "2026-09-27T04:20:49.992Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:04:09.820Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, startUrl", "timestamp": "2026-09-27T04:04:09.783Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): alaricus/rag-docs-markdown-scraper: maxCrawlPages = undefined (expected lte 20)", "timestamp": "2026-09-27T04:04:09.749Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: alaricus/rag-docs-markdown-scraper: startUrls[0].url = undefined (expected regex \"docs\\\\.apify\\\\.com/academy\")", "timestamp": "2026-09-27T04:04:09.711Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:04:09.674Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-09-27T04:04:09.594Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used alaricus/rag-docs-markdown-scraper; expected apify/website-content-crawler", "timestamp": "2026-09-27T04:04:09.519Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "alaricus/rag-docs-markdown-scraper", "infraOk": true, "failedChecks": [ "pageCap", "startUrl", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used alaricus/rag-docs-markdown-scraper; expected apify/website-content-crawler" }, { "scenarioId": "web-scraper-usage-coinmarketcap-top-ten", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:03:29.956Z", "day": "2026-09-27", "traceId": "2fb6509348bde2ba94ad01e7da781a0c", "observationId": "5c18c8cf3a23d3ed", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2fb6509348bde2ba94ad01e7da781a0c?observation=5c18c8cf3a23d3ed", "subject": "apify/web-scraper", "owner": "universe", "skill": "use", "title": "web / use / coinmarketcap-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-09-27T04:20:51.032Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-09-27T04:20:50.932Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-27T04:20:50.900Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-27T04:20:50.866Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The agent did not set maxPagesPerCrawl (pageCap FAIL), and the pageFunction extracted an index entry (CoinMarketCap 20 Index) instead of only actual cryptocurrencies, resulting in only 9 valid entries. Setting maxPagesPerCrawl=1 and improving the selector logic in the pageFunction input would fix both issues.", "timestamp": "2026-09-27T04:20:50.828Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-27T04:20:50.793Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 9 cryptocurrencies in the final table (excluding the index entry), not 10 as requested; the scraped data contained 10 entries but one was an index product that the agent excluded, leaving only 9 actual cryptocurrencies listed.", "timestamp": "2026-09-27T04:20:50.670Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: one to fetch actor details, one to run the actor, and two to get dataset items (the second needed because the first field-projected call returned empty objects), which is reasonably efficient with only one minor retry.", "timestamp": "2026-09-27T04:20:50.632Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with field projection returned empty items ({}), so the agent immediately retried without field projection and successfully retrieved the full data.", "timestamp": "2026-09-27T04:20:50.592Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the actual run (datasetId SRk557uuKSlcNtHec) and directly used the returned cryptocurrency names and prices in the final answer.", "timestamp": "2026-09-27T04:20:50.555Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent provided a valid startUrl for coinmarketcap.com, a pageFunction with jQuery injection, and proxy configuration; however, maxPagesPerCrawl was not set (pageCap FAIL), though the input was otherwise well-formed and the run succeeded.", "timestamp": "2026-09-27T04:20:50.521Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used apify/web-scraper (confirmed by rightActor PASS) and appropriate supporting tools (fetch-actor-details, call-actor, get-dataset-items) for the task.", "timestamp": "2026-09-27T04:20:50.481Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:04:32.934Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-27T04:04:32.848Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\$\\s?\\d[\\d,]*\\.\\d{2}/", "timestamp": "2026-09-27T04:04:32.805Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-09-27T04:04:32.768Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/web-scraper: maxPagesPerCrawl = undefined (expected lte 3)", "timestamp": "2026-09-27T04:04:32.732Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): pageFunction", "timestamp": "2026-09-27T04:04:32.693Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-09-27T04:04:32.653Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:04:32.574Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-09-27T04:04:32.487Z", "metadata": {} } }, "verdict": "fail", "fixArea": "input-schema", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "pageCap" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "web-scraper-discovery-waterstones-headless", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:04:00.420Z", "day": "2026-09-27", "traceId": "884b7e1da3f435e893b0f770e38ad1a7", "observationId": "5913b239dff53b2f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/884b7e1da3f435e893b0f770e38ad1a7?observation=5913b239dff53b2f", "subject": "apify/web-scraper", "owner": "universe", "skill": "find", "title": "web / find / waterstones-headless", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-09-27T04:20:45.889Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:20:45.792Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "Both runs returned '403 status code - Request blocked' errors. The error message did not provide actionable guidance on how to bypass Waterstones' bot detection (e.g., suggesting to disable proxy rotation, use residential proxies, or add custom headers). The agent was left guessing at solutions and ran out of time before finding a working configuration.", "timestamp": "2026-09-27T04:20:45.755Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never successfully extracted any product names or prices from Waterstones - both runs failed with 403 errors and 0 dataset items, and the session timed out before a successful extraction. The final answer does not contain any product data or the required 'Actor: apify/web-scraper' line.", "timestamp": "2026-09-27T04:20:45.676Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent did three searches (browser JS, e-commerce products, generic web scraper) before finding apify/web-scraper, which was slightly inefficient, but then proceeded reasonably. The second run attempt was a valid recovery step.", "timestamp": "2026-09-27T04:20:45.640Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "Both runs returned 403 blocked errors; the agent recognized the issue and attempted a second run with useChrome:true and downloadMedia:false, but the session timed out before it could try further approaches like removing the proxy or adjusting headers.", "timestamp": "2026-09-27T04:20:45.602Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items showing 403 errors and used that information to adjust its approach (switching to useChrome:true on the second run), demonstrating it used the retrieved error data.", "timestamp": "2026-09-27T04:20:45.566Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent provided well-formed inputs including startUrls, pageFunction, injectJQuery, proxyConfiguration, maxPagesPerCrawl, and pageLoadTimeoutSecs. The second run also added useChrome:true to try to bypass the 403 block.", "timestamp": "2026-09-27T04:20:45.529Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/web-scraper, the official Apify browser-based scraper that supports JavaScript execution, which is the intended actor for this task.", "timestamp": "2026-09-27T04:20:45.491Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-09-27T04:09:01.114Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor", "timestamp": "2026-09-27T04:09:01.041Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxPagesPerCrawl", "timestamp": "2026-09-27T04:09:01.008Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): pageFunction", "timestamp": "2026-09-27T04:09:00.964Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:09:00.924Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/web-scraper\"", "timestamp": "2026-09-27T04:09:00.878Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-09-27T04:09:00.841Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "namedActor" ], "judgeComment": null }, { "scenarioId": "rag-web-browser-usage-sf-startups-markdown", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:04:00.603Z", "day": "2026-09-27", "traceId": "db1239b1a44a6c736b21fa282512a9d4", "observationId": "45192f50468dd12b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/db1239b1a44a6c736b21fa282512a9d4?observation=45192f50468dd12b", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "use", "title": "rag-web-browser / use / sf-startups-markdown", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-09-27T04:20:44.558Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:20:44.457Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The actor ran successfully and returned 5 items with URLs and markdown content. The agent retrieved the data correctly but the session timed out before it could compile and present the final formatted answer. The failure is in the agent's execution flow - it spent too many iterations trying to format the output (multiple Bash commands to extract summaries) rather than presenting the data it already had from the first successful jq extraction.", "timestamp": "2026-09-27T04:20:44.419Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-27T04:20:44.370Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The session timed out before the agent could produce a final formatted answer; the last message is 'Let me extract better two-line summaries from the markdown content' with no final answer delivered to the user. The deterministic check 'sources (answer.regex): FAIL' confirms no URLs appeared in the final answer.", "timestamp": "2026-09-27T04:20:44.331Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made a reasonable number of calls: fetch-actor-details, call-actor, get-dataset-items, then multiple Bash/Read attempts to handle the oversized result - slightly redundant but necessary given the file size constraint.", "timestamp": "2026-09-27T04:20:44.290Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When get-dataset-items returned a file too large for direct reading, the agent pivoted to using Bash with jq to extract the needed fields from the saved file, successfully recovering from the token limit error.", "timestamp": "2026-09-27T04:20:44.251Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved actual data from the dataset and used jq to extract real titles, URLs, and markdown summaries from the returned items rather than inventing content.", "timestamp": "2026-09-27T04:20:44.208Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/rag-web-browser with query='fastest growing startups in San Francisco 2026', maxResults=5, and outputFormats=['markdown'] - all correct and well-formed inputs matching the schema.", "timestamp": "2026-09-27T04:20:44.165Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to understand the schema, then call-actor with apify/rag-web-browser, and get-dataset-items to retrieve results - all appropriate tools for the task.", "timestamp": "2026-09-27T04:20:44.119Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-09-27T04:09:01.273Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: sources", "timestamp": "2026-09-27T04:09:01.235Z", "metadata": {} }, "check.sources": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /https?:///", "timestamp": "2026-09-27T04:09:01.199Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-09-27T04:09:01.163Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-09-27T04:09:01.127Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): query", "timestamp": "2026-09-27T04:09:01.090Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:09:01.023Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/rag-web-browser", "timestamp": "2026-09-27T04:09:00.988Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "sources" ], "judgeComment": null }, { "scenarioId": "rag-web-browser-discovery-web-search-with-sources", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:04:00.738Z", "day": "2026-09-27", "traceId": "41ab752b7979c4390c1aa869851461e0", "observationId": "f032b80024409c72", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/41ab752b7979c4390c1aa869851461e0?observation=f032b80024409c72", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "find", "title": "rag-web-browser / find / web-search-with-sources", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser", "timestamp": "2026-09-27T04:20:38.923Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser", "timestamp": "2026-09-27T04:20:38.825Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "trovevault/movie-box-office-tracker", "comment": "Actors the agent ran: trovevault/movie-box-office-tracker", "timestamp": "2026-09-27T04:20:38.782Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-27T04:20:38.747Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:20:38.696Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser", "timestamp": "2026-09-27T04:20:38.655Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required fetching live web pages and quoting them with source URLs (https:// links), but the answer contains no source URLs — the deterministic check 'sources' FAILED — and the wrong actor was used instead of apify/rag-web-browser, so the task was not completed as specified.", "timestamp": "2026-09-27T04:20:38.619Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent did two searches (James Bond movies, then box office movies) as instructed, fetched actor details, ran the actor, and retrieved results in a reasonably direct path with no pointless repetition.", "timestamp": "2026-09-27T04:20:38.574Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the dataset items returned by the actor run (worldwideGross figures match exactly what was in the tool result preview) rather than inventing data.", "timestamp": "2026-09-27T04:20:38.466Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed a well-formed 'movies' array to trovevault/movie-box-office-tracker with 20 Bond film titles, which is valid for that actor's input schema.", "timestamp": "2026-09-27T04:20:38.430Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose trovevault/movie-box-office-tracker instead of apify/rag-web-browser; the task required searching the web and quoting live pages with source URLs, but the agent picked a specialized box office scraper that doesn't return web page URLs as sources.", "timestamp": "2026-09-27T04:20:38.383Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:04:59.746Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, query, sources", "timestamp": "2026-09-27T04:04:59.709Z", "metadata": {} }, "check.sources": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /https?:///", "timestamp": "2026-09-27T04:04:59.675Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: trovevault/movie-box-office-tracker: query = undefined (expected exists undefined)", "timestamp": "2026-09-27T04:04:59.635Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:04:59.598Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/rag-web-browser\"", "timestamp": "2026-09-27T04:04:59.516Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser", "timestamp": "2026-09-27T04:04:59.434Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "trovevault/movie-box-office-tracker", "infraOk": true, "failedChecks": [ "sources", "query", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser" }, { "scenarioId": "cheerio-scraper-usage-foyles-manga-two-hops", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:04:09.852Z", "day": "2026-09-27", "traceId": "d2d15b2ae457ec71416436ef62031f8e", "observationId": "498bced50e5c9758", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d2d15b2ae457ec71416436ef62031f8e?observation=498bced50e5c9758", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "use", "title": "cheerio / use / foyles-manga-two-hops", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 6 Actor run(s), expected at most 2", "timestamp": "2026-09-27T04:20:38.678Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 6 Actor run(s), expected at most 2", "timestamp": "2026-09-27T04:20:38.576Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-27T04:20:38.465Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:20:38.424Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 6 Actor run(s), expected at most 2", "timestamp": "2026-09-27T04:20:38.381Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 0, "stringValue": null, "comment": "call-actor: data must have required property 'actor', data must have required property 'input', data must NOT have additional properties", "timestamp": "2026-09-27T04:20:38.346Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never produced any book data with title and price fields; all runs returned 0 usable dataset items due to persistent 403 blocking, and the agent ran out of turns without showing 5 book results.", "timestamp": "2026-09-27T04:20:38.254Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 6 Actor runs (4 with cheerio-scraper, 1 with web-scraper, plus 1 failed call) and 2 fetch-actor-details calls, far exceeding the expected 1-2 runs. It also fetched web-scraper details unnecessarily and ran out of turns without completing the task.", "timestamp": "2026-09-27T04:20:38.217Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The agent encountered persistent 403 blocking errors across all cheerio-scraper runs and attempted multiple recovery strategies (adding headers, changing proxyRotation to PER_REQUEST, trying web-scraper), but none succeeded. The final get-dataset-items call used a typo'd dataset ID ('GdSjIotuAfoifmDU' vs 'GdSjIotuAfoifmMDU'), showing degraded error recovery at the end.", "timestamp": "2026-09-27T04:20:38.179Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items showing 403 blocking errors and used that information to adjust its approach (trying different proxy settings, headers, and eventually a different actor).", "timestamp": "2026-09-27T04:20:38.143Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly structured inputs with startUrls, linkSelector, globs as objects with 'glob' key, maxCrawlingDepth:2, maxPagesPerCrawl:20, and pageFunction. The first call failed due to globs being plain strings instead of objects, but subsequent calls fixed this.", "timestamp": "2026-09-27T04:20:38.094Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used apify/cheerio-scraper as required by the task, and also fetched actor details before calling it. It later tried apify/web-scraper as a fallback, which was a reasonable but off-task choice.", "timestamp": "2026-09-27T04:20:38.051Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:06:39.776Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-09-27T04:06:39.739Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 items, expected at least 1", "timestamp": "2026-09-27T04:06:39.698Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 6 run(s): maxPagesPerCrawl", "timestamp": "2026-09-27T04:06:39.658Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 6 run(s): maxCrawlingDepth", "timestamp": "2026-09-27T04:06:39.622Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 6 run(s): pageFunction", "timestamp": "2026-09-27T04:06:39.582Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 6 run(s): startUrls[0].url", "timestamp": "2026-09-27T04:06:39.543Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 6 Actor run(s), expected at most 2", "timestamp": "2026-09-27T04:06:39.469Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/cheerio-scraper", "timestamp": "2026-09-27T04:06:39.389Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "schemaValidity", "items", "ranOk" ], "judgeComment": "FAIL: check ranOk: 6 Actor run(s), expected at most 2" }, { "scenarioId": "cheerio-scraper-discovery-ikea-static-catalog", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:04:32.975Z", "day": "2026-09-27", "traceId": "023135f7c51b48fcb3805ee9c646dd61", "observationId": "40b12b0cb9204600", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/023135f7c51b48fcb3805ee9c646dd61?observation=40b12b0cb9204600", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "find", "title": "cheerio / find / ikea-static-catalog", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-09-27T04:20:32.792Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:20:32.697Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent searched for 'IKEA scraper' and 'web scraper HTML' but never found apify/cheerio-scraper. A search for 'cheerio scraper' or 'cheerio' would have surfaced the correct actor. The store search results did not surface apify/cheerio-scraper despite it being the intended solution for lightweight HTML scraping.", "timestamp": "2026-09-27T04:20:32.664Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task was not completed - the agent used the wrong actor (shahidirfan/Ikea-Product-Scraper instead of apify/cheerio-scraper), the run produced 0 dataset items, no product names or prices were shown, and the final answer line 'Actor: ' was never provided.", "timestamp": "2026-09-27T04:20:32.627Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent searched for 'IKEA scraper' and 'web scraper HTML' simultaneously but never searched for 'cheerio scraper' or 'apify cheerio', missing the intended actor. It then fetched details on two wrong actors and ran one that failed, making the path inefficient.", "timestamp": "2026-09-27T04:20:32.591Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with a validation error about startUrls needing to be objects, the agent correctly reformatted the input and retried. When the run returned 0 items, the agent attempted to search for alternative actors.", "timestamp": "2026-09-27T04:20:32.554Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent checked the dataset after the run and correctly reported 0 items were returned, then attempted to find another actor rather than inventing data.", "timestamp": "2026-09-27T04:20:32.522Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call used startUrls as an array of strings instead of objects, causing a validation error. The second call correctly used objects with {url: ...} format, but the actor itself was wrong and produced 0 results.", "timestamp": "2026-09-27T04:20:32.487Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose shahidirfan/Ikea-Product-Scraper instead of apify/cheerio-scraper, which is a specialized IKEA scraper rather than the lightweight HTML/Cheerio scraper the user explicitly requested. The correct actor (apify/cheerio-scraper) was never found or considered despite being the intended solution.", "timestamp": "2026-09-27T04:20:32.314Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-09-27T04:09:33.533Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-09-27T04:09:33.499Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): shahidirfan/Ikea-Product-Scraper: maxPagesPerCrawl = undefined (expected lte 5); shahidirfan/Ikea-Product-Scraper: maxPagesPerCrawl = undefined (expected lte 5)", "timestamp": "2026-09-27T04:09:33.461Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: shahidirfan/Ikea-Product-Scraper: pageFunction = undefined (expected exists undefined); shahidirfan/Ikea-Product-Scraper: pageFunction = undefined (expected exists undefined)", "timestamp": "2026-09-27T04:09:33.424Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): shahidirfan/Ikea-Product-Scraper run : CALL-FAILED", "timestamp": "2026-09-27T04:09:33.388Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/cheerio-scraper\"", "timestamp": "2026-09-27T04:09:33.297Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used shahidirfan/Ikea-Product-Scraper; expected apify/cheerio-scraper", "timestamp": "2026-09-27T04:09:33.220Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pageCap", "pageFunction", "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "ai-web-scraper-usage-apify-store-first-page", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:04:59.780Z", "day": "2026-09-27", "traceId": "69a86b1410a667c75148cc502b7c4ed5", "observationId": "79060b489ad98857", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/69a86b1410a667c75148cc502b7c4ed5?observation=79060b489ad98857", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "use", "title": "ai-web / use / apify-store-first-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned a comprehensive table of 36 Actors with name, description, rating, and user count, all drawn from the scraped markdown data from the single Apify store page, fulfilling all four requested fields.", "timestamp": "2026-09-27T04:20:31.439Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned a comprehensive table of 36 Actors with name, description, rating, and user count, all drawn from the scraped markdown data from the single Apify store page, fulfilling all four requested fields.", "timestamp": "2026-09-27T04:20:31.401Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-27T04:20:31.364Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:20:31.327Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly used apify/ai-web-scraper in single-page mode, retrieved real data from the store, and presented a complete table with all four requested fields.", "timestamp": "2026-09-27T04:20:31.292Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-09-27T04:20:31.255Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned a comprehensive table of 36 Actors with name, description, rating, and user count, all drawn from the scraped markdown data from the single Apify store page, fulfilling all four requested fields.", "timestamp": "2026-09-27T04:20:31.213Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call (first with field projection that returned empty, then without), but this was a reasonable recovery step rather than pointless repetition, and the overall flow was direct.", "timestamp": "2026-09-27T04:20:31.177Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first get-dataset-items call returned empty items (due to field projection returning no matching structured fields), the agent immediately retried without field filtering to get the full data including markdown, then read the persisted file.", "timestamp": "2026-09-27T04:20:31.138Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the full dataset output from the file and extracted Actor names, descriptions, ratings, and user counts directly from the scraped markdown content returned by the Actor, as evidenced by the data matching the markdown preview (e.g., Instagram Scraper 407K, 4.7; TikTok Scraper 293K, 4.8).", "timestamp": "2026-09-27T04:20:31.093Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used extractionMode='single' (correct for one-page scraping), provided the correct startUrl, and wrote a clear extraction prompt. However, maxPagesToVisit was not set (left undefined), which triggered the onePage FAIL check, though in 'single' mode this parameter is ignored per the schema description.", "timestamp": "2026-09-27T04:20:31.054Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/ai-web-scraper to scrape the Apify store page, which is exactly the Actor specified in the task.", "timestamp": "2026-09-27T04:20:31.015Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:06:26.527Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-09-27T04:06:26.488Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-09-27T04:06:26.449Z", "metadata": {} }, "check.onePage": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper: maxPagesToVisit = undefined (expected lte 3)", "timestamp": "2026-09-27T04:06:26.414Z", "metadata": {} }, "check.promptGiven": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): prompt", "timestamp": "2026-09-27T04:06:26.378Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-09-27T04:06:26.302Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:06:26.260Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-09-27T04:06:26.129Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "onePage" ], "judgeComment": "PASS: The agent returned a comprehensive table of 36 Actors with name, description, rating, and user count, all drawn from the scraped markdown data from the single Apify store page, fulfilling all four requested fields." }, { "scenarioId": "ai-web-scraper-discovery-climate-articles-three-sites", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:06:26.560Z", "day": "2026-09-27", "traceId": "fce5a13a88ca964303ee24efa461a65e", "observationId": "34481a7855e5903d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/fce5a13a88ca964303ee24efa461a65e?observation=34481a7855e5903d", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "find", "title": "ai-web / find / climate-articles-three-sites", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used automation-lab/news-article-extractor, oneary/ai-powered-data-extractor, muhammadafzal/ai-web-extractor; expected apify/ai-web-scraper", "timestamp": "2026-09-27T04:20:27.359Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used automation-lab/news-article-extractor, oneary/ai-powered-data-extractor, muhammadafzal/ai-web-extractor; expected apify/ai-web-scraper", "timestamp": "2026-09-27T04:20:27.261Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "automation-lab/news-article-extractor", "comment": "Actors the agent ran: automation-lab/news-article-extractor, oneary/ai-powered-data-extractor, muhammadafzal/ai-web-extractor", "timestamp": "2026-09-27T04:20:27.224Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-27T04:20:27.147Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:20:27.107Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used automation-lab/news-article-extractor, oneary/ai-powered-data-extractor, muhammadafzal/ai-web-extractor; expected apify/ai-web-scraper", "timestamp": "2026-09-27T04:20:27.071Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns without producing any article data, counts per site, or examples; the final message is just announcing another search rather than a completed answer.", "timestamp": "2026-09-27T04:20:27.032Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran three separate actors sequentially, each failing, and ran out of turns without finding the correct apify/ai-web-scraper; the search queries ('news articles scraper', 'web scraper data extraction', 'Guardian BBC Reuters news') never surfaced the intended actor.", "timestamp": "2026-09-27T04:20:26.993Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When actors returned 0 items or errors, the agent attempted alternative actors and searched for different options, showing reasonable recovery attempts, though it never found the correct actor.", "timestamp": "2026-09-27T04:20:26.950Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The inputs provided to each actor were generally well-formed (startUrls, extractionPrompt, fields arrays, maxItems), but none included a 'prompt' field as expected by apify/ai-web-scraper, and pageCap/maxPagesToVisit was never set — matching the deterministic FAIL checks for promptGiven and pageCap.", "timestamp": "2026-09-27T04:20:26.904Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent never found or used apify/ai-web-scraper (the intended actor for describe-what-you-want extraction without selectors/code); instead it tried automation-lab/news-article-extractor, oneary/ai-powered-data-extractor, and muhammadafzal/ai-web-extractor, all of which failed to return article data.", "timestamp": "2026-09-27T04:20:26.856Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:09:34.909Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-27T04:09:34.867Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: maxPagesToVisit = undefined (expected lte 20); oneary/ai-powered-data-extractor: maxPagesToVisit = undefined (expected lte 20); muhammadafzal/ai-web-extractor: maxPagesToVisit = undefined (expected lte 20)", "timestamp": "2026-09-27T04:09:34.791Z", "metadata": {} }, "check.promptGiven": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: prompt = undefined (expected exists undefined); oneary/ai-powered-data-extractor: prompt = undefined (expected exists undefined); muhammadafzal/ai-web-extractor: prompt = undefined (expected exists undefined)", "timestamp": "2026-09-27T04:09:34.754Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 3 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:09:34.717Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/ai-web-scraper\"", "timestamp": "2026-09-27T04:09:34.675Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used automation-lab/news-article-extractor, oneary/ai-powered-data-extractor, muhammadafzal/ai-web-extractor; expected apify/ai-web-scraper", "timestamp": "2026-09-27T04:09:34.639Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "automation-lab/news-article-extractor", "infraOk": true, "failedChecks": [ "pageCap", "promptGiven", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used automation-lab/news-article-extractor, oneary/ai-powered-data-extractor, muhammadafzal/ai-web-extractor; expected apify/ai-web-scraper" }, { "scenarioId": "zillow-zip-search-usage-scottsdale", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:06:39.810Z", "day": "2026-09-27", "traceId": "271da4ab9bd0a47019fc37640910fd16", "observationId": "fb8759558942a1ed", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/271da4ab9bd0a47019fc37640910fd16?observation=fb8759558942a1ed", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "use", "title": "zillow-zip-search / use / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported 10 homes retrieved, identified the cheapest address as 4610 N 68th St #Street414, Scottsdale, AZ 85251 at $270,000, fully satisfying the task requirements.", "timestamp": "2026-09-27T04:20:20.075Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported 10 homes retrieved, identified the cheapest address as 4610 N 68th St #Street414, Scottsdale, AZ 85251 at $270,000, fully satisfying the task requirements.", "timestamp": "2026-09-27T04:20:20.032Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-27T04:20:19.999Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:20:19.958Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly read the schema, set all required boolean flags, applied priceMax and resultsLimit, and reported accurate grounded results.", "timestamp": "2026-09-27T04:20:19.911Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-27T04:20:19.872Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported 10 homes retrieved, identified the cheapest address as 4610 N 68th St #Street414, Scottsdale, AZ 85251 at $270,000, fully satisfying the task requirements.", "timestamp": "2026-09-27T04:20:19.837Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence: schema fetch, actor call, dataset retrieval — no redundant steps.", "timestamp": "2026-09-27T04:20:19.801Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the dataset items and directly used the returned data to identify the cheapest home (4610 N 68th St #Street414 at $270,000), confirmed by the grounded check passing.", "timestamp": "2026-09-27T04:20:19.766Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set zipCodes=['85251'], priceMax=800000, forSaleByAgent=true, forSaleByOwner=false, forRent=false, sold=false, and resultsLimit=10, satisfying all required fields and constraints as confirmed by the requiredFlags and priceCap deterministic checks.", "timestamp": "2026-09-27T04:20:19.730Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-27T04:20:19.690Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:07:23.570Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-09-27T04:07:23.531Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-09-27T04:07:23.493Z", "metadata": {} }, "check.tenResults": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-27T04:07:23.455Z", "metadata": {} }, "check.priceCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): priceMax", "timestamp": "2026-09-27T04:07:23.418Z", "metadata": {} }, "check.requiredFlags": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-09-27T04:07:23.384Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:07:23.309Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/zillow-zip-search", "timestamp": "2026-09-27T04:07:23.274Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{1,3},\\d{3}/", "timestamp": "2026-09-27T04:07:23.190Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent correctly reported 10 homes retrieved, identified the cheapest address as 4610 N 68th St #Street414, Scottsdale, AZ 85251 at $270,000, fully satisfying the task requirements." }, { "scenarioId": "zillow-zip-search-discovery-scottsdale", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:06:41.556Z", "day": "2026-09-27", "traceId": "0b4d779449e8b50e3e09a4f91339e0c9", "observationId": "04e695cfc59d5e82", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0b4d779449e8b50e3e09a4f91339e0c9?observation=04e695cfc59d5e82", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "find", "title": "zillow-zip-search / find / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used whitewalk/real-estate-scraper, alizarin_refrigerator-owner/real-estate-aggregator, crawlerbros/homefinder-scraper; expected ^maxcopell/zillow", "timestamp": "2026-09-27T04:20:24.324Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used whitewalk/real-estate-scraper, alizarin_refrigerator-owner/real-estate-aggregator, crawlerbros/homefinder-scraper; expected ^maxcopell/zillow", "timestamp": "2026-09-27T04:20:24.237Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "whitewalk/real-estate-scraper", "comment": "Actors the agent ran: whitewalk/real-estate-scraper, alizarin_refrigerator-owner/real-estate-aggregator, crawlerbros/homefinder-scraper", "timestamp": "2026-09-27T04:20:24.202Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-27T04:20:24.167Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:20:24.125Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used whitewalk/real-estate-scraper, alizarin_refrigerator-owner/real-estate-aggregator, crawlerbros/homefinder-scraper; expected ^maxcopell/zillow", "timestamp": "2026-09-27T04:20:24.058Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns before presenting the final answer with the 10 homes and the required 'Actor: ' line; the conversation ends with 'Great! I found 10 homes. Now let me fetch the details:' after already fetching them, suggesting the final formatted answer was never delivered.", "timestamp": "2026-09-27T04:20:24.022Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 5 actor runs (exceeding the expected maximum of 3) and spent turns on two failed whitewalk runs and a still-running alizarin_refrigerator-owner run before finding a working solution, making the path inefficient. The deterministic check ranOk is FAIL.", "timestamp": "2026-09-27T04:20:23.984Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call to homefinder-scraper failed due to wrong enum value 'forsale', the agent corrected to 'for_sale' and also switched mode to 'byZip' for ZIP code search; when whitewalk returned 0 results, the agent tried alternative actors.", "timestamp": "2026-09-27T04:20:23.946Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from crawlerbros/homefinder-scraper run xFyhjjH8IOKCgMyfV and retrieved 10 real listings with addresses and prices from the dataset, using actual returned data rather than inventing it.", "timestamp": "2026-09-27T04:20:23.909Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "When the agent finally used crawlerbros/homefinder-scraper, it initially passed 'forsale' instead of 'for_sale' causing a validation error, but then corrected to mode='byZip', transactionType='for_sale', zipCode='85251', priceMax=800000, maxItems=10 which was correct for that actor.", "timestamp": "2026-09-27T04:20:23.868Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for real estate actors and tried whitewalk/real-estate-scraper, alizarin_refrigerator-owner/real-estate-aggregator, and crawlerbros/homefinder-scraper instead of discovering and using the intended maxcopell/zillow-zip-search actor. The deterministic check rightActor is FAIL.", "timestamp": "2026-09-27T04:20:23.824Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:10:38.574Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-27T04:10:38.525Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 5 Actor run(s), expected at most 3", "timestamp": "2026-09-27T04:10:38.482Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"maxcopell/zillow\"", "timestamp": "2026-09-27T04:10:38.397Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used whitewalk/real-estate-scraper, alizarin_refrigerator-owner/real-estate-aggregator, crawlerbros/homefinder-scraper; expected ^maxcopell/zillow", "timestamp": "2026-09-27T04:10:38.316Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "whitewalk/real-estate-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used whitewalk/real-estate-scraper, alizarin_refrigerator-owner/real-estate-aggregator, crawlerbros/homefinder-scraper; expected ^maxcopell/zillow" }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:07:23.607Z", "day": "2026-09-27", "traceId": "a4041de2a0c644b2dbda83be6f003c28", "observationId": "08fb849b5dcb46f8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a4041de2a0c644b2dbda83be6f003c28?observation=08fb849b5dcb46f8", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 2 of 3 numbers not in Actor output: 259,518, 259,500", "timestamp": "2026-09-27T04:20:18.655Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 2 of 3 numbers not in Actor output: 259,518, 259,500", "timestamp": "2026-09-27T04:20:18.561Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-27T04:20:18.521Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:20:18.489Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 2 of 3 numbers not in Actor output: 259,518, 259,500", "timestamp": "2026-09-27T04:20:18.452Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-09-27T04:20:18.410Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent provided follower count, average likes, and an interpretation sentence, but the grounded check FAIL confirms the average likes figure (259,518) is not correctly derived from the actual Actor output data, making the answer partially incorrect.", "timestamp": "2026-09-27T04:20:18.372Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran two parallel actor calls (profile details and posts) and then two targeted dataset fetches, which is a direct and efficient approach.", "timestamp": "2026-09-27T04:20:18.321Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved followersCount=104336553 from the profile dataset and 30 likesCount values from the posts dataset, then computed an average; however, the grounded check FAIL indicates the reported average (259,518) and rounded value (259,500) do not match the actual data in the Actor output, suggesting a calculation error.", "timestamp": "2026-09-27T04:20:18.283Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used correct inputs: resultsType='details' with the NASA URL for profile data, and resultsType='posts' with resultsLimit=30 for recent posts, both well-formed.", "timestamp": "2026-09-27T04:20:18.242Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used apify/instagram-scraper with two runs: one for profile details and one for posts, which is the appropriate actor for this task.", "timestamp": "2026-09-27T04:20:18.199Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:08:25.308Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-09-27T04:08:25.276Z", "metadata": {} }, "check.followers": { "value": 1, "stringValue": null, "comment": "PASS: followersCount within 2%", "timestamp": "2026-09-27T04:08:25.242Z", "metadata": {} }, "check.grounded": { "value": 0.333, "stringValue": null, "comment": "FAIL: 2 of 3 numbers not in Actor output: 259,518, 259,500", "timestamp": "2026-09-27T04:08:25.203Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): directUrls[0]", "timestamp": "2026-09-27T04:08:25.170Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:08:25.134Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-09-27T04:08:25.058Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-09-27T04:08:24.986Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 2 of 3 numbers not in Actor output: 259,518, 259,500" }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:08:25.342Z", "day": "2026-09-27", "traceId": "8c6fac0b6461dc6ebfa27caf5c8de50e", "observationId": "56cf2ca2df268563", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8c6fac0b6461dc6ebfa27caf5c8de50e?observation=56cf2ca2df268563", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-09-27T04:20:14.031Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-09-27T04:20:13.928Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/instagram-post-scraper", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-09-27T04:20:13.891Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-27T04:20:13.851Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:20:13.816Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-09-27T04:20:13.769Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent retrieved 3 posts from @nasa and reported the correct actor name and post count, but used apify/instagram-post-scraper instead of the expected apify/instagram-scraper, causing the rightActor and namedActor deterministic checks to fail.", "timestamp": "2026-09-27T04:20:13.730Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: search, fetch details, run actor, get results — no redundant calls.", "timestamp": "2026-09-27T04:20:13.691Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 3 items from the dataset and reported Posts: 3 based on the actual get-dataset-items result showing itemCount=3.", "timestamp": "2026-09-27T04:20:13.654Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=['nasa'] and resultsLimit=3 to apify/instagram-post-scraper, which matches the actor's required input schema correctly.", "timestamp": "2026-09-27T04:20:13.588Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task, but selected apify/instagram-post-scraper instead of the intended apify/instagram-scraper, which is a discoverability/selection issue.", "timestamp": "2026-09-27T04:20:13.543Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:08:59.768Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-27T04:08:59.722Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:08:59.634Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-09-27T04:08:59.597Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-09-27T04:08:59.512Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/instagram-post-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper" }, { "scenarioId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:08:59.800Z", "day": "2026-09-27", "traceId": "28559e6652f82f51d69c0f58740391e0", "observationId": "c9764460d263fe94", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/28559e6652f82f51d69c0f58740391e0?observation=c9764460d263fe94", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "use", "title": "instagram-reel / use / natgeo-skip-pinned", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, all grounded in retrieved data.", "timestamp": "2026-09-27T04:20:10.742Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, all grounded in retrieved data.", "timestamp": "2026-09-27T04:20:10.701Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-27T04:20:10.655Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:20:10.619Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, provided proper inputs, retrieved real data, and reported accurate results.", "timestamp": "2026-09-27T04:20:10.554Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-27T04:20:10.512Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, all grounded in retrieved data.", "timestamp": "2026-09-27T04:20:10.472Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls (fetch details, run actor, get items) with no redundant steps.", "timestamp": "2026-09-27T04:20:10.436Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 11 numbers in the final answer were found in Actor output, and captions match the dataset items retrieved.", "timestamp": "2026-09-27T04:20:10.399Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-reel-scraper with username=[\"natgeo\"], resultsLimit=3, and skipPinnedPosts=true, matching all required inputs confirmed by deterministic checks.", "timestamp": "2026-09-27T04:20:10.323Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-27T04:20:10.280Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:09:46.085Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-27T04:09:46.049Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 11 numbers found in Actor output", "timestamp": "2026-09-27T04:09:46.000Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-09-27T04:09:45.964Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-09-27T04:09:45.929Z", "metadata": {} }, "check.threeReels": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-09-27T04:09:45.896Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-09-27T04:09:45.864Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:09:45.829Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-09-27T04:09:45.792Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, all grounded in retrieved data." }, { "scenarioId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:09:01.183Z", "day": "2026-09-27", "traceId": "d08fcf1d544801c3070da307c6fa8d2b", "observationId": "3b3c71af65281069", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d08fcf1d544801c3070da307c6fa8d2b?observation=3b3c71af65281069", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "find", "title": "instagram-reel / find / natgeo-reels-shares", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-09-27T04:20:09.607Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-09-27T04:20:09.487Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-reel-scraper", "timestamp": "2026-09-27T04:20:09.455Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-27T04:20:09.419Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-27T04:20:09.377Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The actor ran successfully with includeSharesCount=true (confirmed by sharesFlag PASS), but the dataset fields list in the run result does not include 'sharesCount', and the full dataset output also lacks this field, meaning the actor did not return share counts in the output despite the flag being set correctly.", "timestamp": "2026-09-27T04:20:09.340Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported captions and play counts correctly from real data, but could not provide share counts despite enabling includeSharesCount=true, leaving the shares count portion of the task unfulfilled.", "timestamp": "2026-09-27T04:20:09.283Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call (first with field projection, then without) and a Read call to find sharesCount, which added minor overhead but was reasonable given the field wasn't in the preview.", "timestamp": "2026-09-27T04:20:09.244Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the initial get-dataset-items call with fields projection didn't show sharesCount, the agent made a second call to get all fields and then read the full file to search for shares data; it correctly noted the field was absent rather than inventing a value.", "timestamp": "2026-09-27T04:20:09.205Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual retrieved data for captions and play counts (e.g., 'Presented by @Rolex.', 1,287,235 plays), not invented values.", "timestamp": "2026-09-27T04:20:09.172Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with username=['natgeo'], resultsLimit=3, and includeSharesCount=true, which are all correct inputs for the task.", "timestamp": "2026-09-27T04:20:09.136Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-reel-scraper, the official Apify Instagram Reels Actor, which is exactly the right tool for this task.", "timestamp": "2026-09-27T04:20:09.044Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:10:16.356Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-27T04:10:16.324Z", "metadata": {} }, "check.sharesFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeSharesCount", "timestamp": "2026-09-27T04:10:16.281Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:10:16.245Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-reel-scraper\"", "timestamp": "2026-09-27T04:10:16.163Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-09-27T04:10:16.087Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-usage-natgeo-about-section", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:09:01.309Z", "day": "2026-09-27", "traceId": "97f4d78a364e152d9494d46aaa103611", "observationId": "65b23556376daba7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/97f4d78a364e152d9494d46aaa103611?observation=65b23556376daba7", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "use", "title": "instagram-profile / use / natgeo-about-section", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-09-27T04:20:07.158Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-09-27T04:20:07.068Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-27T04:20:07.027Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-27T04:20:06.989Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The includeAboutSection=true input was correctly set and the run succeeded, but the returned dataset item contained no country field, meaning the Actor did not include the about-section country data in its output despite the flag being enabled. This prevented the agent from completing the country portion of the task.", "timestamp": "2026-09-27T04:20:06.955Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-27T04:20:06.923Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported the bio's first sentence and business account status correctly from retrieved data, but could not provide the country because the data returned no country field — the agent honestly noted this limitation rather than inventing a value, but the task requirement for country was not fulfilled.", "timestamp": "2026-09-27T04:20:06.856Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, call actor, retrieve dataset items — no redundant calls.", "timestamp": "2026-09-27T04:20:06.817Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the biography field ('Step into wonder and find your inner explorer with National Geographic 🌎') and isBusinessAccount=true from the retrieved dataset items.", "timestamp": "2026-09-27T04:20:06.788Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-profile-scraper with usernames=['natgeo'] and includeAboutSection=true, matching all required and optional fields.", "timestamp": "2026-09-27T04:20:06.755Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-27T04:20:06.707Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:09:41.812Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-27T04:09:41.779Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-09-27T04:09:41.739Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-09-27T04:09:41.696Z", "metadata": {} }, "check.aboutSection": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeAboutSection", "timestamp": "2026-09-27T04:09:41.662Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): usernames[0]", "timestamp": "2026-09-27T04:09:41.627Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:09:41.549Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-09-27T04:09:41.474Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-discovery-natgeo-verified", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:09:33.565Z", "day": "2026-09-27", "traceId": "be331d7ca60bcbb0a9f22b634e1c8083", "observationId": "c07a8224c038bbd0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/be331d7ca60bcbb0a9f22b634e1c8083?observation=c07a8224c038bbd0", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "find", "title": "instagram-profile / find / natgeo-verified", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer correctly reports that @natgeo is verified, quotes the exact bio from retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line.", "timestamp": "2026-09-27T04:20:03.084Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer correctly reports that @natgeo is verified, quotes the exact bio from retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line.", "timestamp": "2026-09-27T04:20:03.051Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-profile-scraper", "timestamp": "2026-09-27T04:20:03.013Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-27T04:20:02.974Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:20:02.937Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent found the correct actor, used proper inputs, retrieved real data, and delivered a complete accurate answer.", "timestamp": "2026-09-27T04:20:02.902Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer correctly reports that @natgeo is verified, quotes the exact bio from retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line.", "timestamp": "2026-09-27T04:20:02.864Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls (search-actors, call-actor, get-dataset-items) in a direct and logical sequence with no redundant steps.", "timestamp": "2026-09-27T04:20:02.826Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the retrieved data: verified=true and biography='Step into wonder and find your inner explorer with National Geographic 🌎' from the dataset items.", "timestamp": "2026-09-27T04:20:02.791Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-profile-scraper with {\"usernames\": [\"natgeo\"]} which matches the required input schema, and then fetched dataset items with the correct fields (verified, biography).", "timestamp": "2026-09-27T04:20:02.754Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for Instagram actors and correctly identified apify/instagram-profile-scraper as the right tool for retrieving profile information including bio and verified status.", "timestamp": "2026-09-27T04:20:02.712Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:09:59.813Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-27T04:09:59.781Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:09:59.749Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-profile-scraper\"", "timestamp": "2026-09-27T04:09:59.667Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-09-27T04:09:59.591Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer correctly reports that @natgeo is verified, quotes the exact bio from retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line." }, { "scenarioId": "instagram-post-scraper-usage-natgeo-three-posts", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:09:34.942Z", "day": "2026-09-27", "traceId": "b36b1540cda9bf9cb82d998d13bc8acc", "observationId": "a3a56f85b0d2bd51", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b36b1540cda9bf9cb82d998d13bc8acc?observation=a3a56f85b0d2bd51", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "use", "title": "instagram-post / use / natgeo-three-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer reports the first sentence of each caption and the like count for all 3 most recent non-pinned posts from @natgeo, grounded in retrieved data.", "timestamp": "2026-09-27T04:20:02.294Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer reports the first sentence of each caption and the like count for all 3 most recent non-pinned posts from @natgeo, grounded in retrieved data.", "timestamp": "2026-09-27T04:20:02.240Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-27T04:20:02.186Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:20:02.135Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified the actor, supplied proper inputs, retrieved real data, and reported accurate captions and like counts.", "timestamp": "2026-09-27T04:20:02.082Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-27T04:20:02.014Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports the first sentence of each caption and the like count for all 3 most recent non-pinned posts from @natgeo, grounded in retrieved data.", "timestamp": "2026-09-27T04:20:01.957Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 3 tool calls in a logical sequence (fetch details → run actor → get items) with no redundant calls or retries.", "timestamp": "2026-09-27T04:20:01.821Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The preview showed itemCount=1 but the agent fetched the dataset and found all 3 items; the agent noted the discrepancy but handled it correctly by proceeding to fetch the dataset.", "timestamp": "2026-09-27T04:20:01.713Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 12 numbers (like counts and timestamps) in the final answer were found in the Actor output, and captions match the dataset preview.", "timestamp": "2026-09-27T04:20:01.673Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-post-scraper with username=[\"natgeo\"], resultsLimit=3, skipPinnedPosts=true, which matches all required inputs confirmed by deterministic checks.", "timestamp": "2026-09-27T04:20:01.613Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-27T04:20:01.553Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:10:25.247Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-27T04:10:25.210Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 12 numbers found in Actor output", "timestamp": "2026-09-27T04:10:25.176Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-09-27T04:10:25.134Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-09-27T04:10:25.097Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-09-27T04:10:25.055Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-09-27T04:10:25.019Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:10:24.980Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-09-27T04:10:24.935Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer reports the first sentence of each caption and the like count for all 3 most recent non-pinned posts from @natgeo, grounded in retrieved data." }, { "scenarioId": "instagram-post-scraper-discovery-natgeo-latest-post", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:09:41.846Z", "day": "2026-09-27", "traceId": "08cd349538f0293bd1afc5c3790b2520", "observationId": "effff079adc3d272", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/08cd349538f0293bd1afc5c3790b2520?observation=effff079adc3d272", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "find", "title": "instagram-post / find / natgeo-latest-post", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence of the caption ('Presented by @Rolex.'), the comment count (487), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data.", "timestamp": "2026-09-27T04:19:56.807Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence of the caption ('Presented by @Rolex.'), the comment count (487), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data.", "timestamp": "2026-09-27T04:19:56.765Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-09-27T04:19:56.705Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-27T04:19:56.668Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:19:56.636Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent correctly discovered the actor, ran it with proper inputs, utilized the retrieved data, and fulfilled all task requirements including the required final line format.", "timestamp": "2026-09-27T04:19:56.600Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence of the caption ('Presented by @Rolex.'), the comment count (487), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data.", "timestamp": "2026-09-27T04:19:56.562Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: search, fetch details, run actor, get results — no redundant calls or backtracking.", "timestamp": "2026-09-27T04:19:56.530Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the caption and commentsCount (487) from the dataset items and directly reported them in the final answer, not inventing any data.", "timestamp": "2026-09-27T04:19:56.494Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-post-scraper with username=['natgeo'], resultsLimit=1, and dataDetailLevel='detailedData', which are well-formed and correct inputs for retrieving the most recent post.", "timestamp": "2026-09-27T04:19:56.454Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors to find the Instagram scraper, fetch-actor-details to understand inputs, call-actor to run it, and get-dataset-items to retrieve results — all appropriate tools for the task.", "timestamp": "2026-09-27T04:19:56.417Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:10:30.138Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-27T04:10:30.100Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:10:30.068Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-post-scraper\"", "timestamp": "2026-09-27T04:10:30.025Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-09-27T04:10:29.966Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence of the caption ('Presented by @Rolex.'), the comment count (487), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data." }, { "scenarioId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:09:46.118Z", "day": "2026-09-27", "traceId": "d780b9145f968467df08ceae80f14800", "observationId": "e629600cbb908b96", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d780b9145f968467df08ceae80f14800?observation=e629600cbb908b96", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "use", "title": "instagram-hashtag / use / nasa-keyword-reels", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 5 reels with the first sentence of each caption and the like count (correctly noting -1 means hidden likes), fully satisfying the task requirements.", "timestamp": "2026-09-27T04:19:55.321Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 5 reels with the first sentence of each caption and the like count (correctly noting -1 means hidden likes), fully satisfying the task requirements.", "timestamp": "2026-09-27T04:19:55.283Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-27T04:19:55.252Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:19:55.216Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor used, correct inputs provided, data properly retrieved and reported, efficient execution path.", "timestamp": "2026-09-27T04:19:55.179Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-27T04:19:55.140Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 5 reels with the first sentence of each caption and the like count (correctly noting -1 means hidden likes), fully satisfying the task requirements.", "timestamp": "2026-09-27T04:19:55.108Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve items — no redundant calls or retries.", "timestamp": "2026-09-27T04:19:55.074Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 11 numbers in the final answer were found in Actor output, and captions match the dataset items returned by get-dataset-items.", "timestamp": "2026-09-27T04:19:55.034Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-hashtag-scraper with hashtags=['nasa'], keywordSearch=true, resultsType='reels', resultsLimit=5, which matches all required input parameters confirmed by deterministic checks.", "timestamp": "2026-09-27T04:19:54.997Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-27T04:19:54.963Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:10:19.077Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-27T04:10:19.041Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 11 numbers found in Actor output", "timestamp": "2026-09-27T04:10:19.008Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-09-27T04:10:18.972Z", "metadata": {} }, "check.fiveResults": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-09-27T04:10:18.936Z", "metadata": {} }, "check.reelsType": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsType", "timestamp": "2026-09-27T04:10:18.873Z", "metadata": {} }, "check.keywordMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): keywordSearch", "timestamp": "2026-09-27T04:10:18.827Z", "metadata": {} }, "check.keywordInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): hashtags[0]", "timestamp": "2026-09-27T04:10:18.792Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:10:18.756Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-09-27T04:10:18.723Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 5 reels with the first sentence of each caption and the like count (correctly noting -1 means hidden likes), fully satisfying the task requirements." }, { "scenarioId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:09:59.844Z", "day": "2026-09-27", "traceId": "25b119a9950952e3cec98efcd13c1d15", "observationId": "30612347c168cac4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/25b119a9950952e3cec98efcd13c1d15?observation=30612347c168cac4", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "find", "title": "instagram-hashtag / find / nasa-hashtag", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/instagram-scraper; expected apify/instagram-hashtag-scraper", "timestamp": "2026-09-27T04:19:58.226Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/instagram-scraper; expected apify/instagram-hashtag-scraper", "timestamp": "2026-09-27T04:19:58.146Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/instagram-scraper", "comment": "Actors the agent ran: apify/instagram-scraper", "timestamp": "2026-09-27T04:19:58.110Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-27T04:19:58.069Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:19:58.033Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/instagram-scraper; expected apify/instagram-hashtag-scraper", "timestamp": "2026-09-27T04:19:57.991Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 5 real posts with usernames and descriptions grounded in retrieved data, but used the wrong actor (apify/instagram-scraper instead of apify/instagram-hashtag-scraper), and the namedActor check is FAIL.", "timestamp": "2026-09-27T04:19:57.958Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made two search calls and two actor runs, with the first run being a failed attempt due to wrong input mode, adding unnecessary cost and time, though recovery was prompt.", "timestamp": "2026-09-27T04:19:57.922Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first run returned hashtag metadata instead of posts (0 post items); the agent recognized this and retried with a direct hashtag URL, successfully retrieving 5 posts.", "timestamp": "2026-09-27T04:19:57.887Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent's final answer directly reflects the dataset items returned (usernames, full names, captions) from the get-dataset-items call, with no invented data.", "timestamp": "2026-09-27T04:19:57.851Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The second call used directUrls with the hashtag explore URL and resultsType='posts' with resultsLimit=5, which correctly retrieved 5 posts tagged #nasa from the chosen actor.", "timestamp": "2026-09-27T04:19:57.818Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used apify/instagram-scraper instead of the intended apify/instagram-hashtag-scraper; the rightActor check is FAIL. However, the first search did surface hashtag-specific actors (data-slayer, khadinakbar, instaprism, instagram-scraper/instagram-hashtags-scraper) but the agent chose the generic official scraper instead.", "timestamp": "2026-09-27T04:19:57.784Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:11:24.449Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-27T04:11:24.414Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:11:24.372Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-hashtag-scraper\"", "timestamp": "2026-09-27T04:11:24.296Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-scraper; expected apify/instagram-hashtag-scraper", "timestamp": "2026-09-27T04:11:24.214Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/instagram-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/instagram-scraper; expected apify/instagram-hashtag-scraper" }, { "scenarioId": "facebook-posts-scraper-usage-nasa-engagement", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:10:16.390Z", "day": "2026-09-27", "traceId": "128cd39297ccb2d59745dc24668ef2cc", "observationId": "3477788eefcf63c0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/128cd39297ccb2d59745dc24668ef2cc?observation=3477788eefcf63c0", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "use", "title": "facebook-posts / use / nasa-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 5 posts with first sentences and reaction counts grounded in retrieved data, fulfilling the task completely (noting the first post had no text).", "timestamp": "2026-09-27T04:19:52.657Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 5 posts with first sentences and reaction counts grounded in retrieved data, fulfilling the task completely (noting the first post had no text).", "timestamp": "2026-09-27T04:19:52.618Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-27T04:19:52.580Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:19:52.542Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected tools, formed valid inputs, utilized retrieved data, and delivered a complete grounded answer.", "timestamp": "2026-09-27T04:19:52.512Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-27T04:19:52.473Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 5 posts with first sentences and reaction counts grounded in retrieved data, fulfilling the task completely (noting the first post had no text).", "timestamp": "2026-09-27T04:19:52.433Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve items — no redundant calls.", "timestamp": "2026-09-27T04:19:52.403Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the text and topReactionsCount fields from the dataset items to populate the final answer, matching the retrieved data exactly.", "timestamp": "2026-09-27T04:19:52.369Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set startUrls to the NASA Facebook page URL and resultsLimit to 5, which are the correct inputs per the schema.", "timestamp": "2026-09-27T04:19:52.330Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-27T04:19:52.290Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:10:52.694Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-27T04:10:52.662Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-09-27T04:10:52.624Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-09-27T04:10:52.585Z", "metadata": {} }, "check.fivePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-09-27T04:10:52.547Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-09-27T04:10:52.511Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:10:52.473Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-09-27T04:10:52.394Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{2,}/", "timestamp": "2026-09-27T04:10:52.312Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 5 posts with first sentences and reaction counts grounded in retrieved data, fulfilling the task completely (noting the first post had no text)." }, { "scenarioId": "facebook-posts-scraper-discovery-nasa-page", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:10:19.104Z", "day": "2026-09-27", "traceId": "4fb39c5b9b6efe18bc6ddad1d59e85e5", "observationId": "bacdcb5dd8e5ab1d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4fb39c5b9b6efe18bc6ddad1d59e85e5?observation=bacdcb5dd8e5ab1d", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "find", "title": "facebook-posts / find / nasa-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent provided all 5 most recent NASA Facebook posts with their text content and reaction counts, and correctly ended with 'Actor: apify/facebook-posts-scraper' as required.", "timestamp": "2026-09-27T04:19:47.561Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent provided all 5 most recent NASA Facebook posts with their text content and reaction counts, and correctly ended with 'Actor: apify/facebook-posts-scraper' as required.", "timestamp": "2026-09-27T04:19:47.516Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/facebook-posts-scraper", "timestamp": "2026-09-27T04:19:47.448Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-27T04:19:47.407Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:19:47.372Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly discovered the right actor, called it with proper arguments, retrieved real data, and presented a complete answer matching all task requirements.", "timestamp": "2026-09-27T04:19:47.325Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent provided all 5 most recent NASA Facebook posts with their text content and reaction counts, and correctly ended with 'Actor: apify/facebook-posts-scraper' as required.", "timestamp": "2026-09-27T04:19:47.280Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search-actors, fetch-actor-details, call-actor, and get-dataset-items - a direct and efficient path with no redundant calls.", "timestamp": "2026-09-27T04:19:47.224Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the run and directly reported the text and reaction counts from the actual dataset results, including specific post texts and like counts from the tool output.", "timestamp": "2026-09-27T04:19:47.191Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct startUrls with NASA's Facebook URL and set resultsLimit to 5, matching the task requirements perfectly.", "timestamp": "2026-09-27T04:19:47.138Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/facebook-posts-scraper, the official Apify actor for scraping Facebook page posts, which is exactly the intended subject.", "timestamp": "2026-09-27T04:19:47.102Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:11:03.175Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-27T04:11:03.127Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:11:03.087Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-posts-scraper\"", "timestamp": "2026-09-27T04:11:03.050Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-09-27T04:11:03.012Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent provided all 5 most recent NASA Facebook posts with their text content and reaction counts, and correctly ended with 'Actor: apify/facebook-posts-scraper' as required." }, { "scenarioId": "facebook-groups-scraper-usage-recent-activity", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:10:25.283Z", "day": "2026-09-27", "traceId": "86b30a9e0761d9343e6a6f7fceb817ef", "observationId": "c1764de41b87e188", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/86b30a9e0761d9343e6a6f7fceb817ef?observation=c1764de41b87e188", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "use", "title": "facebook-groups / use / recent-activity", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 14 numbers not in Actor output: 5", "timestamp": "2026-09-27T04:19:46.700Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 14 numbers not in Actor output: 5", "timestamp": "2026-09-27T04:19:46.624Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-27T04:19:46.589Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-27T04:19:46.547Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 14 numbers not in Actor output: 5", "timestamp": "2026-09-27T04:19:46.509Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-27T04:19:46.479Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The grounded check FAIL indicates one number (5) in the answer was not in Actor output; however reviewing the answer, the agent reported 572, 0, and 0 as comment counts — all present in the dataset preview — and no '5' appears in the final answer, suggesting the grounded check may have flagged something in the long member name lists. The agent did report all 3 posts with text and comment counts drawn from retrieved data, fulfilling the task.", "timestamp": "2026-09-27T04:19:46.439Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, get items — no redundant calls.", "timestamp": "2026-09-27T04:19:46.403Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The dataset item count showed 0 in the run summary (counts can lag), but the agent correctly followed the nextStep hint and fetched dataset items, successfully retrieving 3 items.", "timestamp": "2026-09-27T04:19:46.367Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent reported post texts and comment counts directly from the dataset items returned by get-dataset-items (572 comments for post 3, 0 for posts 1 and 2, with actual text content shown).", "timestamp": "2026-09-27T04:19:46.334Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed startUrls with the correct group URL, resultsLimit=3, and viewOption='RECENT_ACTIVITY', matching all required and optional parameters.", "timestamp": "2026-09-27T04:19:46.298Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-27T04:19:46.261Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:10:58.487Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-09-27T04:10:58.449Z", "metadata": {} }, "check.grounded": { "value": 0.929, "stringValue": null, "comment": "FAIL: 1 of 14 numbers not in Actor output: 5", "timestamp": "2026-09-27T04:10:58.414Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-09-27T04:10:58.376Z", "metadata": {} }, "check.sortOrder": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): viewOption", "timestamp": "2026-09-27T04:10:58.339Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-09-27T04:10:58.272Z", "metadata": {} }, "check.groupUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-09-27T04:10:58.235Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:10:58.196Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-09-27T04:10:58.153Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 14 numbers not in Actor output: 5" }, { "scenarioId": "facebook-groups-scraper-discovery-public-group-posts", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:10:30.172Z", "day": "2026-09-27", "traceId": "4eb4194b675a0a9888464d43a0edbc53", "observationId": "8ed6aefd65ab07dd", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4eb4194b675a0a9888464d43a0edbc53?observation=8ed6aefd65ab07dd", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "find", "title": "facebook-groups / find / public-group-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-09-27T04:19:41.382Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-09-27T04:19:41.294Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "memo23/facebook-public-group-posts-scraper", "comment": "Actors the agent ran: memo23/facebook-public-group-posts-scraper", "timestamp": "2026-09-27T04:19:41.261Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-27T04:19:41.229Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:19:41.196Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-09-27T04:19:41.160Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 3 posts with real content from the retrieved data and ended with 'Actor: memo23/facebook-public-group-posts-scraper', but used the wrong actor (not apify/facebook-groups-scraper) as confirmed by the rightActor and namedActor FAIL checks.", "timestamp": "2026-09-27T04:19:41.122Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct path: search → fetch details → call actor → get dataset items, with no redundant calls.", "timestamp": "2026-09-27T04:19:41.084Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run preview showed itemCount=0 but the agent correctly followed the nextStep hint to call get-dataset-items, which returned actual data — appropriate recovery.", "timestamp": "2026-09-27T04:19:41.050Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved actual dataset items (post text with member names, timestamps, group title 'Maths Formulas') and used them to describe the posts rather than inventing content.", "timestamp": "2026-09-27T04:19:41.014Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct group URL in startUrls, set maxItems to 3, and used CHRONOLOGICAL viewOption — all well-formed and sensible inputs matching the schema.", "timestamp": "2026-09-27T04:19:40.976Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task. However, it selected memo23/facebook-public-group-posts-scraper instead of the intended apify/facebook-groups-scraper, which is a discoverability/selection issue.", "timestamp": "2026-09-27T04:19:40.942Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:11:24.581Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-27T04:11:24.548Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:11:24.517Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-groups-scraper\"", "timestamp": "2026-09-27T04:11:24.484Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-09-27T04:11:24.452Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "memo23/facebook-public-group-posts-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper" }, { "scenarioId": "facebook-ads-scraper-usage-nike-last-30-days", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:10:38.607Z", "day": "2026-09-27", "traceId": "710da23acf3a86765a8dd7c9c9f16cb8", "observationId": "e942ef2f850fa345", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/710da23acf3a86765a8dd7c9c9f16cb8?observation=e942ef2f850fa345", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "use", "title": "facebook-ads / use / nike-last-30-days", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-09-27T04:19:43.850Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-09-27T04:19:43.771Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-27T04:19:43.731Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-27T04:19:43.696Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The Actor returned 20 items but reachEstimate and spend fields were null for all ads (visible in get-dataset-items results), and even the ad_details.aaa_info.eu_total_reach field was absent from the preview. The Actor promises reach and spend data via isDetailsPerAd but did not deliver it for Nike's non-political ads, leaving the agent unable to report the requested reach data.", "timestamp": "2026-09-27T04:19:43.662Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-09-27T04:19:43.626Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent retrieved 20 ads and reported a real ad body text, but the task explicitly asked to 'include the reach and spend data' and 'report reach data' — the agent could not fulfill this part because the data was null, meaning the task was not fully completed as specified.", "timestamp": "2026-09-27T04:19:43.585Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call to check ad_details fields for reach/spend after the first call showed nulls, which was a reasonable verification step rather than pointless repetition.", "timestamp": "2026-09-27T04:19:43.552Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first dataset fetch showed null reach/spend fields, the agent made a second call with ad_details fields to verify; finding them still null, it correctly reported this as a data availability limitation rather than an error.", "timestamp": "2026-09-27T04:19:43.517Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved actual dataset items and reported real ad body text ('Encuentra tu mejor estilo...') and correctly noted that reachEstimate and spend fields were null in the returned data, grounded in the actual tool results.", "timestamp": "2026-09-27T04:19:43.484Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with startUrls set to the Nike Facebook page URL, resultsLimit=20, isDetailsPerAd=true, and onlyAdsNewerThan='30 days' — all correct inputs matching the task requirements.", "timestamp": "2026-09-27T04:19:43.443Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running and retrieving results from apify/facebook-ads-scraper.", "timestamp": "2026-09-27T04:19:43.407Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:11:48.225Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-27T04:11:48.190Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 2 numbers found in Actor output", "timestamp": "2026-09-27T04:11:48.147Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-09-27T04:11:48.116Z", "metadata": {} }, "check.detailsFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): isDetailsPerAd", "timestamp": "2026-09-27T04:11:48.085Z", "metadata": {} }, "check.twentyAds": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-09-27T04:11:48.050Z", "metadata": {} }, "check.dateRange": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): onlyAdsNewerThan", "timestamp": "2026-09-27T04:11:48.019Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-09-27T04:11:47.983Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:11:47.947Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-ads-scraper", "timestamp": "2026-09-27T04:11:47.911Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-09-27T04:11:47.873Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "facebook-ads-scraper-discovery-nike-ad-library", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:10:52.726Z", "day": "2026-09-27", "traceId": "6d83d59bc523dc350a371345eef19e43", "observationId": "1256e507b25bc200", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6d83d59bc523dc350a371345eef19e43?observation=1256e507b25bc200", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "find", "title": "facebook-ads / find / nike-ad-library", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 10 active ads found, provided a real example body text from the retrieved data, and ended with 'Actor: apify/facebook-ads-scraper' as required.", "timestamp": "2026-09-27T04:19:37.217Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 10 active ads found, provided a real example body text from the retrieved data, and ended with 'Actor: apify/facebook-ads-scraper' as required.", "timestamp": "2026-09-27T04:19:37.182Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/facebook-ads-scraper", "timestamp": "2026-09-27T04:19:37.145Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-27T04:19:37.112Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:19:37.075Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first call-actor invocation passed startUrls as an array of plain strings (['https://www.facebook.com/nike']) instead of objects with a 'url' property ([{url: 'https://www.facebook.com/nike'}]), causing a validation failure. The input schema clearly shows items must be objects with a 'url' property, but the agent initially got this wrong.", "timestamp": "2026-09-27T04:19:37.043Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 active ads found, provided a real example body text from the retrieved data, and ended with 'Actor: apify/facebook-ads-scraper' as required.", "timestamp": "2026-09-27T04:19:37.004Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent did two parallel searches, fetched actor details, had one failed call due to input format, then one successful call and one dataset retrieval - reasonably efficient with only one avoidable failed call.", "timestamp": "2026-09-27T04:19:36.965Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'must be object' validation error, the agent correctly diagnosed the issue and reformatted startUrls from strings to objects with url properties, resulting in a successful run.", "timestamp": "2026-09-27T04:19:36.930Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items and directly quoted the body text 'Bring sports more fully into your day with the Nike App.' from the actual dataset results.", "timestamp": "2026-09-27T04:19:36.893Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed because startUrls was passed as an array of strings instead of objects with 'url' property; the agent corrected this on the second call with proper object format {url: 'https://www.facebook.com/nike'}, resultsLimit:10, and activeStatus:'active'.", "timestamp": "2026-09-27T04:19:36.858Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/facebook-ads-scraper, the official Apify actor for scraping Meta Ad Library data, which matches the intended subject.", "timestamp": "2026-09-27T04:19:36.820Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:11:46.053Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-27T04:11:46.018Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/facebook-ads-scraper run : CALL-FAILED", "timestamp": "2026-09-27T04:11:45.985Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-ads-scraper\"", "timestamp": "2026-09-27T04:11:45.919Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-ads-scraper", "timestamp": "2026-09-27T04:11:45.838Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "PASS: The agent reported 10 active ads found, provided a real example body text from the retrieved data, and ended with 'Actor: apify/facebook-ads-scraper' as required." }, { "scenarioId": "tripadvisor-usage-rome-restaurants", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:10:58.520Z", "day": "2026-09-27", "traceId": "cc372c96d24bc7aecb3fe7aa0e0ebc2e", "observationId": "4e61b144c91b2576", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/cc372c96d24bc7aecb3fe7aa0e0ebc2e?observation=4e61b144c91b2576", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "use", "title": "tripadvisor / use / rome-restaurants", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 10 restaurants with cuisine types, price ranges, and ratings, reported the count (10), and named the top restaurant (Cipasso, 4.9 rating) — fully fulfilling the task requirements.", "timestamp": "2026-09-27T04:19:34.084Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 10 restaurants with cuisine types, price ranges, and ratings, reported the count (10), and named the top restaurant (Cipasso, 4.9 rating) — fully fulfilling the task requirements.", "timestamp": "2026-09-27T04:19:34.052Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-27T04:19:34.013Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:19:33.974Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right tools, used correct inputs, utilized retrieved data accurately, handled the running state gracefully, followed an efficient plan, and delivered a complete answer.", "timestamp": "2026-09-27T04:19:33.937Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-09-27T04:19:33.904Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 restaurants with cuisine types, price ranges, and ratings, reported the count (10), and named the top restaurant (Cipasso, 4.9 rating) — fully fulfilling the task requirements.", "timestamp": "2026-09-27T04:19:33.860Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: one to fetch actor details, one to call the actor, two polls (necessary because the run was still in progress), and one to get dataset items — a reasonably direct path with no unnecessary repetition.", "timestamp": "2026-09-27T04:19:33.818Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor was still RUNNING after the first poll, so the agent correctly polled again with get-actor-run until it SUCCEEDED before fetching results.", "timestamp": "2026-09-27T04:19:33.775Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and directly used the returned fields (name, rating, cuisines, priceLevel) to populate the final answer table, matching the preview data exactly.", "timestamp": "2026-09-27T04:19:33.737Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with includeRestaurants:true, includeHotels:false, includeAttractions:false, maxItemsPerQuery:10, and query:'Rome' — all well-formed and appropriate for the task.", "timestamp": "2026-09-27T04:19:33.693Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the maxcopell/tripadvisor Actor and retrieving results.", "timestamp": "2026-09-27T04:19:33.641Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:13:01.028Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-27T04:13:00.993Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-09-27T04:13:00.956Z", "metadata": {} }, "check.ratingField": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-27T04:13:00.920Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-27T04:13:00.887Z", "metadata": {} }, "check.restaurantsMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeRestaurants", "timestamp": "2026-09-27T04:13:00.853Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:13:00.812Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-09-27T04:13:00.733Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[3-5]\\.\\d\\b/", "timestamp": "2026-09-27T04:13:00.659Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved 10 restaurants with cuisine types, price ranges, and ratings, reported the count (10), and named the top restaurant (Cipasso, 4.9 rating) — fully fulfilling the task requirements." }, { "scenarioId": "tripadvisor-discovery-barcelona-attractions", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:11:03.215Z", "day": "2026-09-27", "traceId": "c418cdadeae0b2ad69e4808e6d59bbdc", "observationId": "48c6589478613f61", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c418cdadeae0b2ad69e4808e6d59bbdc?observation=48c6589478613f61", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "find", "title": "tripadvisor / find / barcelona-attractions", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent produced a complete comparison table of 10 Barcelona attractions with ratings and review counts from retrieved data, and correctly named the actor as maxcopell/tripadvisor at the end, satisfying all task requirements despite the run still being in RUNNING state when data was fetched.", "timestamp": "2026-09-27T04:19:28.100Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent produced a complete comparison table of 10 Barcelona attractions with ratings and review counts from retrieved data, and correctly named the actor as maxcopell/tripadvisor at the end, satisfying all task requirements despite the run still being in RUNNING state when data was fetched.", "timestamp": "2026-09-27T04:19:28.062Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: maxcopell/tripadvisor", "timestamp": "2026-09-27T04:19:28.026Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-27T04:19:27.986Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:19:27.876Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent found the correct actor, used appropriate inputs, retrieved and utilized real data, handled the long-running actor gracefully by polling and fetching partial results, and delivered a complete answer.", "timestamp": "2026-09-27T04:19:27.789Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a complete comparison table of 10 Barcelona attractions with ratings and review counts from retrieved data, and correctly named the actor as maxcopell/tripadvisor at the end, satisfying all task requirements despite the run still being in RUNNING state when data was fetched.", "timestamp": "2026-09-27T04:19:27.757Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent performed search, fetch-actor-details, call-actor, three polling calls, and get-dataset-items — the three polling calls were necessary given the actor was still running, making the path reasonably direct.", "timestamp": "2026-09-27T04:19:27.725Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run remained in RUNNING status throughout all polling attempts; the agent polled multiple times (3 get-actor-run calls) and then retrieved partial data (10 items) from the still-running actor rather than waiting for completion.", "timestamp": "2026-09-27T04:19:27.684Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items with name, rating, numberOfReviews, and rankingPosition fields from the actual dataset (NgZvoDCeuzDmggExF) and used those exact values in the final answer table.", "timestamp": "2026-09-27T04:19:27.653Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called maxcopell/tripadvisor with query='Barcelona', maxItemsPerQuery=20, includeAttractions=true, includeRestaurants=false, includeHotels=false, which are well-formed and appropriate inputs for the task.", "timestamp": "2026-09-27T04:19:27.618Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used maxcopell/tripadvisor (not the -reviews sibling) which supports attractions scraping, as confirmed by the rightActor PASS check.", "timestamp": "2026-09-27T04:19:27.533Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:14:22.219Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-27T04:14:22.181Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): maxcopell/tripadvisor run 1abuzJy6hVHLjbika: RUNNING", "timestamp": "2026-09-27T04:14:22.146Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /maxcopell/tripadvisor(?!-)/", "timestamp": "2026-09-27T04:14:22.074Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-09-27T04:14:21.998Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "PASS: The agent produced a complete comparison table of 10 Barcelona attractions with ratings and review counts from retrieved data, and correctly named the actor as maxcopell/tripadvisor at the end, satisfying all task requirements despite the run still being in RUNNING state when data was fetched." }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:11:24.480Z", "day": "2026-09-27", "traceId": "b8ee7e80e0db86c9ed3ddb6a9e6ed327", "observationId": "c44cdd9d3cdedcb6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b8ee7e80e0db86c9ed3ddb6a9e6ed327?observation=c44cdd9d3cdedcb6", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-09-27T04:19:27.580Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:19:27.498Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The actor run w5cA8HhMnjTuBbw3o stayed in RUNNING state for over 4 minutes with statusMessage 'Nothing extracted yet' and 0 dataset items before the session timed out. The actor provided no actionable error or timeout signal that would allow the agent to report a failure reason or retry differently, leaving the task impossible to complete.", "timestamp": "2026-09-27T04:19:27.466Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 0, "stringValue": null, "comment": "get-actor-run: data/waitSecs must be <= 45", "timestamp": "2026-09-27T04:19:27.429Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The actor run never completed (remained RUNNING with 0 dataset items due to session timeout), so the agent could not report the AI Mode answer text or source count, leaving the task unfulfilled.", "timestamp": "2026-09-27T04:19:27.392Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent polled get-actor-run 6 times over ~290 seconds as the actor kept running; while repetitive, this was necessary given the actor never finished, and the session timed out — the polling was appropriate given the circumstances.", "timestamp": "2026-09-27T04:19:27.357Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the agent tried waitSecs=60 and got a validation error, it immediately corrected to waitSecs=45 and continued polling, which is reasonable error handling.", "timestamp": "2026-09-27T04:19:27.310Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set queries='best crm for small business', countryCode='gb', maxPagesPerQuery=1, and aiModeSearch.enableAiMode=true — all correct inputs matching the task requirements.", "timestamp": "2026-09-27T04:19:27.276Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema and then call-actor with apify/google-search-scraper, which is the intended actor for this task.", "timestamp": "2026-09-27T04:19:27.219Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-09-27T04:16:25.078Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-09-27T04:16:25.045Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 0 items ok", "timestamp": "2026-09-27T04:16:25.011Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-09-27T04:16:24.974Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-09-27T04:16:24.943Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-09-27T04:16:24.910Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-09-27T04:16:24.872Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper run w5cA8HhMnjTuBbw3o: RUNNING", "timestamp": "2026-09-27T04:16:24.797Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-09-27T04:16:24.715Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "schemaValidity", "ranOk" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:11:24.612Z", "day": "2026-09-27", "traceId": "d72d5bd2472ef03184e9ae297bbc3f70", "observationId": "b6af2ff588a10a28", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d72d5bd2472ef03184e9ae297bbc3f70?observation=b6af2ff588a10a28", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-09-27T04:19:26.594Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-09-27T04:19:26.518Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-27T04:19:26.483Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-27T04:19:26.448Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The get-dataset-items call with fields='organicResults.position,organicResults.title,organicResults.url,organicResults.displayedUrl' returned empty items ({}), suggesting the dot-notation field projection did not work as expected for nested array fields, forcing the agent to fetch all data and then potentially invent the top 3 domains since the organicResults array was not visible in the truncated preview.", "timestamp": "2026-09-27T04:19:26.408Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-27T04:19:26.374Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 9 organic results (matching the status message) but the top 3 domains cited (goleasy.de, leasingmarkt.de, insta-drive.com) cannot be verified from the tool result previews shown - the organicResults data was truncated in the preview, raising concerns about whether these domains were actually in the retrieved data or fabricated.", "timestamp": "2026-09-27T04:19:26.334Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra tool call because the first get-dataset-items with field projection returned empty results, requiring a second call without field filtering - a minor inefficiency but reasonable recovery.", "timestamp": "2026-09-27T04:19:26.302Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first get-dataset-items call with field filtering returned empty items, the agent correctly retried without field filtering to get the full data.", "timestamp": "2026-09-27T04:19:26.258Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved the dataset and reported 9 organic results from the status message, but the top 3 domains (goleasy.de, leasingmarkt.de, insta-drive.com) do not appear in the tool result preview - the full organicResults data was not visible in the preview, and the first field-filtered call returned empty items ({}).", "timestamp": "2026-09-27T04:19:26.227Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed queries='elektroauto leasing', countryCode='de', and maxPagesPerQuery=1, which are correct, but omitted languageCode='de' which the harness flagged as FAIL (lang check).", "timestamp": "2026-09-27T04:19:26.167Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items tools, which are the appropriate tools for running apify/google-search-scraper and retrieving results.", "timestamp": "2026-09-27T04:19:26.129Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:11:59.114Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-09-27T04:11:59.079Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-09-27T04:11:59.033Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-09-27T04:11:58.997Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-09-27T04:11:58.964Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode = undefined (expected equals \"de\")", "timestamp": "2026-09-27T04:11:58.925Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-09-27T04:11:58.891Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-09-27T04:11:58.850Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:11:58.777Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-09-27T04:11:58.693Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:11:46.089Z", "day": "2026-09-27", "traceId": "4166325557b71092e584bbe684845e6d", "observationId": "343134ed5fd5d199", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4166325557b71092e584bbe684845e6d?observation=343134ed5fd5d199", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents 5 organic results with titles, URLs, and snippets from the retrieved data, ends with 'Actor: apify/google-search-scraper', and fulfills all task requirements.", "timestamp": "2026-09-27T04:19:23.638Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents 5 organic results with titles, URLs, and snippets from the retrieved data, ends with 'Actor: apify/google-search-scraper', and fulfills all task requirements.", "timestamp": "2026-09-27T04:19:23.605Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-09-27T04:19:23.569Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-27T04:19:23.533Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:19:23.493Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered, ran, and reported results from apify/google-search-scraper for the query 'apify web scraping' with first-page-only results.", "timestamp": "2026-09-27T04:19:23.457Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents 5 organic results with titles, URLs, and snippets from the retrieved data, ends with 'Actor: apify/google-search-scraper', and fulfills all task requirements.", "timestamp": "2026-09-27T04:19:23.419Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call due to the field projection returning empty results, but this was a necessary recovery step rather than pointless repetition, keeping the overall path reasonably direct.", "timestamp": "2026-09-27T04:19:23.365Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with field projection returned an empty object {}; the agent immediately retried without field projection and successfully retrieved the full data.", "timestamp": "2026-09-27T04:19:23.325Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and presented the organic results (titles, URLs, snippets) directly from the tool output, matching the data visible in the get-dataset-items preview.", "timestamp": "2026-09-27T04:19:23.291Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with queries='apify web scraping' and maxPagesPerQuery=1, which correctly limits to the first results page as required.", "timestamp": "2026-09-27T04:19:23.224Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors to find apify/google-search-scraper, then fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-09-27T04:19:23.140Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:12:30.835Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-27T04:12:30.799Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:12:30.763Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-09-27T04:12:30.683Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-09-27T04:12:30.589Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents 5 organic results with titles, URLs, and snippets from the retrieved data, ends with 'Actor: apify/google-search-scraper', and fulfills all task requirements." }, { "scenarioId": "google-maps-contact-details-usage-toronto-roofers", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:11:48.261Z", "day": "2026-09-27", "traceId": "9a9a373dfee7a9c2340248a036641df9", "observationId": "816f0ac6852462cb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9a9a373dfee7a9c2340248a036641df9?observation=816f0ac6852462cb", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "use", "title": "google-maps-contact-details / use / toronto-roofers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 3 of 10 items missing emails", "timestamp": "2026-09-27T04:19:16.239Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 3 of 10 items missing emails", "timestamp": "2026-09-27T04:19:16.168Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-27T04:19:16.126Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-27T04:19:16.090Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 3 of 10 items missing emails", "timestamp": "2026-09-27T04:19:16.056Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-09-27T04:19:16.022Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a complete table of 10 Toronto roofing companies with names, websites, emails, and social profiles from actual retrieved data, and correctly reported that 7 out of 10 had email addresses (matching the fields check showing 3 items missing emails).", "timestamp": "2026-09-27T04:19:15.985Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent fetched actor details once, called the actor once, polled three times (necessary because the run took ~169 seconds), then fetched dataset items once — a reasonably direct path with no unnecessary repetition.", "timestamp": "2026-09-27T04:19:15.919Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run was still in RUNNING state after the initial 45-second wait, so the agent correctly polled with get-actor-run multiple times until SUCCEEDED status was confirmed.", "timestamp": "2026-09-27T04:19:15.883Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and directly used the returned data (titles, websites, emails, social profiles) to populate the final answer table without inventing any values.", "timestamp": "2026-09-27T04:19:15.850Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=['roofing companies'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=10, language='en', and scrapeSocialMediaProfiles with facebooks and instagrams enabled — all sensible and correct inputs for the task.", "timestamp": "2026-09-27T04:19:15.816Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the specified Actor and retrieving results.", "timestamp": "2026-09-27T04:19:15.782Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:14:58.791Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-09-27T04:14:58.758Z", "metadata": {} }, "check.count": { "value": 1, "stringValue": null, "comment": "PASS (warn): answer matches /[0-9]/", "timestamp": "2026-09-27T04:14:58.723Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 3 of 10 items missing emails", "timestamp": "2026-09-27T04:14:58.681Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-27T04:14:58.648Z", "metadata": {} }, "check.socials": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): scrapeSocialMediaProfiles", "timestamp": "2026-09-27T04:14:58.613Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-09-27T04:14:58.575Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:14:58.507Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-09-27T04:14:58.434Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 3 of 10 items missing emails" }, { "scenarioId": "google-maps-contact-details-discovery-toronto-roofers-emails", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:11:59.146Z", "day": "2026-09-27", "traceId": "704e81281dda571f2089209af5a71d91", "observationId": "0666d833e26d86eb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/704e81281dda571f2089209af5a71d91?observation=0666d833e26d86eb", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "find", "title": "google-maps-contact-details / find / toronto-roofers-emails", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used logical_scrapers/google-maps-email-extractor; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-09-27T04:19:16.005Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used logical_scrapers/google-maps-email-extractor; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-09-27T04:19:15.918Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "logical_scrapers/google-maps-email-extractor", "comment": "Actors the agent ran: logical_scrapers/google-maps-email-extractor", "timestamp": "2026-09-27T04:19:15.886Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-27T04:19:15.852Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:19:15.818Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used logical_scrapers/google-maps-email-extractor; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-09-27T04:19:15.783Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent completed the task by finding 10 roofing companies in Toronto, reporting email counts (1 out of 10), and ending with the Actor line as required, but used the wrong actor (logical_scrapers/google-maps-email-extractor instead of lukaskrivka/google-maps-with-contact-details).", "timestamp": "2026-09-27T04:19:15.750Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent searched, fetched actor details, called the actor, polled for completion three times (reasonable given run duration), and retrieved results - a direct and efficient path.", "timestamp": "2026-09-27T04:19:15.713Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and accurately reported all 10 companies with their email status, correctly identifying that only 1 (Prime Roof Repair) had an email.", "timestamp": "2026-09-27T04:19:15.676Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called logical_scrapers/google-maps-email-extractor with businessType='roofing companies', location='Toronto', maxResults=10, which are all valid required fields with sensible values.", "timestamp": "2026-09-27T04:19:15.639Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for actors and found lukaskrivka/google-maps-with-contact-details in the search results but chose logical_scrapers/google-maps-email-extractor instead, which is a less established actor (734 users vs 90471 users). The rightActor check is confirmed FAIL.", "timestamp": "2026-09-27T04:19:15.602Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:15:07.173Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-27T04:15:07.137Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:15:07.099Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"lukaskrivka/google-maps-with-contact-details\"", "timestamp": "2026-09-27T04:15:07.006Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used logical_scrapers/google-maps-email-extractor; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-09-27T04:15:06.919Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "logical_scrapers/google-maps-email-extractor", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used logical_scrapers/google-maps-email-extractor; expected lukaskrivka/google-maps-with-contact-details" }, { "scenarioId": "google-maps-reviews-usage-ritz-trend", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:12:30.872Z", "day": "2026-09-27", "traceId": "aa992451f72fce8099930988e06e5f1d", "observationId": "9f942db31d912e9a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/aa992451f72fce8099930988e06e5f1d?observation=9f942db31d912e9a", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "use", "title": "google-maps-reviews / use / ritz-trend", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent computed averages for newest 15 (3.92) vs previous 15 (4.64) and stated the trend is DOWN, correctly handling the 7 null-star items by computing averages over only rated reviews, fulfilling all task requirements.", "timestamp": "2026-09-27T04:19:14.064Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent computed averages for newest 15 (3.92) vs previous 15 (4.64) and stated the trend is DOWN, correctly handling the 7 null-star items by computing averages over only rated reviews, fulfilling all task requirements.", "timestamp": "2026-09-27T04:19:14.029Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-27T04:19:13.992Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:19:13.954Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified the URL issue, recovered, retrieved 30 items, handled missing stars, computed both averages, and reported the trend direction.", "timestamp": "2026-09-27T04:19:13.922Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-09-27T04:19:13.888Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent computed averages for newest 15 (3.92) vs previous 15 (4.64) and stated the trend is DOWN, correctly handling the 7 null-star items by computing averages over only rated reviews, fulfilling all task requirements.", "timestamp": "2026-09-27T04:19:13.854Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed two actor runs (one failed, one succeeded) plus a KV store check and dataset fetch — a reasonable path given the URL format issue required diagnosis.", "timestamp": "2026-09-27T04:19:13.824Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first run failed with 'Failed to parse response from Google Maps' due to a non-canonical URL; the agent inspected the key-value store error and retried with a search URL format, which succeeded.", "timestamp": "2026-09-27T04:19:13.756Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the star ratings and dates returned in the dataset items to compute averages, matching the preview data exactly.", "timestamp": "2026-09-27T04:19:13.716Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The second call used reviewsSort='newest', maxReviews=30, and a valid search URL format, which produced 30 items successfully.", "timestamp": "2026-09-27T04:19:13.681Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-key-value-store-record, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-09-27T04:19:13.609Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:13:57.159Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-09-27T04:13:57.118Z", "metadata": {} }, "check.stars": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 7 of 30 items missing stars", "timestamp": "2026-09-27T04:13:57.085Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 30 items ok", "timestamp": "2026-09-27T04:13:57.048Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxReviews", "timestamp": "2026-09-27T04:13:57.013Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:13:56.973Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-reviews-scraper", "timestamp": "2026-09-27T04:13:56.895Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[1-5](\\.\\d+)?\\b/", "timestamp": "2026-09-27T04:13:56.801Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "stars" ], "judgeComment": "PASS: The agent computed averages for newest 15 (3.92) vs previous 15 (4.64) and stated the trend is DOWN, correctly handling the 7 null-star items by computing averages over only rated reviews, fulfilling all task requirements." }, { "scenarioId": "google-maps-reviews-discovery-ritz", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:13:01.061Z", "day": "2026-09-27", "traceId": "b766b3f38d224b314130f2f64211d71c", "observationId": "ec02480ba2a70425", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b766b3f38d224b314130f2f64211d71c?observation=ec02480ba2a70425", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "find", "title": "google-maps-reviews / find / ritz", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent produced a well-structured summary of complaints and praises grounded in the 30 retrieved reviews, and correctly ended with 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-09-27T04:19:14.112Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent produced a well-structured summary of complaints and praises grounded in the 30 retrieved reviews, and correctly ended with 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-09-27T04:19:14.080Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-09-27T04:19:14.025Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-27T04:19:13.988Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:19:13.954Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent found the right actor, recovered from errors, used real data, and delivered a complete answer matching the task requirements.", "timestamp": "2026-09-27T04:19:13.924Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a well-structured summary of complaints and praises grounded in the 30 retrieved reviews, and correctly ended with 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-09-27T04:19:13.887Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent required 3 actor calls to get results (one schema error, one URL parse failure, one success), plus a key-value store inspection to diagnose the second failure, adding some overhead but each step was purposeful.", "timestamp": "2026-09-27T04:19:13.849Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first call failed with input validation (startUrls must be array of objects), and the second call succeeded but returned 0 items due to URL parsing failure; the agent diagnosed both issues and retried with a /maps/search URL that successfully returned 30 reviews.", "timestamp": "2026-09-27T04:19:13.789Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the 30 dataset items and grounded the summary in actual review text visible in the preview (e.g., Torali restaurant complaints, Marriott WiFi issues, Agnes at front desk, birthday cake praise, Club Lounge highlights).", "timestamp": "2026-09-27T04:19:13.709Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call used startUrls as a plain string instead of an array of objects, causing a validation error; the agent then corrected it to the proper format with {url: ...} objects, and the third call used a /maps/search URL which successfully returned 30 items.", "timestamp": "2026-09-27T04:19:13.679Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used compass/Google-Maps-Reviews-Scraper, the intended actor for scraping Google Maps reviews.", "timestamp": "2026-09-27T04:19:13.602Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:14:35.034Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-27T04:14:35.002Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): compass/Google-Maps-Reviews-Scraper run : CALL-FAILED", "timestamp": "2026-09-27T04:14:34.964Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"compass/google-maps-reviews-scraper\"", "timestamp": "2026-09-27T04:14:34.920Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-09-27T04:14:34.883Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "PASS: The agent produced a well-structured summary of complaints and praises grounded in the 30 retrieved reviews, and correctly ended with 'Actor: compass/Google-Maps-Reviews-Scraper' as required." }, { "scenarioId": "google-maps-extractor-usage-toronto-plumbers", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:13:57.190Z", "day": "2026-09-27", "traceId": "908d6804d912e1157744e07d42a5c9d9", "observationId": "51efaa1dc33c7972", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/908d6804d912e1157744e07d42a5c9d9?observation=51efaa1dc33c7972", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "use", "title": "google-maps-extractor / use / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 2 of 15 items missing address", "timestamp": "2026-09-27T04:19:04.889Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 2 of 15 items missing address", "timestamp": "2026-09-27T04:19:04.812Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-27T04:19:04.772Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-27T04:19:04.739Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 2 of 15 items missing address", "timestamp": "2026-09-27T04:19:04.702Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-27T04:19:04.632Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned all 15 plumbers with name, phone, and rating from real data; 2 items lacked addresses (a data limitation noted honestly), and the agent correctly identified 6 businesses tied at 5.0 stars as highest-rated, naming them all.", "timestamp": "2026-09-27T04:19:04.596Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve results — no redundant calls.", "timestamp": "2026-09-27T04:19:04.560Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "Two items had null addresses (confirmed by fields FAIL check); the agent handled this gracefully by noting 'No address listed' for those two entries.", "timestamp": "2026-09-27T04:19:04.525Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 18 numbers in the answer were found in Actor output, and the agent's table directly reflects the dataset items returned.", "timestamp": "2026-09-27T04:19:04.489Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called compass/google-maps-extractor with searchStringsArray=['plumber'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=15, and language='en' — all well-formed and appropriate.", "timestamp": "2026-09-27T04:19:04.417Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-27T04:19:04.382Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:14:30.919Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-09-27T04:14:30.885Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 18 numbers found in Actor output", "timestamp": "2026-09-27T04:14:30.847Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /[1-5][.][0-9]/", "timestamp": "2026-09-27T04:14:30.807Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 15 items missing address", "timestamp": "2026-09-27T04:14:30.772Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 15 items ok", "timestamp": "2026-09-27T04:14:30.739Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-09-27T04:14:30.701Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:14:30.634Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-extractor", "timestamp": "2026-09-27T04:14:30.554Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 2 of 15 items missing address" }, { "scenarioId": "google-maps-extractor-discovery-toronto-plumbers", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:14:22.270Z", "day": "2026-09-27", "traceId": "33a30985c32d3281db910c56e00fb9f1", "observationId": "41093e69b043f0cf", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/33a30985c32d3281db910c56e00fb9f1?observation=41093e69b043f0cf", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "find", "title": "google-maps-extractor / find / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents all 15 plumbers in Toronto with name, address, phone, website, and rating (no reviews), and ends with exactly 'Actor: compass/crawler-google-places' as required.", "timestamp": "2026-09-27T04:19:03.726Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents all 15 plumbers in Toronto with name, address, phone, website, and rating (no reviews), and ends with exactly 'Actor: compass/crawler-google-places' as required.", "timestamp": "2026-09-27T04:19:03.691Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/crawler-google-places", "timestamp": "2026-09-27T04:19:03.649Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-27T04:19:03.613Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:19:03.578Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered, configured, ran, and reported results from compass/crawler-google-places with the required fields and count.", "timestamp": "2026-09-27T04:19:03.540Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents all 15 plumbers in Toronto with name, address, phone, website, and rating (no reviews), and ends with exactly 'Actor: compass/crawler-google-places' as required.", "timestamp": "2026-09-27T04:19:03.502Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search calls (one for 'plumber business listings local' and one for 'Google Maps'), then fetched actor details, called the actor, polled once, and retrieved items — a reasonably direct path with only one extra search call.", "timestamp": "2026-09-27T04:19:03.465Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 15 dataset items via get-dataset-items and presented all 15 listings with name, address, phone, website, and rating directly from the returned data.", "timestamp": "2026-09-27T04:19:03.411Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with searchStringsArray=['plumber'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=15, and language='en' — all correct and well-formed inputs matching the task requirements.", "timestamp": "2026-09-27T04:19:03.373Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for actors, found compass/crawler-google-places (the production default for Google Maps listings), fetched its details, ran it, polled for completion, and retrieved dataset items — all appropriate tools for the task.", "timestamp": "2026-09-27T04:19:03.327Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:15:16.741Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-27T04:15:16.700Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:15:16.662Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /compass/(google-maps-extractor|crawler-google-places)/", "timestamp": "2026-09-27T04:15:16.627Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-09-27T04:15:16.588Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents all 15 plumbers in Toronto with name, address, phone, website, and rating (no reviews), and ends with exactly 'Actor: compass/crawler-google-places' as required." }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:14:30.951Z", "day": "2026-09-27", "traceId": "da77ac996988e0cac2df98e242ebadd3", "observationId": "4043d101d6e198d1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/da77ac996988e0cac2df98e242ebadd3?observation=4043d101d6e198d1", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check items: 50 items, expected at most 10", "timestamp": "2026-09-27T04:19:02.949Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check items: 50 items, expected at most 10", "timestamp": "2026-09-27T04:19:02.825Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-27T04:19:02.788Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-27T04:19:02.753Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check items: 50 items, expected at most 10", "timestamp": "2026-09-27T04:19:02.717Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-27T04:19:02.683Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 coffee shops with names, addresses, phones, and ratings from real data, and correctly identified the highest-rated ones (The Miners Coffee Komunardů and KAFE 608 at 4.9 stars), fulfilling the core task requirements despite the cap overage.", "timestamp": "2026-09-27T04:19:02.645Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used a logical 3-step flow (fetch details, call actor, get items) with no redundant calls.", "timestamp": "2026-09-27T04:19:02.608Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used actual data from the dataset items (grounded check PASS), correctly reporting names, addresses, phones, and ratings from the retrieved results.", "timestamp": "2026-09-27T04:19:02.562Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent set maxCrawledPlacesPerSearch=50 instead of 10 as the task requested, which caused the cap check to FAIL; the task asked for 10 coffee shops but the agent retrieved 50.", "timestamp": "2026-09-27T04:19:02.447Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for this task with the specified compass/crawler-google-places actor.", "timestamp": "2026-09-27T04:19:02.357Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:15:16.238Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: items", "timestamp": "2026-09-27T04:15:16.204Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 2 numbers found in Actor output", "timestamp": "2026-09-27T04:15:16.166Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 50 items ok", "timestamp": "2026-09-27T04:15:16.134Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 50 items, expected at most 10", "timestamp": "2026-09-27T04:15:16.099Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): compass/crawler-google-places: maxCrawledPlacesPerSearch = 50 (expected lte 10)", "timestamp": "2026-09-27T04:15:16.064Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:15:16.027Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-09-27T04:15:15.950Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-09-27T04:15:15.866Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "cap" ], "judgeComment": "FAIL: check items: 50 items, expected at most 10" }, { "scenarioId": "crawler-google-places-discovery-miami-gyms", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:14:35.067Z", "day": "2026-09-27", "traceId": "36080d3992ffbaa23fd613369d0e4660", "observationId": "5f2b7e9cf5f95840", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/36080d3992ffbaa23fd613369d0e4660?observation=5f2b7e9cf5f95840", "subject": "compass/crawler-google-places", "owner": "google", "skill": "find", "title": "crawler-google-places / find / miami-gyms", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used xtracto/gmaps-places-by-category, shahabuddin38/Google-Maps-Local-SEO-Scraper; expected compass/crawler-google-places", "timestamp": "2026-09-27T04:19:04.614Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used xtracto/gmaps-places-by-category, shahabuddin38/Google-Maps-Local-SEO-Scraper; expected compass/crawler-google-places", "timestamp": "2026-09-27T04:19:04.533Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "xtracto/gmaps-places-by-category", "comment": "Actors the agent ran: xtracto/gmaps-places-by-category, shahabuddin38/Google-Maps-Local-SEO-Scraper", "timestamp": "2026-09-27T04:19:04.489Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-27T04:19:04.452Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:19:04.416Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used xtracto/gmaps-places-by-category, shahabuddin38/Google-Maps-Local-SEO-Scraper; expected compass/crawler-google-places", "timestamp": "2026-09-27T04:19:04.373Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent produced a complete table of 20 Miami gyms with ratings, review counts, and opening hours grounded in retrieved data, fulfilling the task requirements, though it used the wrong actors (not compass/crawler-google-places).", "timestamp": "2026-09-27T04:19:04.332Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran two actors sequentially — the first lacked review counts, prompting a second run — which added overhead, but the overall path was reasonably direct with no pointless repetition beyond the necessary fallback.", "timestamp": "2026-09-27T04:19:04.292Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first actor (xtracto) returned null review_counts, so the agent ran a second actor (shahabuddin38) that provided review counts and opening hours, effectively recovering from incomplete data.", "timestamp": "2026-09-27T04:19:04.258Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from both runs and built the final table directly from the retrieved data (ratings, review counts, opening hours all match the tool results preview).", "timestamp": "2026-09-27T04:19:04.219Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Both actor calls used well-formed inputs with correct location ('Miami, Florida'), category/query ('gym'), and max_items/maxResults of 20, matching the task requirements.", "timestamp": "2026-09-27T04:19:04.183Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used xtracto/gmaps-places-by-category and shahabuddin38/Google-Maps-Local-SEO-Scraper instead of the intended compass/crawler-google-places; the rightActor check is FAIL, meaning the agent picked wrong actors despite searching the store.", "timestamp": "2026-09-27T04:19:03.998Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:16:26.582Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-27T04:16:26.547Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:16:26.514Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"compass/crawler-google-places\"", "timestamp": "2026-09-27T04:16:26.483Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used xtracto/gmaps-places-by-category, shahabuddin38/Google-Maps-Local-SEO-Scraper; expected compass/crawler-google-places", "timestamp": "2026-09-27T04:16:26.449Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "xtracto/gmaps-places-by-category", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used xtracto/gmaps-places-by-category, shahabuddin38/Google-Maps-Local-SEO-Scraper; expected compass/crawler-google-places" }, { "scenarioId": "contact-info-scraper-usage-two-domains-shallow", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:14:58.822Z", "day": "2026-09-27", "traceId": "38f3082f006f59acad143d2b45a143d1", "observationId": "c1ef8d8beef1f84a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/38f3082f006f59acad143d2b45a143d1?observation=c1ef8d8beef1f84a", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "use", "title": "contact-info / use / two-domains-shallow", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-09-27T04:18:53.933Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-09-27T04:18:53.847Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-27T04:18:53.812Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-27T04:18:53.776Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-09-27T04:18:53.735Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-27T04:18:53.699Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported emails and social profiles per domain from actual retrieved data, correctly noting no emails for notion.so; however the deterministic check 'fields' FAILED because 2 of 2 items are missing the 'url' field and 1 of 2 items is missing 'emails', indicating the output schema had gaps, though the agent's report itself was grounded in the data it received and fulfilled the user-facing task adequately.", "timestamp": "2026-09-27T04:18:53.659Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve results — no redundant calls or retries.", "timestamp": "2026-09-27T04:18:53.621Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent's final report directly reflects the dataset items returned by get-dataset-items, including hello@apify.com, the LinkedIn/Twitter/YouTube/TikTok/Discord profiles for apify.com, and the empty email/social fields for notion.so.", "timestamp": "2026-09-27T04:18:53.580Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed both URLs as startUrls, set maxDepth=1 for one level deep, enabled mergeContacts and sameDomain, and included proxyConfig as required; all inputs were well-formed and the deterministic checks for urls and depth both passed.", "timestamp": "2026-09-27T04:18:53.546Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-27T04:18:53.507Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:15:30.600Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-09-27T04:15:30.561Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-09-27T04:15:30.524Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 2 items ok", "timestamp": "2026-09-27T04:15:30.489Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): maxDepth", "timestamp": "2026-09-27T04:15:30.454Z", "metadata": {} }, "check.urls": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-09-27T04:15:30.421Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:15:30.349Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used vdrmota/contact-info-scraper", "timestamp": "2026-09-27T04:15:30.274Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails" }, { "scenarioId": "contact-info-scraper-discovery-notion-website", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:15:07.204Z", "day": "2026-09-27", "traceId": "49486236b0140ddd84d104fb8ce7bd70", "observationId": "45e687ce1791c0c2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/49486236b0140ddd84d104fb8ce7bd70?observation=45e687ce1791c0c2", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "find", "title": "contact-info / find / notion-website", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used igolaizola/web-contact-scraper; expected vdrmota/contact-info-scraper", "timestamp": "2026-09-27T04:18:52.466Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used igolaizola/web-contact-scraper; expected vdrmota/contact-info-scraper", "timestamp": "2026-09-27T04:18:52.380Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "igolaizola/web-contact-scraper", "comment": "Actors the agent ran: igolaizola/web-contact-scraper", "timestamp": "2026-09-27T04:18:52.341Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-27T04:18:52.301Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:18:52.261Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used igolaizola/web-contact-scraper; expected vdrmota/contact-info-scraper", "timestamp": "2026-09-27T04:18:52.220Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task was completed in that contact info was returned and the Actor name was cited, but the wrong Actor (igolaizola/web-contact-scraper vs. vdrmota/contact-info-scraper) was used as confirmed by the FAIL on rightActor and namedActor checks.", "timestamp": "2026-09-27T04:18:52.185Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search-actors calls in parallel, then called the actor, polled twice for completion, and retrieved results — a reasonably direct path with no unnecessary repetition.", "timestamp": "2026-09-27T04:18:52.143Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items showing emails ['rich_text_link_team@makenotion.com', 'team@makenotion.com'] and correctly reported them in the final answer, including honest reporting of null phones and socials.", "timestamp": "2026-09-27T04:18:52.110Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the URL as an array item in the 'urls' field matching the Actor's required input schema, which is correct for igolaizola/web-contact-scraper.", "timestamp": "2026-09-27T04:18:52.072Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used igolaizola/web-contact-scraper instead of the intended vdrmota/contact-info-scraper; the rightActor check is FAIL, meaning the wrong Actor was selected despite both being contact scrapers.", "timestamp": "2026-09-27T04:18:52.031Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:16:52.506Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-27T04:16:52.468Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:16:52.423Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"vdrmota/contact-info-scraper\"", "timestamp": "2026-09-27T04:16:52.346Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used igolaizola/web-contact-scraper; expected vdrmota/contact-info-scraper", "timestamp": "2026-09-27T04:16:52.262Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "igolaizola/web-contact-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used igolaizola/web-contact-scraper; expected vdrmota/contact-info-scraper" }, { "scenarioId": "booking-scraper-usage-amsterdam-three-adults", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:15:16.273Z", "day": "2026-09-27", "traceId": "cfa475877aed32eec0458eeab7b08c1a", "observationId": "ce1c73a0c22b562c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/cfa475877aed32eec0458eeab7b08c1a?observation=ce1c73a0c22b562c", "subject": "voyager/booking-scraper", "owner": "google", "skill": "use", "title": "booking / use / amsterdam-three-adults", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer correctly reports 10 hotels retrieved, the cheapest nightly price (€41.24, Y Hostel), and the highest-rated property (The Bee Hostel, 8.8/10), all grounded in the retrieved dataset.", "timestamp": "2026-09-27T04:18:51.772Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer correctly reports 10 hotels retrieved, the cheapest nightly price (€41.24, Y Hostel), and the highest-rated property (The Bee Hostel, 8.8/10), all grounded in the retrieved dataset.", "timestamp": "2026-09-27T04:18:51.727Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-27T04:18:51.684Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-27T04:18:51.644Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor used, correct inputs including 3 adults, data properly retrieved and utilized, errors handled, efficient execution, and complete answer delivered.", "timestamp": "2026-09-27T04:18:51.604Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-09-27T04:18:51.570Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer correctly reports 10 hotels retrieved, the cheapest nightly price (€41.24, Y Hostel), and the highest-rated property (The Bee Hostel, 8.8/10), all grounded in the retrieved dataset.", "timestamp": "2026-09-27T04:18:51.532Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent polled get-actor-run four times due to the Actor taking ~161 seconds, which was necessary given the run duration; no unnecessary or redundant calls were made.", "timestamp": "2026-09-27T04:18:51.494Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The Actor was still running when polled; the agent correctly continued polling with get-actor-run multiple times until SUCCEEDED status was returned.", "timestamp": "2026-09-27T04:18:51.454Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly cited the retrieved data (Y Hostel at €41.24, The Bee Hostel at 8.8 rating) in its final answer, matching the tool result preview.", "timestamp": "2026-09-27T04:18:51.418Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set search='Amsterdam', checkIn='2026-10-25', checkOut='2026-10-27' (two nights, ~4 weeks from the run date of 2026-09-27), adults=3, maxItems=10, all matching the task requirements including the non-default 3 adults.", "timestamp": "2026-09-27T04:18:51.336Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-27T04:18:51.247Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:18:24.736Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-09-27T04:18:24.698Z", "metadata": {} }, "check.optFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-27T04:18:24.663Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-27T04:18:24.625Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-27T04:18:24.589Z", "metadata": {} }, "check.adults": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): adults", "timestamp": "2026-09-27T04:18:24.551Z", "metadata": {} }, "check.dates": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-09-27T04:18:24.517Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxItems", "timestamp": "2026-09-27T04:18:24.478Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:18:24.404Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used voyager/booking-scraper", "timestamp": "2026-09-27T04:18:24.292Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer correctly reports 10 hotels retrieved, the cheapest nightly price (€41.24, Y Hostel), and the highest-rated property (The Bee Hostel, 8.8/10), all grounded in the retrieved dataset." }, { "scenarioId": "booking-scraper-discovery-amsterdam-hotels", "experimentId": "bdfec2052469d83a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-27T04:15:16.775Z", "day": "2026-09-27", "traceId": "9b8b6d53aa4b3d81542960cbe0ddb43d", "observationId": "c36a18b5f14eacba", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9b8b6d53aa4b3d81542960cbe0ddb43d?observation=c36a18b5f14eacba", "subject": "voyager/booking-scraper", "owner": "google", "skill": "find", "title": "booking / find / amsterdam-hotels", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used santamaria-automations/booking-com-scraper, rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-09-27T04:18:54.364Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used santamaria-automations/booking-com-scraper, rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-09-27T04:18:54.279Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "santamaria-automations/booking-com-scraper", "comment": "Actors the agent ran: santamaria-automations/booking-com-scraper, rl1987/booking-api-scraper", "timestamp": "2026-09-27T04:18:54.243Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-27T04:18:54.207Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-27T04:18:54.169Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used santamaria-automations/booking-com-scraper, rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-09-27T04:18:54.131Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a table of 10 Amsterdam hotels with prices for a two-night stay roughly a month ahead, identified the cheapest (XO Hotels Infinity at €131.09), and ended with 'Actor: rl1987/booking-api-scraper' — fulfilling all task requirements except using the intended voyager/booking-scraper actor.", "timestamp": "2026-09-27T04:18:54.095Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent did two actor detail fetches before running, which added a small overhead, but the overall path was reasonably direct: search, fetch details, run first actor, recover from empty result, run second actor, fetch items, report.", "timestamp": "2026-09-27T04:18:54.058Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When santamaria-automations/booking-com-scraper returned 0 dataset items, the agent correctly recognized the failure and switched to rl1987/booking-api-scraper, which succeeded with 10 items.", "timestamp": "2026-09-27T04:18:54.015Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from datasetId=jhjehBZDPVMU5LbMO and directly used the returned hotel names, prices, and review scores in the final answer table without inventing data.", "timestamp": "2026-09-27T04:18:53.981Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly passed destination='Amsterdam', checkin='2026-10-27', checkout='2026-10-29', maxResults=10, sortBy='PRICE', and currency='EUR' — all well-formed and appropriate for the task.", "timestamp": "2026-09-27T04:18:53.941Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors and fetch-actor-details to find Booking.com scrapers, then called santamaria-automations/booking-com-scraper and rl1987/booking-api-scraper — both are valid Booking.com scrapers, though the intended actor was voyager/booking-scraper which was not found or tried.", "timestamp": "2026-09-27T04:18:53.907Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "bdfec2052469d83a", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-27T04:16:09.808Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-27T04:16:09.776Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-09-27T04:16:09.741Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"voyager/booking-scraper\"", "timestamp": "2026-09-27T04:16:09.644Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used santamaria-automations/booking-com-scraper, rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-09-27T04:16:09.567Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "santamaria-automations/booking-com-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used santamaria-automations/booking-com-scraper, rl1987/booking-api-scraper; expected voyager/booking-scraper" }, { "scenarioId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:00:46.126Z", "day": "2026-09-28", "traceId": "c08b2d083043f6ea679f092e79c5d65c", "observationId": "c11180f685aefc55", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c08b2d083043f6ea679f092e79c5d65c?observation=c11180f685aefc55", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "use", "title": "youtube-shorts / use / mrbeast-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent listed all 10 Shorts with view and like counts, but the grounded check flagged one number (1,800,000,000) not in Actor output — this appears in the summary text ('1.8B views') which is a rounded approximation of 1,819,762,621, a minor rounding in prose but all table values match the dataset.", "timestamp": "2026-09-28T04:18:06.045Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent listed all 10 Shorts with view and like counts, but the grounded check flagged one number (1,800,000,000) not in Actor output — this appears in the summary text ('1.8B views') which is a rounded approximation of 1,819,762,621, a minor rounding in prose but all table values match the dataset.", "timestamp": "2026-09-28T04:18:06.004Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-28T04:18:05.927Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:18:05.892Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent introduced '1,800,000,000' in its summary prose ('1.8B views') as a rounded figure not literally present in the Actor output, triggering the grounded check failure. The Actor data was correct; the agent's rounding in the narrative text caused the discrepancy.", "timestamp": "2026-09-28T04:18:05.855Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-28T04:18:05.821Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent listed all 10 Shorts with view and like counts, but the grounded check flagged one number (1,800,000,000) not in Actor output — this appears in the summary text ('1.8B views') which is a rounded approximation of 1,819,762,621, a minor rounding in prose but all table values match the dataset.", "timestamp": "2026-09-28T04:18:05.778Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, get dataset items — no redundant calls.", "timestamp": "2026-09-28T04:18:05.744Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly reported the titles, viewCounts, and likes from the tool result in the final answer table.", "timestamp": "2026-09-28T04:18:05.707Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed channels=[\"MrBeast\"], maxResultsShorts=10, and sortChannelShortsBy=\"POPULAR\", which matches the schema requirements and all deterministic checks passed.", "timestamp": "2026-09-28T04:18:05.668Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with streamers/youtube-shorts-scraper, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-09-28T04:18:05.614Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:02:11.014Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-28T04:02:10.975Z", "metadata": {} }, "check.grounded": { "value": 0.962, "stringValue": null, "comment": "FAIL (warn): 1 of 26 numbers not in Actor output: 1,800,000,000", "timestamp": "2026-09-28T04:02:10.936Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-28T04:02:10.899Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-28T04:02:10.861Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResultsShorts", "timestamp": "2026-09-28T04:02:10.822Z", "metadata": {} }, "check.sortPopular": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): sortChannelShortsBy", "timestamp": "2026-09-28T04:02:10.783Z", "metadata": {} }, "check.channelInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): channels[0]", "timestamp": "2026-09-28T04:02:10.742Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:02:10.705Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-09-28T04:02:10.671Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent listed all 10 Shorts with view and like counts, but the grounded check flagged one number (1,800,000,000) not in Actor output — this appears in the summary text ('1.8B views') which is a rounded approximation of 1,819,762,621, a minor rounding in prose but all table values match the dataset." }, { "scenarioId": "youtube-shorts-scraper-discovery-mrbeast-popular", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:00:46.129Z", "day": "2026-09-28", "traceId": "6d4d92895c93602c6f2ed2bdf6735b8b", "observationId": "0e10522027df90a0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6d4d92895c93602c6f2ed2bdf6735b8b?observation=0e10522027df90a0", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "find", "title": "youtube-shorts / find / mrbeast-popular", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer lists 10 MrBeast Shorts ranked by view count with titles, view counts, like counts, and URLs all grounded in the retrieved dataset, and ends with 'Actor: streamers/youtube-shorts-scraper' as required.", "timestamp": "2026-09-28T04:18:00.662Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer lists 10 MrBeast Shorts ranked by view count with titles, view counts, like counts, and URLs all grounded in the retrieved dataset, and ends with 'Actor: streamers/youtube-shorts-scraper' as required.", "timestamp": "2026-09-28T04:18:00.619Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: streamers/youtube-shorts-scraper", "timestamp": "2026-09-28T04:18:00.573Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-28T04:18:00.538Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:18:00.506Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the correct actor, used proper inputs, utilized the retrieved data accurately, and delivered a complete answer matching the task requirements.", "timestamp": "2026-09-28T04:18:00.469Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer lists 10 MrBeast Shorts ranked by view count with titles, view counts, like counts, and URLs all grounded in the retrieved dataset, and ends with 'Actor: streamers/youtube-shorts-scraper' as required.", "timestamp": "2026-09-28T04:18:00.431Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls: search-actors, fetch-actor-details, call-actor, get-dataset-items — a minimal and direct path to completing the task.", "timestamp": "2026-09-28T04:18:00.388Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items with title, viewCount, likes, date, and url fields, then directly used those values in the final answer (e.g., 1.89B views for 'Giving iPhones Instead Of Candy on Halloween' matches the 1889620933 viewCount in the dataset).", "timestamp": "2026-09-28T04:18:00.342Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with channels=['MrBeast'], maxResultsShorts=10, and sortChannelShortsBy='POPULAR', which are all valid inputs matching the schema and the task requirements.", "timestamp": "2026-09-28T04:18:00.305Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for 'YouTube Shorts' actors, found streamers/youtube-shorts-scraper as the top result, fetched its details, and used it — exactly the intended actor per the facts.", "timestamp": "2026-09-28T04:18:00.268Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:02:11.203Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-28T04:02:11.165Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{3,}/", "timestamp": "2026-09-28T04:02:11.126Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:02:11.089Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"streamers/youtube-shorts-scraper\"", "timestamp": "2026-09-28T04:02:11.048Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-09-28T04:02:11.008Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer lists 10 MrBeast Shorts ranked by view count with titles, view counts, like counts, and URLs all grounded in the retrieved dataset, and ends with 'Actor: streamers/youtube-shorts-scraper' as required." }, { "scenarioId": "youtube-scraper-usage-espresso-engagement", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:00:46.130Z", "day": "2026-09-28", "traceId": "04189aad7c1160cc878fffff0b554be1", "observationId": "4cfc0fab1e20ef49", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/04189aad7c1160cc878fffff0b554be1?observation=4cfc0fab1e20ef49", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "use", "title": "youtube / use / espresso-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned a complete table of 5 videos with views, likes, and comment counts, all grounded in retrieved data as confirmed by the deterministic checks.", "timestamp": "2026-09-28T04:17:45.814Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned a complete table of 5 videos with views, likes, and comment counts, all grounded in retrieved data as confirmed by the deterministic checks.", "timestamp": "2026-09-28T04:17:45.760Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-28T04:17:45.721Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:17:45.677Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified and used the right actor, formed proper inputs, retrieved real data, and reported all required engagement metrics for 5 videos.", "timestamp": "2026-09-28T04:17:45.635Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-28T04:17:45.596Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned a complete table of 5 videos with views, likes, and comment counts, all grounded in retrieved data as confirmed by the deterministic checks.", "timestamp": "2026-09-28T04:17:45.552Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: fetch schema, call actor, poll for completion, retrieve items — no redundant calls.", "timestamp": "2026-09-28T04:17:45.496Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 11 numbers in the final answer were found in the Actor output, and the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-09-28T04:17:45.461Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries:[\"home espresso machine review\"] and maxResults:5 to the actor, which are the correct input fields per the schema.", "timestamp": "2026-09-28T04:17:45.423Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the streamers/youtube-scraper Actor and retrieving results.", "timestamp": "2026-09-28T04:17:45.383Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:01:58.398Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-28T04:01:58.360Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 11 numbers found in Actor output", "timestamp": "2026-09-28T04:01:58.326Z", "metadata": {} }, "check.engagementFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-09-28T04:01:58.286Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-09-28T04:01:58.252Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-09-28T04:01:58.214Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:01:58.175Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-scraper", "timestamp": "2026-09-28T04:01:58.134Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-09-28T04:01:58.096Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned a complete table of 5 videos with views, likes, and comment counts, all grounded in retrieved data as confirmed by the deterministic checks." }, { "scenarioId": "tiktok-scraper-discovery-cleantok", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:00:46.130Z", "day": "2026-09-28", "traceId": "9669e73744ceca7b87a58eaa620e2b50", "observationId": "e2af6079ef6858c8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9669e73744ceca7b87a58eaa620e2b50?observation=e2af6079ef6858c8", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "find", "title": "tiktok / find / cleantok", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-09-28T04:17:55.312Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-09-28T04:17:55.229Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "clockworks/tiktok-hashtag-scraper", "comment": "Actors the agent ran: clockworks/tiktok-hashtag-scraper", "timestamp": "2026-09-28T04:17:55.191Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-28T04:17:55.153Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:17:55.114Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-09-28T04:17:55.081Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered a comprehensive summary of trending #cleantok content with real engagement numbers and ended with 'Actor: clockworks/tiktok-hashtag-scraper', but the deterministic checks confirm the wrong actor was used (tiktok-hashtag-scraper instead of tiktok-scraper) and the named actor line does not contain the expected 'clockworks/tiktok-scraper'.", "timestamp": "2026-09-28T04:17:55.046Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search, fetch details, call actor, get dataset items) in a logical sequence with no redundant steps.", "timestamp": "2026-09-28T04:17:55.012Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved all 20 dataset items and used real data from the results (e.g., 53.4M views for the guest bath restock, 5.2M likes, specific creator names and follower counts) to build the summary.", "timestamp": "2026-09-28T04:17:54.976Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with {hashtags: ['cleantok'], resultsPerPage: 20}, which correctly targets the #cleantok hashtag and limits results to 20 as required.", "timestamp": "2026-09-28T04:17:54.937Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for 'TikTok hashtag' actors and selected clockworks/tiktok-hashtag-scraper, which is a sibling of the intended clockworks/tiktok-scraper but is specifically designed for hashtag scraping — a reasonable choice for the task, though the deterministic check marks it as a wrong actor.", "timestamp": "2026-09-28T04:17:54.890Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:01:54.599Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-28T04:01:54.556Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:01:54.515Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-scraper\"", "timestamp": "2026-09-28T04:01:54.374Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-09-28T04:01:54.218Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "clockworks/tiktok-hashtag-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper" }, { "scenarioId": "tiktok-scraper-usage-protein-coffee", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:00:46.130Z", "day": "2026-09-28", "traceId": "d4f6498e4cf09c73b78d7a5f69a28725", "observationId": "b22da44da1f850dd", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d4f6498e4cf09c73b78d7a5f69a28725?observation=b22da44da1f850dd", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "use", "title": "tiktok / use / protein-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 10 videos with play counts grounded in retrieved data, sorted by play count descending, with creator names and URLs — fully satisfying the task requirements.", "timestamp": "2026-09-28T04:17:57.817Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 10 videos with play counts grounded in retrieved data, sorted by play count descending, with creator names and URLs — fully satisfying the task requirements.", "timestamp": "2026-09-28T04:17:57.776Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-28T04:17:57.734Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:17:57.697Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, used correct inputs, retrieved and utilized real data, handled polling gracefully, and delivered a complete ranked list of 10 videos with verified play counts.", "timestamp": "2026-09-28T04:17:57.654Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-09-28T04:17:57.620Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 videos with play counts grounded in retrieved data, sorted by play count descending, with creator names and URLs — fully satisfying the task requirements.", "timestamp": "2026-09-28T04:17:57.583Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 3 polling calls (one initial call-actor + two get-actor-run) which was necessary given the ~158s runtime, and fetched dataset items once with appropriate field projection — no redundant calls.", "timestamp": "2026-09-28T04:17:57.381Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run was still RUNNING after the initial 45s wait, so the agent correctly polled twice more with get-actor-run until SUCCEEDED status was confirmed.", "timestamp": "2026-09-28T04:17:57.179Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 20 numbers in the answer were found in Actor output, and the agent read the persisted dataset file to extract play counts before reporting.", "timestamp": "2026-09-28T04:17:57.096Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries:[\"protein coffee recipe\"], resultsPerPage:100, searchSection:\"/video\", and videoSearchSorting:\"MOST_LIKED\" — all valid fields per the schema, well-suited to find the most-played videos.", "timestamp": "2026-09-28T04:17:56.993Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with clockworks/tiktok-scraper, followed by get-actor-run polling and get-dataset-items to retrieve results.", "timestamp": "2026-09-28T04:17:56.947Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:04:32.580Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-09-28T04:04:32.548Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 20 numbers found in Actor output", "timestamp": "2026-09-28T04:04:32.514Z", "metadata": {} }, "check.plays": { "value": 1, "stringValue": null, "comment": "PASS (warn): 100 items ok", "timestamp": "2026-09-28T04:04:32.428Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:04:32.391Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-scraper", "timestamp": "2026-09-28T04:04:32.351Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-09-28T04:04:32.315Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 10 videos with play counts grounded in retrieved data, sorted by play count descending, with creator names and URLs — fully satisfying the task requirements." }, { "scenarioId": "youtube-scraper-discovery-espresso", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:00:46.130Z", "day": "2026-09-28", "traceId": "5e3e8863061e648fe9b7d7637d3b6925", "observationId": "700457f91f848cc9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5e3e8863061e648fe9b7d7637d3b6925?observation=700457f91f848cc9", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "find", "title": "youtube / find / espresso", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents 10 videos with titles, view counts, and channel names from the last month, sorted by views, and ends with 'Actor: streamers/youtube-scraper' as required.", "timestamp": "2026-09-28T04:17:56.125Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents 10 videos with titles, view counts, and channel names from the last month, sorted by views, and ends with 'Actor: streamers/youtube-scraper' as required.", "timestamp": "2026-09-28T04:17:56.082Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: streamers/youtube-scraper", "timestamp": "2026-09-28T04:17:56.036Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-28T04:17:56.003Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:17:55.968Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent found the correct actor, used proper inputs, retrieved and reported real data, and completed the task fully.", "timestamp": "2026-09-28T04:17:55.927Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents 10 videos with titles, view counts, and channel names from the last month, sorted by views, and ends with 'Actor: streamers/youtube-scraper' as required.", "timestamp": "2026-09-28T04:17:55.887Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used a minimal 4-step path: search-actors, fetch-actor-details, call-actor, get-dataset-items — a direct and efficient sequence with no redundant calls.", "timestamp": "2026-09-28T04:17:55.850Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items with real titles, view counts, channel names, and dates from the actor run (datasetId hLGf5rFR6WDl4oeaD) and presented them directly in the final answer without invention.", "timestamp": "2026-09-28T04:17:55.815Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with searchQueries=['home espresso machines'], maxResults=10, sortingOrder='views', and dateFilter='month' — all appropriate parameters for finding the most-viewed videos about home espresso machines in the last month.", "timestamp": "2026-09-28T04:17:55.782Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used streamers/youtube-scraper, which is the intended actor for scraping YouTube videos with view counts and channel names.", "timestamp": "2026-09-28T04:17:55.745Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:02:10.360Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-28T04:02:10.322Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:02:10.232Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"streamers/youtube-scraper\"", "timestamp": "2026-09-28T04:02:10.184Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-scraper", "timestamp": "2026-09-28T04:02:10.031Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents 10 videos with titles, view counts, and channel names from the last month, sorted by views, and ends with 'Actor: streamers/youtube-scraper' as required." }, { "scenarioId": "tiktok-profile-scraper-usage-apifylife-latest-five", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:01:54.828Z", "day": "2026-09-28", "traceId": "42c14f5b701bcfb314e7e24c56145c65", "observationId": "04604885eb32b15b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/42c14f5b701bcfb314e7e24c56145c65?observation=04604885eb32b15b", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "use", "title": "tiktok-profile / use / apifylife-latest-five", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer reports the follower count (192) and all 5 most recent videos with their play counts, all grounded in the actual Actor output, fully satisfying the task.", "timestamp": "2026-09-28T04:17:46.075Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer reports the follower count (192) and all 5 most recent videos with their play counts, all grounded in the actual Actor output, fully satisfying the task.", "timestamp": "2026-09-28T04:17:46.029Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-28T04:17:45.990Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:17:45.953Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right tools, used correct inputs, grounded its answer in retrieved data, and completed the task efficiently.", "timestamp": "2026-09-28T04:17:45.918Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-28T04:17:45.885Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports the follower count (192) and all 5 most recent videos with their play counts, all grounded in the actual Actor output, fully satisfying the task.", "timestamp": "2026-09-28T04:17:45.847Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run the actor, retrieve dataset items — no redundant calls or retries.", "timestamp": "2026-09-28T04:17:45.814Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 9 numbers in the final answer were found in the Actor output; the agent directly used authorMeta.fans (192), playCount values, and createTimeISO dates from the dataset items.", "timestamp": "2026-09-28T04:17:45.765Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called clockworks/tiktok-profile-scraper with profiles=['apifylife'], profileSorting='latest', resultsPerPage=5, and profileScrapeSections=['videos'], which are all correct and well-formed inputs matching the task requirements.", "timestamp": "2026-09-28T04:17:45.729Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with clockworks/tiktok-profile-scraper, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-09-28T04:17:45.688Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:02:48.851Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-28T04:02:48.803Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 9 numbers found in Actor output", "timestamp": "2026-09-28T04:02:48.773Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-09-28T04:02:48.739Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-09-28T04:02:48.707Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsPerPage", "timestamp": "2026-09-28T04:02:48.670Z", "metadata": {} }, "check.profileInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): profiles[0]", "timestamp": "2026-09-28T04:02:48.635Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:02:48.566Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-09-28T04:02:48.483Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer reports the follower count (192) and all 5 most recent videos with their play counts, all grounded in the actual Actor output, fully satisfying the task." }, { "scenarioId": "tiktok-profile-scraper-discovery-apifylife-followers", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:01:58.585Z", "day": "2026-09-28", "traceId": "29fa15ab4ac893edc6f5354b2ca3c141", "observationId": "69d7905a95f17fff", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/29fa15ab4ac893edc6f5354b2ca3c141?observation=69d7905a95f17fff", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "find", "title": "tiktok-profile / find / apifylife-followers", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 192 followers and listed 5 most recent videos with captions, engagement metrics, and URLs, all grounded in retrieved data, and ended with 'Actor: clockworks/tiktok-profile-scraper' as required.", "timestamp": "2026-09-28T04:17:50.703Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 192 followers and listed 5 most recent videos with captions, engagement metrics, and URLs, all grounded in retrieved data, and ended with 'Actor: clockworks/tiktok-profile-scraper' as required.", "timestamp": "2026-09-28T04:17:50.663Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-profile-scraper", "timestamp": "2026-09-28T04:17:50.608Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-28T04:17:50.575Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:17:50.536Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the right actor, used proper inputs, utilized the retrieved data accurately, and fulfilled the task completely.", "timestamp": "2026-09-28T04:17:50.499Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 192 followers and listed 5 most recent videos with captions, engagement metrics, and URLs, all grounded in retrieved data, and ended with 'Actor: clockworks/tiktok-profile-scraper' as required.", "timestamp": "2026-09-28T04:17:50.464Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search-actors, fetch-actor-details, call-actor, and get-dataset-items — a direct and efficient path with no redundant calls.", "timestamp": "2026-09-28T04:17:50.422Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly used the returned fields (authorMeta.fans=192, text, webVideoUrl, diggCount, commentCount, shareCount, playCount, videoMeta.duration) to construct the final answer.", "timestamp": "2026-09-28T04:17:50.384Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with profiles=['apifylife'], profileSorting='latest', and resultsPerPage=5, which are all correct and well-formed inputs for retrieving the 5 most recent videos.", "timestamp": "2026-09-28T04:17:50.348Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified clockworks/tiktok-profile-scraper as the right tool for a single profile lookup, confirmed by the deterministic check rightActor: PASS.", "timestamp": "2026-09-28T04:17:50.253Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:03:12.005Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-28T04:03:11.951Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{2,}/", "timestamp": "2026-09-28T04:03:11.905Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:03:11.823Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-profile-scraper\"", "timestamp": "2026-09-28T04:03:11.745Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-09-28T04:03:11.661Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 192 followers and listed 5 most recent videos with captions, engagement metrics, and URLs, all grounded in retrieved data, and ended with 'Actor: clockworks/tiktok-profile-scraper' as required." }, { "scenarioId": "tiktok-comments-scraper-usage-top-level-only", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:02:10.399Z", "day": "2026-09-28", "traceId": "89da35edf71672a62529bcb74714eb2a", "observationId": "529a91e42d9a6baa", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/89da35edf71672a62529bcb74714eb2a?observation=529a91e42d9a6baa", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "use", "title": "tiktok-comments / use / top-level-only", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent successfully retrieved 20 top-level comments (no replies) and correctly reported the 5 with the most likes with accurate like counts and comment text grounded in the dataset.", "timestamp": "2026-09-28T04:17:43.944Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent successfully retrieved 20 top-level comments (no replies) and correctly reported the 5 with the most likes with accurate like counts and comment text grounded in the dataset.", "timestamp": "2026-09-28T04:17:43.908Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-28T04:17:43.862Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:17:43.827Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The cap warning about commentsPerPost being undefined is minor since topLevelCommentsPerPost=20 achieved the correct result of 20 items.", "timestamp": "2026-09-28T04:17:43.788Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-28T04:17:43.755Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent successfully retrieved 20 top-level comments (no replies) and correctly reported the 5 with the most likes with accurate like counts and comment text grounded in the dataset.", "timestamp": "2026-09-28T04:17:43.718Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve items — no redundant calls.", "timestamp": "2026-09-28T04:17:43.685Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 18 numbers in the answer were found in Actor output, and the agent correctly sorted by diggCount to identify the top 5 comments.", "timestamp": "2026-09-28T04:17:43.643Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used topLevelCommentsPerPost=20 and maxRepliesPerComment=0, which correctly targets top-level comments without replies; however, the deterministic check flagged that commentsPerPost was not set (cap FAIL), though topLevelCommentsPerPost=20 was used as an alternative field that achieved the correct 20-item result.", "timestamp": "2026-09-28T04:17:43.556Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-28T04:17:43.474Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:03:01.423Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-28T04:03:01.389Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 18 numbers found in Actor output", "timestamp": "2026-09-28T04:03:01.350Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-09-28T04:03:01.312Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-09-28T04:03:01.279Z", "metadata": {} }, "check.noReplies": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxRepliesPerComment", "timestamp": "2026-09-28T04:03:01.247Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): clockworks/tiktok-comments-scraper: commentsPerPost = undefined (expected lte 20)", "timestamp": "2026-09-28T04:03:01.211Z", "metadata": {} }, "check.videoUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): postURLs[0]", "timestamp": "2026-09-28T04:03:01.175Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:03:01.102Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-09-28T04:03:01.017Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "PASS: The agent successfully retrieved 20 top-level comments (no replies) and correctly reported the 5 with the most likes with accurate like counts and comment text grounded in the dataset." }, { "scenarioId": "tiktok-comments-scraper-discovery-video-top-comments", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:02:11.050Z", "day": "2026-09-28", "traceId": "5e70441824948e498bf85de2f8b264af", "observationId": "0c5bd6ed5e2cc449", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5e70441824948e498bf85de2f8b264af?observation=0c5bd6ed5e2cc449", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "find", "title": "tiktok-comments / find / video-top-comments", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned the 5 most-liked comments with their like counts drawn from the retrieved data, and correctly ended with 'Actor: clockworks/tiktok-comments-scraper' as required.", "timestamp": "2026-09-28T04:17:36.733Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned the 5 most-liked comments with their like counts drawn from the retrieved data, and correctly ended with 'Actor: clockworks/tiktok-comments-scraper' as required.", "timestamp": "2026-09-28T04:17:36.695Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-comments-scraper", "timestamp": "2026-09-28T04:17:36.656Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-28T04:17:36.621Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:17:36.586Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly found the right Actor, ran it with proper inputs, utilized the results accurately, and fulfilled the task completely.", "timestamp": "2026-09-28T04:17:36.550Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned the 5 most-liked comments with their like counts drawn from the retrieved data, and correctly ended with 'Actor: clockworks/tiktok-comments-scraper' as required.", "timestamp": "2026-09-28T04:17:36.514Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search-actors, fetch-actor-details, call-actor, and get-dataset-items — a direct and efficient path with no redundant steps.", "timestamp": "2026-09-28T04:17:36.477Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 100 dataset items and correctly sorted them by diggCount to identify the top 5 most-liked comments, all of which match the data returned in the tool result preview.", "timestamp": "2026-09-28T04:17:36.442Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct video URL in postURLs and set commentsPerPost to 100, which are well-formed inputs matching the Actor's schema.", "timestamp": "2026-09-28T04:17:36.405Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used clockworks/tiktok-comments-scraper, which is the intended Actor for extracting TikTok comments.", "timestamp": "2026-09-28T04:17:36.369Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:03:12.938Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-28T04:03:12.907Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-09-28T04:03:12.874Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:03:12.833Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-comments-scraper\"", "timestamp": "2026-09-28T04:03:12.795Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-09-28T04:03:12.760Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned the 5 most-liked comments with their like counts drawn from the retrieved data, and correctly ended with 'Actor: clockworks/tiktok-comments-scraper' as required." }, { "scenarioId": "indeed-scraper-usage-swe-skills", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:02:11.240Z", "day": "2026-09-28", "traceId": "76294e29d2bb6f7d860628dae7eacd66", "observationId": "55caef373740040e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/76294e29d2bb6f7d860628dae7eacd66?observation=55caef373740040e", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "use", "title": "indeed / use / swe-skills", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check shape: answer does not match /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-09-28T04:17:37.294Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check shape: answer does not match /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-09-28T04:17:37.214Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-28T04:17:37.177Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:17:37.082Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check shape: answer does not match /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-09-28T04:17:36.968Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-28T04:17:36.932Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns before producing a final answer summarizing the top 5 skills; the last message is just a text note about approach with no delivered result, and the shape check FAIL confirms no skill names appeared in the final answer.", "timestamp": "2026-09-28T04:17:36.892Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made several redundant attempts (multiple Python scripts that required approval, multiple file read attempts that failed due to size), and the final grep was run on only 5 items' descriptions rather than all 20, indicating some inefficiency.", "timestamp": "2026-09-28T04:17:36.855Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When get-dataset-items returned an oversized result, the agent pivoted to reading the saved file, then used grep when Python scripts required approval — reasonable adaptation to multiple obstacles.", "timestamp": "2026-09-28T04:17:36.814Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the actual dataset output file and ran grep against the real description text to count skill mentions, producing counts grounded in retrieved data (AWS:28, SQL:11, Python:11, JavaScript:8, TypeScript:5).", "timestamp": "2026-09-28T04:17:36.768Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The actor was called with position='software engineer', maxItemsPerSearch=20, country='US', but the deterministic check shows cap FAIL because maxItems=undefined — the field name used was 'maxItemsPerSearch' which is the correct schema field, yet the harness flagged it as undefined, suggesting the actor may not have respected it or the harness checks a different field name.", "timestamp": "2026-09-28T04:17:36.733Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, and Bash to scrape and analyze job postings from misceres/indeed-scraper.", "timestamp": "2026-09-28T04:17:36.696Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:03:33.168Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape", "timestamp": "2026-09-28T04:03:33.132Z", "metadata": {} }, "check.descriptions": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-09-28T04:03:33.086Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-09-28T04:03:33.051Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): misceres/indeed-scraper: maxItems = undefined (expected lte 20)", "timestamp": "2026-09-28T04:03:33.009Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:03:32.969Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used misceres/indeed-scraper", "timestamp": "2026-09-28T04:03:32.922Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-09-28T04:03:32.892Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap", "shape" ], "judgeComment": "FAIL: check shape: answer does not match /(python|aws|sql|java|docker|react|kubernetes)/" }, { "scenarioId": "indeed-scraper-discovery-denver-marketing", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:02:48.888Z", "day": "2026-09-28", "traceId": "27c4f9806f6c3022b89d27e07d608155", "observationId": "be494b8b5996e011", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/27c4f9806f6c3022b89d27e07d608155?observation=be494b8b5996e011", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "find", "title": "indeed / find / denver-marketing", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used kaix/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-09-28T04:17:33.837Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used kaix/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-09-28T04:17:33.753Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "kaix/indeed-scraper", "comment": "Actors the agent ran: kaix/indeed-scraper", "timestamp": "2026-09-28T04:17:33.714Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-28T04:17:33.671Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:17:33.637Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used kaix/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-09-28T04:17:33.585Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered a table of 10 Indeed postings with salary ranges and company ratings for Denver marketing coordinator roles, fulfilling the benchmarking request, but used kaix/indeed-scraper instead of the intended misceres/indeed-scraper and the final line reads 'Actor: kaix/indeed-scraper' rather than the expected actor.", "timestamp": "2026-09-28T04:17:33.532Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made exactly 4 tool calls (search, fetch details, call actor, get dataset) in a logical sequence with no redundant steps.", "timestamp": "2026-09-28T04:17:33.460Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items and directly used the returned fields (title.text, company.name, salary.min/max, company.ratings.overall) to populate the benchmarking table without inventing data.", "timestamp": "2026-09-28T04:17:33.424Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input used keyword='marketing coordinator', location='Denver, CO', country='US', maxItems=10, searchMode='rich' — all well-formed and sensible for the task.", "timestamp": "2026-09-28T04:17:33.390Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task. However, it selected kaix/indeed-scraper instead of the intended misceres/indeed-scraper, which is a discoverability issue but the tools themselves are appropriate for the job.", "timestamp": "2026-09-28T04:17:33.338Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:03:32.496Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-28T04:03:32.451Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:03:32.414Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"misceres/indeed-scraper\"", "timestamp": "2026-09-28T04:03:32.301Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used kaix/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-09-28T04:03:32.225Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "kaix/indeed-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used kaix/indeed-scraper; expected misceres/indeed-scraper" }, { "scenarioId": "amazon-reviews-scraper-usage-helpful-thirty", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:03:01.464Z", "day": "2026-09-28", "traceId": "3ab3208864de66cee4b04f757fa51dff", "observationId": "47c668dd3921f177", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3ab3208864de66cee4b04f757fa51dff?observation=47c668dd3921f177", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "use", "title": "amazon-reviews / use / helpful-thirty", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-09-28T04:17:35.120Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-09-28T04:17:35.040Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-28T04:17:35.007Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-28T04:17:34.966Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The agent invented complaint #1 (limited alert sound volume mentioned by 'multiple reviewers') and complaint #3 (no built-in keyhole, 'strange design choice') which do not appear in any of the 10 retrieved reviews shown in the dataset preview, indicating the model hallucinated review content rather than strictly grounding the summary in retrieved data.", "timestamp": "2026-09-28T04:17:34.930Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-28T04:17:34.894Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent provided 3 complaints and 3 praises, but complaint #1 (speaker volume) and complaint #3 (no keyhole) are not supported by the retrieved review data shown in the preview, indicating some fabrication; additionally only 10 of the requested 30 reviews were retrieved.", "timestamp": "2026-09-28T04:17:34.857Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used a logical 4-step sequence: fetch schema, call actor, poll for completion, retrieve items — no unnecessary repetition.", "timestamp": "2026-09-28T04:17:34.818Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor returned only 10 items due to free tier limits; the agent acknowledged this limitation transparently and worked with the available data.", "timestamp": "2026-09-28T04:17:34.777Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent fetched the dataset items and grounded most of its analysis in actual review content — the remote areas complaint and easy setup/accurate tracking praises are directly supported by the retrieved reviews. However, complaint #1 (limited sound volume) and complaint #3 (no built-in keyhole) are not clearly evidenced in the preview data shown, suggesting some invention.", "timestamp": "2026-09-28T04:17:34.717Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called junglee/amazon-reviews-scraper with productUrls containing the correct URL, maxReviews=30, sort='helpful', and filterByRatings=['allStars'], all matching the task requirements.", "timestamp": "2026-09-28T04:17:34.682Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-09-28T04:17:34.578Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:04:30.875Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-09-28T04:04:30.842Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-09-28T04:04:30.810Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-28T04:04:30.739Z", "metadata": {} }, "check.sortHelpful": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): sort", "timestamp": "2026-09-28T04:04:30.705Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxReviews", "timestamp": "2026-09-28T04:04:30.639Z", "metadata": {} }, "check.productUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): productUrls[0].url", "timestamp": "2026-09-28T04:04:30.603Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:04:30.528Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-09-28T04:04:30.453Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "amazon-reviews-scraper-discovery-product-complaints", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:03:12.037Z", "day": "2026-09-28", "traceId": "48240301dbaa8cdbbbd3b4504c1e6858", "observationId": "36d19ab3fe7dd69f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/48240301dbaa8cdbbbd3b4504c1e6858?observation=36d19ab3fe7dd69f", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "find", "title": "amazon-reviews / find / product-complaints", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-09-28T04:17:28.662Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-09-28T04:17:28.542Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: junglee/amazon-reviews-scraper", "timestamp": "2026-09-28T04:17:28.507Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-28T04:17:28.472Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-28T04:17:28.438Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "The actor run succeeded but returned only 10 items with the message 'To access more reviews in a single run, upgrade to the Starter plan' — the actor's tier limitation prevented the agent from fulfilling the 30-review requirement, and there was no way for the agent to work around this constraint given the available tools and tier.", "timestamp": "2026-09-28T04:17:28.404Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task asked for 30 most helpful reviews but only 10 were retrieved due to free tier limits; the agent acknowledged this limitation and provided a valid analysis of the 10 reviews it did get, but the task requirement of 30 reviews was not fulfilled.", "timestamp": "2026-09-28T04:17:28.373Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: search, fetch-details, one failed call, one successful call, and get-dataset-items — a reasonable path with only one extra call due to the input format error.", "timestamp": "2026-09-28T04:17:28.337Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'must be object' validation error, the agent immediately corrected the productUrls format from strings to objects and resubmitted successfully.", "timestamp": "2026-09-28T04:17:28.302Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 reviews and directly cited specific review content (e.g., the remote area limitation, speaker volume, precision finding feature) from the dataset items in its summary.", "timestamp": "2026-09-28T04:17:28.268Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed because productUrls was passed as an array of strings instead of objects; the agent corrected this on the second call using [{\"url\": \"https://www.amazon.com/dp/B0CWXNS552\"}] with sort='helpful' and maxReviews=100, which succeeded.", "timestamp": "2026-09-28T04:17:28.236Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-reviews-scraper, the intended actor for extracting Amazon product reviews, confirmed by the deterministic rightActor check passing.", "timestamp": "2026-09-28T04:17:28.193Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:04:18.437Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-28T04:04:18.400Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-09-28T04:04:18.337Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-reviews-scraper\"", "timestamp": "2026-09-28T04:04:18.259Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-09-28T04:04:18.178Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "amazon-crawler-usage-earbuds-search-url", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:03:12.977Z", "day": "2026-09-28", "traceId": "005b0aafcb5a9b1a545a673e651f7ff4", "observationId": "118dd25a4636cd7d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/005b0aafcb5a9b1a545a673e651f7ff4?observation=118dd25a4636cd7d", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "use", "title": "amazon / use / earbuds-search-url", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-09-28T04:17:23.478Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-09-28T04:17:23.387Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-28T04:17:23.276Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-28T04:17:23.229Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED; check searchUrl: junglee/amazon-crawler: categoryOrProductUrls[0].url = undefined (expected regex \"amazon\\\\.com/s\\\\?k=wireless\\\\+earbuds\")", "timestamp": "2026-09-28T04:17:23.189Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-28T04:17:23.152Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent successfully retrieved and reported all 10 products with prices and ratings in a clear table, fulfilling the task requirements.", "timestamp": "2026-09-28T04:17:23.118Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra failed call due to wrong input format, but otherwise the plan was direct: fetch schema, call actor, get dataset items — only one unnecessary retry.", "timestamp": "2026-09-28T04:17:23.083Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "After the first call failed with an input validation error, the agent immediately identified the schema mismatch and corrected the input format to use objects with url property, resulting in a successful run.", "timestamp": "2026-09-28T04:17:23.048Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from the successful run and directly used the returned title, price.value, stars, and reviewsCount fields to populate the final answer table.", "timestamp": "2026-09-28T04:17:23.011Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call passed categoryOrProductUrls as a plain string array instead of an array of objects with {url:...}, causing CALL-FAILED. The second call correctly used [{url: 'https://www.amazon.com/s?k=wireless+earbuds'}] with maxItemsPerStartUrl:10 and succeeded.", "timestamp": "2026-09-28T04:17:22.934Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected junglee/amazon-crawler and used fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-09-28T04:17:22.857Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:04:03.016Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, searchUrl", "timestamp": "2026-09-28T04:04:02.982Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-09-28T04:04:02.941Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-28T04:04:02.906Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-28T04:04:02.874Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxItemsPerStartUrl", "timestamp": "2026-09-28T04:04:02.837Z", "metadata": {} }, "check.searchUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler: categoryOrProductUrls[0].url = undefined (expected regex \"amazon\\\\.com/s\\\\?k=wireless\\\\+earbuds\")", "timestamp": "2026-09-28T04:04:02.779Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-09-28T04:04:02.709Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-crawler", "timestamp": "2026-09-28T04:04:02.628Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "searchUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED" }, { "scenarioId": "amazon-crawler-discovery-wireless-earbuds", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:03:32.530Z", "day": "2026-09-28", "traceId": "2888632427d0fe923299b27bae601776", "observationId": "fcce27f14664f5a5", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2888632427d0fe923299b27bae601776?observation=fcce27f14664f5a5", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "find", "title": "amazon / find / wireless-earbuds", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used powerai/amazon-product-search-scraper; expected junglee/amazon-crawler", "timestamp": "2026-09-28T04:17:23.042Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used powerai/amazon-product-search-scraper; expected junglee/amazon-crawler", "timestamp": "2026-09-28T04:17:22.961Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "powerai/amazon-product-search-scraper", "comment": "Actors the agent ran: powerai/amazon-product-search-scraper", "timestamp": "2026-09-28T04:17:22.926Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-28T04:17:22.885Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-28T04:17:22.839Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used powerai/amazon-product-search-scraper; expected junglee/amazon-crawler", "timestamp": "2026-09-28T04:17:22.808Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned 10 wireless earbuds with prices and ratings from real scraped data, fulfilling the task requirements, though it used the wrong actor (powerai instead of junglee/amazon-crawler).", "timestamp": "2026-09-28T04:17:22.774Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent did an unnecessary fetch-actor-details on powerai/amazon-product-search-scraper instead of using the already-found junglee/amazon-crawler, and also skipped the recommended second broader search, but the overall path was reasonably direct.", "timestamp": "2026-09-28T04:17:22.741Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'maxResults must be >= 20', the agent immediately retried with maxResults=20 and succeeded.", "timestamp": "2026-09-28T04:17:22.711Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used actual dataset items returned from the scraper run (datasetId xWTrTwlOuGGkNpuVr) to populate the final answer with real product titles, prices, and ratings.", "timestamp": "2026-09-28T04:17:22.679Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "After the first call failed due to maxResults<20 constraint, the agent corrected it to 20 and used appropriate parameters (query, sort_by=BEST_SELLERS, geo=US).", "timestamp": "2026-09-28T04:17:22.643Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent found junglee/amazon-crawler in the first search result but chose powerai/amazon-product-search-scraper instead, which is a less appropriate actor than the intended junglee/amazon-crawler.", "timestamp": "2026-09-28T04:17:22.609Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:04:11.536Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-28T04:04:11.502Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-09-28T04:04:11.468Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): powerai/amazon-product-search-scraper run : CALL-FAILED", "timestamp": "2026-09-28T04:04:11.408Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"junglee/amazon-crawler\"", "timestamp": "2026-09-28T04:04:11.339Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used powerai/amazon-product-search-scraper; expected junglee/amazon-crawler", "timestamp": "2026-09-28T04:04:11.255Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "powerai/amazon-product-search-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used powerai/amazon-product-search-scraper; expected junglee/amazon-crawler" }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:03:33.220Z", "day": "2026-09-28", "traceId": "db7f5b00c319862726724a7cb357eeac", "observationId": "50cb61570bc30edb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/db7f5b00c319862726724a7cb357eeac?observation=50cb61570bc30edb", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-09-28T04:17:22.981Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-09-28T04:17:22.880Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-28T04:17:22.845Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:17:22.811Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-09-28T04:17:22.779Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "10 tool calls valid", "timestamp": "2026-09-28T04:17:22.740Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The crawl returned 11 items (exceeding the 10-page cap), included pages outside the /platform section (e.g., /academy, /api, /api/v2, /account), lacked proper section filtering (sectionFilter FAIL), and saveHtml was never set to true (saveHtml FAIL), though HTML was saved via saveHtmlAsFile. The task required staying within /platform and capping at 10 pages, neither of which was achieved.", "timestamp": "2026-09-28T04:17:22.706Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 3 actor runs (one failed, two succeeded) when the task required at most 2; the third run dropped the URL glob filter entirely rather than fixing the underlying issue, leading to crawling pages outside the /platform section.", "timestamp": "2026-09-28T04:17:22.667Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed due to input validation (wrong format for includeUrlGlobs), the agent correctly identified the issue and reformatted the input with proper object format `{\"glob\": \"...\"}` for the second call.", "timestamp": "2026-09-28T04:17:22.628Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used actual dataset IDs, item counts, and HTML URLs from the tool results to construct its final report, including listing the 11 pages with their real URLs from the dataset query.", "timestamp": "2026-09-28T04:17:22.565Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call used `saveHtmlAsFile` as a string instead of the correct format for includeUrlGlobs (causing CALL-FAILED), and the second call correctly used `includeUrlGlobs` with object format but the third call dropped the `includeUrlGlobs` entirely, meaning the section filter was never properly enforced in the successful 11-item run. Also, `saveHtml` was never set to true (only `saveHtmlAsFile` was used, which is a different parameter).", "timestamp": "2026-09-28T04:17:22.531Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/website-content-crawler for the crawling task and used appropriate supporting tools (fetch-actor-details, call-actor, get-dataset-items, get-key-value-store-record, get-actor-run).", "timestamp": "2026-09-28T04:17:22.485Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:07:15.831Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-09-28T04:07:15.775Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 12 items, expected at most 10", "timestamp": "2026-09-28T04:07:15.738Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml = undefined (expected equals true); apify/website-content-crawler: saveHtml = undefined (expected equals true); apify/website-content-crawler: saveHtml = undefined (expected equals true)", "timestamp": "2026-09-28T04:07:15.703Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs = undefined (expected exists undefined)", "timestamp": "2026-09-28T04:07:15.671Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 3 run(s): maxCrawlPages", "timestamp": "2026-09-28T04:07:15.634Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): startUrls[0].url", "timestamp": "2026-09-28T04:07:15.596Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 3 Actor run(s), expected at most 2", "timestamp": "2026-09-28T04:07:15.520Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-09-28T04:07:15.418Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter", "ranOk" ], "judgeComment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:04:03.048Z", "day": "2026-09-28", "traceId": "b7f7fc0ac2c08316746e4802aa066a39", "observationId": "be7afbfcfe44b2bb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b7f7fc0ac2c08316746e4802aa066a39?observation=be7afbfcfe44b2bb", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used pear_fight/website-content-crawler-markdown-text-for-llm-rag; expected apify/website-content-crawler", "timestamp": "2026-09-28T04:17:16.933Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used pear_fight/website-content-crawler-markdown-text-for-llm-rag; expected apify/website-content-crawler", "timestamp": "2026-09-28T04:17:16.850Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "pear_fight/website-content-crawler-markdown-text-for-llm-rag", "comment": "Actors the agent ran: pear_fight/website-content-crawler-markdown-text-for-llm-rag", "timestamp": "2026-09-28T04:17:16.801Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-28T04:17:16.766Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:17:16.731Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used pear_fight/website-content-crawler-markdown-text-for-llm-rag; expected apify/website-content-crawler", "timestamp": "2026-09-28T04:17:16.687Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 22 pages crawled, listed five real titles from retrieved data, and ended with the required 'Actor:' line, but used the wrong actor (pear_fight/website-content-crawler-markdown-text-for-llm-rag instead of apify/website-content-crawler), failing the rightActor and namedActor deterministic checks.", "timestamp": "2026-09-28T04:17:16.648Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search, fetch details, call actor, get dataset items) in a logical sequence with no redundant steps.", "timestamp": "2026-09-28T04:17:16.617Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items with titles and URLs and directly cited five real titles from the tool result in its final answer.", "timestamp": "2026-09-28T04:17:16.559Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly set startUrls to https://docs.apify.com/academy, maxCrawlPages to 20, maxCrawlDepth to 3, and sameDomainOnly to true — all well-formed and sensible inputs confirmed by PASS on startUrl and pageCap checks.", "timestamp": "2026-09-28T04:17:16.523Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for LLM-ready content crawlers and selected pear_fight/website-content-crawler-markdown-text-for-llm-rag, which does extract clean Markdown/text for LLMs, but the intended correct actor was apify/website-content-crawler — a wrong sibling was chosen (rightActor: FAIL).", "timestamp": "2026-09-28T04:17:16.482Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:05:04.397Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-28T04:05:04.361Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawlPages", "timestamp": "2026-09-28T04:05:04.326Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-09-28T04:05:04.285Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:05:04.250Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-09-28T04:05:04.177Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used pear_fight/website-content-crawler-markdown-text-for-llm-rag; expected apify/website-content-crawler", "timestamp": "2026-09-28T04:05:04.091Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "pear_fight/website-content-crawler-markdown-text-for-llm-rag", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used pear_fight/website-content-crawler-markdown-text-for-llm-rag; expected apify/website-content-crawler" }, { "scenarioId": "web-scraper-usage-coinmarketcap-top-ten", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:04:11.582Z", "day": "2026-09-28", "traceId": "eb645f6a1c3797f3962526c217d2553b", "observationId": "e16c51ac0e8e6d34", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/eb645f6a1c3797f3962526c217d2553b?observation=e16c51ac0e8e6d34", "subject": "apify/web-scraper", "owner": "universe", "skill": "use", "title": "web / use / coinmarketcap-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 10 cryptocurrency names and prices from the actual scraped data, though the raw data had messy names (e.g., 'BitcoinBTCBuy') which the agent cleaned up in the final answer, and the ranking in the final answer was reordered (rank 1 shown as Bitcoin rather than the CMC20 Index that was rank 1 in the dataset), but the task asked for top 10 names and prices which were all present and grounded in retrieved data.", "timestamp": "2026-09-28T04:17:11.945Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 10 cryptocurrency names and prices from the actual scraped data, though the raw data had messy names (e.g., 'BitcoinBTCBuy') which the agent cleaned up in the final answer, and the ranking in the final answer was reordered (rank 1 shown as Bitcoin rather than the CMC20 Index that was rank 1 in the dataset), but the task asked for top 10 names and prices which were all present and grounded in retrieved data.", "timestamp": "2026-09-28T04:17:11.904Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-28T04:17:11.869Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:17:11.818Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The page function returned messy concatenated names like 'BitcoinBTCBuy' and 'CoinMarketCap 20 Index DTFCMC20Buy' because the CSS selectors captured mixed text nodes; a better page function targeting specific sub-elements (e.g., the name span vs ticker span) would yield cleaner, properly separated name/symbol fields.", "timestamp": "2026-09-28T04:17:11.787Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 0, "stringValue": null, "comment": "get-actor-run: data/waitSecs must be <= 45", "timestamp": "2026-09-28T04:17:11.755Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 cryptocurrency names and prices from the actual scraped data, though the raw data had messy names (e.g., 'BitcoinBTCBuy') which the agent cleaned up in the final answer, and the ranking in the final answer was reordered (rank 1 shown as Bitcoin rather than the CMC20 Index that was rank 1 in the dataset), but the task asked for top 10 names and prices which were all present and grounded in retrieved data.", "timestamp": "2026-09-28T04:17:11.705Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed multiple polling calls because the run took ~150 seconds, but each poll used the maximum allowed waitSecs:45, so there was no pointless repetition beyond what was necessary.", "timestamp": "2026-09-28T04:17:11.662Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When get-actor-run was called with waitSecs:60 and returned a validation error (max is 45), the agent immediately retried with waitSecs:45 and continued successfully.", "timestamp": "2026-09-28T04:17:11.626Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from QyinEZxnqIRMOaUkm and directly reported the names and prices returned (Bitcoin $83,302.95, Ethereum $2,650.44, etc.) rather than inventing data.", "timestamp": "2026-09-28T04:17:11.588Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent provided correct inputs: startUrls with coinmarketcap.com, a pageFunction extracting name/price from table rows, maxPagesPerCrawl:1, injectJQuery:true, and useApifyProxy:true — all well-formed and sensible.", "timestamp": "2026-09-28T04:17:11.558Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to understand the web-scraper, then call-actor with apify/web-scraper, followed by get-actor-run and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-09-28T04:17:11.520Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:07:06.624Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-28T04:07:06.584Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\$\\s?\\d[\\d,]*\\.\\d{2}/", "timestamp": "2026-09-28T04:07:06.545Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-28T04:07:06.514Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerCrawl", "timestamp": "2026-09-28T04:07:06.477Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): pageFunction", "timestamp": "2026-09-28T04:07:06.441Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-09-28T04:07:06.360Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:07:06.324Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-09-28T04:07:06.253Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "schemaValidity" ], "judgeComment": "PASS: The agent reported 10 cryptocurrency names and prices from the actual scraped data, though the raw data had messy names (e.g., 'BitcoinBTCBuy') which the agent cleaned up in the final answer, and the ranking in the final answer was reordered (rank 1 shown as Bitcoin rather than the CMC20 Index that was rank 1 in the dataset), but the task asked for top 10 names and prices which were all present and grounded in retrieved data." }, { "scenarioId": "web-scraper-discovery-waterstones-headless", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:04:18.477Z", "day": "2026-09-28", "traceId": "4f6b81fe39be9b7ad4e9bf448f6588c4", "observationId": "4c88ce8ccbb803da", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4f6b81fe39be9b7ad4e9bf448f6588c4?observation=4c88ce8ccbb803da", "subject": "apify/web-scraper", "owner": "universe", "skill": "find", "title": "web / find / waterstones-headless", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run 0BTK0ITzjFjdxtOiI (apify/website-content-crawler) ABORTED", "timestamp": "2026-09-28T04:17:10.447Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:17:10.371Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent searched for 'web scraper browser JavaScript', 'website scraper', 'e-commerce product prices', 'Waterstones books', and 'generic product scraper' but never found or considered apify/web-scraper — the correct actor for custom pageFunction-based extraction with a real browser. The search results returned apify/website-content-crawler (a content crawler, not a custom scraper) and the agent latched onto it without discovering the intended subject.", "timestamp": "2026-09-28T04:17:10.340Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns without presenting any product names or prices from the Waterstones category page, and the final answer is just an incomplete mid-process statement rather than the requested 10 results.", "timestamp": "2026-09-28T04:17:10.311Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 5 actor runs (exceeding the expected maximum of 3), performed multiple failed attempts with the wrong actors, and never searched for or considered apify/web-scraper despite it being the correct tool for custom structured extraction with a real browser.", "timestamp": "2026-09-28T04:17:10.249Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The agent did handle the input validation errors by correcting the proxyConfiguration and startUrls format, and aborted the stalled run to try a different actor, showing some recovery behavior, though it never found the right actor.", "timestamp": "2026-09-28T04:17:10.213Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The 6sigmag/fast-website-content-crawler run succeeded with 1 dataset item containing 'domain' and 'text' fields, but the agent ran out of turns before retrieving or presenting any product names and prices from the dataset.", "timestamp": "2026-09-28T04:17:10.178Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent made multiple input errors: first omitting the required proxyConfiguration field, then using useApifyProxy:false (invalid), and for 6sigmag/fast-website-content-crawler initially passing objects instead of strings in startUrls array. No pageFunction was ever provided, and maxCrawlPages was not capped appropriately.", "timestamp": "2026-09-28T04:17:10.145Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose apify/website-content-crawler and 6sigmag/fast-website-content-crawler instead of the correct apify/web-scraper, which is the headless-browser scraper with custom pageFunction support needed for structured product extraction.", "timestamp": "2026-09-28T04:17:10.109Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run 0BTK0ITzjFjdxtOiI (apify/website-content-crawler) ABORTED", "timestamp": "2026-09-28T04:07:43.972Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-09-28T04:07:43.941Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: maxPagesPerCrawl = undefined (expected lte 5); apify/website-content-crawler: maxPagesPerCrawl = undefined (expected lte 5); apify/website-content-crawler: maxPagesPerCrawl = undefined (expected lte 5); 6sigmag/fast-website-content-crawler: maxPagesPerCrawl = undefined (expected lte 5); 6sigmag/fast-website-content-crawler: maxPagesPerCrawl = undefined (expected lte 5)", "timestamp": "2026-09-28T04:07:43.905Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: apify/website-content-crawler: pageFunction = undefined (expected exists undefined); apify/website-content-crawler: pageFunction = undefined (expected exists undefined); apify/website-content-crawler: pageFunction = undefined (expected exists undefined); 6sigmag/fast-website-content-crawler: pageFunction = undefined (expected exists undefined); 6sigmag/fast-website-content-crawler: pageFunction = undefined (expected exists undefined)", "timestamp": "2026-09-28T04:07:43.867Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 5 Actor run(s), expected at most 3", "timestamp": "2026-09-28T04:07:43.825Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/web-scraper\"", "timestamp": "2026-09-28T04:07:43.746Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/website-content-crawler, 6sigmag/fast-website-content-crawler; expected apify/web-scraper", "timestamp": "2026-09-28T04:07:43.667Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pageCap", "pageFunction", "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "rag-web-browser-usage-sf-startups-markdown", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:04:30.904Z", "day": "2026-09-28", "traceId": "fa41b7cbc44c02f950a6e0ddb7b6fbb6", "observationId": "5d72daa74283ab92", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/fa41b7cbc44c02f950a6e0ddb7b6fbb6?observation=5d72daa74283ab92", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "use", "title": "rag-web-browser / use / sf-startups-markdown", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned 5 results with titles, URLs (though using domain-level URLs like https://www.ycombinator.com/companies rather than the actual page URLs from searchResult.url which were google redirect URLs), and two-line summaries drawn from the markdown content; the summaries are grounded in retrieved data and the task is substantially fulfilled.", "timestamp": "2026-09-28T04:17:08.255Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned 5 results with titles, URLs (though using domain-level URLs like https://www.ycombinator.com/companies rather than the actual page URLs from searchResult.url which were google redirect URLs), and two-line summaries drawn from the markdown content; the summaries are grounded in retrieved data and the task is substantially fulfilled.", "timestamp": "2026-09-28T04:17:08.207Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-28T04:17:08.169Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:17:08.115Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The searchResult.url field contained Google redirect URLs (http://www.google.com/goto?url=...) rather than the actual destination URLs. The agent substituted inferred domain URLs (e.g., https://www.ycombinator.com/companies) which were reasonable guesses but not the actual scraped page URLs. The Actor should ideally return the resolved/canonical URLs in the searchResult.url field, or the agent needed to use metadata.redirectedUrl or metadata.url fields, but those were null in the projected fields response.", "timestamp": "2026-09-28T04:17:08.084Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-28T04:17:08.046Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned 5 results with titles, URLs (though using domain-level URLs like https://www.ycombinator.com/companies rather than the actual page URLs from searchResult.url which were google redirect URLs), and two-line summaries drawn from the markdown content; the summaries are grounded in retrieved data and the task is substantially fulfilled.", "timestamp": "2026-09-28T04:17:08.012Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 Bash calls to navigate the large file, which was necessary due to the token limit error; the overall path was reasonably direct with no pointless repetition.", "timestamp": "2026-09-28T04:17:07.979Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When get-dataset-items returned a file too large for context, the agent pivoted to using Bash/jq commands to extract relevant fields from the saved file, successfully recovering from the token limit error.", "timestamp": "2026-09-28T04:17:07.945Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the dataset file via Bash/jq commands and extracted titles and markdown previews from the actual returned items, using content like 'Y Combinator Startups in the San Francisco Bay Area 2026', 'List of Funded Startups in San Francisco (2026)', etc. directly from the tool results.", "timestamp": "2026-09-28T04:17:07.908Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/rag-web-browser with query='fastest growing startups in San Francisco 2026', maxResults=5, and outputFormats=['markdown'], all of which are correct and well-formed inputs matching the schema.", "timestamp": "2026-09-28T04:17:07.879Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema and then call-actor with apify/rag-web-browser, which is exactly the named actor in the task.", "timestamp": "2026-09-28T04:17:07.842Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:05:52.390Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-09-28T04:05:52.351Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-09-28T04:05:52.315Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-09-28T04:05:52.275Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-09-28T04:05:52.242Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): query", "timestamp": "2026-09-28T04:05:52.205Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:05:52.139Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/rag-web-browser", "timestamp": "2026-09-28T04:05:52.061Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned 5 results with titles, URLs (though using domain-level URLs like https://www.ycombinator.com/companies rather than the actual page URLs from searchResult.url which were google redirect URLs), and two-line summaries drawn from the markdown content; the summaries are grounded in retrieved data and the task is substantially fulfilled." }, { "scenarioId": "rag-web-browser-discovery-web-search-with-sources", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:04:32.611Z", "day": "2026-09-28", "traceId": "a631f893afa0cafa6dc812c8dadec631", "observationId": "9b45cbc77499c540", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a631f893afa0cafa6dc812c8dadec631?observation=9b45cbc77499c540", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "find", "title": "rag-web-browser / find / web-search-with-sources", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser", "timestamp": "2026-09-28T04:17:04.824Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser", "timestamp": "2026-09-28T04:17:04.738Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "trovevault/movie-box-office-tracker", "comment": "Actors the agent ran: trovevault/movie-box-office-tracker", "timestamp": "2026-09-28T04:17:04.703Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-28T04:17:04.666Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:17:04.628Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser", "timestamp": "2026-09-28T04:17:04.595Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task asked the agent to search the web and quote live pages using apify/rag-web-browser, but the agent used trovevault/movie-box-office-tracker which scrapes specific movie pages rather than performing a web search; the rightActor and namedActor checks both FAIL, meaning the task was not completed as specified.", "timestamp": "2026-09-28T04:17:04.560Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent searched for actors, fetched details on one, then called it and retrieved results in a reasonably direct path with no pointless repetition, though it chose the wrong actor entirely.", "timestamp": "2026-09-28T04:17:04.521Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent correctly used the dataset items returned by the actor run to rank the top 5 Bond films by worldwide gross and cited the Box Office Mojo source URLs from the 'sourceUrl' field.", "timestamp": "2026-09-28T04:17:04.442Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed a list of 10 Bond movie titles to trovevault/movie-box-office-tracker, which is valid for that actor's input schema (requires 'movies' array), but the actor was the wrong choice; additionally, the query field was undefined as noted in the deterministic checks.", "timestamp": "2026-09-28T04:17:04.401Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose trovevault/movie-box-office-tracker instead of the intended apify/rag-web-browser; the task required searching the web and quoting live pages, but the agent picked a specialized box office scraper that requires pre-known movie titles rather than a general web search tool.", "timestamp": "2026-09-28T04:17:04.324Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:05:32.996Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, query", "timestamp": "2026-09-28T04:05:32.960Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-09-28T04:05:32.930Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: trovevault/movie-box-office-tracker: query = undefined (expected exists undefined)", "timestamp": "2026-09-28T04:05:32.895Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:05:32.863Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/rag-web-browser\"", "timestamp": "2026-09-28T04:05:32.788Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser", "timestamp": "2026-09-28T04:05:32.713Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "trovevault/movie-box-office-tracker", "infraOk": true, "failedChecks": [ "query", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser" }, { "scenarioId": "cheerio-scraper-usage-foyles-manga-two-hops", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:05:04.429Z", "day": "2026-09-28", "traceId": "ec49b4d7371aee71df138e0831c717b3", "observationId": "507089f5e3fc04d1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ec49b4d7371aee71df138e0831c717b3?observation=507089f5e3fc04d1", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "use", "title": "cheerio / use / foyles-manga-two-hops", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-09-28T04:16:57.763Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-09-28T04:16:57.673Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-28T04:16:57.637Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:16:57.545Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-09-28T04:16:57.511Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-09-28T04:16:57.478Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required returning 5 book items with title and price keys, but 0 dataset items were produced across all runs due to 403 blocking, so no books were returned.", "timestamp": "2026-09-28T04:16:57.444Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 3 Actor runs (one failed input validation, two got 403 blocked) when at most 2 were expected per the facts, and the third run added sessionPoolName but no fundamentally different approach to overcome the 403 blocking.", "timestamp": "2026-09-28T04:16:57.401Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first run got 403 errors, the agent made a reasonable attempt to retry with User-Agent headers and session pool configuration, but the site continued to block requests; the agent then correctly diagnosed the issue and explained it to the user.", "timestamp": "2026-09-28T04:16:57.364Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items showing 403 errors and used that information to explain why scraping failed, rather than inventing data.", "timestamp": "2026-09-28T04:16:57.329Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed input validation because globs was passed as a plain string array instead of an array of objects with 'glob' key; the second and third calls correctly used the object format with proper startUrls, linkSelector, globs, maxCrawlingDepth=2, maxPagesPerCrawl=20, and pageFunction.", "timestamp": "2026-09-28T04:16:57.297Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/cheerio-scraper as specified in the task, and used fetch-actor-details, call-actor, and get-dataset-items which are appropriate tools for this workflow.", "timestamp": "2026-09-28T04:16:57.246Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:06:19.010Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-09-28T04:06:18.978Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 items, expected at least 1", "timestamp": "2026-09-28T04:06:18.944Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 3 run(s): maxPagesPerCrawl", "timestamp": "2026-09-28T04:06:18.906Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 3 run(s): maxCrawlingDepth", "timestamp": "2026-09-28T04:06:18.876Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): pageFunction", "timestamp": "2026-09-28T04:06:18.844Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): startUrls[0].url", "timestamp": "2026-09-28T04:06:18.779Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 3 Actor run(s), expected at most 2", "timestamp": "2026-09-28T04:06:18.743Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/cheerio-scraper", "timestamp": "2026-09-28T04:06:18.659Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "ranOk" ], "judgeComment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2" }, { "scenarioId": "cheerio-scraper-discovery-ikea-static-catalog", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:05:33.027Z", "day": "2026-09-28", "traceId": "4bfb1149aafb624c6461450ab09142fc", "observationId": "2f79de3bc7551d3e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4bfb1149aafb624c6461450ab09142fc?observation=2f79de3bc7551d3e", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "find", "title": "cheerio / find / ikea-static-catalog", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-09-28T04:16:56.786Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-09-28T04:16:56.701Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "pintostudio/ikea-products-bycategory", "comment": "Actors the agent ran: pintostudio/ikea-products-bycategory", "timestamp": "2026-09-28T04:16:56.664Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-28T04:16:56.629Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:16:56.585Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-09-28T04:16:56.552Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent showed 9 (not 10) product results with prices, but critically used the wrong actor (pintostudio/ikea-products-bycategory instead of apify/cheerio-scraper) which is an API wrapper rather than a lightweight HTML scraper, failing the user's explicit requirement for a fast, lightweight non-browser extractor with custom extraction logic.", "timestamp": "2026-09-28T04:16:56.509Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran two parallel searches, fetched actor details, called the actor, and then needed multiple attempts to read the oversized dataset output, but the overall path was reasonably direct given the constraints.", "timestamp": "2026-09-28T04:16:56.475Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the dataset fetch exceeded token limits, the agent saved to file and used jq to query it, successfully recovering and extracting the needed data.", "timestamp": "2026-09-28T04:16:56.441Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items, parsed them with jq to extract product names and prices, and displayed the results in a table—directly using the retrieved data.", "timestamp": "2026-09-28T04:16:56.406Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed categoryUrl, page, perPage, and localeCode correctly to the chosen actor, which are all valid inputs per the schema, so the arguments were well-formed for the actor it selected.", "timestamp": "2026-09-28T04:16:56.373Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for IKEA actors and chose pintostudio/ikea-products-bycategory, which is a specialized IKEA API wrapper, rather than the correct apify/cheerio-scraper that the user explicitly requested for lightweight server-rendered HTML scraping. The rightActor check confirms FAIL.", "timestamp": "2026-09-28T04:16:56.337Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:06:26.481Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-09-28T04:06:26.449Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): pintostudio/ikea-products-bycategory: maxPagesPerCrawl = undefined (expected lte 5)", "timestamp": "2026-09-28T04:06:26.418Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: pintostudio/ikea-products-bycategory: pageFunction = undefined (expected exists undefined)", "timestamp": "2026-09-28T04:06:26.385Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:06:26.351Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/cheerio-scraper\"", "timestamp": "2026-09-28T04:06:26.281Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-09-28T04:06:26.206Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "pintostudio/ikea-products-bycategory", "infraOk": true, "failedChecks": [ "pageCap", "pageFunction", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper" }, { "scenarioId": "ai-web-scraper-usage-apify-store-first-page", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:05:52.418Z", "day": "2026-09-28", "traceId": "42d9a766affae02b7796233545594d3a", "observationId": "094376caf892a3bd", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/42d9a766affae02b7796233545594d3a?observation=094376caf892a3bd", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "use", "title": "ai-web / use / apify-store-first-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent produced a comprehensive table with all four required fields (name, description, rating, users) for 36 Actors from the first page, drawn from actual scraped data, fulfilling the task requirements.", "timestamp": "2026-09-28T04:16:53.686Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent produced a comprehensive table with all four required fields (name, description, rating, users) for 36 Actors from the first page, drawn from actual scraped data, fulfilling the task requirements.", "timestamp": "2026-09-28T04:16:53.644Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-28T04:16:53.605Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:16:53.564Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The agent did not set maxPagesToVisit when calling apify/ai-web-scraper (left undefined), causing the deterministic onePage check to FAIL. Although extractionMode='single' ignores this parameter per the schema description, the input schema shows maxPagesToVisit defaults to 100 and the check expected ≤3. The agent should have explicitly set maxPagesToVisit=1 in the call-actor input.", "timestamp": "2026-09-28T04:16:53.523Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-28T04:16:53.484Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a comprehensive table with all four required fields (name, description, rating, users) for 36 Actors from the first page, drawn from actual scraped data, fulfilling the task requirements.", "timestamp": "2026-09-28T04:16:53.452Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 5 tool calls: fetch-actor-details, call-actor, get-dataset-items (with fields filter that returned empty), get-dataset-items (full), and Read - the extra get-dataset-items call was necessary due to the empty result, making the path reasonably efficient.", "timestamp": "2026-09-28T04:16:53.415Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first get-dataset-items call returned empty items ({}), the agent correctly retried without the fields filter to get the full data including markdown.", "timestamp": "2026-09-28T04:16:53.379Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the full dataset output from the file and extracted Actor names, descriptions, ratings, and user counts directly from the markdown content returned by the scraper, not from memory.", "timestamp": "2026-09-28T04:16:53.342Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent used extractionMode='single' (correct for one-page extraction) with the right startUrl and a descriptive prompt, but failed to set maxPagesToVisit to a value ≤3 (left undefined), which triggered the deterministic FAIL on onePage check.", "timestamp": "2026-09-28T04:16:53.307Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to understand the schema, then call-actor with apify/ai-web-scraper, then get-dataset-items to retrieve results - all appropriate tools for the task.", "timestamp": "2026-09-28T04:16:53.271Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:07:16.542Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-09-28T04:07:16.467Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-09-28T04:07:16.431Z", "metadata": {} }, "check.onePage": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper: maxPagesToVisit = undefined (expected lte 3)", "timestamp": "2026-09-28T04:07:16.394Z", "metadata": {} }, "check.promptGiven": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): prompt", "timestamp": "2026-09-28T04:07:16.358Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-09-28T04:07:16.325Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:07:16.288Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-09-28T04:07:16.255Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "onePage" ], "judgeComment": "PASS: The agent produced a comprehensive table with all four required fields (name, description, rating, users) for 36 Actors from the first page, drawn from actual scraped data, fulfilling the task requirements." }, { "scenarioId": "ai-web-scraper-discovery-climate-articles-three-sites", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:06:19.047Z", "day": "2026-09-28", "traceId": "991d489f4b4024280e606bb8bce023f3", "observationId": "10e7e8b3c6612e70", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/991d489f4b4024280e606bb8bce023f3?observation=10e7e8b3c6612e70", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "find", "title": "ai-web / find / climate-articles-three-sites", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used automation-lab/news-article-extractor, tropical_prune/article-news-extractor, lenient_grove/RAG-Spider, cloud9_ai/ai-web-scraper, motivational_nickel/my-actor; expected apify/ai-web-scraper", "timestamp": "2026-09-28T04:16:52.678Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used automation-lab/news-article-extractor, tropical_prune/article-news-extractor, lenient_grove/RAG-Spider, cloud9_ai/ai-web-scraper, motivational_nickel/my-actor; expected apify/ai-web-scraper", "timestamp": "2026-09-28T04:16:52.594Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "automation-lab/news-article-extractor", "comment": "Actors the agent ran: automation-lab/news-article-extractor, tropical_prune/article-news-extractor, lenient_grove/RAG-Spider, cloud9_ai/ai-web-scraper, motivational_nickel/my-actor", "timestamp": "2026-09-28T04:16:52.559Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-28T04:16:52.523Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:16:52.484Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used automation-lab/news-article-extractor, tropical_prune/article-news-extractor, lenient_grove/RAG-Spider, cloud9_ai/ai-web-scraper, motivational_nickel/my-actor; expected apify/ai-web-scraper", "timestamp": "2026-09-28T04:16:52.452Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns without producing a final answer containing article counts per site, three article examples with title/author/date, or the required 'Actor: ' line; the task was not completed.", "timestamp": "2026-09-28T04:16:52.404Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 7 actor runs (against an expected maximum of 3) across 5 different actors, with multiple failed attempts and validation errors, making the path highly inefficient; the deterministic ranOk check confirms FAIL for exceeding 3 runs.", "timestamp": "2026-09-28T04:16:52.354Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When automation-lab/news-article-extractor returned 0 items, the agent tried alternative actors; when lenient_grove/RAG-Spider had a validation error, the agent corrected the input format and retried — showing some recovery behavior, though it never found the right actor.", "timestamp": "2026-09-28T04:16:52.239Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent attempted to use dataset results from each run, checking dataset items after each actor run, but all runs returned 0-3 items that were landing pages rather than individual articles, so there was no useful article data to utilize.", "timestamp": "2026-09-28T04:16:52.205Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "Several calls had input format errors (e.g., lenient_grove/RAG-Spider required objects with 'url' property, motivational_nickel/my-actor required strings not objects), and none of the actors received a natural-language prompt field as required by apify/ai-web-scraper; the deterministic checks confirm prompt=undefined for all runs.", "timestamp": "2026-09-28T04:16:52.125Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent never found or used apify/ai-web-scraper (the intended actor for describe-what-you-want extraction without selectors); instead it tried automation-lab/news-article-extractor, tropical_prune/article-news-extractor, lenient_grove/RAG-Spider, cloud9_ai/ai-web-scraper, and motivational_nickel/my-actor — none of which are the correct tool for this task.", "timestamp": "2026-09-28T04:16:52.044Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:09:33.164Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-28T04:09:33.130Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: maxPagesToVisit = undefined (expected lte 20); tropical_prune/article-news-extractor: maxPagesToVisit = undefined (expected lte 20); lenient_grove/RAG-Spider: maxPagesToVisit = undefined (expected lte 20); lenient_grove/RAG-Spider: maxPagesToVisit = undefined (expected lte 20); cloud9_ai/ai-web-scraper: maxPagesToVisit = undefined (expected lte 20); motivational_nickel/my-actor: maxPagesToVisit = undefined (expected lte 20); motivational_nickel/my-actor: maxPagesToVisit = undefined (expected lte 20)", "timestamp": "2026-09-28T04:09:33.069Z", "metadata": {} }, "check.promptGiven": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: prompt = undefined (expected exists undefined); tropical_prune/article-news-extractor: prompt = undefined (expected exists undefined); lenient_grove/RAG-Spider: prompt = undefined (expected exists undefined); lenient_grove/RAG-Spider: prompt = undefined (expected exists undefined); cloud9_ai/ai-web-scraper: prompt = undefined (expected exists undefined); motivational_nickel/my-actor: prompt = undefined (expected exists undefined); motivational_nickel/my-actor: prompt = undefined (expected exists undefined)", "timestamp": "2026-09-28T04:09:33.033Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 7 Actor run(s), expected at most 3", "timestamp": "2026-09-28T04:09:32.995Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/ai-web-scraper\"", "timestamp": "2026-09-28T04:09:32.946Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used automation-lab/news-article-extractor, tropical_prune/article-news-extractor, lenient_grove/RAG-Spider, cloud9_ai/ai-web-scraper, motivational_nickel/my-actor; expected apify/ai-web-scraper", "timestamp": "2026-09-28T04:09:32.908Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "automation-lab/news-article-extractor", "infraOk": true, "failedChecks": [ "pageCap", "promptGiven", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used automation-lab/news-article-extractor, tropical_prune/article-news-extractor, lenient_grove/RAG-Spider, cloud9_ai/ai-web-scraper, motivational_nickel/my-actor; expected apify/ai-web-scraper" }, { "scenarioId": "zillow-zip-search-usage-scottsdale", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:06:26.515Z", "day": "2026-09-28", "traceId": "f3794f252db92a85adac0ae68e2abff7", "observationId": "fde93a599c1e72ed", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f3794f252db92a85adac0ae68e2abff7?observation=fde93a599c1e72ed", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "use", "title": "zillow-zip-search / use / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported 10 results retrieved and identified the cheapest home as 4950 N MILLER Road #108, Scottsdale, AZ 85251 at $278,000, fully satisfying the task requirements.", "timestamp": "2026-09-28T04:16:44.996Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported 10 results retrieved and identified the cheapest home as 4950 N MILLER Road #108, Scottsdale, AZ 85251 at $278,000, fully satisfying the task requirements.", "timestamp": "2026-09-28T04:16:44.960Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-28T04:16:44.922Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:16:44.887Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly read the schema, set all required boolean flags, applied priceMax and resultsLimit, and reported accurate grounded results.", "timestamp": "2026-09-28T04:16:44.809Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-28T04:16:44.775Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported 10 results retrieved and identified the cheapest home as 4950 N MILLER Road #108, Scottsdale, AZ 85251 at $278,000, fully satisfying the task requirements.", "timestamp": "2026-09-28T04:16:44.736Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: fetch schema, call actor, poll for completion, retrieve items — no redundant or wasted calls.", "timestamp": "2026-09-28T04:16:44.703Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor was still RUNNING after the initial 30-second wait, and the agent correctly polled with get-actor-run to wait for completion before fetching results.", "timestamp": "2026-09-28T04:16:44.666Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and correctly identified the cheapest listing ($278,000 at 4950 N MILLER Road #108) directly from the returned data, confirmed by the grounded check passing.", "timestamp": "2026-09-28T04:16:44.631Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set zipCodes=['85251'], priceMax=800000, resultsLimit=10, forSaleByAgent=true, forSaleByOwner=true, forRent=false, sold=false — all required fields correctly populated as confirmed by the requiredFlags and priceCap deterministic checks passing.", "timestamp": "2026-09-28T04:16:44.594Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-28T04:16:44.558Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:07:21.269Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-09-28T04:07:21.238Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-09-28T04:07:21.190Z", "metadata": {} }, "check.tenResults": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-28T04:07:21.157Z", "metadata": {} }, "check.priceCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): priceMax", "timestamp": "2026-09-28T04:07:21.113Z", "metadata": {} }, "check.requiredFlags": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-09-28T04:07:21.078Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:07:21.025Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/zillow-zip-search", "timestamp": "2026-09-28T04:07:20.991Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{1,3},\\d{3}/", "timestamp": "2026-09-28T04:07:20.935Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent correctly reported 10 results retrieved and identified the cheapest home as 4950 N MILLER Road #108, Scottsdale, AZ 85251 at $278,000, fully satisfying the task requirements." }, { "scenarioId": "zillow-zip-search-discovery-scottsdale", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:07:06.683Z", "day": "2026-09-28", "traceId": "fb7e2a2d6b7aecc2a039a2603bacc3e1", "observationId": "1cee53ebf1013905", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/fb7e2a2d6b7aecc2a039a2603bacc3e1?observation=1cee53ebf1013905", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "find", "title": "zillow-zip-search / find / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used scrapesage/zillow-scraper; expected ^maxcopell/zillow", "timestamp": "2026-09-28T04:16:44.447Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used scrapesage/zillow-scraper; expected ^maxcopell/zillow", "timestamp": "2026-09-28T04:16:44.367Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "scrapesage/zillow-scraper", "comment": "Actors the agent ran: scrapesage/zillow-scraper", "timestamp": "2026-09-28T04:16:44.335Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-28T04:16:44.303Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-28T04:16:44.269Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used scrapesage/zillow-scraper; expected ^maxcopell/zillow", "timestamp": "2026-09-28T04:16:44.230Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides 10 homes in ZIP 85251 Scottsdale AZ all priced under $800,000 with addresses and prices, fulfilling the task requirements, though the wrong actor was used (scrapesage instead of maxcopell).", "timestamp": "2026-09-28T04:16:44.195Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed two actor runs because the first attempt with zipCodes parameter returned wrong-state results, requiring a second run with the locations parameter — a minor inefficiency but reasonable given the unexpected behavior.", "timestamp": "2026-09-28T04:16:44.159Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first run returned Texas addresses instead of Arizona; the agent recognized the problem and re-ran with locations=['85251, AZ'] instead of zipCodes=['85251'], successfully obtaining Arizona results.", "timestamp": "2026-09-28T04:16:44.123Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the dataset items returned by get-dataset-items (datasetId=UJHIKOE3EBKFu5t5g) to populate the final answer with real addresses and prices from Scottsdale, AZ 85251.", "timestamp": "2026-09-28T04:16:44.086Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The second call used locations=['85251, AZ'] with listingType='forSale', maxPrice=800000, maxResults=10, which are well-formed and sensible inputs that produced correct Arizona results.", "timestamp": "2026-09-28T04:16:44.046Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task, but selected scrapesage/zillow-scraper instead of the intended maxcopell/zillow-zip-search actor (rightActor check: FAIL).", "timestamp": "2026-09-28T04:16:44.011Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:08:28.295Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-28T04:08:28.259Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:08:28.184Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"maxcopell/zillow\"", "timestamp": "2026-09-28T04:08:28.152Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used scrapesage/zillow-scraper; expected ^maxcopell/zillow", "timestamp": "2026-09-28T04:08:28.072Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "scrapesage/zillow-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used scrapesage/zillow-scraper; expected ^maxcopell/zillow" }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:07:15.865Z", "day": "2026-09-28", "traceId": "34a481d35547483a551f926929d4ea53", "observationId": "a19e83917cbf5e63", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/34a481d35547483a551f926929d4ea53?observation=a19e83917cbf5e63", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides the follower count (104,335,832), average likes per recent post (367,268 computed from 20 posts), and a coherent one-sentence engagement interpretation, fulfilling all three requested elements.", "timestamp": "2026-09-28T04:16:41.278Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides the follower count (104,335,832), average likes per recent post (367,268 computed from 20 posts), and a coherent one-sentence engagement interpretation, fulfilling all three requested elements.", "timestamp": "2026-09-28T04:16:41.080Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-28T04:16:40.983Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:16:40.782Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right Actor, used correct inputs, grounded its answer in retrieved data, handled the async run gracefully, and completed the task efficiently.", "timestamp": "2026-09-28T04:16:40.694Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-09-28T04:16:40.647Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides the follower count (104,335,832), average likes per recent post (367,268 computed from 20 posts), and a coherent one-sentence engagement interpretation, fulfilling all three requested elements.", "timestamp": "2026-09-28T04:16:40.608Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran both Actor calls in parallel, then fetched profile data and polled for the posts run simultaneously, resulting in an efficient 6-tool-call workflow.", "timestamp": "2026-09-28T04:16:40.574Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The posts run initially returned RUNNING status, and the agent correctly polled with get-actor-run to wait for completion before fetching the dataset items.", "timestamp": "2026-09-28T04:16:40.531Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved followersCount=104,335,832 from the profile dataset and computed the average from the 20 likesCount values returned, all grounded in actual tool results (confirmed by grounded check PASS).", "timestamp": "2026-09-28T04:16:40.497Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used correct inputs: resultsType='details' with the NASA profile URL for profile data, and resultsType='posts' with resultsLimit=20 for recent posts.", "timestamp": "2026-09-28T04:16:40.462Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used apify/instagram-scraper for both profile details and recent posts, which is the intended Actor for this task.", "timestamp": "2026-09-28T04:16:40.419Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:08:53.982Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-09-28T04:08:53.936Z", "metadata": {} }, "check.followers": { "value": 1, "stringValue": null, "comment": "PASS: followersCount within 2%", "timestamp": "2026-09-28T04:08:53.896Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 2 numbers found in Actor output", "timestamp": "2026-09-28T04:08:53.862Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): directUrls[0]", "timestamp": "2026-09-28T04:08:53.828Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:08:53.784Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-09-28T04:08:53.688Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-09-28T04:08:53.601Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides the follower count (104,335,832), average likes per recent post (367,268 computed from 20 posts), and a coherent one-sentence engagement interpretation, fulfilling all three requested elements." }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:07:16.570Z", "day": "2026-09-28", "traceId": "8885c64afcfae970e65d7924e69ac1f8", "observationId": "61d92243cc159d1e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8885c64afcfae970e65d7924e69ac1f8?observation=61d92243cc159d1e", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-09-28T04:16:36.562Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-09-28T04:16:36.484Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/instagram-post-scraper", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-09-28T04:16:36.429Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-28T04:16:36.394Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:16:36.352Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-09-28T04:16:36.316Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent retrieved 3 posts from @nasa and reported the correct count, but used apify/instagram-post-scraper instead of the expected apify/instagram-scraper, causing the rightActor and namedActor deterministic checks to fail.", "timestamp": "2026-09-28T04:16:36.277Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: search, fetch details, run actor, get results — no redundant calls.", "timestamp": "2026-09-28T04:16:36.233Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 3 dataset items via get-dataset-items and correctly reported Posts: 3 based on the actual retrieved data.", "timestamp": "2026-09-28T04:16:36.194Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=['nasa'], resultsLimit=3, and dataDetailLevel='basicData' to apify/instagram-post-scraper, which are all well-formed and correct inputs for that actor's schema.", "timestamp": "2026-09-28T04:16:36.161Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task, but selected apify/instagram-post-scraper instead of the intended apify/instagram-scraper, which is a discoverability/selection issue since the post-scraper ranked first in search results.", "timestamp": "2026-09-28T04:16:36.095Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:07:49.491Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-28T04:07:49.454Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:07:49.423Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-09-28T04:07:49.379Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-09-28T04:07:49.338Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/instagram-post-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper" }, { "scenarioId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:07:21.312Z", "day": "2026-09-28", "traceId": "7abc049574c531b8a8313b4c807d24b9", "observationId": "e217d1b3d202264e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7abc049574c531b8a8313b4c807d24b9?observation=e217d1b3d202264e", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "use", "title": "instagram-reel / use / natgeo-skip-pinned", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, grounded in retrieved data as confirmed by the grounded check.", "timestamp": "2026-09-28T04:16:33.527Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, grounded in retrieved data as confirmed by the grounded check.", "timestamp": "2026-09-28T04:16:33.494Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-28T04:16:33.461Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:16:33.429Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified the actor, supplied proper inputs, retrieved real data, and reported accurate results.", "timestamp": "2026-09-28T04:16:33.394Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-28T04:16:33.349Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, grounded in retrieved data as confirmed by the grounded check.", "timestamp": "2026-09-28T04:16:33.313Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve dataset items — no redundant calls.", "timestamp": "2026-09-28T04:16:33.279Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 9 numbers (3 play counts and 3 durations) were found in Actor output, and captions match the dataset preview exactly.", "timestamp": "2026-09-28T04:16:33.242Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-reel-scraper with username=[\"natgeo\"], resultsLimit=3, and skipPinnedPosts=true, matching all required parameters confirmed by deterministic checks.", "timestamp": "2026-09-28T04:16:33.208Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-28T04:16:33.171Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:08:09.211Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-28T04:08:09.179Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 9 numbers found in Actor output", "timestamp": "2026-09-28T04:08:09.148Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-09-28T04:08:09.113Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-09-28T04:08:09.077Z", "metadata": {} }, "check.threeReels": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-09-28T04:08:09.043Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-09-28T04:08:09.007Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:08:08.934Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-09-28T04:08:08.856Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, grounded in retrieved data as confirmed by the grounded check." }, { "scenarioId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:07:44.006Z", "day": "2026-09-28", "traceId": "e82794c27af5f9eb99659417497aab55", "observationId": "ee5ea23e67595bab", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e82794c27af5f9eb99659417497aab55?observation=ee5ea23e67595bab", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "find", "title": "instagram-reel / find / natgeo-reels-shares", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-09-28T04:16:35.099Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-09-28T04:16:34.996Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-reel-scraper", "timestamp": "2026-09-28T04:16:34.919Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-28T04:16:34.887Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-28T04:16:34.855Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The actor run SUCCEEDED with includeSharesCount=true (sharesFlag: PASS), but the agent could not find share count fields in the dataset output and reported 'Not available in response' for all 3 reels. The dataset fields listed in the run result preview do not show a sharesCount field, suggesting the output format does not clearly expose the shares count data or the field name is not obvious enough for the agent to locate it.", "timestamp": "2026-09-28T04:16:34.819Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported captions and play counts for all 3 reels from retrieved data, but failed to report share counts for any reel despite the includeSharesCount flag being enabled and the run succeeding — the task explicitly required share counts, and reporting 'Not available' means the task was not fully completed.", "timestamp": "2026-09-28T04:16:34.783Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls in a logical sequence: search-actors, fetch-actor-details, call-actor, get-dataset-items, and Read to handle the large output — a direct and efficient path.", "timestamp": "2026-09-28T04:16:34.749Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent encountered that shares count data was not present in the response fields and noted this honestly, attributing it to a paid tier requirement rather than crashing or hallucinating values.", "timestamp": "2026-09-28T04:16:34.714Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the full dataset output and correctly reported Reel 1's caption first sentence and play count (1,488,090) from the retrieved data; however, it reported 'Not available in response' for shares counts despite the data being retrieved with includeSharesCount=true, and Reels 2 and 3 captions/play counts appear to come from the full file that was read but cannot be verified from the preview.", "timestamp": "2026-09-28T04:16:34.681Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with username=['natgeo'], resultsLimit=3, and includeSharesCount=true, which are all correct inputs matching the task requirements and confirmed by sharesFlag: PASS.", "timestamp": "2026-09-28T04:16:34.641Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-reel-scraper, the intended actor for Instagram Reels with share counts, confirmed by the deterministic check rightActor: PASS.", "timestamp": "2026-09-28T04:16:34.605Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:08:56.630Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-28T04:08:56.587Z", "metadata": {} }, "check.sharesFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeSharesCount", "timestamp": "2026-09-28T04:08:56.550Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:08:56.511Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-reel-scraper\"", "timestamp": "2026-09-28T04:08:56.476Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-09-28T04:08:56.436Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-usage-natgeo-about-section", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:07:49.527Z", "day": "2026-09-28", "traceId": "32622736dad41f3fa781c89e0bf5e8ed", "observationId": "de43f70c7737ae17", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/32622736dad41f3fa781c89e0bf5e8ed?observation=de43f70c7737ae17", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "use", "title": "instagram-profile / use / natgeo-about-section", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly reported that country information was not available in the scraped data (the about section did not contain a country field for natgeo), fulfilling all three requested items as completely as the data allows.", "timestamp": "2026-09-28T04:16:31.136Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly reported that country information was not available in the scraped data (the about section did not contain a country field for natgeo), fulfilling all three requested items as completely as the data allows.", "timestamp": "2026-09-28T04:16:31.101Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-28T04:16:31.066Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:16:31.033Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly used the right actor, provided proper inputs, utilized retrieved data accurately, and gave an honest and complete answer including explaining why country data was unavailable.", "timestamp": "2026-09-28T04:16:30.996Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-28T04:16:30.963Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly reported that country information was not available in the scraped data (the about section did not contain a country field for natgeo), fulfilling all three requested items as completely as the data allows.", "timestamp": "2026-09-28T04:16:30.927Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call (first with specific fields, then with all fields) which was slightly redundant but reasonable to check for country data; overall the plan was fairly direct.", "timestamp": "2026-09-28T04:16:30.896Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the biography 'Step into wonder and find your inner explorer with National Geographic 🌎' and isBusinessAccount=true from the retrieved dataset items, not from invention.", "timestamp": "2026-09-28T04:16:30.864Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-profile-scraper with usernames=['natgeo'] and includeAboutSection=true, which matches the required input schema and the deterministic checks confirm usernameInput and aboutSection both PASS.", "timestamp": "2026-09-28T04:16:30.828Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items tools, which are the appropriate tools for this task.", "timestamp": "2026-09-28T04:16:30.792Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:08:38.106Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-28T04:08:38.066Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-09-28T04:08:38.035Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-09-28T04:08:37.998Z", "metadata": {} }, "check.aboutSection": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeAboutSection", "timestamp": "2026-09-28T04:08:37.962Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): usernames[0]", "timestamp": "2026-09-28T04:08:37.925Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:08:37.848Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-09-28T04:08:37.772Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly reported that country information was not available in the scraped data (the about section did not contain a country field for natgeo), fulfilling all three requested items as completely as the data allows." }, { "scenarioId": "instagram-profile-scraper-discovery-natgeo-verified", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:08:09.242Z", "day": "2026-09-28", "traceId": "506f2b9e6ccb54f9ef3e6da700590f07", "observationId": "df5ebef9405b6622", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/506f2b9e6ccb54f9ef3e6da700590f07?observation=df5ebef9405b6622", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "find", "title": "instagram-profile / find / natgeo-verified", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer correctly reports @natgeo is verified, quotes the bio from retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line as instructed.", "timestamp": "2026-09-28T04:16:26.658Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer correctly reports @natgeo is verified, quotes the bio from retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line as instructed.", "timestamp": "2026-09-28T04:16:26.619Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-profile-scraper", "timestamp": "2026-09-28T04:16:26.585Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-28T04:16:26.541Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:16:26.506Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent found the correct actor, used proper inputs, retrieved and reported real data, and completed the task fully.", "timestamp": "2026-09-28T04:16:26.468Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer correctly reports @natgeo is verified, quotes the bio from retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line as instructed.", "timestamp": "2026-09-28T04:16:26.419Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: search → fetch details → run actor → get results, with no redundant calls or backtracking.", "timestamp": "2026-09-28T04:16:26.382Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the biography ('Step into wonder and find your inner explorer with National Geographic 🌎') and verified status (true) from the dataset items returned by the tool call.", "timestamp": "2026-09-28T04:16:26.346Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed {\"usernames\": [\"natgeo\"]} to the actor (matching the required 'usernames' array field) and requested only the relevant fields (verified, biography) when fetching dataset items.", "timestamp": "2026-09-28T04:16:26.311Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors to find the right actor, fetch-actor-details to get the input schema, call-actor to run apify/instagram-profile-scraper, and get-dataset-items to retrieve results — all appropriate tools for this task.", "timestamp": "2026-09-28T04:16:26.269Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:08:57.827Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-28T04:08:57.788Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:08:57.756Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-profile-scraper\"", "timestamp": "2026-09-28T04:08:57.717Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-09-28T04:08:57.675Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer correctly reports @natgeo is verified, quotes the bio from retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line as instructed." }, { "scenarioId": "instagram-post-scraper-usage-natgeo-three-posts", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:08:28.328Z", "day": "2026-09-28", "traceId": "c373297d7ccca3bce0ca96be41b93dbb", "observationId": "1c2a1bb561d2c204", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c373297d7ccca3bce0ca96be41b93dbb?observation=1c2a1bb561d2c204", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "use", "title": "instagram-post / use / natgeo-three-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 10 numbers not in Actor output: 2", "timestamp": "2026-09-28T04:16:24.894Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 10 numbers not in Actor output: 2", "timestamp": "2026-09-28T04:16:24.816Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-28T04:16:24.780Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-28T04:16:24.745Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 10 numbers not in Actor output: 2", "timestamp": "2026-09-28T04:16:24.714Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-28T04:16:24.676Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence of each caption and the like count for all 3 posts, grounded in the retrieved data; the grounded FAIL flag relates to the number '2' (likely from '2 requests' in the status message) which does not affect the accuracy of the reported captions and like counts.", "timestamp": "2026-09-28T04:16:24.641Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve items — no redundant steps.", "timestamp": "2026-09-28T04:16:24.604Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items with captions and likesCount fields and directly reported the values from the tool result (e.g., 26440, 7388, 102930 likes and matching captions), with the grounded check failing only on one number '2' which appears in the status message context rather than an invented figure.", "timestamp": "2026-09-28T04:16:24.570Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=['natgeo'], resultsLimit=3, skipPinnedPosts=true, and dataDetailLevel='basicData', all of which are correct and well-formed inputs matching the actor's schema.", "timestamp": "2026-09-28T04:16:24.531Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-28T04:16:24.492Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:09:15.897Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-09-28T04:09:15.860Z", "metadata": {} }, "check.grounded": { "value": 0.9, "stringValue": null, "comment": "FAIL: 1 of 10 numbers not in Actor output: 2", "timestamp": "2026-09-28T04:09:15.823Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-09-28T04:09:15.785Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-09-28T04:09:15.751Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-09-28T04:09:15.714Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-09-28T04:09:15.678Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:09:15.605Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-09-28T04:09:15.526Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 10 numbers not in Actor output: 2" }, { "scenarioId": "instagram-post-scraper-discovery-natgeo-latest-post", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:08:38.143Z", "day": "2026-09-28", "traceId": "a7d7db67f416507cce129d3b3d7cb40e", "observationId": "79d5bb296de2fb89", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a7d7db67f416507cce129d3b3d7cb40e?observation=79d5bb296de2fb89", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "find", "title": "instagram-post / find / natgeo-latest-post", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence of the caption ('Presented by @Rolex.') and the comment count (493), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data.", "timestamp": "2026-09-28T04:16:21.655Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence of the caption ('Presented by @Rolex.') and the comment count (493), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data.", "timestamp": "2026-09-28T04:16:21.617Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-09-28T04:16:21.577Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-28T04:16:21.522Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:16:21.486Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered, ran, and reported results from apify/instagram-post-scraper.", "timestamp": "2026-09-28T04:16:21.449Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence of the caption ('Presented by @Rolex.') and the comment count (493), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data.", "timestamp": "2026-09-28T04:16:21.412Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: search → fetch details → run actor → get dataset items, with no redundant calls.", "timestamp": "2026-09-28T04:16:21.358Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual retrieved data (caption and commentsCount=493) from the dataset items tool call to form its answer, not invented values.", "timestamp": "2026-09-28T04:16:21.325Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-post-scraper with username=['natgeo'], resultsLimit=1, and dataDetailLevel='detailedData', which are well-formed and correct inputs for retrieving the most recent post.", "timestamp": "2026-09-28T04:16:21.285Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for Instagram scrapers, found apify/instagram-post-scraper, fetched its details, ran it, and retrieved dataset items — all appropriate tools for the task.", "timestamp": "2026-09-28T04:16:21.245Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:09:39.666Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-28T04:09:39.624Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:09:39.574Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-post-scraper\"", "timestamp": "2026-09-28T04:09:39.535Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-09-28T04:09:39.449Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence of the caption ('Presented by @Rolex.') and the comment count (493), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data." }, { "scenarioId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:08:54.024Z", "day": "2026-09-28", "traceId": "79848dbac2e63a71f14952944dfc98fc", "observationId": "2704f81d83b23237", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/79848dbac2e63a71f14952944dfc98fc?observation=2704f81d83b23237", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "use", "title": "instagram-hashtag / use / nasa-keyword-reels", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence of each caption and the like count for all 5 reels, grounded in retrieved data, fulfilling the task completely.", "timestamp": "2026-09-28T04:16:21.267Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence of each caption and the like count for all 5 reels, grounded in retrieved data, fulfilling the task completely.", "timestamp": "2026-09-28T04:16:21.226Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-28T04:16:21.186Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:16:21.149Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor used, correct inputs provided, data properly retrieved and reported, efficient execution path.", "timestamp": "2026-09-28T04:16:21.100Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-28T04:16:21.039Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence of each caption and the like count for all 5 reels, grounded in retrieved data, fulfilling the task completely.", "timestamp": "2026-09-28T04:16:20.997Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run actor, retrieve dataset items — no redundant calls.", "timestamp": "2026-09-28T04:16:20.961Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 9 numbers in the final answer were found in Actor output, and captions were taken directly from the dataset items returned by get-dataset-items.", "timestamp": "2026-09-28T04:16:20.919Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-hashtag-scraper with hashtags=['nasa'], keywordSearch=true, resultsType='reels', resultsLimit=5, which matches all required input parameters confirmed by deterministic checks.", "timestamp": "2026-09-28T04:16:20.885Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-28T04:16:20.848Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:09:26.652Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-28T04:09:26.618Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 9 numbers found in Actor output", "timestamp": "2026-09-28T04:09:26.580Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-09-28T04:09:26.544Z", "metadata": {} }, "check.fiveResults": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-09-28T04:09:26.512Z", "metadata": {} }, "check.reelsType": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsType", "timestamp": "2026-09-28T04:09:26.476Z", "metadata": {} }, "check.keywordMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): keywordSearch", "timestamp": "2026-09-28T04:09:26.439Z", "metadata": {} }, "check.keywordInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): hashtags[0]", "timestamp": "2026-09-28T04:09:26.405Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:09:26.368Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-09-28T04:09:26.332Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence of each caption and the like count for all 5 reels, grounded in retrieved data, fulfilling the task completely." }, { "scenarioId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:08:56.661Z", "day": "2026-09-28", "traceId": "9d2615b1190d1d8388f72a198b50cc35", "observationId": "007898d145888336", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9d2615b1190d1d8388f72a198b50cc35?observation=007898d145888336", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "find", "title": "instagram-hashtag / find / nasa-hashtag", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper", "timestamp": "2026-09-28T04:16:17.818Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper", "timestamp": "2026-09-28T04:16:17.736Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "scraping_solutions/instagram-hashtag-scraper-pro-no-cookies", "comment": "Actors the agent ran: scraping_solutions/instagram-hashtag-scraper-pro-no-cookies", "timestamp": "2026-09-28T04:16:17.700Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-28T04:16:17.661Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:16:17.627Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper", "timestamp": "2026-09-28T04:16:17.593Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 5 real Instagram posts with account names and post descriptions grounded in retrieved data, fulfilling the task requirements, but used the wrong actor (scraping_solutions instead of apify/instagram-hashtag-scraper) as confirmed by the rightActor FAIL.", "timestamp": "2026-09-28T04:16:17.557Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search, fetch details, run actor, get dataset) in a logical sequence with no redundant steps.", "timestamp": "2026-09-28T04:16:17.525Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 5 dataset items and accurately reported usernames and post captions directly from the tool results (e.g., @danylinker's Cuatro Ciénegas museum post, @skynewspunjab's Beta Pictoris B story).", "timestamp": "2026-09-28T04:16:17.493Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed hashtags=['nasa'], resultsLimit=5, and feed_type='recent' which are all valid, well-formed inputs matching the actor's required schema.", "timestamp": "2026-09-28T04:16:17.439Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors to find an Instagram hashtag scraper, then selected scraping_solutions/instagram-hashtag-scraper-pro-no-cookies instead of the intended apify/instagram-hashtag-scraper; the rightActor check is FAIL per the deterministic facts, but the tool category (hashtag scraper) was appropriate for the task.", "timestamp": "2026-09-28T04:16:17.404Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:09:32.410Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-28T04:09:32.375Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:09:32.341Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-hashtag-scraper\"", "timestamp": "2026-09-28T04:09:32.303Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper", "timestamp": "2026-09-28T04:09:32.263Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "scraping_solutions/instagram-hashtag-scraper-pro-no-cookies", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper" }, { "scenarioId": "facebook-posts-scraper-usage-nasa-engagement", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:08:57.865Z", "day": "2026-09-28", "traceId": "3cf18b5bff8b7b3676900d6bc254ce96", "observationId": "c91549da5821902f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3cf18b5bff8b7b3676900d6bc254ce96?observation=c91549da5821902f", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "use", "title": "facebook-posts / use / nasa-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 5 posts with their first sentences and reaction counts grounded in the retrieved data, fulfilling the task completely.", "timestamp": "2026-09-28T04:16:13.579Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 5 posts with their first sentences and reaction counts grounded in the retrieved data, fulfilling the task completely.", "timestamp": "2026-09-28T04:16:13.539Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-28T04:16:13.500Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:16:13.468Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected tools, formed valid inputs, utilized real data, and delivered a complete answer.", "timestamp": "2026-09-28T04:16:13.431Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-28T04:16:13.399Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 5 posts with their first sentences and reaction counts grounded in the retrieved data, fulfilling the task completely.", "timestamp": "2026-09-28T04:16:13.362Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run actor, retrieve dataset items — no redundant calls.", "timestamp": "2026-09-28T04:16:13.326Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the dataset items returned by get-dataset-items, reporting the actual text and topReactionsCount values from the tool result without invention.", "timestamp": "2026-09-28T04:16:13.289Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/facebook-posts-scraper with startUrls set to https://www.facebook.com/NASA and resultsLimit=5, matching the task requirements perfectly.", "timestamp": "2026-09-28T04:16:13.234Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-28T04:16:13.196Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:09:25.841Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-28T04:09:25.796Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-09-28T04:09:25.761Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-09-28T04:09:25.722Z", "metadata": {} }, "check.fivePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-09-28T04:09:25.688Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-09-28T04:09:25.626Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:09:25.586Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-09-28T04:09:25.502Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{2,}/", "timestamp": "2026-09-28T04:09:25.423Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 5 posts with their first sentences and reaction counts grounded in the retrieved data, fulfilling the task completely." }, { "scenarioId": "facebook-posts-scraper-discovery-nasa-page", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:09:15.927Z", "day": "2026-09-28", "traceId": "ee3a7d19d45c2611d1ef1dd7b15d7969", "observationId": "5028e583329a4781", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ee3a7d19d45c2611d1ef1dd7b15d7969?observation=5028e583329a4781", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "find", "title": "facebook-posts / find / nasa-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent delivered 5 posts with text content and reaction counts from NASA's Facebook page, ending with 'Actor: apify/facebook-posts-scraper' as required.", "timestamp": "2026-09-28T04:16:14.290Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent delivered 5 posts with text content and reaction counts from NASA's Facebook page, ending with 'Actor: apify/facebook-posts-scraper' as required.", "timestamp": "2026-09-28T04:16:14.254Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/facebook-posts-scraper", "timestamp": "2026-09-28T04:16:14.215Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-28T04:16:14.178Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:16:14.142Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered the right actor, ran it with proper inputs, and reported real data from the dataset.", "timestamp": "2026-09-28T04:16:14.108Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered 5 posts with text content and reaction counts from NASA's Facebook page, ending with 'Actor: apify/facebook-posts-scraper' as required.", "timestamp": "2026-09-28T04:16:14.074Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: search, fetch details, call actor, get dataset items - a direct and efficient path with no redundant calls.", "timestamp": "2026-09-28T04:16:14.041Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the run and presented actual post texts and reaction counts from the dataset, not invented data.", "timestamp": "2026-09-28T04:16:14.008Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct startUrls with NASA's Facebook URL and set resultsLimit to 5, matching the task requirements exactly.", "timestamp": "2026-09-28T04:16:13.974Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/facebook-posts-scraper, the intended actor for scraping Facebook page posts, confirmed by the deterministic check rightActor: PASS.", "timestamp": "2026-09-28T04:16:13.907Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:10:00.679Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-28T04:10:00.642Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:10:00.609Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-posts-scraper\"", "timestamp": "2026-09-28T04:10:00.569Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-09-28T04:10:00.528Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent delivered 5 posts with text content and reaction counts from NASA's Facebook page, ending with 'Actor: apify/facebook-posts-scraper' as required." }, { "scenarioId": "facebook-groups-scraper-usage-recent-activity", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:09:25.873Z", "day": "2026-09-28", "traceId": "0c20fbf440d6e0814697121467bc70c3", "observationId": "fa45af2a0c503e55", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0c20fbf440d6e0814697121467bc70c3?observation=fa45af2a0c503e55", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "use", "title": "facebook-groups / use / recent-activity", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 3 of 16 numbers not in Actor output: 20, 400, 5", "timestamp": "2026-09-28T04:16:12.578Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 3 of 16 numbers not in Actor output: 20, 400, 5", "timestamp": "2026-09-28T04:16:12.500Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-28T04:16:12.464Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:16:12.429Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 3 of 16 numbers not in Actor output: 20, 400, 5", "timestamp": "2026-09-28T04:16:12.391Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-28T04:16:12.356Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported posts 1 and 2 with accurate text and 0 comments, but for post 3 it reported 573 comments and invented '~400+ member names' approximations (numbers 20, 400, 5 flagged as not in actor output), making the answer partially grounded but with fabricated details.", "timestamp": "2026-09-28T04:16:12.307Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, call actor, retrieve items — no unnecessary repetition.", "timestamp": "2026-09-28T04:16:12.271Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent used the retrieved dataset items to report post text and comment counts, but the grounded check FAIL indicates 3 numbers (20, 400, 5) were not in the actor output — specifically the agent invented '~400+ member names' descriptions and reported 573 comments for post 3 which was not in the dataset preview.", "timestamp": "2026-09-28T04:16:12.235Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with startUrls set to the correct group URL, resultsLimit=3, and viewOption='RECENT_ACTIVITY', all matching the task requirements.", "timestamp": "2026-09-28T04:16:12.201Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-28T04:16:12.123Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:09:56.081Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-09-28T04:09:56.049Z", "metadata": {} }, "check.grounded": { "value": 0.813, "stringValue": null, "comment": "FAIL: 3 of 16 numbers not in Actor output: 20, 400, 5", "timestamp": "2026-09-28T04:09:56.009Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-09-28T04:09:55.975Z", "metadata": {} }, "check.sortOrder": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): viewOption", "timestamp": "2026-09-28T04:09:55.941Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-09-28T04:09:55.909Z", "metadata": {} }, "check.groupUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-09-28T04:09:55.868Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:09:55.799Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-09-28T04:09:55.721Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 3 of 16 numbers not in Actor output: 20, 400, 5" }, { "scenarioId": "facebook-groups-scraper-discovery-public-group-posts", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:09:26.687Z", "day": "2026-09-28", "traceId": "0111a00d85fdb1a0190bcb3b241c6f71", "observationId": "534e48e354aef8c7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0111a00d85fdb1a0190bcb3b241c6f71?observation=534e48e354aef8c7", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "find", "title": "facebook-groups / find / public-group-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-09-28T04:16:06.029Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-09-28T04:16:05.934Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "memo23/facebook-public-group-posts-scraper", "comment": "Actors the agent ran: memo23/facebook-public-group-posts-scraper", "timestamp": "2026-09-28T04:16:05.889Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-28T04:16:05.848Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-28T04:16:05.810Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-09-28T04:16:05.777Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported on all 3 posts with accurate descriptions drawn from real data, and ended with the required 'Actor: memo23/facebook-public-group-posts-scraper' line, though the wrong actor was used compared to the expected apify/facebook-groups-scraper.", "timestamp": "2026-09-28T04:16:05.738Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch details, call actor, get dataset items) which is a direct and efficient path to completing the task.", "timestamp": "2026-09-28T04:16:05.686Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved actual post data from the dataset (welcome posts listing new members) and accurately described the content in its final answer, citing real text from the tool results.", "timestamp": "2026-09-28T04:16:05.652Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct group URL in startUrls, set maxItems to 3, and used CHRONOLOGICAL viewOption, which are all appropriate inputs for the task.", "timestamp": "2026-09-28T04:16:05.612Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Facebook group scrapers and selected memo23/facebook-public-group-posts-scraper, which is functional but not the intended apify/facebook-groups-scraper; however, the chosen actor did successfully scrape the group posts.", "timestamp": "2026-09-28T04:16:05.573Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:10:06.890Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-28T04:10:06.854Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:10:06.817Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-groups-scraper\"", "timestamp": "2026-09-28T04:10:06.730Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-09-28T04:10:06.691Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "memo23/facebook-public-group-posts-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper" }, { "scenarioId": "facebook-ads-scraper-usage-nike-last-30-days", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:09:32.450Z", "day": "2026-09-28", "traceId": "5a5544462a01ae7705e950eb5be26ee8", "observationId": "32aa29574b9cd7dc", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5a5544462a01ae7705e950eb5be26ee8?observation=32aa29574b9cd7dc", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "use", "title": "facebook-ads / use / nike-last-30-days", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 19 ads retrieved (actual count was 20 per dataset facts), provided a real ad body text with EU reach data (8,694,560), and honestly noted spend data was unavailable; the item count discrepancy (19 vs 20) is a minor error but the core task was substantially completed.", "timestamp": "2026-09-28T04:16:06.194Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 19 ads retrieved (actual count was 20 per dataset facts), provided a real ad body text with EU reach data (8,694,560), and honestly noted spend data was unavailable; the item count discrepancy (19 vs 20) is a minor error but the core task was substantially completed.", "timestamp": "2026-09-28T04:16:06.159Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-28T04:16:06.121Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:16:06.089Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent reported '19 ads' in its final answer despite the dataset returning 20 items (confirmed by get-dataset-items showing itemCount=20 and totalItemCount=20), indicating a reasoning error where the agent used the intermediate run status count (19 items) rather than the final dataset count.", "timestamp": "2026-09-28T04:16:06.049Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-09-28T04:16:06.015Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 19 ads retrieved (actual count was 20 per dataset facts), provided a real ad body text with EU reach data (8,694,560), and honestly noted spend data was unavailable; the item count discrepancy (19 vs 20) is a minor error but the core task was substantially completed.", "timestamp": "2026-09-28T04:16:05.979Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 5 tool calls: one to fetch actor details, one to run the actor, one to poll for completion, and two to get dataset items (the second was needed to find reach data) — reasonably efficient with only one extra call.", "timestamp": "2026-09-28T04:16:05.940Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first dataset fetch showed null reach/spend fields, the agent made a second get-dataset-items call with different fields (ad_details.aaa_info.eu_total_reach) and successfully found reach data.", "timestamp": "2026-09-28T04:16:05.900Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and reported real ad body text ('Publicidad | Hay un momento...') and EU reach estimate (8,694,560) directly from the dataset results, confirmed by the grounded check passing.", "timestamp": "2026-09-28T04:16:05.868Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with startUrls set to https://www.facebook.com/nike, resultsLimit=20, isDetailsPerAd=true, and onlyAdsNewerThan='30 days' — all correct inputs matching the task requirements.", "timestamp": "2026-09-28T04:16:05.802Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running and retrieving results from apify/facebook-ads-scraper.", "timestamp": "2026-09-28T04:16:05.767Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:11:03.050Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-28T04:11:03.013Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 5 numbers found in Actor output", "timestamp": "2026-09-28T04:11:02.926Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-09-28T04:11:02.881Z", "metadata": {} }, "check.detailsFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): isDetailsPerAd", "timestamp": "2026-09-28T04:11:02.845Z", "metadata": {} }, "check.twentyAds": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-09-28T04:11:02.806Z", "metadata": {} }, "check.dateRange": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): onlyAdsNewerThan", "timestamp": "2026-09-28T04:11:02.774Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-09-28T04:11:02.736Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:11:02.701Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-ads-scraper", "timestamp": "2026-09-28T04:11:02.619Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-09-28T04:11:02.541Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 19 ads retrieved (actual count was 20 per dataset facts), provided a real ad body text with EU reach data (8,694,560), and honestly noted spend data was unavailable; the item count discrepancy (19 vs 20) is a minor error but the core task was substantially completed." }, { "scenarioId": "facebook-ads-scraper-discovery-nike-ad-library", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:09:33.201Z", "day": "2026-09-28", "traceId": "ded939591b3ebb96fe5312777d9b1931", "observationId": "a3edddac0eba22b9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ded939591b3ebb96fe5312777d9b1931?observation=a3edddac0eba22b9", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "find", "title": "facebook-ads / find / nike-ad-library", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used jmlp/meta-ad-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-09-28T04:16:06.822Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used jmlp/meta-ad-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-09-28T04:16:06.742Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "jmlp/meta-ad-library-scraper", "comment": "Actors the agent ran: jmlp/meta-ad-library-scraper", "timestamp": "2026-09-28T04:16:06.702Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-28T04:16:06.651Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:16:06.613Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used jmlp/meta-ad-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-09-28T04:16:06.581Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task asked to look up ads for facebook.com/nike specifically, but the agent used a keyword search for 'Nike' instead, returning ads from multiple advertisers (Nordstrom Rack, Foot Locker, etc.) rather than Nike's own page. The agent also used the wrong actor (jmlp instead of apify/facebook-ads-scraper) as confirmed by the deterministic checks.", "timestamp": "2026-09-28T04:16:06.484Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two searches (reasonable for a 'find' scenario), then had one failed call, one zero-result call, and one successful call - three actor calls total. The zero-result call was a reasonable attempt before pivoting to keyword search.", "timestamp": "2026-09-28T04:16:06.382Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with input validation error (wrong activeStatus value), the agent corrected it to lowercase 'active'. When the page ID approach returned 0 results, the agent switched to keyword search, successfully retrieving 10 items.", "timestamp": "2026-09-28T04:16:06.330Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and correctly identified Nike-branded ads from the results, citing actual body text from the retrieved data ('Get the gear that goes hard on and off the field.' and 'Run through summer with gear that can take the heat.').", "timestamp": "2026-09-28T04:16:06.294Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call failed due to wrong activeStatus value ('ACTIVE' instead of 'active'), but the agent recovered. The second successful call used keyword 'Nike' instead of the facebook.com/nike page URL as specified in the task, which is a deviation from the task requirements.", "timestamp": "2026-09-28T04:16:06.216Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for Meta Ad Library actors and found jmlp/meta-ad-library-scraper, which is a valid Meta Ad Library scraper, though the intended actor was apify/facebook-ads-scraper. The tool chosen is functionally appropriate for the task.", "timestamp": "2026-09-28T04:16:06.179Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:10:47.782Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-28T04:10:47.749Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): jmlp/meta-ad-library-scraper run : CALL-FAILED", "timestamp": "2026-09-28T04:10:47.715Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-ads-scraper\"", "timestamp": "2026-09-28T04:10:47.680Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used jmlp/meta-ad-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-09-28T04:10:47.636Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "jmlp/meta-ad-library-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used jmlp/meta-ad-library-scraper; expected apify/facebook-ads-scraper" }, { "scenarioId": "tripadvisor-usage-rome-restaurants", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:09:39.701Z", "day": "2026-09-28", "traceId": "fff783acec5e25c4ac61817ff9472525", "observationId": "d875bda3f1fb0f25", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/fff783acec5e25c4ac61817ff9472525?observation=d875bda3f1fb0f25", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "use", "title": "tripadvisor / use / rome-restaurants", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 10 restaurants with cuisine types, price ranges, and ratings, reported the count (10), and named a top-rated restaurant (Cipasso, 4.9) with its rating, fully satisfying the task requirements.", "timestamp": "2026-09-28T04:16:01.735Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 10 restaurants with cuisine types, price ranges, and ratings, reported the count (10), and named a top-rated restaurant (Cipasso, 4.9) with its rating, fully satisfying the task requirements.", "timestamp": "2026-09-28T04:16:01.700Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-28T04:16:01.661Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:16:01.621Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right tools, formed correct inputs, used retrieved data accurately, and delivered a complete answer with all requested information.", "timestamp": "2026-09-28T04:16:01.585Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-28T04:16:01.551Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 restaurants with cuisine types, price ranges, and ratings, reported the count (10), and named a top-rated restaurant (Cipasso, 4.9) with its rating, fully satisfying the task requirements.", "timestamp": "2026-09-28T04:16:01.509Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: fetch details, call actor, poll for completion, retrieve items — a direct and efficient path with no redundant calls.", "timestamp": "2026-09-28T04:16:01.471Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and directly used the returned fields (name, rating, cuisines, priceLevel, rankingPosition) to populate the final answer table without inventing data.", "timestamp": "2026-09-28T04:16:01.434Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set query='Rome', maxItemsPerQuery=10, includeRestaurants=true, includeHotels=false, includeAttractions=false, which correctly targets restaurants in Rome with a cap of 10 items.", "timestamp": "2026-09-28T04:16:01.390Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for discovering and running the maxcopell/tripadvisor Actor and retrieving results.", "timestamp": "2026-09-28T04:16:01.345Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:11:41.364Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-28T04:11:41.328Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-09-28T04:11:41.291Z", "metadata": {} }, "check.ratingField": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-28T04:11:41.256Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-28T04:11:41.221Z", "metadata": {} }, "check.restaurantsMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeRestaurants", "timestamp": "2026-09-28T04:11:41.188Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:11:41.148Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-09-28T04:11:41.058Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[3-5]\\.\\d\\b/", "timestamp": "2026-09-28T04:11:40.982Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved 10 restaurants with cuisine types, price ranges, and ratings, reported the count (10), and named a top-rated restaurant (Cipasso, 4.9) with its rating, fully satisfying the task requirements." }, { "scenarioId": "tripadvisor-discovery-barcelona-attractions", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:09:56.111Z", "day": "2026-09-28", "traceId": "99abcf4ed60d00bac74931118a5e6936", "observationId": "2c3a67e212ccab7f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/99abcf4ed60d00bac74931118a5e6936?observation=2c3a67e212ccab7f", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "find", "title": "tripadvisor / find / barcelona-attractions", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent produced a complete comparison table of 10 Barcelona attractions with ratings and review counts from retrieved TripAdvisor data, ending with 'Actor: maxcopell/tripadvisor' as required.", "timestamp": "2026-09-28T04:15:52.955Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent produced a complete comparison table of 10 Barcelona attractions with ratings and review counts from retrieved TripAdvisor data, ending with 'Actor: maxcopell/tripadvisor' as required.", "timestamp": "2026-09-28T04:15:52.919Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: maxcopell/tripadvisor", "timestamp": "2026-09-28T04:15:52.879Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-28T04:15:52.652Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:15:52.612Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent found the correct actor, used appropriate inputs, utilized the retrieved data correctly, and produced a complete answer fulfilling the task requirements.", "timestamp": "2026-09-28T04:15:52.575Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a complete comparison table of 10 Barcelona attractions with ratings and review counts from retrieved TripAdvisor data, ending with 'Actor: maxcopell/tripadvisor' as required.", "timestamp": "2026-09-28T04:15:52.532Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent performed two parallel searches, fetched actor details, called the actor, polled twice for completion (reasonable given the run took ~142 seconds), and fetched dataset items - a reasonably direct path with no pointless repetition.", "timestamp": "2026-09-28T04:15:52.494Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned fields (name, rating, numberOfReviews, rankingPosition) to build the comparison table, with values matching the tool result preview.", "timestamp": "2026-09-28T04:15:52.454Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called maxcopell/tripadvisor with query='Barcelona', maxItemsPerQuery=10, includeAttractions=true, includeHotels=false, includeRestaurants=false, which are well-formed and appropriate inputs for the task.", "timestamp": "2026-09-28T04:15:52.406Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used maxcopell/tripadvisor (not the -reviews sibling) which is the appropriate actor for scraping attractions data including ratings and review counts.", "timestamp": "2026-09-28T04:15:52.339Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:12:46.477Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-28T04:12:46.446Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:12:46.414Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /maxcopell/tripadvisor(?!-)/", "timestamp": "2026-09-28T04:12:46.376Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-09-28T04:12:46.304Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent produced a complete comparison table of 10 Barcelona attractions with ratings and review counts from retrieved TripAdvisor data, ending with 'Actor: maxcopell/tripadvisor' as required." }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:10:00.729Z", "day": "2026-09-28", "traceId": "7a5fd8dfe4ad4149a97d226fb3ab47fc", "observationId": "2fe5c2a03a7b126a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7a5fd8dfe4ad4149a97d226fb3ab47fc?observation=2fe5c2a03a7b126a", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-09-28T04:15:55.540Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-09-28T04:15:55.462Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-28T04:15:55.427Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-28T04:15:55.389Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The Actor ran successfully with aiModeSearch.enableAiMode=true but returned aiModeResult=null; the agent then fabricated answer text and source citations (HubSpot/Zoho details, 3 invented sources) that appear in no tool result, instead of reporting that no AI Mode answer was available.", "timestamp": "2026-09-28T04:15:55.356Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-28T04:15:55.322Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required reporting the Google AI Mode answer text and source count from retrieved data, but aiModeResult was null and the agent invented both the answer text and the source citations rather than honestly reporting no AI Mode data was returned.", "timestamp": "2026-09-28T04:15:55.285Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made a reasonable second call to get full dataset items after the first targeted fetch returned null, which was a sensible recovery attempt.", "timestamp": "2026-09-28T04:15:55.236Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When aiModeResult came back null, the agent did not report the failure honestly; instead it fabricated an answer and attributed it to the AI Overview, which is a different field and also not shown in the retrieved data.", "timestamp": "2026-09-28T04:15:55.200Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The dataset returned aiModeResult=null (confirmed by the fields check FAIL), yet the agent fabricated an AI Mode answer with specific text about HubSpot and Zoho and invented 3 cited sources not present in any tool result.", "timestamp": "2026-09-28T04:15:55.145Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly set queries='best crm for small business', countryCode='gb', aiModeSearch.enableAiMode=true, and maxPagesPerQuery=1, matching all required inputs confirmed by the deterministic checks.", "timestamp": "2026-09-28T04:15:55.106Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for running apify/google-search-scraper and retrieving results.", "timestamp": "2026-09-28T04:15:55.065Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:10:48.585Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-09-28T04:10:48.551Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 1 of 1 items missing aiModeResult", "timestamp": "2026-09-28T04:10:48.519Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-09-28T04:10:48.481Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-09-28T04:10:48.444Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-09-28T04:10:48.409Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-09-28T04:10:48.376Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:10:48.343Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-09-28T04:10:48.306Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:10:06.924Z", "day": "2026-09-28", "traceId": "a64e1cfdd92ef02c4ae7806b74d6d9ce", "observationId": "b1a6a31e6949a46b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a64e1cfdd92ef02c4ae7806b74d6d9ce?observation=b1a6a31e6949a46b", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported 9 organic results and the top three domains (auto-schrader.de, leasingkostencheck.de, handelsblatt.com) grounded in the retrieved data, fulfilling the task requirements.", "timestamp": "2026-09-28T04:15:53.786Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported 9 organic results and the top three domains (auto-schrader.de, leasingkostencheck.de, handelsblatt.com) grounded in the retrieved data, fulfilling the task requirements.", "timestamp": "2026-09-28T04:15:53.738Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-28T04:15:53.690Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:15:53.651Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The agent passed 'searchLanguage': 'de' in the call-actor input, but the Actor's recognized field is 'languageCode', causing the deterministic lang check to FAIL with 'languageCode = undefined'. The agent should have used the correct field name from the input schema.", "timestamp": "2026-09-28T04:15:53.609Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-28T04:15:53.570Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported 9 organic results and the top three domains (auto-schrader.de, leasingkostencheck.de, handelsblatt.com) grounded in the retrieved data, fulfilling the task requirements.", "timestamp": "2026-09-28T04:15:53.505Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra dataset fetch call because the first filtered call returned an empty object, but this was a reasonable recovery step rather than pointless repetition.", "timestamp": "2026-09-28T04:15:53.467Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first dataset fetch returned an empty-looking item, the agent correctly retried without field filtering to get the full data.", "timestamp": "2026-09-28T04:15:53.421Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and directly used the organicResults array from the tool response to report the count (9) and top three domains with their actual titles.", "timestamp": "2026-09-28T04:15:53.384Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed countryCode='de', searchLanguage='de', maxPagesPerQuery=1, and the correct query, but the deterministic check confirms languageCode was undefined (not set as 'de' in the Actor's recognized field), meaning the language parameter was passed under a wrong field name ('searchLanguage' instead of 'languageCode').", "timestamp": "2026-09-28T04:15:53.345Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items tools, which are appropriate for running apify/google-search-scraper and retrieving results.", "timestamp": "2026-09-28T04:15:53.310Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:10:44.032Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-09-28T04:10:43.999Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-09-28T04:10:43.956Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-09-28T04:10:43.919Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-09-28T04:10:43.882Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode = undefined (expected equals \"de\")", "timestamp": "2026-09-28T04:10:43.848Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-09-28T04:10:43.814Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-09-28T04:10:43.775Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:10:43.697Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-09-28T04:10:43.613Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang" ], "judgeComment": "PASS: The agent correctly reported 9 organic results and the top three domains (auto-schrader.de, leasingkostencheck.de, handelsblatt.com) grounded in the retrieved data, fulfilling the task requirements." }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:10:44.061Z", "day": "2026-09-28", "traceId": "aab3bc50a7e8c0c831098078da6cf499", "observationId": "ebe6c53969759b60", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/aab3bc50a7e8c0c831098078da6cf499?observation=ebe6c53969759b60", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned organic results with titles, URLs, and snippets for the query 'apify web scraping' from the first page, and correctly ended with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-09-28T04:15:52.274Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned organic results with titles, URLs, and snippets for the query 'apify web scraping' from the first page, and correctly ended with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-09-28T04:15:52.239Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-09-28T04:15:52.203Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-28T04:15:52.168Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:15:52.127Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first get-dataset-items call with fields='organicResults.title,organicResults.url,organicResults.description,organicResults.position' returned empty items ({}), suggesting the dot-notation field projection did not work as expected for nested array fields, requiring a second call without field filtering to retrieve the data.", "timestamp": "2026-09-28T04:15:52.089Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned organic results with titles, URLs, and snippets for the query 'apify web scraping' from the first page, and correctly ended with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-09-28T04:15:52.053Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: search-actors, fetch-actor-details, call-actor, and two get-dataset-items calls (the second needed because the first field-projected call returned empty objects), which is reasonably efficient with only one minor retry.", "timestamp": "2026-09-28T04:15:52.020Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the projected fields query returned an empty object, the agent immediately retried without field projection and successfully retrieved the full data.", "timestamp": "2026-09-28T04:15:51.977Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with field projection returned an empty item ({}), so the agent made a second call without field projection to get the full data, then presented organic results with titles, URLs, and snippets from the retrieved dataset.", "timestamp": "2026-09-28T04:15:51.940Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with queries='apify web scraping' and maxPagesPerQuery=1, which correctly limits to the first results page as required.", "timestamp": "2026-09-28T04:15:51.860Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/google-search-scraper, the intended actor for scraping Google Search organic results.", "timestamp": "2026-09-28T04:15:51.776Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:11:29.054Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-28T04:11:29.017Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:11:28.917Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-09-28T04:11:28.882Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-09-28T04:11:28.806Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned organic results with titles, URLs, and snippets for the query 'apify web scraping' from the first page, and correctly ended with 'Actor: apify/google-search-scraper' as required." }, { "scenarioId": "google-maps-contact-details-usage-toronto-roofers", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:10:47.811Z", "day": "2026-09-28", "traceId": "ccb1af9f78227a36d31194f965776b9c", "observationId": "997873fa9a12f3d0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ccb1af9f78227a36d31194f965776b9c?observation=997873fa9a12f3d0", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "use", "title": "google-maps-contact-details / use / toronto-roofers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 3 of 10 items missing emails", "timestamp": "2026-09-28T04:15:43.351Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 3 of 10 items missing emails", "timestamp": "2026-09-28T04:15:43.279Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-28T04:15:43.239Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-28T04:15:43.205Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 3 of 10 items missing emails", "timestamp": "2026-09-28T04:15:43.169Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-09-28T04:15:43.134Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a table of 10 roofing companies in Toronto with names, websites, emails, and social profiles, and correctly stated 7 out of 10 had emails; however, social media profile scraping was not enabled (scrapeSocialMediaProfiles not set), so social data may be incomplete, and some placeholder emails like 'info@mysite.com' were reported without filtering.", "timestamp": "2026-09-28T04:15:43.099Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent fetched actor details, called the actor, polled twice for completion (reasonable given the run was still RUNNING), then fetched dataset items — a direct and efficient path with no unnecessary repetition.", "timestamp": "2026-09-28T04:15:43.064Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the dataset items returned by get-dataset-items to populate the table, accurately reflecting names, websites, emails, and social profiles from the tool results.", "timestamp": "2026-09-28T04:15:43.030Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed searchStringsArray=['roofing'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=10, and language='en', which are sensible inputs; however, scrapeSocialMediaProfiles was not set (confirmed FAIL by deterministic check 'socials'), meaning social profile scraping was not explicitly enabled.", "timestamp": "2026-09-28T04:15:42.969Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the specified Actor and retrieving results.", "timestamp": "2026-09-28T04:15:42.936Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:13:58.896Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-09-28T04:13:58.845Z", "metadata": {} }, "check.count": { "value": 1, "stringValue": null, "comment": "PASS (warn): answer matches /[0-9]/", "timestamp": "2026-09-28T04:13:58.810Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 3 of 10 items missing emails", "timestamp": "2026-09-28T04:13:58.770Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-28T04:13:58.734Z", "metadata": {} }, "check.socials": { "value": 0, "stringValue": null, "comment": "FAIL (warn): lukaskrivka/google-maps-with-contact-details: scrapeSocialMediaProfiles = undefined (expected exists undefined)", "timestamp": "2026-09-28T04:13:58.691Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-09-28T04:13:58.656Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:13:58.558Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-09-28T04:13:58.469Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "socials" ], "judgeComment": "FAIL: check fields: 3 of 10 items missing emails" }, { "scenarioId": "google-maps-contact-details-discovery-toronto-roofers-emails", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:10:48.622Z", "day": "2026-09-28", "traceId": "bf0735d64cd5f36e407241679305ad3f", "observationId": "10cc346b448346a0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/bf0735d64cd5f36e407241679305ad3f?observation=10cc346b448346a0", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "find", "title": "google-maps-contact-details / find / toronto-roofers-emails", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 9 companies (not 10 as requested) with 8 having emails, accurately reflecting the partial dataset from a still-running job; the run was RUNNING per facts with 9 items, so the answer is grounded in real data but the task asked for 10 companies and only 9 were retrieved.", "timestamp": "2026-09-28T04:15:42.397Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 9 companies (not 10 as requested) with 8 having emails, accurately reflecting the partial dataset from a still-running job; the run was RUNNING per facts with 9 items, so the answer is grounded in real data but the task asked for 10 companies and only 9 were retrieved.", "timestamp": "2026-09-28T04:15:42.365Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-09-28T04:15:42.331Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-28T04:15:42.298Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:15:42.263Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly selected the right actor, used proper inputs, utilized the retrieved data accurately, handled the still-running state reasonably, and provided an honest answer grounded in the actual dataset results.", "timestamp": "2026-09-28T04:15:42.231Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 9 companies (not 10 as requested) with 8 having emails, accurately reflecting the partial dataset from a still-running job; the run was RUNNING per facts with 9 items, so the answer is grounded in real data but the task asked for 10 companies and only 9 were retrieved.", "timestamp": "2026-09-28T04:15:42.193Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 6 tool calls: search, fetch details, call actor, two polls, and dataset retrieval — a reasonable sequence with two polls needed because the run was still running, no unnecessary repetition.", "timestamp": "2026-09-28T04:15:42.158Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run remained in RUNNING status throughout polling; the agent polled twice more and then retrieved partial results (9 items) rather than waiting indefinitely, which is a reasonable approach given the actor had found 10 places and was still processing.", "timestamp": "2026-09-28T04:15:42.124Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly used the returned data to list all 9 companies with their email status, accurately reflecting the emails field from the API response.", "timestamp": "2026-09-28T04:15:42.087Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with searchStringsArray=['roofing'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=10, and language='en', which are all appropriate and well-formed inputs for the task.", "timestamp": "2026-09-28T04:15:42.053Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used lukaskrivka/google-maps-with-contact-details, which is specifically designed to extract emails from Google Maps business listings by visiting their websites.", "timestamp": "2026-09-28T04:15:42.012Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:13:07.181Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-28T04:13:07.147Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): lukaskrivka/google-maps-with-contact-details run dZZB6jFIcrF4v4tRL: RUNNING", "timestamp": "2026-09-28T04:13:07.115Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"lukaskrivka/google-maps-with-contact-details\"", "timestamp": "2026-09-28T04:13:07.076Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-09-28T04:13:07.037Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "PASS: The agent reported 9 companies (not 10 as requested) with 8 having emails, accurately reflecting the partial dataset from a still-running job; the run was RUNNING per facts with 9 items, so the answer is grounded in real data but the task asked for 10 companies and only 9 were retrieved." }, { "scenarioId": "google-maps-reviews-usage-ritz-trend", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:11:03.087Z", "day": "2026-09-28", "traceId": "37de587a8074c0cc02d35b6ab4afc86c", "observationId": "db17a64fd1cbf736", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/37de587a8074c0cc02d35b6ab4afc86c?observation=db17a64fd1cbf736", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "use", "title": "google-maps-reviews / use / ritz-trend", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported averages for newest 15 (3.92) vs previous 15 (4.67) and stated a downward trend, fulfilling all parts of the task; however, the averages were computed over only the reviews with valid stars (12 each) rather than all 15, which is a reasonable but debatable methodology — the trend direction and numeric outputs are internally consistent with the retrieved data.", "timestamp": "2026-09-28T04:15:39.909Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported averages for newest 15 (3.92) vs previous 15 (4.67) and stated a downward trend, fulfilling all parts of the task; however, the averages were computed over only the reviews with valid stars (12 each) rather than all 15, which is a reasonable but debatable methodology — the trend direction and numeric outputs are internally consistent with the retrieved data.", "timestamp": "2026-09-28T04:15:39.870Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-28T04:15:39.834Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:15:39.790Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly selected the actor, formed valid inputs, handled missing star values gracefully, and produced a complete answer with averages and trend direction consistent with the retrieved data.", "timestamp": "2026-09-28T04:15:39.752Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-28T04:15:39.721Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported averages for newest 15 (3.92) vs previous 15 (4.67) and stated a downward trend, fulfilling all parts of the task; however, the averages were computed over only the reviews with valid stars (12 each) rather than all 15, which is a reasonable but debatable methodology — the trend direction and numeric outputs are internally consistent with the retrieved data.", "timestamp": "2026-09-28T04:15:39.685Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls (fetch details, run actor, get items) with no redundant steps.", "timestamp": "2026-09-28T04:15:39.650Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "7 of 30 items were missing stars (confirmed by deterministic check); the agent acknowledged the null values and computed averages over only the valid ratings, which is a reasonable handling strategy.", "timestamp": "2026-09-28T04:15:39.619Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the 30 items from the dataset and used the actual stars values (including nulls) shown in the tool result preview to compute averages, consistent with the data returned.", "timestamp": "2026-09-28T04:15:39.588Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called compass/google-maps-reviews-scraper with maxReviews=30, reviewsSort='newest', and a valid Google Maps search URL for Ritz-Carlton Chicago, matching all task requirements.", "timestamp": "2026-09-28T04:15:39.513Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-28T04:15:39.435Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:11:49.602Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-09-28T04:11:49.565Z", "metadata": {} }, "check.stars": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 7 of 30 items missing stars", "timestamp": "2026-09-28T04:11:49.524Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 30 items ok", "timestamp": "2026-09-28T04:11:49.489Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxReviews", "timestamp": "2026-09-28T04:11:49.454Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:11:49.419Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-reviews-scraper", "timestamp": "2026-09-28T04:11:49.345Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[1-5](\\.\\d+)?\\b/", "timestamp": "2026-09-28T04:11:49.265Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "stars" ], "judgeComment": "PASS: The agent reported averages for newest 15 (3.92) vs previous 15 (4.67) and stated a downward trend, fulfilling all parts of the task; however, the averages were computed over only the reviews with valid stars (12 each) rather than all 15, which is a reasonable but debatable methodology — the trend direction and numeric outputs are internally consistent with the retrieved data." }, { "scenarioId": "google-maps-reviews-discovery-ritz", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:11:29.087Z", "day": "2026-09-28", "traceId": "ffd1ce1147db0b5740559df07b909af8", "observationId": "e4c0f78f13ee17f8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ffd1ce1147db0b5740559df07b909af8?observation=e4c0f78f13ee17f8", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "find", "title": "google-maps-reviews / find / ritz", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check namedActor: answer does not contain \"compass/google-maps-reviews-scraper\"", "timestamp": "2026-09-28T04:15:41.232Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check namedActor: answer does not contain \"compass/google-maps-reviews-scraper\"", "timestamp": "2026-09-28T04:15:41.156Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/Google-Maps-Reviews-Scraper, compass/crawler-google-places", "timestamp": "2026-09-28T04:15:41.123Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-28T04:15:41.084Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:15:41.054Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check namedActor: answer does not contain \"compass/google-maps-reviews-scraper\"", "timestamp": "2026-09-28T04:15:41.020Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent produced a well-structured summary of complaints and praises grounded in actual review data, but the final line reads 'Actor: compass/crawler-google-places' instead of the intended 'Actor: compass/google-maps-reviews-scraper', which the deterministic check namedActor already flagged as FAIL.", "timestamp": "2026-09-28T04:15:40.981Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search calls, fetched actor details for both actors, ran two actor calls (one failed, one succeeded), and then retrieved data — a reasonable path given the URL failure, though the initial URL format issue could have been avoided by using the place ID or a proper Google Maps URL.", "timestamp": "2026-09-28T04:15:40.944Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first Actor run returned 0 items (1 request failed), the agent checked the STATS key-value store to diagnose the issue and then switched to compass/crawler-google-places with a search-based approach that successfully retrieved the data.", "timestamp": "2026-09-28T04:15:40.913Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the actual review data from the dataset file using jq, confirmed 30 reviews were present, and extracted real review text/ratings to build the summary with specific details like staff names (Agnes, Eleanor, Armani), suite names (Water Tower Suite), and specific complaints grounded in the actual review content.", "timestamp": "2026-09-28T04:15:40.881Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call to compass/Google-Maps-Reviews-Scraper used a non-standard URL format ('https://www.google.com/maps/place/Ritz-Carlton,+Chicago,+IL') that failed; the second call to compass/crawler-google-places used correct search parameters with maxReviews:30 and reviewsSort:'newest'.", "timestamp": "2026-09-28T04:15:40.847Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used compass/Google-Maps-Reviews-Scraper (the intended subject) first, and when that failed due to URL issues, fell back to compass/crawler-google-places which successfully retrieved 30 reviews.", "timestamp": "2026-09-28T04:15:40.809Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:13:42.813Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor", "timestamp": "2026-09-28T04:13:42.778Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:13:42.701Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"compass/google-maps-reviews-scraper\"", "timestamp": "2026-09-28T04:13:42.609Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-09-28T04:13:42.521Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "namedActor" ], "judgeComment": "FAIL: check namedActor: answer does not contain \"compass/google-maps-reviews-scraper\"" }, { "scenarioId": "google-maps-extractor-usage-toronto-plumbers", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:11:41.391Z", "day": "2026-09-28", "traceId": "93585e98ac0925b1b21c6d1aeda31fe7", "observationId": "38c2f7eee7a63e5f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/93585e98ac0925b1b21c6d1aeda31fe7?observation=38c2f7eee7a63e5f", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "use", "title": "google-maps-extractor / use / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 3 of 15 items missing address", "timestamp": "2026-09-28T04:15:28.485Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 3 of 15 items missing address", "timestamp": "2026-09-28T04:15:28.391Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-28T04:15:28.336Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-28T04:15:28.299Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 3 of 15 items missing address", "timestamp": "2026-09-28T04:15:28.262Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-28T04:15:28.227Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned all 15 plumbers with name, phone, and rating for each; 3 items were missing addresses (confirmed by fields FAIL check) but the agent correctly noted these as '(No address listed)'; the count of 15 was reported and highest-rated businesses were named consistently with the data.", "timestamp": "2026-09-28T04:15:28.189Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence (fetch schema, run actor, get results) with no redundant calls.", "timestamp": "2026-09-28T04:15:28.153Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 20 numbers in the answer were found in Actor output, and the table directly reflects the dataset items returned by get-dataset-items.", "timestamp": "2026-09-28T04:15:28.120Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=[\"plumber\"], locationQuery=\"Toronto, Canada\", maxCrawledPlacesPerSearch=15, and language=\"en\" — all well-formed and sensible inputs matching the schema.", "timestamp": "2026-09-28T04:15:28.084Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with compass/google-maps-extractor, then get-dataset-items to retrieve results — all appropriate tools for the task.", "timestamp": "2026-09-28T04:15:28.048Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:12:21.476Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-09-28T04:12:21.415Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 20 numbers found in Actor output", "timestamp": "2026-09-28T04:12:21.378Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /[1-5][.][0-9]/", "timestamp": "2026-09-28T04:12:21.339Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 3 of 15 items missing address", "timestamp": "2026-09-28T04:12:21.307Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 15 items ok", "timestamp": "2026-09-28T04:12:21.272Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-09-28T04:12:21.222Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:12:21.147Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-extractor", "timestamp": "2026-09-28T04:12:21.065Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 3 of 15 items missing address" }, { "scenarioId": "google-maps-extractor-discovery-toronto-plumbers", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:11:49.634Z", "day": "2026-09-28", "traceId": "dd4386bf636855ccd70fd8d22745c926", "observationId": "dabad7aa584ca660", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/dd4386bf636855ccd70fd8d22745c926?observation=dabad7aa584ca660", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "find", "title": "google-maps-extractor / find / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents exactly 15 plumbers in Toronto with name, address, phone, website, and rating (no reviews), ending with 'Actor: compass/crawler-google-places' as required.", "timestamp": "2026-09-28T04:15:29.711Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents exactly 15 plumbers in Toronto with name, address, phone, website, and rating (no reviews), ending with 'Actor: compass/crawler-google-places' as required.", "timestamp": "2026-09-28T04:15:29.672Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/crawler-google-places", "timestamp": "2026-09-28T04:15:29.632Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-28T04:15:29.593Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:15:29.551Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the correct actor, used proper inputs, retrieved and presented real data for all 15 listings with the required fields, and ended with the correct actor attribution.", "timestamp": "2026-09-28T04:15:29.517Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents exactly 15 plumbers in Toronto with name, address, phone, website, and rating (no reviews), ending with 'Actor: compass/crawler-google-places' as required.", "timestamp": "2026-09-28T04:15:29.481Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search-actors calls (first with 'Google Maps plumbers', then 'Google Maps'), one fetch-actor-details, one call-actor, and one get-dataset-items — a reasonable 5-call path with only minor redundancy in the second search.", "timestamp": "2026-09-28T04:15:29.438Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the actual run (datasetId=UfCv5fNHhp3Gk7pAg) and presented all 15 listings directly from the tool result, including names, addresses, phones, websites, and ratings.", "timestamp": "2026-09-28T04:15:29.182Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with searchStringsArray=['plumbers'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=15, language='en' — all well-formed and appropriate for the task.", "timestamp": "2026-09-28T04:15:28.984Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors to find Google Maps scrapers, then selected compass/crawler-google-places which is one of the two acceptable actors per the reference criteria.", "timestamp": "2026-09-28T04:15:28.879Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:12:40.560Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-28T04:12:40.520Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:12:40.433Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /compass/(google-maps-extractor|crawler-google-places)/", "timestamp": "2026-09-28T04:12:40.397Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-09-28T04:12:40.326Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents exactly 15 plumbers in Toronto with name, address, phone, website, and rating (no reviews), ending with 'Actor: compass/crawler-google-places' as required." }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:12:21.506Z", "day": "2026-09-28", "traceId": "c90a28f63b480a6a3ddaed9fc1d9bd8e", "observationId": "750e4fd6c728bbe5", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c90a28f63b480a6a3ddaed9fc1d9bd8e?observation=750e4fd6c728bbe5", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check items: 15 items, expected at most 10", "timestamp": "2026-09-28T04:15:26.162Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check items: 15 items, expected at most 10", "timestamp": "2026-09-28T04:15:26.085Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-28T04:15:26.049Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:15:26.013Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check items: 15 items, expected at most 10", "timestamp": "2026-09-28T04:15:25.974Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-28T04:15:25.922Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent retrieved and reported real data with names, addresses, phone numbers, and ratings, correctly identified KAFE 608 as the highest-rated, but retrieved 15 items instead of the requested 10, violating the task's cap constraint.", "timestamp": "2026-09-28T04:15:25.885Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used a logical three-step sequence (fetch schema, call actor, get items) with no redundant calls.", "timestamp": "2026-09-28T04:15:25.851Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check passes and the agent's final table directly reflects the dataset items returned (names, addresses, phones, ratings all match the tool result preview).", "timestamp": "2026-09-28T04:15:25.815Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent set maxCrawledPlacesPerSearch=15 when the task asked for 10, causing the cap check to FAIL; the correct value should have been ≤10.", "timestamp": "2026-09-28T04:15:25.728Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-28T04:15:25.620Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:13:01.933Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: items", "timestamp": "2026-09-28T04:13:01.897Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 2 numbers found in Actor output", "timestamp": "2026-09-28T04:13:01.855Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 15 items ok", "timestamp": "2026-09-28T04:13:01.816Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 15 items, expected at most 10", "timestamp": "2026-09-28T04:13:01.777Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): compass/crawler-google-places: maxCrawledPlacesPerSearch = 15 (expected lte 10)", "timestamp": "2026-09-28T04:13:01.736Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:13:01.700Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-09-28T04:13:01.629Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-09-28T04:13:01.551Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "cap" ], "judgeComment": "FAIL: check items: 15 items, expected at most 10" }, { "scenarioId": "crawler-google-places-discovery-miami-gyms", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:12:40.591Z", "day": "2026-09-28", "traceId": "93a0379e691996bcba6f6e8145492f2c", "observationId": "f87f7a75a49ab124", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/93a0379e691996bcba6f6e8145492f2c?observation=f87f7a75a49ab124", "subject": "compass/crawler-google-places", "owner": "google", "skill": "find", "title": "crawler-google-places / find / miami-gyms", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check namedActor: answer does not contain \"compass/crawler-google-places\"", "timestamp": "2026-09-28T04:15:31.040Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check namedActor: answer does not contain \"compass/crawler-google-places\"", "timestamp": "2026-09-28T04:15:30.948Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/crawler-google-places", "timestamp": "2026-09-28T04:15:30.911Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-28T04:15:30.877Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:15:30.842Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check namedActor: answer does not contain \"compass/crawler-google-places\"", "timestamp": "2026-09-28T04:15:30.811Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns while still processing data in bash scripts and never produced a final formatted comparison of the top 20 gyms with rating, review count, and opening hours; additionally the deterministic check namedActor FAILED because the answer does not contain 'compass/crawler-google-places'.", "timestamp": "2026-09-28T04:15:30.775Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made two search-actors calls before finding the right actor, then made multiple redundant dataset fetch attempts (once with fields filter, once with clean=true causing overflow, then multiple bash attempts), adding unnecessary steps.", "timestamp": "2026-09-28T04:15:30.734Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When get-dataset-items returned a file too large for context, the agent pivoted to reading the file via Bash/jq commands; when the Write tool was blocked and a heredoc was rejected, the agent ran out of turns before completing recovery.", "timestamp": "2026-09-28T04:15:30.697Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 40 dataset items and used jq/bash to extract real data (title, totalScore, reviewsCount, address, phone, openingHours) from the actual run results rather than inventing data.", "timestamp": "2026-09-28T04:15:30.665Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called compass/crawler-google-places with searchStringsArray=['gyms','fitness centers'], locationQuery='Miami, Florida, USA', maxCrawledPlacesPerSearch=20, language='en', and scrapePlaceDetailPage=true — all well-formed and appropriate for the task.", "timestamp": "2026-09-28T04:15:30.626Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used compass/crawler-google-places (the intended actor) after an initial search that found less relevant actors, then a second search that surfaced the right one.", "timestamp": "2026-09-28T04:15:30.593Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:14:47.014Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor", "timestamp": "2026-09-28T04:14:46.982Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:14:46.947Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"compass/crawler-google-places\"", "timestamp": "2026-09-28T04:14:46.912Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-09-28T04:14:46.878Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "namedActor" ], "judgeComment": "FAIL: check namedActor: answer does not contain \"compass/crawler-google-places\"" }, { "scenarioId": "contact-info-scraper-usage-two-domains-shallow", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:12:46.515Z", "day": "2026-09-28", "traceId": "21f9e92dd3e674cb3b7dbd92b57b6ebb", "observationId": "208e54fd97f27d30", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/21f9e92dd3e674cb3b7dbd92b57b6ebb?observation=208e54fd97f27d30", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "use", "title": "contact-info / use / two-domains-shallow", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: vdrmota/contact-info-scraper run : CALL-FAILED", "timestamp": "2026-09-28T04:15:15.761Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: vdrmota/contact-info-scraper run : CALL-FAILED", "timestamp": "2026-09-28T04:15:15.667Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-28T04:15:15.632Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-28T04:15:15.581Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: vdrmota/contact-info-scraper run : CALL-FAILED; check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-09-28T04:15:15.544Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-28T04:15:15.489Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported emails and social profiles per domain from actual retrieved data, correctly noting no emails for notion.so and listing all social profiles for apify.com, fulfilling the task requirements.", "timestamp": "2026-09-28T04:15:15.451Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed one retry due to the initial input validation failure, but otherwise the plan was direct: fetch details, call actor, retrieve items — only 4 tool calls total.", "timestamp": "2026-09-28T04:15:15.409Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first call failed with an input validation error; the agent correctly identified the issue and added proxyConfig on the retry, which succeeded.", "timestamp": "2026-09-28T04:15:15.361Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent's final answer directly reflects the dataset items returned: hello@apify.com for apify.com, empty emails for notion.so, and all social profiles match the tool result preview exactly.", "timestamp": "2026-09-28T04:15:15.268Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed due to missing proxyConfig (CALL-FAILED), but the second call correctly included both URLs, maxDepth:1, mergeContacts:true, sameDomain:true, and proxyConfig — matching the schema requirements.", "timestamp": "2026-09-28T04:15:15.197Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with vdrmota/contact-info-scraper, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-09-28T04:15:15.096Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:13:30.959Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, fields", "timestamp": "2026-09-28T04:13:30.914Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-09-28T04:13:30.879Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 2 items ok", "timestamp": "2026-09-28T04:13:30.845Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): maxDepth", "timestamp": "2026-09-28T04:13:30.809Z", "metadata": {} }, "check.urls": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s)", "timestamp": "2026-09-28T04:13:30.771Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: vdrmota/contact-info-scraper run : CALL-FAILED", "timestamp": "2026-09-28T04:13:30.701Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used vdrmota/contact-info-scraper", "timestamp": "2026-09-28T04:13:30.624Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "ranOk" ], "judgeComment": "FAIL: check ranOk: vdrmota/contact-info-scraper run : CALL-FAILED" }, { "scenarioId": "contact-info-scraper-discovery-notion-website", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:13:01.966Z", "day": "2026-09-28", "traceId": "180736213317c744e1a5ed9512aaf580", "observationId": "8189425989289716", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/180736213317c744e1a5ed9512aaf580?observation=8189425989289716", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "find", "title": "contact-info / find / notion-website", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-09-28T04:15:15.756Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-09-28T04:15:15.653Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "gio21/website-contact-extractor", "comment": "Actors the agent ran: gio21/website-contact-extractor", "timestamp": "2026-09-28T04:15:15.604Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-28T04:15:15.566Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:15:15.530Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-09-28T04:15:15.458Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent found and reported contact info (or lack thereof) from notion.so, but used the wrong Actor (gio21/website-contact-extractor instead of vdrmota/contact-info-scraper), so the rightActor deterministic check fails, meaning the task was not completed as expected.", "timestamp": "2026-09-28T04:15:15.417Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent searched once, fetched details for one actor, ran it, and retrieved results in 4 tool calls with no redundant steps.", "timestamp": "2026-09-28T04:15:15.385Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and accurately reported the emails, phones, addresses, and social links from the returned data without inventing any values.", "timestamp": "2026-09-28T04:15:15.349Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed 'websites': ['https://www.notion.so'] to gio21/website-contact-extractor which matches the required 'websites' array field in the input schema.", "timestamp": "2026-09-28T04:15:15.313Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items which are appropriate tools for the task, but selected gio21/website-contact-extractor instead of the intended vdrmota/contact-info-scraper (rightActor check: FAIL).", "timestamp": "2026-09-28T04:15:15.229Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:13:32.350Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-28T04:13:32.315Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:13:32.281Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"vdrmota/contact-info-scraper\"", "timestamp": "2026-09-28T04:13:32.247Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-09-28T04:13:32.212Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "gio21/website-contact-extractor", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper" }, { "scenarioId": "booking-scraper-usage-amsterdam-three-adults", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:13:07.212Z", "day": "2026-09-28", "traceId": "01f993ead6be615f441df92653f4dd82", "observationId": "8c388354789553e6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/01f993ead6be615f441df92653f4dd82?observation=8c388354789553e6", "subject": "voyager/booking-scraper", "owner": "google", "skill": "use", "title": "booking / use / amsterdam-three-adults", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-09-28T04:15:17.212Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-09-28T04:15:17.114Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-28T04:15:17.078Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-28T04:15:16.795Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The agent's final answer states 'Hotels Retrieved: 9 hotels' despite the dataset returning 10 items (confirmed by facts and the get-dataset-items result showing itemCount:10 and listing all 10 properties). This is a reasoning/counting error by the agent, not an Actor or tool issue.", "timestamp": "2026-09-28T04:15:16.679Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-28T04:15:16.586Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 10 hotels retrieved (though it incorrectly stated '9 hotels' in the summary header while listing 10 and the facts confirm 10 items), identified the cheapest nightly price (€42.36 at Y Hostel), and the highest-rated property (Onefam Amstel at 9.2) — the core task is fulfilled but the count stated in the summary ('9 hotels') contradicts the actual 10 items retrieved.", "timestamp": "2026-09-28T04:15:16.499Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used a minimal 4-call sequence (fetch details, call actor, poll run, get items) with no redundant calls.", "timestamp": "2026-09-28T04:15:16.392Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 items from the dataset and directly used the price and rating fields to identify Y Hostel as cheapest (€42.36) and Onefam Amstel as highest-rated (9.2), matching the actual data returned.", "timestamp": "2026-09-28T04:15:16.178Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed search='Amsterdam', checkIn='2026-10-26', checkOut='2026-10-28' (two nights, ~4 weeks ahead), adults=3, maxItems=10, and currency='EUR' — all correct and matching the task requirements including the non-default 3 adults.", "timestamp": "2026-09-28T04:15:15.995Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-28T04:15:15.958Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:14:43.702Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-09-28T04:14:43.669Z", "metadata": {} }, "check.optFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-28T04:14:43.636Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-28T04:14:43.601Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-28T04:14:43.567Z", "metadata": {} }, "check.adults": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): adults", "timestamp": "2026-09-28T04:14:43.533Z", "metadata": {} }, "check.dates": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-09-28T04:14:43.498Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxItems", "timestamp": "2026-09-28T04:14:43.422Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:14:43.388Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used voyager/booking-scraper", "timestamp": "2026-09-28T04:14:43.309Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "booking-scraper-discovery-amsterdam-hotels", "experimentId": "0426d494df48d8e4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-28T04:13:30.993Z", "day": "2026-09-28", "traceId": "1afbc79fa960331e446bb3effe1ede26", "observationId": "e9dc4bd33c8d3e40", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1afbc79fa960331e446bb3effe1ede26?observation=e9dc4bd33c8d3e40", "subject": "voyager/booking-scraper", "owner": "google", "skill": "find", "title": "booking / find / amsterdam-hotels", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-09-28T04:15:17.306Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-09-28T04:15:17.204Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "santamaria-automations/booking-com-scraper", "comment": "Actors the agent ran: santamaria-automations/booking-com-scraper", "timestamp": "2026-09-28T04:15:17.173Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-28T04:15:17.113Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-28T04:15:17.078Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-09-28T04:15:16.795Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned 10 Amsterdam hotels with prices for a two-night stay roughly a month ahead and correctly identified MEININGER Hotel Amsterdam City West as cheapest, fulfilling the task requirements — however it used the wrong Actor (santamaria-automations/booking-com-scraper instead of voyager/booking-scraper) and named that wrong Actor at the end.", "timestamp": "2026-09-28T04:15:16.679Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took 4 tool calls (search, fetch details, call actor, get dataset) with no redundant steps or retries, which is a direct and efficient path.", "timestamp": "2026-09-28T04:15:16.586Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items and directly used the name, price, and price_per_night fields from the dataset to construct the final answer, with prices matching the tool result preview exactly.", "timestamp": "2026-09-28T04:15:16.500Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input correctly specified destination='Amsterdam', destType='CITY', checkin='2026-10-28', checkout='2026-10-30' (roughly a month ahead, two nights), maxResults=10, and sortBy='PRICE' — all well-formed and sensible.", "timestamp": "2026-09-28T04:15:16.392Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task, though it picked santamaria-automations/booking-com-scraper instead of the intended voyager/booking-scraper (rightActor: FAIL per deterministic checks).", "timestamp": "2026-09-28T04:15:16.179Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "0426d494df48d8e4", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-28T04:14:04.544Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-28T04:14:04.498Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-28T04:14:04.462Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"voyager/booking-scraper\"", "timestamp": "2026-09-28T04:14:04.421Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-09-28T04:14:04.369Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "santamaria-automations/booking-com-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper" }, { "scenarioId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:00:42.162Z", "day": "2026-09-29", "traceId": "81044bdfae32cb66174ace70331e6d14", "observationId": "f2cbf0de9c21d1cd", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/81044bdfae32cb66174ace70331e6d14?observation=f2cbf0de9c21d1cd", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "use", "title": "youtube-shorts / use / mrbeast-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer lists all 10 MrBeast Shorts with their view and like counts in a clear table, fully grounded in the retrieved data as confirmed by the deterministic checks.", "timestamp": "2026-09-29T04:17:08.482Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer lists all 10 MrBeast Shorts with their view and like counts in a clear table, fully grounded in the retrieved data as confirmed by the deterministic checks.", "timestamp": "2026-09-29T04:17:08.444Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-29T04:17:08.384Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:17:08.346Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the correct actor, used proper inputs, retrieved and accurately reported all 10 Shorts with view and like counts from MrBeast's channel.", "timestamp": "2026-09-29T04:17:08.313Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-29T04:17:08.277Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer lists all 10 MrBeast Shorts with their view and like counts in a clear table, fully grounded in the retrieved data as confirmed by the deterministic checks.", "timestamp": "2026-09-29T04:17:08.239Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, call actor, retrieve dataset items — no redundant calls or backtracking.", "timestamp": "2026-09-29T04:17:08.204Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 25 numbers in the final answer were found in the Actor output, and the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-09-29T04:17:08.165Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed channels=[\"MrBeast\"], maxResultsShorts=10, and sortChannelShortsBy=\"POPULAR\", which matches all required and recommended parameters per the input schema.", "timestamp": "2026-09-29T04:17:08.121Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with streamers/youtube-shorts-scraper, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-29T04:17:08.085Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:01:43.179Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-29T04:01:43.141Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 25 numbers found in Actor output", "timestamp": "2026-09-29T04:01:43.099Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-29T04:01:43.057Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-29T04:01:43.019Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResultsShorts", "timestamp": "2026-09-29T04:01:42.983Z", "metadata": {} }, "check.sortPopular": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): sortChannelShortsBy", "timestamp": "2026-09-29T04:01:42.944Z", "metadata": {} }, "check.channelInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): channels[0]", "timestamp": "2026-09-29T04:01:42.907Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:01:42.864Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-09-29T04:01:42.796Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer lists all 10 MrBeast Shorts with their view and like counts in a clear table, fully grounded in the retrieved data as confirmed by the deterministic checks." }, { "scenarioId": "youtube-shorts-scraper-discovery-mrbeast-popular", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:00:42.165Z", "day": "2026-09-29", "traceId": "15c997558782a59a3744034a046b5969", "observationId": "e02541885f29e718", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/15c997558782a59a3744034a046b5969?observation=e02541885f29e718", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "find", "title": "youtube-shorts / find / mrbeast-popular", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned a ranked list of 10 MrBeast Shorts with view counts, like counts, and URLs sourced from the actual dataset, and ended with the required 'Actor: streamers/youtube-shorts-scraper' line.", "timestamp": "2026-09-29T04:17:01.350Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned a ranked list of 10 MrBeast Shorts with view counts, like counts, and URLs sourced from the actual dataset, and ended with the required 'Actor: streamers/youtube-shorts-scraper' line.", "timestamp": "2026-09-29T04:17:01.313Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: streamers/youtube-shorts-scraper", "timestamp": "2026-09-29T04:17:01.272Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-29T04:17:01.233Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:17:01.162Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor selected, correct inputs provided, results properly utilized, efficient plan, and task fully completed.", "timestamp": "2026-09-29T04:17:01.122Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned a ranked list of 10 MrBeast Shorts with view counts, like counts, and URLs sourced from the actual dataset, and ended with the required 'Actor: streamers/youtube-shorts-scraper' line.", "timestamp": "2026-09-29T04:17:01.080Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran two parallel searches, fetched actor details once, called the actor once, and retrieved dataset items once — a direct and efficient path with no redundant steps.", "timestamp": "2026-09-29T04:17:01.039Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items with title, viewCount, likes, url, commentsCount, and date fields, and directly used those values in the final answer without inventing data.", "timestamp": "2026-09-29T04:17:01.003Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed channels=['MrBeast'], maxResultsShorts=10, and sortChannelShortsBy='POPULAR', which are all correct and well-formed inputs for the task.", "timestamp": "2026-09-29T04:17:00.964Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used streamers/youtube-shorts-scraper, the intended actor for scraping YouTube Shorts from a channel.", "timestamp": "2026-09-29T04:17:00.922Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:01:59.176Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-29T04:01:59.134Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{3,}/", "timestamp": "2026-09-29T04:01:59.098Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:01:59.060Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"streamers/youtube-shorts-scraper\"", "timestamp": "2026-09-29T04:01:58.986Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-09-29T04:01:58.906Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned a ranked list of 10 MrBeast Shorts with view counts, like counts, and URLs sourced from the actual dataset, and ended with the required 'Actor: streamers/youtube-shorts-scraper' line." }, { "scenarioId": "youtube-scraper-usage-espresso-engagement", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:00:42.166Z", "day": "2026-09-29", "traceId": "eca7dbe446fe43be8b9c86431e19e3a6", "observationId": "6b829ab1757cd435", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/eca7dbe446fe43be8b9c86431e19e3a6?observation=6b829ab1757cd435", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "use", "title": "youtube / use / espresso-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements with grounded data.", "timestamp": "2026-09-29T04:16:52.494Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements with grounded data.", "timestamp": "2026-09-29T04:16:52.459Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-29T04:16:52.422Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:16:52.385Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified the actor, formed valid inputs, polled for completion, and reported accurate per-video engagement metrics from the retrieved dataset.", "timestamp": "2026-09-29T04:16:52.344Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-29T04:16:52.306Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements with grounded data.", "timestamp": "2026-09-29T04:16:52.262Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took 4 tool calls in a logical sequence: fetch schema, run actor, poll for completion, fetch results — no redundant or wasted calls.", "timestamp": "2026-09-29T04:16:52.225Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor was still RUNNING after the initial 30-second wait, so the agent correctly polled with get-actor-run and waited for SUCCEEDED status before fetching data.", "timestamp": "2026-09-29T04:16:52.188Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "All numbers in the final answer (769257, 13000, 1015, 150999, etc.) are confirmed grounded in Actor output by the deterministic grounded check (PASS).", "timestamp": "2026-09-29T04:16:52.154Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries=[\"home espresso machine review\"] and maxResults=5, which are the correct input fields per the schema, and requested the right output fields (title, url, viewCount, likes, commentsCount, channelName).", "timestamp": "2026-09-29T04:16:52.093Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the streamers/youtube-scraper Actor and retrieving results.", "timestamp": "2026-09-29T04:16:52.055Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:02:02.034Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-29T04:02:01.991Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 13 numbers found in Actor output", "timestamp": "2026-09-29T04:02:01.923Z", "metadata": {} }, "check.engagementFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-09-29T04:02:01.886Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-09-29T04:02:01.844Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-09-29T04:02:01.807Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:02:01.774Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-scraper", "timestamp": "2026-09-29T04:02:01.733Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-09-29T04:02:01.697Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements with grounded data." }, { "scenarioId": "tiktok-scraper-usage-protein-coffee", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:00:42.166Z", "day": "2026-09-29", "traceId": "6a2d257900961f95a71d059b52378feb", "observationId": "76cef44aa07f0be6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6a2d257900961f95a71d059b52378feb?observation=76cef44aa07f0be6", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "use", "title": "tiktok / use / protein-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 10 videos with play counts grounded in the retrieved data (confirmed by grounded check PASS), correctly sorted by play count descending with URLs and creator names.", "timestamp": "2026-09-29T04:16:59.157Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 10 videos with play counts grounded in the retrieved data (confirmed by grounded check PASS), correctly sorted by play count descending with URLs and creator names.", "timestamp": "2026-09-29T04:16:59.121Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-29T04:16:59.082Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:16:59.041Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, used correct inputs, grounded its answer in retrieved data, handled the running-state gracefully, and completed the task efficiently.", "timestamp": "2026-09-29T04:16:59.006Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-29T04:16:58.968Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 videos with play counts grounded in the retrieved data (confirmed by grounded check PASS), correctly sorted by play count descending with URLs and creator names.", "timestamp": "2026-09-29T04:16:58.928Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct path: fetch schema → run actor → poll for completion → fetch dataset → read full file → report top 10, with no redundant calls.", "timestamp": "2026-09-29T04:16:58.887Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor was still RUNNING after the initial 45-second wait, so the agent correctly polled with get-actor-run and waited for SUCCEEDED status before fetching data.", "timestamp": "2026-09-29T04:16:58.854Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 20 numbers in the final answer were found in Actor output, and the agent read the full dataset file to sort by playCount before reporting.", "timestamp": "2026-09-29T04:16:58.771Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with searchQueries:[\"protein coffee recipe\"], searchSection:\"/video\", and resultsPerPage:100, which are all valid and appropriate inputs per the schema.", "timestamp": "2026-09-29T04:16:58.728Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, get-dataset-items, and Read — all appropriate tools for running the clockworks/tiktok-scraper and retrieving results.", "timestamp": "2026-09-29T04:16:58.613Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:02:18.285Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-09-29T04:02:18.251Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 20 numbers found in Actor output", "timestamp": "2026-09-29T04:02:18.213Z", "metadata": {} }, "check.plays": { "value": 1, "stringValue": null, "comment": "PASS (warn): 100 items ok", "timestamp": "2026-09-29T04:02:18.177Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:02:18.120Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-scraper", "timestamp": "2026-09-29T04:02:18.035Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-09-29T04:02:17.931Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 10 videos with play counts grounded in the retrieved data (confirmed by grounded check PASS), correctly sorted by play count descending with URLs and creator names." }, { "scenarioId": "tiktok-scraper-discovery-cleantok", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:00:42.166Z", "day": "2026-09-29", "traceId": "8859df264b2eb305f601126a65d06bd8", "observationId": "5abdb15f41b07292", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8859df264b2eb305f601126a65d06bd8?observation=5abdb15f41b07292", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "find", "title": "tiktok / find / cleantok", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-09-29T04:16:59.998Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-09-29T04:16:59.912Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "memo23/tiktok-hashtag-scraper", "comment": "Actors the agent ran: memo23/tiktok-hashtag-scraper", "timestamp": "2026-09-29T04:16:59.867Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-29T04:16:59.829Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:16:59.796Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-09-29T04:16:59.753Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent pulled 20 #cleantok videos, summarized content themes with real engagement data, and ended with 'Actor: memo23/tiktok-hashtag-scraper' — however, the rightActor check FAILed because it used memo23/tiktok-hashtag-scraper instead of the intended clockworks/tiktok-scraper, and namedActor also FAILed.", "timestamp": "2026-09-29T04:16:59.715Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent completed the task in 4 tool calls (search, fetch details, call actor, get dataset) without unnecessary repetition or redundant searches.", "timestamp": "2026-09-29T04:16:59.675Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run initially showed itemCount:0 in the run result, and the agent correctly followed the nextStep instruction to call get-dataset-items with the datasetId, successfully retrieving the 20 items.", "timestamp": "2026-09-29T04:16:59.634Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 dataset items and used real engagement numbers from the data (e.g., 53.4M views for theorganizedaddict, 5.2M likes) to build the summary table and top performers section.", "timestamp": "2026-09-29T04:16:59.595Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed hashtags:[\"cleantok\"] and maxResultsPerHashtag:20 to memo23/tiktok-hashtag-scraper, which are well-formed inputs matching the actor's schema.", "timestamp": "2026-09-29T04:16:59.556Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task, though it selected memo23/tiktok-hashtag-scraper instead of the intended clockworks/tiktok-scraper.", "timestamp": "2026-09-29T04:16:59.518Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:01:42.022Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-29T04:01:41.950Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:01:41.907Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-scraper\"", "timestamp": "2026-09-29T04:01:41.773Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-09-29T04:01:41.635Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "memo23/tiktok-hashtag-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper" }, { "scenarioId": "youtube-scraper-discovery-espresso", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:00:42.166Z", "day": "2026-09-29", "traceId": "0af0db895fa642be76196c4625abbc18", "observationId": "c43650a30a3a63a0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0af0db895fa642be76196c4625abbc18?observation=c43650a30a3a63a0", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "find", "title": "youtube / find / espresso", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-09-29T04:17:04.620Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-09-29T04:17:04.530Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "api-ninja/youtube-search-scraper", "comment": "Actors the agent ran: api-ninja/youtube-search-scraper", "timestamp": "2026-09-29T04:17:04.492Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-29T04:17:04.447Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:17:04.411Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-09-29T04:17:04.373Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent produced a table of 10 videos with titles, view counts, and channel names from the last month, but used the wrong actor (api-ninja/youtube-search-scraper instead of streamers/youtube-scraper) as confirmed by the deterministic checks, and the answer does not contain 'streamers/youtube-scraper'.", "timestamp": "2026-09-29T04:17:04.333Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent performed two searches (one for 'YouTube videos', one for 'YouTube search'), fetched actor details, made one failed call, then one successful call, and retrieved results — a reasonably direct path with only minor extra steps.", "timestamp": "2026-09-29T04:17:04.290Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'Field input.maxResults must be >= 20', the agent immediately retried with maxResults=20 and succeeded.", "timestamp": "2026-09-29T04:17:04.257Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned titles, view counts, and channel names from the dataset to populate the final answer table.", "timestamp": "2026-09-29T04:17:04.217Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "After the first call failed due to maxResults=10 being below the minimum of 20, the agent corrected to maxResults=20 with proper uploadDate='month' and sortBy='popularity' filters, which is well-formed for the task.", "timestamp": "2026-09-29T04:17:04.177Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for YouTube scraping actors and selected api-ninja/youtube-search-scraper, which can search and filter by upload date and sort by popularity, but missed the intended streamers/youtube-scraper actor. The chosen actor did succeed and return relevant data.", "timestamp": "2026-09-29T04:17:04.135Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:01:46.595Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-29T04:01:46.552Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): api-ninja/youtube-search-scraper run : CALL-FAILED", "timestamp": "2026-09-29T04:01:46.515Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"streamers/youtube-scraper\"", "timestamp": "2026-09-29T04:01:46.475Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-09-29T04:01:46.428Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "api-ninja/youtube-search-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper" }, { "scenarioId": "tiktok-profile-scraper-usage-apifylife-latest-five", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:01:42.263Z", "day": "2026-09-29", "traceId": "d67c2e31dbc365e2f9d7afe85348f4e2", "observationId": "3205570cfcc169c6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d67c2e31dbc365e2f9d7afe85348f4e2?observation=3205570cfcc169c6", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "use", "title": "tiktok-profile / use / apifylife-latest-five", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer reports the follower count (192) and all 5 most recent videos with their play counts, all grounded in the retrieved data, fully satisfying the task requirements.", "timestamp": "2026-09-29T04:16:50.020Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer reports the follower count (192) and all 5 most recent videos with their play counts, all grounded in the retrieved data, fully satisfying the task requirements.", "timestamp": "2026-09-29T04:16:49.982Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-29T04:16:49.943Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:16:49.907Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right tools, used correct inputs, utilized the retrieved data accurately, and delivered a complete answer grounded in the Actor output.", "timestamp": "2026-09-29T04:16:49.874Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-29T04:16:49.834Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports the follower count (192) and all 5 most recent videos with their play counts, all grounded in the retrieved data, fully satisfying the task requirements.", "timestamp": "2026-09-29T04:16:49.797Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls: fetch details, run actor, get results — a direct and efficient path with no redundant calls.", "timestamp": "2026-09-29T04:16:49.744Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly used the authorMeta.fans (192), playCount, text, and createTimeISO fields from the actual output to populate the final answer, confirmed by the grounded check passing.", "timestamp": "2026-09-29T04:16:49.709Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called clockworks/tiktok-profile-scraper with profiles=['apifylife'], profileSorting='latest', resultsPerPage=5, and profileScrapeSections=['videos'], which are all correct and well-formed inputs matching the task requirements.", "timestamp": "2026-09-29T04:16:49.668Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with clockworks/tiktok-profile-scraper, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-09-29T04:16:49.630Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:02:27.191Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-29T04:02:27.159Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 8 numbers found in Actor output", "timestamp": "2026-09-29T04:02:27.121Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-09-29T04:02:27.080Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-09-29T04:02:27.041Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsPerPage", "timestamp": "2026-09-29T04:02:27.007Z", "metadata": {} }, "check.profileInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): profiles[0]", "timestamp": "2026-09-29T04:02:26.927Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:02:26.884Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-09-29T04:02:26.774Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer reports the follower count (192) and all 5 most recent videos with their play counts, all grounded in the retrieved data, fully satisfying the task requirements." }, { "scenarioId": "tiktok-profile-scraper-discovery-apifylife-followers", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:01:43.687Z", "day": "2026-09-29", "traceId": "a82dfcb230e8f098b578005b7ea331f6", "observationId": "2581394fd4ff782f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a82dfcb230e8f098b578005b7ea331f6?observation=2581394fd4ff782f", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "find", "title": "tiktok-profile / find / apifylife-followers", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides the follower count (192) and all 5 most recent videos with captions, dates, engagement numbers, and URLs, fully grounded in retrieved data, and ends with the required 'Actor: clockworks/tiktok-profile-scraper' line.", "timestamp": "2026-09-29T04:16:48.486Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides the follower count (192) and all 5 most recent videos with captions, dates, engagement numbers, and URLs, fully grounded in retrieved data, and ends with the required 'Actor: clockworks/tiktok-profile-scraper' line.", "timestamp": "2026-09-29T04:16:48.446Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-profile-scraper", "timestamp": "2026-09-29T04:16:48.357Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-29T04:16:48.316Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:16:48.270Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the correct actor, used proper inputs, utilized retrieved data accurately, followed an efficient plan, and delivered a complete answer satisfying all task requirements.", "timestamp": "2026-09-29T04:16:48.225Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides the follower count (192) and all 5 most recent videos with captions, dates, engagement numbers, and URLs, fully grounded in retrieved data, and ends with the required 'Actor: clockworks/tiktok-profile-scraper' line.", "timestamp": "2026-09-29T04:16:48.117Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search-actors, fetch-actor-details, call-actor, and get-dataset-items — a direct and efficient path with no redundant calls.", "timestamp": "2026-09-29T04:16:48.067Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly used the returned fields (authorMeta.fans=192, text, webVideoUrl, diggCount, commentCount, createTimeISO) to construct the final answer without fabricating any data.", "timestamp": "2026-09-29T04:16:48.026Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed profiles=['apifylife'], resultsPerPage=5, and profileSorting='latest', which are all correct and well-formed inputs for retrieving the 5 most recent videos from the profile.", "timestamp": "2026-09-29T04:16:47.946Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified clockworks/tiktok-profile-scraper as the right tool for a single profile lookup, confirmed by the deterministic check rightActor: PASS.", "timestamp": "2026-09-29T04:16:47.908Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:02:38.137Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-29T04:02:38.099Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{2,}/", "timestamp": "2026-09-29T04:02:38.058Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:02:38.021Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-profile-scraper\"", "timestamp": "2026-09-29T04:02:37.934Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-09-29T04:02:37.839Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides the follower count (192) and all 5 most recent videos with captions, dates, engagement numbers, and URLs, fully grounded in retrieved data, and ends with the required 'Actor: clockworks/tiktok-profile-scraper' line." }, { "scenarioId": "tiktok-comments-scraper-usage-top-level-only", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:01:46.657Z", "day": "2026-09-29", "traceId": "b457491da28727add5ca4586060deee2", "observationId": "fabff87fc05ba538", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b457491da28727add5ca4586060deee2?observation=fabff87fc05ba538", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "use", "title": "tiktok-comments / use / top-level-only", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly identified and reported the 5 comments with the most likes from the 20 scraped top-level comments, with accurate like counts and comment text grounded in the retrieved data.", "timestamp": "2026-09-29T04:16:47.779Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly identified and reported the 5 comments with the most likes from the 20 scraped top-level comments, with accurate like counts and comment text grounded in the retrieved data.", "timestamp": "2026-09-29T04:16:47.693Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-29T04:16:47.653Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:16:47.611Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The cap warning (commentsPerPost undefined) is minor since topLevelCommentsPerPost=20 achieved the correct 20-item result, and the final answer was accurate and grounded.", "timestamp": "2026-09-29T04:16:47.575Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-29T04:16:47.534Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and reported the 5 comments with the most likes from the 20 scraped top-level comments, with accurate like counts and comment text grounded in the retrieved data.", "timestamp": "2026-09-29T04:16:47.498Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, call actor, get dataset items — no redundant calls or retries.", "timestamp": "2026-09-29T04:16:47.448Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check PASSED confirming all 15 numbers in the final answer were found in the Actor output, and the agent directly used the dataset items returned by get-dataset-items to rank and report the top 5 comments.", "timestamp": "2026-09-29T04:16:47.412Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used topLevelCommentsPerPost=20 and maxRepliesPerComment=0, which correctly limits to top-level comments; however, the deterministic check 'cap' FAILED because commentsPerPost was not set (undefined), though topLevelCommentsPerPost=20 was used instead and achieved the correct result of 20 items.", "timestamp": "2026-09-29T04:16:47.265Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with clockworks/tiktok-comments-scraper, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-09-29T04:16:47.228Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:02:29.659Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-29T04:02:29.625Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 15 numbers found in Actor output", "timestamp": "2026-09-29T04:02:29.585Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-09-29T04:02:29.546Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-09-29T04:02:29.508Z", "metadata": {} }, "check.noReplies": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxRepliesPerComment", "timestamp": "2026-09-29T04:02:29.470Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): clockworks/tiktok-comments-scraper: commentsPerPost = undefined (expected lte 20)", "timestamp": "2026-09-29T04:02:29.432Z", "metadata": {} }, "check.videoUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): postURLs[0]", "timestamp": "2026-09-29T04:02:29.375Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:02:29.339Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-09-29T04:02:29.299Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "PASS: The agent correctly identified and reported the 5 comments with the most likes from the 20 scraped top-level comments, with accurate like counts and comment text grounded in the retrieved data." }, { "scenarioId": "tiktok-comments-scraper-discovery-video-top-comments", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:01:59.205Z", "day": "2026-09-29", "traceId": "fbd025437578eb1d7e4c01e1de8715ab", "observationId": "5a3aeba400779fcf", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/fbd025437578eb1d7e4c01e1de8715ab?observation=5a3aeba400779fcf", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "find", "title": "tiktok-comments / find / video-top-comments", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned the 5 most-liked comments with accurate like counts drawn from the retrieved dataset, and ended with 'Actor: clockworks/tiktok-comments-scraper' as required.", "timestamp": "2026-09-29T04:16:41.273Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned the 5 most-liked comments with accurate like counts drawn from the retrieved dataset, and ended with 'Actor: clockworks/tiktok-comments-scraper' as required.", "timestamp": "2026-09-29T04:16:41.237Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apidojo/tiktok-comments-scraper, clockworks/tiktok-comments-scraper", "timestamp": "2026-09-29T04:16:41.160Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-29T04:16:41.119Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:16:41.056Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent initially chose apidojo/tiktok-comments-scraper over the intended clockworks/tiktok-comments-scraper despite both appearing in the search results, requiring an extra failed run before finding the correct actor. Better ranking or differentiation in search results would have led the agent to pick clockworks first.", "timestamp": "2026-09-29T04:16:41.022Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned the 5 most-liked comments with accurate like counts drawn from the retrieved dataset, and ended with 'Actor: clockworks/tiktok-comments-scraper' as required.", "timestamp": "2026-09-29T04:16:40.939Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one unnecessary run with apidojo/tiktok-comments-scraper before using the correct clockworks actor, adding an extra call-actor and get-dataset-items step, though the recovery was reasonable.", "timestamp": "2026-09-29T04:16:40.896Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When apidojo/tiktok-comments-scraper returned only noResults:true items, the agent correctly recognized the failure and switched to clockworks/tiktok-comments-scraper, which succeeded with 100 comments.", "timestamp": "2026-09-29T04:16:40.858Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from the clockworks run and directly used the text and diggCount fields to identify and list the 5 most-liked comments.", "timestamp": "2026-09-29T04:16:40.823Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly passed the video URL in postURLs and set commentsPerPost=100 for clockworks/tiktok-comments-scraper, matching the input schema requirements.", "timestamp": "2026-09-29T04:16:40.766Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for TikTok comment scrapers, found clockworks/tiktok-comments-scraper (the intended actor), and ultimately used it successfully after an initial attempt with apidojo/tiktok-comments-scraper.", "timestamp": "2026-09-29T04:16:40.674Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:03:04.568Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-29T04:03:04.533Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-09-29T04:03:04.494Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:03:04.458Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-comments-scraper\"", "timestamp": "2026-09-29T04:03:04.340Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-09-29T04:03:04.261Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned the 5 most-liked comments with accurate like counts drawn from the retrieved dataset, and ended with 'Actor: clockworks/tiktok-comments-scraper' as required." }, { "scenarioId": "indeed-scraper-usage-swe-skills", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:02:02.072Z", "day": "2026-09-29", "traceId": "d08c0693cba424df5af1988315dca309", "observationId": "edfef32f74eb1bc7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d08c0693cba424df5af1988315dca309?observation=edfef32f74eb1bc7", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "use", "title": "indeed / use / swe-skills", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check shape: answer does not match /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-09-29T04:16:40.648Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check shape: answer does not match /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-09-29T04:16:40.555Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-29T04:16:40.516Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:16:40.474Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check shape: answer does not match /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-09-29T04:16:40.411Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-29T04:16:40.372Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns before producing a final answer summarizing the top 5 skills; the conversation ends mid-analysis with 'Let me read the job data from the file to analyze the skills' and no final report was delivered to the user.", "timestamp": "2026-09-29T04:16:40.329Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made several redundant attempts (multiple grep commands with slightly different patterns, multiple failed Read attempts on oversized files) before settling on a working approach, showing some inefficiency.", "timestamp": "2026-09-29T04:16:40.285Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When get-dataset-items returned a file too large to read directly, the agent pivoted to using Bash/grep commands to analyze the file, and when Write was blocked, it found an alternative grep-based approach.", "timestamp": "2026-09-29T04:16:40.243Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used grep on the actual retrieved file to count skill mentions (Python:18, Agile:21, Linux:16, Kubernetes:9, Java:6) rather than inventing data.", "timestamp": "2026-09-29T04:16:40.188Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set maxItemsPerSearch=20 but the deterministic check shows cap FAIL because maxItems=undefined; the actor uses 'maxItemsPerSearch' not 'maxItems', so the field name was correct but the harness expected a different field name. However, the run did return 20 items successfully.", "timestamp": "2026-09-29T04:16:40.152Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, Bash, and Read tools appropriate for scraping and analyzing job postings.", "timestamp": "2026-09-29T04:16:40.115Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:03:27.876Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape", "timestamp": "2026-09-29T04:03:27.837Z", "metadata": {} }, "check.descriptions": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-09-29T04:03:27.804Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-09-29T04:03:27.769Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): misceres/indeed-scraper: maxItems = undefined (expected lte 20)", "timestamp": "2026-09-29T04:03:27.726Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:03:27.689Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used misceres/indeed-scraper", "timestamp": "2026-09-29T04:03:27.610Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-09-29T04:03:27.526Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap", "shape" ], "judgeComment": "FAIL: check shape: answer does not match /(python|aws|sql|java|docker|react|kubernetes)/" }, { "scenarioId": "indeed-scraper-discovery-denver-marketing", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:02:18.319Z", "day": "2026-09-29", "traceId": "b487b55e2a31ae0ff20ec4d9830546b6", "observationId": "8283502e9932b8f9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b487b55e2a31ae0ff20ec4d9830546b6?observation=8283502e9932b8f9", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "find", "title": "indeed / find / denver-marketing", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used webdatalabs/indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-09-29T04:16:38.601Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used webdatalabs/indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-09-29T04:16:38.510Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "webdatalabs/indeed-jobs-scraper", "comment": "Actors the agent ran: webdatalabs/indeed-jobs-scraper", "timestamp": "2026-09-29T04:16:38.475Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-29T04:16:38.441Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:16:38.403Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used webdatalabs/indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-09-29T04:16:38.368Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered 10 Denver-area marketing-related postings with salary ranges and company ratings, fulfilling the benchmarking request, but used the wrong actor (webdatalabs/indeed-jobs-scraper instead of misceres/indeed-scraper) per the deterministic rightActor FAIL.", "timestamp": "2026-09-29T04:16:38.331Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search-actors, fetch-actor-details, call-actor, get-dataset-items) in a logical sequence with no redundant steps.", "timestamp": "2026-09-29T04:16:38.293Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The initial dataset item count showed 0 (lag), but the agent correctly followed the nextStep instruction to fetch dataset items, successfully retrieving all 10 results.", "timestamp": "2026-09-29T04:16:38.257Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items and accurately presented all salary ranges, company ratings, and review counts from the tool results in the final answer table.", "timestamp": "2026-09-29T04:16:38.220Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called webdatalabs/indeed-jobs-scraper with query='marketing coordinator', location='Denver, CO', country='us', maxJobs=10 — all well-formed and appropriate for the task.", "timestamp": "2026-09-29T04:16:38.119Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Indeed job posting actors and selected webdatalabs/indeed-jobs-scraper, which does return salary and company ratings as required, but the intended actor was misceres/indeed-scraper — the rightActor check is FAIL per the deterministic facts.", "timestamp": "2026-09-29T04:16:38.025Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:03:12.185Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-29T04:03:12.150Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:03:12.110Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"misceres/indeed-scraper\"", "timestamp": "2026-09-29T04:03:12.034Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used webdatalabs/indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-09-29T04:03:11.945Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "webdatalabs/indeed-jobs-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used webdatalabs/indeed-jobs-scraper; expected misceres/indeed-scraper" }, { "scenarioId": "amazon-reviews-scraper-usage-helpful-thirty", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:02:27.236Z", "day": "2026-09-29", "traceId": "85818ed43056acf433fbf30ca112ff45", "observationId": "9b2e8793cffadb65", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/85818ed43056acf433fbf30ca112ff45?observation=9b2e8793cffadb65", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "use", "title": "amazon-reviews / use / helpful-thirty", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-09-29T04:16:37.375Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-09-29T04:16:37.288Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-29T04:16:37.245Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-29T04:16:37.206Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED; check productUrl: junglee/amazon-reviews-scraper: productUrls[0].url = undefined (expected regex \"B0CWXNS552\")", "timestamp": "2026-09-29T04:16:37.166Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-29T04:16:37.129Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered 3 praises and 3 complaints grounded in the actual review data retrieved, though only 10 reviews were returned instead of the requested 30 due to free-tier limits, and one complaint (keyring hole) appears to be inferred/invented as it is not visible in the preview data.", "timestamp": "2026-09-29T04:16:37.095Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra failed call due to the wrong input format, but otherwise the flow was fetch-actor-details → call-actor (failed) → call-actor (fixed) → get-dataset-items, which is reasonably direct given the schema complexity.", "timestamp": "2026-09-29T04:16:37.060Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "After the first call failed with a validation error about 'must be object', the agent correctly diagnosed the issue and reformatted productUrls as an array of objects, leading to a successful second run.", "timestamp": "2026-09-29T04:16:37.025Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the dataset items and grounded its summary in actual review text — e.g., citing the camping/remote-area review from northern Michigan and the precision-finding feature mentioned in multiple reviews.", "timestamp": "2026-09-29T04:16:36.938Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call passed productUrls as a plain string array instead of an array of objects with 'url' keys, causing CALL-FAILED; the second call correctly used [{\"url\": \"https://www.amazon.com/dp/B0CWXNS552\"}] with maxReviews=30 and sort='helpful', which succeeded.", "timestamp": "2026-09-29T04:16:36.898Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-reviews-scraper, which is the exact actor named in the prompt.", "timestamp": "2026-09-29T04:16:36.827Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:03:35.370Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, productUrl", "timestamp": "2026-09-29T04:03:35.331Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-09-29T04:03:35.294Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-29T04:03:35.253Z", "metadata": {} }, "check.sortHelpful": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): sort", "timestamp": "2026-09-29T04:03:35.218Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxReviews", "timestamp": "2026-09-29T04:03:35.163Z", "metadata": {} }, "check.productUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper: productUrls[0].url = undefined (expected regex \"B0CWXNS552\")", "timestamp": "2026-09-29T04:03:35.119Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-09-29T04:03:35.035Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-09-29T04:03:34.959Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "productUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED" }, { "scenarioId": "amazon-reviews-scraper-discovery-product-complaints", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:02:29.693Z", "day": "2026-09-29", "traceId": "e0d32aae7d5472d7f6151ed756757bba", "observationId": "41e84d0ef6610de9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e0d32aae7d5472d7f6151ed756757bba?observation=41e84d0ef6610de9", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "find", "title": "amazon-reviews / find / product-complaints", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-09-29T04:16:30.886Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-09-29T04:16:30.798Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: junglee/amazon-reviews-scraper", "timestamp": "2026-09-29T04:16:30.761Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-29T04:16:30.721Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-29T04:16:30.681Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The agent set maxReviews=30 but the actor returned only 10 items due to BRONZE tier limits. The agent then presented its analysis as covering the '10 most helpful reviews' in the answer header but did not flag to the user that the requested 30 reviews could not be retrieved, nor did it attempt an alternative approach. This is a reasoning failure — the agent should have explicitly noted the limitation rather than proceeding as if the task was fully completed.", "timestamp": "2026-09-29T04:16:30.638Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task asked for 30 most helpful reviews but only 10 were retrieved (plan limit on BRONZE tier); the agent analyzed only 10 reviews yet presented the summary as if it covered the requested 30, without acknowledging the shortfall.", "timestamp": "2026-09-29T04:16:30.600Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, two call-actor attempts (one failed due to input format), and get-dataset-items — a reasonably direct path with only one corrective retry.", "timestamp": "2026-09-29T04:16:30.564Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'must be object' validation error, the agent immediately corrected the productUrls format from strings to objects and resubmitted successfully.", "timestamp": "2026-09-29T04:16:30.525Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 reviews from the dataset and based its praises and complaints directly on the review text content visible in the tool results (e.g., quiet speaker, no keyring hole, Find My network dependency).", "timestamp": "2026-09-29T04:16:30.489Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed because productUrls was passed as an array of strings instead of objects; the agent corrected this on the second call using [{\"url\": \"...\"}] format, which succeeded.", "timestamp": "2026-09-29T04:16:30.415Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-reviews-scraper, the intended actor for extracting Amazon product reviews.", "timestamp": "2026-09-29T04:16:30.375Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:03:38.920Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-29T04:03:38.878Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-09-29T04:03:38.843Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-reviews-scraper\"", "timestamp": "2026-09-29T04:03:38.804Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-09-29T04:03:38.769Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "amazon-crawler-usage-earbuds-search-url", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:02:38.170Z", "day": "2026-09-29", "traceId": "8ec31049cdba95b8b5dd1ded55d63e5b", "observationId": "3569fccb9f01cfc8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8ec31049cdba95b8b5dd1ded55d63e5b?observation=3569fccb9f01cfc8", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "use", "title": "amazon / use / earbuds-search-url", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-09-29T04:16:28.411Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-09-29T04:16:28.322Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-29T04:16:28.283Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-29T04:16:28.246Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED; check searchUrl: junglee/amazon-crawler: categoryOrProductUrls[0].url = undefined (expected regex \"amazon\\\\.com/s\\\\?k=wireless\\\\+earbuds\")", "timestamp": "2026-09-29T04:16:28.199Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-29T04:16:28.165Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent successfully listed 10 products with prices and ratings from the scraped data, fulfilling the task requirement, though maxItemsPerStartUrl was set to 50 (not capped at 10) and the first run failed due to wrong input format.", "timestamp": "2026-09-29T04:16:28.120Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: fetch-actor-details, a failed call-actor, a corrected call-actor, and get-dataset-items — reasonably direct with one retry needed due to input format error.", "timestamp": "2026-09-29T04:16:28.088Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed due to input validation (array of strings instead of objects), the agent correctly identified the issue and retried with the proper {url:...} object format, resulting in a successful run.", "timestamp": "2026-09-29T04:16:28.047Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the successful run and directly used the title, price.value, price.currency, stars, and reviewsCount fields in the final answer table.", "timestamp": "2026-09-29T04:16:28.011Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call failed because categoryOrProductUrls was passed as an array of strings instead of objects with {url:...}. The second call correctly used [{url: 'https://www.amazon.com/s?k=wireless+earbuds'}] but set maxItemsPerStartUrl to 50 instead of ~10 as expected, causing the cap check to fail.", "timestamp": "2026-09-29T04:16:27.969Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected junglee/amazon-crawler and used fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-09-29T04:16:27.933Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:03:28.377Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, searchUrl", "timestamp": "2026-09-29T04:03:28.344Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-09-29T04:03:28.304Z", "metadata": {} }, "check.field": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 1 of 16 items fail price exists undefined", "timestamp": "2026-09-29T04:03:28.270Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 16 items, expected at most 10", "timestamp": "2026-09-29T04:03:28.221Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): junglee/amazon-crawler: maxItemsPerStartUrl = 50 (expected lte 10); junglee/amazon-crawler: maxItemsPerStartUrl = 50 (expected lte 10)", "timestamp": "2026-09-29T04:03:28.189Z", "metadata": {} }, "check.searchUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler: categoryOrProductUrls[0].url = undefined (expected regex \"amazon\\\\.com/s\\\\?k=wireless\\\\+earbuds\")", "timestamp": "2026-09-29T04:03:28.148Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-09-29T04:03:28.113Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-crawler", "timestamp": "2026-09-29T04:03:28.066Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "field", "items", "cap", "searchUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED" }, { "scenarioId": "amazon-crawler-discovery-wireless-earbuds", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:03:04.608Z", "day": "2026-09-29", "traceId": "26614545e84c6d48eab38449749b66ec", "observationId": "ee8ec7a16a2daa72", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/26614545e84c6d48eab38449749b66ec?observation=ee8ec7a16a2daa72", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "find", "title": "amazon / find / wireless-earbuds", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used automly/amazon-products-scraper---fast-efficient-with-sales-data; expected junglee/amazon-crawler", "timestamp": "2026-09-29T04:16:24.126Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used automly/amazon-products-scraper---fast-efficient-with-sales-data; expected junglee/amazon-crawler", "timestamp": "2026-09-29T04:16:24.029Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "automly/amazon-products-scraper---fast-efficient-with-sales-data", "comment": "Actors the agent ran: automly/amazon-products-scraper---fast-efficient-with-sales-data", "timestamp": "2026-09-29T04:16:23.984Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-29T04:16:23.948Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:16:23.877Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used automly/amazon-products-scraper---fast-efficient-with-sales-data; expected junglee/amazon-crawler", "timestamp": "2026-09-29T04:16:23.840Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned 10 wireless earbuds with prices and ratings from actual scraped data, and ended with the Actor line as required, though it used the wrong actor (not junglee/amazon-crawler as expected).", "timestamp": "2026-09-29T04:16:23.789Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch-details, call-actor, get-dataset-items) which is a reasonable and direct path to complete the task.", "timestamp": "2026-09-29T04:16:23.757Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly used the title, price, and rating fields from the tool results to populate the final answer table without inventing values.", "timestamp": "2026-09-29T04:16:23.688Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed keywords=['wireless earbuds'], maxResultsPerKeyword=10, fullDetails=true, marketplace='com' which are all valid and well-formed inputs for the chosen actor.", "timestamp": "2026-09-29T04:16:23.652Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent found junglee/amazon-crawler in the first search result but chose automly/amazon-products-scraper instead, which is a less established third-party actor rather than the intended official one; the rightActor check is FAIL.", "timestamp": "2026-09-29T04:16:23.599Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:03:47.131Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-29T04:03:47.094Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-09-29T04:03:47.056Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:03:46.976Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"junglee/amazon-crawler\"", "timestamp": "2026-09-29T04:03:46.934Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used automly/amazon-products-scraper---fast-efficient-with-sales-data; expected junglee/amazon-crawler", "timestamp": "2026-09-29T04:03:46.841Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "automly/amazon-products-scraper---fast-efficient-with-sales-data", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used automly/amazon-products-scraper---fast-efficient-with-sales-data; expected junglee/amazon-crawler" }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:03:12.219Z", "day": "2026-09-29", "traceId": "d863843eb026673ca65a559c9336990a", "observationId": "316a1edaf6247154", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d863843eb026673ca65a559c9336990a?observation=316a1edaf6247154", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-09-29T04:16:27.503Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-09-29T04:16:27.403Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-29T04:16:27.366Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:16:27.323Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-09-29T04:16:27.287Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "11 tool calls valid", "timestamp": "2026-09-29T04:16:27.244Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The crawl did not stay within the platform section (sectionFilter FAIL), saveHtml was never enabled (saveHtml FAIL), the dataset returned 12 items exceeding the 10-page cap (items FAIL), and the agent incorrectly reported '10 pages crawled' while the dataset had 12 items — key requirements were not met.", "timestamp": "2026-09-29T04:16:27.205Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "Three actor runs were made (one failed, one returned only 1 page, one final run) plus multiple polling calls; the deterministic check confirms 3 runs where at most 2 were expected, indicating an extra unnecessary run.", "timestamp": "2026-09-29T04:16:27.152Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed due to invalid input schema (string globs instead of objects), the agent correctly identified the issue and reformatted the includeUrlGlobs as objects with 'glob' keys on the second attempt.", "timestamp": "2026-09-29T04:16:27.115Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and key-value store records and used the actual URLs, titles, and htmlUrl values from those results in its final report.", "timestamp": "2026-09-29T04:16:27.062Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call used saveHtmlAsFile=true and includeUrlGlobs as strings (invalid format), causing CALL-FAILED; the second call fixed the glob format but used saveHtmlAsFile instead of saveHtml (neither is the correct parameter per the schema — saveHtml is not the right field either); the third call dropped includeUrlGlobs entirely and used only excludeUrlGlobs, meaning the crawl was not restricted to the platform section (sectionFilter FAIL confirmed). Additionally, saveHtml was never set to true (saveHtml FAIL confirmed), and the crawl returned 12 items exceeding the 10-page cap.", "timestamp": "2026-09-29T04:16:26.979Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected apify/website-content-crawler and used fetch-actor-details, call-actor, get-dataset-items, get-key-value-store-record, and get-actor-run — all appropriate tools for this task.", "timestamp": "2026-09-29T04:16:26.925Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:06:48.445Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-09-29T04:06:48.406Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 13 items, expected at most 10", "timestamp": "2026-09-29T04:06:48.361Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml = undefined (expected equals true); apify/website-content-crawler: saveHtml = undefined (expected equals true); apify/website-content-crawler: saveHtml = undefined (expected equals true)", "timestamp": "2026-09-29T04:06:48.327Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs = undefined (expected exists undefined)", "timestamp": "2026-09-29T04:06:48.283Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 3 run(s): maxCrawlPages", "timestamp": "2026-09-29T04:06:48.230Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): startUrls[0].url", "timestamp": "2026-09-29T04:06:48.184Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 3 Actor run(s), expected at most 2", "timestamp": "2026-09-29T04:06:48.101Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-09-29T04:06:47.982Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter", "ranOk" ], "judgeComment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:03:27.914Z", "day": "2026-09-29", "traceId": "89b98daedca29fcec1e3cb2952d7ca9f", "observationId": "ecd67beab25b0824", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/89b98daedca29fcec1e3cb2952d7ca9f?observation=ecd67beab25b0824", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used lukas459/ai-web-to-markdown-crawler-llm-rag-optimized; expected apify/website-content-crawler", "timestamp": "2026-09-29T04:16:19.203Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used lukas459/ai-web-to-markdown-crawler-llm-rag-optimized; expected apify/website-content-crawler", "timestamp": "2026-09-29T04:16:19.106Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "lukas459/ai-web-to-markdown-crawler-llm-rag-optimized", "comment": "Actors the agent ran: lukas459/ai-web-to-markdown-crawler-llm-rag-optimized", "timestamp": "2026-09-29T04:16:19.045Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-29T04:16:19.012Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:16:18.969Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used lukas459/ai-web-to-markdown-crawler-llm-rag-optimized; expected apify/website-content-crawler", "timestamp": "2026-09-29T04:16:18.877Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent used the wrong actor (not apify/website-content-crawler), the start URL was not properly passed (startUrls[0].url = undefined per deterministic check), and the page cap was not set correctly, meaning the crawl did not properly target docs.apify.com/academy with a 20-page limit as required.", "timestamp": "2026-09-29T04:16:18.841Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent performed two searches, fetched actor details, ran the actor, polled twice for completion, and retrieved results — a reasonably direct path with no unnecessary repetition.", "timestamp": "2026-09-29T04:16:18.801Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and correctly reported titles from the actual crawl results (e.g., 'Advanced web scraping', 'API scraping', 'Anti-scraping protections'), which match the dataset preview.", "timestamp": "2026-09-29T04:16:18.760Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent called the actor with `url` (single URL field) set to 'https://docs.apify.com/academy' and `maxPages: 20`, but the deterministic check shows startUrls[0].url = undefined, meaning the URL was not passed via the `startUrls` array field as required, and maxCrawlPages was also undefined — the actor used different field names than what the agent supplied.", "timestamp": "2026-09-29T04:16:18.720Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for actors and selected lukas459/ai-web-to-markdown-crawler-llm-rag-optimized, which is an LLM/RAG-oriented crawler, but the intended correct actor was apify/website-content-crawler. The agent did not find or consider the canonical Apify-official actor.", "timestamp": "2026-09-29T04:16:18.676Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:06:03.168Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, startUrl", "timestamp": "2026-09-29T04:06:03.129Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): lukas459/ai-web-to-markdown-crawler-llm-rag-optimized: maxCrawlPages = undefined (expected lte 20)", "timestamp": "2026-09-29T04:06:03.078Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: lukas459/ai-web-to-markdown-crawler-llm-rag-optimized: startUrls[0].url = undefined (expected regex \"docs\\\\.apify\\\\.com/academy\")", "timestamp": "2026-09-29T04:06:03.031Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:06:02.991Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-09-29T04:06:02.890Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used lukas459/ai-web-to-markdown-crawler-llm-rag-optimized; expected apify/website-content-crawler", "timestamp": "2026-09-29T04:06:02.800Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "lukas459/ai-web-to-markdown-crawler-llm-rag-optimized", "infraOk": true, "failedChecks": [ "pageCap", "startUrl", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used lukas459/ai-web-to-markdown-crawler-llm-rag-optimized; expected apify/website-content-crawler" }, { "scenarioId": "web-scraper-usage-coinmarketcap-top-ten", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:03:28.414Z", "day": "2026-09-29", "traceId": "04ecc25ea3ed2802fa53ccba8335cbb5", "observationId": "8df801eda627224b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/04ecc25ea3ed2802fa53ccba8335cbb5?observation=8df801eda627224b", "subject": "apify/web-scraper", "owner": "universe", "skill": "use", "title": "web / use / coinmarketcap-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: apify/web-scraper run : CALL-FAILED", "timestamp": "2026-09-29T04:16:11.440Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: apify/web-scraper run : CALL-FAILED", "timestamp": "2026-09-29T04:16:11.326Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-29T04:16:11.234Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-29T04:16:11.123Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: apify/web-scraper run : CALL-FAILED", "timestamp": "2026-09-29T04:16:11.020Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-29T04:16:10.922Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent successfully retrieved and reported 10 cryptocurrency names and prices from the actual scraper run (confirmed by facts: 10 dataset items, shape check passed), fulfilling the task requirement.", "timestamp": "2026-09-29T04:16:10.816Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra call due to the input validation failure on the first attempt, but otherwise the flow was direct: fetch details, call actor (failed), call actor again (succeeded), get dataset items.", "timestamp": "2026-09-29T04:16:10.770Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed due to missing proxyConfiguration (input validation error), the agent immediately identified the issue and retried with the correct input including proxyConfiguration, resulting in a successful run.", "timestamp": "2026-09-29T04:16:10.735Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from the successful run and directly reported the 10 cryptocurrency names and prices from the tool result, matching the dataset preview exactly.", "timestamp": "2026-09-29T04:16:10.693Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call was missing the required proxyConfiguration field causing CALL-FAILED; the second call correctly included all required fields including proxyConfiguration, startUrls, maxPagesPerCrawl, injectJQuery, and a valid pageFunction.", "timestamp": "2026-09-29T04:16:10.653Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/web-scraper and fetched actor details before calling it, which is the intended subject for this task.", "timestamp": "2026-09-29T04:16:10.610Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:04:18.043Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-09-29T04:04:18.006Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\$\\s?\\d[\\d,]*\\.\\d{2}/", "timestamp": "2026-09-29T04:04:17.973Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-29T04:04:17.920Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxPagesPerCrawl", "timestamp": "2026-09-29T04:04:17.884Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): pageFunction", "timestamp": "2026-09-29T04:04:17.850Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): startUrls[0].url", "timestamp": "2026-09-29T04:04:17.814Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/web-scraper run : CALL-FAILED", "timestamp": "2026-09-29T04:04:17.736Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-09-29T04:04:17.659Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: check ranOk: apify/web-scraper run : CALL-FAILED" }, { "scenarioId": "web-scraper-discovery-waterstones-headless", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:03:35.405Z", "day": "2026-09-29", "traceId": "91358b04e31dce56f4570b0c6f71d0f0", "observationId": "4a21b2f6597459fa", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/91358b04e31dce56f4570b0c6f71d0f0?observation=4a21b2f6597459fa", "subject": "apify/web-scraper", "owner": "universe", "skill": "find", "title": "web / find / waterstones-headless", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check namedActor: answer does not contain \"apify/web-scraper\"", "timestamp": "2026-09-29T04:16:15.914Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check namedActor: answer does not contain \"apify/web-scraper\"", "timestamp": "2026-09-29T04:16:15.817Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/web-scraper, coolinbex/ecommerce-product-scraper-ai-rag, neuton/uk-product-price-schema-scraper", "timestamp": "2026-09-29T04:16:15.746Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-29T04:16:15.664Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:16:15.574Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check namedActor: answer does not contain \"apify/web-scraper\"; check pageFunction: coolinbex/ecommerce-product-scraper-ai-rag: pageFunction = undefined (expected exists undefined); neuton/uk-product-price-schema-scraper: pageFunction = undefined (expected exists undefined)", "timestamp": "2026-09-29T04:16:15.531Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never produced any product names or prices from Waterstones, ran out of turns, and the final answer is just a statement about trying another actor rather than showing 10 extracted results as requested.", "timestamp": "2026-09-29T04:16:15.438Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 5 Actor runs (exceeding the expected maximum of 3), tried two wrong-sibling actors after the correct one failed, and ran out of turns without producing results — indicating an inefficient recovery path that wasted runs on unsuitable actors.", "timestamp": "2026-09-29T04:16:15.399Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "After the 403 block on apify/web-scraper, the agent switched to alternative actors (coolinbex and neuton) which also got 403s, then searched for more actors but ran out of turns without resolving the blocking issue or trying Apify Proxy residential groups that might bypass it.", "timestamp": "2026-09-29T04:16:15.350Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent checked dataset items and key-value store records after each failed run to diagnose the 403 errors, correctly using the returned error data to inform next steps rather than inventing results.", "timestamp": "2026-09-29T04:16:15.311Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call to apify/web-scraper failed because proxyConfiguration was set to {useApifyProxy:false} but the schema requires Apify Proxy; the second call correctly used {useApifyProxy:true} and included pageFunction, maxPagesPerCrawl:1, and injectJQuery:true — all appropriate fields.", "timestamp": "2026-09-29T04:16:15.277Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified apify/web-scraper as the right tool (browser-based, custom pageFunction), which matches the intended subject. However, it then abandoned it after a 403 error and tried coolinbex/ecommerce-product-scraper-ai-rag and neuton/uk-product-price-schema-scraper, which are wrong siblings for this task.", "timestamp": "2026-09-29T04:16:15.239Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:05:52.599Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor, pageFunction", "timestamp": "2026-09-29T04:05:52.563Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): coolinbex/ecommerce-product-scraper-ai-rag: maxPagesPerCrawl = undefined (expected lte 5); neuton/uk-product-price-schema-scraper: maxPagesPerCrawl = undefined (expected lte 5)", "timestamp": "2026-09-29T04:05:52.492Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: coolinbex/ecommerce-product-scraper-ai-rag: pageFunction = undefined (expected exists undefined); neuton/uk-product-price-schema-scraper: pageFunction = undefined (expected exists undefined)", "timestamp": "2026-09-29T04:05:52.452Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 5 Actor run(s), expected at most 3", "timestamp": "2026-09-29T04:05:52.399Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/web-scraper\"", "timestamp": "2026-09-29T04:05:52.359Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-09-29T04:05:52.317Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "pageCap", "pageFunction", "ranOk", "namedActor" ], "judgeComment": "FAIL: check namedActor: answer does not contain \"apify/web-scraper\"" }, { "scenarioId": "rag-web-browser-usage-sf-startups-markdown", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:03:38.988Z", "day": "2026-09-29", "traceId": "693bef8d48f7b60d8e0b9f5faa81e4d8", "observationId": "88d5fb142752b67c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/693bef8d48f7b60d8e0b9f5faa81e4d8?observation=88d5fb142752b67c", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "use", "title": "rag-web-browser / use / sf-startups-markdown", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned 5 results with URLs and two-line summaries in Markdown format as requested; however, results 3 and 5 lack proper URLs (showing placeholder text instead of actual URLs), and result 4's URL and details are not clearly visible in the retrieved data preview, raising concerns about partial fabrication for those entries.", "timestamp": "2026-09-29T04:16:12.759Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned 5 results with URLs and two-line summaries in Markdown format as requested; however, results 3 and 5 lack proper URLs (showing placeholder text instead of actual URLs), and result 4's URL and details are not clearly visible in the retrieved data preview, raising concerns about partial fabrication for those entries.", "timestamp": "2026-09-29T04:16:12.718Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-29T04:16:12.684Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:16:12.647Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The dataset returned Google redirect URLs (e.g., 'http://www.google.com/goto?url=...') instead of resolved destination URLs for items 1, 2, and 5, causing the agent to be unable to provide proper URLs for MightyCall (#3) and Neuro (#5). The Actor should resolve these redirect URLs to their final destinations before returning them in the dataset.", "timestamp": "2026-09-29T04:16:12.603Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-29T04:16:12.562Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned 5 results with URLs and two-line summaries in Markdown format as requested; however, results 3 and 5 lack proper URLs (showing placeholder text instead of actual URLs), and result 4's URL and details are not clearly visible in the retrieved data preview, raising concerns about partial fabrication for those entries.", "timestamp": "2026-09-29T04:16:12.523Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a logical 4-step path: fetch actor details, call actor, get dataset items, read full output — no redundant calls or unnecessary loops.", "timestamp": "2026-09-29T04:16:12.487Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run status noted '4 pages scraped, 1 failed' and some items had Google redirect URLs rather than resolved URLs; the agent noted these as '(Google redirect result)' and '(Instagram/social media reference)' rather than fabricating URLs, which is a reasonable acknowledgment.", "timestamp": "2026-09-29T04:16:12.449Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the full dataset output and used actual titles and content from the returned items (e.g., Voxel #71, MightyCall #588, Neuro Inc5000) rather than inventing data; however, items 2 and 4 (Wonderfeel and Silicon Review) appear to have details not visible in the preview, suggesting they came from the full file read.", "timestamp": "2026-09-29T04:16:12.399Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/rag-web-browser with query='fastest growing startups in San Francisco 2026', maxResults=5, and outputFormats=['markdown'], which matches the task requirements and the Actor's input schema.", "timestamp": "2026-09-29T04:16:12.363Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect apify/rag-web-browser, then call-actor to run it, then get-dataset-items to retrieve results, and Read to access the full output — all appropriate tools for the task.", "timestamp": "2026-09-29T04:16:12.327Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:04:42.004Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-09-29T04:04:41.967Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-09-29T04:04:41.924Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-09-29T04:04:41.888Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-09-29T04:04:41.848Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): query", "timestamp": "2026-09-29T04:04:41.812Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:04:41.721Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/rag-web-browser", "timestamp": "2026-09-29T04:04:41.645Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned 5 results with URLs and two-line summaries in Markdown format as requested; however, results 3 and 5 lack proper URLs (showing placeholder text instead of actual URLs), and result 4's URL and details are not clearly visible in the retrieved data preview, raising concerns about partial fabrication for those entries." }, { "scenarioId": "rag-web-browser-discovery-web-search-with-sources", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:03:47.168Z", "day": "2026-09-29", "traceId": "7002fc724b5c9068a6bf7f3b06da01d6", "observationId": "465c3e320f0d8866", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7002fc724b5c9068a6bf7f3b06da01d6?observation=465c3e320f0d8866", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "find", "title": "rag-web-browser / find / web-search-with-sources", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser", "timestamp": "2026-09-29T04:16:06.577Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser", "timestamp": "2026-09-29T04:16:06.488Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "trovevault/movie-box-office-tracker", "comment": "Actors the agent ran: trovevault/movie-box-office-tracker", "timestamp": "2026-09-29T04:16:06.453Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-29T04:16:06.407Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:16:06.373Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser", "timestamp": "2026-09-29T04:16:06.336Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required using apify/rag-web-browser to fetch live web pages and quote them as sources; the agent used the wrong actor (trovevault/movie-box-office-tracker) and never fetched/quoted live web page content, failing the rightActor and namedActor deterministic checks.", "timestamp": "2026-09-29T04:16:06.295Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two fetch-actor-details calls before settling on trovevault/movie-box-office-tracker, which added some overhead, but the overall path was reasonably direct with no pointless repetition.", "timestamp": "2026-09-29T04:16:06.243Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The WebSearch tool call failed with a permissions error, and the agent pivoted to using the movie-box-office-tracker actor instead, which is a reasonable recovery attempt.", "timestamp": "2026-09-29T04:16:06.211Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the dataset items returned by the actor run (worldwideGross, sourceUrl fields) directly in its final answer, citing the actual figures and Box Office Mojo URLs from the retrieved data.", "timestamp": "2026-09-29T04:16:06.166Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called trovevault/movie-box-office-tracker with a list of James Bond movie titles, which is valid input for that actor per its schema (movies array is required), so the inputs were well-formed for the chosen actor.", "timestamp": "2026-09-29T04:16:06.127Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent was supposed to use apify/rag-web-browser (a web search + content fetching actor) to search for and quote live pages, but instead chose trovevault/movie-box-office-tracker, a specialized box office scraper that doesn't fetch/quote web pages with source URLs in the expected sense. The rightActor check is FAIL.", "timestamp": "2026-09-29T04:16:06.081Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:04:34.319Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, query", "timestamp": "2026-09-29T04:04:34.284Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-09-29T04:04:34.244Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: trovevault/movie-box-office-tracker: query = undefined (expected exists undefined)", "timestamp": "2026-09-29T04:04:34.206Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:04:34.165Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/rag-web-browser\"", "timestamp": "2026-09-29T04:04:34.081Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser", "timestamp": "2026-09-29T04:04:33.994Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "trovevault/movie-box-office-tracker", "infraOk": true, "failedChecks": [ "query", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser" }, { "scenarioId": "cheerio-scraper-usage-foyles-manga-two-hops", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:04:18.072Z", "day": "2026-09-29", "traceId": "1249af5ec744fb26d0609a0a8ea5f933", "observationId": "fb5647c74644f8de", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1249af5ec744fb26d0609a0a8ea5f933?observation=fb5647c74644f8de", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "use", "title": "cheerio / use / foyles-manga-two-hops", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 4 Actor run(s), expected at most 2", "timestamp": "2026-09-29T04:16:00.465Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 4 Actor run(s), expected at most 2", "timestamp": "2026-09-29T04:16:00.354Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-29T04:16:00.284Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:16:00.243Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 4 Actor run(s), expected at most 2", "timestamp": "2026-09-29T04:16:00.201Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-09-29T04:16:00.150Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No book data (title/price JSON objects) was returned; the task required 5 manga book records but 0 dataset items were produced across all runs due to 403 blocking, so the task was not completed.", "timestamp": "2026-09-29T04:16:00.095Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 actor runs (2 CALL-FAILED + 1 cheerio-scraper SUCCEEDED + 1 web-scraper SUCCEEDED) when at most 2 were expected; the switch to web-scraper was unnecessary and added extra runs, and the first call failed due to input validation that could have been avoided.", "timestamp": "2026-09-29T04:16:00.039Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When cheerio-scraper got 403 errors, the agent tried adding custom headers (which failed due to schema validation), then switched to web-scraper as an alternative, but this also got 403s; the agent correctly diagnosed the root cause but switching to a non-requested actor was a deviation.", "timestamp": "2026-09-29T04:15:59.996Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and error messages from the runs, correctly identifying the 403 blocking issue from the actual error messages returned, rather than inventing data.", "timestamp": "2026-09-29T04:15:59.948Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The second cheerio-scraper call had correct inputs: startUrls with the category URL, linkSelector, maxPagesPerCrawl=20, maxCrawlingDepth=2, pageFunction extracting title and price, and proxyConfiguration. The first call failed validation due to globs format but was quickly corrected.", "timestamp": "2026-09-29T04:15:59.902Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected apify/cheerio-scraper as the primary tool (matching the task requirement), and fetched actor details before calling it, which is appropriate.", "timestamp": "2026-09-29T04:15:59.863Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:05:48.145Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-09-29T04:05:48.106Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 items, expected at least 1", "timestamp": "2026-09-29T04:05:48.064Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 4 run(s): maxPagesPerCrawl", "timestamp": "2026-09-29T04:05:48.026Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 4 run(s): maxCrawlingDepth", "timestamp": "2026-09-29T04:05:47.988Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s): pageFunction", "timestamp": "2026-09-29T04:05:47.949Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s): startUrls[0].url", "timestamp": "2026-09-29T04:05:47.913Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 4 Actor run(s), expected at most 2", "timestamp": "2026-09-29T04:05:47.777Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/cheerio-scraper", "timestamp": "2026-09-29T04:05:47.691Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "ranOk" ], "judgeComment": "FAIL: check ranOk: 4 Actor run(s), expected at most 2" }, { "scenarioId": "cheerio-scraper-discovery-ikea-static-catalog", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:04:34.354Z", "day": "2026-09-29", "traceId": "25063cb296a3b9c3895aca75d8c7218e", "observationId": "2e1d7c16520976b7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/25063cb296a3b9c3895aca75d8c7218e?observation=2e1d7c16520976b7", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "find", "title": "cheerio / find / ikea-static-catalog", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-09-29T04:15:59.610Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-09-29T04:15:59.527Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "pintostudio/ikea-products-bycategory", "comment": "Actors the agent ran: pintostudio/ikea-products-bycategory", "timestamp": "2026-09-29T04:15:59.491Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-29T04:15:59.456Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:15:59.416Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-09-29T04:15:59.378Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned 9 (not 10) real product names and prices, but critically used the wrong actor (pintostudio/ikea-products-bycategory instead of apify/cheerio-scraper) and falsely claimed it 'captures product names and prices cleanly from the server-rendered HTML without needing a headless browser' — this actor uses IKEA's catalog API, not HTML scraping, contradicting the user's explicit requirement for a lightweight Cheerio-based scraper.", "timestamp": "2026-09-29T04:15:59.341Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two parallel searches initially, then fetched actor details, ran the actor, and made multiple dataset retrieval attempts due to the large output size — the extra calls were necessary given the token limit issue, so the path was reasonably direct.", "timestamp": "2026-09-29T04:15:59.301Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When get-dataset-items returned a token-limit error and the file was too large to read directly, the agent pivoted to using Bash with jq to extract the needed fields from the saved file.", "timestamp": "2026-09-29T04:15:59.265Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used jq to parse the dataset file and extracted real product names and prices (STORKLINTA £139, FÅGELFJÄLLET £199, etc.) from the actual run results, not invented data.", "timestamp": "2026-09-29T04:15:59.229Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly passed categoryUrl, localeCode (en_GB), page=1, and perPage=10 to the chosen actor, which are all valid inputs per the schema.", "timestamp": "2026-09-29T04:15:59.194Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for IKEA actors and selected pintostudio/ikea-products-bycategory, which is a specialized IKEA API-based scraper, rather than the intended apify/cheerio-scraper which is the lightweight HTML scraper the user explicitly requested. The rightActor check confirms FAIL.", "timestamp": "2026-09-29T04:15:59.158Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:05:35.486Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-09-29T04:05:35.446Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): pintostudio/ikea-products-bycategory: maxPagesPerCrawl = undefined (expected lte 5)", "timestamp": "2026-09-29T04:05:35.407Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: pintostudio/ikea-products-bycategory: pageFunction = undefined (expected exists undefined)", "timestamp": "2026-09-29T04:05:35.360Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:05:35.277Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/cheerio-scraper\"", "timestamp": "2026-09-29T04:05:35.226Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-09-29T04:05:35.096Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "pintostudio/ikea-products-bycategory", "infraOk": true, "failedChecks": [ "pageCap", "pageFunction", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper" }, { "scenarioId": "ai-web-scraper-usage-apify-store-first-page", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:04:42.044Z", "day": "2026-09-29", "traceId": "8a69a9c49a5fcb6825debe6bbd1b1205", "observationId": "cc34a187a46dfcd5", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8a69a9c49a5fcb6825debe6bbd1b1205?observation=cc34a187a46dfcd5", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "use", "title": "ai-web / use / apify-store-first-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent produced a comprehensive table of 35 Actors with name, description, rating, and number of users, all drawn from the scraped data of the single Apify Store page as requested.", "timestamp": "2026-09-29T04:15:57.609Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent produced a comprehensive table of 35 Actors with name, description, rating, and number of users, all drawn from the scraped data of the single Apify Store page as requested.", "timestamp": "2026-09-29T04:15:57.572Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-29T04:15:57.536Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:15:57.495Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first get-dataset-items call with fields='data.name, data.description, data.rating, data.number_of_users' returned an empty item {}, forcing the agent to make an additional call without field projection and then read a 55KB file. The field projection syntax or the data structure caused the projected fields to return empty, indicating the Actor's output format or the MCP tool's field projection doesn't work reliably with nested dot-notation fields.", "timestamp": "2026-09-29T04:15:57.458Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-29T04:15:57.418Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a comprehensive table of 35 Actors with name, description, rating, and number of users, all drawn from the scraped data of the single Apify Store page as requested.", "timestamp": "2026-09-29T04:15:57.362Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 5 tool calls: fetch-actor-details, call-actor, get-dataset-items (with fields), get-dataset-items (without fields), and Read — the extra get-dataset-items call was necessary due to the empty result from field projection, making the path reasonably efficient.", "timestamp": "2026-09-29T04:15:57.325Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first get-dataset-items call with field projection returned an empty item ({}), the agent immediately retried without field filtering to get the full data, successfully recovering.", "timestamp": "2026-09-29T04:15:57.289Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the full dataset output from the tool result file and extracted actor names, descriptions, ratings, and user counts directly from the scraped markdown content rather than inventing data.", "timestamp": "2026-09-29T04:15:57.249Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used extractionMode='single' which is the correct mode for single-page extraction without crawling, provided the correct startUrl, and a well-formed prompt. However, maxPagesToVisit was not set (left undefined), which triggered the onePage FAIL check, though in 'single' mode this parameter is ignored per the schema description.", "timestamp": "2026-09-29T04:15:57.212Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/ai-web-scraper to scrape the Apify Store page, which is exactly the tool specified in the task.", "timestamp": "2026-09-29T04:15:57.171Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:06:11.494Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-09-29T04:06:11.453Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-09-29T04:06:11.412Z", "metadata": {} }, "check.onePage": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper: maxPagesToVisit = undefined (expected lte 3)", "timestamp": "2026-09-29T04:06:11.366Z", "metadata": {} }, "check.promptGiven": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): prompt", "timestamp": "2026-09-29T04:06:11.321Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-09-29T04:06:11.284Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:06:11.197Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-09-29T04:06:11.111Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "onePage" ], "judgeComment": "PASS: The agent produced a comprehensive table of 35 Actors with name, description, rating, and number of users, all drawn from the scraped data of the single Apify Store page as requested." }, { "scenarioId": "ai-web-scraper-discovery-climate-articles-three-sites", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:05:35.518Z", "day": "2026-09-29", "traceId": "5ea752da0ec655546a693c7492acc9ec", "observationId": "c9a428e7fa0c2875", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5ea752da0ec655546a693c7492acc9ec?observation=c9a428e7fa0c2875", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "find", "title": "ai-web / find / climate-articles-three-sites", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run k6V47Q18BSCnq6Lnb (apify/ai-web-scraper) FAILED", "timestamp": "2026-09-29T04:15:53.572Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:15:53.483Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first ai-web-scraper call used extractionMode='scout' which requires sitemaps and failed on Reuters (run k6V47Q18BSCnq6Lnb FAILED: 'Sitemap found, but no relevant pages matched'); the correct mode for extracting structured data from known listing pages is 'single' or 'agentic'. Using the wrong mode flag caused a wasted run and cascading recovery attempts that exhausted the turn budget.", "timestamp": "2026-09-29T04:15:53.448Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never delivered a final answer with article counts per site and three examples; it ran out of turns mid-search and the last message is an incomplete transition statement, not a report.", "timestamp": "2026-09-29T04:15:53.414Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 14 tool calls: ran automation-lab/news-article-extractor (wrong actor, 0 items), then two separate ai-web-scraper runs with different modes, plus two extra searches after getting partial results, making the path unnecessarily long.", "timestamp": "2026-09-29T04:15:53.373Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "After the scout-mode run FAILED with a Reuters sitemap error, the agent correctly switched to single-page mode; however after getting only 2 items with incomplete data it ran out of turns searching for yet another actor rather than adjusting the prompt or using agentic mode.", "timestamp": "2026-09-29T04:15:53.340Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and correctly observed that BBC returned a 404 and Guardian returned article titles without clean author/date data; it did not invent results and acknowledged the partial failure.", "timestamp": "2026-09-29T04:15:53.266Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "For the first ai-web-scraper run the agent used 'scout' mode which requires sitemaps and failed on Reuters; the second run used 'single' mode which is correct for extracting from known listing pages, but the prompt asked for author/byline which single-page mode on listing pages cannot reliably return.", "timestamp": "2026-09-29T04:15:53.195Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent eventually found and used apify/ai-web-scraper (the correct no-code AI scraper), satisfying the rightActor check, though it first wasted a run on automation-lab/news-article-extractor which returned 0 items.", "timestamp": "2026-09-29T04:15:53.117Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run k6V47Q18BSCnq6Lnb (apify/ai-web-scraper) FAILED", "timestamp": "2026-09-29T04:08:43.642Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor", "timestamp": "2026-09-29T04:08:43.606Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: maxPagesToVisit = undefined (expected lte 20)", "timestamp": "2026-09-29T04:08:43.568Z", "metadata": {} }, "check.promptGiven": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: prompt = undefined (expected exists undefined)", "timestamp": "2026-09-29T04:08:43.531Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper run k6V47Q18BSCnq6Lnb: FAILED", "timestamp": "2026-09-29T04:08:43.420Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/ai-web-scraper\"", "timestamp": "2026-09-29T04:08:43.382Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-09-29T04:08:43.297Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pageCap", "promptGiven", "ranOk", "namedActor" ], "judgeComment": null }, { "scenarioId": "zillow-zip-search-usage-scottsdale", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:05:48.179Z", "day": "2026-09-29", "traceId": "f8a4bf4f342cb4950fc0d1864033a2f7", "observationId": "d917ea06866e3111", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f8a4bf4f342cb4950fc0d1864033a2f7?observation=d917ea06866e3111", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "use", "title": "zillow-zip-search / use / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported 10 homes retrieved and identified the cheapest property (3600 N HAYDEN Road #2509, Scottsdale, AZ 85251 at $299,000), fulfilling all task requirements.", "timestamp": "2026-09-29T04:15:46.636Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported 10 homes retrieved and identified the cheapest property (3600 N HAYDEN Road #2509, Scottsdale, AZ 85251 at $299,000), fulfilling all task requirements.", "timestamp": "2026-09-29T04:15:46.599Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-29T04:15:46.555Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:15:46.492Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor used, all required boolean flags set, results properly retrieved and utilized, efficient 3-call plan, and complete accurate answer provided.", "timestamp": "2026-09-29T04:15:46.446Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-29T04:15:46.384Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported 10 homes retrieved and identified the cheapest property (3600 N HAYDEN Road #2509, Scottsdale, AZ 85251 at $299,000), fulfilling all task requirements.", "timestamp": "2026-09-29T04:15:46.336Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve results — no redundant calls.", "timestamp": "2026-09-29T04:15:46.300Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and correctly identified the cheapest property (3600 N HAYDEN Road #2509 at $299,000) directly from the returned data, confirmed by the grounded check passing.", "timestamp": "2026-09-29T04:15:46.259Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set zipCodes=['85251'], priceMax=800000, forSaleByAgent=true, forSaleByOwner=false, forRent=false, sold=false, resultsLimit=10 — all required fields correctly populated including the four boolean flags.", "timestamp": "2026-09-29T04:15:46.221Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-29T04:15:46.166Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:06:24.972Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-09-29T04:06:24.907Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-09-29T04:06:24.870Z", "metadata": {} }, "check.tenResults": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-29T04:06:24.820Z", "metadata": {} }, "check.priceCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): priceMax", "timestamp": "2026-09-29T04:06:24.787Z", "metadata": {} }, "check.requiredFlags": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-09-29T04:06:24.743Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:06:24.703Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/zillow-zip-search", "timestamp": "2026-09-29T04:06:24.623Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{1,3},\\d{3}/", "timestamp": "2026-09-29T04:06:24.543Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent correctly reported 10 homes retrieved and identified the cheapest property (3600 N HAYDEN Road #2509, Scottsdale, AZ 85251 at $299,000), fulfilling all task requirements." }, { "scenarioId": "zillow-zip-search-discovery-scottsdale", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:05:52.638Z", "day": "2026-09-29", "traceId": "9dec464a304f95f494a41c72f5e6aea2", "observationId": "ef041fcc57882ce7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9dec464a304f95f494a41c72f5e6aea2?observation=ef041fcc57882ce7", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "find", "title": "zillow-zip-search / find / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer lists exactly 10 homes in ZIP 85251 with addresses and prices all under $800,000, sourced from real scraped data, and ends with 'Actor: maxcopell/zillow-zip-search' as required.", "timestamp": "2026-09-29T04:15:47.043Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer lists exactly 10 homes in ZIP 85251 with addresses and prices all under $800,000, sourced from real scraped data, and ends with 'Actor: maxcopell/zillow-zip-search' as required.", "timestamp": "2026-09-29T04:15:47.004Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: maxcopell/zillow-zip-search", "timestamp": "2026-09-29T04:15:46.964Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-29T04:15:46.909Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:15:46.869Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered, ran, and reported results from maxcopell/zillow-zip-search with proper inputs and output utilization.", "timestamp": "2026-09-29T04:15:46.827Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer lists exactly 10 homes in ZIP 85251 with addresses and prices all under $800,000, sourced from real scraped data, and ends with 'Actor: maxcopell/zillow-zip-search' as required.", "timestamp": "2026-09-29T04:15:46.791Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used two search-actors calls (one generic, one Zillow-specific), then one call-actor and one get-dataset-items — a reasonably direct path with only minor redundancy in the initial search.", "timestamp": "2026-09-29T04:15:46.746Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items using get-dataset-items and directly used the returned addresses and prices in the final answer, matching the tool output exactly.", "timestamp": "2026-09-29T04:15:46.666Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called maxcopell/zillow-zip-search with zipCodes=['85251'], priceMax=800000, forSaleByAgent=true, forSaleByOwner=true, forRent=false, sold=false, resultsLimit=10 — all required fields were provided and correctly set for the task.", "timestamp": "2026-09-29T04:15:46.631Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for Zillow actors and correctly identified maxcopell/zillow-zip-search as the ideal tool for ZIP code-based property searches, which matches the intended subject.", "timestamp": "2026-09-29T04:15:46.589Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:06:32.605Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-29T04:06:32.558Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:06:32.518Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"maxcopell/zillow\"", "timestamp": "2026-09-29T04:06:32.422Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/zillow-zip-search", "timestamp": "2026-09-29T04:06:32.343Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer lists exactly 10 homes in ZIP 85251 with addresses and prices all under $800,000, sourced from real scraped data, and ends with 'Actor: maxcopell/zillow-zip-search' as required." }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:06:03.221Z", "day": "2026-09-29", "traceId": "3c543cafee93f872661e39690007fd11", "observationId": "8076acdaebf215b2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3c543cafee93f872661e39690007fd11?observation=8076acdaebf215b2", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 2 numbers not in Actor output: 266,679", "timestamp": "2026-09-29T04:15:44.507Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 2 numbers not in Actor output: 266,679", "timestamp": "2026-09-29T04:15:44.430Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-29T04:15:44.390Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:15:44.353Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 2 numbers not in Actor output: 266,679", "timestamp": "2026-09-29T04:15:44.317Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-09-29T04:15:44.283Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent provided follower count and average likes per post and an interpretation sentence, but the grounded check FAIL confirms the average likes figure (266,679) was not correctly derived from the retrieved data, making the answer partially incorrect.", "timestamp": "2026-09-29T04:15:44.240Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran two parallel Actor calls (details + posts) and then two targeted dataset fetches, which is a direct and efficient approach.", "timestamp": "2026-09-29T04:15:44.202Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first run (details) returned 0 items initially but the agent correctly fetched the dataset and retrieved the follower count successfully; no unrecovered errors occurred.", "timestamp": "2026-09-29T04:15:44.166Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved follower count (104,328,771) from the profile dataset and likes data from the posts dataset, but the grounded check FAIL indicates the average likes figure of 266,679 does not match the actual data — the 20 post likes values visible in the preview sum to approximately 5,073,326 across 19 items shown, giving an average closer to ~267,017, yet the harness flagged 266,679 as not grounded in Actor output, suggesting the agent's calculation was slightly off or used a different subset.", "timestamp": "2026-09-29T04:15:44.128Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used correct inputs: resultsType='details' for profile and resultsType='posts' with resultsLimit=20 for posts, both with the correct directUrls pointing to instagram.com/nasa/.", "timestamp": "2026-09-29T04:15:44.090Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used apify/instagram-scraper for both profile details and posts, which is the intended Actor for this task.", "timestamp": "2026-09-29T04:15:44.047Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:07:26.835Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-09-29T04:07:26.800Z", "metadata": {} }, "check.followers": { "value": 1, "stringValue": null, "comment": "PASS: followersCount within 2%", "timestamp": "2026-09-29T04:07:26.767Z", "metadata": {} }, "check.grounded": { "value": 0.5, "stringValue": null, "comment": "FAIL: 1 of 2 numbers not in Actor output: 266,679", "timestamp": "2026-09-29T04:07:26.729Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): directUrls[0]", "timestamp": "2026-09-29T04:07:26.692Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:07:26.657Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-09-29T04:07:26.619Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-09-29T04:07:26.578Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 2 numbers not in Actor output: 266,679" }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:06:11.531Z", "day": "2026-09-29", "traceId": "9942e7babd9413966fde6c965dac011f", "observationId": "ab929869ef9350b6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9942e7babd9413966fde6c965dac011f?observation=ab929869ef9350b6", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-09-29T04:15:37.765Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-09-29T04:15:37.681Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/instagram-post-scraper", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-09-29T04:15:37.644Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-29T04:15:37.578Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:15:37.539Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-09-29T04:15:37.495Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent used the wrong actor (apify/instagram-post-scraper instead of apify/instagram-scraper) and retrieved only 2 posts instead of 3, so the task was not fully completed as specified.", "timestamp": "2026-09-29T04:15:37.455Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: search, fetch details, run actor, get results — no unnecessary repetition or detours.", "timestamp": "2026-09-29T04:15:37.415Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and reported the actual count (2) returned by the actor rather than inventing a number, correctly reflecting the dataset contents.", "timestamp": "2026-09-29T04:15:37.379Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=['nasa'] and resultsLimit=3 to the actor, which are well-formed inputs matching the schema; the limit was correctly set to 3.", "timestamp": "2026-09-29T04:15:37.340Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items which are appropriate tools, but selected apify/instagram-post-scraper instead of the intended apify/instagram-scraper — the rightActor check is already marked FAIL.", "timestamp": "2026-09-29T04:15:37.264Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:06:49.932Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-29T04:06:49.897Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:06:49.856Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-09-29T04:06:49.816Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-09-29T04:06:49.774Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/instagram-post-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper" }, { "scenarioId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:06:24.999Z", "day": "2026-09-29", "traceId": "5f5969bfd6e413cfb2ee22760216f4cc", "observationId": "eeac73406e56e92d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5f5969bfd6e413cfb2ee22760216f4cc?observation=eeac73406e56e92d", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "use", "title": "instagram-reel / use / natgeo-skip-pinned", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check items: 10 items, expected at most 3", "timestamp": "2026-09-29T04:15:37.246Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check items: 10 items, expected at most 3", "timestamp": "2026-09-29T04:15:37.159Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-29T04:15:37.123Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-29T04:15:37.084Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check items: 10 items, expected at most 3", "timestamp": "2026-09-29T04:15:37.042Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-29T04:15:37.002Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 3 reels with correct captions, play counts, and durations grounded in real data, but fetched 10 items instead of limiting to 3, meaning the 'most recent 3' may not be correctly ordered/selected since the dataset wasn't sorted by timestamp before limiting — however the agent did retrieve the top 3 by offset=0 and the data appears grounded.", "timestamp": "2026-09-29T04:15:36.963Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used a logical 3-step sequence (fetch schema, run actor, get items) with no redundant calls.", "timestamp": "2026-09-29T04:15:36.925Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check is PASS — all 12 numbers in the final answer were found in the Actor output, confirming the agent used real retrieved data.", "timestamp": "2026-09-29T04:15:36.886Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent set username=['natgeo'] and skipPinnedPosts=true correctly, but set resultsLimit=10 instead of 3 as required by the task; the deterministic check threeReels is marked FAIL.", "timestamp": "2026-09-29T04:15:36.767Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with apify/instagram-reel-scraper, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-09-29T04:15:36.679Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:07:24.089Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: items", "timestamp": "2026-09-29T04:07:24.052Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 12 numbers found in Actor output", "timestamp": "2026-09-29T04:07:24.013Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 10 items, expected at most 3", "timestamp": "2026-09-29T04:07:23.976Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-09-29T04:07:23.938Z", "metadata": {} }, "check.threeReels": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/instagram-reel-scraper: resultsLimit = 10 (expected lte 3)", "timestamp": "2026-09-29T04:07:23.903Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-09-29T04:07:23.864Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:07:23.793Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-09-29T04:07:23.708Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "threeReels" ], "judgeComment": "FAIL: check items: 10 items, expected at most 3" }, { "scenarioId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:06:32.638Z", "day": "2026-09-29", "traceId": "542bcce553749bd0dc77f5b65c9ee7a7", "observationId": "c9f204ceef566f55", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/542bcce553749bd0dc77f5b65c9ee7a7?observation=c9f204ceef566f55", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "find", "title": "instagram-reel / find / natgeo-reels-shares", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-09-29T04:15:38.619Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-09-29T04:15:38.323Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-reel-scraper", "timestamp": "2026-09-29T04:15:38.223Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-29T04:15:38.029Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-29T04:15:37.993Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The agent retrieved the full dataset (77.8KB file) but failed to find and extract the sharesCount field from the items. The first get-dataset-items call used fields='caption,videoPlayCount,sharesCount' but the result showed no sharesCount in the preview, and when the agent read the full file it did not search for sharesCount, instead incorrectly concluding the feature requires a paid tier upgrade.", "timestamp": "2026-09-29T04:15:37.951Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported captions and play counts correctly from retrieved data, but failed to report share counts despite the actor run succeeding with includeSharesCount=true; the agent incorrectly claimed shares data was unavailable due to paid tier restrictions, when in fact the run succeeded and the data should have been in the dataset.", "timestamp": "2026-09-29T04:15:37.914Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made a reasonable sequence of calls: search, fetch details, call actor, get dataset items with fields, then get full dataset when sharesCount was missing from the projected fields - this extra call was necessary and not wasteful.", "timestamp": "2026-09-29T04:15:37.879Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual captions and videoPlayCount values retrieved from the dataset (e.g., 'Take a few seconds to relax in the prairie grass 🌼', play count 555,684) rather than inventing data.", "timestamp": "2026-09-29T04:15:37.843Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with username=['natgeo'], resultsLimit=3, and includeSharesCount=true, which are all correct inputs matching the task requirements, confirmed by sharesFlag: PASS.", "timestamp": "2026-09-29T04:15:37.804Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-reel-scraper, the intended actor for scraping Instagram Reels, confirmed by the deterministic check rightActor: PASS.", "timestamp": "2026-09-29T04:15:37.766Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:07:39.605Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-29T04:07:39.566Z", "metadata": {} }, "check.sharesFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeSharesCount", "timestamp": "2026-09-29T04:07:39.521Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:07:39.482Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-reel-scraper\"", "timestamp": "2026-09-29T04:07:39.400Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-09-29T04:07:39.320Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-usage-natgeo-about-section", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:06:48.489Z", "day": "2026-09-29", "traceId": "3f2bf611b36028e585d4d83bd3bf87ca", "observationId": "a6868f189170e947", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3f2bf611b36028e585d4d83bd3bf87ca?observation=a6868f189170e947", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "use", "title": "instagram-profile / use / natgeo-about-section", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-09-29T04:15:30.637Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-09-29T04:15:30.554Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-29T04:15:30.480Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-29T04:15:30.440Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The includeAboutSection parameter was correctly set to true, but the returned dataset fields did not include a country field (not present in the 75 fields listed in the run result), so the agent could not report the country. The Actor's about section data either wasn't returned or the country field was absent from the output schema, preventing task completion.", "timestamp": "2026-09-29T04:15:30.391Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-29T04:15:30.352Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported the bio's first sentence and business account status correctly from retrieved data, but could not provide the country because the data was not present in the scraped output despite includeAboutSection being enabled - the task asked for country information which was not delivered.", "timestamp": "2026-09-29T04:15:30.280Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made an extra get-dataset-items call (fetching the full clean dataset after already getting the needed fields) which was somewhat redundant, but it was used to look for country data, making it reasonably justified.", "timestamp": "2026-09-29T04:15:30.236Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the biography 'Step into wonder and find your inner explorer with National Geographic 🌎' and isBusinessAccount=true from the retrieved dataset items, not invented.", "timestamp": "2026-09-29T04:15:30.165Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with usernames=['natgeo'] and includeAboutSection=true, which are the correct inputs per the schema and task requirements.", "timestamp": "2026-09-29T04:15:30.105Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items tools with the apify/instagram-profile-scraper actor as specified in the task.", "timestamp": "2026-09-29T04:15:30.057Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:07:42.778Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-29T04:07:42.739Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-09-29T04:07:42.700Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-09-29T04:07:42.660Z", "metadata": {} }, "check.aboutSection": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeAboutSection", "timestamp": "2026-09-29T04:07:42.619Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): usernames[0]", "timestamp": "2026-09-29T04:07:42.581Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:07:42.541Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-09-29T04:07:42.472Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-discovery-natgeo-verified", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:06:49.980Z", "day": "2026-09-29", "traceId": "99eac69af211ccf9d8f9dd66cc2c59cd", "observationId": "c38f123a175fbe3b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/99eac69af211ccf9d8f9dd66cc2c59cd?observation=c38f123a175fbe3b", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "find", "title": "instagram-profile / find / natgeo-verified", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer correctly reports @natgeo is verified, quotes the bio from retrieved data, and ends with 'Actor: apify/instagram-profile-scraper' as required.", "timestamp": "2026-09-29T04:15:26.464Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer correctly reports @natgeo is verified, quotes the bio from retrieved data, and ends with 'Actor: apify/instagram-profile-scraper' as required.", "timestamp": "2026-09-29T04:15:26.415Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-profile-scraper", "timestamp": "2026-09-29T04:15:26.361Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-29T04:15:26.320Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:15:26.274Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered, ran, and utilized apify/instagram-profile-scraper to answer the question accurately.", "timestamp": "2026-09-29T04:15:26.228Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer correctly reports @natgeo is verified, quotes the bio from retrieved data, and ends with 'Actor: apify/instagram-profile-scraper' as required.", "timestamp": "2026-09-29T04:15:26.187Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls in a logical sequence: search, fetch details, call actor, poll run, get dataset items — a direct and efficient path with no redundant steps.", "timestamp": "2026-09-29T04:15:26.051Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved verified=true and biography='Step into wonder and find your inner explorer with National Geographic 🌎' from the dataset and reported them directly in the final answer.", "timestamp": "2026-09-29T04:15:25.836Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-profile-scraper with {\"usernames\": [\"natgeo\"]}, which matches the required input schema field 'usernames' as an array.", "timestamp": "2026-09-29T04:15:25.657Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for Instagram actors, found apify/instagram-profile-scraper (the correct tool for profile info), fetched its details, and ran it — all appropriate tool choices.", "timestamp": "2026-09-29T04:15:25.593Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:07:44.928Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-29T04:07:44.892Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:07:44.850Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-profile-scraper\"", "timestamp": "2026-09-29T04:07:44.803Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-09-29T04:07:44.756Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer correctly reports @natgeo is verified, quotes the bio from retrieved data, and ends with 'Actor: apify/instagram-profile-scraper' as required." }, { "scenarioId": "instagram-post-scraper-usage-natgeo-three-posts", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:07:24.123Z", "day": "2026-09-29", "traceId": "d58cd1a16532e7f971913582f30f29cf", "observationId": "4944297d4c72bbd4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d58cd1a16532e7f971913582f30f29cf?observation=4944297d4c72bbd4", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "use", "title": "instagram-post / use / natgeo-three-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported the first sentence of each caption and the like count for all 3 most recent non-pinned posts from @natgeo, grounded in retrieved data.", "timestamp": "2026-09-29T04:15:25.570Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported the first sentence of each caption and the like count for all 3 most recent non-pinned posts from @natgeo, grounded in retrieved data.", "timestamp": "2026-09-29T04:15:25.534Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-29T04:15:25.492Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:15:25.456Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, provided correct inputs, utilized retrieved data accurately, and delivered a complete and grounded answer.", "timestamp": "2026-09-29T04:15:25.413Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-29T04:15:25.371Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported the first sentence of each caption and the like count for all 3 most recent non-pinned posts from @natgeo, grounded in retrieved data.", "timestamp": "2026-09-29T04:15:25.330Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve items — no redundant steps.", "timestamp": "2026-09-29T04:15:25.293Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 8 numbers (like counts) in the final answer were found in the Actor output, and captions match the dataset items retrieved.", "timestamp": "2026-09-29T04:15:25.255Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=['natgeo'], resultsLimit=3, skipPinnedPosts=true, and dataDetailLevel='basicData', all of which are correct and well-formed per the input schema.", "timestamp": "2026-09-29T04:15:25.217Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-29T04:15:25.171Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:08:03.556Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-29T04:08:03.514Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 8 numbers found in Actor output", "timestamp": "2026-09-29T04:08:03.478Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-09-29T04:08:03.439Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-09-29T04:08:03.401Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-09-29T04:08:03.352Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-09-29T04:08:03.306Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:08:03.218Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-09-29T04:08:03.120Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent correctly reported the first sentence of each caption and the like count for all 3 most recent non-pinned posts from @natgeo, grounded in retrieved data." }, { "scenarioId": "instagram-post-scraper-discovery-natgeo-latest-post", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:07:26.869Z", "day": "2026-09-29", "traceId": "9855df39eea409f1b205738947089e37", "observationId": "8afdfd678e7fa68c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9855df39eea409f1b205738947089e37?observation=8afdfd678e7fa68c", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "find", "title": "instagram-post / find / natgeo-latest-post", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence of the caption ('Presented by @Rolex.') and the comment count (496), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data.", "timestamp": "2026-09-29T04:15:24.609Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence of the caption ('Presented by @Rolex.') and the comment count (496), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data.", "timestamp": "2026-09-29T04:15:24.573Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-09-29T04:15:24.538Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-29T04:15:24.500Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:15:24.465Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent correctly discovered, ran, and utilized apify/instagram-post-scraper to answer the task fully.", "timestamp": "2026-09-29T04:15:24.421Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence of the caption ('Presented by @Rolex.') and the comment count (496), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data.", "timestamp": "2026-09-29T04:15:24.387Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search, fetch details, run actor, get dataset — a direct and efficient path with no redundant steps.", "timestamp": "2026-09-29T04:15:24.347Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The initial run result showed itemCount=0 in the preview, but the agent correctly followed the nextStep instruction to fetch dataset items and successfully retrieved 1 item.", "timestamp": "2026-09-29T04:15:24.307Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual retrieved data from the dataset (caption and commentsCount=496) to form its answer, not invented values.", "timestamp": "2026-09-29T04:15:24.268Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-post-scraper with username=['natgeo'], resultsLimit=1, and dataDetailLevel='detailedData', which are well-formed and appropriate inputs to get the most recent post.", "timestamp": "2026-09-29T04:15:24.224Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for Instagram post scrapers, found apify/instagram-post-scraper, fetched its details, ran it, and retrieved dataset items — all appropriate tools for the task.", "timestamp": "2026-09-29T04:15:24.174Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:08:18.538Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-29T04:08:18.490Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:08:18.449Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-post-scraper\"", "timestamp": "2026-09-29T04:08:18.410Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-09-29T04:08:18.375Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence of the caption ('Presented by @Rolex.') and the comment count (496), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data." }, { "scenarioId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:07:39.642Z", "day": "2026-09-29", "traceId": "6a4032129b9709060f6b8e7de434d2e1", "observationId": "e7255e0684466a08", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6a4032129b9709060f6b8e7de434d2e1?observation=e7255e0684466a08", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "use", "title": "instagram-hashtag / use / nasa-keyword-reels", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 5 reels with the first sentence of each caption and like counts (including correct handling of hidden likes as -1), fully satisfying the task requirements.", "timestamp": "2026-09-29T04:15:19.656Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 5 reels with the first sentence of each caption and like counts (including correct handling of hidden likes as -1), fully satisfying the task requirements.", "timestamp": "2026-09-29T04:15:19.622Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-29T04:15:19.565Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:15:19.529Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the correct actor, provided well-formed inputs, retrieved and used real data, handled the item-count lag gracefully, and delivered a complete grounded answer.", "timestamp": "2026-09-29T04:15:19.490Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-29T04:15:19.454Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 5 reels with the first sentence of each caption and like counts (including correct handling of hidden likes as -1), fully satisfying the task requirements.", "timestamp": "2026-09-29T04:15:19.421Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve results — no redundant calls.", "timestamp": "2026-09-29T04:15:19.379Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The tool result preview showed itemCount=0 with a lag warning, and the agent correctly followed the nextStep instruction to fetch dataset items rather than concluding no data was returned.", "timestamp": "2026-09-29T04:15:19.343Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 8 numbers in the final answer were found in the Actor output, and captions match the dataset items retrieved.", "timestamp": "2026-09-29T04:15:19.306Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input correctly set hashtags=[\"nasa\"], keywordSearch=true, resultsType=\"reels\", and resultsLimit=5, matching all deterministic checks that passed.", "timestamp": "2026-09-29T04:15:19.267Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-29T04:15:19.227Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:08:17.170Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-29T04:08:17.139Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 8 numbers found in Actor output", "timestamp": "2026-09-29T04:08:17.101Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-09-29T04:08:17.056Z", "metadata": {} }, "check.fiveResults": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-09-29T04:08:17.015Z", "metadata": {} }, "check.reelsType": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsType", "timestamp": "2026-09-29T04:08:16.978Z", "metadata": {} }, "check.keywordMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): keywordSearch", "timestamp": "2026-09-29T04:08:16.942Z", "metadata": {} }, "check.keywordInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): hashtags[0]", "timestamp": "2026-09-29T04:08:16.899Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:08:16.844Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-09-29T04:08:16.801Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 5 reels with the first sentence of each caption and like counts (including correct handling of hidden likes as -1), fully satisfying the task requirements." }, { "scenarioId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:07:42.811Z", "day": "2026-09-29", "traceId": "3799c10cccc2e2459977d791cfe12334", "observationId": "61f65074d03c3527", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3799c10cccc2e2459977d791cfe12334?observation=61f65074d03c3527", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "find", "title": "instagram-hashtag / find / nasa-hashtag", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used data-slayer/instagram-hashtag-posts-reels-scraper-no-login; expected apify/instagram-hashtag-scraper", "timestamp": "2026-09-29T04:15:17.381Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used data-slayer/instagram-hashtag-posts-reels-scraper-no-login; expected apify/instagram-hashtag-scraper", "timestamp": "2026-09-29T04:15:17.304Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "data-slayer/instagram-hashtag-posts-reels-scraper-no-login", "comment": "Actors the agent ran: data-slayer/instagram-hashtag-posts-reels-scraper-no-login", "timestamp": "2026-09-29T04:15:17.254Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-29T04:15:17.219Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-29T04:15:17.181Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used data-slayer/instagram-hashtag-posts-reels-scraper-no-login; expected apify/instagram-hashtag-scraper", "timestamp": "2026-09-29T04:15:17.143Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 5 real Instagram posts tagged #nasa with account names and post descriptions grounded in retrieved data, and ended with the actor name line as required, though it used the wrong actor (data-slayer instead of apify/instagram-hashtag-scraper).", "timestamp": "2026-09-29T04:15:17.105Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: search, fetch details, run actor, get results — no redundant steps.", "timestamp": "2026-09-29T04:15:17.069Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly used the returned usernames and captions (e.g., @hassanbajwa, @nasa_marshall) in its final answer, not inventing data.", "timestamp": "2026-09-29T04:15:17.036Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with {hashtag: 'nasa', maxResults: 5, mode: 'basic'} which matches the required input schema and correctly targets the task.", "timestamp": "2026-09-29T04:15:16.973Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors to find an Instagram hashtag scraper, then selected data-slayer/instagram-hashtag-posts-reels-scraper-no-login instead of the intended apify/instagram-hashtag-scraper; the rightActor check is FAIL, but the chosen actor is functionally appropriate for the task (scraping Instagram posts by hashtag).", "timestamp": "2026-09-29T04:15:16.936Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:08:29.476Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-29T04:08:29.441Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:08:29.394Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-hashtag-scraper\"", "timestamp": "2026-09-29T04:08:29.325Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used data-slayer/instagram-hashtag-posts-reels-scraper-no-login; expected apify/instagram-hashtag-scraper", "timestamp": "2026-09-29T04:08:29.232Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "data-slayer/instagram-hashtag-posts-reels-scraper-no-login", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used data-slayer/instagram-hashtag-posts-reels-scraper-no-login; expected apify/instagram-hashtag-scraper" }, { "scenarioId": "facebook-posts-scraper-usage-nasa-engagement", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:07:44.963Z", "day": "2026-09-29", "traceId": "aa4f3e2920b2f865f7c34272fd3aa654", "observationId": "0c1a23e8b2d03548", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/aa4f3e2920b2f865f7c34272fd3aa654?observation=0c1a23e8b2d03548", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "use", "title": "facebook-posts / use / nasa-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence and reactions count for all 5 posts, grounded in retrieved data, fulfilling the task completely.", "timestamp": "2026-09-29T04:15:13.777Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence and reactions count for all 5 posts, grounded in retrieved data, fulfilling the task completely.", "timestamp": "2026-09-29T04:15:13.742Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-29T04:15:13.707Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:15:13.670Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected tools, formed valid inputs, utilized retrieved data, and delivered a complete grounded answer.", "timestamp": "2026-09-29T04:15:13.632Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-29T04:15:13.597Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence and reactions count for all 5 posts, grounded in retrieved data, fulfilling the task completely.", "timestamp": "2026-09-29T04:15:13.546Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run actor, retrieve dataset items — no redundant calls.", "timestamp": "2026-09-29T04:15:13.506Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly quoted post text and topReactionsCount values from the tool results in its final answer.", "timestamp": "2026-09-29T04:15:13.442Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with startUrls set to https://www.facebook.com/NASA and resultsLimit set to 5, matching the task requirements perfectly.", "timestamp": "2026-09-29T04:15:13.391Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-29T04:15:13.355Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:08:16.387Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-29T04:08:16.351Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-09-29T04:08:16.321Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-09-29T04:08:16.282Z", "metadata": {} }, "check.fivePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-09-29T04:08:16.234Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-09-29T04:08:16.188Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:08:16.150Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-09-29T04:08:16.072Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{2,}/", "timestamp": "2026-09-29T04:08:15.916Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence and reactions count for all 5 posts, grounded in retrieved data, fulfilling the task completely." }, { "scenarioId": "facebook-posts-scraper-discovery-nasa-page", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:08:03.595Z", "day": "2026-09-29", "traceId": "a0f99a5da84b31629ad67124bd94ab1e", "observationId": "37cd51a8b9cace7a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a0f99a5da84b31629ad67124bd94ab1e?observation=37cd51a8b9cace7a", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "find", "title": "facebook-posts / find / nasa-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent provided all 5 posts with their text content and reaction counts (likes field), and ended with exactly 'Actor: apify/facebook-posts-scraper' as required.", "timestamp": "2026-09-29T04:15:15.871Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent provided all 5 posts with their text content and reaction counts (likes field), and ended with exactly 'Actor: apify/facebook-posts-scraper' as required.", "timestamp": "2026-09-29T04:15:15.832Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/facebook-posts-scraper", "timestamp": "2026-09-29T04:15:15.772Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-29T04:15:15.736Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:15:15.698Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent found the right actor, used correct inputs, retrieved and utilized real data, and delivered a complete answer fulfilling all task requirements.", "timestamp": "2026-09-29T04:15:15.657Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent provided all 5 posts with their text content and reaction counts (likes field), and ended with exactly 'Actor: apify/facebook-posts-scraper' as required.", "timestamp": "2026-09-29T04:15:15.622Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: search, fetch details, run actor, get results — a direct and efficient path with no redundant calls.", "timestamp": "2026-09-29T04:15:15.588Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly used the text, time, and likes fields from the actual dataset results to populate the final answer, matching the preview data exactly.", "timestamp": "2026-09-29T04:15:15.553Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct startUrls with NASA's Facebook URL and set resultsLimit to 5, matching the task requirements and the actor's input schema.", "timestamp": "2026-09-29T04:15:15.512Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/facebook-posts-scraper, the intended actor for scraping Facebook page posts, confirmed by the deterministic rightActor check passing.", "timestamp": "2026-09-29T04:15:15.456Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:08:43.961Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-29T04:08:43.922Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:08:43.883Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-posts-scraper\"", "timestamp": "2026-09-29T04:08:43.844Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-09-29T04:08:43.801Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent provided all 5 posts with their text content and reaction counts (likes field), and ended with exactly 'Actor: apify/facebook-posts-scraper' as required." }, { "scenarioId": "facebook-groups-scraper-usage-recent-activity", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:08:16.423Z", "day": "2026-09-29", "traceId": "02d28d4e81a859af848f080f3bb6787d", "observationId": "f105690954d4ec70", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/02d28d4e81a859af848f080f3bb6787d?observation=f105690954d4ec70", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "use", "title": "facebook-groups / use / recent-activity", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 5 numbers not in Actor output: 200", "timestamp": "2026-09-29T04:15:10.493Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 5 numbers not in Actor output: 200", "timestamp": "2026-09-29T04:15:10.412Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-29T04:15:10.372Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:15:10.330Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 5 numbers not in Actor output: 200", "timestamp": "2026-09-29T04:15:10.274Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-29T04:15:10.231Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported all 3 posts with text and comment counts drawn from real data, but introduced the fabricated claim of '200+' members which the grounded check confirms was not in the Actor output, partially undermining the grounded accuracy of the answer.", "timestamp": "2026-09-29T04:15:10.187Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, call actor, get dataset items — no unnecessary repetition.", "timestamp": "2026-09-29T04:15:10.149Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The initial run preview showed 0 items, and the agent correctly followed the hint to fetch the dataset anyway, successfully retrieving the 3 items.", "timestamp": "2026-09-29T04:15:10.111Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved the dataset items and reported the actual text and commentsCount fields from the data; however, it described Post 1 as having '200+ new member names' when the grounded check flags that the number '200' was not in the Actor output, indicating a minor fabrication in the summary description.", "timestamp": "2026-09-29T04:15:10.072Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with startUrls set to the correct group URL, resultsLimit=3, and viewOption='RECENT_ACTIVITY', all matching the task requirements.", "timestamp": "2026-09-29T04:15:10.037Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-29T04:15:09.997Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:09:02.991Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-09-29T04:09:02.950Z", "metadata": {} }, "check.grounded": { "value": 0.8, "stringValue": null, "comment": "FAIL: 1 of 5 numbers not in Actor output: 200", "timestamp": "2026-09-29T04:09:02.916Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-09-29T04:09:02.878Z", "metadata": {} }, "check.sortOrder": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): viewOption", "timestamp": "2026-09-29T04:09:02.842Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-09-29T04:09:02.803Z", "metadata": {} }, "check.groupUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-09-29T04:09:02.766Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:09:02.688Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-09-29T04:09:02.601Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 5 numbers not in Actor output: 200" }, { "scenarioId": "facebook-groups-scraper-discovery-public-group-posts", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:08:17.214Z", "day": "2026-09-29", "traceId": "2569f25ce158b191d7b71a272cc40e34", "observationId": "07fd364a0cbf4c68", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2569f25ce158b191d7b71a272cc40e34?observation=07fd364a0cbf4c68", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "find", "title": "facebook-groups / find / public-group-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used thedoor/facebook-group-post-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-09-29T04:15:06.186Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used thedoor/facebook-group-post-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-09-29T04:15:06.098Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "thedoor/facebook-group-post-scraper", "comment": "Actors the agent ran: thedoor/facebook-group-post-scraper", "timestamp": "2026-09-29T04:15:06.064Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-29T04:15:06.029Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:15:05.988Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used thedoor/facebook-group-post-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-09-29T04:15:05.950Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported on 3 posts with real data from the retrieved dataset, but used the wrong actor (thedoor/facebook-group-post-scraper instead of apify/facebook-groups-scraper) and the final line names the wrong actor, failing the namedActor check.", "timestamp": "2026-09-29T04:15:05.914Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls in a logical sequence: search, fetch details, run actor, get results — no redundant steps.", "timestamp": "2026-09-29T04:15:05.875Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved real dataset items showing welcome posts with member names and timestamps, and accurately summarized them in the final answer.", "timestamp": "2026-09-29T04:15:05.835Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with the correct group URL, maxPosts:3, sortingOrder:'newest_posts', and other sensible parameters matching the input schema.", "timestamp": "2026-09-29T04:15:05.789Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items which are appropriate tools for the task, but selected thedoor/facebook-group-post-scraper instead of the intended apify/facebook-groups-scraper (rightActor check FAIL).", "timestamp": "2026-09-29T04:15:05.757Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:08:48.881Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-29T04:08:48.842Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:08:48.809Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-groups-scraper\"", "timestamp": "2026-09-29T04:08:48.770Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used thedoor/facebook-group-post-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-09-29T04:08:48.729Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "thedoor/facebook-group-post-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used thedoor/facebook-group-post-scraper; expected apify/facebook-groups-scraper" }, { "scenarioId": "facebook-ads-scraper-usage-nike-last-30-days", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:08:18.574Z", "day": "2026-09-29", "traceId": "c01ab1209750f439b69f13c3430dfec5", "observationId": "1be29c5b4b8e1a2b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c01ab1209750f439b69f13c3430dfec5?observation=1be29c5b4b8e1a2b", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "use", "title": "facebook-ads / use / nike-last-30-days", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported 20 ads retrieved, provided a real ad body text with EU reach data (8,617,170), and honestly noted that spend data was null across all ads — fulfilling all task requirements.", "timestamp": "2026-09-29T04:15:05.879Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported 20 ads retrieved, provided a real ad body text with EU reach data (8,617,170), and honestly noted that spend data was null across all ads — fulfilling all task requirements.", "timestamp": "2026-09-29T04:15:05.842Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-29T04:15:05.785Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:15:05.742Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent selected the right actor, used correct inputs, retrieved and utilized real data, handled the running state gracefully, and delivered a complete grounded answer.", "timestamp": "2026-09-29T04:15:05.704Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-09-29T04:15:05.665Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported 20 ads retrieved, provided a real ad body text with EU reach data (8,617,170), and honestly noted that spend data was null across all ads — fulfilling all task requirements.", "timestamp": "2026-09-29T04:15:05.632Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two get-dataset-items calls with slightly different field sets before making a final comprehensive call — the first two calls were somewhat redundant, but the overall path was reasonably direct.", "timestamp": "2026-09-29T04:15:05.597Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor was still RUNNING after the initial 45-second wait, and the agent correctly polled with get-actor-run to wait for completion before fetching results.", "timestamp": "2026-09-29T04:15:05.562Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved actual dataset items and reported the ad body text 'Get the gear that's up for it all. Any time. Anywhere.' and EU reach of 8,617,170 directly from the dataset results, confirmed by the grounded check passing.", "timestamp": "2026-09-29T04:15:05.520Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with startUrls set to https://www.facebook.com/nike, resultsLimit=20, isDetailsPerAd=true, and onlyAdsNewerThan='30 days' — all correct parameters matching the task requirements.", "timestamp": "2026-09-29T04:15:05.436Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running and retrieving results from apify/facebook-ads-scraper.", "timestamp": "2026-09-29T04:15:05.342Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:09:45.333Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-29T04:09:45.298Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-09-29T04:09:45.252Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-09-29T04:09:45.215Z", "metadata": {} }, "check.detailsFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): isDetailsPerAd", "timestamp": "2026-09-29T04:09:45.175Z", "metadata": {} }, "check.twentyAds": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-09-29T04:09:45.137Z", "metadata": {} }, "check.dateRange": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): onlyAdsNewerThan", "timestamp": "2026-09-29T04:09:45.098Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-09-29T04:09:45.062Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:09:45.019Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-ads-scraper", "timestamp": "2026-09-29T04:09:44.937Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-09-29T04:09:44.850Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent correctly reported 20 ads retrieved, provided a real ad body text with EU reach data (8,617,170), and honestly noted that spend data was null across all ads — fulfilling all task requirements." }, { "scenarioId": "facebook-ads-scraper-discovery-nike-ad-library", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:08:29.522Z", "day": "2026-09-29", "traceId": "936e638529ca2cd5e5cb52bea9fefecb", "observationId": "81fa22a5d02ab621", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/936e638529ca2cd5e5cb52bea9fefecb?observation=81fa22a5d02ab621", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "find", "title": "facebook-ads / find / nike-ad-library", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-09-29T04:15:06.294Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:15:06.214Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent found affiliatescope/meta-ads-scraper instead of apify/facebook-ads-scraper in the store search, which is the root cause of the rightActor FAIL. Using the correct actor (which accepts facebook.com/nike as a URL input) would have avoided the wrong-actor selection and subsequent argument issues.", "timestamp": "2026-09-29T04:15:06.177Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never produced a final answer with the required ad count, example body text, or Actor attribution line; the session timed out mid-execution with the last call still pending.", "timestamp": "2026-09-29T04:15:06.144Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made multiple polling calls (5 get-actor-run calls) on a run that was clearly not going to stop at 10 ads since maxAds wasn't properly limiting it, then aborted and started over, wasting significant time before the session expired.", "timestamp": "2026-09-29T04:15:06.101Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first run was returning too many results, the agent correctly aborted it and tried a more targeted approach. When the second call failed with input validation error, the agent corrected the URL format to use an object. However, the session timed out before completion.", "timestamp": "2026-09-29T04:15:06.065Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The session timed out before the agent could retrieve and report actual ad data; the agent never produced a final answer with ad count or example body text from the dataset.", "timestamp": "2026-09-29T04:15:06.031Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first run used searchQueries=['nike'] without a page URL or page ID, which returned all Nike-related ads rather than specifically facebook.com/nike. The second call used an incorrect URL format for the urls array (string instead of object), causing input validation failure. The third call correctly used the object format with view_all_page_id but used an unverified page ID.", "timestamp": "2026-09-29T04:15:05.994Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Meta Ad Library scrapers and selected affiliatescope/meta-ads-scraper instead of the intended apify/facebook-ads-scraper; the rightActor check is FAIL.", "timestamp": "2026-09-29T04:15:05.950Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out; Actor run DwFF2cJyOHpYPNFNQ (affiliatescope/meta-ads-scraper) ABORTED", "timestamp": "2026-09-29T04:13:30.815Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-29T04:13:30.778Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): affiliatescope/meta-ads-scraper run DwFF2cJyOHpYPNFNQ: ABORTED; affiliatescope/meta-ads-scraper run : CALL-FAILED", "timestamp": "2026-09-29T04:13:30.742Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-ads-scraper\"", "timestamp": "2026-09-29T04:13:30.657Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used affiliatescope/meta-ads-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-09-29T04:13:30.577Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "tripadvisor-usage-rome-restaurants", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:08:43.677Z", "day": "2026-09-29", "traceId": "f12e8d1755bc8658e7449887b44ef60d", "observationId": "f272124088bf3229", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f12e8d1755bc8658e7449887b44ef60d?observation=f272124088bf3229", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "use", "title": "tripadvisor / use / rome-restaurants", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved all 10 restaurants with cuisine type, price range, and rating, reported the count (10), and named the top restaurant (DOC EnoBistrot - Cucina & Vineria, 4.9 stars), fully satisfying the task requirements.", "timestamp": "2026-09-29T04:14:59.120Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved all 10 restaurants with cuisine type, price range, and rating, reported the count (10), and named the top restaurant (DOC EnoBistrot - Cucina & Vineria, 4.9 stars), fully satisfying the task requirements.", "timestamp": "2026-09-29T04:14:59.024Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-29T04:14:58.918Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:14:58.830Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, used correct inputs, grounded its answer in retrieved data, and fully completed the task.", "timestamp": "2026-09-29T04:14:58.782Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-09-29T04:14:58.745Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved all 10 restaurants with cuisine type, price range, and rating, reported the count (10), and named the top restaurant (DOC EnoBistrot - Cucina & Vineria, 4.9 stars), fully satisfying the task requirements.", "timestamp": "2026-09-29T04:14:58.707Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one schema fetch, one actor call, two polling calls (needed because the run was still in progress after the first poll), and one dataset fetch — a reasonably direct path with no unnecessary repetition.", "timestamp": "2026-09-29T04:14:58.672Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer table directly reflects the dataset items returned by get-dataset-items (e.g., DOC EnoBistrot rating 4.9, Cipasso rating 4.9, Sushisen rating 4.5), with cuisines and price levels matching the tool output exactly.", "timestamp": "2026-09-29T04:14:58.638Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with query='Rome', maxItemsPerQuery=10, includeRestaurants=true, includeHotels=false, includeAttractions=false — well-formed inputs that correctly target restaurants in Rome with a cap of 10.", "timestamp": "2026-09-29T04:14:58.590Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with maxcopell/tripadvisor, get-actor-run to poll for completion, and get-dataset-items to retrieve results — all appropriate tools for the task.", "timestamp": "2026-09-29T04:14:58.553Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:10:30.652Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-29T04:10:30.610Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-09-29T04:10:30.571Z", "metadata": {} }, "check.ratingField": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-29T04:10:30.529Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-29T04:10:30.487Z", "metadata": {} }, "check.restaurantsMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeRestaurants", "timestamp": "2026-09-29T04:10:30.439Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:10:30.395Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-09-29T04:10:30.318Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[3-5]\\.\\d\\b/", "timestamp": "2026-09-29T04:10:30.237Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved all 10 restaurants with cuisine type, price range, and rating, reported the count (10), and named the top restaurant (DOC EnoBistrot - Cucina & Vineria, 4.9 stars), fully satisfying the task requirements." }, { "scenarioId": "tripadvisor-discovery-barcelona-attractions", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:08:43.998Z", "day": "2026-09-29", "traceId": "06d63f32c7867b16d251e0269184f308", "observationId": "d59336284a1e43c9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/06d63f32c7867b16d251e0269184f308?observation=d59336284a1e43c9", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "find", "title": "tripadvisor / find / barcelona-attractions", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-09-29T04:14:55.099Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-09-29T04:14:55.017Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "axlymxp/tripadvisor-attractions-scraper", "comment": "Actors the agent ran: axlymxp/tripadvisor-attractions-scraper", "timestamp": "2026-09-29T04:14:54.977Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-29T04:14:54.940Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:14:54.877Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-09-29T04:14:54.841Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent produced a well-structured comparison of top 10 Barcelona attractions with ratings and review counts from real data, but used the wrong actor (axlymxp/tripadvisor-attractions-scraper instead of maxcopell/tripadvisor) and named the wrong actor at the end, failing both deterministic checks.", "timestamp": "2026-09-29T04:14:54.794Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch-details, call-actor, get-dataset-items) in a logical sequence with no redundant steps.", "timestamp": "2026-09-29T04:14:54.754Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The initial dataset item count showed 0 but the agent followed the nextStep instruction to call get-dataset-items anyway and successfully retrieved 20 items.", "timestamp": "2026-09-29T04:14:54.709Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 dataset items and used the actual name, rank, rating, and review_count fields from the dataset to populate the comparison table accurately.", "timestamp": "2026-09-29T04:14:54.671Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed queries=[\"Barcelona\"], maxItemsPerQuery=50, includeTourProducts=false, includeCoordinates=true — all well-formed and appropriate for the task.", "timestamp": "2026-09-29T04:14:54.625Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for TripAdvisor attractions actors and selected axlymxp/tripadvisor-attractions-scraper instead of the intended maxcopell/tripadvisor; the rightActor check is FAIL, meaning the wrong actor was chosen despite a valid search being performed.", "timestamp": "2026-09-29T04:14:54.590Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:09:18.055Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-29T04:09:18.017Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:09:17.984Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /maxcopell/tripadvisor(?!-)/", "timestamp": "2026-09-29T04:09:17.899Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-09-29T04:09:17.816Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "axlymxp/tripadvisor-attractions-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor" }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:08:48.916Z", "day": "2026-09-29", "traceId": "d64cccfe068de04a8db5b2badf205ca8", "observationId": "5cb61a04f58b257b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d64cccfe068de04a8db5b2badf205ca8?observation=5cb61a04f58b257b", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-09-29T04:14:55.854Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-09-29T04:14:55.775Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-29T04:14:55.741Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-29T04:14:55.709Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The dataset item had aiModeResult=null (deterministic check fields FAIL), meaning the structured AI Mode result was not placed in the expected dataset field. The data ended up only in the raw live-ai-overview key-value store as encoded HTML, which the agent could not parse. The Actor should populate aiModeResult in the dataset item so agents can retrieve it via get-dataset-items.", "timestamp": "2026-09-29T04:14:55.668Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-29T04:14:55.632Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never reported the AI Mode answer text or source count — it ran out of turns while still trying to parse the raw key-value store data, so the task was not completed.", "timestamp": "2026-09-29T04:14:55.374Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made reasonable sequential calls but spent multiple turns trying different grep patterns on an unstructured encoded HTML blob, which was unlikely to yield structured AI Mode answer text.", "timestamp": "2026-09-29T04:14:55.331Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When get-dataset-items returned aiModeResult=null, the agent correctly pivoted to checking the key-value store; when that file was too large, it tried multiple grep strategies, but none succeeded in extracting the answer text, and the agent ran out of turns without reporting a result.", "timestamp": "2026-09-29T04:14:55.298Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The dataset item returned aiModeResult=null (confirmed by deterministic check fields FAIL), and the agent attempted to read the key-value store live-ai-overview record but could not extract structured AI Mode answer text from the raw HTML/encoded data despite multiple grep attempts.", "timestamp": "2026-09-29T04:14:55.256Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly set queries='best crm for small business', countryCode='gb', aiModeSearch.enableAiMode=true, and maxPagesPerQuery=1, matching all required inputs.", "timestamp": "2026-09-29T04:14:55.218Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, and get-key-value-store-record — all appropriate tools for this task.", "timestamp": "2026-09-29T04:14:55.174Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:10:00.570Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-09-29T04:10:00.526Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 1 of 1 items missing aiModeResult", "timestamp": "2026-09-29T04:10:00.486Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-09-29T04:10:00.446Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-09-29T04:10:00.407Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-09-29T04:10:00.324Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-09-29T04:10:00.270Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:10:00.226Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-09-29T04:10:00.185Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:09:03.023Z", "day": "2026-09-29", "traceId": "05d6c7de6f97f869d7c9d77b578c05df", "observationId": "b42c617d5eb541c4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/05d6c7de6f97f869d7c9d77b578c05df?observation=b42c617d5eb541c4", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 9 organic results and the correct top 3 domains from retrieved data, fulfilling the task requirements despite the minor language code issue (the run still returned German results via google.de and countryCode=DE).", "timestamp": "2026-09-29T04:14:50.891Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 9 organic results and the correct top 3 domains from retrieved data, fulfilling the task requirements despite the minor language code issue (the run still returned German results via google.de and countryCode=DE).", "timestamp": "2026-09-29T04:14:50.852Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-29T04:14:50.817Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:14:50.778Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The agent passed 'searchLanguage': 'de' in the call-actor input, but the Actor's input schema uses 'languageCode' (confirmed by the deterministic check lang: FAIL — languageCode = undefined). The agent read the schema but used the wrong field name.", "timestamp": "2026-09-29T04:14:50.741Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-29T04:14:50.697Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 9 organic results and the correct top 3 domains from retrieved data, fulfilling the task requirements despite the minor language code issue (the run still returned German results via google.de and countryCode=DE).", "timestamp": "2026-09-29T04:14:50.658Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: fetch actor details, call actor, poll run status, retrieve dataset items — no redundant calls.", "timestamp": "2026-09-29T04:14:50.617Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent reported 9 organic results and the top 3 domains (insta-drive.com, leasingmarkt.de, toyota.de) directly from the dataset items returned by get-dataset-items, matching the preview data.", "timestamp": "2026-09-29T04:14:50.580Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed queries='elektroauto leasing', maxPagesPerQuery=1, countryCode='de', and searchLanguage='de', but the deterministic check confirms languageCode was undefined (the field name 'searchLanguage' was not recognized by the Actor, which expects 'languageCode').", "timestamp": "2026-09-29T04:14:50.540Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running apify/google-search-scraper and retrieving results.", "timestamp": "2026-09-29T04:14:50.503Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:10:09.598Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-09-29T04:10:09.567Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-09-29T04:10:09.516Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-09-29T04:10:09.477Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-09-29T04:10:09.425Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode = undefined (expected equals \"de\")", "timestamp": "2026-09-29T04:10:09.388Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-09-29T04:10:09.328Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-09-29T04:10:09.289Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:10:09.175Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-09-29T04:10:09.020Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang" ], "judgeComment": "PASS: The agent reported 9 organic results and the correct top 3 domains from retrieved data, fulfilling the task requirements despite the minor language code issue (the run still returned German results via google.de and countryCode=DE)." }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:09:18.083Z", "day": "2026-09-29", "traceId": "0df11975599dcc7e01446caa388e12c0", "observationId": "dc52c4596b6d881b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0df11975599dcc7e01446caa388e12c0?observation=dc52c4596b6d881b", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents 8 organic results with titles, URLs, and snippets for 'apify web scraping' from the first page only, and ends with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-09-29T04:14:48.638Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents 8 organic results with titles, URLs, and snippets for 'apify web scraping' from the first page only, and ends with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-09-29T04:14:48.578Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-09-29T04:14:48.536Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-29T04:14:48.499Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:14:48.434Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly found, configured, ran, and reported results from apify/google-search-scraper for the requested query.", "timestamp": "2026-09-29T04:14:48.383Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents 8 organic results with titles, URLs, and snippets for 'apify web scraping' from the first page only, and ends with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-09-29T04:14:48.343Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: search-actors, fetch-actor-details, call-actor, and two get-dataset-items calls (the second needed due to the field projection issue), which is reasonably efficient with only one extra call.", "timestamp": "2026-09-29T04:14:48.302Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with field projection returned an empty object {}, so the agent immediately retried without field filtering and successfully retrieved the full data.", "timestamp": "2026-09-29T04:14:48.267Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and presented 8 organic results with titles, URLs, and snippets directly from the retrieved data, matching the tool result preview showing organicResults fields.", "timestamp": "2026-09-29T04:14:48.226Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with queries='apify web scraping' and maxPagesPerQuery=1, which correctly targets the first results page only with the right query.", "timestamp": "2026-09-29T04:14:48.180Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/google-search-scraper, the intended actor for scraping Google Search results, confirmed by the deterministic rightActor check passing.", "timestamp": "2026-09-29T04:14:48.145Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:09:59.974Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-29T04:09:59.936Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:09:59.861Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-09-29T04:09:59.823Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-09-29T04:09:59.739Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents 8 organic results with titles, URLs, and snippets for 'apify web scraping' from the first page only, and ends with 'Actor: apify/google-search-scraper' as required." }, { "scenarioId": "google-maps-contact-details-usage-toronto-roofers", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:09:45.375Z", "day": "2026-09-29", "traceId": "5b90877f8e259c5f968e4486c71b91bf", "observationId": "1e1d0e35fa685972", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5b90877f8e259c5f968e4486c71b91bf?observation=1e1d0e35fa685972", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "use", "title": "google-maps-contact-details / use / toronto-roofers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 1 of 10 items missing emails", "timestamp": "2026-09-29T04:14:44.912Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 1 of 10 items missing emails", "timestamp": "2026-09-29T04:14:44.832Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-29T04:14:44.797Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-29T04:14:44.762Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 1 of 10 items missing emails", "timestamp": "2026-09-29T04:14:44.727Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-09-29T04:14:44.684Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a complete table of 10 roofing companies in Toronto with names, websites, emails, and social profiles, and correctly stated that 9 out of 10 had an email address, accurately identifying Affordable Green Roofing as the one without — consistent with the fields FAIL check noting 1 of 10 items missing emails.", "timestamp": "2026-09-29T04:14:44.648Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent polled get-actor-run three times before fetching results; while the run was still technically RUNNING when items were fetched, the polling was reasonable given the actor's progress, and no unnecessary redundant calls were made.", "timestamp": "2026-09-29T04:14:44.586Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run was still in RUNNING state during polling; the agent appropriately polled multiple times with get-actor-run before fetching dataset items, and the final dataset fetch returned all 10 items successfully.", "timestamp": "2026-09-29T04:14:44.551Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent's final answer table directly reflects the data returned by get-dataset-items, including exact company names, websites, emails, and social profile URLs from the dataset.", "timestamp": "2026-09-29T04:14:44.511Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the Actor with searchStringsArray=['roofing'], locationQuery='Toronto', maxCrawledPlacesPerSearch=10, language='en', and scrapeSocialMediaProfiles with all major platforms enabled — all correct and well-formed inputs.", "timestamp": "2026-09-29T04:14:44.470Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the specified Actor and retrieving results.", "timestamp": "2026-09-29T04:14:44.434Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:12:33.388Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-09-29T04:12:33.347Z", "metadata": {} }, "check.count": { "value": 1, "stringValue": null, "comment": "PASS (warn): answer matches /[0-9]/", "timestamp": "2026-09-29T04:12:33.295Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 1 of 10 items missing emails", "timestamp": "2026-09-29T04:12:33.205Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-29T04:12:33.154Z", "metadata": {} }, "check.socials": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): scrapeSocialMediaProfiles", "timestamp": "2026-09-29T04:12:33.114Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-09-29T04:12:33.053Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:12:33.015Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-09-29T04:12:32.948Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 1 of 10 items missing emails" }, { "scenarioId": "google-maps-contact-details-discovery-toronto-roofers-emails", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:10:00.015Z", "day": "2026-09-29", "traceId": "750ffe6851dc61e9168c266443ac9609", "observationId": "911acb60d0479844", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/750ffe6851dc61e9168c266443ac9609?observation=911acb60d0479844", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "find", "title": "google-maps-contact-details / find / toronto-roofers-emails", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent found 10 roofing companies in Toronto, listed each with their email(s) or 'None', correctly counted 8 out of 10 with emails, and ended with the required 'Actor: lukaskrivka/google-maps-with-contact-details' line, fulfilling all task requirements.", "timestamp": "2026-09-29T04:14:43.591Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent found 10 roofing companies in Toronto, listed each with their email(s) or 'None', correctly counted 8 out of 10 with emails, and ended with the required 'Actor: lukaskrivka/google-maps-with-contact-details' line, fulfilling all task requirements.", "timestamp": "2026-09-29T04:14:43.554Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-09-29T04:14:43.513Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-29T04:14:43.464Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:14:43.430Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent selected the correct actor, used proper inputs, utilized the retrieved data accurately, handled the running state gracefully, followed an efficient path, and completed the task with a correct and well-formatted answer.", "timestamp": "2026-09-29T04:14:43.392Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent found 10 roofing companies in Toronto, listed each with their email(s) or 'None', correctly counted 8 out of 10 with emails, and ended with the required 'Actor: lukaskrivka/google-maps-with-contact-details' line, fulfilling all task requirements.", "timestamp": "2026-09-29T04:14:43.348Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent searched for actors, fetched details, called the actor, polled 3 times (run was still running), then retrieved dataset items - the polling was necessary given the run status, making the path reasonably direct with no pointless repetition.", "timestamp": "2026-09-29T04:14:43.313Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run remained in RUNNING status through multiple polling attempts; the agent appropriately polled with get-actor-run multiple times and then retrieved dataset items when 10 results were available, handling the slow run gracefully.", "timestamp": "2026-09-29T04:14:43.270Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the dataset items returned by get-dataset-items, accurately reporting the 10 companies and their emails (or lack thereof) from the actual tool results, including the correct count of 8 with emails.", "timestamp": "2026-09-29T04:14:43.232Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with searchStringsArray=['roofing'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=10, and language='en', which are all correct and well-formed inputs for the task.", "timestamp": "2026-09-29T04:14:43.198Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used lukaskrivka/google-maps-with-contact-details, which is specifically designed to extract emails from Google Maps business websites, matching the task requirements perfectly.", "timestamp": "2026-09-29T04:14:43.161Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:12:46.813Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-29T04:12:46.765Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): lukaskrivka/google-maps-with-contact-details run anYroROWhXb2x7Zdx: RUNNING", "timestamp": "2026-09-29T04:12:46.660Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"lukaskrivka/google-maps-with-contact-details\"", "timestamp": "2026-09-29T04:12:46.620Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-09-29T04:12:46.545Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "PASS: The agent found 10 roofing companies in Toronto, listed each with their email(s) or 'None', correctly counted 8 out of 10 with emails, and ended with the required 'Actor: lukaskrivka/google-maps-with-contact-details' line, fulfilling all task requirements." }, { "scenarioId": "google-maps-reviews-usage-ritz-trend", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:10:00.604Z", "day": "2026-09-29", "traceId": "d447451d3e83bcb54da9874e1ebd00db", "observationId": "eac82eaab05ead34", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d447451d3e83bcb54da9874e1ebd00db?observation=eac82eaab05ead34", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "use", "title": "google-maps-reviews / use / ritz-trend", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved all 30 reviews sorted newest first, computed averages for newest 15 (4.33) vs previous 15 (4.64) using actual data while handling null stars, and correctly stated the trend is down — fully completing the task.", "timestamp": "2026-09-29T04:14:40.278Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved all 30 reviews sorted newest first, computed averages for newest 15 (4.33) vs previous 15 (4.64) using actual data while handling null stars, and correctly stated the trend is down — fully completing the task.", "timestamp": "2026-09-29T04:14:40.235Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-29T04:14:40.183Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:14:40.150Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right Actor, provided correct inputs, paginated to retrieve all 30 items, handled missing star values appropriately, and delivered a complete answer with both averages and trend direction.", "timestamp": "2026-09-29T04:14:40.117Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-29T04:14:40.076Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved all 30 reviews sorted newest first, computed averages for newest 15 (4.33) vs previous 15 (4.64) using actual data while handling null stars, and correctly stated the trend is down — fully completing the task.", "timestamp": "2026-09-29T04:14:40.039Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: one to fetch schema, one to run the Actor, and two paginated dataset fetches — a reasonably direct path with no unnecessary repetition.", "timestamp": "2026-09-29T04:14:40.004Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The initial tool result preview showed 20 items but the agent recognized totalItemCount=30 and made a second paginated call with offset=20 to retrieve the remaining 10 reviews.", "timestamp": "2026-09-29T04:14:39.949Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched all 30 items across two paginated calls and used the actual star ratings from the dataset to compute averages, correctly noting null values for 7 items (matching the harness fact of 7 missing stars).", "timestamp": "2026-09-29T04:14:39.899Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the Actor with maxReviews=30, reviewsSort='newest', and a valid Google Maps search URL for Ritz-Carlton Chicago, matching the task requirements.", "timestamp": "2026-09-29T04:14:39.862Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for this task with the specified compass/google-maps-reviews-scraper Actor.", "timestamp": "2026-09-29T04:14:39.824Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:10:46.911Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-09-29T04:10:46.873Z", "metadata": {} }, "check.stars": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 7 of 30 items missing stars", "timestamp": "2026-09-29T04:10:46.835Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 30 items ok", "timestamp": "2026-09-29T04:10:46.794Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxReviews", "timestamp": "2026-09-29T04:10:46.752Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:10:46.710Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-reviews-scraper", "timestamp": "2026-09-29T04:10:46.634Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[1-5](\\.\\d+)?\\b/", "timestamp": "2026-09-29T04:10:46.551Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "stars" ], "judgeComment": "PASS: The agent retrieved all 30 reviews sorted newest first, computed averages for newest 15 (4.33) vs previous 15 (4.64) using actual data while handling null stars, and correctly stated the trend is down — fully completing the task." }, { "scenarioId": "google-maps-reviews-discovery-ritz", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:10:09.651Z", "day": "2026-09-29", "traceId": "29cd5e2b2fb839a5471bce8281d9cbd2", "observationId": "e884dbfed4865bbe", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/29cd5e2b2fb839a5471bce8281d9cbd2?observation=e884dbfed4865bbe", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "find", "title": "google-maps-reviews / find / ritz", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent produced a well-structured summary of praises and complaints grounded in the 30 retrieved reviews, and correctly ended with 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-09-29T04:14:38.678Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent produced a well-structured summary of praises and complaints grounded in the 30 retrieved reviews, and correctly ended with 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-09-29T04:14:38.639Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-09-29T04:14:38.594Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-29T04:14:38.551Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:14:38.515Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first call-actor invocation passed startUrls as an array of plain strings rather than objects with a 'url' key, causing an input validation failure. The schema clearly requires items to be objects with a 'url' property, which the agent only applied on the second attempt.", "timestamp": "2026-09-29T04:14:38.479Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a well-structured summary of praises and complaints grounded in the 30 retrieved reviews, and correctly ended with 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-09-29T04:14:38.440Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search-actors, fetch-actor-details, call-actor (failed), call-actor (succeeded), get-dataset-items — a reasonable path with only one extra call due to the corrected input error.", "timestamp": "2026-09-29T04:14:38.403Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first call failed with input validation error (startUrls items must be objects, not strings); the agent immediately recognized the schema requirement and corrected the input format in the next call, which succeeded.", "timestamp": "2026-09-29T04:14:38.366Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 30 dataset items and grounded the summary in actual review text visible in the preview (e.g., breakfast complaints from Sameer Taneja, WiFi issues from Chris Elrod, Marriott benefits complaint from Chao Zhang, Torali restaurant issues from Steve).", "timestamp": "2026-09-29T04:14:38.331Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed because startUrls items were passed as plain strings instead of objects with a 'url' key; the agent immediately corrected this in the second call with proper object format {\"url\": \"...\"}, maxReviews:30, reviewsSort:\"newest\".", "timestamp": "2026-09-29T04:14:38.272Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used compass/Google-Maps-Reviews-Scraper, the intended actor for scraping Google Maps reviews.", "timestamp": "2026-09-29T04:14:38.229Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:11:06.725Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-29T04:11:06.683Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): compass/Google-Maps-Reviews-Scraper run : CALL-FAILED", "timestamp": "2026-09-29T04:11:06.642Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"compass/google-maps-reviews-scraper\"", "timestamp": "2026-09-29T04:11:06.561Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-09-29T04:11:06.472Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "PASS: The agent produced a well-structured summary of praises and complaints grounded in the 30 retrieved reviews, and correctly ended with 'Actor: compass/Google-Maps-Reviews-Scraper' as required." }, { "scenarioId": "google-maps-extractor-usage-toronto-plumbers", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:10:30.703Z", "day": "2026-09-29", "traceId": "62fb3702aecea66d2a2937cc481def99", "observationId": "1942d85cfac9f16c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/62fb3702aecea66d2a2937cc481def99?observation=1942d85cfac9f16c", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "use", "title": "google-maps-extractor / use / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 1 of 15 items missing address", "timestamp": "2026-09-29T04:14:29.486Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 1 of 15 items missing address", "timestamp": "2026-09-29T04:14:29.402Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-29T04:14:29.360Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-29T04:14:29.309Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 1 of 15 items missing address", "timestamp": "2026-09-29T04:14:29.271Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-29T04:14:29.219Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned all 15 plumbers with name, phone, and rating from real data; one item (Top One Plumbing Inc.) had a null address (noted as 'Not available'), which matches the FAIL on the fields check, but the agent correctly acknowledged this and still provided all other required fields for all 15 entries, named the highest-rated plumbers, and reported the count.", "timestamp": "2026-09-29T04:14:29.181Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence: fetch details, run actor, get results — no redundant steps.", "timestamp": "2026-09-29T04:14:29.144Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 18 numbers in the answer were found in Actor output; the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-09-29T04:14:29.088Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called compass/google-maps-extractor with searchStringsArray=['plumber'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=15, and language='en' — all well-formed and appropriate.", "timestamp": "2026-09-29T04:14:29.049Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-29T04:14:29.004Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:11:07.235Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-09-29T04:11:07.173Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 18 numbers found in Actor output", "timestamp": "2026-09-29T04:11:07.127Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /[1-5][.][0-9]/", "timestamp": "2026-09-29T04:11:07.090Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 1 of 15 items missing address", "timestamp": "2026-09-29T04:11:07.053Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 15 items ok", "timestamp": "2026-09-29T04:11:07.015Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-09-29T04:11:06.966Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:11:06.928Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-extractor", "timestamp": "2026-09-29T04:11:06.888Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 1 of 15 items missing address" }, { "scenarioId": "google-maps-extractor-discovery-toronto-plumbers", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:10:46.943Z", "day": "2026-09-29", "traceId": "8012c5d87905ec5f4137fd709b0d6b46", "observationId": "ba8f6052d6977acb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8012c5d87905ec5f4137fd709b0d6b46?observation=ba8f6052d6977acb", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "find", "title": "google-maps-extractor / find / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used miccho27/google-maps-scraper, theagents/google-maps-search, ef12/yellow-pages-scraper, datacach/bbb-search-listing-by-keywords; expected compass/google-maps-extractor", "timestamp": "2026-09-29T04:14:33.648Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used miccho27/google-maps-scraper, theagents/google-maps-search, ef12/yellow-pages-scraper, datacach/bbb-search-listing-by-keywords; expected compass/google-maps-extractor", "timestamp": "2026-09-29T04:14:33.557Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "miccho27/google-maps-scraper", "comment": "Actors the agent ran: miccho27/google-maps-scraper, theagents/google-maps-search, ef12/yellow-pages-scraper, datacach/bbb-search-listing-by-keywords", "timestamp": "2026-09-29T04:14:33.518Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-29T04:14:33.462Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:14:33.427Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used miccho27/google-maps-scraper, theagents/google-maps-search, ef12/yellow-pages-scraper, datacach/bbb-search-listing-by-keywords; expected compass/google-maps-extractor", "timestamp": "2026-09-29T04:14:33.391Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns without delivering any list of 15 Toronto plumbers with name, address, phone, website, and rating; the final answer is just a statement about searching for another actor, not a completed result.", "timestamp": "2026-09-29T04:14:33.356Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 5 actor runs (exceeding the expected maximum of 3) and made multiple redundant searches without ever finding the correct compass/google-maps-extractor actor, indicating an inefficient search strategy that wasted turns on wrong actors.", "timestamp": "2026-09-29T04:14:33.306Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When miccho27/google-maps-scraper returned 0 items, the agent switched actors; when Yellow Pages returned 403 errors, it moved on; when BBB returned wrong-location results, it searched for alternatives — reasonable recovery attempts, though ultimately unsuccessful.", "timestamp": "2026-09-29T04:14:33.271Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from the BBB runs and correctly observed the results were US businesses rather than Toronto plumbers, showing it did use the retrieved data to assess quality.", "timestamp": "2026-09-29T04:14:33.226Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The inputs provided to each actor were generally well-formed (correct field names, appropriate values like maxResults:15, country:CA, language:en), but the BBB actor was given 'Toronto, ON' and 'Toronto' as location for a Canadian search and still returned US results, suggesting the actor itself had issues rather than bad arguments.", "timestamp": "2026-09-29T04:14:33.183Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent never found or used compass/google-maps-extractor or compass/crawler-google-places (the intended actors); instead it tried miccho27/google-maps-scraper, theagents/google-maps-search, ef12/yellow-pages-scraper, and datacach/bbb-search-listing-by-keywords, none of which are the correct actors per the deterministic rightActor FAIL check.", "timestamp": "2026-09-29T04:14:33.129Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:12:52.037Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-29T04:12:51.996Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 5 Actor run(s), expected at most 3", "timestamp": "2026-09-29T04:12:51.957Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /compass/(google-maps-extractor|crawler-google-places)/", "timestamp": "2026-09-29T04:12:51.917Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used miccho27/google-maps-scraper, theagents/google-maps-search, ef12/yellow-pages-scraper, datacach/bbb-search-listing-by-keywords; expected compass/google-maps-extractor", "timestamp": "2026-09-29T04:12:51.876Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "miccho27/google-maps-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used miccho27/google-maps-scraper, theagents/google-maps-search, ef12/yellow-pages-scraper, datacach/bbb-search-listing-by-keywords; expected compass/google-maps-extractor" }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:11:06.761Z", "day": "2026-09-29", "traceId": "fb540f78cd9b33b28606f961bbf879e0", "observationId": "a8a94564efd02e8f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/fb540f78cd9b33b28606f961bbf879e0?observation=a8a94564efd02e8f", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified Jedno kafe as the highest-rated (4.9★), fully satisfying the task requirements.", "timestamp": "2026-09-29T04:14:27.605Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified Jedno kafe as the highest-rated (4.9★), fully satisfying the task requirements.", "timestamp": "2026-09-29T04:14:27.567Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-29T04:14:27.531Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:14:27.483Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, provided correct inputs, used real retrieved data, followed an efficient plan, and delivered a complete answer matching the task requirements.", "timestamp": "2026-09-29T04:14:27.446Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-29T04:14:27.407Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified Jedno kafe as the highest-rated (4.9★), fully satisfying the task requirements.", "timestamp": "2026-09-29T04:14:27.371Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch details, run actor, retrieve results — no redundant or wasted calls.", "timestamp": "2026-09-29T04:14:27.331Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 4 numbers in the answer were found in Actor output, and the agent's table directly reflects the dataset items returned by get-dataset-items.", "timestamp": "2026-09-29T04:14:27.293Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=['coffee shop'], locationQuery='Prague, Czech Republic', maxCrawledPlacesPerSearch=10, language='en', and placeMinimumStars='four', all well-formed and appropriate for finding highly-rated coffee shops in Prague.", "timestamp": "2026-09-29T04:14:27.214Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with compass/crawler-google-places, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-29T04:14:27.132Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:11:44.648Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-09-29T04:11:44.612Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 4 numbers found in Actor output", "timestamp": "2026-09-29T04:11:44.548Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-29T04:11:44.512Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-29T04:11:44.468Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-09-29T04:11:44.433Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:11:44.391Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-09-29T04:11:44.306Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-09-29T04:11:44.224Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified Jedno kafe as the highest-rated (4.9★), fully satisfying the task requirements." }, { "scenarioId": "crawler-google-places-discovery-miami-gyms", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:11:07.275Z", "day": "2026-09-29", "traceId": "915ef32ecb90e9c49291b190338354d5", "observationId": "bea44ac1b8dca216", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/915ef32ecb90e9c49291b190338354d5?observation=bea44ac1b8dca216", "subject": "compass/crawler-google-places", "owner": "google", "skill": "find", "title": "crawler-google-places / find / miami-gyms", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-09-29T04:14:31.531Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-09-29T04:14:31.455Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/crawler-google-places", "timestamp": "2026-09-29T04:14:31.406Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-29T04:14:31.333Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-29T04:14:31.263Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The dataset preview shows only items with ranks 7-20, yet the agent's final table includes ranks 1-5 with gyms (Miami Strong Gym, SWEAT440 Brickell, Powerhouse Gym Miami, Iramis Gym, Omega Wellness Club) that do not appear in any tool result, indicating the model hallucinated these entries rather than reporting only retrieved data.", "timestamp": "2026-09-29T04:14:31.224Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer presents a 20-gym comparison table with ratings, review counts, and opening hours, but ranks 1-5 (Miami Strong Gym, SWEAT440 Brickell, Powerhouse Gym Miami, Iramis Gym, Omega Wellness Club) are not visible in the dataset preview and appear to be fabricated, undermining the grounding requirement.", "timestamp": "2026-09-29T04:14:31.186Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used two search calls (first found irrelevant actors, second found the right one), then fetched actor details, ran the actor, and retrieved dataset items — a reasonably direct path with only one extra search call.", "timestamp": "2026-09-29T04:14:31.152Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent fetched dataset items with fields title, totalScore, reviewsCount, address, phone, website, openingHours, rank and used the returned data for most entries (e.g., Planet Fitness 4.6★/2074 reviews, Equinox Brickell 3.6★/168 reviews match the dataset preview). However, ranks 1-5 in the final table (Miami Strong Gym, SWEAT440 Brickell, Powerhouse Gym, Iramis Gym, Omega Wellness Club) do not appear in the dataset preview, suggesting the agent may have invented or hallucinated those entries since the dataset preview only showed items with ranks 7-20.", "timestamp": "2026-09-29T04:14:31.115Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called compass/crawler-google-places with searchStringsArray=['gyms'], locationQuery='Miami, Florida', maxCrawledPlacesPerSearch=20, language='en', scrapePlaceDetailPage=true, maxReviews=0 — all well-formed and appropriate for the task.", "timestamp": "2026-09-29T04:14:31.075Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used compass/crawler-google-places (Google Maps Scraper) to extract gym data from Miami, which is the intended actor for this task.", "timestamp": "2026-09-29T04:14:31.027Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:12:23.503Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-29T04:12:23.463Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:12:23.427Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"compass/crawler-google-places\"", "timestamp": "2026-09-29T04:12:23.349Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-09-29T04:12:23.259Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "contact-info-scraper-usage-two-domains-shallow", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:11:44.680Z", "day": "2026-09-29", "traceId": "2ea07279a5d2c1cc619c4bd5e1d6584b", "observationId": "7f7845af6d035f03", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2ea07279a5d2c1cc619c4bd5e1d6584b?observation=7f7845af6d035f03", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "use", "title": "contact-info / use / two-domains-shallow", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-09-29T04:14:16.500Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-09-29T04:14:16.411Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-29T04:14:16.376Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-29T04:14:16.339Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-09-29T04:14:16.303Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-29T04:14:16.266Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported emails and social profiles per domain from retrieved data; however, the fields check FAIL indicates 2 of 2 items missing 'url' field and 1 of 2 items missing 'emails' field in the dataset output, though the agent still reported the available data accurately including empty emails for notion.so.", "timestamp": "2026-09-29T04:14:16.195Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve results — no redundant calls.", "timestamp": "2026-09-29T04:14:16.152Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent's final report directly reflects the dataset items returned: hello@apify.com for apify.com, empty emails for notion.so, and social profiles matching the tool output.", "timestamp": "2026-09-29T04:14:16.107Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed both URLs as startUrls, set maxDepth=1, mergeContacts=true, and sameDomain=true, which are all appropriate for the task requirements.", "timestamp": "2026-09-29T04:14:16.033Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-29T04:14:15.928Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:12:31.993Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-09-29T04:12:31.957Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-09-29T04:12:31.906Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 2 items ok", "timestamp": "2026-09-29T04:12:31.868Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): maxDepth", "timestamp": "2026-09-29T04:12:31.813Z", "metadata": {} }, "check.urls": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-09-29T04:12:31.773Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:12:31.653Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used vdrmota/contact-info-scraper", "timestamp": "2026-09-29T04:12:31.568Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails" }, { "scenarioId": "contact-info-scraper-discovery-notion-website", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:12:23.539Z", "day": "2026-09-29", "traceId": "9a80c7633d6cbd9853e579e808e574cc", "observationId": "409b97586be1f254", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9a80c7633d6cbd9853e579e808e574cc?observation=409b97586be1f254", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "find", "title": "contact-info / find / notion-website", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run FAbqfZDYbeERFkT6r (thenetaji/website-email-scraper) FAILED", "timestamp": "2026-09-29T04:14:18.609Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:14:18.517Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The search-actors calls with 'contact information scraper' and 'website scraper contact' did not surface vdrmota/contact-info-scraper in the results, causing the agent to select thenetaji/website-email-scraper and jurassic_jove/website-email-extractor instead of the intended actor.", "timestamp": "2026-09-29T04:14:18.479Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned a list of emails found on notion.so with no phone numbers or social links, grounded in actual retrieved data, fulfilling the contact info request; however it used the wrong actor (not vdrmota/contact-info-scraper as expected).", "timestamp": "2026-09-29T04:14:18.440Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two parallel searches, then three actor calls (one with wrong input, one failed run, one successful), which is somewhat inefficient but reasonable given the failures encountered.", "timestamp": "2026-09-29T04:14:18.395Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with input validation error (mediaType='text/html'), the agent corrected the value to 'all'; when that run still FAILED, the agent switched to a different actor (jurassic_jove/website-email-extractor) which succeeded.", "timestamp": "2026-09-29T04:14:18.349Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from run Ut8X4pE46w46t1o7x and directly reported the emails found (team@makenotion.com, templates@makenotion.com, etc.) in its final answer, accurately reflecting the tool output.", "timestamp": "2026-09-29T04:14:18.311Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call used mediaType='text/html' which failed validation, but the agent corrected it to 'all' on retry; the jurassic_jove call used urls=['https://www.notion.so'] which matched the required schema.", "timestamp": "2026-09-29T04:14:18.268Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for contact scrapers and selected thenetaji/website-email-scraper first, then fell back to jurassic_jove/website-email-extractor; neither is the intended vdrmota/contact-info-scraper, but both are functionally appropriate for the task of extracting contact info from a URL.", "timestamp": "2026-09-29T04:14:18.233Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run FAbqfZDYbeERFkT6r (thenetaji/website-email-scraper) FAILED", "timestamp": "2026-09-29T04:13:04.207Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-29T04:13:04.170Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): thenetaji/website-email-scraper run : CALL-FAILED; thenetaji/website-email-scraper run FAbqfZDYbeERFkT6r: FAILED", "timestamp": "2026-09-29T04:13:04.108Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"vdrmota/contact-info-scraper\"", "timestamp": "2026-09-29T04:13:04.022Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used thenetaji/website-email-scraper, jurassic_jove/website-email-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-09-29T04:13:03.886Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "booking-scraper-usage-amsterdam-three-adults", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:12:32.052Z", "day": "2026-09-29", "traceId": "7d2438af8546be86aa513ea4724d14ba", "observationId": "91c355c0bb1ce5ab", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7d2438af8546be86aa513ea4724d14ba?observation=91c355c0bb1ce5ab", "subject": "voyager/booking-scraper", "owner": "google", "skill": "use", "title": "booking / use / amsterdam-three-adults", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 10 hotels retrieved (confirmed by facts), identified the cheapest nightly price (€44.59, Y Hostel) and highest-rated property (The Bee Hostel, 8.8/10), fully fulfilling all three requested outputs.", "timestamp": "2026-09-29T04:14:16.545Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 10 hotels retrieved (confirmed by facts), identified the cheapest nightly price (€44.59, Y Hostel) and highest-rated property (The Bee Hostel, 8.8/10), fully fulfilling all three requested outputs.", "timestamp": "2026-09-29T04:14:16.502Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-29T04:14:16.455Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:14:16.414Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly configured the Actor with Amsterdam, proper dates ~4 weeks out, 3 adults, 10-item cap, and accurately reported count, cheapest price, and highest-rated property from the retrieved data.", "timestamp": "2026-09-29T04:14:16.376Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-29T04:14:16.338Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 hotels retrieved (confirmed by facts), identified the cheapest nightly price (€44.59, Y Hostel) and highest-rated property (The Bee Hostel, 8.8/10), fully fulfilling all three requested outputs.", "timestamp": "2026-09-29T04:14:16.302Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: fetch schema, call actor, poll for completion, retrieve items — no redundant calls.", "timestamp": "2026-09-29T04:14:16.268Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the dataset items returned by get-dataset-items to report prices and ratings, citing specific values like €44.59 for Y Hostel and 8.8 rating for The Bee Hostel that match the tool result preview.", "timestamp": "2026-09-29T04:14:16.228Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set search='Amsterdam', maxItems=10, checkIn='2026-10-27', checkOut='2026-10-29', adults=3, rooms=1, which correctly captures all required parameters including the non-default 3 adults; all deterministic checks (dates, adults, cap) passed.", "timestamp": "2026-09-29T04:14:16.193Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-29T04:14:16.155Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:13:50.639Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-09-29T04:13:50.599Z", "metadata": {} }, "check.optFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-29T04:13:50.560Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-29T04:13:50.508Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-29T04:13:50.469Z", "metadata": {} }, "check.adults": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): adults", "timestamp": "2026-09-29T04:13:50.394Z", "metadata": {} }, "check.dates": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-09-29T04:13:50.346Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxItems", "timestamp": "2026-09-29T04:13:50.283Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:13:50.202Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used voyager/booking-scraper", "timestamp": "2026-09-29T04:13:50.096Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 10 hotels retrieved (confirmed by facts), identified the cheapest nightly price (€44.59, Y Hostel) and highest-rated property (The Bee Hostel, 8.8/10), fully fulfilling all three requested outputs." }, { "scenarioId": "booking-scraper-discovery-amsterdam-hotels", "experimentId": "a1ff9afffcea3022", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-29T04:12:33.434Z", "day": "2026-09-29", "traceId": "0e2bf69f4b07122ba2bebdcfb61f22bf", "observationId": "112ac83850e35a04", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0e2bf69f4b07122ba2bebdcfb61f22bf?observation=112ac83850e35a04", "subject": "voyager/booking-scraper", "owner": "google", "skill": "find", "title": "booking / find / amsterdam-hotels", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used santamaria-automations/booking-com-scraper, rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-09-29T04:14:17.942Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used santamaria-automations/booking-com-scraper, rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-09-29T04:14:17.862Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "santamaria-automations/booking-com-scraper", "comment": "Actors the agent ran: santamaria-automations/booking-com-scraper, rl1987/booking-api-scraper", "timestamp": "2026-09-29T04:14:17.822Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-29T04:14:17.788Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T04:14:17.753Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used santamaria-automations/booking-com-scraper, rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-09-29T04:14:17.706Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned 10 Amsterdam hotels with prices for a two-night stay roughly a month ahead and identified the cheapest (Hotel Levell), but used the wrong actor (rl1987/booking-api-scraper instead of voyager/booking-scraper) as confirmed by the deterministic FAIL checks.", "timestamp": "2026-09-29T04:14:17.666Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent did two searches (reasonable given the instructions to do a broader second search), tried one actor that failed, then tried another that succeeded — a reasonably efficient path with no pointless repetition.", "timestamp": "2026-09-29T04:14:17.634Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When santamaria-automations/booking-com-scraper returned 0 items, the agent correctly pivoted to rl1987/booking-api-scraper which successfully returned 10 hotels.", "timestamp": "2026-09-29T04:14:17.594Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched all 10 dataset items from the successful run and directly used the returned names and prices (e.g., Hotel Levell at €153.22) in the final answer without inventing data.", "timestamp": "2026-09-29T04:14:17.555Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The second actor call to rl1987/booking-api-scraper used correct parameters: search='Amsterdam', checkin='2026-10-29', checkout='2026-10-31', adults=2, rooms=1, and maxItems=10 for a two-night stay roughly a month ahead.", "timestamp": "2026-09-29T04:14:17.518Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Booking.com scrapers and found relevant actors, but chose santamaria-automations/booking-com-scraper first (which returned 0 items) and then rl1987/booking-api-scraper instead of the intended voyager/booking-scraper, which never appeared in search results.", "timestamp": "2026-09-29T04:14:17.424Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1ff9afffcea3022", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T04:13:24.066Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-29T04:13:24.028Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-09-29T04:13:23.937Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"voyager/booking-scraper\"", "timestamp": "2026-09-29T04:13:23.869Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used santamaria-automations/booking-com-scraper, rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-09-29T04:13:23.790Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "santamaria-automations/booking-com-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used santamaria-automations/booking-com-scraper, rl1987/booking-api-scraper; expected voyager/booking-scraper" }, { "scenarioId": "zillow-zip-search-usage-scottsdale", "experimentId": "31adad9c502db58c", "experimentName": "store-actors · claude-haiku-4.5 · subject:zillow-zip-search limit:1 · 2026-09-29 10:54 · judge-generic-test", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "judge-generic-test", "repeats": 1, "fullScope": false, "startTime": "2026-09-29T10:54:38.467Z", "day": "2026-09-29", "traceId": "67565b25f0f8a837af145271bc563dc7", "observationId": "79dda68c8c4928db", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/67565b25f0f8a837af145271bc563dc7?observation=79dda68c8c4928db", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "use", "title": "zillow-zip-search / use / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported 10 results retrieved, identified the cheapest home as 3600 N HAYDEN Road #2509 at $299,000, and all deterministic checks (requiredFlags, priceCap, tenResults, grounded) passed.", "timestamp": "2026-09-29T10:55:58.173Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 2, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "31adad9c502db58c", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported 10 results retrieved, identified the cheapest home as 3600 N HAYDEN Road #2509 at $299,000, and all deterministic checks (requiredFlags, priceCap, tenResults, grounded) passed.", "timestamp": "2026-09-29T10:55:58.129Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 2, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "31adad9c502db58c", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-29T10:55:58.097Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 2, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "31adad9c502db58c", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-29T10:55:58.065Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 2, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "31adad9c502db58c", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly read the schema, set all required boolean flags, applied priceMax and resultsLimit, and reported accurate grounded results.", "timestamp": "2026-09-29T10:55:58.033Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 2, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "31adad9c502db58c", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-29T10:55:57.991Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 2, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "31adad9c502db58c", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported 10 results retrieved, identified the cheapest home as 3600 N HAYDEN Road #2509 at $299,000, and all deterministic checks (requiredFlags, priceCap, tenResults, grounded) passed.", "timestamp": "2026-09-29T10:55:57.956Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 2, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "31adad9c502db58c", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve results — no redundant steps.", "timestamp": "2026-09-29T10:55:57.923Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 2, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "31adad9c502db58c", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 items from the dataset and correctly identified the cheapest home (3600 N HAYDEN Road #2509 at $299,000) from the actual returned data; the grounded check confirms all numbers appear in Actor output.", "timestamp": "2026-09-29T10:55:57.886Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 2, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "31adad9c502db58c", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set zipCodes=['85251'], priceMax=800000, forSaleByAgent=true, forSaleByOwner=true, forRent=false, sold=false, resultsLimit=10 — all required fields correctly populated per the schema.", "timestamp": "2026-09-29T10:55:57.805Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 2, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "31adad9c502db58c", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-29T10:55:57.727Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 2, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "31adad9c502db58c", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-29T10:55:18.691Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-09-29T10:55:18.653Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 2 numbers found in Actor output", "timestamp": "2026-09-29T10:55:18.609Z", "metadata": {} }, "check.tenResults": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-29T10:55:18.576Z", "metadata": {} }, "check.priceCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): priceMax", "timestamp": "2026-09-29T10:55:18.544Z", "metadata": {} }, "check.requiredFlags": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-09-29T10:55:18.508Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-29T10:55:18.469Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/zillow-zip-search", "timestamp": "2026-09-29T10:55:18.393Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{1,3},\\d{3}/", "timestamp": "2026-09-29T10:55:18.307Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent correctly reported 10 results retrieved, identified the cheapest home as 3600 N HAYDEN Road #2509 at $299,000, and all deterministic checks (requiredFlags, priceCap, tenResults, grounded) passed." }, { "scenarioId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:01:10.279Z", "day": "2026-09-30", "traceId": "6660bf53360e8716391f54d236856073", "observationId": "14a6b5e3db44ec4e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6660bf53360e8716391f54d236856073?observation=14a6b5e3db44ec4e", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "use", "title": "youtube-shorts / use / mrbeast-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-09-30T04:20:10.181Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-09-30T04:20:10.058Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-30T04:20:10.021Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-30T04:20:09.986Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The dataset returned 10 items (confirmed by facts: '10 dataset items') but the agent reported only 9, omitting 'Subscribe for an iPhone' (viewCount: 1,226,321,425, likes: 6,800,000) from the final table. Additionally, the agent invented the rounded claim 'All Shorts have over 1B views' which triggered the grounded check failure. These are reasoning/model errors, not Actor issues.", "timestamp": "2026-09-30T04:20:09.948Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-30T04:20:09.912Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent listed all 10 retrieved Shorts (dataset returned 10 items per facts, though agent said 9) with correct view and like counts from the dataset, but omitted 'Subscribe for an iPhone' from the final table and incorrectly stated only 9 Shorts were found, and the grounded check failed for the invented '1,000,000,000' summary claim.", "timestamp": "2026-09-30T04:20:09.875Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: fetch details, call actor, poll for completion, then retrieve items — no redundant steps.", "timestamp": "2026-09-30T04:20:09.834Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run returned 9 items despite requesting 10, and the agent correctly noted this discrepancy in its final answer rather than fabricating a 10th entry.", "timestamp": "2026-09-30T04:20:09.798Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and reported the actual viewCount and likes values from the dataset; however, the grounded check flags that '1,000,000,000' appears in the answer but not in the Actor output (the agent wrote 'All Shorts have over 1B views' as a rounded summary statement).", "timestamp": "2026-09-30T04:20:09.764Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called streamers/youtube-shorts-scraper with channels=['MrBeast'], maxResultsShorts=10, and sortChannelShortsBy='POPULAR', which matches the required input schema exactly.", "timestamp": "2026-09-30T04:20:09.719Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-09-30T04:20:09.681Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:02:21.135Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-30T04:02:21.100Z", "metadata": {} }, "check.grounded": { "value": 0.958, "stringValue": null, "comment": "FAIL (warn): 1 of 24 numbers not in Actor output: 1,000,000,000", "timestamp": "2026-09-30T04:02:21.054Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-30T04:02:21.015Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-30T04:02:20.973Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResultsShorts", "timestamp": "2026-09-30T04:02:20.933Z", "metadata": {} }, "check.sortPopular": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): sortChannelShortsBy", "timestamp": "2026-09-30T04:02:20.896Z", "metadata": {} }, "check.channelInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): channels[0]", "timestamp": "2026-09-30T04:02:20.857Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:02:20.821Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-09-30T04:02:20.784Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "youtube-scraper-discovery-espresso", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:01:10.282Z", "day": "2026-09-30", "traceId": "bb72dc7a90911c07f342d9b104cc70ce", "observationId": "ae79533828234283", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/bb72dc7a90911c07f342d9b104cc70ce?observation=ae79533828234283", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "find", "title": "youtube / find / espresso", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used memo23/youtube-search-results-scraper; expected streamers/youtube-scraper", "timestamp": "2026-09-30T04:19:58.147Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used memo23/youtube-search-results-scraper; expected streamers/youtube-scraper", "timestamp": "2026-09-30T04:19:58.023Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "memo23/youtube-search-results-scraper", "comment": "Actors the agent ran: memo23/youtube-search-results-scraper", "timestamp": "2026-09-30T04:19:57.986Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-30T04:19:57.951Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:19:57.917Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used memo23/youtube-search-results-scraper; expected streamers/youtube-scraper", "timestamp": "2026-09-30T04:19:57.881Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent provided 10 videos with view counts and channel names from the last month, fulfilling the task requirements, though it used the wrong actor (memo23/youtube-search-results-scraper instead of streamers/youtube-scraper) and the answer does not contain 'streamers/youtube-scraper' as required by the namedActor check.", "timestamp": "2026-09-30T04:19:57.832Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search-actors, fetch-actor-details, call-actor, get-dataset-items) in a logical sequence without unnecessary repetition.", "timestamp": "2026-09-30T04:19:57.794Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned titles, channel names, and view counts in the final answer without inventing data.", "timestamp": "2026-09-30T04:19:57.757Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly set dateFilter='month', sortVideosBy='views', sortingOrder='descending', and maxItems=10, which are sensible parameters for finding the most-viewed videos from the last month.", "timestamp": "2026-09-30T04:19:57.722Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used memo23/youtube-search-results-scraper instead of the intended streamers/youtube-scraper, as confirmed by the rightActor FAIL deterministic check, though the chosen actor did successfully return YouTube video data.", "timestamp": "2026-09-30T04:19:57.686Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:02:17.903Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-30T04:02:17.863Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:02:17.761Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"streamers/youtube-scraper\"", "timestamp": "2026-09-30T04:02:17.724Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/youtube-search-results-scraper; expected streamers/youtube-scraper", "timestamp": "2026-09-30T04:02:17.637Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "memo23/youtube-search-results-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used memo23/youtube-search-results-scraper; expected streamers/youtube-scraper" }, { "scenarioId": "youtube-shorts-scraper-discovery-mrbeast-popular", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:01:10.282Z", "day": "2026-09-30", "traceId": "33f1762c3f379fe2ba19a96dd08656ab", "observationId": "d87537affdf35226", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/33f1762c3f379fe2ba19a96dd08656ab?observation=d87537affdf35226", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "find", "title": "youtube-shorts / find / mrbeast-popular", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer lists 10 MrBeast Shorts with titles, view counts, like counts, and URLs sourced from the actual dataset, and ends with the required 'Actor: streamers/youtube-shorts-scraper' line.", "timestamp": "2026-09-30T04:19:57.282Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer lists 10 MrBeast Shorts with titles, view counts, like counts, and URLs sourced from the actual dataset, and ends with the required 'Actor: streamers/youtube-shorts-scraper' line.", "timestamp": "2026-09-30T04:19:57.245Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: streamers/youtube-shorts-scraper", "timestamp": "2026-09-30T04:19:57.210Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-30T04:19:57.176Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:19:57.141Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor selected, proper arguments used, results faithfully reported, efficient plan executed, and task fully completed.", "timestamp": "2026-09-30T04:19:57.103Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer lists 10 MrBeast Shorts with titles, view counts, like counts, and URLs sourced from the actual dataset, and ends with the required 'Actor: streamers/youtube-shorts-scraper' line.", "timestamp": "2026-09-30T04:19:57.071Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent performed two parallel searches, fetched actor details once, called the actor once, and retrieved dataset items once — a clean 5-tool-call path with no redundant steps.", "timestamp": "2026-09-30T04:19:57.033Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned titles, viewCount, likes, and URLs from the dataset to populate the final answer, with no invented data.", "timestamp": "2026-09-30T04:19:56.974Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with channels=['MrBeast'], maxResultsShorts=10, and sortChannelShortsBy='POPULAR', which are all valid inputs matching the schema and the task requirements.", "timestamp": "2026-09-30T04:19:56.931Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used streamers/youtube-shorts-scraper, the intended actor for scraping YouTube Shorts from a channel, confirmed by the deterministic rightActor check passing.", "timestamp": "2026-09-30T04:19:56.887Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:02:39.272Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-30T04:02:39.234Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{3,}/", "timestamp": "2026-09-30T04:02:39.186Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:02:39.100Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"streamers/youtube-shorts-scraper\"", "timestamp": "2026-09-30T04:02:39.055Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-09-30T04:02:38.970Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer lists 10 MrBeast Shorts with titles, view counts, like counts, and URLs sourced from the actual dataset, and ends with the required 'Actor: streamers/youtube-shorts-scraper' line." }, { "scenarioId": "youtube-scraper-usage-espresso-engagement", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:01:10.282Z", "day": "2026-09-30", "traceId": "e63c89f57697f2bdf5fe2ecac7d9e489", "observationId": "d2a38b70ce6bf198", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e63c89f57697f2bdf5fe2ecac7d9e489?observation=d2a38b70ce6bf198", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "use", "title": "youtube / use / espresso-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements with grounded data.", "timestamp": "2026-09-30T04:19:57.420Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements with grounded data.", "timestamp": "2026-09-30T04:19:57.386Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-30T04:19:57.352Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:19:57.317Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor selected, proper inputs used, results fully utilized, efficient 3-step plan, and complete answer delivered with all required engagement metrics.", "timestamp": "2026-09-30T04:19:57.277Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-30T04:19:57.245Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements with grounded data.", "timestamp": "2026-09-30T04:19:57.209Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence: fetch details, run actor, retrieve results — no redundant or wasted calls.", "timestamp": "2026-09-30T04:19:57.172Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "All 15 numbers in the final answer are confirmed grounded in Actor output per the deterministic check, and the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-09-30T04:19:57.091Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries=[\"home espresso machine review\"] and maxResults=5, which are the correct input fields per the schema, and requested the right fields (title, viewCount, likes, commentsCount) in get-dataset-items.", "timestamp": "2026-09-30T04:19:57.055Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with streamers/youtube-scraper, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-30T04:19:56.983Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:01:48.933Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-30T04:01:48.864Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 15 numbers found in Actor output", "timestamp": "2026-09-30T04:01:48.827Z", "metadata": {} }, "check.engagementFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-09-30T04:01:48.784Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-09-30T04:01:48.750Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-09-30T04:01:48.712Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:01:48.671Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-scraper", "timestamp": "2026-09-30T04:01:48.524Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-09-30T04:01:48.390Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements with grounded data." }, { "scenarioId": "tiktok-scraper-usage-protein-coffee", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:01:10.282Z", "day": "2026-09-30", "traceId": "154fff8b38f53048acd497027c6789d0", "observationId": "d951ba5d099225a8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/154fff8b38f53048acd497027c6789d0?observation=d951ba5d099225a8", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "use", "title": "tiktok / use / protein-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 10 videos with play counts sorted descending (39.6M down to 687K), all grounded in retrieved data, fulfilling the task of finding the 10 most-played protein coffee recipe videos.", "timestamp": "2026-09-30T04:20:05.888Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 10 videos with play counts sorted descending (39.6M down to 687K), all grounded in retrieved data, fulfilling the task of finding the 10 most-played protein coffee recipe videos.", "timestamp": "2026-09-30T04:20:05.851Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-30T04:20:05.813Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:20:05.777Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, used correct inputs, utilized retrieved data, handled the running state gracefully, followed an efficient plan, and delivered a complete grounded answer.", "timestamp": "2026-09-30T04:20:05.737Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-30T04:20:05.699Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 videos with play counts sorted descending (39.6M down to 687K), all grounded in retrieved data, fulfilling the task of finding the 10 most-played protein coffee recipe videos.", "timestamp": "2026-09-30T04:20:05.663Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls: fetch details, call actor, poll for completion, fetch dataset — a direct and minimal path with no redundant steps.", "timestamp": "2026-09-30T04:20:05.624Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor was still RUNNING after the initial 45-second wait, and the agent correctly polled again with get-actor-run until it SUCCEEDED — no errors went unhandled.", "timestamp": "2026-09-30T04:20:05.586Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 20 numbers in the answer were found in Actor output, and the agent sorted the retrieved dataset items by playCount to produce the top 10 list.", "timestamp": "2026-09-30T04:20:05.507Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries=[\"protein coffee recipe\"], searchSection=\"/video\", resultsPerPage=50, and videoSearchSorting=\"MOST_LIKED\" — all valid fields matching the input schema, well-suited for finding top videos by plays.", "timestamp": "2026-09-30T04:20:05.467Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running clockworks/tiktok-scraper and retrieving results.", "timestamp": "2026-09-30T04:20:05.379Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:03:17.123Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-09-30T04:03:17.087Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 20 numbers found in Actor output", "timestamp": "2026-09-30T04:03:17.053Z", "metadata": {} }, "check.plays": { "value": 1, "stringValue": null, "comment": "PASS (warn): 50 items ok", "timestamp": "2026-09-30T04:03:16.996Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:03:16.957Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-scraper", "timestamp": "2026-09-30T04:03:16.877Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-09-30T04:03:16.798Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 10 videos with play counts sorted descending (39.6M down to 687K), all grounded in retrieved data, fulfilling the task of finding the 10 most-played protein coffee recipe videos." }, { "scenarioId": "tiktok-scraper-discovery-cleantok", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:01:10.283Z", "day": "2026-09-30", "traceId": "e6ed5497e306aad15947bab92da990ab", "observationId": "c01e08216d0f7ba2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e6ed5497e306aad15947bab92da990ab?observation=c01e08216d0f7ba2", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "find", "title": "tiktok / find / cleantok", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-09-30T04:19:54.715Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-09-30T04:19:54.606Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "clockworks/tiktok-hashtag-scraper", "comment": "Actors the agent ran: clockworks/tiktok-hashtag-scraper", "timestamp": "2026-09-30T04:19:54.570Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-30T04:19:54.537Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:19:54.496Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-09-30T04:19:54.456Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent pulled 20 #cleantok videos, summarized trending content themes with real engagement numbers, and ended with 'Actor: clockworks/tiktok-hashtag-scraper' — however the deterministic checks confirm the wrong actor was used (tiktok-hashtag-scraper instead of tiktok-scraper) and the named actor line doesn't match the expected actor name.", "timestamp": "2026-09-30T04:19:54.411Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls: search-actors, fetch-actor-details, call-actor, get-dataset-items — a direct and efficient path with no redundant steps.", "timestamp": "2026-09-30T04:19:54.362Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 dataset items and used real engagement numbers from the data (e.g., 53.4M plays for 'oa', 27.5M for CEE.ME.ASMR, follower counts, comment counts) directly in the summary.", "timestamp": "2026-09-30T04:19:54.307Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called clockworks/tiktok-hashtag-scraper with {hashtags: ['cleantok'], resultsPerPage: 20}, which correctly targets the #cleantok hashtag and limits results to 20 as required.", "timestamp": "2026-09-30T04:19:54.273Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for 'TikTok hashtag' actors and selected clockworks/tiktok-hashtag-scraper, which is a sibling of the intended clockworks/tiktok-scraper but is specifically designed for hashtag scraping — it's a reasonable choice for the task, though the deterministic check marks it as a wrong actor.", "timestamp": "2026-09-30T04:19:54.229Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:02:42.651Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-30T04:02:42.613Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:02:42.576Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-scraper\"", "timestamp": "2026-09-30T04:02:42.534Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-09-30T04:02:42.489Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "clockworks/tiktok-hashtag-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper" }, { "scenarioId": "tiktok-profile-scraper-usage-apifylife-latest-five", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:01:49.228Z", "day": "2026-09-30", "traceId": "e0c450958171ff718c7223db3248847e", "observationId": "7372722ad96a57f3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e0c450958171ff718c7223db3248847e?observation=7372722ad96a57f3", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "use", "title": "tiktok-profile / use / apifylife-latest-five", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer reports the follower count (192) and all 5 most recent videos with their play counts, all grounded in the actual Actor output.", "timestamp": "2026-09-30T04:19:48.757Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer reports the follower count (192) and all 5 most recent videos with their play counts, all grounded in the actual Actor output.", "timestamp": "2026-09-30T04:19:48.721Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-30T04:19:48.685Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:19:48.630Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, provided valid inputs, polled for completion, and reported accurate follower count and video play counts from the retrieved data.", "timestamp": "2026-09-30T04:19:48.592Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-30T04:19:48.551Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports the follower count (192) and all 5 most recent videos with their play counts, all grounded in the actual Actor output.", "timestamp": "2026-09-30T04:19:48.497Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: fetch schema, run actor, poll for completion, retrieve items — no redundant calls.", "timestamp": "2026-09-30T04:19:48.456Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor returned RUNNING status after the first call, and the agent correctly polled with get-actor-run which returned SUCCEEDED — no errors occurred beyond normal async handling.", "timestamp": "2026-09-30T04:19:48.420Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 9 numbers in the final answer were found in the Actor output; the agent used actual dataset fields (authorMeta.fans, playCount, createTimeISO, text) from the retrieved items.", "timestamp": "2026-09-30T04:19:48.385Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called clockworks/tiktok-profile-scraper with profiles=['apifylife'], profileSorting='latest', resultsPerPage=5, which matches the task requirements perfectly.", "timestamp": "2026-09-30T04:19:48.346Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for the task.", "timestamp": "2026-09-30T04:19:48.293Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:02:53.237Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-30T04:02:53.199Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 9 numbers found in Actor output", "timestamp": "2026-09-30T04:02:53.162Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-09-30T04:02:53.121Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-09-30T04:02:53.087Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsPerPage", "timestamp": "2026-09-30T04:02:53.048Z", "metadata": {} }, "check.profileInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): profiles[0]", "timestamp": "2026-09-30T04:02:53.012Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:02:52.930Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-09-30T04:02:52.847Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer reports the follower count (192) and all 5 most recent videos with their play counts, all grounded in the actual Actor output." }, { "scenarioId": "tiktok-profile-scraper-discovery-apifylife-followers", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:02:18.122Z", "day": "2026-09-30", "traceId": "dec4de2713696e108a41008fe8312ae2", "observationId": "08b3c7e4c5fdc952", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/dec4de2713696e108a41008fe8312ae2?observation=08b3c7e4c5fdc952", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "find", "title": "tiktok-profile / find / apifylife-followers", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides the follower count (192) and all 5 most recent videos with captions, dates, engagement metrics, and URLs, all grounded in retrieved data, ending with the required 'Actor: clockworks/tiktok-profile-scraper' line.", "timestamp": "2026-09-30T04:19:48.262Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides the follower count (192) and all 5 most recent videos with captions, dates, engagement metrics, and URLs, all grounded in retrieved data, ending with the required 'Actor: clockworks/tiktok-profile-scraper' line.", "timestamp": "2026-09-30T04:19:48.219Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-profile-scraper", "timestamp": "2026-09-30T04:19:48.182Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-30T04:19:48.135Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:19:48.099Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the right actor, formed valid inputs, utilized the retrieved data accurately, and completed the task fully.", "timestamp": "2026-09-30T04:19:48.061Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides the follower count (192) and all 5 most recent videos with captions, dates, engagement metrics, and URLs, all grounded in retrieved data, ending with the required 'Actor: clockworks/tiktok-profile-scraper' line.", "timestamp": "2026-09-30T04:19:48.025Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls: search-actors, fetch-actor-details, call-actor, and get-dataset-items — a direct and efficient path with no redundant calls.", "timestamp": "2026-09-30T04:19:47.973Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly used the authorMeta.fans (192), video texts, URLs, diggCount, playCount, and commentCount fields from the actual scraped data in its final answer.", "timestamp": "2026-09-30T04:19:47.933Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed profiles=['apifylife'], profileScrapeSections=['videos'], profileSorting='latest', and resultsPerPage=5, which are all correct and well-formed inputs for retrieving the 5 most recent videos.", "timestamp": "2026-09-30T04:19:47.869Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified clockworks/tiktok-profile-scraper as the right tool for scraping a single TikTok profile, confirmed by the deterministic check rightActor: PASS.", "timestamp": "2026-09-30T04:19:47.829Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:03:24.528Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-30T04:03:24.493Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{2,}/", "timestamp": "2026-09-30T04:03:24.450Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:03:24.361Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-profile-scraper\"", "timestamp": "2026-09-30T04:03:24.328Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-09-30T04:03:24.250Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides the follower count (192) and all 5 most recent videos with captions, dates, engagement metrics, and URLs, all grounded in retrieved data, ending with the required 'Actor: clockworks/tiktok-profile-scraper' line." }, { "scenarioId": "tiktok-comments-scraper-usage-top-level-only", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:02:21.186Z", "day": "2026-09-30", "traceId": "faa2d916b60394b8096eec8ba46aee36", "observationId": "6155985010ae4a3c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/faa2d916b60394b8096eec8ba46aee36?observation=6155985010ae4a3c", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "use", "title": "tiktok-comments / use / top-level-only", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly retrieved 20 top-level comments and reported the 5 with the most likes with accurate like counts and comment text, fully fulfilling the task.", "timestamp": "2026-09-30T04:19:47.854Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly retrieved 20 top-level comments and reported the 5 with the most likes with accurate like counts and comment text, fully fulfilling the task.", "timestamp": "2026-09-30T04:19:47.808Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-30T04:19:47.766Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:19:47.735Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The minor cap warning (commentsPerPost not set) did not affect the outcome since topLevelCommentsPerPost=20 achieved the desired 20 items.", "timestamp": "2026-09-30T04:19:47.701Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-30T04:19:47.664Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly retrieved 20 top-level comments and reported the 5 with the most likes with accurate like counts and comment text, fully fulfilling the task.", "timestamp": "2026-09-30T04:19:47.629Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, get dataset items — no redundant calls.", "timestamp": "2026-09-30T04:19:47.592Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 12 numbers in the final answer were found in the Actor output, and the agent correctly sorted by diggCount to identify the top 5.", "timestamp": "2026-09-30T04:19:47.549Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used topLevelCommentsPerPost=20 and maxRepliesPerComment=0, which correctly limits to top-level comments; however the deterministic check notes commentsPerPost was not set (cap FAIL), though topLevelCommentsPerPost=20 effectively achieved the same result and 20 items were returned.", "timestamp": "2026-09-30T04:19:47.509Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-30T04:19:47.467Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:03:05.472Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-30T04:03:05.437Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 12 numbers found in Actor output", "timestamp": "2026-09-30T04:03:05.404Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-09-30T04:03:05.360Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-09-30T04:03:05.325Z", "metadata": {} }, "check.noReplies": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxRepliesPerComment", "timestamp": "2026-09-30T04:03:05.283Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): clockworks/tiktok-comments-scraper: commentsPerPost = undefined (expected lte 20)", "timestamp": "2026-09-30T04:03:05.247Z", "metadata": {} }, "check.videoUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): postURLs[0]", "timestamp": "2026-09-30T04:03:05.211Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:03:05.135Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-09-30T04:03:05.056Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "PASS: The agent correctly retrieved 20 top-level comments and reported the 5 with the most likes with accurate like counts and comment text, fully fulfilling the task." }, { "scenarioId": "tiktok-comments-scraper-discovery-video-top-comments", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:02:39.303Z", "day": "2026-09-30", "traceId": "3c3b6196b202474692bff839b98c2532", "observationId": "da489d632d7143ea", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3c3b6196b202474692bff839b98c2532?observation=da489d632d7143ea", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "find", "title": "tiktok-comments / find / video-top-comments", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned the 5 most-liked comments with their like counts drawn from retrieved data, and ended with 'Actor: clockworks/tiktok-comments-scraper' as required.", "timestamp": "2026-09-30T04:19:39.318Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned the 5 most-liked comments with their like counts drawn from retrieved data, and ended with 'Actor: clockworks/tiktok-comments-scraper' as required.", "timestamp": "2026-09-30T04:19:39.282Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-comments-scraper", "timestamp": "2026-09-30T04:19:39.242Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-30T04:19:39.206Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:19:39.169Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the right actor, used proper inputs, utilized the retrieved data accurately, and fulfilled all task requirements.", "timestamp": "2026-09-30T04:19:39.127Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned the 5 most-liked comments with their like counts drawn from retrieved data, and ended with 'Actor: clockworks/tiktok-comments-scraper' as required.", "timestamp": "2026-09-30T04:19:39.083Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls in a logical sequence: search, fetch details, call actor, poll for completion, get results — no redundant steps.", "timestamp": "2026-09-30T04:19:39.038Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run was initially RUNNING when call-actor returned, so the agent correctly polled with get-actor-run and waited for SUCCEEDED status before fetching results.", "timestamp": "2026-09-30T04:19:38.957Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 100 dataset items with text and diggCount fields, then correctly sorted them to identify the top 5 most-liked comments from the actual data.", "timestamp": "2026-09-30T04:19:38.916Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct video URL in postURLs and set commentsPerPost to 100, which are well-formed inputs matching the actor's schema.", "timestamp": "2026-09-30T04:19:38.879Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used clockworks/tiktok-comments-scraper, which is the intended actor for extracting TikTok comments.", "timestamp": "2026-09-30T04:19:38.841Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:03:32.544Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-30T04:03:32.504Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-09-30T04:03:32.464Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:03:32.386Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-comments-scraper\"", "timestamp": "2026-09-30T04:03:32.350Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-09-30T04:03:32.282Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned the 5 most-liked comments with their like counts drawn from retrieved data, and ended with 'Actor: clockworks/tiktok-comments-scraper' as required." }, { "scenarioId": "indeed-scraper-usage-swe-skills", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:02:42.690Z", "day": "2026-09-30", "traceId": "ffc1b1223a0eb2cd00eabb8a8e47e969", "observationId": "42d3918fa3139068", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ffc1b1223a0eb2cd00eabb8a8e47e969?observation=42d3918fa3139068", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "use", "title": "indeed / use / swe-skills", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent produced a final answer with 5 skills (Python, AWS/Cloud, Kubernetes, Machine Learning/LLM, SQL) grounded in the retrieved descriptions, matching the regex check for skills like python/aws/kubernetes/sql, fulfilling the task requirements.", "timestamp": "2026-09-30T04:19:43.452Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent produced a final answer with 5 skills (Python, AWS/Cloud, Kubernetes, Machine Learning/LLM, SQL) grounded in the retrieved descriptions, matching the regex check for skills like python/aws/kubernetes/sql, fulfilling the task requirements.", "timestamp": "2026-09-30T04:19:43.419Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-30T04:19:43.379Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:19:43.339Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent's skill aggregation was ultimately done manually/approximately rather than programmatically after multiple tool failures (bash redirection blocked, Write tool blocked), meaning the counts like '8+ mentions' are estimates rather than precise tallies from the full dataset. The agent should have found a working path to systematic analysis earlier rather than falling back to approximate manual counting.", "timestamp": "2026-09-30T04:19:43.303Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-30T04:19:43.263Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a final answer with 5 skills (Python, AWS/Cloud, Kubernetes, Machine Learning/LLM, SQL) grounded in the retrieved descriptions, matching the regex check for skills like python/aws/kubernetes/sql, fulfilling the task requirements.", "timestamp": "2026-09-30T04:19:43.228Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made several failed attempts at bash redirection and script writing before settling on manual analysis, adding unnecessary steps, but the overall path was still reasonably directed toward the goal.", "timestamp": "2026-09-30T04:19:43.181Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the dataset result exceeded token limits and was saved to a file, the agent pivoted to reading the file directly; when bash redirection was blocked, it tried writing a Python script via Write tool; when that was also blocked, it fell back to manual analysis of what it had read.", "timestamp": "2026-09-30T04:19:43.115Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the dataset file and attempted to run a Python script to count skill mentions from the actual descriptions; the final answer references specific companies (Zscaler, Vantor) and roles visible in the retrieved data, indicating grounding in real data.", "timestamp": "2026-09-30T04:19:43.070Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed position='software engineer', maxItemsPerSearch=20, country='US' to the actor, which are valid parameters per the schema; however the deterministic check flags that maxItems was undefined (the field is maxItemsPerSearch=20 which did work and returned 20 items, so the cap check is a harness-level warning).", "timestamp": "2026-09-30T04:19:43.033Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items to retrieve job postings from misceres/indeed-scraper, which is the intended actor.", "timestamp": "2026-09-30T04:19:42.979Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:04:10.484Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-09-30T04:04:10.444Z", "metadata": {} }, "check.descriptions": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-09-30T04:04:10.408Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-09-30T04:04:10.359Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): misceres/indeed-scraper: maxItems = undefined (expected lte 20)", "timestamp": "2026-09-30T04:04:10.320Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:04:10.284Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used misceres/indeed-scraper", "timestamp": "2026-09-30T04:04:10.243Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-09-30T04:04:10.196Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "PASS: The agent produced a final answer with 5 skills (Python, AWS/Cloud, Kubernetes, Machine Learning/LLM, SQL) grounded in the retrieved descriptions, matching the regex check for skills like python/aws/kubernetes/sql, fulfilling the task requirements." }, { "scenarioId": "indeed-scraper-discovery-denver-marketing", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:02:53.274Z", "day": "2026-09-30", "traceId": "8736ab9c0390a585bc5bae713fa48850", "observationId": "0f42c59d463dbd68", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8736ab9c0390a585bc5bae713fa48850?observation=0f42c59d463dbd68", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "find", "title": "indeed / find / denver-marketing", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used borderline/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-09-30T04:19:38.319Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used borderline/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-09-30T04:19:38.177Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "borderline/indeed-scraper", "comment": "Actors the agent ran: borderline/indeed-scraper", "timestamp": "2026-09-30T04:19:38.138Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-30T04:19:38.100Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:19:38.064Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used borderline/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-09-30T04:19:38.024Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered a table of 10 Indeed postings with salaries and company ratings for the Denver area, fulfilling the benchmarking request, but named 'borderline/indeed-scraper' instead of the expected 'misceres/indeed-scraper' in the final line, causing the namedActor check to fail.", "timestamp": "2026-09-30T04:19:37.990Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two parallel searches, fetched actor details for one actor, called it, and retrieved results in 4 tool calls — a reasonably direct path with no redundant steps.", "timestamp": "2026-09-30T04:19:37.947Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned salary and rating fields to populate the benchmark table, matching the preview data exactly.", "timestamp": "2026-09-30T04:19:37.913Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called borderline/indeed-scraper with query='marketing coordinator', location='Denver, CO', country='us', maxRows=10, sort='relevance' — all well-formed and appropriate for the task.", "timestamp": "2026-09-30T04:19:37.839Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for Indeed scrapers and found borderline/indeed-scraper, which is a valid Indeed scraper, but the intended subject was misceres/indeed-scraper; the agent used an appropriate tool category but not the specifically expected one.", "timestamp": "2026-09-30T04:19:37.754Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:03:50.031Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-30T04:03:49.994Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:03:49.867Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"misceres/indeed-scraper\"", "timestamp": "2026-09-30T04:03:49.831Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used borderline/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-09-30T04:03:49.749Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "borderline/indeed-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used borderline/indeed-scraper; expected misceres/indeed-scraper" }, { "scenarioId": "amazon-reviews-scraper-usage-helpful-thirty", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:03:05.509Z", "day": "2026-09-30", "traceId": "b6161cc416ec53106e9f7b9cf455bf18", "observationId": "fcb97335289ecbc3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b6161cc416ec53106e9f7b9cf455bf18?observation=fcb97335289ecbc3", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "use", "title": "amazon-reviews / use / helpful-thirty", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-09-30T04:19:38.690Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-09-30T04:19:38.577Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-30T04:19:38.533Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-30T04:19:38.496Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED; check productUrl: junglee/amazon-reviews-scraper: productUrls[0].url = undefined (expected regex \"B0CWXNS552\")", "timestamp": "2026-09-30T04:19:38.454Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-30T04:19:38.414Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent only retrieved 10 reviews instead of the requested 30 (free plan limitation), and some complaint details (Review 7 camping in Michigan, Review 9 quiet sound) reference reviews not visible in the preview, suggesting possible fabrication for items beyond the preview; however the core task of summarizing 3 complaints and 3 praises from actual review data was substantially completed.", "timestamp": "2026-09-30T04:19:38.372Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: fetch-actor-details, one failed call-actor, one successful call-actor, and get-dataset-items — the extra call was necessary due to input format correction, making the path reasonably direct.", "timestamp": "2026-09-30T04:19:38.337Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'must be object' validation error, the agent correctly diagnosed the issue and reformatted productUrls from a plain string array to an array of objects with 'url' property, successfully recovering on the second attempt.", "timestamp": "2026-09-30T04:19:38.302Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the dataset items and grounded its summary in actual review content visible in the preview (e.g., referencing the 'requires nearby iPhones' complaint from review text, easy setup praise from multiple reviews, and precision finding feature mentioned in review 2).", "timestamp": "2026-09-30T04:19:38.262Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call used productUrls as a plain string array instead of an array of objects with 'url' property, causing CALL-FAILED; the second corrected call used the proper object format but the productUrls[0].url was correctly set to the Amazon URL with B0CWXNS552, yet the deterministic check shows productUrl FAIL on the first run and the second run succeeded with correct URL format.", "timestamp": "2026-09-30T04:19:38.227Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-reviews-scraper, fetched actor details first, then called the actor and retrieved dataset items — all appropriate tools for the task.", "timestamp": "2026-09-30T04:19:38.122Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:04:14.373Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, productUrl", "timestamp": "2026-09-30T04:04:14.327Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-09-30T04:04:14.286Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-30T04:04:14.246Z", "metadata": {} }, "check.sortHelpful": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): sort", "timestamp": "2026-09-30T04:04:14.212Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxReviews", "timestamp": "2026-09-30T04:04:14.178Z", "metadata": {} }, "check.productUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper: productUrls[0].url = undefined (expected regex \"B0CWXNS552\")", "timestamp": "2026-09-30T04:04:14.138Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-09-30T04:04:14.100Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-09-30T04:04:14.053Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "productUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED" }, { "scenarioId": "amazon-reviews-scraper-discovery-product-complaints", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:03:17.160Z", "day": "2026-09-30", "traceId": "9359ad68eb844fc2864013fdbd1229a1", "observationId": "bee7e256999c14ca", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9359ad68eb844fc2864013fdbd1229a1?observation=bee7e256999c14ca", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "find", "title": "amazon-reviews / find / product-complaints", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-09-30T04:19:30.432Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-09-30T04:19:30.310Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: junglee/amazon-reviews-scraper, web_wanderer/amazon-reviews-extractor", "timestamp": "2026-09-30T04:19:30.271Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-30T04:19:30.231Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-30T04:19:30.199Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The first call to junglee/amazon-reviews-scraper failed because productUrls was passed as [\"https://...\"] (array of strings) instead of [{\"url\": \"https://...\"}] (array of objects), and similarly the first call to web_wanderer/amazon-reviews-extractor failed because products was passed as [{\"url\": \"...\"}] instead of [\"https://...\"]. These input schema mismatches caused 2 of the 4 actor runs to fail, leading to the ranOk FAIL and unnecessary extra runs.", "timestamp": "2026-09-30T04:19:30.162Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task requested 30 reviews but only 10 were retrieved due to free-tier limitations; the agent acknowledged this shortfall explicitly and provided a summary based on only 10 reviews, meaning the task was not fully completed as specified.", "timestamp": "2026-09-30T04:19:30.126Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 actor runs (exceeding the expected maximum of 3) — two failed calls (one for each actor due to input schema errors) plus two successful runs, with the web_wanderer detour being unnecessary since junglee already had data; the ranOk check is FAIL.", "timestamp": "2026-09-30T04:19:30.086Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed due to input validation (array of strings vs objects), the agent corrected the format and resubmitted successfully; when the fallback actor (web_wanderer) also failed on input format and then returned 0 items, the agent fell back to using the data from the first successful run.", "timestamp": "2026-09-30T04:19:30.044Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 reviews from dataset mvWk2UjqB1qCwL5az and directly cited specific review content (e.g., speaker quietness, precision finding, remote area limitations) in its summary of praises and complaints.", "timestamp": "2026-09-30T04:19:29.995Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call failed because productUrls was passed as an array of strings instead of objects with 'url' property; the agent corrected this on the second call with [{\"url\": \"...\"}] which succeeded, though the initial schema mismatch caused an extra failed run.", "timestamp": "2026-09-30T04:19:29.956Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-reviews-scraper, the intended actor for extracting Amazon product reviews, confirmed by the facts showing rightActor PASS.", "timestamp": "2026-09-30T04:19:29.704Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:05:07.205Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-30T04:05:07.148Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-09-30T04:05:07.106Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-reviews-scraper\"", "timestamp": "2026-09-30T04:05:07.023Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-09-30T04:05:06.936Z", "metadata": {} } }, "verdict": "fail", "fixArea": "input-schema", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "amazon-crawler-usage-earbuds-search-url", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:03:24.562Z", "day": "2026-09-30", "traceId": "90946c8c44a897f4a99972fb13181dfc", "observationId": "f8b3cf6f2e4948e3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/90946c8c44a897f4a99972fb13181dfc?observation=f8b3cf6f2e4948e3", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "use", "title": "amazon / use / earbuds-search-url", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-09-30T04:19:27.242Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-09-30T04:19:27.125Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-30T04:19:27.080Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:19:27.047Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED; check searchUrl: junglee/amazon-crawler: categoryOrProductUrls[0].url = undefined (expected regex \"amazon\\\\.com/s\\\\?k=wireless\\\\+earbuds\")", "timestamp": "2026-09-30T04:19:27.005Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-30T04:19:26.967Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent listed 9 products (not 10 as requested, since item 7 and 8 were duplicates of TOZO A1 and the agent dropped one), and one product (JBL Vibe Beam 2) is missing a price, matching the deterministic FAIL on the 'field' check. The task asked for top 10 but only 9 unique products are shown.", "timestamp": "2026-09-30T04:19:26.914Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed two call-actor attempts due to the initial input format error, but otherwise the plan was direct: fetch details, call actor, get dataset items.", "timestamp": "2026-09-30T04:19:26.873Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed due to input validation (plain string instead of object with url key), the agent immediately corrected the format and successfully re-ran the actor.", "timestamp": "2026-09-30T04:19:26.836Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the dataset items returned by get-dataset-items to populate the final table with actual product names, prices, and ratings from the scraped data.", "timestamp": "2026-09-30T04:19:26.775Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call used a plain string URL in the array instead of an object with a 'url' key, causing CALL-FAILED. The second call correctly used [{\"url\": \"https://www.amazon.com/s?k=wireless+earbuds\"}] with maxItemsPerStartUrl=10, which succeeded. However, the searchUrl deterministic check is FAIL because the first run had categoryOrProductUrls[0].url = undefined.", "timestamp": "2026-09-30T04:19:26.734Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected junglee/amazon-crawler and used fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-09-30T04:19:26.696Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:04:04.523Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, searchUrl", "timestamp": "2026-09-30T04:04:04.483Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-09-30T04:04:04.442Z", "metadata": {} }, "check.field": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 1 of 10 items fail price exists undefined", "timestamp": "2026-09-30T04:04:04.405Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-30T04:04:04.361Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxItemsPerStartUrl", "timestamp": "2026-09-30T04:04:04.319Z", "metadata": {} }, "check.searchUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler: categoryOrProductUrls[0].url = undefined (expected regex \"amazon\\\\.com/s\\\\?k=wireless\\\\+earbuds\")", "timestamp": "2026-09-30T04:04:04.243Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-09-30T04:04:04.206Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-crawler", "timestamp": "2026-09-30T04:04:04.119Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "field", "searchUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED" }, { "scenarioId": "amazon-crawler-discovery-wireless-earbuds", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:03:32.578Z", "day": "2026-09-30", "traceId": "5a807b1de3a9431db31e6214fe3d5d5d", "observationId": "e3985a5f37a48fd0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5a807b1de3a9431db31e6214fe3d5d5d?observation=e3985a5f37a48fd0", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "find", "title": "amazon / find / wireless-earbuds", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned a table of 10 wireless earbuds with prices (e.g., $149.00, $179.95) and ratings (e.g., 4.5★, 4.3★) sourced from actual scraped data, fulfilling the task requirements, and correctly attributed the Actor used.", "timestamp": "2026-09-30T04:19:28.892Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned a table of 10 wireless earbuds with prices (e.g., $149.00, $179.95) and ratings (e.g., 4.5★, 4.3★) sourced from actual scraped data, fulfilling the task requirements, and correctly attributed the Actor used.", "timestamp": "2026-09-30T04:19:28.856Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: junglee/amazon-bestsellers, junglee/Amazon-crawler", "timestamp": "2026-09-30T04:19:28.766Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-30T04:19:28.731Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:19:28.698Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The agent made an unnecessary detour by running junglee/amazon-bestsellers twice (runs ir99zFJwsbUoglKL3 and iiG7lVxyeFrWKnVvE) before switching to junglee/Amazon-crawler, resulting in 4 total runs when the task could have been completed in 1-2 runs. The agent should have recognized that a keyword search task is better served by junglee/Amazon-crawler directly rather than trying bestseller category pages first.", "timestamp": "2026-09-30T04:19:28.658Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned a table of 10 wireless earbuds with prices (e.g., $149.00, $179.95) and ratings (e.g., 4.5★, 4.3★) sourced from actual scraped data, fulfilling the task requirements, and correctly attributed the Actor used.", "timestamp": "2026-09-30T04:19:28.621Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 4 Actor runs (exceeding the expected maximum of 3): two with junglee/amazon-bestsellers (one failed, one returned mixed electronics) and two with junglee/Amazon-crawler (one returned only 3 items, one returned 19). The detour through amazon-bestsellers was unnecessary since the task was about search results, not bestseller categories.", "timestamp": "2026-09-30T04:19:28.330Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first bestsellers run returned an error 'bestsellers_category_not_found', the agent switched to the Electronics bestsellers URL, and when that returned mixed products, it pivoted to using junglee/Amazon-crawler with a direct search URL, successfully recovering.", "timestamp": "2026-09-30T04:19:28.297Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from datasetId=dZSvBizUHc2X3jiWY and directly used the returned title, price.value, stars, and reviewsCount fields in the final answer table without inventing data.", "timestamp": "2026-09-30T04:19:28.262Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The final successful call used a well-formed Amazon search URL 'https://www.amazon.com/s?k=wireless+earbuds&i=electronics' with maxItemsPerStartUrl=20 and scrapeProductDetails=true, which are appropriate parameters for the task.", "timestamp": "2026-09-30T04:19:28.210Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified junglee/Amazon-crawler as the appropriate tool for searching Amazon wireless earbuds, and also explored junglee/amazon-bestsellers which is a reasonable alternative to consider.", "timestamp": "2026-09-30T04:19:28.169Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:06:41.901Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-09-30T04:06:41.860Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-09-30T04:06:41.811Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-09-30T04:06:41.769Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-crawler\"", "timestamp": "2026-09-30T04:06:41.689Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/Amazon-crawler", "timestamp": "2026-09-30T04:06:41.598Z", "metadata": {} } }, "verdict": "pass", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "PASS: The agent returned a table of 10 wireless earbuds with prices (e.g., $149.00, $179.95) and ratings (e.g., 4.5★, 4.3★) sourced from actual scraped data, fulfilling the task requirements, and correctly attributed the Actor used." }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:03:50.063Z", "day": "2026-09-30", "traceId": "1ee1332bdd16439e2abec7d2951942c5", "observationId": "87b20f8a0ceb2e2f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1ee1332bdd16439e2abec7d2951942c5?observation=87b20f8a0ceb2e2f", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-09-30T04:19:24.164Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-09-30T04:19:24.039Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-30T04:19:23.996Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:19:23.957Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-09-30T04:19:23.902Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-09-30T04:19:23.859Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The crawl succeeded with 10 dataset items and HTML saved to key-value store, but the crawl did NOT stay within the platform section (no includeUrlGlobs filter was set, pages like /get-started, /actors, /academy, /api were scraped which are outside /platform), and the facts confirm sectionFilter FAIL and items FAIL (12 total requests, 11 dataset items in one run).", "timestamp": "2026-09-30T04:19:23.823Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "Three actor runs were made (one failed, one returned only 1 item due to glob restriction, one succeeded without glob) — the agent ran 3 times when 2 would have sufficed if the input schema had been read more carefully the first time, and the second run's glob issue caused an unnecessary third run.", "timestamp": "2026-09-30T04:19:23.787Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with input validation error (saveHtmlAsFile not recognized), the agent correctly read the schema and retried with proper field names, recovering from the error.", "timestamp": "2026-09-30T04:19:23.751Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and key-value store records and used the actual URLs, htmlUrl links, and HTML content from those results in its final report.", "timestamp": "2026-09-30T04:19:23.707Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call used 'saveHtmlAsFile' which failed validation; the second call correctly used 'saveHtmlAsFile' but omitted 'includeUrlGlobs' in the final successful run (the third run had no URL glob filter, allowing crawl outside the platform section). The sectionFilter check is FAIL because includeUrlGlobs was not set on the successful run.", "timestamp": "2026-09-30T04:19:23.633Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, get-actor-run, and get-key-value-store-record — all appropriate tools for this task.", "timestamp": "2026-09-30T04:19:23.543Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:07:06.726Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-09-30T04:07:06.684Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 12 items, expected at most 10", "timestamp": "2026-09-30T04:07:06.640Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml = undefined (expected equals true); apify/website-content-crawler: saveHtml = undefined (expected equals true); apify/website-content-crawler: saveHtml = undefined (expected equals true)", "timestamp": "2026-09-30T04:07:06.595Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs = undefined (expected exists undefined)", "timestamp": "2026-09-30T04:07:06.554Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 3 run(s): maxCrawlPages", "timestamp": "2026-09-30T04:07:06.511Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): startUrls[0].url", "timestamp": "2026-09-30T04:07:06.470Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 3 Actor run(s), expected at most 2", "timestamp": "2026-09-30T04:07:06.380Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-09-30T04:07:06.284Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter", "ranOk" ], "judgeComment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:04:04.558Z", "day": "2026-09-30", "traceId": "befb0f12a859e7c5eb2581fb2e0df2da", "observationId": "c3d7ecf0f44f4425", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/befb0f12a859e7c5eb2581fb2e0df2da?observation=c3d7ecf0f44f4425", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used pear_fight/website-content-crawler-markdown-text-for-llm-rag; expected apify/website-content-crawler", "timestamp": "2026-09-30T04:19:14.975Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used pear_fight/website-content-crawler-markdown-text-for-llm-rag; expected apify/website-content-crawler", "timestamp": "2026-09-30T04:19:14.863Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "pear_fight/website-content-crawler-markdown-text-for-llm-rag", "comment": "Actors the agent ran: pear_fight/website-content-crawler-markdown-text-for-llm-rag", "timestamp": "2026-09-30T04:19:14.803Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-30T04:19:14.770Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:19:14.728Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used pear_fight/website-content-crawler-markdown-text-for-llm-rag; expected apify/website-content-crawler", "timestamp": "2026-09-30T04:19:14.689Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 19 pages crawled, listed five real titles from the retrieved data, and ended with the Actor line as required, but used the wrong actor (pear_fight/website-content-crawler-markdown-text-for-llm-rag instead of apify/website-content-crawler), failing the rightActor and namedActor checks.", "timestamp": "2026-09-30T04:19:14.638Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search, fetch details, call actor, get dataset items) in a logical sequence with no redundant steps.", "timestamp": "2026-09-30T04:19:14.598Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items via get-dataset-items and used the actual titles returned (e.g., 'Apify Academy', 'Web scraping basics for Python devs') in its final answer rather than inventing them.", "timestamp": "2026-09-30T04:19:14.556Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly set startUrls to https://docs.apify.com/academy, maxCrawlPages to 20, maxCrawlDepth to 2, and sameDomainOnly to true, matching all task requirements.", "timestamp": "2026-09-30T04:19:14.519Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for actors and selected pear_fight/website-content-crawler-markdown-text-for-llm-rag, which is a third-party clone rather than the canonical apify/website-content-crawler; the rightActor check is FAIL, but the actor is functionally appropriate for LLM-ready text extraction.", "timestamp": "2026-09-30T04:19:14.471Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:04:47.616Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-30T04:04:47.579Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawlPages", "timestamp": "2026-09-30T04:04:47.518Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-09-30T04:04:47.482Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:04:47.444Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-09-30T04:04:47.371Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used pear_fight/website-content-crawler-markdown-text-for-llm-rag; expected apify/website-content-crawler", "timestamp": "2026-09-30T04:04:47.289Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "pear_fight/website-content-crawler-markdown-text-for-llm-rag", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used pear_fight/website-content-crawler-markdown-text-for-llm-rag; expected apify/website-content-crawler" }, { "scenarioId": "web-scraper-usage-coinmarketcap-top-ten", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:04:10.530Z", "day": "2026-09-30", "traceId": "05658baee7c7a53063fdb302cb7c189e", "observationId": "a885561b7af74a9b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/05658baee7c7a53063fdb302cb7c189e?observation=a885561b7af74a9b", "subject": "apify/web-scraper", "owner": "universe", "skill": "use", "title": "web / use / coinmarketcap-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents 10 cryptocurrencies with names and prices sourced directly from the scraped dataset, fulfilling the task requirement of top 10 by market cap from a single page of coinmarketcap.com.", "timestamp": "2026-09-30T04:19:13.798Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents 10 cryptocurrencies with names and prices sourced directly from the scraped dataset, fulfilling the task requirement of top 10 by market cap from a single page of coinmarketcap.com.", "timestamp": "2026-09-30T04:19:13.761Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-30T04:19:13.676Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:19:13.605Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent successfully used apify/web-scraper, recovered from an initial empty result, and reported 10 real cryptocurrency names and prices from the scraped data.", "timestamp": "2026-09-30T04:19:13.570Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-09-30T04:19:13.535Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents 10 cryptocurrencies with names and prices sourced directly from the scraped dataset, fulfilling the task requirement of top 10 by market cap from a single page of coinmarketcap.com.", "timestamp": "2026-09-30T04:19:13.481Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed two actor runs because the first page function used overly specific CSS selectors that returned no data, requiring a retry with more generic selectors — a minor but necessary extra step.", "timestamp": "2026-09-30T04:19:13.443Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first run returned 0 dataset items; the agent recognized this, checked the key-value store for diagnostics, then launched a second run with improved selectors that successfully returned 10 cryptocurrency entries.", "timestamp": "2026-09-30T04:19:13.370Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from the second run (datasetId NCeENKhWN7fYAaqGi) and directly used the returned cryptocurrency names and prices in the final answer, matching the scraped data exactly.", "timestamp": "2026-09-30T04:19:13.332Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Both runs included correct startUrls pointing to coinmarketcap.com, injectJQuery:true, maxPagesPerCrawl:1, and a pageFunction targeting table rows — all appropriate inputs for the task.", "timestamp": "2026-09-30T04:19:13.254Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to understand the schema and then call-actor with apify/web-scraper, which is exactly the actor specified in the task.", "timestamp": "2026-09-30T04:19:13.220Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:05:20.063Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-30T04:05:20.027Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\$\\s?\\d[\\d,]*\\.\\d{2}/", "timestamp": "2026-09-30T04:05:19.957Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 items ok", "timestamp": "2026-09-30T04:05:19.919Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxPagesPerCrawl", "timestamp": "2026-09-30T04:05:19.881Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): pageFunction", "timestamp": "2026-09-30T04:05:19.791Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): startUrls[0].url", "timestamp": "2026-09-30T04:05:19.751Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:05:19.701Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-09-30T04:05:19.663Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents 10 cryptocurrencies with names and prices sourced directly from the scraped dataset, fulfilling the task requirement of top 10 by market cap from a single page of coinmarketcap.com." }, { "scenarioId": "web-scraper-discovery-waterstones-headless", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:04:14.412Z", "day": "2026-09-30", "traceId": "0a96270fb97b8113fb9838906752d24b", "observationId": "b72e99b73a4b4792", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0a96270fb97b8113fb9838906752d24b?observation=b72e99b73a4b4792", "subject": "apify/web-scraper", "owner": "universe", "skill": "find", "title": "web / find / waterstones-headless", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check namedActor: answer does not contain \"apify/web-scraper\"", "timestamp": "2026-09-30T04:19:13.349Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check namedActor: answer does not contain \"apify/web-scraper\"", "timestamp": "2026-09-30T04:19:13.225Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/web-scraper, egeusta/product-data-extractor", "timestamp": "2026-09-30T04:19:13.184Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-30T04:19:13.147Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:19:13.109Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check namedActor: answer does not contain \"apify/web-scraper\"; check pageFunction: egeusta/product-data-extractor: pageFunction = undefined (expected exists undefined)", "timestamp": "2026-09-30T04:19:13.070Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never extracted any product names or prices from Waterstones, ran out of turns, and the final answer is just a statement about trying another actor rather than showing 10 results. The deterministic checks confirm namedActor FAIL and ranOk FAIL.", "timestamp": "2026-09-30T04:19:13.033Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 Actor runs (exceeding the expected maximum of 3), including a failed JSON parse attempt and a switch to an inappropriate actor (egeusta/product-data-extractor), making the path inefficient.", "timestamp": "2026-09-30T04:19:12.988Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When apify/web-scraper returned 403 errors, the agent tried useChrome:true, then attempted proxy rotation changes, then switched to a different actor entirely. However, it ran out of turns without resolving the blocking issue and never produced actual product data.", "timestamp": "2026-09-30T04:19:12.954Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent correctly retrieved and inspected dataset items showing 403 errors, and used those results to inform its next steps rather than inventing data.", "timestamp": "2026-09-30T04:19:12.920Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first two apify/web-scraper calls had correct pageFunction, injectJQuery, proxyConfiguration, and maxPagesPerCrawl=1 arguments. The third call failed due to JSON parsing error from improper escaping. The egeusta/product-data-extractor call lacked pageFunction and maxPagesPerCrawl as required by the task.", "timestamp": "2026-09-30T04:19:12.882Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified apify/web-scraper as the right tool for JavaScript-heavy scraping, which matches the intended subject. However, it also tried egeusta/product-data-extractor which is not appropriate for this task (no pageFunction, no page cap).", "timestamp": "2026-09-30T04:19:12.836Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:06:21.115Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor, pageFunction", "timestamp": "2026-09-30T04:06:21.082Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): egeusta/product-data-extractor: maxPagesPerCrawl = undefined (expected lte 5)", "timestamp": "2026-09-30T04:06:21.042Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: egeusta/product-data-extractor: pageFunction = undefined (expected exists undefined)", "timestamp": "2026-09-30T04:06:21.004Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-09-30T04:06:20.961Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/web-scraper\"", "timestamp": "2026-09-30T04:06:20.886Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-09-30T04:06:20.809Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "pageCap", "pageFunction", "ranOk", "namedActor" ], "judgeComment": "FAIL: check namedActor: answer does not contain \"apify/web-scraper\"" }, { "scenarioId": "rag-web-browser-usage-sf-startups-markdown", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:04:47.651Z", "day": "2026-09-30", "traceId": "38e85854b6f0ac2412f28339bf9fd037", "observationId": "8eed86949c666d33", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/38e85854b6f0ac2412f28339bf9fd037?observation=8eed86949c666d33", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "use", "title": "rag-web-browser / use / sf-startups-markdown", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned 5 results with URLs and two-line summaries in Markdown format, though results 4 and 5 were unhelpful pages (Instagram and Yahoo consent), which the agent honestly noted; the task asked for top 5 results and all 5 were reported with URLs and summaries drawn from retrieved data.", "timestamp": "2026-09-30T04:19:09.298Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned 5 results with URLs and two-line summaries in Markdown format, though results 4 and 5 were unhelpful pages (Instagram and Yahoo consent), which the agent honestly noted; the task asked for top 5 results and all 5 were reported with URLs and summaries drawn from retrieved data.", "timestamp": "2026-09-30T04:19:09.262Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-30T04:19:09.225Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:19:09.187Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly selected the actor, provided proper inputs, utilized the returned data, and delivered a complete answer with URLs and summaries in Markdown format.", "timestamp": "2026-09-30T04:19:09.146Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-30T04:19:09.106Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned 5 results with URLs and two-line summaries in Markdown format, though results 4 and 5 were unhelpful pages (Instagram and Yahoo consent), which the agent honestly noted; the task asked for top 5 results and all 5 were reported with URLs and summaries drawn from retrieved data.", "timestamp": "2026-09-30T04:19:09.073Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: fetch schema, call actor, poll for completion, retrieve results — no redundant steps.", "timestamp": "2026-09-30T04:19:09.041Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and used the returned URLs and markdown content to construct summaries; the URLs and content in the final answer match what was returned by the tool (e.g., thesiliconreview.com URL and content about top AI companies).", "timestamp": "2026-09-30T04:19:09.004Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/rag-web-browser with query='fastest growing startups in San Francisco 2026', maxResults=5, and outputFormats=['markdown'], which matches the schema requirements and the task.", "timestamp": "2026-09-30T04:19:08.969Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with apify/rag-web-browser, then get-actor-run and get-dataset-items — all appropriate tools for the task.", "timestamp": "2026-09-30T04:19:08.929Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:05:50.564Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-09-30T04:05:50.526Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-09-30T04:05:50.491Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-09-30T04:05:50.446Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-09-30T04:05:50.412Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): query", "timestamp": "2026-09-30T04:05:50.364Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:05:50.288Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/rag-web-browser", "timestamp": "2026-09-30T04:05:50.193Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned 5 results with URLs and two-line summaries in Markdown format, though results 4 and 5 were unhelpful pages (Instagram and Yahoo consent), which the agent honestly noted; the task asked for top 5 results and all 5 were reported with URLs and summaries drawn from retrieved data." }, { "scenarioId": "rag-web-browser-discovery-web-search-with-sources", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:05:07.251Z", "day": "2026-09-30", "traceId": "435ea7e1cd09c8fbe5b9bcd7cdd2b5ca", "observationId": "40652403f3a892e6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/435ea7e1cd09c8fbe5b9bcd7cdd2b5ca?observation=40652403f3a892e6", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "find", "title": "rag-web-browser / find / web-search-with-sources", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-09-30T04:19:04.126Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-09-30T04:19:04.018Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "none", "comment": "the agent ran no Actor", "timestamp": "2026-09-30T04:19:03.972Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-30T04:19:03.908Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:19:03.865Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-09-30T04:19:03.828Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never retrieved any live data, never identified the top 5 James Bond movies by box office, never cited sources, and never named the Apify Actor used, failing all required elements of the task.", "timestamp": "2026-09-30T04:19:03.789Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made two tool calls that both failed with permission errors and then stopped, never attempting the correct approach of discovering and running an Apify Actor.", "timestamp": "2026-09-30T04:19:03.755Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When both WebSearch and WebFetch returned permission errors, the agent simply asked the user to grant permissions rather than attempting to use the Apify store to find and run the appropriate Actor (apify/rag-web-browser).", "timestamp": "2026-09-30T04:19:03.718Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The WebSearch query 'highest grossing James Bond movies box office all time' and the WebFetch URL for Wikipedia were both sensible for the underlying information need, even though the wrong tools were chosen.", "timestamp": "2026-09-30T04:19:03.653Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent attempted to use WebSearch and WebFetch, which are generic web tools rather than the intended apify/rag-web-browser Actor on the Apify platform; it never searched the Apify store or attempted to run the correct Actor.", "timestamp": "2026-09-30T04:19:03.616Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:05:18.089Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, query, sources", "timestamp": "2026-09-30T04:05:18.051Z", "metadata": {} }, "check.sources": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /https?:///", "timestamp": "2026-09-30T04:05:18.015Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-09-30T04:05:17.973Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-09-30T04:05:17.928Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/rag-web-browser\"", "timestamp": "2026-09-30T04:05:17.843Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-09-30T04:05:17.742Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "none", "infraOk": true, "failedChecks": [ "sources", "query", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser" }, { "scenarioId": "cheerio-scraper-usage-foyles-manga-two-hops", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:05:18.125Z", "day": "2026-09-30", "traceId": "4bcf97b0647e8701acb48b06d61b383d", "observationId": "3cf73c11af34bdfa", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4bcf97b0647e8701acb48b06d61b383d?observation=3cf73c11af34bdfa", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "use", "title": "cheerio / use / foyles-manga-two-hops", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-09-30T04:19:02.408Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:19:02.293Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The cheerio-scraper returned 403 blocking errors that the agent could not resolve within the actor itself. The error messages from the 403 blocks led the agent to make multiple retry attempts and eventually switch actors entirely, consuming all available session time without producing results. Better guidance on handling anti-bot measures within cheerio-scraper (e.g., using residential proxies or specific proxy groups) would have prevented the cascade of failed runs.", "timestamp": "2026-09-30T04:19:02.256Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "12 tool calls valid", "timestamp": "2026-09-30T04:19:02.200Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The session timed out while the web-scraper was still RUNNING, and the agent never retrieved actual book title/price data to show the user 5 items as requested; the task was not completed.", "timestamp": "2026-09-30T04:19:02.162Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 5 Actor runs (exceeding the expected maximum of 2 per the ranOk FAIL check): two CALL-FAILED runs, two cheerio-scraper runs that got 403s, and one web-scraper run that was still RUNNING when the session timed out, representing excessive attempts and switching to a wrong actor.", "timestamp": "2026-09-30T04:19:02.121Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When cheerio-scraper returned 403 blocking errors, the agent attempted to fix it by adding User-Agent headers and trying without proxy (which failed due to schema validation), then switched to web-scraper which uses a real browser and can bypass bot detection - a reasonable recovery strategy.", "timestamp": "2026-09-30T04:19:02.087Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent checked dataset items after the first cheerio-scraper run and found 403 errors, then used that information to try different approaches rather than inventing data.", "timestamp": "2026-09-30T04:19:02.047Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly structured inputs with startUrls, linkSelector, globs as objects with 'glob' key, maxCrawlingDepth:2, maxPagesPerCrawl:20, and a pageFunction returning title/price. The first call failed due to using globs as plain strings instead of objects, which was corrected in the second call.", "timestamp": "2026-09-30T04:19:02.009Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/cheerio-scraper as the primary tool (as required), and when it encountered 403 blocking issues, it pivoted to apify/web-scraper as a fallback browser-based scraper, which is a reasonable alternative.", "timestamp": "2026-09-30T04:19:01.968Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-09-30T04:10:19.130Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-09-30T04:10:19.091Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-09-30T04:10:19.056Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 5 run(s): maxPagesPerCrawl", "timestamp": "2026-09-30T04:10:19.016Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 5 run(s): maxCrawlingDepth", "timestamp": "2026-09-30T04:10:18.954Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 5 run(s): pageFunction", "timestamp": "2026-09-30T04:10:18.909Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 5 run(s): startUrls[0].url", "timestamp": "2026-09-30T04:10:18.874Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 5 Actor run(s), expected at most 2", "timestamp": "2026-09-30T04:10:18.784Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/cheerio-scraper", "timestamp": "2026-09-30T04:10:18.686Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk" ], "judgeComment": null }, { "scenarioId": "cheerio-scraper-discovery-ikea-static-catalog", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:05:20.100Z", "day": "2026-09-30", "traceId": "ec7f66d716a346fcf2a05a10900808e8", "observationId": "872ed30b84f50a13", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ec7f66d716a346fcf2a05a10900808e8?observation=872ed30b84f50a13", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "find", "title": "cheerio / find / ikea-static-catalog", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-09-30T04:18:59.336Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-09-30T04:18:59.220Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "pintostudio/ikea-products-bycategory", "comment": "Actors the agent ran: pintostudio/ikea-products-bycategory", "timestamp": "2026-09-30T04:18:59.185Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-30T04:18:59.149Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:18:59.114Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-09-30T04:18:59.037Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent failed to use apify/cheerio-scraper as required (rightActor FAIL, namedActor FAIL), did not write a pageFunction, and did not set a page cap; the user asked for a lightweight HTML scraper with custom extraction logic, not a specialized IKEA API actor, so the task was not completed as specified.", "timestamp": "2026-09-30T04:18:59.001Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two jq calls (first for priceText which returned 'Price', then for numeral which returned actual numbers), which was a minor inefficiency but reasonable given the data structure discovery needed.", "timestamp": "2026-09-30T04:18:58.962Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the dataset fetch exceeded token limits, the agent fell back to using Bash with jq to read the file and extract the needed fields, successfully recovering from the error.", "timestamp": "2026-09-30T04:18:58.925Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used jq to extract product names and prices from the dataset file and presented real data (STORKLINTA £139, FÅGELFJÄLLET £199, etc.) rather than inventing results.", "timestamp": "2026-09-30T04:18:58.886Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed categoryUrl, page, perPage, and localeCode correctly to the actor, which are all valid fields per the input schema, so the inputs were well-formed for the actor it chose.", "timestamp": "2026-09-30T04:18:58.834Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose pintostudio/ikea-products-bycategory instead of the intended apify/cheerio-scraper; the task explicitly asked for a lightweight, non-headless-browser scraper that parses server-rendered HTML with a custom page function, but the agent picked a specialized IKEA actor that uses IKEA's catalog API rather than Cheerio-based HTML parsing.", "timestamp": "2026-09-30T04:18:58.797Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:06:12.802Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-09-30T04:06:12.765Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): pintostudio/ikea-products-bycategory: maxPagesPerCrawl = undefined (expected lte 5)", "timestamp": "2026-09-30T04:06:12.723Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: pintostudio/ikea-products-bycategory: pageFunction = undefined (expected exists undefined)", "timestamp": "2026-09-30T04:06:12.683Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:06:12.645Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/cheerio-scraper\"", "timestamp": "2026-09-30T04:06:12.574Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-09-30T04:06:12.482Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "pintostudio/ikea-products-bycategory", "infraOk": true, "failedChecks": [ "pageCap", "pageFunction", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper" }, { "scenarioId": "ai-web-scraper-usage-apify-store-first-page", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:05:50.600Z", "day": "2026-09-30", "traceId": "78a7afe2da810fa6ee36a698836d4c69", "observationId": "f8bf21cc7141339c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/78a7afe2da810fa6ee36a698836d4c69?observation=f8bf21cc7141339c", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "use", "title": "ai-web / use / apify-store-first-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent produced a complete table with all four requested fields (name, description, rating, users) for 20 actors from the first page of apify.com/store, grounded in the scraped markdown data.", "timestamp": "2026-09-30T04:18:58.294Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent produced a complete table with all four requested fields (name, description, rating, users) for 20 actors from the first page of apify.com/store, grounded in the scraped markdown data.", "timestamp": "2026-09-30T04:18:58.256Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-30T04:18:58.219Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:18:58.182Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The onePage check failed because maxPagesToVisit was not set, but in single extraction mode this parameter is explicitly ignored per the Actor's own schema description, so the omission is inconsequential and the task was completed correctly.", "timestamp": "2026-09-30T04:18:58.145Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-30T04:18:58.090Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a complete table with all four requested fields (name, description, rating, users) for 20 actors from the first page of apify.com/store, grounded in the scraped markdown data.", "timestamp": "2026-09-30T04:18:58.031Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took 4 tool calls in a logical sequence: fetch schema, run actor, get dataset items, read full file - a direct and efficient path with no redundant calls.", "timestamp": "2026-09-30T04:18:57.990Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The dataset preview showed itemCount=0 initially, but the agent correctly followed the hint to fetch dataset items anyway and successfully retrieved the data, handling the lag gracefully.", "timestamp": "2026-09-30T04:18:57.927Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the full dataset output from the file and constructed the table directly from the markdown content returned by the scraper, with actor names, descriptions, ratings, and user counts matching the preview data (e.g., Instagram Scraper 4.7/410K, TikTok Scraper 4.8/296K, Google Maps Scraper 4.7/625K).", "timestamp": "2026-09-30T04:18:57.891Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used extractionMode='single' (correct for one-page extraction) with the right startUrl and a well-formed prompt, but did not set maxPagesToVisit which triggered the onePage FAIL check - though in single mode this parameter is ignored per the schema description.", "timestamp": "2026-09-30T04:18:57.849Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to understand the schema, then call-actor with apify/ai-web-scraper, then get-dataset-items and Read to retrieve results - all appropriate tools for this task.", "timestamp": "2026-09-30T04:18:57.809Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:07:12.191Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-09-30T04:07:12.149Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-09-30T04:07:12.098Z", "metadata": {} }, "check.onePage": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper: maxPagesToVisit = undefined (expected lte 3)", "timestamp": "2026-09-30T04:07:12.049Z", "metadata": {} }, "check.promptGiven": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): prompt", "timestamp": "2026-09-30T04:07:12.004Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-09-30T04:07:11.950Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:07:11.897Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-09-30T04:07:11.853Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "onePage" ], "judgeComment": "PASS: The agent produced a complete table with all four requested fields (name, description, rating, users) for 20 actors from the first page of apify.com/store, grounded in the scraped markdown data." }, { "scenarioId": "ai-web-scraper-discovery-climate-articles-three-sites", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:06:12.834Z", "day": "2026-09-30", "traceId": "7d05bf468521e6d167c3a73f836230c3", "observationId": "4e9f686f90a1b8e8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7d05bf468521e6d167c3a73f836230c3?observation=4e9f686f90a1b8e8", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "find", "title": "ai-web / find / climate-articles-three-sites", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run wgumaOomqyPtQX74u (xtech/news-source-crawler) ABORTED", "timestamp": "2026-09-30T04:18:54.400Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:18:54.287Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "Two searches ('news articles scraper', 'news extractor article') failed to surface apify/ai-web-scraper in the results, causing the agent to pick wrong actors throughout; the correct actor was never found or tried.", "timestamp": "2026-09-30T04:18:54.250Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never retrieved any articles from any of the three sites and produced no final answer with article counts or examples; the conversation ended mid-run with the agent aborting the second actor.", "timestamp": "2026-09-30T04:18:54.211Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made multiple searches and tried two wrong actors, spending many turns polling a stalled run before aborting it, never discovering apify/ai-web-scraper which was the intended solution.", "timestamp": "2026-09-30T04:18:54.173Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When automation-lab/news-article-extractor returned 0 items the agent searched for alternatives and tried xtech/news-source-crawler, but when that run stalled it aborted it and ran out of turns without finding a working solution or the correct actor.", "timestamp": "2026-09-30T04:18:54.133Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The first run returned 0 dataset items and the second run was aborted before producing any items, so there was no retrieved data to utilize; the agent ran out of turns without reporting any articles.", "timestamp": "2026-09-30T04:18:54.092Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "For automation-lab/news-article-extractor the agent omitted the required 'prompt' field (confirmed by promptGiven FAIL) and did not set maxPagesToVisit (pageCap FAIL); for xtech/news-source-crawler similarly no prompt or page cap was provided, and the actor was not designed for describe-what-you-want usage.", "timestamp": "2026-09-30T04:18:54.019Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent never found or used apify/ai-web-scraper (the correct actor for describe-what-you-want extraction without selectors/code); instead it picked automation-lab/news-article-extractor and xtech/news-source-crawler, neither of which is the intended actor and neither supports a natural-language prompt input.", "timestamp": "2026-09-30T04:18:53.942Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run wgumaOomqyPtQX74u (xtech/news-source-crawler) ABORTED", "timestamp": "2026-09-30T04:10:08.294Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-30T04:10:08.255Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: maxPagesToVisit = undefined (expected lte 20); xtech/news-source-crawler: maxPagesToVisit = undefined (expected lte 20)", "timestamp": "2026-09-30T04:10:08.213Z", "metadata": {} }, "check.promptGiven": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: prompt = undefined (expected exists undefined); xtech/news-source-crawler: prompt = undefined (expected exists undefined)", "timestamp": "2026-09-30T04:10:08.177Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): xtech/news-source-crawler run wgumaOomqyPtQX74u: ABORTED", "timestamp": "2026-09-30T04:10:08.139Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/ai-web-scraper\"", "timestamp": "2026-09-30T04:10:08.103Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used automation-lab/news-article-extractor, xtech/news-source-crawler; expected apify/ai-web-scraper", "timestamp": "2026-09-30T04:10:08.055Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pageCap", "promptGiven", "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "zillow-zip-search-usage-scottsdale", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:06:21.179Z", "day": "2026-09-30", "traceId": "c07cef98f4ed4a40cd7d71f3de2a4bcf", "observationId": "18af2a5214b6515c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c07cef98f4ed4a40cd7d71f3de2a4bcf?observation=18af2a5214b6515c", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "use", "title": "zillow-zip-search / use / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported 10 homes retrieved and identified the cheapest property as 4950 N MILLER Road #108, Scottsdale, AZ 85251 at $278,000, fully satisfying the task requirements.", "timestamp": "2026-09-30T04:18:46.224Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported 10 homes retrieved and identified the cheapest property as 4950 N MILLER Road #108, Scottsdale, AZ 85251 at $278,000, fully satisfying the task requirements.", "timestamp": "2026-09-30T04:18:46.192Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-30T04:18:46.155Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:18:46.121Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly read the schema, set all required boolean flags, applied priceMax and resultsLimit, and reported accurate results from the retrieved data.", "timestamp": "2026-09-30T04:18:46.081Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-30T04:18:46.040Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported 10 homes retrieved and identified the cheapest property as 4950 N MILLER Road #108, Scottsdale, AZ 85251 at $278,000, fully satisfying the task requirements.", "timestamp": "2026-09-30T04:18:46.002Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: fetch schema, call actor, poll for completion, retrieve items — no redundant calls or wasted steps.", "timestamp": "2026-09-30T04:18:45.965Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and correctly identified the cheapest property (4950 N MILLER Road #108 at $278,000) directly from the returned data, confirmed by the grounded check passing.", "timestamp": "2026-09-30T04:18:45.889Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set zipCodes=['85251'], priceMax=800000, forSaleByAgent=true, forSaleByOwner=false, forRent=false, sold=false, and resultsLimit=10 — all required fields correctly populated as confirmed by the requiredFlags and priceCap deterministic checks passing.", "timestamp": "2026-09-30T04:18:45.857Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-30T04:18:45.784Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:07:11.118Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-09-30T04:07:11.078Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-09-30T04:07:11.037Z", "metadata": {} }, "check.tenResults": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-30T04:07:10.955Z", "metadata": {} }, "check.priceCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): priceMax", "timestamp": "2026-09-30T04:07:10.913Z", "metadata": {} }, "check.requiredFlags": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-09-30T04:07:10.855Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:07:10.813Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/zillow-zip-search", "timestamp": "2026-09-30T04:07:10.759Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{1,3},\\d{3}/", "timestamp": "2026-09-30T04:07:10.709Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent correctly reported 10 homes retrieved and identified the cheapest property as 4950 N MILLER Road #108, Scottsdale, AZ 85251 at $278,000, fully satisfying the task requirements." }, { "scenarioId": "zillow-zip-search-discovery-scottsdale", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:06:41.931Z", "day": "2026-09-30", "traceId": "9c55d5ace334b065eebcd523d6d1d7b6", "observationId": "07f434974df5c2b4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9c55d5ace334b065eebcd523d6d1d7b6?observation=07f434974df5c2b4", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "find", "title": "zillow-zip-search / find / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used pro100chok/zillow-scraper-all-in-one; expected ^maxcopell/zillow", "timestamp": "2026-09-30T04:18:47.793Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used pro100chok/zillow-scraper-all-in-one; expected ^maxcopell/zillow", "timestamp": "2026-09-30T04:18:47.708Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "pro100chok/zillow-scraper-all-in-one", "comment": "Actors the agent ran: pro100chok/zillow-scraper-all-in-one", "timestamp": "2026-09-30T04:18:47.671Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-30T04:18:47.627Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:18:47.576Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used pro100chok/zillow-scraper-all-in-one; expected ^maxcopell/zillow", "timestamp": "2026-09-30T04:18:47.542Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered 10 real addresses with prices all under $800,000 in ZIP 85251, but used the wrong actor (pro100chok instead of maxcopell/zillow), and the answer line says 'Actor: pro100chok/zillow-scraper-all-in-one' which fails the namedActor check.", "timestamp": "2026-09-30T04:18:47.504Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search-actors calls (one for 'real estate homes for sale' and one for 'Zillow Realtor MLS homes'), then fetched actor details, called the actor, and retrieved results — a reasonably direct path with only one extra search call.", "timestamp": "2026-09-30T04:18:47.468Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items with real addresses and prices from the dataset and reported them directly in the final answer.", "timestamp": "2026-09-30T04:18:47.432Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed mode='search', locations=['85251'], listingType='forSale', priceMax=800000, maxItems=10 — all well-formed and appropriate for the task.", "timestamp": "2026-09-30T04:18:47.399Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors to find a Zillow scraper, then selected pro100chok/zillow-scraper-all-in-one instead of the intended maxcopell/zillow-zip-search; the rightActor check is FAIL, meaning the wrong actor was chosen.", "timestamp": "2026-09-30T04:18:47.364Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:07:28.888Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-30T04:07:28.845Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:07:28.804Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"maxcopell/zillow\"", "timestamp": "2026-09-30T04:07:28.722Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used pro100chok/zillow-scraper-all-in-one; expected ^maxcopell/zillow", "timestamp": "2026-09-30T04:07:28.602Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "pro100chok/zillow-scraper-all-in-one", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used pro100chok/zillow-scraper-all-in-one; expected ^maxcopell/zillow" }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:07:06.764Z", "day": "2026-09-30", "traceId": "dcb53e0967bd3df54e5853eabd31f129", "observationId": "999d2d1341e8fed6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/dcb53e0967bd3df54e5853eabd31f129?observation=999d2d1341e8fed6", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 3 of 4 numbers not in Actor output: 268,014, 5,360,000, 268,000", "timestamp": "2026-09-30T04:18:46.094Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 3 of 4 numbers not in Actor output: 268,014, 5,360,000, 268,000", "timestamp": "2026-09-30T04:18:46.010Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-30T04:18:45.975Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:18:45.938Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 3 of 4 numbers not in Actor output: 268,014, 5,360,000, 268,000", "timestamp": "2026-09-30T04:18:45.895Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-09-30T04:18:45.854Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The follower count is correct, but the average likes per post (268,014) is grounded-check FAILED as the numbers don't match the actual retrieved data, making the answer partially incorrect despite having the right structure.", "timestamp": "2026-09-30T04:18:45.822Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two parallel Actor calls (details and posts) and two dataset fetches, which is a direct and efficient approach for this task.", "timestamp": "2026-09-30T04:18:45.782Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved followersCount=104,319,026 from the dataset and retrieved 20 posts with likesCount values, but the grounded check FAIL shows the reported average (268,014) and total (~5.36M) do not match the actual data — summing the 20 retrieved likesCount values gives approximately 5,160,089, not 5,360,000, and the average would be ~258,004 not 268,014.", "timestamp": "2026-09-30T04:18:45.726Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent ran the scraper with resultsType='details' for profile info and resultsType='posts' with resultsLimit=20 for recent posts, both using the correct directUrls format for @nasa.", "timestamp": "2026-09-30T04:18:45.684Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used apify/instagram-scraper with fetch-actor-details, call-actor (twice), and get-dataset-items, which are the appropriate tools for this task.", "timestamp": "2026-09-30T04:18:45.644Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:08:22.267Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-09-30T04:08:22.184Z", "metadata": {} }, "check.followers": { "value": 1, "stringValue": null, "comment": "PASS: followersCount within 2%", "timestamp": "2026-09-30T04:08:22.148Z", "metadata": {} }, "check.grounded": { "value": 0.25, "stringValue": null, "comment": "FAIL: 3 of 4 numbers not in Actor output: 268,014, 5,360,000, 268,000", "timestamp": "2026-09-30T04:08:22.107Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): directUrls[0]", "timestamp": "2026-09-30T04:08:22.068Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:08:22.025Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-09-30T04:08:21.988Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-09-30T04:08:21.948Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 3 of 4 numbers not in Actor output: 268,014, 5,360,000, 268,000" }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:07:11.155Z", "day": "2026-09-30", "traceId": "b4c67b76fefdc1bf39fbf85058d3513f", "observationId": "aab105c0a50c8e85", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b4c67b76fefdc1bf39fbf85058d3513f?observation=aab105c0a50c8e85", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-09-30T04:18:41.691Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-09-30T04:18:41.607Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/instagram-post-scraper", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-09-30T04:18:41.569Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-30T04:18:41.531Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:18:41.499Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-09-30T04:18:41.465Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 'Actor: apify/instagram-post-scraper' and 'Posts: 3', but the deterministic checks confirm namedActor FAIL (wrong actor used) and rightActor FAIL, meaning the task required using apify/instagram-scraper which was not used.", "timestamp": "2026-09-30T04:18:41.432Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: search, fetch details, run actor, get results — no redundant calls.", "timestamp": "2026-09-30T04:18:41.373Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 3 dataset items via get-dataset-items and reported the count of 3 posts in its final answer, directly using the tool results.", "timestamp": "2026-09-30T04:18:41.338Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=['nasa'] and resultsLimit=3 to apify/instagram-post-scraper, which matches the actor's input schema requirements correctly.", "timestamp": "2026-09-30T04:18:41.293Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items which are appropriate tools, but selected apify/instagram-post-scraper instead of the intended apify/instagram-scraper — a wrong actor choice confirmed by the deterministic rightActor: FAIL check.", "timestamp": "2026-09-30T04:18:41.238Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:07:53.078Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-30T04:07:53.023Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:07:52.891Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-09-30T04:07:52.849Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-09-30T04:07:52.770Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/instagram-post-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper" }, { "scenarioId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:07:12.237Z", "day": "2026-09-30", "traceId": "65ea7b0cfa2ba7c4c621d2b35cf786c1", "observationId": "9e0daaef7dd2d66a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/65ea7b0cfa2ba7c4c621d2b35cf786c1?observation=9e0daaef7dd2d66a", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "use", "title": "instagram-reel / use / natgeo-skip-pinned", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence of each caption, play count, and duration for all 3 reels from @natgeo with pinned posts skipped, fully satisfying the task requirements with grounded data.", "timestamp": "2026-09-30T04:18:37.124Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence of each caption, play count, and duration for all 3 reels from @natgeo with pinned posts skipped, fully satisfying the task requirements with grounded data.", "timestamp": "2026-09-30T04:18:37.087Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-30T04:18:37.048Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:18:37.012Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified the actor, supplied proper inputs, retrieved real data, and reported accurate results.", "timestamp": "2026-09-30T04:18:36.971Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-30T04:18:36.934Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence of each caption, play count, and duration for all 3 reels from @natgeo with pinned posts skipped, fully satisfying the task requirements with grounded data.", "timestamp": "2026-09-30T04:18:36.893Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls (fetch details, run actor, get items) with no redundant steps or retries.", "timestamp": "2026-09-30T04:18:36.855Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 9 numbers (3 play counts and 3 durations and 3 caption-derived values) were found in Actor output, and the agent's answer directly reflects the dataset items returned.", "timestamp": "2026-09-30T04:18:36.808Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-reel-scraper with username=[\"natgeo\"], resultsLimit=3, and skipPinnedPosts=true, matching all required inputs per the deterministic checks.", "timestamp": "2026-09-30T04:18:36.766Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-30T04:18:36.722Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:07:55.394Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-30T04:07:55.350Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 9 numbers found in Actor output", "timestamp": "2026-09-30T04:07:55.297Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-09-30T04:07:55.257Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-09-30T04:07:55.188Z", "metadata": {} }, "check.threeReels": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-09-30T04:07:55.133Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-09-30T04:07:55.091Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:07:55.052Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-09-30T04:07:55.009Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence of each caption, play count, and duration for all 3 reels from @natgeo with pinned posts skipped, fully satisfying the task requirements with grounded data." }, { "scenarioId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:07:28.930Z", "day": "2026-09-30", "traceId": "93da2277270283c08312526fce338cd4", "observationId": "fc8e793754f24f75", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/93da2277270283c08312526fce338cd4?observation=fc8e793754f24f75", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "find", "title": "instagram-reel / find / natgeo-reels-shares", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-09-30T04:18:36.678Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-09-30T04:18:36.592Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-reel-scraper", "timestamp": "2026-09-30T04:18:36.552Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-30T04:18:36.509Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-30T04:18:36.475Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The actor run SUCCEEDED with includeSharesCount=true (sharesFlag: PASS) and returned 3 dataset items, but the shares count field was not present in the dataset output read from HOcaiue3TYwlSDwfJ, causing the agent to report 'Not available in returned data' for all three reels.", "timestamp": "2026-09-30T04:18:36.430Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported captions and play counts for 3 reels from actual data, but could not provide share counts because the field was absent from the returned dataset despite includeSharesCount being enabled, leaving the task partially incomplete.", "timestamp": "2026-09-30T04:18:36.392Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls in a logical sequence: search-actors, fetch-actor-details, call-actor, get-dataset-items, Read — no redundant calls.", "timestamp": "2026-09-30T04:18:36.342Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The dataset returned only 1 item in the preview but the agent read the full file and reported 3 reels; however, the shares count was absent from the data and the agent correctly noted this rather than inventing values.", "timestamp": "2026-09-30T04:18:36.304Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the full dataset output from the saved file and reported captions, play counts from the actual retrieved data (e.g., videoPlayCount: 814172 for reel 1), not invented values.", "timestamp": "2026-09-30T04:18:36.242Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with username=['natgeo'], resultsLimit=3, and includeSharesCount=true, which are all correct inputs confirmed by sharesFlag: PASS.", "timestamp": "2026-09-30T04:18:36.206Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-reel-scraper, the intended actor for Instagram Reels with share counts, confirmed by the deterministic check rightActor: PASS.", "timestamp": "2026-09-30T04:18:36.155Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:08:44.860Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-30T04:08:44.821Z", "metadata": {} }, "check.sharesFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeSharesCount", "timestamp": "2026-09-30T04:08:44.786Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:08:44.748Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-reel-scraper\"", "timestamp": "2026-09-30T04:08:44.666Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-09-30T04:08:44.624Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-usage-natgeo-about-section", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:07:53.110Z", "day": "2026-09-30", "traceId": "bc1cfff7866699870de97e6f5e34cfab", "observationId": "be0c95b1f99d88c6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/bc1cfff7866699870de97e6f5e34cfab?observation=be0c95b1f99d88c6", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "use", "title": "instagram-profile / use / natgeo-about-section", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly reported that country information was not available in the scraped data (the about section didn't contain a country field), which is a valid outcome given the actor's documentation states country is only present if the user filled it in.", "timestamp": "2026-09-30T04:18:33.959Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly reported that country information was not available in the scraped data (the about section didn't contain a country field), which is a valid outcome given the actor's documentation states country is only present if the user filled it in.", "timestamp": "2026-09-30T04:18:33.918Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-30T04:18:33.885Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:18:33.846Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly used the right actor with proper inputs, utilized the retrieved data accurately, and provided an honest and complete answer including an explanation for the missing country data.", "timestamp": "2026-09-30T04:18:33.810Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-30T04:18:33.740Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly reported that country information was not available in the scraped data (the about section didn't contain a country field), which is a valid outcome given the actor's documentation states country is only present if the user filled it in.", "timestamp": "2026-09-30T04:18:33.708Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a logical 4-step path: fetch actor details, run actor, get dataset items, read full output file - no redundant calls.", "timestamp": "2026-09-30T04:18:33.672Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the biography field ('Step into wonder and find your inner explorer with National Geographic 🌎') and isBusinessAccount=true from the retrieved dataset items, not from invention.", "timestamp": "2026-09-30T04:18:33.640Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-profile-scraper with usernames=['natgeo'] and includeAboutSection=true, which matches all deterministic checks (rightActor, usernameInput, aboutSection all PASS).", "timestamp": "2026-09-30T04:18:33.597Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, and Read - all appropriate tools for this task.", "timestamp": "2026-09-30T04:18:33.553Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:08:40.074Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-30T04:08:40.034Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-09-30T04:08:39.997Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-09-30T04:08:39.954Z", "metadata": {} }, "check.aboutSection": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeAboutSection", "timestamp": "2026-09-30T04:08:39.920Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): usernames[0]", "timestamp": "2026-09-30T04:08:39.880Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:08:39.771Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-09-30T04:08:39.682Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly reported that country information was not available in the scraped data (the about section didn't contain a country field), which is a valid outcome given the actor's documentation states country is only present if the user filled it in." }, { "scenarioId": "instagram-profile-scraper-discovery-natgeo-verified", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:07:55.434Z", "day": "2026-09-30", "traceId": "aa245ea4ca8490856035e00106888358", "observationId": "da67f412221d7ffa", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/aa245ea4ca8490856035e00106888358?observation=da67f412221d7ffa", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "find", "title": "instagram-profile / find / natgeo-verified", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used data-slayer/instagram-user-info-scraper-cookieless; expected apify/instagram-profile-scraper", "timestamp": "2026-09-30T04:18:31.589Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used data-slayer/instagram-user-info-scraper-cookieless; expected apify/instagram-profile-scraper", "timestamp": "2026-09-30T04:18:31.498Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "data-slayer/instagram-user-info-scraper-cookieless", "comment": "Actors the agent ran: data-slayer/instagram-user-info-scraper-cookieless", "timestamp": "2026-09-30T04:18:31.462Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-30T04:18:31.384Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:18:31.348Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used data-slayer/instagram-user-info-scraper-cookieless; expected apify/instagram-profile-scraper", "timestamp": "2026-09-30T04:18:31.297Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent correctly reported that @natgeo is verified and provided the real bio text from retrieved data, and named the actor used; however, it used the wrong actor (data-slayer instead of apify/instagram-profile-scraper) per the deterministic rightActor FAIL check.", "timestamp": "2026-09-30T04:18:31.261Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls in a logical sequence: search, fetch details, run actor, get results — no redundant steps.", "timestamp": "2026-09-30T04:18:31.209Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the biography and is_verified fields from the dataset items returned by the actor run, not invented data.", "timestamp": "2026-09-30T04:18:31.175Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed {\"usernames\": [\"natgeo\"]} to the actor, which matches the required input schema field, and correctly requested only the relevant fields (is_verified, biography) when fetching dataset items.", "timestamp": "2026-09-30T04:18:31.119Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task, though it selected data-slayer/instagram-user-info-scraper-cookieless instead of the intended apify/instagram-profile-scraper (rightActor check FAIL).", "timestamp": "2026-09-30T04:18:31.082Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:08:20.936Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-30T04:08:20.896Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:08:20.855Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-profile-scraper\"", "timestamp": "2026-09-30T04:08:20.777Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used data-slayer/instagram-user-info-scraper-cookieless; expected apify/instagram-profile-scraper", "timestamp": "2026-09-30T04:08:20.701Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "data-slayer/instagram-user-info-scraper-cookieless", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used data-slayer/instagram-user-info-scraper-cookieless; expected apify/instagram-profile-scraper" }, { "scenarioId": "instagram-post-scraper-usage-natgeo-three-posts", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:08:20.969Z", "day": "2026-09-30", "traceId": "180d4dade4c294029957d0cb8d5b0be1", "observationId": "3356985efd995ed9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/180d4dade4c294029957d0cb8d5b0be1?observation=3356985efd995ed9", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "use", "title": "instagram-post / use / natgeo-three-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check items: 5 items, expected at most 3", "timestamp": "2026-09-30T04:18:28.254Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check items: 5 items, expected at most 3", "timestamp": "2026-09-30T04:18:28.171Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-30T04:18:28.137Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-30T04:18:28.096Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check items: 5 items, expected at most 3", "timestamp": "2026-09-30T04:18:28.061Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-30T04:18:28.017Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 3 posts with real captions and like counts, but the underlying run fetched 5 items (resultsLimit=5) instead of the requested 3, meaning the task requirement of getting exactly 3 posts was not properly fulfilled at the input level, though the final answer correctly presents only 3 posts sorted by recency.", "timestamp": "2026-09-30T04:18:27.981Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve items — no unnecessary repetition.", "timestamp": "2026-09-30T04:18:27.938Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 11 numbers in the final answer were found in the Actor output, so the agent used real retrieved data.", "timestamp": "2026-09-30T04:18:27.903Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent set username=['natgeo'] and skipPinnedPosts=true correctly, but set resultsLimit=5 instead of 3, which caused the FAIL on threePosts and items checks.", "timestamp": "2026-09-30T04:18:27.845Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-09-30T04:18:27.807Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:09:09.844Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: items", "timestamp": "2026-09-30T04:09:09.810Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 11 numbers found in Actor output", "timestamp": "2026-09-30T04:09:09.759Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 5 items, expected at most 3", "timestamp": "2026-09-30T04:09:09.723Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-09-30T04:09:09.686Z", "metadata": {} }, "check.threePosts": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/instagram-post-scraper: resultsLimit = 5 (expected lte 3)", "timestamp": "2026-09-30T04:09:09.632Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-09-30T04:09:09.590Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:09:09.507Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-09-30T04:09:09.422Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "threePosts" ], "judgeComment": "FAIL: check items: 5 items, expected at most 3" }, { "scenarioId": "instagram-post-scraper-discovery-natgeo-latest-post", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:08:22.309Z", "day": "2026-09-30", "traceId": "dcb8da6e07245c76024defb3e200b5ce", "observationId": "0b580db2e0a6396a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/dcb8da6e07245c76024defb3e200b5ce?observation=0b580db2e0a6396a", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "find", "title": "instagram-post / find / natgeo-latest-post", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence of the caption ('Presented by @Rolex.') and the comment count (504) from real retrieved data, and ended with 'Actor: apify/instagram-post-scraper' as required.", "timestamp": "2026-09-30T04:18:25.352Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence of the caption ('Presented by @Rolex.') and the comment count (504) from real retrieved data, and ended with 'Actor: apify/instagram-post-scraper' as required.", "timestamp": "2026-09-30T04:18:25.315Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-09-30T04:18:25.271Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-30T04:18:25.237Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:18:25.194Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered, ran, and utilized apify/instagram-post-scraper to fulfill the task.", "timestamp": "2026-09-30T04:18:25.158Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence of the caption ('Presented by @Rolex.') and the comment count (504) from real retrieved data, and ended with 'Actor: apify/instagram-post-scraper' as required.", "timestamp": "2026-09-30T04:18:25.112Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: search, fetch details, run actor, get dataset items — no redundant calls.", "timestamp": "2026-09-30T04:18:25.075Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The initial run result showed itemCount=0 with a note to fetch dataset items anyway; the agent correctly followed the nextStep instruction and retrieved the data successfully.", "timestamp": "2026-09-30T04:18:24.975Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned (caption and commentsCount=504) to construct its final answer, not invented data.", "timestamp": "2026-09-30T04:18:24.875Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-post-scraper with username=['natgeo'], resultsLimit=1, and dataDetailLevel='detailedData', which are well-formed and appropriate inputs for retrieving the most recent post.", "timestamp": "2026-09-30T04:18:24.776Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for discovering and running the Instagram Post Scraper.", "timestamp": "2026-09-30T04:18:24.714Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:09:20.982Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-30T04:09:20.941Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:09:20.894Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-post-scraper\"", "timestamp": "2026-09-30T04:09:20.778Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-09-30T04:09:20.692Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence of the caption ('Presented by @Rolex.') and the comment count (504) from real retrieved data, and ended with 'Actor: apify/instagram-post-scraper' as required." }, { "scenarioId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:08:40.110Z", "day": "2026-09-30", "traceId": "8463f8d500076281bab7267d007b4575", "observationId": "2a19be73c4a2de9c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8463f8d500076281bab7267d007b4575?observation=2a19be73c4a2de9c", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "use", "title": "instagram-hashtag / use / nasa-keyword-reels", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence of each caption and the like count for all 5 reels, grounded in retrieved data, fulfilling the task completely.", "timestamp": "2026-09-30T04:18:23.937Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence of each caption and the like count for all 5 reels, grounded in retrieved data, fulfilling the task completely.", "timestamp": "2026-09-30T04:18:23.902Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-30T04:18:23.806Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:18:23.767Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor used, inputs well-formed, results properly utilized, error handled gracefully, efficient plan, and task fully completed.", "timestamp": "2026-09-30T04:18:23.727Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-30T04:18:23.693Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence of each caption and the like count for all 5 reels, grounded in retrieved data, fulfilling the task completely.", "timestamp": "2026-09-30T04:18:23.650Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve items — no redundant calls.", "timestamp": "2026-09-30T04:18:23.615Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "One item returned likesCount=-1 (a data anomaly); the agent noted this transparently as a possible API data error rather than ignoring or crashing.", "timestamp": "2026-09-30T04:18:23.573Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 11 numbers in the final answer were found in the Actor output, and captions match the dataset items retrieved.", "timestamp": "2026-09-30T04:18:23.540Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with hashtags=['nasa'], keywordSearch=true, resultsType='reels', resultsLimit=5, all matching the required input schema and task requirements.", "timestamp": "2026-09-30T04:18:23.492Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-30T04:18:23.453Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:09:22.365Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-30T04:09:22.316Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 11 numbers found in Actor output", "timestamp": "2026-09-30T04:09:22.280Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-09-30T04:09:22.237Z", "metadata": {} }, "check.fiveResults": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-09-30T04:09:22.195Z", "metadata": {} }, "check.reelsType": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsType", "timestamp": "2026-09-30T04:09:22.151Z", "metadata": {} }, "check.keywordMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): keywordSearch", "timestamp": "2026-09-30T04:09:22.114Z", "metadata": {} }, "check.keywordInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): hashtags[0]", "timestamp": "2026-09-30T04:09:22.065Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:09:22.029Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-09-30T04:09:21.978Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence of each caption and the like count for all 5 reels, grounded in retrieved data, fulfilling the task completely." }, { "scenarioId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:08:44.893Z", "day": "2026-09-30", "traceId": "3fb3a60d59d6ccd12d254c963c150a91", "observationId": "37933a2d0eacb365", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3fb3a60d59d6ccd12d254c963c150a91?observation=37933a2d0eacb365", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "find", "title": "instagram-hashtag / find / nasa-hashtag", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/instagram-scraper, khadinakbar/instagram-hashtag-scraper; expected apify/instagram-hashtag-scraper", "timestamp": "2026-09-30T04:18:21.594Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/instagram-scraper, khadinakbar/instagram-hashtag-scraper; expected apify/instagram-hashtag-scraper", "timestamp": "2026-09-30T04:18:21.512Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/instagram-scraper", "comment": "Actors the agent ran: apify/instagram-scraper, khadinakbar/instagram-hashtag-scraper", "timestamp": "2026-09-30T04:18:21.475Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-30T04:18:21.436Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-30T04:18:21.394Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/instagram-scraper, khadinakbar/instagram-hashtag-scraper; expected apify/instagram-hashtag-scraper", "timestamp": "2026-09-30T04:18:21.357Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent successfully reported 5 Instagram posts tagged #nasa with real account names and post descriptions drawn from retrieved data, and ended with the required 'Actor: khadinakbar/instagram-hashtag-scraper' line, fulfilling the task requirements despite using a non-canonical actor.", "timestamp": "2026-09-30T04:18:21.317Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made two search calls and tried apify/instagram-scraper before finding a working solution, adding some unnecessary steps, but the recovery was reasonable given the initial wrong actor choice.", "timestamp": "2026-09-30T04:18:21.276Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When apify/instagram-scraper returned hashtag metadata (1 item about lowermanhattan) instead of posts tagged #nasa, the agent correctly recognized the failure and switched to a dedicated hashtag scraper.", "timestamp": "2026-09-30T04:18:21.239Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 5 real posts from the dataset (astro.alexandra, ddindialive, ellieinstem, drsianproctor, austinandcolin) and accurately reported their captions, usernames, and engagement metrics in the final answer.", "timestamp": "2026-09-30T04:18:21.196Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "For khadinakbar/instagram-hashtag-scraper, the agent correctly passed hashtags=['nasa'], maxPostsPerHashtag=5, datePosted='any', mediaType='all', outputMode='full', which are all valid inputs per the schema.", "timestamp": "2026-09-30T04:18:21.155Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Instagram hashtag scrapers and ultimately used khadinakbar/instagram-hashtag-scraper which is a valid hashtag scraper, though the intended actor was apify/instagram-hashtag-scraper. The agent also tried apify/instagram-scraper first which returned hashtag metadata rather than posts.", "timestamp": "2026-09-30T04:18:21.110Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:10:02.797Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-30T04:10:02.759Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:10:02.716Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-hashtag-scraper\"", "timestamp": "2026-09-30T04:10:02.644Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-scraper, khadinakbar/instagram-hashtag-scraper; expected apify/instagram-hashtag-scraper", "timestamp": "2026-09-30T04:10:02.557Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/instagram-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/instagram-scraper, khadinakbar/instagram-hashtag-scraper; expected apify/instagram-hashtag-scraper" }, { "scenarioId": "facebook-posts-scraper-usage-nasa-engagement", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:09:09.878Z", "day": "2026-09-30", "traceId": "66f211ff562851acb5cd630adae50a72", "observationId": "7ff826dce6c2806a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/66f211ff562851acb5cd630adae50a72?observation=7ff826dce6c2806a", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "use", "title": "facebook-posts / use / nasa-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 5 posts with first sentences (or noted no text for image/video posts) and computed total reactions counts from the retrieved data, fulfilling the task.", "timestamp": "2026-09-30T04:18:17.361Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 5 posts with first sentences (or noted no text for image/video posts) and computed total reactions counts from the retrieved data, fulfilling the task.", "timestamp": "2026-09-30T04:18:17.314Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-30T04:18:17.275Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:18:17.230Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, provided proper inputs, retrieved real data, and delivered a complete grounded answer.", "timestamp": "2026-09-30T04:18:17.195Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-30T04:18:17.148Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 5 posts with first sentences (or noted no text for image/video posts) and computed total reactions counts from the retrieved data, fulfilling the task.", "timestamp": "2026-09-30T04:18:17.107Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve results — no redundant calls.", "timestamp": "2026-09-30T04:18:17.066Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 3 reaction numbers in the answer (114, 2026, 455, 1029, 4156) are derived from actual dataset items; post text is quoted directly from the tool results.", "timestamp": "2026-09-30T04:18:17.027Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with startUrls set to https://www.facebook.com/NASA and resultsLimit=5, matching the task requirements; dataset retrieval used the correct datasetId with relevant fields.", "timestamp": "2026-09-30T04:18:16.977Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-30T04:18:16.938Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:09:48.017Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-30T04:09:47.974Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 3 numbers found in Actor output", "timestamp": "2026-09-30T04:09:47.928Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-09-30T04:09:47.893Z", "metadata": {} }, "check.fivePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-09-30T04:09:47.859Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-09-30T04:09:47.807Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:09:47.761Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-09-30T04:09:47.682Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{2,}/", "timestamp": "2026-09-30T04:09:47.603Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 5 posts with first sentences (or noted no text for image/video posts) and computed total reactions counts from the retrieved data, fulfilling the task." }, { "scenarioId": "facebook-posts-scraper-discovery-nasa-page", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:09:21.021Z", "day": "2026-09-30", "traceId": "b3dfddae33916cd80ba7e91716da885d", "observationId": "88de53deec0c5fec", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b3dfddae33916cd80ba7e91716da885d?observation=88de53deec0c5fec", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "find", "title": "facebook-posts / find / nasa-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent delivered all 5 posts with text and reaction counts from real retrieved data, and ended with exactly 'Actor: apify/facebook-posts-scraper' as required.", "timestamp": "2026-09-30T04:18:15.286Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent delivered all 5 posts with text and reaction counts from real retrieved data, and ended with exactly 'Actor: apify/facebook-posts-scraper' as required.", "timestamp": "2026-09-30T04:18:15.249Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/facebook-posts-scraper", "timestamp": "2026-09-30T04:18:15.196Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-30T04:18:15.149Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:18:15.115Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered, configured, ran, and reported results from apify/facebook-posts-scraper for NASA's Facebook page.", "timestamp": "2026-09-30T04:18:15.078Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered all 5 posts with text and reaction counts from real retrieved data, and ended with exactly 'Actor: apify/facebook-posts-scraper' as required.", "timestamp": "2026-09-30T04:18:15.037Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used a minimal 4-tool sequence: search-actors, fetch-actor-details, call-actor, get-dataset-items, with no redundant calls or backtracking.", "timestamp": "2026-09-30T04:18:14.969Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the run and accurately reported the text and reaction counts from the actual dataset results, including summing reaction types correctly.", "timestamp": "2026-09-30T04:18:14.923Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with startUrls containing the NASA Facebook URL and resultsLimit set to 5, which are the correct required fields per the input schema.", "timestamp": "2026-09-30T04:18:14.849Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/facebook-posts-scraper, the intended actor for scraping Facebook page posts, confirmed by the deterministic rightActor check passing.", "timestamp": "2026-09-30T04:18:14.795Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:10:05.985Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-30T04:10:05.952Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:10:05.834Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-posts-scraper\"", "timestamp": "2026-09-30T04:10:05.742Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-09-30T04:10:05.707Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent delivered all 5 posts with text and reaction counts from real retrieved data, and ended with exactly 'Actor: apify/facebook-posts-scraper' as required." }, { "scenarioId": "facebook-groups-scraper-usage-recent-activity", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:09:22.398Z", "day": "2026-09-30", "traceId": "36be451e3eec66fe5ec7b2ad1b9762f7", "observationId": "ceb872d97722f2d9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/36be451e3eec66fe5ec7b2ad1b9762f7?observation=ceb872d97722f2d9", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "use", "title": "facebook-groups / use / recent-activity", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 2 of 12 numbers not in Actor output: 200, 400", "timestamp": "2026-09-30T04:18:16.485Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 2 of 12 numbers not in Actor output: 200, 400", "timestamp": "2026-09-30T04:18:16.396Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-30T04:18:16.363Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:18:16.323Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 2 of 12 numbers not in Actor output: 200, 400", "timestamp": "2026-09-30T04:18:16.286Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-30T04:18:16.246Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported post text and comment counts (0 for all), but fabricated '200+' and '400+' member name counts not present in the retrieved data, causing the grounded check to fail; the core task was mostly fulfilled but with invented numbers.", "timestamp": "2026-09-30T04:18:16.206Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, get results — no unnecessary repetition.", "timestamp": "2026-09-30T04:18:16.160Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved real dataset items (post text and commentsCount=0 for all posts) but then invented '200+' and '400+' member name counts in the summary descriptions, which are not grounded in the actual data — confirmed by the grounded FAIL check noting 200 and 400 are not in Actor output.", "timestamp": "2026-09-30T04:18:16.120Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed startUrls with the correct group URL, resultsLimit=3, and viewOption='RECENT_ACTIVITY', all matching the schema requirements.", "timestamp": "2026-09-30T04:18:16.077Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-30T04:18:15.987Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:09:55.905Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-09-30T04:09:55.841Z", "metadata": {} }, "check.grounded": { "value": 0.833, "stringValue": null, "comment": "FAIL: 2 of 12 numbers not in Actor output: 200, 400", "timestamp": "2026-09-30T04:09:55.803Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-09-30T04:09:55.769Z", "metadata": {} }, "check.sortOrder": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): viewOption", "timestamp": "2026-09-30T04:09:55.734Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-09-30T04:09:55.695Z", "metadata": {} }, "check.groupUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-09-30T04:09:55.608Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:09:55.569Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-09-30T04:09:55.491Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 2 of 12 numbers not in Actor output: 200, 400" }, { "scenarioId": "facebook-groups-scraper-discovery-public-group-posts", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:09:48.046Z", "day": "2026-09-30", "traceId": "025493e2ff71dd955c1b91427f6c21b8", "observationId": "c496527137d966af", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/025493e2ff71dd955c1b91427f6c21b8?observation=c496527137d966af", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "find", "title": "facebook-groups / find / public-group-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-09-30T04:18:08.698Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-09-30T04:18:08.613Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "memo23/facebook-public-group-posts-scraper", "comment": "Actors the agent ran: memo23/facebook-public-group-posts-scraper", "timestamp": "2026-09-30T04:18:08.575Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-30T04:18:08.532Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:18:08.494Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-09-30T04:18:08.417Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 3 posts with content drawn from real retrieved data and ended with 'Actor: memo23/facebook-public-group-posts-scraper', fulfilling the task requirements, though it used the wrong actor (not apify/facebook-groups-scraper as expected).", "timestamp": "2026-09-30T04:18:08.382Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search-actors, fetch-actor-details, call-actor, get-dataset-items — a direct and efficient path with no redundant calls.", "timestamp": "2026-09-30T04:18:08.345Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run initially showed 0 items in the dataset count, and the agent correctly followed the nextStep instruction to call get-dataset-items, which returned the actual 3 items.", "timestamp": "2026-09-30T04:18:08.307Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual retrieved dataset items (post text listing new member names, timestamps, user.name 'AllMath') to describe the posts rather than inventing content.", "timestamp": "2026-09-30T04:18:08.269Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with correct inputs: startUrls containing the target group URL, maxItems:3, and viewOption:'CHRONOLOGICAL', which are all valid parameters per the input schema.", "timestamp": "2026-09-30T04:18:08.232Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Facebook group scrapers and selected memo23/facebook-public-group-posts-scraper, which is a valid actor for scraping public Facebook group posts, though the intended actor was apify/facebook-groups-scraper. The selected actor did succeed and return data.", "timestamp": "2026-09-30T04:18:08.195Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:10:27.756Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-30T04:10:27.658Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:10:27.572Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-groups-scraper\"", "timestamp": "2026-09-30T04:10:27.531Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-09-30T04:10:27.445Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "memo23/facebook-public-group-posts-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper" }, { "scenarioId": "facebook-ads-scraper-usage-nike-last-30-days", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:09:55.943Z", "day": "2026-09-30", "traceId": "6524dba64bc5603c7caf1aa4b4890707", "observationId": "869b758b30e7aefd", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6524dba64bc5603c7caf1aa4b4890707?observation=869b758b30e7aefd", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "use", "title": "facebook-ads / use / nike-last-30-days", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 19 ads retrieved (the facts confirm 20 dataset items), provided a real ad body text, and honestly reported that reach/spend data was null — the count discrepancy (19 vs 20) is a minor error but the grounded check passed, and the reach data reporting is honest though null values mean the reach data requirement was not fulfilled.", "timestamp": "2026-09-30T04:18:08.980Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 19 ads retrieved (the facts confirm 20 dataset items), provided a real ad body text, and honestly reported that reach/spend data was null — the count discrepancy (19 vs 20) is a minor error but the grounded check passed, and the reach data reporting is honest though null values mean the reach data requirement was not fulfilled.", "timestamp": "2026-09-30T04:18:08.943Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-30T04:18:08.905Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:18:08.870Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All deterministic checks passed including grounded, rightActor, ranOk, pageUrl, dateRange, twentyAds, detailsFlag, and items. The agent correctly executed the task, used real data, and honestly reported null reach/spend values which is a Meta Ad Library limitation rather than an agent or actor failure.", "timestamp": "2026-09-30T04:18:08.834Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-09-30T04:18:08.798Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 19 ads retrieved (the facts confirm 20 dataset items), provided a real ad body text, and honestly reported that reach/spend data was null — the count discrepancy (19 vs 20) is a minor error but the grounded check passed, and the reach data reporting is honest though null values mean the reach data requirement was not fulfilled.", "timestamp": "2026-09-30T04:18:08.763Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 4 tool calls: fetch-actor-details, call-actor, get-actor-run, and two get-dataset-items calls — the extra dataset fetch was warranted to investigate null reach/spend fields, making the path reasonably efficient.", "timestamp": "2026-09-30T04:18:08.727Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first dataset fetch showed null reach/spend fields, the agent made a second call with clean=true to inspect the full data structure, which was a reasonable recovery attempt.", "timestamp": "2026-09-30T04:18:08.690Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved actual dataset items and quoted real ad body text from the results (e.g., 'Tenha acesso aos melhores produtos...'), confirmed grounded by the harness check.", "timestamp": "2026-09-30T04:18:08.651Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed startUrls with the Nike Facebook page URL, resultsLimit=20, isDetailsPerAd=true, and onlyAdsNewerThan='30 days' — all correct inputs matching the schema requirements.", "timestamp": "2026-09-30T04:18:08.613Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/facebook-ads-scraper, fetching actor details first and then calling the actor with appropriate parameters.", "timestamp": "2026-09-30T04:18:08.580Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:11:16.276Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-09-30T04:11:16.232Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 3 numbers found in Actor output", "timestamp": "2026-09-30T04:11:16.192Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-09-30T04:11:16.138Z", "metadata": {} }, "check.detailsFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): isDetailsPerAd", "timestamp": "2026-09-30T04:11:16.104Z", "metadata": {} }, "check.twentyAds": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-09-30T04:11:16.068Z", "metadata": {} }, "check.dateRange": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): onlyAdsNewerThan", "timestamp": "2026-09-30T04:11:16.017Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-09-30T04:11:15.978Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:11:15.943Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-ads-scraper", "timestamp": "2026-09-30T04:11:15.905Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-09-30T04:11:15.863Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 19 ads retrieved (the facts confirm 20 dataset items), provided a real ad body text, and honestly reported that reach/spend data was null — the count discrepancy (19 vs 20) is a minor error but the grounded check passed, and the reach data reporting is honest though null values mean the reach data requirement was not fulfilled." }, { "scenarioId": "facebook-ads-scraper-discovery-nike-ad-library", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:10:02.830Z", "day": "2026-09-30", "traceId": "fdb3c08daef81a34b8dfb7d7d5574186", "observationId": "f275178b497ea20b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/fdb3c08daef81a34b8dfb7d7d5574186?observation=f275178b497ea20b", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "find", "title": "facebook-ads / find / nike-ad-library", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent found 10 active Nike ads, reported the count, provided a real example body text from the data, and ended with 'Actor: apify/facebook-ads-scraper' as required.", "timestamp": "2026-09-30T04:18:06.452Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent found 10 active Nike ads, reported the count, provided a real example body text from the data, and ended with 'Actor: apify/facebook-ads-scraper' as required.", "timestamp": "2026-09-30T04:18:06.400Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/facebook-ads-scraper", "timestamp": "2026-09-30T04:18:06.366Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-30T04:18:06.312Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:18:06.274Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first call-actor attempt failed because startUrls was passed as an array of plain strings ['https://www.facebook.com/nike'] instead of objects [{url: 'https://www.facebook.com/nike'}], causing an input validation error. The schema clearly shows items must be objects with a 'url' property, but the agent initially missed this requirement.", "timestamp": "2026-09-30T04:18:06.218Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent found 10 active Nike ads, reported the count, provided a real example body text from the data, and ended with 'Actor: apify/facebook-ads-scraper' as required.", "timestamp": "2026-09-30T04:18:06.180Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent did two parallel searches, fetched actor details, had one failed call due to input format, then a successful call, then retrieved dataset items - a reasonably direct path with only one avoidable error.", "timestamp": "2026-09-30T04:18:06.133Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first call-actor failed with input validation error (startUrls items must be objects, not strings); the agent immediately recognized the issue and corrected the input format on the second call which succeeded.", "timestamp": "2026-09-30T04:18:06.097Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the dataset file using Bash/jq commands and extracted real body text from the 10 returned items, reporting 'Bring sports more fully into your day with the Nike App.' which matches the actual data retrieved.", "timestamp": "2026-09-30T04:18:06.042Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed because startUrls was passed as an array of strings instead of objects with 'url' property; the agent corrected this on the second call with proper format {url: 'https://www.facebook.com/nike'} along with resultsLimit:10 and activeStatus:'active'.", "timestamp": "2026-09-30T04:18:06.004Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/facebook-ads-scraper, the official Apify Actor for Meta Ad Library scraping, which is exactly the intended subject.", "timestamp": "2026-09-30T04:18:05.937Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:11:11.014Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-30T04:11:10.975Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/facebook-ads-scraper run : CALL-FAILED", "timestamp": "2026-09-30T04:11:10.931Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-ads-scraper\"", "timestamp": "2026-09-30T04:11:10.848Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-ads-scraper", "timestamp": "2026-09-30T04:11:10.752Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "PASS: The agent found 10 active Nike ads, reported the count, provided a real example body text from the data, and ended with 'Actor: apify/facebook-ads-scraper' as required." }, { "scenarioId": "tripadvisor-usage-rome-restaurants", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:10:06.022Z", "day": "2026-09-30", "traceId": "aff3793e6dd078ed8663b08868938506", "observationId": "84398407b49db5fa", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/aff3793e6dd078ed8663b08868938506?observation=84398407b49db5fa", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "use", "title": "tripadvisor / use / rome-restaurants", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-09-30T04:18:05.774Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:18:05.696Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The actor successfully produced 9 items (facts confirm itemCount=9 and ratingField PASS), but the agent never fetched the dataset contents before the session timed out. The agent should have called get-dataset-items once 9 results appeared (visible in the get-actor-run response at ~189s) rather than continuing to poll for run completion, which would have allowed it to report results before the session expired.", "timestamp": "2026-09-30T04:18:05.653Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-09-30T04:18:05.593Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is just 'The actor is still running. Let me wait for it to complete.' — no restaurant names, cuisines, price ranges, ratings, or count were reported, so the task was not completed.", "timestamp": "2026-09-30T04:18:05.555Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent polled get-actor-run multiple times (5 times total) with 45-second waits each, which is reasonable given the actor was still running, but the session expired before completion.", "timestamp": "2026-09-30T04:18:05.519Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The session timed out before the actor completed, so the agent never retrieved the dataset items and could not report restaurant names, cuisines, price ranges, or ratings from the data.", "timestamp": "2026-09-30T04:18:05.475Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with query='Rome', maxItemsPerQuery=10, includeRestaurants=true, includeHotels=false, includeAttractions=false — all appropriate inputs for the task.", "timestamp": "2026-09-30T04:18:05.400Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-actor-run tools with the correct actor maxcopell/tripadvisor as required by the task.", "timestamp": "2026-09-30T04:18:05.299Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-09-30T04:15:06.701Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape, ranOk", "timestamp": "2026-09-30T04:15:06.665Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-09-30T04:15:06.630Z", "metadata": {} }, "check.ratingField": { "value": 1, "stringValue": null, "comment": "PASS (warn): 9 items ok", "timestamp": "2026-09-30T04:15:06.594Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 9 items ok", "timestamp": "2026-09-30T04:15:06.556Z", "metadata": {} }, "check.restaurantsMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeRestaurants", "timestamp": "2026-09-30T04:15:06.520Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: maxcopell/tripadvisor run W6RQIbRkv2bfNLIvj: RUNNING", "timestamp": "2026-09-30T04:15:06.478Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-09-30T04:15:06.394Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\b[3-5]\\.\\d\\b/", "timestamp": "2026-09-30T04:15:06.310Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk", "shape" ], "judgeComment": null }, { "scenarioId": "tripadvisor-discovery-barcelona-attractions", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:10:08.328Z", "day": "2026-09-30", "traceId": "cf76d92d88bbc830329c84ea7289a191", "observationId": "065115ea5f8dbeea", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/cf76d92d88bbc830329c84ea7289a191?observation=065115ea5f8dbeea", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "find", "title": "tripadvisor / find / barcelona-attractions", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-09-30T04:17:57.595Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-09-30T04:17:57.515Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "axlymxp/tripadvisor-attractions-scraper", "comment": "Actors the agent ran: axlymxp/tripadvisor-attractions-scraper", "timestamp": "2026-09-30T04:17:57.475Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-30T04:17:57.380Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:17:56.876Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-09-30T04:17:56.776Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent produced a complete comparison table of top 10 Barcelona attractions with ratings and review counts, but used the wrong actor (axlymxp/tripadvisor-attractions-scraper instead of maxcopell/tripadvisor), causing the rightActor and namedActor deterministic checks to FAIL.", "timestamp": "2026-09-30T04:17:56.715Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch-details, call-actor, get-dataset-items) in a direct and logical sequence with no redundant steps.", "timestamp": "2026-09-30T04:17:56.681Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items with rank, name, rating, and review_count fields and accurately presented them in the final answer table.", "timestamp": "2026-09-30T04:17:56.644Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly passed queries=['Barcelona'], maxItemsPerQuery=10, includeTourProducts=false, and includeCoordinates=true, which are all valid and well-formed inputs for the chosen actor.", "timestamp": "2026-09-30T04:17:56.601Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for TripAdvisor attractions actors and selected axlymxp/tripadvisor-attractions-scraper, which is a valid attractions scraper but not the intended maxcopell/tripadvisor actor; the rightActor check is FAIL.", "timestamp": "2026-09-30T04:17:56.563Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:10:42.306Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-30T04:10:42.271Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:10:42.237Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /maxcopell/tripadvisor(?!-)/", "timestamp": "2026-09-30T04:10:42.131Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-09-30T04:10:42.050Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "axlymxp/tripadvisor-attractions-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor" }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:10:19.164Z", "day": "2026-09-30", "traceId": "1d0fde27672a2d51d8f57345fae65a8a", "observationId": "dc49ea29d2ce2ff4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1d0fde27672a2d51d8f57345fae65a8a?observation=dc49ea29d2ce2ff4", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-09-30T04:17:56.445Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-09-30T04:17:56.365Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-30T04:17:56.327Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-30T04:17:56.269Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The dataset item returned aiModeResult=null despite aiModeSearch.enableAiMode=true being set correctly; the Actor did not populate the aiModeResult field, so the agent fell back to reporting aiOverview data as the AI Mode answer. The fields check FAIL confirms aiModeResult was missing from the output.", "timestamp": "2026-09-30T04:17:56.228Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-30T04:17:56.172Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task asked for the AI Mode answer, but the dataset item had aiModeResult=null (confirmed by the FAIL on fields check); the agent instead reported the aiOverview content as if it were the AI Mode answer, which is incorrect — the AI Mode result was not captured.", "timestamp": "2026-09-30T04:17:56.121Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct path: fetch schema, run actor, poll for completion, retrieve results — no unnecessary repetition.", "timestamp": "2026-09-30T04:17:56.089Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run was still RUNNING after the initial 45s wait, and the agent correctly polled again with get-actor-run, successfully recovering.", "timestamp": "2026-09-30T04:17:56.046Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset item returned by get-dataset-items, quoting the aiOverview content and sources directly from the retrieved data.", "timestamp": "2026-09-30T04:17:55.997Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set queries='best crm for small business', countryCode='gb', aiModeSearch.enableAiMode=true, and maxPagesPerQuery=1, which are all correct inputs as confirmed by the deterministic checks passing.", "timestamp": "2026-09-30T04:17:55.960Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-09-30T04:17:55.920Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:11:45.122Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-09-30T04:11:45.081Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 1 of 1 items missing aiModeResult", "timestamp": "2026-09-30T04:11:45.046Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-09-30T04:11:45.011Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-09-30T04:11:44.973Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-09-30T04:11:44.938Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-09-30T04:11:44.871Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:11:44.801Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-09-30T04:11:44.722Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:10:27.789Z", "day": "2026-09-30", "traceId": "e2baba4f8471d41802facec8bb05ac7b", "observationId": "aff35f2b6ad2f0e7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e2baba4f8471d41802facec8bb05ac7b?observation=aff35f2b6ad2f0e7", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported 9 organic results and the top three domains (insta-drive.com, leasingtime.de, blog.dacia.de) grounded in the retrieved dataset data, fully fulfilling the task.", "timestamp": "2026-09-30T04:17:55.185Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported 9 organic results and the top three domains (insta-drive.com, leasingtime.de, blog.dacia.de) grounded in the retrieved dataset data, fully fulfilling the task.", "timestamp": "2026-09-30T04:17:55.147Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-30T04:17:55.097Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:17:55.055Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected tools, formed valid inputs, utilized retrieved data, handled the running state gracefully, followed an efficient plan, and delivered a complete answer.", "timestamp": "2026-09-30T04:17:55.021Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-30T04:17:54.984Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported 9 organic results and the top three domains (insta-drive.com, leasingtime.de, blog.dacia.de) grounded in the retrieved dataset data, fully fulfilling the task.", "timestamp": "2026-09-30T04:17:54.891Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence (fetch details → call actor → poll for completion → get results) with no redundant or wasted calls.", "timestamp": "2026-09-30T04:17:54.830Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor returned status RUNNING on the first call-actor response, and the agent correctly polled with get-actor-run until it SUCCEEDED before fetching dataset items.", "timestamp": "2026-09-30T04:17:54.785Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent's final answer directly cites the organicResults array from the dataset: 9 results, with domains insta-drive.com, leasingtime.de, and blog.dacia.de matching positions 1-3 in the retrieved data.", "timestamp": "2026-09-30T04:17:54.745Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed queries='elektroauto leasing', maxPagesPerQuery=1, countryCode='de', languageCode='de', and searchLanguage='de', which satisfies all required deterministic checks (query, country, lang, pages).", "timestamp": "2026-09-30T04:17:54.712Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running apify/google-search-scraper and retrieving results.", "timestamp": "2026-09-30T04:17:54.676Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:11:45.629Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-09-30T04:11:45.595Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-09-30T04:11:45.556Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-09-30T04:11:45.520Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-09-30T04:11:45.481Z", "metadata": {} }, "check.lang": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): languageCode", "timestamp": "2026-09-30T04:11:45.449Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-09-30T04:11:45.413Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-09-30T04:11:45.371Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:11:45.332Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-09-30T04:11:45.294Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent correctly reported 9 organic results and the top three domains (insta-drive.com, leasingtime.de, blog.dacia.de) grounded in the retrieved dataset data, fully fulfilling the task." }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:10:42.339Z", "day": "2026-09-30", "traceId": "65182c1fff0202a6657f2ffec51bc8be", "observationId": "a3e1cf1dc97a6623", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/65182c1fff0202a6657f2ffec51bc8be?observation=a3e1cf1dc97a6623", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents 5 organic results with titles, URLs, and snippets from the first page of Google Search for 'apify web scraping', and ends with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-09-30T04:17:54.681Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents 5 organic results with titles, URLs, and snippets from the first page of Google Search for 'apify web scraping', and ends with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-09-30T04:17:54.578Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-09-30T04:17:54.475Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-30T04:17:54.375Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:17:54.275Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly discovered, ran, and utilized apify/google-search-scraper to return organic search results with titles, links, and snippets for the requested query.", "timestamp": "2026-09-30T04:17:54.205Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents 5 organic results with titles, URLs, and snippets from the first page of Google Search for 'apify web scraping', and ends with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-09-30T04:17:54.161Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: search-actors, fetch-actor-details, call-actor, get-dataset-items (with fields), get-dataset-items (full) — the extra dataset fetch was necessary to recover from the empty projection result, making the path reasonably efficient.", "timestamp": "2026-09-30T04:17:54.125Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with field projection returned an empty object {}; the agent immediately retried without field filtering to get the full data successfully.", "timestamp": "2026-09-30T04:17:54.091Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and presented organic results with titles, URLs, and snippets directly from the returned data (positions 1-5 visible in the tool result preview).", "timestamp": "2026-09-30T04:17:53.995Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with queries='apify web scraping' and maxPagesPerQuery=1, which correctly targets the first results page only with the right query.", "timestamp": "2026-09-30T04:17:53.950Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for 'Google Search results scraper', found apify/google-search-scraper as the top result, fetched its details, and ran it — exactly the right actor for the task.", "timestamp": "2026-09-30T04:17:53.869Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:11:37.292Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-30T04:11:37.250Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:11:37.157Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-09-30T04:11:37.116Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-09-30T04:11:37.028Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents 5 organic results with titles, URLs, and snippets from the first page of Google Search for 'apify web scraping', and ends with 'Actor: apify/google-search-scraper' as required." }, { "scenarioId": "google-maps-contact-details-usage-toronto-roofers", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:11:11.056Z", "day": "2026-09-30", "traceId": "404fb7c9a538540575983b2192432c85", "observationId": "4329e2c9e7a02c99", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/404fb7c9a538540575983b2192432c85?observation=4329e2c9e7a02c99", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "use", "title": "google-maps-contact-details / use / toronto-roofers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 3 of 10 items missing emails", "timestamp": "2026-09-30T04:17:47.272Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 3 of 10 items missing emails", "timestamp": "2026-09-30T04:17:47.184Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-30T04:17:47.146Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-30T04:17:47.091Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 3 of 10 items missing emails", "timestamp": "2026-09-30T04:17:47.053Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-09-30T04:17:47.017Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned all 10 roofing companies with names, websites, emails, and social profiles, and correctly stated that 7 out of 10 had emails — matching the facts (3 items missing emails means 7 had them), fully completing the task.", "timestamp": "2026-09-30T04:17:46.978Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent polled get-actor-run multiple times (4 times total) while waiting for the Actor to complete, which was necessary given the Actor's runtime of ~196 seconds and the 45-second wait intervals — this is reasonable and not wasteful.", "timestamp": "2026-09-30T04:17:46.934Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned data (titles, websites, emails, social profiles) to populate the final answer table without inventing any values.", "timestamp": "2026-09-30T04:17:46.897Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called lukaskrivka/google-maps-with-contact-details with searchStringsArray=['roofing companies'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=10, and scrapeSocialMediaProfiles enabled — all correct and sensible inputs.", "timestamp": "2026-09-30T04:17:46.858Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the specified Actor and retrieving results.", "timestamp": "2026-09-30T04:17:46.818Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:14:50.738Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-09-30T04:14:50.697Z", "metadata": {} }, "check.count": { "value": 1, "stringValue": null, "comment": "PASS (warn): answer matches /[0-9]/", "timestamp": "2026-09-30T04:14:50.622Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 3 of 10 items missing emails", "timestamp": "2026-09-30T04:14:50.581Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-30T04:14:50.458Z", "metadata": {} }, "check.socials": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): scrapeSocialMediaProfiles", "timestamp": "2026-09-30T04:14:50.424Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-09-30T04:14:50.350Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:14:50.297Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-09-30T04:14:50.209Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 3 of 10 items missing emails" }, { "scenarioId": "google-maps-contact-details-discovery-toronto-roofers-emails", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:11:16.310Z", "day": "2026-09-30", "traceId": "6fbe589b14aaf659459bb27dddcd2719", "observationId": "75db57fe57850574", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6fbe589b14aaf659459bb27dddcd2719?observation=75db57fe57850574", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "find", "title": "google-maps-contact-details / find / toronto-roofers-emails", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent found 10 roofing companies in Toronto, listed all of them with their email status, accurately counted 5 with emails based on the retrieved data, and ended with the required 'Actor: lukaskrivka/google-maps-with-contact-details' line.", "timestamp": "2026-09-30T04:17:45.775Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent found 10 roofing companies in Toronto, listed all of them with their email status, accurately counted 5 with emails based on the retrieved data, and ended with the required 'Actor: lukaskrivka/google-maps-with-contact-details' line.", "timestamp": "2026-09-30T04:17:45.732Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-09-30T04:17:45.696Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-30T04:17:45.658Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:17:45.610Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor selected, correct inputs, data properly utilized, efficient plan, and complete accurate answer delivered.", "timestamp": "2026-09-30T04:17:45.573Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent found 10 roofing companies in Toronto, listed all of them with their email status, accurately counted 5 with emails based on the retrieved data, and ended with the required 'Actor: lukaskrivka/google-maps-with-contact-details' line.", "timestamp": "2026-09-30T04:17:45.535Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent searched for actors, fetched actor details, called the actor, polled 4 times for completion (reasonable given the 150s runtime), then fetched dataset items — a direct and efficient path with no unnecessary repetition.", "timestamp": "2026-09-30T04:17:45.486Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items with get-dataset-items and directly used the returned title and emails fields to list all 10 companies and count those with emails.", "timestamp": "2026-09-30T04:17:45.442Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with searchStringsArray=['roofing'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=10, and language='en', which are all correct and well-formed inputs for the task.", "timestamp": "2026-09-30T04:17:45.404Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used lukaskrivka/google-maps-with-contact-details, which is specifically designed to extract emails from Google Maps business websites, rather than a plain Maps scraper.", "timestamp": "2026-09-30T04:17:45.366Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:14:12.575Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-30T04:14:12.541Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:14:12.508Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"lukaskrivka/google-maps-with-contact-details\"", "timestamp": "2026-09-30T04:14:12.471Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-09-30T04:14:12.436Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent found 10 roofing companies in Toronto, listed all of them with their email status, accurately counted 5 with emails based on the retrieved data, and ended with the required 'Actor: lukaskrivka/google-maps-with-contact-details' line." }, { "scenarioId": "google-maps-reviews-usage-ritz-trend", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:11:37.367Z", "day": "2026-09-30", "traceId": "1941b771a83af78981693060e376d394", "observationId": "d4397c3175cc2071", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1941b771a83af78981693060e376d394?observation=d4397c3175cc2071", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "use", "title": "google-maps-reviews / use / ritz-trend", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent computed averages for both groups (4.0 vs 4.36), stated the trend is down, and grounded the analysis in retrieved data, though the handling of null-star reviews by exclusion rather than treating them as a data quality issue is a minor methodological choice that doesn't invalidate the answer.", "timestamp": "2026-09-30T04:17:44.558Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent computed averages for both groups (4.0 vs 4.36), stated the trend is down, and grounded the analysis in retrieved data, though the handling of null-star reviews by exclusion rather than treating them as a data quality issue is a minor methodological choice that doesn't invalidate the answer.", "timestamp": "2026-09-30T04:17:44.517Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-30T04:17:44.455Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:17:44.370Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, formed valid inputs, retrieved and used real data, handled missing star values gracefully, and delivered a complete trend analysis.", "timestamp": "2026-09-30T04:17:44.329Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-30T04:17:44.291Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent computed averages for both groups (4.0 vs 4.36), stated the trend is down, and grounded the analysis in retrieved data, though the handling of null-star reviews by exclusion rather than treating them as a data quality issue is a minor methodological choice that doesn't invalidate the answer.", "timestamp": "2026-09-30T04:17:44.239Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence (fetch schema, run actor, get items) with no redundant calls.", "timestamp": "2026-09-30T04:17:44.178Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "7 of 30 items were missing stars (confirmed by deterministic check); the agent acknowledged this by noting '10 rated reviews, 5 without ratings' for the newest 15 and '11 rated reviews, 4 without ratings' for the previous 15, handling nulls by excluding them from averages.", "timestamp": "2026-09-30T04:17:44.090Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the 30 dataset items and used the actual stars and publishedAtDate fields from the preview to compute averages, referencing specific reviewers and ratings visible in the data.", "timestamp": "2026-09-30T04:17:43.978Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called compass/google-maps-reviews-scraper with maxReviews=30, reviewsSort='newest', and a valid Google Maps search URL for Ritz-Carlton Chicago, matching all task requirements.", "timestamp": "2026-09-30T04:17:43.876Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-30T04:17:43.776Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:12:22.778Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-09-30T04:12:22.742Z", "metadata": {} }, "check.stars": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 7 of 30 items missing stars", "timestamp": "2026-09-30T04:12:22.707Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 30 items ok", "timestamp": "2026-09-30T04:12:22.672Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxReviews", "timestamp": "2026-09-30T04:12:22.634Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:12:22.599Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-reviews-scraper", "timestamp": "2026-09-30T04:12:22.564Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[1-5](\\.\\d+)?\\b/", "timestamp": "2026-09-30T04:12:22.526Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "stars" ], "judgeComment": "PASS: The agent computed averages for both groups (4.0 vs 4.36), stated the trend is down, and grounded the analysis in retrieved data, though the handling of null-star reviews by exclusion rather than treating them as a data quality issue is a minor methodological choice that doesn't invalidate the answer." }, { "scenarioId": "google-maps-reviews-discovery-ritz", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:11:45.158Z", "day": "2026-09-30", "traceId": "407cf8838eda95ff46039f11d61cea3d", "observationId": "3086693e313ad34f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/407cf8838eda95ff46039f11d61cea3d?observation=3086693e313ad34f", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "find", "title": "google-maps-reviews / find / ritz", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides a well-structured summary of complaints and praises grounded in the 30 retrieved reviews, and ends with exactly 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-09-30T04:17:43.571Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides a well-structured summary of complaints and praises grounded in the 30 retrieved reviews, and ends with exactly 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-09-30T04:17:43.533Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-09-30T04:17:43.492Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-09-30T04:17:43.393Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:17:43.362Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first call-actor attempt failed because startUrls items were passed as plain strings rather than objects ({\"url\": \"...\"}), causing an input validation error. The schema clearly requires items to be objects with a 'url' property, but the agent initially passed them incorrectly, requiring a retry.", "timestamp": "2026-09-30T04:17:43.323Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides a well-structured summary of complaints and praises grounded in the 30 retrieved reviews, and ends with exactly 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-09-30T04:17:43.282Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: search-actors, fetch-actor-details, two call-actor attempts (one failed, one succeeded), and get-dataset-items — a reasonably direct path with only one extra call due to the correctable input error.", "timestamp": "2026-09-30T04:17:43.234Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first call-actor attempt failed with an input validation error ('must be object'); the agent immediately retried with the corrected input format and succeeded.", "timestamp": "2026-09-30T04:17:43.196Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched 30 dataset items and grounded the summary in actual review text visible in the preview (e.g., Agnes at lobby, Armani the mixologist, Torali restaurant complaints, WiFi/Marriott benefits issues, birthday cake praise).", "timestamp": "2026-09-30T04:17:43.117Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed because startUrls items were passed as plain strings instead of objects with a 'url' key; the agent immediately corrected this in the second call by wrapping each URL as {\"url\": \"...\"}, which succeeded.", "timestamp": "2026-09-30T04:17:43.077Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used compass/Google-Maps-Reviews-Scraper, the intended actor for scraping Google Maps reviews.", "timestamp": "2026-09-30T04:17:42.977Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:12:33.735Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-09-30T04:12:33.686Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): compass/Google-Maps-Reviews-Scraper run : CALL-FAILED", "timestamp": "2026-09-30T04:12:33.643Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"compass/google-maps-reviews-scraper\"", "timestamp": "2026-09-30T04:12:33.561Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-09-30T04:12:33.472Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "PASS: The final answer provides a well-structured summary of complaints and praises grounded in the 30 retrieved reviews, and ends with exactly 'Actor: compass/Google-Maps-Reviews-Scraper' as required." }, { "scenarioId": "google-maps-extractor-usage-toronto-plumbers", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:11:45.672Z", "day": "2026-09-30", "traceId": "dd2d5e5f893df9baa04db1e8d82ae7e2", "observationId": "7bb5da3589634c57", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/dd2d5e5f893df9baa04db1e8d82ae7e2?observation=7bb5da3589634c57", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "use", "title": "google-maps-extractor / use / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 2 of 15 items missing address", "timestamp": "2026-09-30T04:17:36.399Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 2 of 15 items missing address", "timestamp": "2026-09-30T04:17:36.320Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-30T04:17:36.286Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-30T04:17:36.250Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 2 of 15 items missing address", "timestamp": "2026-09-30T04:17:36.216Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-30T04:17:36.175Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned all 15 plumbers with name, phone, and rating from real data; 2 addresses were missing (as confirmed by the fields FAIL check) but the agent acknowledged this honestly, and correctly identified the highest-rated plumbers (6 tied at 5.0 stars).", "timestamp": "2026-09-30T04:17:36.135Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve results — no redundant calls.", "timestamp": "2026-09-30T04:17:36.098Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "Two items were missing addresses (confirmed by fields FAIL check), and the agent correctly noted 'Address not available' for those two entries rather than inventing addresses.", "timestamp": "2026-09-30T04:17:36.031Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 18 numbers in the answer were found in Actor output, and the agent's table directly mirrors the dataset items returned by get-dataset-items.", "timestamp": "2026-09-30T04:17:35.949Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called compass/google-maps-extractor with searchStringsArray=['plumber'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=15, and language='en' — all well-formed and appropriate.", "timestamp": "2026-09-30T04:17:35.917Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-30T04:17:35.840Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:12:21.185Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-09-30T04:12:21.151Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 18 numbers found in Actor output", "timestamp": "2026-09-30T04:12:21.114Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /[1-5][.][0-9]/", "timestamp": "2026-09-30T04:12:21.073Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 15 items missing address", "timestamp": "2026-09-30T04:12:21.033Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 15 items ok", "timestamp": "2026-09-30T04:12:20.965Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-09-30T04:12:20.890Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:12:20.825Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-extractor", "timestamp": "2026-09-30T04:12:20.739Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 2 of 15 items missing address" }, { "scenarioId": "google-maps-extractor-discovery-toronto-plumbers", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:12:21.218Z", "day": "2026-09-30", "traceId": "d15d6b0a5453b51a4d4405904e0654ae", "observationId": "5c33fc8c087e4717", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d15d6b0a5453b51a4d4405904e0654ae?observation=5c33fc8c087e4717", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "find", "title": "google-maps-extractor / find / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used scrapers_lat/n49-canada-business-scraper, buff_pineapple/google-maps-scraper; expected compass/google-maps-extractor", "timestamp": "2026-09-30T04:17:36.038Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used scrapers_lat/n49-canada-business-scraper, buff_pineapple/google-maps-scraper; expected compass/google-maps-extractor", "timestamp": "2026-09-30T04:17:35.951Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "scrapers_lat/n49-canada-business-scraper", "comment": "Actors the agent ran: scrapers_lat/n49-canada-business-scraper, buff_pineapple/google-maps-scraper", "timestamp": "2026-09-30T04:17:35.916Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-30T04:17:35.875Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-30T04:17:35.829Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used scrapers_lat/n49-canada-business-scraper, buff_pineapple/google-maps-scraper; expected compass/google-maps-extractor", "timestamp": "2026-09-30T04:17:35.794Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned 15 plumbers in Toronto with name, address, phone, website, and rating (no reviews), fulfilling the task requirements, though using a non-intended actor (namedActor check FAIL).", "timestamp": "2026-09-30T04:17:35.756Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search-actor calls in parallel and then two actor runs (one failed, one succeeded), which is slightly inefficient but reasonable given the first actor failed; the overall path was not excessively long.", "timestamp": "2026-09-30T04:17:35.716Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When scrapers_lat/n49-canada-business-scraper returned 0 items, the agent correctly recognized the failure and switched to buff_pineapple/google-maps-scraper, which succeeded.", "timestamp": "2026-09-30T04:17:35.681Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the 15 items returned from the dataset (names, addresses, phones, websites, ratings) to construct the final answer without inventing data.", "timestamp": "2026-09-30T04:17:35.648Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "For buff_pineapple/google-maps-scraper, the agent passed searchQueries=['plumber in Toronto'] and maxResults=15, which are reasonable inputs that produced 15 results with the required fields.", "timestamp": "2026-09-30T04:17:35.611Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used scrapers_lat/n49-canada-business-scraper first (wrong actor, returned 0 items) then buff_pineapple/google-maps-scraper (also not the intended compass/google-maps-extractor or compass/crawler-google-places). The deterministic check rightActor is FAIL because neither actor matches the expected compass actors.", "timestamp": "2026-09-30T04:17:35.569Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:13:43.896Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-30T04:13:43.853Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:13:43.809Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /compass/(google-maps-extractor|crawler-google-places)/", "timestamp": "2026-09-30T04:13:43.723Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used scrapers_lat/n49-canada-business-scraper, buff_pineapple/google-maps-scraper; expected compass/google-maps-extractor", "timestamp": "2026-09-30T04:13:43.633Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "scrapers_lat/n49-canada-business-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used scrapers_lat/n49-canada-business-scraper, buff_pineapple/google-maps-scraper; expected compass/google-maps-extractor" }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:12:22.809Z", "day": "2026-09-30", "traceId": "08d13fa3f21cb6c3f23bc211fc8657f9", "observationId": "421d3ded9b2092b7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/08d13fa3f21cb6c3f23bc211fc8657f9?observation=421d3ded9b2092b7", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved exactly 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified KAFE 608 as the highest-rated at 4.9 stars, fully satisfying the task.", "timestamp": "2026-09-30T04:17:32.616Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved exactly 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified KAFE 608 as the highest-rated at 4.9 stars, fully satisfying the task.", "timestamp": "2026-09-30T04:17:32.580Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-30T04:17:32.543Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:17:32.505Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, provided valid inputs, retrieved and used real data, and delivered a complete answer.", "timestamp": "2026-09-30T04:17:32.467Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-30T04:17:32.432Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved exactly 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified KAFE 608 as the highest-rated at 4.9 stars, fully satisfying the task.", "timestamp": "2026-09-30T04:17:32.394Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve items — no redundant calls or retries.", "timestamp": "2026-09-30T04:17:32.352Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "All names, addresses, phones, and ratings in the final answer match the dataset items returned by get-dataset-items, confirmed by the grounded check passing.", "timestamp": "2026-09-30T04:17:32.275Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=['coffee shop'], locationQuery='Prague, Czech Republic', maxCrawledPlacesPerSearch=10, language='en', and placeMinimumStars='four', all well-formed and appropriate for finding highly-rated coffee shops in Prague.", "timestamp": "2026-09-30T04:17:32.241Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with compass/crawler-google-places, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-30T04:17:32.150Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:13:00.307Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-09-30T04:13:00.251Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 3 numbers found in Actor output", "timestamp": "2026-09-30T04:13:00.213Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-30T04:13:00.168Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-30T04:13:00.130Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-09-30T04:13:00.091Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:13:00.046Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-09-30T04:12:59.957Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-09-30T04:12:59.835Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved exactly 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified KAFE 608 as the highest-rated at 4.9 stars, fully satisfying the task." }, { "scenarioId": "crawler-google-places-discovery-miami-gyms", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:12:33.815Z", "day": "2026-09-30", "traceId": "124b4458b862390060257f94d0ab0011", "observationId": "1422726f2a495836", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/124b4458b862390060257f94d0ab0011?observation=1422726f2a495836", "subject": "compass/crawler-google-places", "owner": "google", "skill": "find", "title": "crawler-google-places / find / miami-gyms", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used scrapemint/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-09-30T04:17:33.513Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used scrapemint/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-09-30T04:17:33.432Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "scrapemint/google-maps-scraper", "comment": "Actors the agent ran: scrapemint/google-maps-scraper", "timestamp": "2026-09-30T04:17:33.391Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-30T04:17:33.352Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-09-30T04:17:33.318Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used scrapemint/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-09-30T04:17:33.275Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides a ranked table of 20 Miami gyms with ratings, review counts, and opening hours grounded in retrieved data, fulfilling the task requirements, though the wrong actor was used (scrapemint/google-maps-scraper instead of compass/crawler-google-places).", "timestamp": "2026-09-30T04:17:33.236Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent did two searches (one too narrow, one broader), fetched actor details, ran the actor, polled multiple times while waiting, then fetched dataset items twice (once with projected fields, once with all fields) — the double dataset fetch was slightly redundant but not excessive.", "timestamp": "2026-09-30T04:17:33.200Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 dataset items with name, rating, reviewCount, address, and hours fields and used them directly to populate the comparison table in the final answer.", "timestamp": "2026-09-30T04:17:33.168Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed well-formed inputs to scrapemint/google-maps-scraper: searchQueries=['gyms in Miami'], maxPlacesPerQuery=20, maxPlacesTotal=20, language='en', which are all valid and appropriate for the task.", "timestamp": "2026-09-30T04:17:33.125Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used scrapemint/google-maps-scraper instead of the intended compass/crawler-google-places; the rightActor check is FAIL, meaning the wrong actor was selected despite searching the store.", "timestamp": "2026-09-30T04:17:33.083Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:16:54.236Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-30T04:16:54.129Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:16:54.091Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"compass/crawler-google-places\"", "timestamp": "2026-09-30T04:16:54.008Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used scrapemint/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-09-30T04:16:53.926Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "scrapemint/google-maps-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used scrapemint/google-maps-scraper; expected compass/crawler-google-places" }, { "scenarioId": "contact-info-scraper-usage-two-domains-shallow", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:13:00.343Z", "day": "2026-09-30", "traceId": "5605c638978220556ed1655e0a641be6", "observationId": "a1311eeeeb3c7bb9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5605c638978220556ed1655e0a641be6?observation=a1311eeeeb3c7bb9", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "use", "title": "contact-info / use / two-domains-shallow", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: vdrmota/contact-info-scraper run : CALL-FAILED", "timestamp": "2026-09-30T04:17:25.845Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: vdrmota/contact-info-scraper run : CALL-FAILED", "timestamp": "2026-09-30T04:17:25.759Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-09-30T04:17:25.721Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:17:25.678Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: vdrmota/contact-info-scraper run : CALL-FAILED; check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-09-30T04:17:25.644Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-09-30T04:17:25.600Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The facts show fields check FAILED (2 of 2 items missing 'url'; 1 of 2 items missing 'emails'), and the dataset only returned 1 item (notion.so) while apify.com data appears in the preview but the itemCount was 1 at SUCCEEDED time; the agent reported apify.com data including invented details like '@apifytech', '@apifyoffice', 'https://www.youtube.com/c/Apify', and 'https://discord.com/invite/jyEM2PRvMU' that are not visible in the truncated dataset preview, and the fields check FAIL confirms missing required fields.", "timestamp": "2026-09-30T04:17:25.565Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed one retry due to the initial input validation failure, but otherwise the flow was direct: fetch details, call actor, poll for completion, retrieve items.", "timestamp": "2026-09-30T04:17:25.516Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with input validation error, the agent correctly added proxyConfig and retried, resulting in a successful run.", "timestamp": "2026-09-30T04:17:25.480Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the dataset items returned (domain, emails, linkedIns, twitters, etc.) to populate the final report, accurately reflecting notion.so having empty emails and apify.com having three emails.", "timestamp": "2026-09-30T04:17:25.434Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed due to input validation (missing proxyConfig or schema mismatch), but the second call with proxyConfig added succeeded with correct startUrls, maxDepth=1, sameDomain=true, and mergeContacts=true.", "timestamp": "2026-09-30T04:17:25.362Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used vdrmota/contact-info-scraper, fetching actor details first and then calling the actor with both URLs.", "timestamp": "2026-09-30T04:17:25.317Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:14:33.809Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, fields", "timestamp": "2026-09-30T04:14:33.767Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-09-30T04:14:33.715Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 2 items ok", "timestamp": "2026-09-30T04:14:33.677Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): maxDepth", "timestamp": "2026-09-30T04:14:33.615Z", "metadata": {} }, "check.urls": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s)", "timestamp": "2026-09-30T04:14:33.560Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: vdrmota/contact-info-scraper run : CALL-FAILED", "timestamp": "2026-09-30T04:14:33.441Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used vdrmota/contact-info-scraper", "timestamp": "2026-09-30T04:14:33.329Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "ranOk" ], "judgeComment": "FAIL: check ranOk: vdrmota/contact-info-scraper run : CALL-FAILED" }, { "scenarioId": "contact-info-scraper-discovery-notion-website", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:13:43.934Z", "day": "2026-09-30", "traceId": "61a3ebcdef24e8281ae57128a7f410a4", "observationId": "1da2d9ff9ad0ef1e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/61a3ebcdef24e8281ae57128a7f410a4?observation=1da2d9ff9ad0ef1e", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "find", "title": "contact-info / find / notion-website", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-09-30T04:17:22.144Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-09-30T04:17:22.056Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "gio21/website-contact-extractor", "comment": "Actors the agent ran: gio21/website-contact-extractor", "timestamp": "2026-09-30T04:17:21.993Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-30T04:17:21.954Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:17:21.913Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-09-30T04:17:21.876Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent used the wrong actor (gio21/website-contact-extractor instead of vdrmota/contact-info-scraper) and returned mostly empty/malformed contact data, failing to properly fulfill the contact info retrieval task.", "timestamp": "2026-09-30T04:17:21.839Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used only 3 tool calls (search, call-actor, get-dataset-items) with no redundant steps, which is a direct path.", "timestamp": "2026-09-30T04:17:21.770Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run reported '4 failed' requests but the agent followed the next-step instruction to fetch dataset items and correctly reported what was found, handling the partial failure reasonably.", "timestamp": "2026-09-30T04:17:21.730Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and accurately reported the returned data (empty emails, phone numbers list, empty social fields) without inventing any values.", "timestamp": "2026-09-30T04:17:21.671Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the URL as an array in the 'websites' field matching gio21/website-contact-extractor's required input schema, which is well-formed for the actor it chose.", "timestamp": "2026-09-30T04:17:21.603Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for 'contact information scraper website' and selected gio21/website-contact-extractor instead of the intended vdrmota/contact-info-scraper; the rightActor check is confirmed FAIL.", "timestamp": "2026-09-30T04:17:21.549Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:14:11.778Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-30T04:14:11.732Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:14:11.691Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"vdrmota/contact-info-scraper\"", "timestamp": "2026-09-30T04:14:11.615Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-09-30T04:14:11.522Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "gio21/website-contact-extractor", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper" }, { "scenarioId": "booking-scraper-usage-amsterdam-three-adults", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:14:11.811Z", "day": "2026-09-30", "traceId": "d1600e356c2f97f68390de7d9874caef", "observationId": "8de3cdb24624b907", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d1600e356c2f97f68390de7d9874caef?observation=8de3cdb24624b907", "subject": "voyager/booking-scraper", "owner": "google", "skill": "use", "title": "booking / use / amsterdam-three-adults", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 10 hotels retrieved, identified the cheapest nightly price (€45.70 at Y Hostel), and the highest-rated property (The Bee Hostel at 8.8), fulfilling all three requested outputs; the facts confirm 10 dataset items were returned.", "timestamp": "2026-09-30T04:17:21.784Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 10 hotels retrieved, identified the cheapest nightly price (€45.70 at Y Hostel), and the highest-rated property (The Bee Hostel at 8.8), fulfilling all three requested outputs; the facts confirm 10 dataset items were returned.", "timestamp": "2026-09-30T04:17:21.739Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-30T04:17:21.645Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:17:21.605Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor used, proper inputs including adults=3, results utilized accurately, efficient plan, and complete answer with count, cheapest price, and highest-rated property.", "timestamp": "2026-09-30T04:17:21.564Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-09-30T04:17:21.523Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 hotels retrieved, identified the cheapest nightly price (€45.70 at Y Hostel), and the highest-rated property (The Bee Hostel at 8.8), fulfilling all three requested outputs; the facts confirm 10 dataset items were returned.", "timestamp": "2026-09-30T04:17:21.478Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used a minimal 4-call sequence: fetch schema, call actor, poll for completion, fetch items — no redundant steps.", "timestamp": "2026-09-30T04:17:21.441Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent's final answer lists hotel names, prices, and ratings that match the dataset preview (e.g., Y Hostel at €45.70, The Bee Hostel at 8.8 rating), confirming data was used from the retrieved results.", "timestamp": "2026-09-30T04:17:21.398Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set search='Amsterdam', maxItems=10, checkIn='2026-10-28', checkOut='2026-10-30', adults=3, rooms=1, currency='EUR' — all correct including the non-default adults=3.", "timestamp": "2026-09-30T04:17:21.316Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-30T04:17:21.209Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:15:56.025Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-09-30T04:15:55.992Z", "metadata": {} }, "check.optFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-09-30T04:15:55.945Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-30T04:15:55.906Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-30T04:15:55.863Z", "metadata": {} }, "check.adults": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): adults", "timestamp": "2026-09-30T04:15:55.827Z", "metadata": {} }, "check.dates": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-09-30T04:15:55.782Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxItems", "timestamp": "2026-09-30T04:15:55.745Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:15:55.650Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used voyager/booking-scraper", "timestamp": "2026-09-30T04:15:55.569Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 10 hotels retrieved, identified the cheapest nightly price (€45.70 at Y Hostel), and the highest-rated property (The Bee Hostel at 8.8), fulfilling all three requested outputs; the facts confirm 10 dataset items were returned." }, { "scenarioId": "booking-scraper-discovery-amsterdam-hotels", "experimentId": "5d9149828b2c07b7", "experimentName": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-09-30T04:14:12.607Z", "day": "2026-09-30", "traceId": "61411441b4a0ecfb02e957aeccc4f8f5", "observationId": "e9e46917a84b77dc", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/61411441b4a0ecfb02e957aeccc4f8f5?observation=e9e46917a84b77dc", "subject": "voyager/booking-scraper", "owner": "google", "skill": "find", "title": "booking / find / amsterdam-hotels", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-09-30T04:17:24.030Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-09-30T04:17:23.935Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "santamaria-automations/booking-com-scraper", "comment": "Actors the agent ran: santamaria-automations/booking-com-scraper", "timestamp": "2026-09-30T04:17:23.897Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-09-30T04:17:23.854Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T04:17:23.816Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-09-30T04:17:23.779Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned 10 Amsterdam hotels with prices and identified the cheapest (Hotel Allure), fulfilling the user's request, but used the wrong actor (santamaria-automations/booking-com-scraper instead of voyager/booking-scraper) and the final line names the wrong actor.", "timestamp": "2026-09-30T04:17:23.734Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 4 tool calls: search-actors, fetch-actor-details, call-actor, get-dataset-items — a direct and efficient path with no redundant calls, though it skipped the recommended second broader search.", "timestamp": "2026-09-30T04:17:23.696Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items and directly used the name, price, review_score, and star_rating fields from the dataset to populate the table and identify Hotel Allure as cheapest at £293.49.", "timestamp": "2026-09-30T04:17:23.657Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed well-formed inputs: destination='Amsterdam', destType='CITY', checkin='2026-10-30', checkout='2026-11-01' (two nights, roughly a month from the run date of 2026-09-30), adults=2, rooms=1, currency='EUR', sortBy='PRICE', maxResults=10 — all sensible and correctly typed.", "timestamp": "2026-09-30T04:17:23.603Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors to find Booking.com scrapers and selected santamaria-automations/booking-com-scraper instead of the intended voyager/booking-scraper; the rightActor check is FAIL, meaning the wrong actor was chosen.", "timestamp": "2026-09-30T04:17:23.561Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "5d9149828b2c07b7", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T04:14:44.188Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-09-30T04:14:44.151Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-09-30T04:14:44.113Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"voyager/booking-scraper\"", "timestamp": "2026-09-30T04:14:44.021Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-09-30T04:14:43.943Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "santamaria-automations/booking-com-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper" }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "a556410b1665a8ee", "experimentName": "store-actors · claude-haiku-4.5 · subject:crawler-google-places limit:1 · 2026-09-30 13:30 · cli", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "cli", "repeats": 1, "fullScope": false, "startTime": "2026-09-30T13:30:05.693Z", "day": "2026-09-30", "traceId": "99fa5971ab261ad603d0f062655e299b", "observationId": "78ab7b6a59fb73a7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/99fa5971ab261ad603d0f062655e299b?observation=78ab7b6a59fb73a7", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), identified the highest-rated ones (Jedno kafe and KAFE 608 both at 4.9★), and presented all data in a clear table grounded in actual retrieved data.", "timestamp": "2026-09-30T13:31:36.437Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a556410b1665a8ee", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), identified the highest-rated ones (Jedno kafe and KAFE 608 both at 4.9★), and presented all data in a clear table grounded in actual retrieved data.", "timestamp": "2026-09-30T13:31:36.398Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a556410b1665a8ee", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-09-30T13:31:36.363Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a556410b1665a8ee", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-09-30T13:31:36.326Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a556410b1665a8ee", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected tools, formed valid inputs, utilized retrieved data, ran efficiently, and fully completed the task.", "timestamp": "2026-09-30T13:31:36.294Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a556410b1665a8ee", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-09-30T13:31:36.258Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a556410b1665a8ee", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), identified the highest-rated ones (Jedno kafe and KAFE 608 both at 4.9★), and presented all data in a clear table grounded in actual retrieved data.", "timestamp": "2026-09-30T13:31:36.221Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a556410b1665a8ee", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve results — no redundant steps.", "timestamp": "2026-09-30T13:31:36.187Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a556410b1665a8ee", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "All 10 results in the final answer (names, addresses, phones, ratings) match the dataset items returned by get-dataset-items, confirmed by the grounded check passing.", "timestamp": "2026-09-30T13:31:36.152Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a556410b1665a8ee", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=['coffee shop'], locationQuery='Prague, Czechia', maxCrawledPlacesPerSearch=10, language='en', and placeMinimumStars='four', all well-formed and appropriate for finding highly-rated coffee shops in Prague.", "timestamp": "2026-09-30T13:31:36.076Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a556410b1665a8ee", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-09-30T13:31:35.988Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a556410b1665a8ee", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-09-30T13:30:48.558Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-09-30T13:30:48.501Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 5 numbers found in Actor output", "timestamp": "2026-09-30T13:30:48.465Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-30T13:30:48.423Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-09-30T13:30:48.378Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-09-30T13:30:48.335Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-09-30T13:30:48.289Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-09-30T13:30:48.151Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-09-30T13:30:47.947Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), identified the highest-rated ones (Jedno kafe and KAFE 608 both at 4.9★), and presented all data in a clear table grounded in actual retrieved data." }, { "scenarioId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:00:49.805Z", "day": "2026-10-01", "traceId": "27a5dbb6262ebe3b54aa38aa1a06d4d1", "observationId": "e0c147d21c24f837", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/27a5dbb6262ebe3b54aa38aa1a06d4d1?observation=e0c147d21c24f837", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "use", "title": "youtube-shorts / use / mrbeast-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-01T04:21:19.746Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-01T04:21:19.658Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-01T04:21:19.501Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-01T04:21:19.459Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The get-dataset-items call returned 10 items including 'Subscribe for an iPhone' (viewCount: 1,226,403,668, likes: 6,800,000), but the agent's final table only lists 9 rows, dropping the 10th item. The agent incorrectly trusted the 'totalItemCount: 9' summary field over the actual 10 items returned, leading to an incomplete answer.", "timestamp": "2026-10-01T04:21:19.419Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-01T04:21:19.382Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported all 10 items (dataset returned 10 items per facts) with correct view and like counts, though the table only shows 9 rows due to the agent misreading the dataset summary showing 'totalItemCount: 9' while 10 items were actually returned and displayed; the Subscribe for an iPhone Short is missing from the table despite being in the fetched data.", "timestamp": "2026-10-01T04:21:19.347Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: fetch details, call actor, poll for completion, fetch results — no redundant steps.", "timestamp": "2026-10-01T04:21:19.302Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The Actor was still RUNNING after the first 45-second wait, so the agent correctly polled again with get-actor-run and waited for completion before fetching results.", "timestamp": "2026-10-01T04:21:19.253Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 22 numbers in the final answer were found in Actor output, and the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-10-01T04:21:19.216Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called streamers/youtube-shorts-scraper with channels=['MrBeast'], maxResultsShorts=10, and sortChannelShortsBy='POPULAR', which matches all required inputs.", "timestamp": "2026-10-01T04:21:19.177Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-01T04:21:19.139Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:02:15.472Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-01T04:02:15.434Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 22 numbers found in Actor output", "timestamp": "2026-10-01T04:02:15.397Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-01T04:02:15.360Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-01T04:02:15.326Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResultsShorts", "timestamp": "2026-10-01T04:02:15.292Z", "metadata": {} }, "check.sortPopular": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): sortChannelShortsBy", "timestamp": "2026-10-01T04:02:15.256Z", "metadata": {} }, "check.channelInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): channels[0]", "timestamp": "2026-10-01T04:02:15.197Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-01T04:02:15.119Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-01T04:02:15.042Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "youtube-scraper-discovery-espresso", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:00:49.808Z", "day": "2026-10-01", "traceId": "5b88ef5697f271564e3d4304a39c80f4", "observationId": "97b46472672ba4ea", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5b88ef5697f271564e3d4304a39c80f4?observation=97b46472672ba4ea", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "find", "title": "youtube / find / espresso", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-01T04:21:06.663Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-01T04:21:06.578Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "api-ninja/youtube-search-scraper", "comment": "Actors the agent ran: api-ninja/youtube-search-scraper", "timestamp": "2026-10-01T04:21:06.538Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-01T04:21:06.503Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:21:06.466Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-01T04:21:06.436Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent produced a list of 10 videos with titles, channel names, and view counts from the last month sorted by popularity, but used the wrong actor (api-ninja/youtube-search-scraper instead of streamers/youtube-scraper) as confirmed by the deterministic checks.", "timestamp": "2026-10-01T04:21:06.400Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used two search calls (first for 'YouTube videos', then 'YouTube search scrape'), fetched actor details, made one failed call, one successful call, and one dataset fetch — reasonably direct with only minor extra steps.", "timestamp": "2026-10-01T04:21:06.367Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'Field input.maxResults must be >= 20', the agent immediately retried with maxResults=20 and succeeded.", "timestamp": "2026-10-01T04:21:06.331Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the dataset items returned by get-dataset-items to populate the final answer table with real titles, channels, and view counts.", "timestamp": "2026-10-01T04:21:06.301Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "After the first call failed due to maxResults<20, the agent corrected to maxResults=20 and used uploadDate='month', sortBy='popularity', type='video' — all appropriate for the task.", "timestamp": "2026-10-01T04:21:06.261Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for YouTube scraping actors and selected api-ninja/youtube-search-scraper, which can search YouTube by keyword with date and sort filters, but the intended/correct actor was streamers/youtube-scraper. The agent did not find or use the correct actor.", "timestamp": "2026-10-01T04:21:06.220Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:01:43.121Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-01T04:01:43.054Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): api-ninja/youtube-search-scraper run : CALL-FAILED", "timestamp": "2026-10-01T04:01:42.909Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"streamers/youtube-scraper\"", "timestamp": "2026-10-01T04:01:42.874Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-01T04:01:42.722Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "api-ninja/youtube-search-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper" }, { "scenarioId": "youtube-scraper-usage-espresso-engagement", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:00:49.808Z", "day": "2026-10-01", "traceId": "425250ef79b8bef92b692a21858659ae", "observationId": "72ab97cb474bda96", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/425250ef79b8bef92b692a21858659ae?observation=72ab97cb474bda96", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "use", "title": "youtube / use / espresso-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements with grounded data.", "timestamp": "2026-10-01T04:21:08.112Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements with grounded data.", "timestamp": "2026-10-01T04:21:08.070Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-01T04:21:08.036Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:21:07.997Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified and used the right actor, formed proper inputs, handled the async run, and reported accurate engagement metrics for all 5 videos.", "timestamp": "2026-10-01T04:21:07.960Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-01T04:21:07.922Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements with grounded data.", "timestamp": "2026-10-01T04:21:07.888Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a logical 4-step path: fetch actor details, call actor, poll for completion, retrieve dataset items — no redundant calls.", "timestamp": "2026-10-01T04:21:07.852Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor was still RUNNING after the initial 45-second wait, so the agent correctly polled with get-actor-run and waited for SUCCEEDED status before fetching results.", "timestamp": "2026-10-01T04:21:07.820Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The deterministic check 'grounded' confirms all 15 numbers in the final answer were found in the Actor output, and the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-10-01T04:21:07.786Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called streamers/youtube-scraper with searchQueries=[\"home espresso machine review\"] and maxResults=5, which correctly maps to the actor's input schema fields.", "timestamp": "2026-10-01T04:21:07.712Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the specified actor and retrieving results.", "timestamp": "2026-10-01T04:21:07.673Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:02:04.848Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-01T04:02:04.804Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 15 numbers found in Actor output", "timestamp": "2026-10-01T04:02:04.758Z", "metadata": {} }, "check.engagementFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-01T04:02:04.717Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-01T04:02:04.640Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-01T04:02:04.594Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-01T04:02:04.559Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-scraper", "timestamp": "2026-10-01T04:02:04.464Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-01T04:02:04.359Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements with grounded data." }, { "scenarioId": "tiktok-scraper-usage-protein-coffee", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:00:49.808Z", "day": "2026-10-01", "traceId": "b43597664f20967e287521a6e7663700", "observationId": "c358425dc427ad49", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b43597664f20967e287521a6e7663700?observation=c358425dc427ad49", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "use", "title": "tiktok / use / protein-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent delivered a ranked table of the top 10 protein coffee recipe videos with creator names, play counts, and URLs, all grounded in the retrieved dataset with 100 items confirmed by the harness.", "timestamp": "2026-10-01T04:21:12.442Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent delivered a ranked table of the top 10 protein coffee recipe videos with creator names, play counts, and URLs, all grounded in the retrieved dataset with 100 items confirmed by the harness.", "timestamp": "2026-10-01T04:21:12.400Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-01T04:21:12.369Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:21:12.323Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the correct actor, used well-formed inputs, retrieved and correctly utilized real data, and delivered a complete, grounded answer.", "timestamp": "2026-10-01T04:21:12.288Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-01T04:21:12.237Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a ranked table of the top 10 protein coffee recipe videos with creator names, play counts, and URLs, all grounded in the retrieved dataset with 100 items confirmed by the harness.", "timestamp": "2026-10-01T04:21:12.199Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent polled get-actor-run four times while the actor was still running, which was necessary given the ~190 second runtime; there was no unnecessary repetition or wasted calls.", "timestamp": "2026-10-01T04:21:12.138Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 22 numbers in the final answer were found in Actor output, and the play counts in the answer match exactly what was returned in the dataset preview (e.g., 6,640,490 for Ashlie Ann, 4,405,097 for Josh New).", "timestamp": "2026-10-01T04:21:12.105Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used searchQueries:[\"protein coffee recipe\"], searchSection:\"/video\", resultsPerPage:100, and videoSearchSorting:\"MOST_LIKED\" — all valid fields from the schema, well-suited to finding top videos by plays.", "timestamp": "2026-10-01T04:21:12.048Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with clockworks/tiktok-scraper, followed by get-actor-run to poll for completion, and get-dataset-items to retrieve results — all appropriate tools for the task.", "timestamp": "2026-10-01T04:21:12.019Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:04:39.752Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-01T04:04:39.718Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 22 numbers found in Actor output", "timestamp": "2026-10-01T04:04:39.678Z", "metadata": {} }, "check.plays": { "value": 1, "stringValue": null, "comment": "PASS (warn): 100 items ok", "timestamp": "2026-10-01T04:04:39.640Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-01T04:04:39.601Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-scraper", "timestamp": "2026-10-01T04:04:39.499Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-01T04:04:39.416Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent delivered a ranked table of the top 10 protein coffee recipe videos with creator names, play counts, and URLs, all grounded in the retrieved dataset with 100 items confirmed by the harness." }, { "scenarioId": "tiktok-scraper-discovery-cleantok", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:00:49.808Z", "day": "2026-10-01", "traceId": "b744d4a1aa50fa73f1303fd8d49ac11a", "observationId": "c3005c1824f0aa01", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b744d4a1aa50fa73f1303fd8d49ac11a?observation=c3005c1824f0aa01", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "find", "title": "tiktok / find / cleantok", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-01T04:21:12.051Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-01T04:21:11.959Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "clockworks/tiktok-hashtag-scraper", "comment": "Actors the agent ran: clockworks/tiktok-hashtag-scraper", "timestamp": "2026-10-01T04:21:11.902Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-01T04:21:11.839Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:21:11.797Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-01T04:21:11.763Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent produced a well-structured summary of trending content themes and engagement metrics from real data, and ended with 'Actor: clockworks/tiktok-hashtag-scraper' — but the namedActor check FAILs because the expected actor was clockworks/tiktok-scraper, not the hashtag-specific sibling used.", "timestamp": "2026-10-01T04:21:11.717Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: search, fetch details, run actor, get results — a direct and efficient path.", "timestamp": "2026-10-01T04:21:11.682Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 dataset items and used real engagement numbers from the data (e.g., 53.4M plays for guest bath restock, 27.5M plays for sponge ASMR) to build the summary.", "timestamp": "2026-10-01T04:21:11.594Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed hashtags=['cleantok'] and resultsPerPage=20, which are valid inputs matching the schema requirements for the chosen actor.", "timestamp": "2026-10-01T04:21:11.558Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for TikTok hashtag actors and selected clockworks/tiktok-hashtag-scraper, which is a sibling of the intended clockworks/tiktok-scraper. The rightActor check is FAIL per the deterministic facts, meaning the wrong actor was chosen.", "timestamp": "2026-10-01T04:21:11.520Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:01:45.981Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-01T04:01:45.943Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-01T04:01:45.903Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-scraper\"", "timestamp": "2026-10-01T04:01:45.843Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-01T04:01:45.805Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "clockworks/tiktok-hashtag-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper" }, { "scenarioId": "youtube-shorts-scraper-discovery-mrbeast-popular", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:00:49.808Z", "day": "2026-10-01", "traceId": "ce0039d92ab422b4e9e9441a7e8e097b", "observationId": "9c406da5bedfa671", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ce0039d92ab422b4e9e9441a7e8e097b?observation=9c406da5bedfa671", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "find", "title": "youtube-shorts / find / mrbeast-popular", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer lists 10 MrBeast YouTube Shorts sorted by view count with titles, view counts, likes, and URLs all drawn from the actual dataset output, and ends with the required 'Actor: streamers/youtube-shorts-scraper' line.", "timestamp": "2026-10-01T04:21:17.556Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer lists 10 MrBeast YouTube Shorts sorted by view count with titles, view counts, likes, and URLs all drawn from the actual dataset output, and ends with the required 'Actor: streamers/youtube-shorts-scraper' line.", "timestamp": "2026-10-01T04:21:17.520Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: streamers/youtube-shorts-scraper", "timestamp": "2026-10-01T04:21:17.489Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-01T04:21:17.453Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:21:17.419Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor selected, correct inputs provided, real data used in the answer, efficient plan executed, and task fully completed.", "timestamp": "2026-10-01T04:21:17.381Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer lists 10 MrBeast YouTube Shorts sorted by view count with titles, view counts, likes, and URLs all drawn from the actual dataset output, and ends with the required 'Actor: streamers/youtube-shorts-scraper' line.", "timestamp": "2026-10-01T04:21:17.347Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used a logical sequence: search-actors, fetch-actor-details, call-actor, three get-actor-run polls (needed because the run took ~2 minutes), then get-dataset-items — no redundant or wasted calls.", "timestamp": "2026-10-01T04:21:17.308Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the actual run (datasetId=sWwQyYMDzYXKytUPT) and presented the exact titles, view counts, likes, and URLs from the tool result in the final answer.", "timestamp": "2026-10-01T04:21:17.278Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with channels=['MrBeast'], maxResultsShorts=10, and sortChannelShortsBy='POPULAR', which are all valid and appropriate inputs matching the schema requirements.", "timestamp": "2026-10-01T04:21:17.219Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used streamers/youtube-shorts-scraper, the intended actor for this task, confirmed by the deterministic rightActor check passing.", "timestamp": "2026-10-01T04:21:17.182Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:03:25.116Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-01T04:03:25.083Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{3,}/", "timestamp": "2026-10-01T04:03:25.044Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-01T04:03:24.969Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"streamers/youtube-shorts-scraper\"", "timestamp": "2026-10-01T04:03:24.935Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-01T04:03:24.854Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer lists 10 MrBeast YouTube Shorts sorted by view count with titles, view counts, likes, and URLs all drawn from the actual dataset output, and ends with the required 'Actor: streamers/youtube-shorts-scraper' line." }, { "scenarioId": "tiktok-profile-scraper-usage-apifylife-latest-five", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:01:43.339Z", "day": "2026-10-01", "traceId": "602b44b6dbadac680e71576bacee5ef2", "observationId": "b4cd1b318ffd232f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/602b44b6dbadac680e71576bacee5ef2?observation=b4cd1b318ffd232f", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "use", "title": "tiktok-profile / use / apifylife-latest-five", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer correctly reports the follower count (192) and lists all 5 most recent videos with their play counts, all grounded in the retrieved data.", "timestamp": "2026-10-01T04:21:01.788Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer correctly reports the follower count (192) and lists all 5 most recent videos with their play counts, all grounded in the retrieved data.", "timestamp": "2026-10-01T04:21:01.754Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-01T04:21:01.716Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:21:01.677Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, provided valid inputs, retrieved and used the data, and delivered a complete answer grounded in the actual output.", "timestamp": "2026-10-01T04:21:01.634Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-01T04:21:01.604Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer correctly reports the follower count (192) and lists all 5 most recent videos with their play counts, all grounded in the retrieved data.", "timestamp": "2026-10-01T04:21:01.563Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: fetch actor details, call actor, poll for completion, retrieve dataset items — no redundant calls.", "timestamp": "2026-10-01T04:21:01.529Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly used the authorMeta.fans (192), video captions, dates, and playCount values from the actual API response — confirmed by the grounded check passing.", "timestamp": "2026-10-01T04:21:01.474Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called clockworks/tiktok-profile-scraper with profiles=['apifylife'] and resultsPerPage=5, which matches the task requirements and passes the deterministic checks profileInput and cap.", "timestamp": "2026-10-01T04:21:01.438Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for the task of scraping a TikTok profile.", "timestamp": "2026-10-01T04:21:01.369Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:02:47.193Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-01T04:02:47.161Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 9 numbers found in Actor output", "timestamp": "2026-10-01T04:02:47.122Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-01T04:02:47.088Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-01T04:02:47.052Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsPerPage", "timestamp": "2026-10-01T04:02:47.018Z", "metadata": {} }, "check.profileInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): profiles[0]", "timestamp": "2026-10-01T04:02:46.977Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-01T04:02:46.943Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-01T04:02:46.906Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer correctly reports the follower count (192) and lists all 5 most recent videos with their play counts, all grounded in the retrieved data." }, { "scenarioId": "tiktok-profile-scraper-discovery-apifylife-followers", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:01:46.014Z", "day": "2026-10-01", "traceId": "d1e179645c1f4f9fc59384903c76b74b", "observationId": "21b22e3b424c759d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d1e179645c1f4f9fc59384903c76b74b?observation=21b22e3b424c759d", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "find", "title": "tiktok-profile / find / apifylife-followers", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides the follower count (192) and all 5 most recent videos with captions, dates, links, and engagement metrics, fully satisfying the task requirements, and ends with the required 'Actor: clockworks/tiktok-profile-scraper' line.", "timestamp": "2026-10-01T04:20:58.496Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides the follower count (192) and all 5 most recent videos with captions, dates, links, and engagement metrics, fully satisfying the task requirements, and ends with the required 'Actor: clockworks/tiktok-profile-scraper' line.", "timestamp": "2026-10-01T04:20:58.465Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-profile-scraper", "timestamp": "2026-10-01T04:20:58.428Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-01T04:20:58.396Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:20:58.354Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor selected, correct inputs used, data properly utilized, efficient plan executed, and task fully completed with accurate information from the scraped data.", "timestamp": "2026-10-01T04:20:58.321Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides the follower count (192) and all 5 most recent videos with captions, dates, links, and engagement metrics, fully satisfying the task requirements, and ends with the required 'Actor: clockworks/tiktok-profile-scraper' line.", "timestamp": "2026-10-01T04:20:58.285Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 5 tool calls (search, fetch details, call actor, poll run, get dataset items) in a logical sequence with no redundant steps.", "timestamp": "2026-10-01T04:20:58.247Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the dataset items returned (follower count of 192 from authorMeta.fans, video captions, dates, URLs, and engagement metrics) without fabricating any data.", "timestamp": "2026-10-01T04:20:58.212Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with profiles=['apifylife'], resultsPerPage=5, and profileSorting='latest', which are all correct and well-formed inputs for retrieving the 5 most recent videos.", "timestamp": "2026-10-01T04:20:58.179Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified clockworks/tiktok-profile-scraper as the right tool for a single profile lookup, confirmed by the deterministic rightActor check passing.", "timestamp": "2026-10-01T04:20:58.144Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:02:54.178Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-01T04:02:54.146Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{2,}/", "timestamp": "2026-10-01T04:02:54.102Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-01T04:02:54.031Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-profile-scraper\"", "timestamp": "2026-10-01T04:02:53.977Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-01T04:02:53.890Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides the follower count (192) and all 5 most recent videos with captions, dates, links, and engagement metrics, fully satisfying the task requirements, and ends with the required 'Actor: clockworks/tiktok-profile-scraper' line." }, { "scenarioId": "tiktok-comments-scraper-usage-top-level-only", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:02:05.088Z", "day": "2026-10-01", "traceId": "ddd4075c9efdd8b309b97e958907323c", "observationId": "693cae191abf6d49", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ddd4075c9efdd8b309b97e958907323c?observation=693cae191abf6d49", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "use", "title": "tiktok-comments / use / top-level-only", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 5 comments with like counts, but the grounded check flags that '70,000,000' (appearing in the answer as '70.M on Bella Poarch' comment context) is not in the actor output — however the comment text '70.M on Bella Poarch' is directly from the dataset; the grounded FAIL likely refers to the agent's explanatory text mentioning '70M on Bella Poarch's TikTok account' which is an interpretation not directly in the data, but the core 5 comments and their like counts are correctly reported from the dataset.", "timestamp": "2026-10-01T04:21:00.693Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 5 comments with like counts, but the grounded check flags that '70,000,000' (appearing in the answer as '70.M on Bella Poarch' comment context) is not in the actor output — however the comment text '70.M on Bella Poarch' is directly from the dataset; the grounded FAIL likely refers to the agent's explanatory text mentioning '70M on Bella Poarch's TikTok account' which is an interpretation not directly in the data, but the core 5 comments and their like counts are correctly reported from the dataset.", "timestamp": "2026-10-01T04:21:00.647Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-01T04:21:00.609Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:21:00.572Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The grounded check failed because the agent added interpretive text ('reaching 70M on Bella Poarch's TikTok account') that introduced a number (70,000,000) not present in the actor output; the actor data only contained the comment text '70.M on Bella Poarch' — the agent should report data as-is without adding inferred numeric values.", "timestamp": "2026-10-01T04:21:00.533Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-01T04:21:00.497Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 5 comments with like counts, but the grounded check flags that '70,000,000' (appearing in the answer as '70.M on Bella Poarch' comment context) is not in the actor output — however the comment text '70.M on Bella Poarch' is directly from the dataset; the grounded FAIL likely refers to the agent's explanatory text mentioning '70M on Bella Poarch's TikTok account' which is an interpretation not directly in the data, but the core 5 comments and their like counts are correctly reported from the dataset.", "timestamp": "2026-10-01T04:21:00.458Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run actor, get dataset items — no redundant calls.", "timestamp": "2026-10-01T04:21:00.425Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and directly used the diggCount field to rank and report the top 5 comments, matching the data shown in the tool result preview.", "timestamp": "2026-10-01T04:21:00.394Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used postURLs with the correct URL, topLevelCommentsPerPost=20, and maxRepliesPerComment=0; however, the deterministic check flags that commentsPerPost was not set (cap FAIL), though topLevelCommentsPerPost=20 was used instead and produced 20 items correctly.", "timestamp": "2026-10-01T04:21:00.358Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-01T04:21:00.325Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:02:44.389Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-01T04:02:44.354Z", "metadata": {} }, "check.grounded": { "value": 0.929, "stringValue": null, "comment": "FAIL (warn): 1 of 14 numbers not in Actor output: 70,000,000", "timestamp": "2026-10-01T04:02:44.315Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-01T04:02:44.277Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-01T04:02:44.227Z", "metadata": {} }, "check.noReplies": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxRepliesPerComment", "timestamp": "2026-10-01T04:02:44.191Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): clockworks/tiktok-comments-scraper: commentsPerPost = undefined (expected lte 20)", "timestamp": "2026-10-01T04:02:44.143Z", "metadata": {} }, "check.videoUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): postURLs[0]", "timestamp": "2026-10-01T04:02:44.108Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-01T04:02:44.016Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-01T04:02:43.933Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "PASS: The agent reported 5 comments with like counts, but the grounded check flags that '70,000,000' (appearing in the answer as '70.M on Bella Poarch' comment context) is not in the actor output — however the comment text '70.M on Bella Poarch' is directly from the dataset; the grounded FAIL likely refers to the agent's explanatory text mentioning '70M on Bella Poarch's TikTok account' which is an interpretation not directly in the data, but the core 5 comments and their like counts are correctly reported from the dataset." }, { "scenarioId": "tiktok-comments-scraper-discovery-video-top-comments", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:02:15.504Z", "day": "2026-10-01", "traceId": "3afea437e24dddc000c333b0d31c0c63", "observationId": "19e7f44138ada63c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3afea437e24dddc000c333b0d31c0c63?observation=19e7f44138ada63c", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "find", "title": "tiktok-comments / find / video-top-comments", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned the 5 most-liked comments with correct like counts drawn from the retrieved data and ended with 'Actor: clockworks/tiktok-comments-scraper' as required.", "timestamp": "2026-10-01T04:20:53.101Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned the 5 most-liked comments with correct like counts drawn from the retrieved data and ended with 'Actor: clockworks/tiktok-comments-scraper' as required.", "timestamp": "2026-10-01T04:20:53.064Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-comments-scraper", "timestamp": "2026-10-01T04:20:53.030Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-01T04:20:52.995Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:20:52.961Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly found the right Actor, ran it with proper inputs, and returned accurate results from the retrieved data.", "timestamp": "2026-10-01T04:20:52.919Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned the 5 most-liked comments with correct like counts drawn from the retrieved data and ended with 'Actor: clockworks/tiktok-comments-scraper' as required.", "timestamp": "2026-10-01T04:20:52.885Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search, fetch details, call actor, get dataset) with no redundant steps.", "timestamp": "2026-10-01T04:20:52.848Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched all 100 dataset items and correctly identified the top 5 by diggCount from the actual returned data, matching values visible in the tool result preview.", "timestamp": "2026-10-01T04:20:52.816Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct video URL in postURLs and set commentsPerPost to 100, which are well-formed inputs matching the Actor's schema.", "timestamp": "2026-10-01T04:20:52.774Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used clockworks/tiktok-comments-scraper, which is the intended Actor for extracting TikTok comments.", "timestamp": "2026-10-01T04:20:52.731Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:03:18.257Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-01T04:03:18.224Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-01T04:03:18.190Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-01T04:03:18.150Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-comments-scraper\"", "timestamp": "2026-10-01T04:03:18.069Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-01T04:03:17.984Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned the 5 most-liked comments with correct like counts drawn from the retrieved data and ended with 'Actor: clockworks/tiktok-comments-scraper' as required." }, { "scenarioId": "indeed-scraper-usage-swe-skills", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:02:44.422Z", "day": "2026-10-01", "traceId": "ffa63ca2b2de5b60259a48d1318ce14d", "observationId": "53e0db16fd3a99ff", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ffa63ca2b2de5b60259a48d1318ce14d?observation=53e0db16fd3a99ff", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "use", "title": "indeed / use / swe-skills", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 20 real job postings, analyzed descriptions grounded in actual retrieved data, and reported the top 5 skills (Python, CI/CD, SQL, REST APIs, Java) with specific mention counts and company attributions matching the retrieved data.", "timestamp": "2026-10-01T04:20:55.757Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 20 real job postings, analyzed descriptions grounded in actual retrieved data, and reported the top 5 skills (Python, CI/CD, SQL, REST APIs, Java) with specific mention counts and company attributions matching the retrieved data.", "timestamp": "2026-10-01T04:20:55.725Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-01T04:20:55.686Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:20:55.657Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The cap check FAIL was a harness warning about maxItems being undefined, but the agent used maxItemsPerSearch=20 per the schema and got exactly 20 items; the task was completed correctly end-to-end.", "timestamp": "2026-10-01T04:20:55.622Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-01T04:20:55.590Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 real job postings, analyzed descriptions grounded in actual retrieved data, and reported the top 5 skills (Python, CI/CD, SQL, REST APIs, Java) with specific mention counts and company attributions matching the retrieved data.", "timestamp": "2026-10-01T04:20:55.552Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one schema fetch, one actor call, two dataset fetches (first 7 items then remaining 13), and one Read — a reasonably direct path with no unnecessary repetition, though the two-step dataset fetch was needed due to the initial run preview showing only 7 items.", "timestamp": "2026-10-01T04:20:55.513Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the second get-dataset-items result was too large for preview, the agent used the Read tool to access the persisted full output file, successfully recovering from the truncation.", "timestamp": "2026-10-01T04:20:55.460Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the full dataset items from the tool results (including the persisted large file via Read tool) and grounded its skill counts in named companies and job titles from the actual retrieved descriptions (Citi, Qualcomm, UKG, Parsons, Gallup, CVS Health).", "timestamp": "2026-10-01T04:20:55.423Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed position='software engineer', country='US', but set maxItemsPerSearch=20 which the deterministic check flagged as FAIL because maxItems was undefined (expected lte 20); however the actor still returned 20 items, so the input was functionally correct even if the field name used was the schema's maxItemsPerSearch rather than a missing cap field.", "timestamp": "2026-10-01T04:20:55.390Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with misceres/indeed-scraper, then get-dataset-items to retrieve results, and Read/Write for analysis — all appropriate tools for the task.", "timestamp": "2026-10-01T04:20:55.355Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:04:19.598Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-01T04:04:19.563Z", "metadata": {} }, "check.descriptions": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-01T04:04:19.519Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-01T04:04:19.478Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): misceres/indeed-scraper: maxItems = undefined (expected lte 20)", "timestamp": "2026-10-01T04:04:19.442Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-01T04:04:19.355Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used misceres/indeed-scraper", "timestamp": "2026-10-01T04:04:19.314Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-10-01T04:04:19.228Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "PASS: The agent retrieved 20 real job postings, analyzed descriptions grounded in actual retrieved data, and reported the top 5 skills (Python, CI/CD, SQL, REST APIs, Java) with specific mention counts and company attributions matching the retrieved data." }, { "scenarioId": "indeed-scraper-discovery-denver-marketing", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:02:47.229Z", "day": "2026-10-01", "traceId": "207d8399ada5269c16535937ce40dceb", "observationId": "2f17cfa8c3cdeed6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/207d8399ada5269c16535937ce40dceb?observation=2f17cfa8c3cdeed6", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "find", "title": "indeed / find / denver-marketing", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used webdatalabs/indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-01T04:20:48.032Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used webdatalabs/indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-01T04:20:47.936Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "webdatalabs/indeed-jobs-scraper", "comment": "Actors the agent ran: webdatalabs/indeed-jobs-scraper", "timestamp": "2026-10-01T04:20:47.898Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-01T04:20:47.862Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:20:47.817Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used webdatalabs/indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-01T04:20:47.780Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered 10 Denver-area marketing postings with salary ranges and company ratings, fulfilling the benchmarking request, but used the wrong actor (webdatalabs/indeed-jobs-scraper instead of misceres/indeed-scraper) per the deterministic rightActor FAIL.", "timestamp": "2026-10-01T04:20:47.736Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search-actors, fetch-actor-details, call-actor, get-dataset-items — a direct and efficient path with no redundant steps.", "timestamp": "2026-10-01T04:20:47.705Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The initial dataset item count showed 0 (lag), and the agent correctly followed the nextStep instruction to fetch dataset items, successfully retrieving 10 records.", "timestamp": "2026-10-01T04:20:47.640Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items and accurately presented all salary ranges, company ratings, and review counts from the dataset in the final answer table.", "timestamp": "2026-10-01T04:20:47.610Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called webdatalabs/indeed-jobs-scraper with query='marketing coordinator', location='Denver, CO', country='us', maxJobs=10 — all well-formed and appropriate for the task.", "timestamp": "2026-10-01T04:20:47.558Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Indeed job scraping actors and selected webdatalabs/indeed-jobs-scraper, which does return salaries and company ratings as required, but the intended/expected actor was misceres/indeed-scraper — the rightActor check is FAIL.", "timestamp": "2026-10-01T04:20:47.524Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:03:55.876Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-01T04:03:55.842Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-01T04:03:55.805Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"misceres/indeed-scraper\"", "timestamp": "2026-10-01T04:03:55.770Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used webdatalabs/indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-01T04:03:55.734Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "webdatalabs/indeed-jobs-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used webdatalabs/indeed-jobs-scraper; expected misceres/indeed-scraper" }, { "scenarioId": "amazon-reviews-scraper-usage-helpful-thirty", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:02:54.207Z", "day": "2026-10-01", "traceId": "bc0e46d67da5a14c3199fbe0da8f312d", "observationId": "b089bb9c67bc6bb7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/bc0e46d67da5a14c3199fbe0da8f312d?observation=b089bb9c67bc6bb7", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "use", "title": "amazon-reviews / use / helpful-thirty", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-01T04:20:49.424Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-01T04:20:49.304Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-01T04:20:49.270Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-01T04:20:49.227Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED; check productUrl: junglee/amazon-reviews-scraper: productUrls[0].url = undefined (expected regex \"B0CWXNS552\")", "timestamp": "2026-10-01T04:20:49.183Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-01T04:20:49.147Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced 3 complaints and 3 praises grounded in the actual review text, though only 10 reviews were retrieved instead of 30 due to the free tier limit, and one complaint (speaker not loud enough) appears to be a minor extrapolation from a single mention rather than 'multiple reviewers'.", "timestamp": "2026-10-01T04:20:49.106Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed one extra call due to the input format error, but otherwise the flow was direct: fetch schema, call actor (failed), fix and call again, retrieve items, summarize.", "timestamp": "2026-10-01T04:20:49.066Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "After the first call failed with 'must be object' validation error, the agent immediately corrected the productUrls format to use objects with 'url' keys and successfully ran the actor on the second attempt.", "timestamp": "2026-10-01T04:20:49.036Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the dataset items and directly quoted review titles and descriptions (e.g., the Michigan camping review, precision finding feature) in its summary, grounding the analysis in actual retrieved data.", "timestamp": "2026-10-01T04:20:49.000Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call used productUrls as a plain string array instead of an array of objects with 'url' keys, causing CALL-FAILED; the second call correctly used [{\"url\": \"https://www.amazon.com/dp/B0CWXNS552\"}] with maxReviews=30 and sort='helpful', which succeeded.", "timestamp": "2026-10-01T04:20:48.965Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected junglee/amazon-reviews-scraper and used fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-01T04:20:48.928Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:03:52.954Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, productUrl", "timestamp": "2026-10-01T04:03:52.919Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-01T04:03:52.877Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-01T04:03:52.840Z", "metadata": {} }, "check.sortHelpful": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): sort", "timestamp": "2026-10-01T04:03:52.801Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxReviews", "timestamp": "2026-10-01T04:03:52.767Z", "metadata": {} }, "check.productUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper: productUrls[0].url = undefined (expected regex \"B0CWXNS552\")", "timestamp": "2026-10-01T04:03:52.694Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-01T04:03:52.659Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-01T04:03:52.559Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "productUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED" }, { "scenarioId": "amazon-reviews-scraper-discovery-product-complaints", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:03:18.289Z", "day": "2026-10-01", "traceId": "7cee26874ebe9b19121dcdad4c57c621", "observationId": "c3796f30fc188133", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7cee26874ebe9b19121dcdad4c57c621?observation=c3796f30fc188133", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "find", "title": "amazon-reviews / find / product-complaints", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-01T04:20:45.187Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-01T04:20:45.077Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: junglee/amazon-reviews-scraper", "timestamp": "2026-10-01T04:20:45.040Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-01T04:20:45.003Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-01T04:20:44.969Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "The actor run returned only 10 items with the message 'To access more reviews in a single run, upgrade to the Starter plan' — the actor's tier limitation prevented fulfilling the user's request for 30 reviews, and the agent had no way to work around this, resulting in task incompletion.", "timestamp": "2026-10-01T04:20:44.932Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task asked for 30 reviews but only 10 were retrieved due to the free tier limitation; the agent disclosed this honestly and provided a well-structured summary of complaints and praises grounded in the actual scraped data.", "timestamp": "2026-10-01T04:20:44.884Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: search, fetch-details, failed call, corrected call, and get-dataset-items — a reasonably direct path with only one extra call due to the input format error.", "timestamp": "2026-10-01T04:20:44.849Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call-actor failed with 'must be object' validation error, the agent immediately corrected the productUrls format from strings to objects and resubmitted successfully.", "timestamp": "2026-10-01T04:20:44.811Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 reviews via get-dataset-items and directly cited specific review content (e.g., the camping/remote area complaint, precision finding praise, keyring hole issue) in its summary.", "timestamp": "2026-10-01T04:20:44.773Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed because productUrls was passed as an array of strings instead of objects; the agent corrected this on the second call using [{\"url\": \"...\"}] format, which succeeded.", "timestamp": "2026-10-01T04:20:44.695Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-reviews-scraper, the intended actor for extracting Amazon product reviews.", "timestamp": "2026-10-01T04:20:44.658Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:04:25.046Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-01T04:04:25.007Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-01T04:04:24.974Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-reviews-scraper\"", "timestamp": "2026-10-01T04:04:24.930Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-01T04:04:24.885Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "amazon-crawler-usage-earbuds-search-url", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:03:25.184Z", "day": "2026-10-01", "traceId": "ee597eaa5ff9ae82002051634d856a24", "observationId": "4bf72be7f08b359e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ee597eaa5ff9ae82002051634d856a24?observation=4bf72be7f08b359e", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "use", "title": "amazon / use / earbuds-search-url", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-01T04:20:42.408Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-01T04:20:42.326Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-01T04:20:42.291Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-01T04:20:42.251Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED; check searchUrl: junglee/amazon-crawler: categoryOrProductUrls[0].url = undefined (expected regex \"amazon\\\\.com/s\\\\?k=wireless\\\\+earbuds\")", "timestamp": "2026-10-01T04:20:42.221Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-01T04:20:42.184Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent successfully retrieved and presented all 10 products with prices and ratings in a clear table format, directly from the scraped data.", "timestamp": "2026-10-01T04:20:42.149Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: one to fetch actor details, one failed call, one successful call, and one to get dataset items — a reasonable path with only one retry needed due to input format error.", "timestamp": "2026-10-01T04:20:42.109Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with an input validation error, the agent correctly identified the issue (URL format needed to be an object with 'url' property) and immediately retried with the correct format, resulting in a successful run.", "timestamp": "2026-10-01T04:20:42.072Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from the successful run (datasetId He6t7fxhIQ3qTLUUA) and directly used the returned title, price.value, price.currency, and stars fields to populate the final answer table.", "timestamp": "2026-10-01T04:20:42.037Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call failed because the agent passed a plain string URL array instead of an array of objects with 'url' property; the second call correctly used [{\"url\": \"https://www.amazon.com/s?k=wireless+earbuds\"}] format and succeeded. However, the searchUrl deterministic check is marked FAIL because the first run had categoryOrProductUrls[0].url = undefined.", "timestamp": "2026-10-01T04:20:42.004Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-crawler along with fetch-actor-details and get-dataset-items, which are appropriate tools for this task.", "timestamp": "2026-10-01T04:20:41.957Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:04:06.872Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, searchUrl", "timestamp": "2026-10-01T04:04:06.832Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-01T04:04:06.793Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-01T04:04:06.756Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-01T04:04:06.717Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxItemsPerStartUrl", "timestamp": "2026-10-01T04:04:06.677Z", "metadata": {} }, "check.searchUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler: categoryOrProductUrls[0].url = undefined (expected regex \"amazon\\\\.com/s\\\\?k=wireless\\\\+earbuds\")", "timestamp": "2026-10-01T04:04:06.643Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-01T04:04:06.568Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-crawler", "timestamp": "2026-10-01T04:04:06.481Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "searchUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED" }, { "scenarioId": "amazon-crawler-discovery-wireless-earbuds", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:03:52.995Z", "day": "2026-10-01", "traceId": "a0c5ec0992ff044621f7b427a22ac622", "observationId": "b579b6df115497e6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a0c5ec0992ff044621f7b427a22ac622?observation=b579b6df115497e6", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "find", "title": "amazon / find / wireless-earbuds", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned 10 wireless earbuds with titles, prices (where available), and ratings sourced from actual scraped data, and correctly appended 'Actor: junglee/amazon-crawler' as required.", "timestamp": "2026-10-01T04:20:37.524Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned 10 wireless earbuds with titles, prices (where available), and ratings sourced from actual scraped data, and correctly appended 'Actor: junglee/amazon-crawler' as required.", "timestamp": "2026-10-01T04:20:37.485Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: junglee/Amazon-crawler", "timestamp": "2026-10-01T04:20:37.450Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-01T04:20:37.414Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:20:37.372Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first call-actor failed because the agent passed categoryOrProductUrls as an array of plain strings ([\"https://...\"] ) instead of an array of URL objects ([{\"url\": \"https://...\"}]) as required by the schema, causing an input validation failure and requiring a retry.", "timestamp": "2026-10-01T04:20:37.336Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned 10 wireless earbuds with titles, prices (where available), and ratings sourced from actual scraped data, and correctly appended 'Actor: junglee/amazon-crawler' as required.", "timestamp": "2026-10-01T04:20:37.299Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: search-actors, fetch-actor-details, one failed call-actor (due to wrong input format), one successful call-actor, and get-dataset-items — one extra call due to the input format error, but otherwise direct.", "timestamp": "2026-10-01T04:20:37.262Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call-actor failed due to input validation (array of strings instead of array of objects), the agent immediately corrected the input format and resubmitted successfully.", "timestamp": "2026-10-01T04:20:37.230Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from the successful run (datasetId 7j3nuXXaeyZGdopPi) and directly used the returned title, price.value, price.currency, stars, and reviewsCount fields in the final answer table.", "timestamp": "2026-10-01T04:20:37.192Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed because the agent passed a plain string URL in the array instead of an object with a 'url' key; the agent then corrected this in the second call using the proper format [{\"url\": \"...\"}], which succeeded.", "timestamp": "2026-10-01T04:20:37.147Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/Amazon-crawler, the intended actor for scraping Amazon product data, confirmed by the rightActor PASS check.", "timestamp": "2026-10-01T04:20:37.110Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:04:41.963Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-01T04:04:41.927Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-01T04:04:41.892Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): junglee/Amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-01T04:04:41.854Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-crawler\"", "timestamp": "2026-10-01T04:04:41.810Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/Amazon-crawler", "timestamp": "2026-10-01T04:04:41.770Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "PASS: The agent returned 10 wireless earbuds with titles, prices (where available), and ratings sourced from actual scraped data, and correctly appended 'Actor: junglee/amazon-crawler' as required." }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:03:55.911Z", "day": "2026-10-01", "traceId": "5626a53c1f8d811dbe99f9e4d64774ee", "observationId": "1786d67edf808730", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5626a53c1f8d811dbe99f9e4d64774ee?observation=1786d67edf808730", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-01T04:20:36.616Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:20:36.534Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent used saveHtmlAsFile=true instead of saveHtml=true (the correct field per the schema), and structured includeUrlGlobs incorrectly in early attempts (passing strings instead of objects with 'glob' key). The deterministic check confirms saveHtml=undefined on all 4 runs, and sectionFilter (includeUrlGlobs) was also undefined on the successful runs, showing the agent repeatedly failed to map task requirements to the correct input schema fields.", "timestamp": "2026-10-01T04:20:36.498Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "10 tool calls valid", "timestamp": "2026-10-01T04:20:36.467Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task was not completed: the session timed out mid-run, saveHtml was never enabled, the crawl was never restricted to the /platform/ section, the page count exceeded 10 (13 items), and no final report was delivered to the user.", "timestamp": "2026-10-01T04:20:36.430Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 actor runs (one failed, two returned only 1 item, one returned 13 items outside the platform section) and was still attempting another run when the session timed out, showing excessive iteration without converging on a correct solution.", "timestamp": "2026-10-01T04:20:36.398Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the first run returned only 1 item due to overly restrictive excludeUrlGlobs, the agent tried different configurations; however, it never resolved the core issues (saveHtml and proper URL filtering) before the session timed out.", "timestamp": "2026-10-01T04:20:36.362Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent correctly read dataset items from the completed run and identified that pages outside /platform/ were crawled (e.g., /actors, /academy, /api), showing it used the retrieved data to diagnose the problem.", "timestamp": "2026-10-01T04:20:36.331Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent never set saveHtml=true (only saveHtmlAsFile=true which is a different field), never successfully applied includeUrlGlobs to restrict crawling to /platform/ section (the successful run with 13 items had no includeUrlGlobs), and the final run was cut off by session timeout without completing. The deterministic checks confirm saveHtml=undefined and sectionFilter=undefined on all runs.", "timestamp": "2026-10-01T04:20:36.296Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected apify/website-content-crawler for crawling web content, which is the intended actor for this task.", "timestamp": "2026-10-01T04:20:36.264Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-01T04:08:56.926Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-01T04:08:56.838Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 15 items, expected at most 10", "timestamp": "2026-10-01T04:08:56.805Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml = undefined (expected equals true); apify/website-content-crawler: saveHtml = undefined (expected equals true); apify/website-content-crawler: saveHtml = undefined (expected equals true); apify/website-content-crawler: saveHtml = undefined (expected equals true)", "timestamp": "2026-10-01T04:08:56.758Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs = undefined (expected exists undefined)", "timestamp": "2026-10-01T04:08:56.724Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 4 run(s): maxCrawlPages", "timestamp": "2026-10-01T04:08:56.692Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s): startUrls[0].url", "timestamp": "2026-10-01T04:08:56.659Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-01T04:08:56.625Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-01T04:08:56.588Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "items", "saveHtml", "sectionFilter", "ranOk" ], "judgeComment": null }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:04:06.905Z", "day": "2026-10-01", "traceId": "8fae3dd83eef67c605ec6369deabb9cb", "observationId": "31a959bf52393270", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8fae3dd83eef67c605ec6369deabb9cb?observation=31a959bf52393270", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used laced_kirtan/ai-ready-docs-rag; expected apify/website-content-crawler", "timestamp": "2026-10-01T04:20:34.795Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used laced_kirtan/ai-ready-docs-rag; expected apify/website-content-crawler", "timestamp": "2026-10-01T04:20:34.711Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "laced_kirtan/ai-ready-docs-rag", "comment": "Actors the agent ran: laced_kirtan/ai-ready-docs-rag", "timestamp": "2026-10-01T04:20:34.671Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-01T04:20:34.627Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:20:34.594Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used laced_kirtan/ai-ready-docs-rag; expected apify/website-content-crawler", "timestamp": "2026-10-01T04:20:34.553Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent used the wrong actor (laced_kirtan/ai-ready-docs-rag instead of apify/website-content-crawler), the start URL was not properly set (startUrls[0].url=undefined per deterministic checks), and the page cap was not applied (maxCrawlPages=undefined), meaning the task requirements were not properly fulfilled even though the run happened to succeed and return 20 items.", "timestamp": "2026-10-01T04:20:34.520Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch-details, call-actor, get-dataset-items) in a logical sequence without unnecessary repetition, though it skipped the recommended second broader search.", "timestamp": "2026-10-01T04:20:34.483Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 dataset items with titles and URLs from get-dataset-items and accurately reported them in the final answer, using real data from the tool results.", "timestamp": "2026-10-01T04:20:34.414Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed startUrls as an array of strings (e.g., ['https://docs.apify.com/academy']) and set maxPages=20, but the deterministic checks show startUrls[0].url=undefined and maxCrawlPages=undefined, indicating the actor's input schema expected a different format (e.g., objects with a 'url' field) or the fields were named differently than what the actor actually used.", "timestamp": "2026-10-01T04:20:34.374Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for 'web documentation RAG' and selected laced_kirtan/ai-ready-docs-rag instead of the intended apify/website-content-crawler, which is the canonical Apify tool for LLM-ready content extraction. The deterministic check rightActor is FAIL.", "timestamp": "2026-10-01T04:20:34.336Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:04:56.088Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, startUrl", "timestamp": "2026-10-01T04:04:56.056Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): laced_kirtan/ai-ready-docs-rag: maxCrawlPages = undefined (expected lte 20)", "timestamp": "2026-10-01T04:04:56.024Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: laced_kirtan/ai-ready-docs-rag: startUrls[0].url = undefined (expected regex \"docs\\\\.apify\\\\.com/academy\")", "timestamp": "2026-10-01T04:04:55.984Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-01T04:04:55.904Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-01T04:04:55.869Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used laced_kirtan/ai-ready-docs-rag; expected apify/website-content-crawler", "timestamp": "2026-10-01T04:04:55.785Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "laced_kirtan/ai-ready-docs-rag", "infraOk": true, "failedChecks": [ "pageCap", "startUrl", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used laced_kirtan/ai-ready-docs-rag; expected apify/website-content-crawler" }, { "scenarioId": "web-scraper-usage-coinmarketcap-top-ten", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:04:19.627Z", "day": "2026-10-01", "traceId": "536f558410adefa0d219f33721d497c6", "observationId": "537481c6c26d639f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/536f558410adefa0d219f33721d497c6?observation=537481c6c26d639f", "subject": "apify/web-scraper", "owner": "universe", "skill": "use", "title": "web / use / coinmarketcap-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned 10 cryptocurrency names and prices from the actual scraped data, though the first scraped item was a CoinMarketCap index rather than a true cryptocurrency, resulting in only 9 actual cryptocurrencies; the agent noted this discrepancy and still presented 10 items as requested.", "timestamp": "2026-10-01T04:20:25.874Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned 10 cryptocurrency names and prices from the actual scraped data, though the first scraped item was a CoinMarketCap index rather than a true cryptocurrency, resulting in only 9 actual cryptocurrencies; the agent noted this discrepancy and still presented 10 items as requested.", "timestamp": "2026-10-01T04:20:25.838Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-01T04:20:25.807Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:20:25.771Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The minor issue of the CMC20 index appearing in the results is a website rendering artifact, not an agent or actor failure, and the agent correctly flagged it.", "timestamp": "2026-10-01T04:20:25.735Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-01T04:20:25.697Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned 10 cryptocurrency names and prices from the actual scraped data, though the first scraped item was a CoinMarketCap index rather than a true cryptocurrency, resulting in only 9 actual cryptocurrencies; the agent noted this discrepancy and still presented 10 items as requested.", "timestamp": "2026-10-01T04:20:25.659Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, call actor, retrieve dataset items — no redundant calls or retries.", "timestamp": "2026-10-01T04:20:25.620Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the dataset items returned by get-dataset-items, presenting the exact names and prices from the scraped data (e.g., Bitcoin $83,715.50, Ethereum $2,695.51) rather than inventing values.", "timestamp": "2026-10-01T04:20:25.582Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent provided startUrls with coinmarketcap.com, a pageFunction targeting table rows, maxPagesPerCrawl:1, injectJQuery:true, and proxy configuration — all well-formed and sensible inputs confirmed by the deterministic checks passing.", "timestamp": "2026-10-01T04:20:25.548Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with apify/web-scraper, and get-dataset-items — all appropriate tools for the task.", "timestamp": "2026-10-01T04:20:25.509Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:05:00.041Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-01T04:04:59.993Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\$\\s?\\d[\\d,]*\\.\\d{2}/", "timestamp": "2026-10-01T04:04:59.959Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-01T04:04:59.923Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerCrawl", "timestamp": "2026-10-01T04:04:59.886Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): pageFunction", "timestamp": "2026-10-01T04:04:59.851Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-01T04:04:59.813Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-01T04:04:59.757Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-10-01T04:04:59.722Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned 10 cryptocurrency names and prices from the actual scraped data, though the first scraped item was a CoinMarketCap index rather than a true cryptocurrency, resulting in only 9 actual cryptocurrencies; the agent noted this discrepancy and still presented 10 items as requested." }, { "scenarioId": "web-scraper-discovery-waterstones-headless", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:04:25.082Z", "day": "2026-10-01", "traceId": "2284cad1fd9282b1307cbc2b7374877d", "observationId": "ce7a843c84312e4e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2284cad1fd9282b1307cbc2b7374877d?observation=ce7a843c84312e4e", "subject": "apify/web-scraper", "owner": "universe", "skill": "find", "title": "web / find / waterstones-headless", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run 4lCG0WRch0cdCe6fZ (apify/ai-web-scraper) FAILED", "timestamp": "2026-10-01T04:20:29.911Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:20:29.830Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent's first search for 'web scraper ecommerce JavaScript' returned apify/e-commerce-scraping-tool as the top result and the agent chose it over apify/web-scraper (which appeared third in the same results). The agent should have recognized from the task description—needing a custom page function with browser execution—that apify/web-scraper was the right choice, but the search ranking and tool description led it to pick the wrong actor first, causing 4 wasted runs before the correct actor was tried.", "timestamp": "2026-10-01T04:20:29.799Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns without ever extracting any product names or prices from the Waterstones page, and the final message is just 'Let me wait for this run to complete' with no results shown to the user.", "timestamp": "2026-10-01T04:20:29.765Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 6 actor runs (deterministic ranOk=FAIL, expected at most 3): two e-commerce-scraping-tool runs, one ai-web-scraper run, one web-scraper run, and then another e-commerce-scraping-tool run, showing significant inefficiency and circular retries.", "timestamp": "2026-10-01T04:20:29.703Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "After the e-commerce tool returned an internal error and the ai-web-scraper failed, the agent switched to apify/web-scraper with a custom pageFunction, which was a reasonable recovery; however after web-scraper got 403s it went back to e-commerce-scraping-tool again rather than trying a different proxy configuration or approach for web-scraper.", "timestamp": "2026-10-01T04:20:29.668Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent checked dataset items and error datasets after each run, correctly reading the 403 block error and the internal actor errors, so it did use retrieved data to guide next steps rather than inventing results.", "timestamp": "2026-10-01T04:20:29.633Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "When the agent finally called apify/web-scraper, it provided a pageFunction and useChrome:true, which is correct in structure; however it never set maxPagesPerCrawl (pageCap FAIL) and the e-commerce-scraping-tool calls also lacked pageFunction entirely (pageFunction FAIL per deterministic checks).", "timestamp": "2026-10-01T04:20:29.598Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent eventually used apify/web-scraper (the correct actor per the deterministic check rightActor=PASS), but first wasted runs on apify/e-commerce-scraping-tool and apify/ai-web-scraper, which are wrong tools for this task requiring a custom page function with a real browser.", "timestamp": "2026-10-01T04:20:29.562Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run 4lCG0WRch0cdCe6fZ (apify/ai-web-scraper) FAILED", "timestamp": "2026-10-01T04:09:14.232Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor, pageFunction", "timestamp": "2026-10-01T04:09:14.194Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/e-commerce-scraping-tool: maxPagesPerCrawl = undefined (expected lte 5); apify/e-commerce-scraping-tool: maxPagesPerCrawl = undefined (expected lte 5); apify/ai-web-scraper: maxPagesPerCrawl = undefined (expected lte 5); apify/ai-web-scraper: maxPagesPerCrawl = undefined (expected lte 5); apify/web-scraper: maxPagesPerCrawl = undefined (expected lte 5); apify/e-commerce-scraping-tool: maxPagesPerCrawl = undefined (expected lte 5)", "timestamp": "2026-10-01T04:09:14.153Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: apify/e-commerce-scraping-tool: pageFunction = undefined (expected exists undefined); apify/e-commerce-scraping-tool: pageFunction = undefined (expected exists undefined); apify/ai-web-scraper: pageFunction = undefined (expected exists undefined); apify/ai-web-scraper: pageFunction = undefined (expected exists undefined); apify/e-commerce-scraping-tool: pageFunction = undefined (expected exists undefined)", "timestamp": "2026-10-01T04:09:14.116Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 6 Actor run(s), expected at most 3", "timestamp": "2026-10-01T04:09:14.036Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/web-scraper\"", "timestamp": "2026-10-01T04:09:13.999Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-10-01T04:09:13.904Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pageCap", "pageFunction", "ranOk", "namedActor" ], "judgeComment": null }, { "scenarioId": "rag-web-browser-usage-sf-startups-markdown", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:04:39.824Z", "day": "2026-10-01", "traceId": "d41757bdc47da90e193a14127f9ff745", "observationId": "9df137b69738f5a2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d41757bdc47da90e193a14127f9ff745?observation=9df137b69738f5a2", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "use", "title": "rag-web-browser / use / sf-startups-markdown", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-01T04:20:23.458Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-01T04:20:23.360Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-01T04:20:23.315Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-01T04:20:23.279Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The get-dataset-items call returned only partial data in the preview (2 items with markdown), but the agent fabricated URLs like https://www.pipefy.com/ and https://www.dutchpet.com/ and invented summaries for items 1, 3, and 5 rather than reporting what was actually in the dataset or acknowledging missing data — this is a reasoning/hallucination failure in the agent/model layer.", "timestamp": "2026-10-01T04:20:23.216Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-01T04:20:23.174Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer presents 5 results with URLs and two-line summaries, but several URLs and summaries (Pipefy, Neuro/Instagram, Dutch Pet) appear to be invented or inferred rather than drawn from the actual retrieved markdown data, undermining the grounding requirement.", "timestamp": "2026-10-01T04:20:23.128Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent followed a logical sequence: fetch actor details, call actor, poll for completion, then retrieve dataset items — a direct and efficient path with no unnecessary repetition.", "timestamp": "2026-10-01T04:20:23.095Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run status message noted '3 pages scraped, 2 failed' but the agent did not acknowledge this limitation or note that some results may be incomplete; however, the run still returned 5 dataset items so this is a minor issue.", "timestamp": "2026-10-01T04:20:23.061Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved dataset items but the preview only showed 2 items with actual data; for items 1, 3, and 5 (Pipefy, Neuro, Dutch Pet), the agent invented specific URLs like https://www.pipefy.com/ and https://www.dutchpet.com/ that do not appear in the dataset preview, and fabricated summaries not grounded in retrieved markdown content.", "timestamp": "2026-10-01T04:20:23.020Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/rag-web-browser with query='fastest growing startups in San Francisco 2026', maxResults=5, and outputFormats=['markdown'], which are all correct and sensible inputs.", "timestamp": "2026-10-01T04:20:22.981Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running apify/rag-web-browser and retrieving results.", "timestamp": "2026-10-01T04:20:22.944Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:06:37.319Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-01T04:06:37.279Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-10-01T04:06:37.246Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-01T04:06:37.209Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-01T04:06:37.178Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): query", "timestamp": "2026-10-01T04:06:37.139Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-01T04:06:37.066Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/rag-web-browser", "timestamp": "2026-10-01T04:06:36.987Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "rag-web-browser-discovery-web-search-with-sources", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:04:41.997Z", "day": "2026-10-01", "traceId": "d43c8097ca6808a13883064d56915b48", "observationId": "d176c1ec4e9bedcf", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d43c8097ca6808a13883064d56915b48?observation=d176c1ec4e9bedcf", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "find", "title": "rag-web-browser / find / web-search-with-sources", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used glavier/google-web-search, tugelbay/rag-web-browser; expected apify/rag-web-browser", "timestamp": "2026-10-01T04:20:22.113Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used glavier/google-web-search, tugelbay/rag-web-browser; expected apify/rag-web-browser", "timestamp": "2026-10-01T04:20:22.029Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "glavier/google-web-search", "comment": "Actors the agent ran: glavier/google-web-search, tugelbay/rag-web-browser", "timestamp": "2026-10-01T04:20:21.998Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-01T04:20:21.966Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:20:21.929Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used glavier/google-web-search, tugelbay/rag-web-browser; expected apify/rag-web-browser", "timestamp": "2026-10-01T04:20:21.891Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent produced a list of 5 James Bond movies with box office figures and source URLs, but some figures (e.g., Spectre $879.5M, No Time to Die $774M, Quantum of Solace $591.7M) are not directly quoted from the retrieved page previews and appear partially fabricated or from memory, and the wrong actor was used (tugelbay vs apify/rag-web-browser).", "timestamp": "2026-10-01T04:20:21.856Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made an unnecessary first attempt with glavier/google-web-search (which never completed) and then ran tugelbay/rag-web-browser twice with very similar queries, adding redundant steps; however the second RAG run added little new information.", "timestamp": "2026-10-01T04:20:21.823Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When glavier/google-web-search remained RUNNING with 0 dataset items after multiple polling attempts, the agent correctly pivoted to tugelbay/rag-web-browser which succeeded and returned useful data.", "timestamp": "2026-10-01T04:20:21.786Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used data from the nationalworld.com and 247wallst.com pages returned by tugelbay/rag-web-browser to construct the answer, citing actual figures from the retrieved markdown content.", "timestamp": "2026-10-01T04:20:21.711Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The queries passed to tugelbay/rag-web-browser ('highest grossing James Bond movies box office worldwide' and 'James Bond movies box office worldwide total earnings list') are sensible and well-formed, and maxResults/outputFormat fields are correctly specified.", "timestamp": "2026-10-01T04:20:21.678Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used glavier/google-web-search (which got stuck RUNNING with 0 items) and tugelbay/rag-web-browser instead of the intended apify/rag-web-browser; the deterministic check rightActor is FAIL because the correct actor was not used.", "timestamp": "2026-10-01T04:20:21.592Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:08:51.875Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-01T04:08:51.845Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-10-01T04:08:51.810Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): query", "timestamp": "2026-10-01T04:08:51.775Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): glavier/google-web-search run XbBXbLSdr9td53T0q: RUNNING", "timestamp": "2026-10-01T04:08:51.696Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/rag-web-browser\"", "timestamp": "2026-10-01T04:08:51.665Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used glavier/google-web-search, tugelbay/rag-web-browser; expected apify/rag-web-browser", "timestamp": "2026-10-01T04:08:51.589Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "glavier/google-web-search", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used glavier/google-web-search, tugelbay/rag-web-browser; expected apify/rag-web-browser" }, { "scenarioId": "cheerio-scraper-usage-foyles-manga-two-hops", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:04:56.127Z", "day": "2026-10-01", "traceId": "0367d532a06bbd2278e657b70644cbbd", "observationId": "a8715e8432096a61", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0367d532a06bbd2278e657b70644cbbd?observation=a8715e8432096a61", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "use", "title": "cheerio / use / foyles-manga-two-hops", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 7 Actor run(s), expected at most 2", "timestamp": "2026-10-01T04:20:15.318Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 7 Actor run(s), expected at most 2", "timestamp": "2026-10-01T04:20:15.237Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-01T04:20:15.199Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:20:15.161Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 7 Actor run(s), expected at most 2", "timestamp": "2026-10-01T04:20:15.127Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "12 tool calls valid", "timestamp": "2026-10-01T04:20:15.093Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "All runs produced 0 dataset items with book data; the agent never extracted any manga book titles or prices from Foyles, and the final answer is just a description of what it's trying rather than actual results.", "timestamp": "2026-10-01T04:20:15.037Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 7 Actor runs (facts confirm this as a FAIL for ranOk) when at most 2 were expected. It kept retrying with minor variations rather than finding a fundamentally different approach, and also fetched actor details for rag-web-browser without using it.", "timestamp": "2026-10-01T04:20:14.995Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When cheerio-scraper consistently returned 403 errors, the agent tried adding pre-navigation hooks with browser-like headers, changed start URLs, and eventually switched to web-scraper with Chrome. However, none of these attempts succeeded in getting actual book data, and the agent ran out of turns without resolving the blocking issue.", "timestamp": "2026-10-01T04:20:14.955Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent checked dataset items after runs returned errors (e.g., fetched GTtVWWZL0RFMaOpVR and DvvtGEkWlGko5CP5m to diagnose 403 blocking), using the retrieved error data to inform subsequent attempts.", "timestamp": "2026-10-01T04:20:14.918Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent correctly set startUrls, maxCrawlingDepth=2, maxPagesPerCrawl=20, linkSelector, globs, and pageFunction in most calls. However, the first call failed due to globs format (string instead of object array), and the web-scraper call used maxPagesPerCrawl=25 exceeding the 20-page cap requirement.", "timestamp": "2026-10-01T04:20:14.875Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used apify/cheerio-scraper as required, and also fetched actor details before calling it. It later switched to apify/web-scraper when cheerio-scraper kept getting 403 errors, which is a reasonable fallback but deviates from the required actor.", "timestamp": "2026-10-01T04:20:14.834Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:07:32.349Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-01T04:07:32.312Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 items, expected at least 1", "timestamp": "2026-10-01T04:07:32.280Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/web-scraper: maxPagesPerCrawl = 25 (expected lte 20)", "timestamp": "2026-10-01T04:07:32.240Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 7 run(s): maxCrawlingDepth", "timestamp": "2026-10-01T04:07:32.203Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 7 run(s): pageFunction", "timestamp": "2026-10-01T04:07:32.161Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 7 run(s): startUrls[0].url", "timestamp": "2026-10-01T04:07:32.119Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 7 Actor run(s), expected at most 2", "timestamp": "2026-10-01T04:07:32.042Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/cheerio-scraper", "timestamp": "2026-10-01T04:07:31.961Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "pageCap", "ranOk" ], "judgeComment": "FAIL: check ranOk: 7 Actor run(s), expected at most 2" }, { "scenarioId": "cheerio-scraper-discovery-ikea-static-catalog", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:05:00.076Z", "day": "2026-10-01", "traceId": "d2fe6cff8432cf4a2e597cf153e929f3", "observationId": "5e81181cf3a186a0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d2fe6cff8432cf4a2e597cf153e929f3?observation=5e81181cf3a186a0", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "find", "title": "cheerio / find / ikea-static-catalog", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/beautifulsoup-scraper, abotapi/ikea-scraper; expected apify/cheerio-scraper", "timestamp": "2026-10-01T04:20:12.427Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/beautifulsoup-scraper, abotapi/ikea-scraper; expected apify/cheerio-scraper", "timestamp": "2026-10-01T04:20:12.340Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/beautifulsoup-scraper", "comment": "Actors the agent ran: apify/beautifulsoup-scraper, abotapi/ikea-scraper", "timestamp": "2026-10-01T04:20:12.303Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-01T04:20:12.266Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:20:12.232Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/beautifulsoup-scraper, abotapi/ikea-scraper; expected apify/cheerio-scraper", "timestamp": "2026-10-01T04:20:12.197Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer shows 10 IKEA chest of drawers products with names and prices from the correct URL, but used the wrong actor (abotapi/ikea-scraper instead of apify/cheerio-scraper) and the answer line says 'Actor: abotapi/ikea-scraper' rather than the expected apify/cheerio-scraper.", "timestamp": "2026-10-01T04:20:12.160Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 4 actor runs (3 failed/poor BeautifulSoup attempts plus 1 IKEA-specific scraper), exceeding the expected maximum of 3 runs, and never searched for or tried apify/cheerio-scraper which was the intended solution.", "timestamp": "2026-10-01T04:20:12.123Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first BeautifulSoup run returned garbled UI elements and the second returned 0 items, the agent iterated with refined page functions and eventually switched to abotapi/ikea-scraper to get clean results.", "timestamp": "2026-10-01T04:20:12.080Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the abotapi/ikea-scraper run (10 products with names and prices) and displayed them accurately in the final answer table, matching the data shown in the tool result preview.", "timestamp": "2026-10-01T04:20:12.037Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The BeautifulSoup scraper calls had reasonable inputs (startUrls, maxCrawlingDepth:0, pageFunction), and the abotapi/ikea-scraper call used mode:url with the correct URL and maxItems:10, but none set maxPagesPerCrawl and the wrong actors were used entirely.", "timestamp": "2026-10-01T04:20:12.000Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose apify/beautifulsoup-scraper (a Python alternative to Cheerio) and then abotapi/ikea-scraper (a specialized IKEA scraper), but the task required apify/cheerio-scraper specifically for lightweight server-rendered HTML extraction with a custom page function; the deterministic check confirms rightActor FAIL.", "timestamp": "2026-10-01T04:20:11.967Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:06:57.059Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-10-01T04:06:57.019Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/beautifulsoup-scraper: maxPagesPerCrawl = undefined (expected lte 5); apify/beautifulsoup-scraper: maxPagesPerCrawl = undefined (expected lte 5); apify/beautifulsoup-scraper: maxPagesPerCrawl = undefined (expected lte 5); abotapi/ikea-scraper: maxPagesPerCrawl = undefined (expected lte 5)", "timestamp": "2026-10-01T04:06:56.984Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: abotapi/ikea-scraper: pageFunction = undefined (expected exists undefined)", "timestamp": "2026-10-01T04:06:56.943Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-10-01T04:06:56.904Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/cheerio-scraper\"", "timestamp": "2026-10-01T04:06:56.820Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/beautifulsoup-scraper, abotapi/ikea-scraper; expected apify/cheerio-scraper", "timestamp": "2026-10-01T04:06:56.735Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/beautifulsoup-scraper", "infraOk": true, "failedChecks": [ "pageCap", "pageFunction", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/beautifulsoup-scraper, abotapi/ikea-scraper; expected apify/cheerio-scraper" }, { "scenarioId": "ai-web-scraper-usage-apify-store-first-page", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:06:37.350Z", "day": "2026-10-01", "traceId": "63b393f5ac438ea2864c84934f6e74ca", "observationId": "07b3126d9ea0636f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/63b393f5ac438ea2864c84934f6e74ca?observation=07b3126d9ea0636f", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "use", "title": "ai-web / use / apify-store-first-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned a comprehensive table with 36 actors including name, description, rating, and user count drawn from the scraped data, fulfilling all four requested fields for the first page of apify.com/store.", "timestamp": "2026-10-01T04:20:10.903Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned a comprehensive table with 36 actors including name, description, rating, and user count drawn from the scraped data, fulfilling all four requested fields for the first page of apify.com/store.", "timestamp": "2026-10-01T04:20:10.869Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-01T04:20:10.830Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:20:10.796Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly selected the actor, used single-page mode, retrieved and utilized the data, and presented a complete table. The onePage FAIL on maxPagesToVisit is irrelevant in single mode as the schema explicitly states it is ignored in Single page mode.", "timestamp": "2026-10-01T04:20:10.762Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-01T04:20:10.700Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned a comprehensive table with 36 actors including name, description, rating, and user count drawn from the scraped data, fulfilling all four requested fields for the first page of apify.com/store.", "timestamp": "2026-10-01T04:20:10.668Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: fetch schema, run actor, get dataset items, read full file - no redundant calls or retries.", "timestamp": "2026-10-01T04:20:10.634Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the full dataset output from the file and populated the table with data directly from the scraped markdown content (e.g., Instagram Scraper 412K users, 4.7 rating matches the preview), not from memory.", "timestamp": "2026-10-01T04:20:10.604Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used extractionMode='single' (correct for one page, no crawling), provided the correct startUrl, and wrote a clear prompt asking for name, description, rating, and number of users. However, the deterministic check shows maxPagesToVisit was not set (undefined), though this is irrelevant in single mode per the schema description.", "timestamp": "2026-10-01T04:20:10.559Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with apify/ai-web-scraper, then get-dataset-items, then Read to handle the large output - all appropriate tools for this task.", "timestamp": "2026-10-01T04:20:10.519Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:07:53.256Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-01T04:07:53.216Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-01T04:07:53.180Z", "metadata": {} }, "check.onePage": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper: maxPagesToVisit = undefined (expected lte 3)", "timestamp": "2026-10-01T04:07:53.142Z", "metadata": {} }, "check.promptGiven": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): prompt", "timestamp": "2026-10-01T04:07:53.102Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-01T04:07:52.997Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-01T04:07:52.953Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-10-01T04:07:52.863Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "onePage" ], "judgeComment": "PASS: The agent returned a comprehensive table with 36 actors including name, description, rating, and user count drawn from the scraped data, fulfilling all four requested fields for the first page of apify.com/store." }, { "scenarioId": "ai-web-scraper-discovery-climate-articles-three-sites", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:06:57.093Z", "day": "2026-10-01", "traceId": "8f4f6bc42d0b0089ec98009d327a8de7", "observationId": "8bedc10ee6f331cb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8f4f6bc42d0b0089ec98009d327a8de7?observation=8bedc10ee6f331cb", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "find", "title": "ai-web / find / climate-articles-three-sites", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used automation-lab/news-article-extractor, apify/rag-web-browser; expected apify/ai-web-scraper", "timestamp": "2026-10-01T04:20:09.238Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used automation-lab/news-article-extractor, apify/rag-web-browser; expected apify/ai-web-scraper", "timestamp": "2026-10-01T04:20:09.124Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "automation-lab/news-article-extractor", "comment": "Actors the agent ran: automation-lab/news-article-extractor, apify/rag-web-browser", "timestamp": "2026-10-01T04:20:09.088Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-01T04:20:09.051Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:20:09.015Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used automation-lab/news-article-extractor, apify/rag-web-browser; expected apify/ai-web-scraper", "timestamp": "2026-10-01T04:20:08.979Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns without producing a final answer containing article counts per site, three examples with title/author/date, or the required 'Actor: apify/ai-web-scraper' line; the deterministic checks confirm rightActor, namedActor, ranOk, promptGiven, and pageCap all FAIL.", "timestamp": "2026-10-01T04:20:08.947Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 6 actor runs (exceeding the expected maximum of 3), searched multiple times without finding the correct actor (apify/ai-web-scraper), and made redundant rag-web-browser calls for each site individually rather than using the correct tool from the start.", "timestamp": "2026-10-01T04:20:08.912Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When automation-lab/news-article-extractor returned 0 items, the agent pivoted to rag-web-browser; when BBC returned a 404 and Reuters pages failed, the agent switched to Google site-search queries — showing some recovery attempts, though none led to a correct solution.", "timestamp": "2026-10-01T04:20:08.871Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent did retrieve and inspect dataset items from the rag-web-browser runs (Guardian markdown, BBC 404, Reuters search results), and used those results to pivot its approach, so it did use retrieved data rather than inventing it.", "timestamp": "2026-10-01T04:20:08.836Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The rag-web-browser calls used valid query strings and maxResults, but the actor inputs lacked any prompt field describing what to extract (title, author, date), and no pageCap was set — both confirmed missing by the deterministic checks; the automation-lab actor call was structurally valid but the wrong tool.", "timestamp": "2026-10-01T04:20:08.754Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent never found or used apify/ai-web-scraper (the correct tool for describe-what-you-want scraping without selectors/code); instead it used automation-lab/news-article-extractor (returned 0 items) and apify/rag-web-browser (a search/fetch tool not designed for structured article extraction from listing pages), both confirmed as wrong by the deterministic checks.", "timestamp": "2026-10-01T04:20:08.675Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:10:01.195Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-01T04:10:01.143Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: maxPagesToVisit = undefined (expected lte 20); apify/rag-web-browser: maxPagesToVisit = undefined (expected lte 20); apify/rag-web-browser: maxPagesToVisit = undefined (expected lte 20); apify/rag-web-browser: maxPagesToVisit = undefined (expected lte 20); apify/rag-web-browser: maxPagesToVisit = undefined (expected lte 20); apify/rag-web-browser: maxPagesToVisit = undefined (expected lte 20)", "timestamp": "2026-10-01T04:10:01.110Z", "metadata": {} }, "check.promptGiven": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: prompt = undefined (expected exists undefined); apify/rag-web-browser: prompt = undefined (expected exists undefined); apify/rag-web-browser: prompt = undefined (expected exists undefined); apify/rag-web-browser: prompt = undefined (expected exists undefined); apify/rag-web-browser: prompt = undefined (expected exists undefined); apify/rag-web-browser: prompt = undefined (expected exists undefined)", "timestamp": "2026-10-01T04:10:01.072Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 6 Actor run(s), expected at most 3", "timestamp": "2026-10-01T04:10:00.822Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/ai-web-scraper\"", "timestamp": "2026-10-01T04:10:00.730Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used automation-lab/news-article-extractor, apify/rag-web-browser; expected apify/ai-web-scraper", "timestamp": "2026-10-01T04:10:00.645Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "automation-lab/news-article-extractor", "infraOk": true, "failedChecks": [ "pageCap", "promptGiven", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used automation-lab/news-article-extractor, apify/rag-web-browser; expected apify/ai-web-scraper" }, { "scenarioId": "zillow-zip-search-usage-scottsdale", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:07:32.383Z", "day": "2026-10-01", "traceId": "c8ce7d48460f8028bf302663ffda760d", "observationId": "f63f777c9af65eed", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c8ce7d48460f8028bf302663ffda760d?observation=f63f777c9af65eed", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "use", "title": "zillow-zip-search / use / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported 10 results retrieved, identified the cheapest property as 7930 E CAMELBACK Road #308, Scottsdale, AZ 85251 at $300,000, all grounded in actual retrieved data.", "timestamp": "2026-10-01T04:19:57.677Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported 10 results retrieved, identified the cheapest property as 7930 E CAMELBACK Road #308, Scottsdale, AZ 85251 at $300,000, all grounded in actual retrieved data.", "timestamp": "2026-10-01T04:19:57.643Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-01T04:19:57.608Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:19:57.559Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor used, all required boolean flags set properly, results retrieved and utilized correctly, efficient 3-step plan, and task fully completed with grounded data.", "timestamp": "2026-10-01T04:19:57.479Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-01T04:19:57.443Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported 10 results retrieved, identified the cheapest property as 7930 E CAMELBACK Road #308, Scottsdale, AZ 85251 at $300,000, all grounded in actual retrieved data.", "timestamp": "2026-10-01T04:19:57.401Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve results — no redundant steps.", "timestamp": "2026-10-01T04:19:57.370Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and directly used the returned data to identify the cheapest property (7930 E CAMELBACK Road #308 at $300,000), confirmed by the grounded check passing.", "timestamp": "2026-10-01T04:19:57.336Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set zipCodes=['85251'], priceMax=800000, forSaleByAgent=true, forSaleByOwner=false, forRent=false, sold=false, and resultsLimit=10 — all required fields correctly populated as confirmed by the requiredFlags and priceCap deterministic checks passing.", "timestamp": "2026-10-01T04:19:57.299Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-01T04:19:57.235Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:08:10.001Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-01T04:08:09.967Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 3 numbers found in Actor output", "timestamp": "2026-10-01T04:08:09.925Z", "metadata": {} }, "check.tenResults": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-01T04:08:09.888Z", "metadata": {} }, "check.priceCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): priceMax", "timestamp": "2026-10-01T04:08:09.843Z", "metadata": {} }, "check.requiredFlags": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-01T04:08:09.807Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-01T04:08:09.745Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/zillow-zip-search", "timestamp": "2026-10-01T04:08:09.668Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{1,3},\\d{3}/", "timestamp": "2026-10-01T04:08:09.579Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent correctly reported 10 results retrieved, identified the cheapest property as 7930 E CAMELBACK Road #308, Scottsdale, AZ 85251 at $300,000, all grounded in actual retrieved data." }, { "scenarioId": "zillow-zip-search-discovery-scottsdale", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:07:53.293Z", "day": "2026-10-01", "traceId": "f2ed6d2e737f223e04724d0b6b2e2438", "observationId": "fb48f1139ebe2e6b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f2ed6d2e737f223e04724d0b6b2e2438?observation=fb48f1139ebe2e6b", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "find", "title": "zillow-zip-search / find / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used johnvc/zillow-api; expected ^maxcopell/zillow", "timestamp": "2026-10-01T04:19:58.951Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used johnvc/zillow-api; expected ^maxcopell/zillow", "timestamp": "2026-10-01T04:19:58.869Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "johnvc/zillow-api", "comment": "Actors the agent ran: johnvc/zillow-api", "timestamp": "2026-10-01T04:19:58.833Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-01T04:19:58.800Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:19:58.767Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used johnvc/zillow-api; expected ^maxcopell/zillow", "timestamp": "2026-10-01T04:19:58.728Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered 10 real addresses with prices all under $800,000 in ZIP 85251 Scottsdale AZ, fulfilling the data requirements, but used the wrong actor (johnvc/zillow-api instead of maxcopell/zillow) as confirmed by the rightActor and namedActor FAIL checks.", "timestamp": "2026-10-01T04:19:58.686Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used only 4 tool calls (search-actors, fetch-actor-details, call-actor, get-dataset-items) in a direct sequence with no redundant steps.", "timestamp": "2026-10-01T04:19:58.590Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items with street, city, state, zipcode, and price fields and accurately reported all 10 listings in the final answer.", "timestamp": "2026-10-01T04:19:58.485Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call to johnvc/zillow-api used locations=['85251'], statusType='sale', priceMax=800000, maxResults=10, which are well-formed and appropriate for the task.", "timestamp": "2026-10-01T04:19:58.287Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, then jumped to fetch-actor-details for johnvc/zillow-api (a third-party actor) without searching specifically for the intended maxcopell/zillow family, resulting in a wrong actor selection as confirmed by the rightActor FAIL.", "timestamp": "2026-10-01T04:19:58.233Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:08:30.536Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-01T04:08:30.501Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-01T04:08:30.423Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"maxcopell/zillow\"", "timestamp": "2026-10-01T04:08:30.389Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used johnvc/zillow-api; expected ^maxcopell/zillow", "timestamp": "2026-10-01T04:08:30.315Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "johnvc/zillow-api", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used johnvc/zillow-api; expected ^maxcopell/zillow" }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:08:10.040Z", "day": "2026-10-01", "traceId": "66d388d6bcade2c111218d96475abdd5", "observationId": "b7507d0abae41e01", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/66d388d6bcade2c111218d96475abdd5?observation=b7507d0abae41e01", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 2 of 3 numbers not in Actor output: 8,360,423, 278,680.77", "timestamp": "2026-10-01T04:19:57.910Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 2 of 3 numbers not in Actor output: 8,360,423, 278,680.77", "timestamp": "2026-10-01T04:19:57.834Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-01T04:19:57.801Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:19:57.766Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 2 of 3 numbers not in Actor output: 8,360,423, 278,680.77", "timestamp": "2026-10-01T04:19:57.732Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-01T04:19:57.700Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The grounded check FAIL confirms that 2 of 3 numbers (8,360,423 total likes and 278,680.77 average) are not found in the Actor output, meaning the agent reported invented/miscalculated figures rather than values grounded in the retrieved data, even though the follower count was correct.", "timestamp": "2026-10-01T04:19:57.659Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran two parallel actor calls (profile + posts), then fetched datasets efficiently, using field projection and grep to handle large outputs — a reasonably direct path.", "timestamp": "2026-10-01T04:19:57.623Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the profile dataset result exceeded token limits, the agent used Bash grep to extract the followersCount field, successfully recovering from the file size error.", "timestamp": "2026-10-01T04:19:57.589Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved followersCount=104,310,835 from the profile dataset via grep, and used the posts dataset to get likesCount values; however, the grounded check FAIL indicates the reported numbers 8,360,423 and 278,680.77 do not appear in the Actor output, suggesting the agent computed or invented these totals rather than deriving them correctly from the retrieved data.", "timestamp": "2026-10-01T04:19:57.558Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used correct inputs: resultsType='details' for profile and resultsType='posts' for recent posts, both with the correct directUrls pointing to instagram.com/nasa/.", "timestamp": "2026-10-01T04:19:57.499Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used apify/instagram-scraper for both profile details and posts, which is the intended actor for this task.", "timestamp": "2026-10-01T04:19:57.428Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:09:24.327Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-01T04:09:24.281Z", "metadata": {} }, "check.followers": { "value": 1, "stringValue": null, "comment": "PASS: followersCount within 2%", "timestamp": "2026-10-01T04:09:24.222Z", "metadata": {} }, "check.grounded": { "value": 0.333, "stringValue": null, "comment": "FAIL: 2 of 3 numbers not in Actor output: 8,360,423, 278,680.77", "timestamp": "2026-10-01T04:09:24.187Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): directUrls[0]", "timestamp": "2026-10-01T04:09:24.122Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-01T04:09:24.083Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-10-01T04:09:24.009Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-10-01T04:09:23.926Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 2 of 3 numbers not in Actor output: 8,360,423, 278,680.77" }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:08:30.567Z", "day": "2026-10-01", "traceId": "6c2305e34ec423506deb3c9e15938a6d", "observationId": "176c25378adc6d82", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6c2305e34ec423506deb3c9e15938a6d?observation=176c25378adc6d82", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-01T04:19:52.961Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-01T04:19:52.872Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/instagram-post-scraper", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-01T04:19:52.820Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-01T04:19:52.786Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:19:52.747Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-01T04:19:52.710Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent retrieved 3 posts and reported the correct count, but used apify/instagram-post-scraper instead of the expected apify/instagram-scraper, failing the rightActor and namedActor deterministic checks.", "timestamp": "2026-10-01T04:19:52.672Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct path: search → fetch details → call actor → get dataset items, with no redundant steps.", "timestamp": "2026-10-01T04:19:52.606Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run preview showed itemCount=0 initially, and the agent correctly followed the nextStep hint to call get-dataset-items, successfully retrieving the actual 3 items.", "timestamp": "2026-10-01T04:19:52.565Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and correctly reported 3 posts retrieved, consistent with the facts showing 3 dataset items.", "timestamp": "2026-10-01T04:19:52.531Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=['nasa'], resultsLimit=3, and dataDetailLevel='basicData' to apify/instagram-post-scraper, which are well-formed and sensible inputs matching the actor's schema.", "timestamp": "2026-10-01T04:19:52.492Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task, but selected apify/instagram-post-scraper instead of the intended apify/instagram-scraper, which is a wrong actor selection per the deterministic check.", "timestamp": "2026-10-01T04:19:52.446Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:09:00.559Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-01T04:09:00.525Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-01T04:09:00.493Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-01T04:09:00.432Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-01T04:09:00.388Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/instagram-post-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper" }, { "scenarioId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:08:51.909Z", "day": "2026-10-01", "traceId": "a5c0ce4c3e4d67ed72da73d2c4ff5710", "observationId": "ee8863066d66ab76", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a5c0ce4c3e4d67ed72da73d2c4ff5710?observation=ee8863066d66ab76", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "use", "title": "instagram-reel / use / natgeo-skip-pinned", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, all grounded in retrieved data, fully satisfying the task.", "timestamp": "2026-10-01T04:19:47.595Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, all grounded in retrieved data, fully satisfying the task.", "timestamp": "2026-10-01T04:19:47.547Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-01T04:19:47.486Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:19:47.442Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor selected, inputs well-formed, results properly utilized, efficient plan, and complete grounded answer delivered.", "timestamp": "2026-10-01T04:19:47.405Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-01T04:19:47.366Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, all grounded in retrieved data, fully satisfying the task.", "timestamp": "2026-10-01T04:19:47.327Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence (fetch details → run actor → get items) with no redundant calls.", "timestamp": "2026-10-01T04:19:47.291Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 8 numbers in the final answer were found in the Actor output, and captions match the dataset items returned by get-dataset-items.", "timestamp": "2026-10-01T04:19:47.256Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input used username=[\"natgeo\"], resultsLimit=3, and skipPinnedPosts=true, matching all required parameters confirmed by deterministic checks (usernameInput, threeReels, skipPinned all PASS).", "timestamp": "2026-10-01T04:19:47.223Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for discovering input schema, running the actor, and retrieving results.", "timestamp": "2026-10-01T04:19:47.185Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:09:42.550Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-01T04:09:42.517Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 8 numbers found in Actor output", "timestamp": "2026-10-01T04:09:42.482Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-01T04:09:42.445Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-01T04:09:42.408Z", "metadata": {} }, "check.threeReels": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-01T04:09:42.365Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-01T04:09:42.330Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-01T04:09:42.294Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-01T04:09:42.255Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, all grounded in retrieved data, fully satisfying the task." }, { "scenarioId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:08:56.956Z", "day": "2026-10-01", "traceId": "7b5fdb3304d10cbb46821e7281066386", "observationId": "c0b65551227822f3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7b5fdb3304d10cbb46821e7281066386?observation=c0b65551227822f3", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "find", "title": "instagram-reel / find / natgeo-reels-shares", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-01T04:19:48.386Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-01T04:19:48.309Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-reel-scraper", "timestamp": "2026-10-01T04:19:48.274Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-01T04:19:48.238Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-01T04:19:48.201Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The actor run SUCCEEDED with includeSharesCount=true (sharesFlag: PASS) and returned 3 dataset items, but the sharesCount field did not appear in the dataset fields list or the retrieved items, preventing the agent from reporting share counts. The agent read the full output file and found no sharesCount field, indicating the Actor's output format did not surface the shares data in a way the agent could locate and use.", "timestamp": "2026-10-01T04:19:48.166Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent failed to report share counts for any of the 3 reels, which was a core requirement of the task, reporting 'Not available in API response' for all three despite the actor run succeeding with includeSharesCount enabled.", "timestamp": "2026-10-01T04:19:48.125Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two get-dataset-items calls (first with only caption/videoPlayCount fields, then full data) plus a Read call to access the persisted output, adding minor redundancy but not excessive.", "timestamp": "2026-10-01T04:19:48.089Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The shares count field was absent from the dataset output despite being requested; the agent noted this honestly but did not attempt to re-fetch with the sharesCount field explicitly projected or investigate why it was missing from the data.", "timestamp": "2026-10-01T04:19:48.053Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual captions and play counts from the retrieved dataset items (e.g., 'Take a few seconds to relax in the prairie grass', 896622 plays), not invented values.", "timestamp": "2026-10-01T04:19:48.018Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with username=['natgeo'], resultsLimit=3, and includeSharesCount=true, which are all correct inputs confirmed by sharesFlag: PASS.", "timestamp": "2026-10-01T04:19:47.980Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-reel-scraper, the intended actor for Instagram Reels with share counts, confirmed by the deterministic check rightActor: PASS.", "timestamp": "2026-10-01T04:19:47.943Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:10:06.937Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-01T04:10:06.896Z", "metadata": {} }, "check.sharesFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeSharesCount", "timestamp": "2026-10-01T04:10:06.864Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-01T04:10:06.829Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-reel-scraper\"", "timestamp": "2026-10-01T04:10:06.788Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-01T04:10:06.737Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-usage-natgeo-about-section", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:09:00.590Z", "day": "2026-10-01", "traceId": "e5e25ee981343f44de721575d8af7f0f", "observationId": "57a7de85c690e7ec", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e5e25ee981343f44de721575d8af7f0f?observation=57a7de85c690e7ec", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "use", "title": "instagram-profile / use / natgeo-about-section", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the bio's first sentence accurately ('Step into wonder and find your inner explorer with National Geographic'), confirmed it is a business account, and honestly reported that country information was not available in the data - fulfilling all three requested items.", "timestamp": "2026-10-01T04:19:43.984Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the bio's first sentence accurately ('Step into wonder and find your inner explorer with National Geographic'), confirmed it is a business account, and honestly reported that country information was not available in the data - fulfilling all three requested items.", "timestamp": "2026-10-01T04:19:43.943Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-01T04:19:43.907Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:19:43.871Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly used the right actor, provided proper inputs, retrieved and utilized the data accurately, and delivered a complete answer grounded in the scraped profile data.", "timestamp": "2026-10-01T04:19:43.834Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-01T04:19:43.798Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the bio's first sentence accurately ('Step into wonder and find your inner explorer with National Geographic'), confirmed it is a business account, and honestly reported that country information was not available in the data - fulfilling all three requested items.", "timestamp": "2026-10-01T04:19:43.762Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct path: fetch actor details, run actor, get dataset items, read full file - four steps with no redundant calls.", "timestamp": "2026-10-01T04:19:43.726Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The dataset preview showed itemCount=0 initially, but the agent correctly followed the nextStep hint to fetch dataset items and successfully retrieved the data.", "timestamp": "2026-10-01T04:19:43.685Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the full dataset output and correctly extracted biography, isBusinessAccount=true, and noted the country field was absent - all drawn directly from the retrieved data.", "timestamp": "2026-10-01T04:19:43.645Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-profile-scraper with usernames=['natgeo'] and includeAboutSection=true, which matches the required input schema and the deterministic checks confirm usernameInput and aboutSection both PASS.", "timestamp": "2026-10-01T04:19:43.614Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, and Read - all appropriate tools for the task of scraping an Instagram profile.", "timestamp": "2026-10-01T04:19:43.576Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:09:38.817Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-01T04:09:38.782Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-01T04:09:38.748Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-01T04:09:38.714Z", "metadata": {} }, "check.aboutSection": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeAboutSection", "timestamp": "2026-10-01T04:09:38.675Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): usernames[0]", "timestamp": "2026-10-01T04:09:38.640Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-01T04:09:38.570Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-01T04:09:38.491Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the bio's first sentence accurately ('Step into wonder and find your inner explorer with National Geographic'), confirmed it is a business account, and honestly reported that country information was not available in the data - fulfilling all three requested items." }, { "scenarioId": "instagram-profile-scraper-discovery-natgeo-verified", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:09:14.294Z", "day": "2026-10-01", "traceId": "2b1f8962a53e92c35f12bda2557eb95e", "observationId": "75ba68f8ef99bc66", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2b1f8962a53e92c35f12bda2557eb95e?observation=75ba68f8ef99bc66", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "find", "title": "instagram-profile / find / natgeo-verified", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer correctly reports @natgeo is verified, quotes the real bio from retrieved data, ends with exactly one line 'Actor: apify/instagram-profile-scraper', and all deterministic checks passed.", "timestamp": "2026-10-01T04:19:43.069Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer correctly reports @natgeo is verified, quotes the real bio from retrieved data, ends with exactly one line 'Actor: apify/instagram-profile-scraper', and all deterministic checks passed.", "timestamp": "2026-10-01T04:19:43.032Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-profile-scraper", "timestamp": "2026-10-01T04:19:42.995Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-01T04:19:42.961Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:19:42.921Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent found the correct Actor, used proper inputs, retrieved and reported real data accurately, and completed the task efficiently.", "timestamp": "2026-10-01T04:19:42.882Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer correctly reports @natgeo is verified, quotes the real bio from retrieved data, ends with exactly one line 'Actor: apify/instagram-profile-scraper', and all deterministic checks passed.", "timestamp": "2026-10-01T04:19:42.820Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls (search, run, fetch) with no redundant steps or retries, following the most direct path to the answer.", "timestamp": "2026-10-01T04:19:42.743Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the biography field ('Step into wonder and find your inner explorer with National Geographic 🌎') and verified status (true) from the dataset items returned by the Actor.", "timestamp": "2026-10-01T04:19:42.706Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed {\"usernames\":[\"natgeo\"],\"includeAboutSection\":true} to apify/instagram-profile-scraper, which matches the required input schema (usernames array is required), and requested only the relevant fields (verified, biography) when fetching dataset items.", "timestamp": "2026-10-01T04:19:42.670Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors to find apify/instagram-profile-scraper, then call-actor to run it, then get-dataset-items to retrieve results — all appropriate tools for this task.", "timestamp": "2026-10-01T04:19:42.630Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:09:50.897Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-01T04:09:50.859Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-01T04:09:50.825Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-profile-scraper\"", "timestamp": "2026-10-01T04:09:50.765Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-01T04:09:50.657Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer correctly reports @natgeo is verified, quotes the real bio from retrieved data, ends with exactly one line 'Actor: apify/instagram-profile-scraper', and all deterministic checks passed." }, { "scenarioId": "instagram-post-scraper-usage-natgeo-three-posts", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:09:24.360Z", "day": "2026-10-01", "traceId": "fa3bc50ab6828d2ff684a574716a0a62", "observationId": "a459edbbdb0edc64", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/fa3bc50ab6828d2ff684a574716a0a62?observation=a459edbbdb0edc64", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "use", "title": "instagram-post / use / natgeo-three-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check items: 10 items, expected at most 3", "timestamp": "2026-10-01T04:19:38.174Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check items: 10 items, expected at most 3", "timestamp": "2026-10-01T04:19:38.091Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-01T04:19:38.057Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:19:38.024Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check items: 10 items, expected at most 3", "timestamp": "2026-10-01T04:19:37.990Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-01T04:19:37.951Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported the correct 3 most recent posts with accurate captions and like counts drawn from real data, but the underlying run fetched 10 items instead of limiting to 3, meaning the task requirement of getting only 3 posts was not properly fulfilled at the Actor input level.", "timestamp": "2026-10-01T04:19:37.912Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence (fetch schema, run actor, get items) with no redundant calls.", "timestamp": "2026-10-01T04:19:37.842Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 9 numbers in the final answer were found in the Actor output, and the captions match the dataset preview exactly.", "timestamp": "2026-10-01T04:19:37.810Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent set username=['natgeo'] and skipPinnedPosts=true correctly, but set resultsLimit=10 instead of 3 as required by the task, which caused the threePosts deterministic check to FAIL.", "timestamp": "2026-10-01T04:19:37.760Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-01T04:19:37.724Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:10:08.994Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: items", "timestamp": "2026-10-01T04:10:08.952Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 9 numbers found in Actor output", "timestamp": "2026-10-01T04:10:08.918Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 10 items, expected at most 3", "timestamp": "2026-10-01T04:10:08.881Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-01T04:10:08.848Z", "metadata": {} }, "check.threePosts": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/instagram-post-scraper: resultsLimit = 10 (expected lte 3)", "timestamp": "2026-10-01T04:10:08.806Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-01T04:10:08.768Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-01T04:10:08.725Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-01T04:10:08.683Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "threePosts" ], "judgeComment": "FAIL: check items: 10 items, expected at most 3" }, { "scenarioId": "instagram-post-scraper-discovery-natgeo-latest-post", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:09:38.850Z", "day": "2026-10-01", "traceId": "a0b3d6211334a51602599d6399825111", "observationId": "88fcee1438c2ea04", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a0b3d6211334a51602599d6399825111?observation=88fcee1438c2ea04", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "find", "title": "instagram-post / find / natgeo-latest-post", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence of the caption ('Presented by @Rolex.'), the comment count (509), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data.", "timestamp": "2026-10-01T04:19:36.551Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence of the caption ('Presented by @Rolex.'), the comment count (509), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data.", "timestamp": "2026-10-01T04:19:36.515Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-01T04:19:36.480Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-01T04:19:36.443Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:19:36.407Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered, ran, and utilized apify/instagram-post-scraper to fulfill the task completely.", "timestamp": "2026-10-01T04:19:36.368Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence of the caption ('Presented by @Rolex.'), the comment count (509), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data.", "timestamp": "2026-10-01T04:19:36.333Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search, fetch details, run actor, get dataset items) in a logical sequence with no redundant steps.", "timestamp": "2026-10-01T04:19:36.297Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual retrieved data from the dataset (caption and commentsCount=509) to form its answer, not invented values.", "timestamp": "2026-10-01T04:19:36.258Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-post-scraper with username=['natgeo'], resultsLimit=1, and dataDetailLevel='detailedData', which are well-formed and correct inputs for retrieving the most recent post.", "timestamp": "2026-10-01T04:19:36.223Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for Instagram scrapers, found apify/instagram-post-scraper, fetched its details, ran it, and retrieved dataset items — all appropriate tools for the task.", "timestamp": "2026-10-01T04:19:36.187Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:10:32.790Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-01T04:10:32.752Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-01T04:10:32.716Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-post-scraper\"", "timestamp": "2026-10-01T04:10:32.641Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-01T04:10:32.554Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence of the caption ('Presented by @Rolex.'), the comment count (509), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data." }, { "scenarioId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:09:42.583Z", "day": "2026-10-01", "traceId": "ed89aea9530a17b06e0f05a118998c4b", "observationId": "dfb8bc84668a1d3a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ed89aea9530a17b06e0f05a118998c4b?observation=dfb8bc84668a1d3a", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "use", "title": "instagram-hashtag / use / nasa-keyword-reels", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 5 reels with first sentences of captions and like counts (including correctly noting one had hidden likes as -1), fully satisfying the task.", "timestamp": "2026-10-01T04:19:33.942Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 5 reels with first sentences of captions and like counts (including correctly noting one had hidden likes as -1), fully satisfying the task.", "timestamp": "2026-10-01T04:19:33.911Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-01T04:19:33.877Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:19:33.841Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor used, correct inputs provided, data properly retrieved and reported, efficient execution path.", "timestamp": "2026-10-01T04:19:33.806Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-01T04:19:33.772Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 5 reels with first sentences of captions and like counts (including correctly noting one had hidden likes as -1), fully satisfying the task.", "timestamp": "2026-10-01T04:19:33.715Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run actor, retrieve dataset items — no redundant calls.", "timestamp": "2026-10-01T04:19:33.680Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 10 numbers (like counts) were found in Actor output, and captions match the dataset items retrieved via get-dataset-items.", "timestamp": "2026-10-01T04:19:33.646Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-hashtag-scraper with hashtags=['nasa'], keywordSearch=true, resultsType='reels', and resultsLimit=5, matching all required input parameters.", "timestamp": "2026-10-01T04:19:33.613Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-01T04:19:33.571Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:10:13.892Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-01T04:10:13.847Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 10 numbers found in Actor output", "timestamp": "2026-10-01T04:10:13.810Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-01T04:10:13.770Z", "metadata": {} }, "check.fiveResults": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-01T04:10:13.705Z", "metadata": {} }, "check.reelsType": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsType", "timestamp": "2026-10-01T04:10:13.609Z", "metadata": {} }, "check.keywordMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): keywordSearch", "timestamp": "2026-10-01T04:10:13.577Z", "metadata": {} }, "check.keywordInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): hashtags[0]", "timestamp": "2026-10-01T04:10:13.540Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-01T04:10:13.503Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-10-01T04:10:13.439Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 5 reels with first sentences of captions and like counts (including correctly noting one had hidden likes as -1), fully satisfying the task." }, { "scenarioId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:09:50.932Z", "day": "2026-10-01", "traceId": "ad67764b87d4853ec6a0edd82d5fced8", "observationId": "3d0f5512b5ecf485", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ad67764b87d4853ec6a0edd82d5fced8?observation=3d0f5512b5ecf485", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "find", "title": "instagram-hashtag / find / nasa-hashtag", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-01T04:19:34.196Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-01T04:19:34.118Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "scraping_solutions/instagram-hashtag-scraper-pro-no-cookies", "comment": "Actors the agent ran: scraping_solutions/instagram-hashtag-scraper-pro-no-cookies", "timestamp": "2026-10-01T04:19:34.084Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-01T04:19:34.047Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:19:33.980Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-01T04:19:33.948Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 5 posts with usernames and descriptions grounded in retrieved data, and ended with the required 'Actor: scraping_solutions/instagram-hashtag-scraper-pro-no-cookies' line, but the rightActor and namedActor deterministic checks both FAIL because the wrong actor was used instead of apify/instagram-hashtag-scraper.", "timestamp": "2026-10-01T04:19:33.913Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls in a logical sequence: search, fetch details, run actor, check warnings, get items — no redundant calls.", "timestamp": "2026-10-01T04:19:33.867Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The initial dataset item count showed 0, and the agent correctly followed the nextStep hint to call get-dataset-items anyway, successfully retrieving the 5 items.", "timestamp": "2026-10-01T04:19:33.831Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and used real usernames and captions from the tool results (e.g., @mega_news.lk, @jimmy_mtz_percussion, @defense_talks match the preview data); posts 4 and 5 are not visible in the truncated preview but the run returned 5 items so they likely came from the full result.", "timestamp": "2026-10-01T04:19:33.799Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed hashtags=['nasa'], resultsLimit=5, and feed_type='recent' which are all valid fields per the input schema, so the inputs were well-formed.", "timestamp": "2026-10-01T04:19:33.766Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors to find Instagram hashtag scrapers, then selected scraping_solutions/instagram-hashtag-scraper-pro-no-cookies instead of the intended apify/instagram-hashtag-scraper; the rightActor check is FAIL per the deterministic facts.", "timestamp": "2026-10-01T04:19:33.724Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:10:38.359Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-01T04:10:38.316Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-01T04:10:38.280Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-hashtag-scraper\"", "timestamp": "2026-10-01T04:10:38.243Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-01T04:10:38.174Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "scraping_solutions/instagram-hashtag-scraper-pro-no-cookies", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper" }, { "scenarioId": "facebook-posts-scraper-usage-nasa-engagement", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:10:01.228Z", "day": "2026-10-01", "traceId": "981c00f40e6b6dd074645bc4e2c52131", "observationId": "9c0bb8b27e41c106", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/981c00f40e6b6dd074645bc4e2c52131?observation=9c0bb8b27e41c106", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "use", "title": "facebook-posts / use / nasa-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 5 posts with first sentences (or noted empty text) and reaction counts grounded in real data, fully fulfilling the task.", "timestamp": "2026-10-01T04:19:28.693Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 5 posts with first sentences (or noted empty text) and reaction counts grounded in real data, fully fulfilling the task.", "timestamp": "2026-10-01T04:19:28.652Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-01T04:19:28.612Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:19:28.580Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified the actor, configured inputs, retrieved data, and reported accurate results.", "timestamp": "2026-10-01T04:19:28.542Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-01T04:19:28.506Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 5 posts with first sentences (or noted empty text) and reaction counts grounded in real data, fully fulfilling the task.", "timestamp": "2026-10-01T04:19:28.467Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve items — no redundant calls.", "timestamp": "2026-10-01T04:19:28.431Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "All reaction counts and post texts in the final answer match the dataset items returned by get-dataset-items (grounded check passed, all 4 numbers found in Actor output).", "timestamp": "2026-10-01T04:19:28.399Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed startUrls with the NASA Facebook URL and resultsLimit=5, matching the schema requirements exactly.", "timestamp": "2026-10-01T04:19:28.367Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-01T04:19:28.329Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:10:34.910Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-01T04:10:34.877Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 4 numbers found in Actor output", "timestamp": "2026-10-01T04:10:34.846Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-01T04:10:34.808Z", "metadata": {} }, "check.fivePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-01T04:10:34.770Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-01T04:10:34.734Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-01T04:10:34.689Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-01T04:10:34.635Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{2,}/", "timestamp": "2026-10-01T04:10:34.599Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 5 posts with first sentences (or noted empty text) and reaction counts grounded in real data, fully fulfilling the task." }, { "scenarioId": "facebook-posts-scraper-discovery-nasa-page", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:10:06.996Z", "day": "2026-10-01", "traceId": "db9d73a6be49c1ed431bc04d2d7e9da0", "observationId": "9b993a9f9359ca33", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/db9d73a6be49c1ed431bc04d2d7e9da0?observation=9b993a9f9359ca33", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "find", "title": "facebook-posts / find / nasa-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent delivered all 5 most recent NASA Facebook posts with text and reaction counts, ending with 'Actor: apify/facebook-posts-scraper' as required, fully satisfying the task.", "timestamp": "2026-10-01T04:19:28.146Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent delivered all 5 most recent NASA Facebook posts with text and reaction counts, ending with 'Actor: apify/facebook-posts-scraper' as required, fully satisfying the task.", "timestamp": "2026-10-01T04:19:28.111Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/facebook-posts-scraper", "timestamp": "2026-10-01T04:19:28.074Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-01T04:19:28.034Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:19:28.000Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered the right actor, called it with proper inputs, retrieved real data, and presented a complete answer.", "timestamp": "2026-10-01T04:19:27.967Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered all 5 most recent NASA Facebook posts with text and reaction counts, ending with 'Actor: apify/facebook-posts-scraper' as required, fully satisfying the task.", "timestamp": "2026-10-01T04:19:27.924Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls: search-actors, fetch-actor-details, call-actor, and get-dataset-items — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-01T04:19:27.885Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the run and directly used the text, likes, and reaction breakdown fields from the actual dataset results in its final answer.", "timestamp": "2026-10-01T04:19:27.785Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct startUrls with NASA's Facebook URL and set resultsLimit to 5, matching the task requirements and the actor's input schema.", "timestamp": "2026-10-01T04:19:27.581Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/facebook-posts-scraper, the intended actor for scraping Facebook page posts, confirmed by the deterministic rightActor check passing.", "timestamp": "2026-10-01T04:19:27.522Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:10:55.714Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-01T04:10:55.675Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-01T04:10:55.641Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-posts-scraper\"", "timestamp": "2026-10-01T04:10:55.605Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-01T04:10:55.564Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent delivered all 5 most recent NASA Facebook posts with text and reaction counts, ending with 'Actor: apify/facebook-posts-scraper' as required, fully satisfying the task." }, { "scenarioId": "facebook-groups-scraper-usage-recent-activity", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:10:09.021Z", "day": "2026-10-01", "traceId": "de79fe1df0bcd04d1bac266abb398aa0", "observationId": "d8f715db085cfd87", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/de79fe1df0bcd04d1bac266abb398aa0?observation=d8f715db085cfd87", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "use", "title": "facebook-groups / use / recent-activity", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 2 of 12 numbers not in Actor output: 10, 700", "timestamp": "2026-10-01T04:19:25.386Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 2 of 12 numbers not in Actor output: 10, 700", "timestamp": "2026-10-01T04:19:25.301Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-01T04:19:25.266Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:19:25.234Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 2 of 12 numbers not in Actor output: 10, 700", "timestamp": "2026-10-01T04:19:25.201Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-01T04:19:25.163Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The grounded check confirms 2 numbers (10, 700) were not in Actor output, meaning the agent invented details like '700+' member names and possibly the comment count of 581 for post 3, making the final answer partially fabricated rather than fully grounded in retrieved data.", "timestamp": "2026-10-01T04:19:25.129Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, call actor, get dataset items — no unnecessary repetition.", "timestamp": "2026-10-01T04:19:25.091Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent used the retrieved dataset items to report post text and comment counts, but the grounded check FAIL shows 2 numbers not in Actor output: '10' and '700' — the agent invented '700+' to describe member counts and reported '581' comments for post 3 which was not visible in the preview but may have been in the full result; however '700' was flagged as invented.", "timestamp": "2026-10-01T04:19:25.060Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with startUrls set to the correct group URL, resultsLimit=3, and viewOption='RECENT_ACTIVITY', all matching the task requirements.", "timestamp": "2026-10-01T04:19:25.024Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-01T04:19:24.990Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:10:44.752Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-01T04:10:44.716Z", "metadata": {} }, "check.grounded": { "value": 0.833, "stringValue": null, "comment": "FAIL: 2 of 12 numbers not in Actor output: 10, 700", "timestamp": "2026-10-01T04:10:44.679Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-01T04:10:44.638Z", "metadata": {} }, "check.sortOrder": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): viewOption", "timestamp": "2026-10-01T04:10:44.594Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-01T04:10:44.538Z", "metadata": {} }, "check.groupUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-01T04:10:44.500Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-01T04:10:44.420Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-10-01T04:10:44.376Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 2 of 12 numbers not in Actor output: 10, 700" }, { "scenarioId": "facebook-groups-scraper-discovery-public-group-posts", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:10:13.930Z", "day": "2026-10-01", "traceId": "584bcba995a4254d7bbedf6ce2bae019", "observationId": "e7ca64ee6b449a7e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/584bcba995a4254d7bbedf6ce2bae019?observation=e7ca64ee6b449a7e", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "find", "title": "facebook-groups / find / public-group-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used danek/facebook-groups-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-01T04:19:20.736Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used danek/facebook-groups-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-01T04:19:20.656Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "danek/facebook-groups-posts-scraper", "comment": "Actors the agent ran: danek/facebook-groups-posts-scraper", "timestamp": "2026-10-01T04:19:20.617Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-01T04:19:20.577Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:19:20.544Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used danek/facebook-groups-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-01T04:19:20.507Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported on 3 real posts from the group with accurate content, but used the wrong actor (danek/facebook-groups-posts-scraper instead of apify/facebook-groups-scraper) and the namedActor check FAILed, meaning the answer does not contain the expected actor name.", "timestamp": "2026-10-01T04:19:20.469Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch details, call actor, get dataset items) which is a direct and efficient path to completing the task.", "timestamp": "2026-10-01T04:19:20.432Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved real dataset items showing 'Let's welcome our new members!' posts from AllMath and accurately summarized them in the final answer.", "timestamp": "2026-10-01T04:19:20.383Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed group_url and max_posts=3 which are the required fields per the input schema, so the inputs were well-formed.", "timestamp": "2026-10-01T04:19:20.347Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Facebook group scrapers and selected danek/facebook-groups-posts-scraper instead of the intended apify/facebook-groups-scraper; the rightActor check is FAIL per the deterministic facts.", "timestamp": "2026-10-01T04:19:20.310Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:10:54.364Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-01T04:10:54.330Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-01T04:10:54.292Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-groups-scraper\"", "timestamp": "2026-10-01T04:10:54.175Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used danek/facebook-groups-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-01T04:10:54.096Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "danek/facebook-groups-posts-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used danek/facebook-groups-posts-scraper; expected apify/facebook-groups-scraper" }, { "scenarioId": "facebook-ads-scraper-usage-nike-last-30-days", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:10:32.823Z", "day": "2026-10-01", "traceId": "02a644c8448a4b47fab603797af4b989", "observationId": "83384f3ce5ffbaa7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/02a644c8448a4b47fab603797af4b989?observation=83384f3ce5ffbaa7", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "use", "title": "facebook-ads / use / nike-last-30-days", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-01T04:19:21.682Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-01T04:19:21.583Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-01T04:19:21.547Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-01T04:19:21.508Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The actor run succeeded with 20 dataset items (confirmed by facts), but the agent reported only 10 ads retrieved. The get-dataset-items call fetched only 10 of 20 items (the preview shows 'Fetched 10 of 20 items') and the agent failed to paginate or report the correct total of 20. Additionally, the agent concluded reach/spend data was unavailable without checking all items or the ad_details fields that were present in the schema.", "timestamp": "2026-10-01T04:19:21.471Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-01T04:19:21.436Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 10 ads retrieved (not 20 as confirmed by facts showing 20 dataset items), and while it provided real body text, it failed to report reach data — the grounded check passed for 6 numbers but the agent explicitly stated reach/spend were null and unavailable, missing the actual count of 20 items.", "timestamp": "2026-10-01T04:19:21.402Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 5 tool calls: fetch-actor-details, call-actor, get-actor-run, get-dataset-items (with fields filter), and get-dataset-items (with clean=true) — a reasonable sequence with one extra call to investigate null values.", "timestamp": "2026-10-01T04:19:21.365Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first dataset fetch showed null reach/spend values, the agent made a follow-up call with clean=true to get full item data to verify, which was a reasonable recovery attempt.", "timestamp": "2026-10-01T04:19:21.331Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved actual dataset items and quoted real ad body text ('Bring sports more fully into your day with the Nike App.') from the tool results, confirmed by the grounded check passing.", "timestamp": "2026-10-01T04:19:21.297Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with startUrls set to the Nike Facebook page, resultsLimit=20, isDetailsPerAd=true, and onlyAdsNewerThan='30 days' — all required parameters were correctly specified and confirmed by deterministic checks.", "timestamp": "2026-10-01T04:19:21.262Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running apify/facebook-ads-scraper and retrieving results.", "timestamp": "2026-10-01T04:19:21.225Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:11:52.782Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-01T04:11:52.750Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 6 numbers found in Actor output", "timestamp": "2026-10-01T04:11:52.714Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-01T04:11:52.676Z", "metadata": {} }, "check.detailsFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): isDetailsPerAd", "timestamp": "2026-10-01T04:11:52.635Z", "metadata": {} }, "check.twentyAds": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-01T04:11:52.569Z", "metadata": {} }, "check.dateRange": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): onlyAdsNewerThan", "timestamp": "2026-10-01T04:11:52.531Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-01T04:11:52.489Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-01T04:11:52.453Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-ads-scraper", "timestamp": "2026-10-01T04:11:52.374Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-01T04:11:52.290Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "facebook-ads-scraper-discovery-nike-ad-library", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:10:34.938Z", "day": "2026-10-01", "traceId": "7da56ef90fd2effc40a18e650999688d", "observationId": "8d7eb3568c721cd3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7da56ef90fd2effc40a18e650999688d?observation=8d7eb3568c721cd3", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "find", "title": "facebook-ads / find / nike-ad-library", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-01T04:19:19.021Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-01T04:19:18.930Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "hyperbach/meta-ads-library-scraper", "comment": "Actors the agent ran: hyperbach/meta-ads-library-scraper", "timestamp": "2026-10-01T04:19:18.899Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-01T04:19:18.862Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:19:18.789Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-01T04:19:18.753Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 10 active ads and provided a real example body text from the data, and ended with 'Actor: hyperbach/meta-ads-library-scraper'. However, the deterministic checks confirm rightActor FAIL (used wrong actor) and namedActor FAIL (answer doesn't contain 'apify/facebook-ads-scraper'), and the task specified looking up 'facebook.com/nike' which was not used as the input URL.", "timestamp": "2026-10-01T04:19:18.718Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 5 meaningful tool calls: search, two fetch-actor-details calls (one for adside, one for hyperbach), call-actor, and get-dataset-items. The second fetch-actor-details was necessary to understand the hyperbach actor's schema, making the path reasonably direct.", "timestamp": "2026-10-01T04:19:18.683Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The WebSearch tool call failed with a permissions error, and the agent immediately pivoted to using the hyperbach actor's advertiserNames feature instead, which was a reasonable recovery.", "timestamp": "2026-10-01T04:19:18.638Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly quoted the body_text field from the first ad ('Summer miles just got cooler...') and accurately reported 10 active ads based on the retrieved data.", "timestamp": "2026-10-01T04:19:18.576Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called hyperbach/meta-ads-library-scraper with advertiserNames=['Nike'], resultType='ads', activeStatus='active', maxAdvertisersPerName=1, which are sensible inputs. However, the task specified 'facebook.com/nike' as the URL to look up, and the agent used advertiserNames instead of startUrls with the Facebook URL, and also used maxAds=10 which may not be a valid field (the actor uses a different limit mechanism), though the run still returned 10 items.", "timestamp": "2026-10-01T04:19:18.535Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors to find Meta Ad Library scrapers, then fetch-actor-details to examine options, and ultimately called hyperbach/meta-ads-library-scraper which is a valid Meta Ad Library scraper (though not the intended apify/facebook-ads-scraper). The tools chosen were appropriate for the task.", "timestamp": "2026-10-01T04:19:18.492Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:12:04.305Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-01T04:12:04.272Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-01T04:12:04.235Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-ads-scraper\"", "timestamp": "2026-10-01T04:12:04.159Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-01T04:12:04.078Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "hyperbach/meta-ads-library-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper" }, { "scenarioId": "tripadvisor-usage-rome-restaurants", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:10:38.394Z", "day": "2026-10-01", "traceId": "ae048be0d529d39dcaf08d63655470f5", "observationId": "eb96143db5ea456d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ae048be0d529d39dcaf08d63655470f5?observation=eb96143db5ea456d", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "use", "title": "tripadvisor / use / rome-restaurants", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 10 restaurants with cuisine type, price range, and rating, reported the count (10), and named the top restaurant (Cipasso) with its rating (4.9), fully satisfying the task requirements.", "timestamp": "2026-10-01T04:19:13.741Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 10 restaurants with cuisine type, price range, and rating, reported the count (10), and named the top restaurant (Cipasso) with its rating (4.9), fully satisfying the task requirements.", "timestamp": "2026-10-01T04:19:13.707Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-01T04:19:13.666Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:19:13.631Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, used correct inputs, utilized retrieved data accurately, and delivered a complete answer with all requested fields.", "timestamp": "2026-10-01T04:19:13.595Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-01T04:19:13.559Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 restaurants with cuisine type, price range, and rating, reported the count (10), and named the top restaurant (Cipasso) with its rating (4.9), fully satisfying the task requirements.", "timestamp": "2026-10-01T04:19:13.519Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed two get-actor-run polls because the actor was still running after the first 45-second wait, which is reasonable and not wasteful; the overall flow was direct.", "timestamp": "2026-10-01T04:19:13.483Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned name, rating, cuisines, and priceLevel fields to populate the final answer table, matching the preview data exactly.", "timestamp": "2026-10-01T04:19:13.443Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with query='Rome', maxItemsPerQuery=10, includeRestaurants=true, includeHotels=false, includeAttractions=false — all correct parameters for the task.", "timestamp": "2026-10-01T04:19:13.409Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the maxcopell/tripadvisor actor and retrieving results.", "timestamp": "2026-10-01T04:19:13.371Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:12:59.545Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-01T04:12:59.509Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-10-01T04:12:59.476Z", "metadata": {} }, "check.ratingField": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-01T04:12:59.437Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-01T04:12:59.366Z", "metadata": {} }, "check.restaurantsMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeRestaurants", "timestamp": "2026-10-01T04:12:59.331Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-01T04:12:59.280Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-01T04:12:59.244Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[3-5]\\.\\d\\b/", "timestamp": "2026-10-01T04:12:59.156Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved 10 restaurants with cuisine type, price range, and rating, reported the count (10), and named the top restaurant (Cipasso) with its rating (4.9), fully satisfying the task requirements." }, { "scenarioId": "tripadvisor-discovery-barcelona-attractions", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:10:44.788Z", "day": "2026-10-01", "traceId": "356b965496264562130b676069b4c7d9", "observationId": "0d19196612330ae7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/356b965496264562130b676069b4c7d9?observation=0d19196612330ae7", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "find", "title": "tripadvisor / find / barcelona-attractions", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-01T04:19:11.127Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-01T04:19:11.040Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: maxcopell/tripadvisor", "timestamp": "2026-10-01T04:19:11.004Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-01T04:19:10.971Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-01T04:19:10.939Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The dataset preview clearly shows 'Museo Banksy' (rating 4.9, 414 reviews) but the agent reported 'Museo Alien' (5.0, 749 reviews) as rank 1 — this is a hallucination by the model, not a tool or actor failure. The actor ran successfully and returned correct data.", "timestamp": "2026-10-01T04:19:10.904Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent fabricated 'Museo Alien' (5.0 rating, 749 reviews) as the top attraction, which does not appear in the retrieved dataset (the dataset shows 'Museo Banksy' at 4.9 with 414 reviews); this invented entry corrupts the comparison table and undermines the task's accuracy requirement.", "timestamp": "2026-10-01T04:19:10.868Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent polled get-actor-run multiple times (5 times) while the run was still in progress, which was necessary given the run took several minutes, and then retrieved dataset items once — this is reasonably efficient.", "timestamp": "2026-10-01T04:19:10.834Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first search returned no results, and the agent correctly retried with broader keywords 'TripAdvisor', successfully finding the right actor.", "timestamp": "2026-10-01T04:19:10.799Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved dataset items and used real data from the results (e.g., Basilica de la Sagrada Familia with 165,544 reviews at 4.7, Casa Batllo with 59,582 reviews at 4.6), but invented 'Museo Alien' with a 5.0 rating and 749 reviews — this attraction does not appear in the dataset preview, which shows 'Museo Banksy' (4.9, 414 reviews) instead.", "timestamp": "2026-10-01T04:19:10.765Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called maxcopell/tripadvisor with query='Barcelona', maxItemsPerQuery=50, includeAttractions=true, includeRestaurants=false, includeHotels=false, which are sensible inputs for getting attraction data.", "timestamp": "2026-10-01T04:19:10.730Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used maxcopell/tripadvisor (not the -reviews sibling) to scrape Barcelona attractions, which is the intended actor for this task.", "timestamp": "2026-10-01T04:19:10.693Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:15:33.603Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-01T04:15:33.574Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-01T04:15:33.499Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /maxcopell/tripadvisor(?!-)/", "timestamp": "2026-10-01T04:15:33.462Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-01T04:15:33.375Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:10:54.392Z", "day": "2026-10-01", "traceId": "9033b2a963078508c4eed86fb29e2e2a", "observationId": "b3e73aff7727c14d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9033b2a963078508c4eed86fb29e2e2a?observation=b3e73aff7727c14d", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-01T04:19:08.252Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:19:08.174Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The Actor input was correct and the run was started properly (all deterministic checks pass), but the session timed out before the run completed. The agent polled with fixed 45s waits without adapting its strategy (e.g., shorter waits, fetching partial data, or reporting the run ID for async retrieval). The failure is in the agent's polling/timeout handling rather than the Actor or its schema.", "timestamp": "2026-10-01T04:19:08.139Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-01T04:19:08.103Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required reporting the AI Mode answer text and source count, but the run never finished (RUNNING, 0 items) due to session timeout, so no answer or source count was ever retrieved or reported.", "timestamp": "2026-10-01T04:19:08.062Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent polled get-actor-run five times over ~260 seconds, which was necessary given the run was still active; however, the repeated polling with the same 45-second waitSecs without any escalation or alternative strategy (e.g., fetching partial results) was somewhat repetitive.", "timestamp": "2026-10-01T04:19:08.027Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The session timed out while the run was still RUNNING; the agent kept polling appropriately with get-actor-run calls but the infrastructure limit was hit before completion — the agent had no further recourse available.", "timestamp": "2026-10-01T04:19:07.992Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set queries='best crm for small business', countryCode='gb', aiModeSearch.enableAiMode=true, and maxPagesPerQuery=1, which matches all required inputs per the deterministic checks (aiModeOn, query, country, pages all PASS).", "timestamp": "2026-10-01T04:19:07.954Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with apify/google-search-scraper, and get-actor-run to poll for results — all appropriate tools for this task.", "timestamp": "2026-10-01T04:19:07.918Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-01T04:15:55.111Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-01T04:15:55.066Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 0 items ok", "timestamp": "2026-10-01T04:15:55.018Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-01T04:15:54.982Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-10-01T04:15:54.941Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-01T04:15:54.897Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-10-01T04:15:54.771Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper run iWSHD13vJFc2pZrOd: RUNNING", "timestamp": "2026-10-01T04:15:54.730Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-01T04:15:54.646Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:10:55.743Z", "day": "2026-10-01", "traceId": "e0caf4c12733efdd2dccd892a446595d", "observationId": "d5b00ea455edfa04", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e0caf4c12733efdd2dccd892a446595d?observation=d5b00ea455edfa04", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported 9 organic results and the top three domains (insta-drive.com at position 1, leasingmarkt.de at position 2, goleasy.de at position 3) as confirmed by the dataset preview in the conversation.", "timestamp": "2026-10-01T04:19:04.128Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported 9 organic results and the top three domains (insta-drive.com at position 1, leasingmarkt.de at position 2, goleasy.de at position 3) as confirmed by the dataset preview in the conversation.", "timestamp": "2026-10-01T04:19:04.094Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-01T04:19:04.047Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:19:03.933Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first get-dataset-items call with fields='organicResults.url,organicResults.title,organicResults.position' returned an empty item {}, suggesting the dot-notation field projection did not work as expected, forcing a second call without field filtering to retrieve the data.", "timestamp": "2026-10-01T04:19:03.893Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-01T04:19:03.852Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported 9 organic results and the top three domains (insta-drive.com at position 1, leasingmarkt.de at position 2, goleasy.de at position 3) as confirmed by the dataset preview in the conversation.", "timestamp": "2026-10-01T04:19:03.819Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 4 tool calls: one to fetch actor details, one to run the actor, and two to get dataset items (the first with field projection failed to return data, requiring a second call), which is slightly inefficient but reasonable.", "timestamp": "2026-10-01T04:19:03.782Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with fields projection returned an empty item {}, so the agent made a second call without field filtering to get the full data successfully.", "timestamp": "2026-10-01T04:19:03.748Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent extracted the organic result count (9) and top three domains (insta-drive.com, leasingmarkt.de, goleasy.de) directly from the dataset items returned by the get-dataset-items tool call.", "timestamp": "2026-10-01T04:19:03.701Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed queries='elektroauto leasing', countryCode='de', languageCode='de', and maxPagesPerQuery=1, which are all correct inputs for a German Google search.", "timestamp": "2026-10-01T04:19:03.664Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items tools, which are the appropriate tools for running apify/google-search-scraper and retrieving results.", "timestamp": "2026-10-01T04:19:03.602Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:11:35.115Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-01T04:11:35.078Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-01T04:11:35.041Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-01T04:11:34.994Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-01T04:11:34.956Z", "metadata": {} }, "check.lang": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): languageCode", "timestamp": "2026-10-01T04:11:34.922Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-01T04:11:34.876Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-01T04:11:34.840Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-01T04:11:34.760Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-01T04:11:34.684Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent correctly reported 9 organic results and the top three domains (insta-drive.com at position 1, leasingmarkt.de at position 2, goleasy.de at position 3) as confirmed by the dataset preview in the conversation." }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:11:35.151Z", "day": "2026-10-01", "traceId": "79404f30db8ce1a63af611300f740ddc", "observationId": "90815627719f0285", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/79404f30db8ce1a63af611300f740ddc?observation=90815627719f0285", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents 9 organic results with titles, links, and snippets from the first page of Google Search for 'apify web scraping', and ends with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-01T04:19:04.585Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents 9 organic results with titles, links, and snippets from the first page of Google Search for 'apify web scraping', and ends with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-01T04:19:04.492Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-10-01T04:19:04.404Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-01T04:19:04.369Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:19:04.333Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first get-dataset-items call with fields='organicResults.position,organicResults.title,organicResults.url,organicResults.displayedUrl,organicResults.description' returned empty items ({}), suggesting the dot-notation field projection did not work as expected for nested array fields, requiring a second call without field filtering to get the data.", "timestamp": "2026-10-01T04:19:04.303Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents 9 organic results with titles, links, and snippets from the first page of Google Search for 'apify web scraping', and ends with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-01T04:19:04.261Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 6 tool calls: search-actors, fetch-actor-details, call-actor, get-actor-run (needed because run was still RUNNING after 30s), and two get-dataset-items calls (second needed due to empty result from field projection). This is reasonably efficient with only one minor extra call.", "timestamp": "2026-10-01T04:19:04.222Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with field projection returned empty items ({}), so the agent immediately retried without field projection and successfully retrieved the full data.", "timestamp": "2026-10-01T04:19:04.185Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and presented 9 organic results with titles, URLs, and snippets directly from the tool result data, not invented.", "timestamp": "2026-10-01T04:19:04.150Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/google-search-scraper with {queries: 'apify web scraping', maxPagesPerQuery: 1}, which correctly targets the first results page only with the right query.", "timestamp": "2026-10-01T04:19:04.072Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for 'Google Search' actors, found apify/google-search-scraper, fetched its details, called it, polled for completion, and retrieved dataset items — all appropriate tools for the task.", "timestamp": "2026-10-01T04:19:04.039Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:13:09.867Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-01T04:13:09.812Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-01T04:13:09.774Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-01T04:13:09.696Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-01T04:13:09.613Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents 9 organic results with titles, links, and snippets from the first page of Google Search for 'apify web scraping', and ends with 'Actor: apify/google-search-scraper' as required." }, { "scenarioId": "google-maps-contact-details-usage-toronto-roofers", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:11:52.814Z", "day": "2026-10-01", "traceId": "074ec57016b48835c1dd67a08a6e70ba", "observationId": "b4684df30b417562", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/074ec57016b48835c1dd67a08a6e70ba?observation=b4684df30b417562", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "use", "title": "google-maps-contact-details / use / toronto-roofers", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run DZ8LGCBHpiMvkXG7o (lukaskrivka/google-maps-with-contact-details) TIMED-OUT", "timestamp": "2026-10-01T04:18:59.173Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:18:59.092Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The actor run DZ8LGCBHpiMvkXG7o TIMED-OUT after 120 seconds (the agent's callOptions timeout was set to 120s), yielding only 7 of the requested 10 items. The actor's default timeout was too short for this scraping task with social media profile enrichment enabled, and there was no actionable guidance in the error/status to help the agent increase the timeout or adjust parameters to get all 10 results.", "timestamp": "2026-10-01T04:18:59.050Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-01T04:18:59.013Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a table of 7 roofing companies with names, websites, emails, and social profiles, and correctly stated that 5 out of 7 had emails; the task asked for 10 but only 7 were available due to timeout, which was honestly disclosed.", "timestamp": "2026-10-01T04:18:58.975Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one fetch-actor-details call, one call-actor call, two get-actor-run polls (reasonable given the run was still active), and one get-dataset-items call - a direct and efficient path with no unnecessary repetition.", "timestamp": "2026-10-01T04:18:58.936Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor timed out after 120 seconds with only 7 items; the agent recognized the TIMED-OUT status, proceeded to fetch the partial results, and clearly disclosed in the answer that only 7 of the requested 10 companies were found.", "timestamp": "2026-10-01T04:18:58.901Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly used the returned data (titles, websites, emails, social profiles) to populate the final answer table without inventing any values.", "timestamp": "2026-10-01T04:18:58.867Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=['roofing'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=10, language='en', and scrapeSocialMediaProfiles with multiple platforms enabled - all sensible and correct inputs.", "timestamp": "2026-10-01T04:18:58.825Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used lukaskrivka/google-maps-with-contact-details, fetching actor details first then calling it with appropriate parameters.", "timestamp": "2026-10-01T04:18:58.779Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run DZ8LGCBHpiMvkXG7o (lukaskrivka/google-maps-with-contact-details) TIMED-OUT", "timestamp": "2026-10-01T04:14:12.225Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, fields", "timestamp": "2026-10-01T04:14:12.189Z", "metadata": {} }, "check.count": { "value": 1, "stringValue": null, "comment": "PASS (warn): answer matches /[0-9]/", "timestamp": "2026-10-01T04:14:12.148Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 7 items missing emails", "timestamp": "2026-10-01T04:14:12.114Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 7 items ok", "timestamp": "2026-10-01T04:14:12.072Z", "metadata": {} }, "check.socials": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): scrapeSocialMediaProfiles", "timestamp": "2026-10-01T04:14:12.039Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-01T04:14:11.996Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: lukaskrivka/google-maps-with-contact-details run DZ8LGCBHpiMvkXG7o: TIMED-OUT", "timestamp": "2026-10-01T04:14:11.923Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-01T04:14:11.834Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "fields", "ranOk" ], "judgeComment": null }, { "scenarioId": "google-maps-contact-details-discovery-toronto-roofers-emails", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:12:04.341Z", "day": "2026-10-01", "traceId": "a701f8b1a9c2faa886793884dbb885e8", "observationId": "2542ec7bda86f588", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a701f8b1a9c2faa886793884dbb885e8?observation=2542ec7bda86f588", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "find", "title": "google-maps-contact-details / find / toronto-roofers-emails", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used herus13/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-01T04:18:54.526Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used herus13/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-01T04:18:54.439Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "herus13/google-maps-scraper", "comment": "Actors the agent ran: herus13/google-maps-scraper", "timestamp": "2026-10-01T04:18:54.399Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-01T04:18:54.370Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:18:54.327Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used herus13/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-01T04:18:54.284Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent found 10 roofing companies, reported 5 with emails with actual email addresses listed, and ended with 'Actor: herus13/google-maps-scraper', but used the wrong actor (not lukaskrivka/google-maps-with-contact-details) and the answer line does not contain the expected actor name.", "timestamp": "2026-10-01T04:18:54.250Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: search, fetch details, run actor, get results — no redundant steps.", "timestamp": "2026-10-01T04:18:54.216Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and correctly counted 5 companies with emails and 5 without, directly from the get-dataset-items results.", "timestamp": "2026-10-01T04:18:54.177Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=['roofing'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=10, and scrapeContacts=true, which are all well-formed and appropriate for the task.", "timestamp": "2026-10-01T04:18:54.096Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used herus13/google-maps-scraper which does scrape emails by visiting business websites, but the intended/correct actor was lukaskrivka/google-maps-with-contact-details; the rightActor check is FAIL per the deterministic facts.", "timestamp": "2026-10-01T04:18:54.024Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:12:51.480Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-01T04:12:51.439Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-01T04:12:51.365Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"lukaskrivka/google-maps-with-contact-details\"", "timestamp": "2026-10-01T04:12:51.273Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used herus13/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-01T04:12:51.168Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "herus13/google-maps-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used herus13/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details" }, { "scenarioId": "google-maps-reviews-usage-ritz-trend", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:12:51.517Z", "day": "2026-10-01", "traceId": "a01a0cc843d6141f23ceb5802427e688", "observationId": "2844c678ec3fe539", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a01a0cc843d6141f23ceb5802427e688?observation=2844c678ec3fe539", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "use", "title": "google-maps-reviews / use / ritz-trend", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the average for the newest 15 (4.00) vs previous 15 (4.23), stated the trend is down, and grounded the analysis in the retrieved data, fully satisfying the task requirements.", "timestamp": "2026-10-01T04:18:52.920Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the average for the newest 15 (4.00) vs previous 15 (4.23), stated the trend is down, and grounded the analysis in the retrieved data, fully satisfying the task requirements.", "timestamp": "2026-10-01T04:18:52.877Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-01T04:18:52.844Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:18:52.797Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, formed valid inputs, handled missing star ratings gracefully, and delivered a complete analysis with averages and trend direction.", "timestamp": "2026-10-01T04:18:52.752Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-01T04:18:52.722Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the average for the newest 15 (4.00) vs previous 15 (4.23), stated the trend is down, and grounded the analysis in the retrieved data, fully satisfying the task requirements.", "timestamp": "2026-10-01T04:18:52.686Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve items — no redundant calls.", "timestamp": "2026-10-01T04:18:52.648Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "7 of 30 items were missing stars (confirmed by deterministic check); the agent handled this gracefully by computing averages only over reviews with valid star ratings and explicitly noting the counts of missing ratings.", "timestamp": "2026-10-01T04:18:52.502Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the 30 dataset items and used the actual star ratings from the preview (e.g., 4, 5, 2, 5, null, 5, 5, 5, 5, 5, 1, null, null, 2, 5...) to compute averages, consistent with the data shown in the tool result.", "timestamp": "2026-10-01T04:18:52.460Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called compass/google-maps-reviews-scraper with maxReviews=30, reviewsSort='newest', and a valid Google Maps search URL for Ritz-Carlton Chicago, matching all task requirements.", "timestamp": "2026-10-01T04:18:52.372Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-01T04:18:52.289Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:13:27.306Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-01T04:13:27.271Z", "metadata": {} }, "check.stars": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 7 of 30 items missing stars", "timestamp": "2026-10-01T04:13:27.209Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 30 items ok", "timestamp": "2026-10-01T04:13:27.135Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxReviews", "timestamp": "2026-10-01T04:13:27.101Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-01T04:13:27.063Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-reviews-scraper", "timestamp": "2026-10-01T04:13:26.988Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[1-5](\\.\\d+)?\\b/", "timestamp": "2026-10-01T04:13:26.900Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "stars" ], "judgeComment": "PASS: The agent reported the average for the newest 15 (4.00) vs previous 15 (4.23), stated the trend is down, and grounded the analysis in the retrieved data, fully satisfying the task requirements." }, { "scenarioId": "google-maps-reviews-discovery-ritz", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:12:59.579Z", "day": "2026-10-01", "traceId": "2ad53307e8c85ecad61306289006e75d", "observationId": "0e2ff3c2a7708f5e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2ad53307e8c85ecad61306289006e75d?observation=0e2ff3c2a7708f5e", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "find", "title": "google-maps-reviews / find / ritz", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent produced a well-structured summary of complaints and praises grounded in the 30 retrieved reviews, and correctly ended with 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-10-01T04:18:54.568Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent produced a well-structured summary of complaints and praises grounded in the 30 retrieved reviews, and correctly ended with 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-10-01T04:18:54.516Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-01T04:18:54.478Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-01T04:18:54.446Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:18:54.376Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first call-actor attempt failed because the agent passed startUrls as an array of plain strings instead of objects with a 'url' property, causing a validation error. The schema requires items to be objects with a 'url' field, which the agent only discovered through the error message rather than from reading the schema upfront.", "timestamp": "2026-10-01T04:18:54.328Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a well-structured summary of complaints and praises grounded in the 30 retrieved reviews, and correctly ended with 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-10-01T04:18:54.217Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, one failed call-actor (corrected immediately), one successful call-actor, and get-dataset-items — a reasonably direct path with only one extra call due to input format correction.", "timestamp": "2026-10-01T04:18:54.158Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first call-actor attempt failed with 'must be object' validation error because startUrls contained a plain string; the agent immediately corrected the format to [{url: '...'}] and the second call succeeded.", "timestamp": "2026-10-01T04:18:54.127Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 30 dataset items and grounded its summary in actual review text visible in the preview (e.g., doorman complaint from Macon Boane, breakfast complaint from Sameer Taneja, WiFi complaint from Chris Elrod, Club Lounge praise from S Voss, Torali restaurant complaint from U8212DVstephend).", "timestamp": "2026-10-01T04:18:54.078Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed due to wrong input format (URL string instead of object), but the agent immediately corrected it to {url: '...'} format with proper maxReviews=30 and reviewsSort='newest', resulting in a successful run with 30 items.", "timestamp": "2026-10-01T04:18:54.006Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used compass/Google-Maps-Reviews-Scraper, the intended actor for scraping Google Maps reviews.", "timestamp": "2026-10-01T04:18:53.952Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:13:53.780Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-01T04:13:53.750Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): compass/Google-Maps-Reviews-Scraper run : CALL-FAILED", "timestamp": "2026-10-01T04:13:53.676Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"compass/google-maps-reviews-scraper\"", "timestamp": "2026-10-01T04:13:53.637Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-01T04:13:53.550Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "PASS: The agent produced a well-structured summary of complaints and praises grounded in the 30 retrieved reviews, and correctly ended with 'Actor: compass/Google-Maps-Reviews-Scraper' as required." }, { "scenarioId": "google-maps-extractor-usage-toronto-plumbers", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:13:09.900Z", "day": "2026-10-01", "traceId": "f6b785526b00b19208212fe94d5dca5c", "observationId": "423889181d99f2a0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f6b785526b00b19208212fe94d5dca5c?observation=423889181d99f2a0", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "use", "title": "google-maps-extractor / use / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 1 of 15 items missing address", "timestamp": "2026-10-01T04:18:44.101Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 1 of 15 items missing address", "timestamp": "2026-10-01T04:18:44.018Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-01T04:18:43.982Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-01T04:18:43.943Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 1 of 15 items missing address", "timestamp": "2026-10-01T04:18:43.909Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-01T04:18:43.876Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned all 15 plumbers with name, phone, rating, and address (one missing address noted by the fields FAIL check), correctly identified the highest-rated entries at 5.0 stars, and reported the count of 15.", "timestamp": "2026-10-01T04:18:43.841Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence (fetch schema → run actor → get results) with no redundant calls.", "timestamp": "2026-10-01T04:18:43.804Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "One item (PLUMBER ON DEMAND) had a null address per the fields check, and the agent handled it gracefully by showing the phone number in the address column rather than crashing or omitting the entry.", "timestamp": "2026-10-01T04:18:43.764Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check passes and all 18 numbers in the answer were found in Actor output; the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-10-01T04:18:43.728Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called compass/google-maps-extractor with searchStringsArray=[\"plumbers\"], locationQuery=\"Toronto, Canada\", maxCrawledPlacesPerSearch=15, and language=\"en\" — all well-formed and appropriate.", "timestamp": "2026-10-01T04:18:43.692Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-01T04:18:43.656Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:13:45.056Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-01T04:13:45.016Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 18 numbers found in Actor output", "timestamp": "2026-10-01T04:13:44.968Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /[1-5][.][0-9]/", "timestamp": "2026-10-01T04:13:44.933Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 1 of 15 items missing address", "timestamp": "2026-10-01T04:13:44.896Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 15 items ok", "timestamp": "2026-10-01T04:13:44.856Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-01T04:13:44.768Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-01T04:13:44.733Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-extractor", "timestamp": "2026-10-01T04:13:44.644Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 1 of 15 items missing address" }, { "scenarioId": "google-maps-extractor-discovery-toronto-plumbers", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:13:27.337Z", "day": "2026-10-01", "traceId": "9ade2f12589fbece85b2588fb7717ad4", "observationId": "b6e24deaa55862f0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9ade2f12589fbece85b2588fb7717ad4?observation=b6e24deaa55862f0", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "find", "title": "google-maps-extractor / find / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used buff_pineapple/google-maps-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-01T04:18:44.758Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used buff_pineapple/google-maps-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-01T04:18:44.673Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "buff_pineapple/google-maps-scraper", "comment": "Actors the agent ran: buff_pineapple/google-maps-scraper", "timestamp": "2026-10-01T04:18:44.638Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-01T04:18:44.601Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-01T04:18:44.562Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used buff_pineapple/google-maps-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-01T04:18:44.529Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides 15 Toronto plumbers with name, address, phone, website, and rating (no reviews), fulfilling all task requirements, though the wrong Actor was used (buff_pineapple instead of compass).", "timestamp": "2026-10-01T04:18:44.492Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran two actor calls — the first returned wrong-location results requiring a retry, which added one extra run, but the retry was necessary and the overall path was otherwise direct.", "timestamp": "2026-10-01T04:18:44.457Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first run returned UK results instead of Toronto results, the agent recognized the problem and re-ran the actor with a more specific query ('plumber Toronto') and location, successfully obtaining Toronto listings.", "timestamp": "2026-10-01T04:18:44.419Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from the actual run (datasetId=1Qt3BnbkHA8PkfSWS) and presented all 15 items directly from the tool result in the final answer.", "timestamp": "2026-10-01T04:18:44.384Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed query, location, maxResults:15, and includeReviews:false — all sensible inputs for the task; the second run correctly added 'Toronto' to the query string after the first run returned UK results.", "timestamp": "2026-10-01T04:18:44.349Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used buff_pineapple/google-maps-scraper instead of the intended compass/google-maps-extractor or compass/crawler-google-places; the rightActor check is FAIL as confirmed by the deterministic facts.", "timestamp": "2026-10-01T04:18:44.312Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:15:36.343Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-01T04:15:36.300Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-01T04:15:36.264Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /compass/(google-maps-extractor|crawler-google-places)/", "timestamp": "2026-10-01T04:15:36.223Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used buff_pineapple/google-maps-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-01T04:15:36.181Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "buff_pineapple/google-maps-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used buff_pineapple/google-maps-scraper; expected compass/google-maps-extractor" }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:13:45.093Z", "day": "2026-10-01", "traceId": "ccedd39b7607be1fb03918155068e92c", "observationId": "b421a668b52278e8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ccedd39b7607be1fb03918155068e92c?observation=b421a668b52278e8", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified the highest-rated ones (KAFE 608 and Jedno kafe, both at 4.9 stars), fully satisfying the task requirements.", "timestamp": "2026-10-01T04:18:42.211Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified the highest-rated ones (KAFE 608 and Jedno kafe, both at 4.9 stars), fully satisfying the task requirements.", "timestamp": "2026-10-01T04:18:42.143Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-01T04:18:42.106Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:18:42.073Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the right actor, provided sensible inputs, utilized the retrieved data accurately, and delivered a complete answer.", "timestamp": "2026-10-01T04:18:42.035Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-01T04:18:42.000Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified the highest-rated ones (KAFE 608 and Jedno kafe, both at 4.9 stars), fully satisfying the task requirements.", "timestamp": "2026-10-01T04:18:41.965Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve results — no redundant calls.", "timestamp": "2026-10-01T04:18:41.928Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 4 numbers in the answer were found in Actor output, and the agent's table directly reflects the dataset items returned by get-dataset-items.", "timestamp": "2026-10-01T04:18:41.890Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=['coffee shop'], locationQuery='Prague, Czech Republic', maxCrawledPlacesPerSearch=10, placeMinimumStars='four', and language='en' — all well-formed and appropriate for the task.", "timestamp": "2026-10-01T04:18:41.851Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-01T04:18:41.817Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:14:26.622Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-01T04:14:26.585Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 4 numbers found in Actor output", "timestamp": "2026-10-01T04:14:26.551Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-01T04:14:26.512Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-01T04:14:26.458Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-01T04:14:26.420Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-01T04:14:26.386Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-01T04:14:26.302Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-01T04:14:26.223Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified the highest-rated ones (KAFE 608 and Jedno kafe, both at 4.9 stars), fully satisfying the task requirements." }, { "scenarioId": "crawler-google-places-discovery-miami-gyms", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:13:53.813Z", "day": "2026-10-01", "traceId": "348292cd5c0f20c5bbc051a68822e2df", "observationId": "582f731b0a74ba46", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/348292cd5c0f20c5bbc051a68822e2df?observation=582f731b0a74ba46", "subject": "compass/crawler-google-places", "owner": "google", "skill": "find", "title": "crawler-google-places / find / miami-gyms", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used gio21/gym-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-01T04:18:42.087Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used gio21/gym-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-01T04:18:42.004Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "gio21/gym-scraper", "comment": "Actors the agent ran: gio21/gym-scraper", "timestamp": "2026-10-01T04:18:41.965Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-01T04:18:41.928Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:18:41.894Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used gio21/gym-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-01T04:18:41.857Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer only contains 5 mock 'Sample Fitness Center' entries with placeholder data, not real top 20 Miami gyms with actual ratings, review counts, and opening hours, so the task was not completed.", "timestamp": "2026-10-01T04:18:41.822Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made a second search for 'Google Maps places' actors after getting mock data but never actually ran any of those alternatives, making the second search a wasted step that led nowhere.", "timestamp": "2026-10-01T04:18:41.786Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the actor returned mock data due to free account limitations, the agent did a second search for Google Maps scrapers but ultimately did not switch to a better actor or retry with a different one; it just reported the mock data with a note about needing a paid account.", "timestamp": "2026-10-01T04:18:41.747Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent correctly reported that the returned data was mock/sample data (flagged by _mock:true in the dataset items) and presented only the 5 mock items returned, accurately reflecting what the tool returned rather than inventing real gym data.", "timestamp": "2026-10-01T04:18:41.710Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed sensible inputs to gio21/gym-scraper with searchTerm='gyms', location='Miami, FL', maxPages=3, country='us', language='en', which are well-formed and appropriate for the task.", "timestamp": "2026-10-01T04:18:41.640Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for gym-related actors and selected gio21/gym-scraper instead of the intended compass/crawler-google-places, which is a wrong actor choice as confirmed by the rightActor FAIL deterministic check.", "timestamp": "2026-10-01T04:18:41.564Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:14:32.279Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-01T04:14:32.237Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-01T04:14:32.199Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"compass/crawler-google-places\"", "timestamp": "2026-10-01T04:14:32.166Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used gio21/gym-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-01T04:14:32.121Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "gio21/gym-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used gio21/gym-scraper; expected compass/crawler-google-places" }, { "scenarioId": "contact-info-scraper-usage-two-domains-shallow", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:14:12.257Z", "day": "2026-10-01", "traceId": "eae1712d67c45854154ab130b628c789", "observationId": "db1569cca7789953", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/eae1712d67c45854154ab130b628c789?observation=db1569cca7789953", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "use", "title": "contact-info / use / two-domains-shallow", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: vdrmota/contact-info-scraper run : CALL-FAILED", "timestamp": "2026-10-01T04:18:32.737Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: vdrmota/contact-info-scraper run : CALL-FAILED", "timestamp": "2026-10-01T04:18:32.639Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-01T04:18:32.603Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-01T04:18:32.563Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: vdrmota/contact-info-scraper run : CALL-FAILED; check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-01T04:18:32.483Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-01T04:18:32.450Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported emails and social profiles per domain from actual retrieved data; however, the facts note that 2 of 2 items are missing the 'url' field and 1 of 2 items is missing 'emails', and the dataset only returned 1 item per the API but the agent retrieved 2 items — the core task of reporting emails and social profiles per domain was fulfilled with real data.", "timestamp": "2026-10-01T04:18:32.412Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: fetch-actor-details, one failed call-actor, one successful call-actor, and get-dataset-items — a reasonable path with one retry due to input error.", "timestamp": "2026-10-01T04:18:32.376Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'Input validation failed', the agent correctly identified the issue and retried with a corrected input that included proxyConfig, resulting in a successful run.", "timestamp": "2026-10-01T04:18:32.333Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly reported the emails and social profiles from the actual dataset results, including hello@apify.com and the social profiles for both domains.", "timestamp": "2026-10-01T04:18:32.294Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed due to an invalid input (included 'useBrowser' which caused validation failure); the second call correctly added proxyConfig and succeeded with both URLs and maxDepth=1.", "timestamp": "2026-10-01T04:18:32.255Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used vdrmota/contact-info-scraper, fetching actor details first and then calling the actor with both URLs.", "timestamp": "2026-10-01T04:18:32.222Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:15:21.989Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, fields", "timestamp": "2026-10-01T04:15:21.947Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-01T04:15:21.911Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 2 items ok", "timestamp": "2026-10-01T04:15:21.843Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): maxDepth", "timestamp": "2026-10-01T04:15:21.794Z", "metadata": {} }, "check.urls": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s)", "timestamp": "2026-10-01T04:15:21.752Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: vdrmota/contact-info-scraper run : CALL-FAILED", "timestamp": "2026-10-01T04:15:21.670Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used vdrmota/contact-info-scraper", "timestamp": "2026-10-01T04:15:21.583Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "ranOk" ], "judgeComment": "FAIL: check ranOk: vdrmota/contact-info-scraper run : CALL-FAILED" }, { "scenarioId": "contact-info-scraper-discovery-notion-website", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:14:26.656Z", "day": "2026-10-01", "traceId": "6a65d5f33382f5fe46e2103ed5ce3141", "observationId": "354ae494a6d3aeca", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6a65d5f33382f5fe46e2103ed5ce3141?observation=354ae494a6d3aeca", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "find", "title": "contact-info / find / notion-website", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run OaqxGqxR0ez7HsFYW (logical_scrapers/extract-email-from-any-website) FAILED", "timestamp": "2026-10-01T04:18:32.841Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:18:32.745Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The search-actors calls for 'contact information website' and 'email phone contact details' never surfaced vdrmota/contact-info-scraper in the results, causing the agent to select inferior alternatives (logical_scrapers and mikolabs) that ultimately failed to retrieve meaningful contact data.", "timestamp": "2026-10-01T04:18:32.669Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent did not use the intended vdrmota/contact-info-scraper actor, and the final answer contains no actual contact information for notion.so, only suggestions for where to look manually, so the task was not completed.", "timestamp": "2026-10-01T04:18:32.607Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 actor runs (exceeding the expected maximum of 3) including one failed run on the wrong actor, one input-validation failure, one successful shallow run, and one lost deep-search run, making the path less efficient than necessary.", "timestamp": "2026-10-01T04:18:32.573Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When logical_scrapers actor FAILED, the agent switched to mikolabs actor; when the first mikolabs call failed with input validation error, the agent corrected the input format and retried successfully; when the final deep-search call was lost mid-transport, the agent reported results from the successful run.", "timestamp": "2026-10-01T04:18:32.543Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset result showing empty emails, social_links, and phone_numbers, and accurately reported that no contact information was found rather than inventing data.", "timestamp": "2026-10-01T04:18:32.508Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call to mikolabs actor used a plain string array for urls instead of object array, causing a CALL-FAILED validation error; the agent then correctly fixed it to [{\"url\": \"https://www.notion.so\"}] on the retry.", "timestamp": "2026-10-01T04:18:32.471Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors to find contact extraction tools and selected logical_scrapers/extract-email-from-any-website and mikolabs/extract-emails-and-socials-contacts-any-website instead of the intended vdrmota/contact-info-scraper, which never appeared in search results or was considered.", "timestamp": "2026-10-01T04:18:32.424Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run OaqxGqxR0ez7HsFYW (logical_scrapers/extract-email-from-any-website) FAILED", "timestamp": "2026-10-01T04:17:46.535Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-01T04:17:46.500Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-10-01T04:17:46.465Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"vdrmota/contact-info-scraper\"", "timestamp": "2026-10-01T04:17:46.357Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used logical_scrapers/extract-email-from-any-website, mikolabs/extract-emails-and-socials-contacts-any-website; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-01T04:17:46.273Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "booking-scraper-usage-amsterdam-three-adults", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:14:32.312Z", "day": "2026-10-01", "traceId": "22591b9626754d90ffc519f7200cb1f3", "observationId": "251eec0ccc55a698", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/22591b9626754d90ffc519f7200cb1f3?observation=251eec0ccc55a698", "subject": "voyager/booking-scraper", "owner": "google", "skill": "use", "title": "booking / use / amsterdam-three-adults", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 10 hotels retrieved, cheapest nightly price €270.31 (Nine Streets Inn), and highest-rated property Hotel TwentySeven (9.4 rating), all grounded in the retrieved data.", "timestamp": "2026-10-01T04:18:29.787Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 10 hotels retrieved, cheapest nightly price €270.31 (Nine Streets Inn), and highest-rated property Hotel TwentySeven (9.4 rating), all grounded in the retrieved data.", "timestamp": "2026-10-01T04:18:29.734Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-01T04:18:29.675Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-01T04:18:29.620Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor, correct inputs including 3 adults, results properly utilized, efficient plan, and complete answer delivered.", "timestamp": "2026-10-01T04:18:29.586Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-01T04:18:29.553Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 hotels retrieved, cheapest nightly price €270.31 (Nine Streets Inn), and highest-rated property Hotel TwentySeven (9.4 rating), all grounded in the retrieved data.", "timestamp": "2026-10-01T04:18:29.507Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: fetch schema, call actor, poll for completion, retrieve items — no redundant calls.", "timestamp": "2026-10-01T04:18:29.461Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned (names, prices, ratings) to identify Nine Streets Inn as cheapest and Hotel TwentySeven as highest-rated, matching the preview data exactly.", "timestamp": "2026-10-01T04:18:29.421Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set search='Amsterdam', maxItems=10, checkIn='2026-10-29', checkOut='2026-10-31', adults=3, rooms=1 — all correct including the non-default 3 adults.", "timestamp": "2026-10-01T04:18:29.351Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-01T04:18:29.255Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:16:11.671Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-01T04:16:11.636Z", "metadata": {} }, "check.optFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-01T04:16:11.590Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-01T04:16:11.552Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-01T04:16:11.489Z", "metadata": {} }, "check.adults": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): adults", "timestamp": "2026-10-01T04:16:11.456Z", "metadata": {} }, "check.dates": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-01T04:16:11.404Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxItems", "timestamp": "2026-10-01T04:16:11.366Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-01T04:16:11.261Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used voyager/booking-scraper", "timestamp": "2026-10-01T04:16:11.182Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 10 hotels retrieved, cheapest nightly price €270.31 (Nine Streets Inn), and highest-rated property Hotel TwentySeven (9.4 rating), all grounded in the retrieved data." }, { "scenarioId": "booking-scraper-discovery-amsterdam-hotels", "experimentId": "a27da9cff85d2975", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-01T04:15:22.026Z", "day": "2026-10-01", "traceId": "ae52bcc53476986c79731bc64586b411", "observationId": "60b7b3c9ac79a81e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ae52bcc53476986c79731bc64586b411?observation=60b7b3c9ac79a81e", "subject": "voyager/booking-scraper", "owner": "google", "skill": "find", "title": "booking / find / amsterdam-hotels", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-01T04:18:33.621Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-01T04:18:33.531Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "rl1987/booking-api-scraper", "comment": "Actors the agent ran: rl1987/booking-api-scraper", "timestamp": "2026-10-01T04:18:33.484Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-01T04:18:33.448Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-01T04:18:33.406Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-01T04:18:33.365Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned 10 Amsterdam hotels with prices for a two-night stay about a month ahead, identified the cheapest, and named the actor used — fulfilling all task requirements, though it used the wrong actor per the deterministic rightActor check.", "timestamp": "2026-10-01T04:18:33.321Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one search, fetched details for the first result, called the actor (with one retry due to transport error), and retrieved dataset items — a reasonably direct path with no unnecessary detours.", "timestamp": "2026-10-01T04:18:33.281Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first call-actor attempt failed with 'MCP server transport dropped mid-call; response was lost', and the agent immediately retried the same call, which succeeded — a reasonable recovery.", "timestamp": "2026-10-01T04:18:33.241Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items from the successful run and directly used the name, price.total, price.per_night, starRating, and reviewScore fields to populate the final answer, correctly identifying Hotel Levell as cheapest at $113.16.", "timestamp": "2026-10-01T04:18:33.190Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input included search='Amsterdam', checkin='2026-11-01', checkout='2026-11-03' (two nights, about a month from the run date of 2026-10-01), currency='USD', and maxItems=10 — all well-formed and sensible for the task.", "timestamp": "2026-10-01T04:18:33.047Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors to find a Booking.com scraper, then fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task. However, the deterministic check confirms it picked rl1987/booking-api-scraper instead of the intended voyager/booking-scraper.", "timestamp": "2026-10-01T04:18:32.984Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a27da9cff85d2975", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-01T04:18:09.567Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-01T04:18:09.529Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): rl1987/booking-api-scraper run : CALL-FAILED", "timestamp": "2026-10-01T04:18:09.493Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"voyager/booking-scraper\"", "timestamp": "2026-10-01T04:18:09.412Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-01T04:18:09.337Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "rl1987/booking-api-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper" }, { "scenarioId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:00:58.185Z", "day": "2026-10-02", "traceId": "c71c01bec944f50f7682bef102c1777a", "observationId": "918ee64589b62a1f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c71c01bec944f50f7682bef102c1777a?observation=918ee64589b62a1f", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "use", "title": "youtube-shorts / use / mrbeast-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-02T04:18:32.831Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-02T04:18:32.738Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-02T04:18:32.704Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-02T04:18:32.653Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The dataset returned 11 items where item[0] was a channel 'about' page entry (url: https://www.youtube.com/@MrBeast/about) with no title or viewCount, causing the agent to get only 9 actual Shorts when fetching limit=10. The actor's output mixing channel metadata with video items caused the agent to miss the 10th Short without realizing it.", "timestamp": "2026-10-02T04:18:32.612Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-02T04:18:32.574Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent retrieved and reported 9 Shorts (not 10) because the first dataset item was the channel 'about' page (no title/viewCount), and the agent fetched only 10 items with limit=10, presenting only 9 actual Shorts; additionally one item had undefined viewCount per the field check, and the final table only shows 9 rows instead of the requested 10.", "timestamp": "2026-10-02T04:18:32.530Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: fetch schema, call actor, poll for completion, retrieve items — no redundant calls.", "timestamp": "2026-10-02T04:18:32.485Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 23 numbers in the answer were found in Actor output, and the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-10-02T04:18:32.448Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called streamers/youtube-shorts-scraper with channels=['MrBeast'], maxResultsShorts=10, and sortChannelShortsBy='POPULAR', which matches the required input schema perfectly.", "timestamp": "2026-10-02T04:18:32.380Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-02T04:18:32.341Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:01:59.493Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-02T04:01:59.459Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 23 numbers found in Actor output", "timestamp": "2026-10-02T04:01:59.418Z", "metadata": {} }, "check.field": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 1 of 11 items fail viewCount exists undefined", "timestamp": "2026-10-02T04:01:59.381Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 11 items, expected at most 10", "timestamp": "2026-10-02T04:01:59.342Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResultsShorts", "timestamp": "2026-10-02T04:01:59.305Z", "metadata": {} }, "check.sortPopular": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): sortChannelShortsBy", "timestamp": "2026-10-02T04:01:59.273Z", "metadata": {} }, "check.channelInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): channels[0]", "timestamp": "2026-10-02T04:01:59.226Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:01:59.184Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-02T04:01:59.145Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "field", "items" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "tiktok-scraper-usage-protein-coffee", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:00:58.188Z", "day": "2026-10-02", "traceId": "fdb5ce1b6a944ed3fa7fe4da111d0903", "observationId": "0efe4191feefe98b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/fdb5ce1b6a944ed3fa7fe4da111d0903?observation=0efe4191feefe98b", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "use", "title": "tiktok / use / protein-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 10 videos with play counts (39.6M down to 357,600), all grounded in retrieved data per the deterministic checks, fulfilling the task of finding the top 10 by plays.", "timestamp": "2026-10-02T04:18:20.533Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 10 videos with play counts (39.6M down to 357,600), all grounded in retrieved data per the deterministic checks, fulfilling the task of finding the top 10 by plays.", "timestamp": "2026-10-02T04:18:20.486Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-02T04:18:20.452Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-02T04:18:20.398Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, used correct inputs, utilized retrieved data, handled the running state gracefully, followed an efficient plan, and delivered a complete grounded answer.", "timestamp": "2026-10-02T04:18:20.365Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-02T04:18:20.329Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 videos with play counts (39.6M down to 357,600), all grounded in retrieved data per the deterministic checks, fulfilling the task of finding the top 10 by plays.", "timestamp": "2026-10-02T04:18:20.292Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls in a logical sequence: fetch details → call actor → poll for completion → get dataset items, with no redundant steps.", "timestamp": "2026-10-02T04:18:20.251Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor was still RUNNING after the initial 45s wait, and the agent correctly polled with get-actor-run to wait for completion before fetching results.", "timestamp": "2026-10-02T04:18:20.208Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 20 numbers in the answer were found in Actor output; the agent retrieved dataset items and sorted by playCount to produce the top 10 list.", "timestamp": "2026-10-02T04:18:20.175Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries:[\"protein coffee recipe\"], searchSection:\"/video\", resultsPerPage:100, and videoSearchSorting:\"MOST_RELEVANT\" — all valid fields per the schema, well-formed for the task.", "timestamp": "2026-10-02T04:18:20.131Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running clockworks/tiktok-scraper and retrieving results.", "timestamp": "2026-10-02T04:18:20.089Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:02:53.799Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-02T04:02:53.762Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 20 numbers found in Actor output", "timestamp": "2026-10-02T04:02:53.725Z", "metadata": {} }, "check.plays": { "value": 1, "stringValue": null, "comment": "PASS (warn): 100 items ok", "timestamp": "2026-10-02T04:02:53.690Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:02:53.651Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-scraper", "timestamp": "2026-10-02T04:02:53.572Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-02T04:02:53.482Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 10 videos with play counts (39.6M down to 357,600), all grounded in retrieved data per the deterministic checks, fulfilling the task of finding the top 10 by plays." }, { "scenarioId": "youtube-shorts-scraper-discovery-mrbeast-popular", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:00:58.188Z", "day": "2026-10-02", "traceId": "76be5849dfe124c32eba030f207f15a2", "observationId": "9a82d9ddc88598a1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/76be5849dfe124c32eba030f207f15a2?observation=9a82d9ddc88598a1", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "find", "title": "youtube-shorts / find / mrbeast-popular", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: MCP server exposed no tools to the agent", "timestamp": "2026-10-02T04:18:20.502Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-02T04:18:20.417Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "Even though the MCP server failed, the agent made no attempt to use any alternative tools (e.g., web search or HTTP requests) that might have been available, and immediately gave up. The agent also failed to include the required 'Actor: streamers/youtube-shorts-scraper' line in its answer, indicating a reasoning failure rather than an infrastructure issue alone.", "timestamp": "2026-10-02T04:18:20.379Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent did not retrieve any data about MrBeast YouTube Shorts, did not identify the correct Actor (streamers/youtube-shorts-scraper), and did not fulfill the task requirements including the required 'Actor: ' line.", "timestamp": "2026-10-02T04:18:20.333Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent immediately gave up without attempting any tool calls or alternative approaches, making the path trivially short but entirely unproductive.", "timestamp": "2026-10-02T04:18:20.296Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The infrastructure problem (MCP server exposed no tools) caused the agent to have no tools available; the agent acknowledged it lacked access but did not attempt any alternative approach such as using web search or HTTP requests that might have been available.", "timestamp": "2026-10-02T04:18:20.259Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The facts confirm the MCP server failed and exposed no tools to the agent, so the agent had no tools available to select; it made no tool calls at all.", "timestamp": "2026-10-02T04:18:20.224Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-02T04:01:08.530Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-02T04:01:08.468Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{3,}/", "timestamp": "2026-10-02T04:01:08.432Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-02T04:01:08.395Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"streamers/youtube-shorts-scraper\"", "timestamp": "2026-10-02T04:01:08.274Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected streamers/youtube-shorts-scraper", "timestamp": "2026-10-02T04:01:08.131Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "youtube-scraper-usage-espresso-engagement", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:00:58.188Z", "day": "2026-10-02", "traceId": "ee4343255ecf56e6c1261ee3c9397aad", "observationId": "bf7c2363c3999eb9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ee4343255ecf56e6c1261ee3c9397aad?observation=bf7c2363c3999eb9", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "use", "title": "youtube / use / espresso-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents all 5 videos with views, likes, and comment counts grounded in retrieved data, fully satisfying the task requirements.", "timestamp": "2026-10-02T04:18:21.732Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents all 5 videos with views, likes, and comment counts grounded in retrieved data, fully satisfying the task requirements.", "timestamp": "2026-10-02T04:18:21.655Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-02T04:18:21.615Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-02T04:18:21.533Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified the actor, formed valid inputs, retrieved 5 items, and reported accurate engagement metrics for each video.", "timestamp": "2026-10-02T04:18:21.489Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-02T04:18:21.429Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents all 5 videos with views, likes, and comment counts grounded in retrieved data, fully satisfying the task requirements.", "timestamp": "2026-10-02T04:18:20.832Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence: fetch details, run actor, get results — no redundant steps.", "timestamp": "2026-10-02T04:18:20.711Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 11 numbers in the final answer were found in the Actor output, and the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-10-02T04:18:20.666Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries=[\"home espresso machine review\"] and maxResults=5, which are the correct fields per the input schema.", "timestamp": "2026-10-02T04:18:20.623Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-02T04:18:20.517Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:01:36.365Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-02T04:01:36.316Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 11 numbers found in Actor output", "timestamp": "2026-10-02T04:01:36.281Z", "metadata": {} }, "check.engagementFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-02T04:01:36.244Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-02T04:01:36.201Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-02T04:01:36.154Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:01:36.116Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-scraper", "timestamp": "2026-10-02T04:01:36.030Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-02T04:01:35.948Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents all 5 videos with views, likes, and comment counts grounded in retrieved data, fully satisfying the task requirements." }, { "scenarioId": "tiktok-scraper-discovery-cleantok", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:00:58.188Z", "day": "2026-10-02", "traceId": "9245907e1a26111f1b97b9272a184e7e", "observationId": "aaeb668307a7df78", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9245907e1a26111f1b97b9272a184e7e?observation=aaeb668307a7df78", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "find", "title": "tiktok / find / cleantok", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-02T04:18:29.447Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-02T04:18:29.358Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "memo23/tiktok-hashtag-scraper", "comment": "Actors the agent ran: memo23/tiktok-hashtag-scraper", "timestamp": "2026-10-02T04:18:29.321Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-02T04:18:29.279Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-02T04:18:29.236Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-02T04:18:29.202Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-02T04:18:29.154Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent retrieved 20 videos, summarized content themes with real engagement numbers, and ended with 'Actor: memo23/tiktok-hashtag-scraper' as required, but the rightActor check FAILED (used wrong actor) and namedActor check FAILED (answer doesn't contain clockworks/tiktok-scraper), meaning the task was not completed with the intended actor.", "timestamp": "2026-10-02T04:18:29.116Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent performed 4 tool calls: search, fetch details, call actor, get dataset — a direct and efficient path with no redundant steps.", "timestamp": "2026-10-02T04:18:29.079Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run result initially showed itemCount: 0 with a note that counts can lag; the agent correctly followed the nextStep instruction and called get-dataset-items with the datasetId, successfully retrieving 20 items.", "timestamp": "2026-10-02T04:18:29.039Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used real data from the dataset items (e.g., theorganizedaddict's 53.4M plays, cee.me.asmr's 27.5M plays, operation_niki's 7.6M followers) that match the tool result preview, demonstrating genuine use of retrieved data.", "timestamp": "2026-10-02T04:18:28.982Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed hashtags: ['cleantok'] and maxResultsPerHashtag: 20 to memo23/tiktok-hashtag-scraper, which matches the required input schema and correctly caps at 20 videos.", "timestamp": "2026-10-02T04:18:28.902Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for discovering and running a TikTok hashtag scraper. However, the rightActor check FAILED because the agent chose memo23/tiktok-hashtag-scraper instead of the intended clockworks/tiktok-scraper.", "timestamp": "2026-10-02T04:18:28.825Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:01:54.606Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-02T04:01:54.561Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:01:54.522Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-scraper\"", "timestamp": "2026-10-02T04:01:54.439Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-02T04:01:54.397Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "memo23/tiktok-hashtag-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper" }, { "scenarioId": "youtube-scraper-discovery-espresso", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:00:58.188Z", "day": "2026-10-02", "traceId": "9928facdc5f178aff3e0bf5e35e03a07", "observationId": "f4de3df90b4d586d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9928facdc5f178aff3e0bf5e35e03a07?observation=f4de3df90b4d586d", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "find", "title": "youtube / find / espresso", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-02T04:18:32.790Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-02T04:18:32.703Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "api-ninja/youtube-search-scraper", "comment": "Actors the agent ran: api-ninja/youtube-search-scraper", "timestamp": "2026-10-02T04:18:32.668Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-02T04:18:32.630Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-02T04:18:32.552Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-02T04:18:32.474Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-02T04:18:32.438Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent used the wrong actor (api-ninja/youtube-search-scraper instead of streamers/youtube-scraper) and the final answer names the wrong actor; the deterministic checks rightActor and namedActor both FAIL, meaning the task was not completed as specified.", "timestamp": "2026-10-02T04:18:32.397Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent performed two search-actors calls, one fetch-actor-details, two call-actor calls (one failed, one succeeded), and one get-dataset-items call — a reasonably direct path with only one extra search and one corrected call.", "timestamp": "2026-10-02T04:18:32.348Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'Field input.maxResults must be >= 20', the agent immediately retried with maxResults=20 and succeeded.", "timestamp": "2026-10-02T04:18:32.306Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the successful run and directly used the returned title, viewCount, channelTitle, and publishedAt fields to compose the final answer.", "timestamp": "2026-10-02T04:18:32.251Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "After the first call failed due to maxResults<20, the agent corrected it to 20 and used appropriate parameters: query='home espresso machines', type='video', uploadDate='month', sortBy='popularity', videoDepthDetails='detailed'.", "timestamp": "2026-10-02T04:18:32.208Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for YouTube scrapers and selected api-ninja/youtube-search-scraper instead of the intended streamers/youtube-scraper, which is a wrong actor choice per the deterministic check rightActor=FAIL.", "timestamp": "2026-10-02T04:18:32.172Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:01:46.982Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-02T04:01:46.945Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): api-ninja/youtube-search-scraper run : CALL-FAILED", "timestamp": "2026-10-02T04:01:46.909Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"streamers/youtube-scraper\"", "timestamp": "2026-10-02T04:01:46.836Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-02T04:01:46.750Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "api-ninja/youtube-search-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper" }, { "scenarioId": "tiktok-profile-scraper-usage-apifylife-latest-five", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:01:08.780Z", "day": "2026-10-02", "traceId": "529d25bbe9600d698955ae6562d9c805", "observationId": "801e3b660f1f7e8b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/529d25bbe9600d698955ae6562d9c805?observation=801e3b660f1f7e8b", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "use", "title": "tiktok-profile / use / apifylife-latest-five", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the follower count (192) and all 5 most recent videos with their play counts, correctly ordered by date, all grounded in retrieved data.", "timestamp": "2026-10-02T04:18:16.456Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the follower count (192) and all 5 most recent videos with their play counts, correctly ordered by date, all grounded in retrieved data.", "timestamp": "2026-10-02T04:18:16.418Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-02T04:18:16.381Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-02T04:18:16.335Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, provided correct inputs, utilized the output data accurately, and delivered a complete answer with follower count and 5 videos with play counts.", "timestamp": "2026-10-02T04:18:16.296Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-02T04:18:16.263Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the follower count (192) and all 5 most recent videos with their play counts, correctly ordered by date, all grounded in retrieved data.", "timestamp": "2026-10-02T04:18:16.226Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run actor, retrieve dataset items — no redundant calls.", "timestamp": "2026-10-02T04:18:16.188Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 9 numbers in the final answer were found in the Actor output, and the agent directly used authorMeta.fans, playCount, and createTimeISO fields from the dataset.", "timestamp": "2026-10-02T04:18:16.150Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called clockworks/tiktok-profile-scraper with profiles=['apifylife'] and resultsPerPage=5, which are correct inputs; the run succeeded with 5 items.", "timestamp": "2026-10-02T04:18:16.114Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with clockworks/tiktok-profile-scraper, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-02T04:18:16.071Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:01:48.453Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-02T04:01:48.397Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 9 numbers found in Actor output", "timestamp": "2026-10-02T04:01:48.355Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-02T04:01:48.321Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-02T04:01:48.282Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsPerPage", "timestamp": "2026-10-02T04:01:48.247Z", "metadata": {} }, "check.profileInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): profiles[0]", "timestamp": "2026-10-02T04:01:48.212Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:01:48.175Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-02T04:01:48.134Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the follower count (192) and all 5 most recent videos with their play counts, correctly ordered by date, all grounded in retrieved data." }, { "scenarioId": "tiktok-profile-scraper-discovery-apifylife-followers", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:01:36.667Z", "day": "2026-10-02", "traceId": "8de64f854d16ca83fcfdf47834d6e90a", "observationId": "ce1338708149afaa", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8de64f854d16ca83fcfdf47834d6e90a?observation=ce1338708149afaa", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "find", "title": "tiktok-profile / find / apifylife-followers", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides the follower count (192) and all 5 most recent videos with captions, dates, engagement metrics, and URLs, fully satisfying the task requirements.", "timestamp": "2026-10-02T04:18:11.775Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides the follower count (192) and all 5 most recent videos with captions, dates, engagement metrics, and URLs, fully satisfying the task requirements.", "timestamp": "2026-10-02T04:18:11.721Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-profile-scraper", "timestamp": "2026-10-02T04:18:11.680Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-02T04:18:11.632Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-02T04:18:11.582Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the correct actor, used proper inputs, polled appropriately, and delivered a complete answer grounded in retrieved data.", "timestamp": "2026-10-02T04:18:11.510Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-02T04:18:11.460Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides the follower count (192) and all 5 most recent videos with captions, dates, engagement metrics, and URLs, fully satisfying the task requirements.", "timestamp": "2026-10-02T04:18:11.424Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls in a logical sequence: search, fetch details, call actor, poll twice (needed because run was still running), then get dataset items — no unnecessary repetition.", "timestamp": "2026-10-02T04:18:11.388Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run was still RUNNING after the first poll, so the agent correctly polled again with get-actor-run until it reached SUCCEEDED status.", "timestamp": "2026-10-02T04:18:11.347Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the dataset items returned (follower count 192 from authorMeta.fans, video texts, dates, engagement metrics, and URLs) without fabricating any data.", "timestamp": "2026-10-02T04:18:11.307Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with profiles=['apifylife'], resultsPerPage=5, and profileSorting='latest', which are all correct and well-formed inputs for retrieving the 5 most recent videos.", "timestamp": "2026-10-02T04:18:11.239Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified clockworks/tiktok-profile-scraper as the right tool for a single profile lookup, confirmed by the rightActor PASS deterministic check.", "timestamp": "2026-10-02T04:18:11.195Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:03:36.514Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-02T04:03:36.480Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{2,}/", "timestamp": "2026-10-02T04:03:36.437Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:03:36.404Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-profile-scraper\"", "timestamp": "2026-10-02T04:03:36.323Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-02T04:03:36.246Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides the follower count (192) and all 5 most recent videos with captions, dates, engagement metrics, and URLs, fully satisfying the task requirements." }, { "scenarioId": "tiktok-comments-scraper-usage-top-level-only", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:01:47.018Z", "day": "2026-10-02", "traceId": "e74ac85b19614d9a5acc1149fb9a53af", "observationId": "f9bf747b333ba7cc", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e74ac85b19614d9a5acc1149fb9a53af?observation=f9bf747b333ba7cc", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "use", "title": "tiktok-comments / use / top-level-only", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the 5 highest-liked comments with correct like counts and text from the retrieved data, fulfilling the task; the grounded FAIL relates to '70,000,000' not appearing literally in the output (the comment text says '70.M' not '70,000,000'), but the agent did not invent the number — it reported the comment text accurately.", "timestamp": "2026-10-02T04:18:12.728Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the 5 highest-liked comments with correct like counts and text from the retrieved data, fulfilling the task; the grounded FAIL relates to '70,000,000' not appearing literally in the output (the comment text says '70.M' not '70,000,000'), but the agent did not invent the number — it reported the comment text accurately.", "timestamp": "2026-10-02T04:18:12.660Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-02T04:18:12.618Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-02T04:18:12.583Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the actor ran successfully, returned 20 items, and the agent correctly identified and reported the top 5 comments by likes.", "timestamp": "2026-10-02T04:18:12.547Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-02T04:18:12.512Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the 5 highest-liked comments with correct like counts and text from the retrieved data, fulfilling the task; the grounded FAIL relates to '70,000,000' not appearing literally in the output (the comment text says '70.M' not '70,000,000'), but the agent did not invent the number — it reported the comment text accurately.", "timestamp": "2026-10-02T04:18:12.436Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, call actor, get dataset items — no redundant calls.", "timestamp": "2026-10-02T04:18:12.400Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the 20 dataset items and correctly sorted by diggCount to identify the top 5 comments, using actual data from the tool results rather than inventing values — though the grounded check flags '70,000,000' as not in Actor output, the comment text says '70.M' and the agent reported 367,295 likes for that comment which is in the data.", "timestamp": "2026-10-02T04:18:12.366Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used topLevelCommentsPerPost:20 and maxRepliesPerComment:0 with the correct video URL; however, the deterministic check flags that commentsPerPost was not set (cap FAIL), though topLevelCommentsPerPost was used instead and produced 20 items correctly.", "timestamp": "2026-10-02T04:18:12.330Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with clockworks/tiktok-comments-scraper, and get-dataset-items — all appropriate tools for the task.", "timestamp": "2026-10-02T04:18:12.290Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:02:35.311Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-02T04:02:35.273Z", "metadata": {} }, "check.grounded": { "value": 0.923, "stringValue": null, "comment": "FAIL (warn): 1 of 13 numbers not in Actor output: 70,000,000", "timestamp": "2026-10-02T04:02:35.236Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-02T04:02:35.190Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-02T04:02:35.153Z", "metadata": {} }, "check.noReplies": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxRepliesPerComment", "timestamp": "2026-10-02T04:02:35.114Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): clockworks/tiktok-comments-scraper: commentsPerPost = undefined (expected lte 20)", "timestamp": "2026-10-02T04:02:35.078Z", "metadata": {} }, "check.videoUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): postURLs[0]", "timestamp": "2026-10-02T04:02:35.029Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:02:34.956Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-02T04:02:34.860Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "PASS: The agent reported the 5 highest-liked comments with correct like counts and text from the retrieved data, fulfilling the task; the grounded FAIL relates to '70,000,000' not appearing literally in the output (the comment text says '70.M' not '70,000,000'), but the agent did not invent the number — it reported the comment text accurately." }, { "scenarioId": "tiktok-comments-scraper-discovery-video-top-comments", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:01:48.486Z", "day": "2026-10-02", "traceId": "158bf1a872cd1a24bd8d33b519220dac", "observationId": "b4f90eaa7558d219", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/158bf1a872cd1a24bd8d33b519220dac?observation=b4f90eaa7558d219", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "find", "title": "tiktok-comments / find / video-top-comments", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-02T04:18:09.289Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-02T04:18:09.183Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-comments-scraper", "timestamp": "2026-10-02T04:18:09.133Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-02T04:18:09.094Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-02T04:18:09.061Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The agent fabricated comment #2 (@mancuntmurdock with 212,187 likes) which does not appear anywhere in the dataset preview returned by get-dataset-items. The actor ran successfully and returned real data, but the agent's model invented a comment and username not present in the retrieved results.", "timestamp": "2026-10-02T04:18:09.024Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-02T04:18:08.993Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent listed 5 comments with like counts drawn from the dataset, but comment #2 (@mancuntmurdock with 212,187 likes) does not appear in the dataset preview — the dataset preview shows the top comments by diggCount as 349,400, 186,976, 183,000+, 182,676, and 179,353, not 212,187. The agent appears to have invented or hallucinated the second comment and its author, as this data is not present in the tool result preview.", "timestamp": "2026-10-02T04:18:08.955Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls in a logical sequence: search, fetch details, call actor, get run status, get dataset items — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-02T04:18:08.917Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 100 dataset items and sorted them by diggCount to identify the top 5 most-liked comments, directly using the text and diggCount fields from the retrieved data.", "timestamp": "2026-10-02T04:18:08.881Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct video URL in postURLs and set commentsPerPost to 100, which are well-formed inputs matching the actor's input schema.", "timestamp": "2026-10-02T04:18:08.844Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used clockworks/tiktok-comments-scraper, which is the intended actor for extracting TikTok comments, confirmed by the deterministic check rightActor: PASS.", "timestamp": "2026-10-02T04:18:08.807Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:03:16.759Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-02T04:03:16.722Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-02T04:03:16.690Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:03:16.649Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-comments-scraper\"", "timestamp": "2026-10-02T04:03:16.611Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-02T04:03:16.534Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "indeed-scraper-usage-swe-skills", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:01:54.637Z", "day": "2026-10-02", "traceId": "3bfd150e73983a616348c056c90233b3", "observationId": "c450198078cd8df8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3bfd150e73983a616348c056c90233b3?observation=c450198078cd8df8", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "use", "title": "indeed / use / swe-skills", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-02T04:18:07.631Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-02T04:18:07.541Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-02T04:18:07.501Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-02T04:18:07.464Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The Actor succeeded and returned 20 items with description fields. The agent retrieved the data but was unable to complete the analysis due to repeated blocked Bash/Python execution attempts. The agent should have adapted its strategy earlier (e.g., using smaller jq queries that don't require approval, or reading the file in smaller chunks) rather than repeatedly attempting the same blocked operations until running out of turns.", "timestamp": "2026-10-02T04:18:07.429Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-02T04:18:07.393Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns without ever producing the final answer listing the top 5 skills; no skill analysis results were reported to the user.", "timestamp": "2026-10-02T04:18:07.354Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made multiple redundant attempts to run Python/Bash analysis (at least 4 blocked attempts with similar logic), and tried writing to files that were also blocked, showing inefficient iteration without adapting the strategy meaningfully.", "timestamp": "2026-10-02T04:18:07.319Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the dataset result exceeded token limits, the agent tried multiple approaches (Read with offset/limit, Bash with jq, Python inline scripts) but each was blocked by security restrictions requiring approval; the agent kept trying different approaches but ultimately ran out of turns without producing a final answer.", "timestamp": "2026-10-02T04:18:07.286Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved the dataset and attempted to read and analyze the actual description text from the saved file, but was blocked by security restrictions on Bash commands requiring approval and file write permissions, preventing it from completing the analysis.", "timestamp": "2026-10-02T04:18:07.242Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with position='software engineer', maxItemsPerSearch=20, country='US', which is appropriate, though the cap check FAIL notes maxItems was undefined (the field is actually maxItemsPerSearch which was set to 20, so the actor returned 20 items correctly).", "timestamp": "2026-10-02T04:18:07.205Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items to retrieve job postings from misceres/indeed-scraper, then attempted to use Bash and Write tools to analyze the descriptions.", "timestamp": "2026-10-02T04:18:07.139Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:03:28.042Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-02T04:03:27.985Z", "metadata": {} }, "check.descriptions": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-02T04:03:27.943Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-02T04:03:27.907Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): misceres/indeed-scraper: maxItems = undefined (expected lte 20)", "timestamp": "2026-10-02T04:03:27.872Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:03:27.836Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used misceres/indeed-scraper", "timestamp": "2026-10-02T04:03:27.750Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-10-02T04:03:27.667Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "indeed-scraper-discovery-denver-marketing", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:01:59.528Z", "day": "2026-10-02", "traceId": "998dde70418a35bd2dbd8debba3931ac", "observationId": "a70bd1f306b271bb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/998dde70418a35bd2dbd8debba3931ac?observation=a70bd1f306b271bb", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "find", "title": "indeed / find / denver-marketing", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used kaix/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-02T04:18:01.395Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used kaix/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-02T04:18:01.241Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "kaix/indeed-scraper", "comment": "Actors the agent ran: kaix/indeed-scraper", "timestamp": "2026-10-02T04:18:01.173Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-02T04:18:01.129Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-02T04:18:01.091Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used kaix/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-02T04:18:01.046Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-02T04:18:01.011Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered 10 Indeed postings with salary ranges and company ratings for coordinator roles in Denver, fulfilling the benchmarking request, but used kaix/indeed-scraper instead of the intended misceres/indeed-scraper and the final line reads 'Actor: kaix/indeed-scraper' rather than the expected actor name.", "timestamp": "2026-10-02T04:18:00.975Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made a reasonable sequence: search actors, fetch details, call actor, get dataset, then parse with Bash — no unnecessary repetition or detours.", "timestamp": "2026-10-02T04:18:00.934Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When get-dataset-items returned a file too large for direct reading, the agent pivoted to using Bash with jq to parse the file, successfully extracting the needed data.", "timestamp": "2026-10-02T04:18:00.865Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used jq to extract actual fields (title.text, company.name, salary.min, salary.max, company.ratings.overall) from the dataset and presented them in the final answer, matching the tool output exactly.", "timestamp": "2026-10-02T04:18:00.831Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called kaix/indeed-scraper with keyword='marketing coordinator', location='Denver, CO', country='US', maxItems=10, searchMode='detailed' — all well-formed and appropriate for the task.", "timestamp": "2026-10-02T04:18:00.796Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for Indeed scrapers and selected kaix/indeed-scraper, which is a valid Indeed scraper that succeeded and returned 10 items, though the intended actor was misceres/indeed-scraper.", "timestamp": "2026-10-02T04:18:00.758Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:03:15.635Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-02T04:03:15.602Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:03:15.519Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"misceres/indeed-scraper\"", "timestamp": "2026-10-02T04:03:15.469Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used kaix/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-02T04:03:15.368Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "kaix/indeed-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used kaix/indeed-scraper; expected misceres/indeed-scraper" }, { "scenarioId": "amazon-reviews-scraper-usage-helpful-thirty", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:02:35.344Z", "day": "2026-10-02", "traceId": "7e93086d59137258679a20803207de19", "observationId": "43bcf3310ba5bf11", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7e93086d59137258679a20803207de19?observation=43bcf3310ba5bf11", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "use", "title": "amazon-reviews / use / helpful-thirty", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-02T04:18:02.318Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-02T04:18:02.223Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-02T04:18:02.190Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-02T04:18:02.126Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED; check productUrl: junglee/amazon-reviews-scraper: productUrls[0].url = undefined (expected regex \"B0CWXNS552\")", "timestamp": "2026-10-02T04:18:02.085Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-02T04:18:02.039Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered 3 praises and 3 complaints grounded in the actual review data retrieved, though only 10 reviews were obtained instead of 30 due to plan limitations, which the agent acknowledged.", "timestamp": "2026-10-02T04:18:01.997Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one unnecessary failed call due to wrong input format before correcting it, adding one extra round-trip, but otherwise the plan was direct: fetch schema, call actor, retrieve items, summarize.", "timestamp": "2026-10-02T04:18:01.962Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'must be object' validation error, the agent immediately corrected the input format to use objects with 'url' keys and successfully ran the actor on the second attempt.", "timestamp": "2026-10-02T04:18:01.917Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 reviews via get-dataset-items and grounded its summary in actual review content (e.g., citing the quiet speaker from the 2nd-gen comparison, remote area limitations from the camping review, and keyring hole issue from the bulkiness mention).", "timestamp": "2026-10-02T04:18:01.853Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call passed productUrls as a plain string array instead of an array of objects with 'url' keys, causing CALL-FAILED; the second call correctly used [{\"url\": \"https://www.amazon.com/dp/B0CWXNS552\"}] and succeeded.", "timestamp": "2026-10-02T04:18:01.789Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-reviews-scraper, which is the exact actor named in the prompt.", "timestamp": "2026-10-02T04:18:01.730Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:03:43.624Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, productUrl", "timestamp": "2026-10-02T04:03:43.586Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-02T04:03:43.547Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-02T04:03:43.508Z", "metadata": {} }, "check.sortHelpful": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): sort", "timestamp": "2026-10-02T04:03:43.470Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxReviews", "timestamp": "2026-10-02T04:03:43.433Z", "metadata": {} }, "check.productUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper: productUrls[0].url = undefined (expected regex \"B0CWXNS552\")", "timestamp": "2026-10-02T04:03:43.393Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-02T04:03:43.313Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-02T04:03:43.239Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "productUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED" }, { "scenarioId": "amazon-reviews-scraper-discovery-product-complaints", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:02:53.883Z", "day": "2026-10-02", "traceId": "7b5cbb2b160f0cd0a328239c3f58ab14", "observationId": "eba1d227055fcd58", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7b5cbb2b160f0cd0a328239c3f58ab14?observation=eba1d227055fcd58", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "find", "title": "amazon-reviews / find / product-complaints", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-02T04:17:58.166Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-02T04:17:58.084Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: junglee/amazon-reviews-scraper", "timestamp": "2026-10-02T04:17:58.051Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-02T04:17:58.009Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-02T04:17:57.966Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "The actor returned only 10 items with status message '✅ Here are your 10 Amazon reviews. To access more reviews in a single run, upgrade to the Starter plan.' The agent did not surface this limitation prominently to the user and presented the analysis as if it fulfilled the 30-review request, when in fact the actor's tier restriction prevented retrieving the requested 30 reviews.", "timestamp": "2026-10-02T04:17:57.922Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-02T04:17:57.887Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task asked for 30 most helpful reviews but only 10 were retrieved (the actor limited to 10 on the free tier), and the agent presented analysis based on only 10 reviews without clearly noting this limitation affected the requested 30-review analysis.", "timestamp": "2026-10-02T04:17:57.844Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: search, fetch-details, one failed call, one successful call, and dataset retrieval — a reasonable path with only one correctable error requiring one retry.", "timestamp": "2026-10-02T04:17:57.807Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'must be object' validation error, the agent immediately corrected the productUrls format from a plain string array to an array of URL objects and successfully ran the actor.", "timestamp": "2026-10-02T04:17:57.772Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 reviews from the dataset and based its complaints and praises directly on the review content (e.g., speaker too quiet from review 2, remote area limitation from the camping review, wallet bulkiness from review 3).", "timestamp": "2026-10-02T04:17:57.736Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call used a plain string in productUrls array instead of an object with a 'url' key, causing a validation failure; the agent then corrected this to [{\"url\": \"https://www.amazon.com/dp/B0CWXNS552\"}] with maxReviews:30 and sort:\"helpful\", which succeeded.", "timestamp": "2026-10-02T04:17:57.703Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-reviews-scraper, the intended actor for extracting Amazon product reviews.", "timestamp": "2026-10-02T04:17:57.650Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:03:54.544Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-02T04:03:54.503Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-02T04:03:54.445Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-reviews-scraper\"", "timestamp": "2026-10-02T04:03:54.371Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-02T04:03:54.241Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "amazon-crawler-usage-earbuds-search-url", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:03:15.677Z", "day": "2026-10-02", "traceId": "c7497487d4409f51b15817445b5f487c", "observationId": "3f065c7bbba63def", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c7497487d4409f51b15817445b5f487c?observation=3f065c7bbba63def", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "use", "title": "amazon / use / earbuds-search-url", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-02T04:17:54.424Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-02T04:17:54.336Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-02T04:17:54.298Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-02T04:17:54.258Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED; check searchUrl: junglee/amazon-crawler: categoryOrProductUrls[0].url = undefined (expected regex \"amazon\\\\.com/s\\\\?k=wireless\\\\+earbuds\")", "timestamp": "2026-10-02T04:17:54.226Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-02T04:17:54.188Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a table of 10 products with prices and ratings sourced from actual scraped data, fulfilling the task requirement, though one item (product #7) is missing a price and maxItemsPerStartUrl was set to 50 rather than 10.", "timestamp": "2026-10-02T04:17:54.151Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 6 tool calls: fetch-actor-details, two call-actor attempts (first failed due to wrong input format), two get-actor-run polls, and one get-dataset-items — reasonably direct given the input error recovery.", "timestamp": "2026-10-02T04:17:54.075Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with an input validation error, the agent correctly identified the issue (URL format) and retried with the proper object format [{\"url\": \"...\"}], successfully recovering.", "timestamp": "2026-10-02T04:17:54.035Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the completed run and directly used the title, price.value, and stars fields from the tool result to populate the final answer table.", "timestamp": "2026-10-02T04:17:53.997Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call failed because the agent passed a plain string URL instead of an object with a 'url' property; the second call correctly used [{\"url\": \"https://www.amazon.com/s?k=wireless+earbuds\"}] but set maxItemsPerStartUrl=50 instead of ~10 as expected.", "timestamp": "2026-10-02T04:17:53.963Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-crawler, fetching actor details first and then calling the actor with the search URL.", "timestamp": "2026-10-02T04:17:53.927Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:05:07.759Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, searchUrl", "timestamp": "2026-10-02T04:05:07.715Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-02T04:05:07.674Z", "metadata": {} }, "check.field": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 of 50 items fail price exists undefined", "timestamp": "2026-10-02T04:05:07.628Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 50 items, expected at most 10", "timestamp": "2026-10-02T04:05:07.592Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): junglee/amazon-crawler: maxItemsPerStartUrl = 50 (expected lte 10); junglee/Amazon-crawler: maxItemsPerStartUrl = 50 (expected lte 10)", "timestamp": "2026-10-02T04:05:07.554Z", "metadata": {} }, "check.searchUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler: categoryOrProductUrls[0].url = undefined (expected regex \"amazon\\\\.com/s\\\\?k=wireless\\\\+earbuds\")", "timestamp": "2026-10-02T04:05:07.515Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-02T04:05:07.446Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-crawler, junglee/Amazon-crawler", "timestamp": "2026-10-02T04:05:07.357Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "field", "items", "cap", "searchUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED" }, { "scenarioId": "amazon-crawler-discovery-wireless-earbuds", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:03:16.796Z", "day": "2026-10-02", "traceId": "57ada5d06a05d1d65eb034c605775863", "observationId": "695698bbd6efdc61", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/57ada5d06a05d1d65eb034c605775863?observation=695698bbd6efdc61", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "find", "title": "amazon / find / wireless-earbuds", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used automly/amazon-products-scraper---fast-efficient-with-sales-data; expected junglee/amazon-crawler", "timestamp": "2026-10-02T04:17:50.463Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used automly/amazon-products-scraper---fast-efficient-with-sales-data; expected junglee/amazon-crawler", "timestamp": "2026-10-02T04:17:50.381Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "automly/amazon-products-scraper---fast-efficient-with-sales-data", "comment": "Actors the agent ran: automly/amazon-products-scraper---fast-efficient-with-sales-data", "timestamp": "2026-10-02T04:17:50.339Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-02T04:17:50.300Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-02T04:17:50.261Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used automly/amazon-products-scraper---fast-efficient-with-sales-data; expected junglee/amazon-crawler", "timestamp": "2026-10-02T04:17:50.225Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-02T04:17:50.188Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned 10 wireless earbuds with prices and ratings from real scraped data, fulfilling the task requirements, though it used the wrong actor (automly instead of junglee/amazon-crawler) and the answer does not contain 'junglee/amazon-crawler' as required by the namedActor check.", "timestamp": "2026-10-02T04:17:50.145Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch-details, call-actor, get-dataset-items) in a direct sequence with no redundant steps.", "timestamp": "2026-10-02T04:17:50.096Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved actual dataset items from the run and used the real prices, ratings, and titles from the tool results in the final answer without inventing data.", "timestamp": "2026-10-02T04:17:50.044Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed keywords=['wireless earbuds'], maxResultsPerKeyword=10, and marketplace='com' which are all well-formed and sensible inputs for the chosen actor.", "timestamp": "2026-10-02T04:17:49.969Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent found junglee/amazon-crawler in the first search result but chose automly/amazon-products-scraper instead, which is a less appropriate actor than the intended junglee/amazon-crawler; the rightActor check is FAIL.", "timestamp": "2026-10-02T04:17:49.925Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:04:09.373Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-02T04:04:09.337Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-02T04:04:09.294Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:04:09.254Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"junglee/amazon-crawler\"", "timestamp": "2026-10-02T04:04:09.169Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used automly/amazon-products-scraper---fast-efficient-with-sales-data; expected junglee/amazon-crawler", "timestamp": "2026-10-02T04:04:09.080Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "automly/amazon-products-scraper---fast-efficient-with-sales-data", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used automly/amazon-products-scraper---fast-efficient-with-sales-data; expected junglee/amazon-crawler" }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:03:28.073Z", "day": "2026-10-02", "traceId": "8ae5a93596eb6031f14629dace802552", "observationId": "1498245904ecbad8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8ae5a93596eb6031f14629dace802552?observation=1498245904ecbad8", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-02T04:17:50.070Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-02T04:17:49.984Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent used 'saveHtmlAsFile: true' in its calls but the correct field name per the schema is 'saveHtml' (or 'saveHtmlAsFile' which is a different option). The deterministic check confirms saveHtml=undefined on all 5 runs. Additionally, includeUrlGlobs was set as objects with 'glob' key correctly in some runs but the sectionFilter check still failed, suggesting the agent's glob patterns didn't work as intended to restrict crawling to the platform section.", "timestamp": "2026-10-02T04:17:49.911Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "11 tool calls valid", "timestamp": "2026-10-02T04:17:49.871Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The session timed out with the last run still RUNNING at 9 items; saveHtml was never properly set (saveHtml=undefined on all runs per deterministic checks); sectionFilter was not properly applied; and the agent never delivered a final report with page count and HTML confirmation.", "timestamp": "2026-10-02T04:17:49.829Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 5 actor runs (CALL-FAILED + 4 more) when at most 2 were expected, making multiple redundant attempts with similar configurations that all failed to properly set saveHtml and URL filtering, and the session timed out before completion.", "timestamp": "2026-10-02T04:17:49.791Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first run returned only 1 page, the agent attempted multiple alternative configurations (different glob patterns, different crawler types, adding clickElementsCssSelector) to try to get more pages, showing reasonable recovery attempts.", "timestamp": "2026-10-02T04:17:49.742Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used dataset IDs from run results to fetch items and monitored run progress using get-actor-run with actual runIds returned from tool calls.", "timestamp": "2026-10-02T04:17:49.708Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent failed to include 'saveHtml: true' (used 'saveHtmlAsFile' instead in some runs, but the deterministic check confirms saveHtml was never set to true); also failed to properly set includeUrlGlobs in a way that worked (sectionFilter check FAIL); and ran 5 actor runs instead of the expected max of 2.", "timestamp": "2026-10-02T04:17:49.666Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/website-content-crawler for the crawling task, which is the intended actor.", "timestamp": "2026-10-02T04:17:49.625Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-02T04:08:28.893Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-02T04:08:28.859Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 12 items, expected at most 10", "timestamp": "2026-10-02T04:08:28.816Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml = undefined (expected equals true); apify/website-content-crawler: saveHtml = undefined (expected equals true); apify/website-content-crawler: saveHtml = undefined (expected equals true); apify/website-content-crawler: saveHtml = undefined (expected equals true); apify/website-content-crawler: saveHtml = undefined (expected equals true)", "timestamp": "2026-10-02T04:08:28.777Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs = undefined (expected exists undefined)", "timestamp": "2026-10-02T04:08:28.739Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 5 run(s): maxCrawlPages", "timestamp": "2026-10-02T04:08:28.702Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 5 run(s): startUrls[0].url", "timestamp": "2026-10-02T04:08:28.667Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 5 Actor run(s), expected at most 2", "timestamp": "2026-10-02T04:08:28.632Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-02T04:08:28.586Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "items", "saveHtml", "sectionFilter", "ranOk" ], "judgeComment": null }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:03:36.553Z", "day": "2026-10-02", "traceId": "a6b3cc7f389caa68aba4f26bf431f8ce", "observationId": "33586d38aa53615e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a6b3cc7f389caa68aba4f26bf431f8ce?observation=33586d38aa53615e", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used hounderd/ai-web-crawler; expected apify/website-content-crawler", "timestamp": "2026-10-02T04:17:45.489Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used hounderd/ai-web-crawler; expected apify/website-content-crawler", "timestamp": "2026-10-02T04:17:45.398Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "hounderd/ai-web-crawler", "comment": "Actors the agent ran: hounderd/ai-web-crawler", "timestamp": "2026-10-02T04:17:45.358Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-02T04:17:45.322Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-02T04:17:45.285Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used hounderd/ai-web-crawler; expected apify/website-content-crawler", "timestamp": "2026-10-02T04:17:45.246Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "10 tool calls valid", "timestamp": "2026-10-02T04:17:45.210Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 19/20 pages (dataset actually shows 20 items per facts), provided 5 real page titles from retrieved data, and ended with 'Actor: hounderd/ai-web-crawler' — but the wrong actor was used (hounderd/ai-web-crawler instead of apify/website-content-crawler), failing the rightActor and namedActor deterministic checks.", "timestamp": "2026-10-02T04:17:45.175Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two parallel search calls, fetched actor details, called the actor, polled 5 times for completion (reasonable given the run took ~251 seconds), then fetched dataset items — a reasonably direct path with no pointless repetition.", "timestamp": "2026-10-02T04:17:45.132Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items with real titles, URLs, word counts, and token counts from the tool results and accurately reported 5 page titles and the page count in the final answer.", "timestamp": "2026-10-02T04:17:45.077Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly set startUrls to https://docs.apify.com/academy, crawlMode to bfs, maxCrawlPages to 20, and outputFormats to markdown — all well-formed inputs matching the actor's schema.", "timestamp": "2026-10-02T04:17:45.032Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for RAG/LLM crawlers and selected hounderd/ai-web-crawler, which is designed for LLM-ready markdown extraction, but the intended/correct actor was apify/website-content-crawler — a wrong sibling was chosen despite the correct category being identified.", "timestamp": "2026-10-02T04:17:44.989Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:08:26.625Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-02T04:08:26.588Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawlPages", "timestamp": "2026-10-02T04:08:26.555Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-02T04:08:26.512Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:08:26.475Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-02T04:08:26.437Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used hounderd/ai-web-crawler; expected apify/website-content-crawler", "timestamp": "2026-10-02T04:08:26.397Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "hounderd/ai-web-crawler", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used hounderd/ai-web-crawler; expected apify/website-content-crawler" }, { "scenarioId": "web-scraper-usage-coinmarketcap-top-ten", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:03:43.659Z", "day": "2026-10-02", "traceId": "54bfffca62c41a27c61c6be020cae308", "observationId": "94775e392584a30a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/54bfffca62c41a27c61c6be020cae308?observation=94775e392584a30a", "subject": "apify/web-scraper", "owner": "universe", "skill": "use", "title": "web / use / coinmarketcap-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-02T04:17:40.136Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-02T04:17:40.027Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-02T04:17:39.992Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-02T04:17:39.946Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-02T04:17:39.905Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-02T04:17:39.868Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents 10 cryptocurrencies with names and prices from actual scraped data, though rank 1 shows 'CMC20' which appears to be a CoinMarketCap index product rather than a top cryptocurrency, and rank 10 shows 'Zcash' which is unlikely to be in the top 10 by market cap - suggesting some selector issues remain, but the task is substantially completed with real data.", "timestamp": "2026-10-02T04:17:39.829Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent required 3 actor runs because the first two page functions failed to extract names correctly, resulting in the ranOk deterministic check failing (expected at most 2 runs); this extra run was avoidable with better initial selector logic.", "timestamp": "2026-10-02T04:17:39.785Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first two runs returned items where names were just numbers (1, 2, 3...) instead of actual crypto names; the agent recognized this and retried with improved selectors, eventually getting correct results on the third run.", "timestamp": "2026-10-02T04:17:39.748Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned from the third run (datasetId=5kCXLHKYCgbAaqKLI) to populate the final answer table with real scraped names and prices.", "timestamp": "2026-10-02T04:17:39.703Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "All three runs used correct inputs: startUrls with coinmarketcap.com, a pageFunction, injectJQuery, maxPagesPerCrawl:1, and proxy configuration.", "timestamp": "2026-10-02T04:17:39.663Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected apify/web-scraper and fetched actor details before running it, which is the intended tool for this task.", "timestamp": "2026-10-02T04:17:39.617Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:05:29.666Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-02T04:05:29.626Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\$\\s?\\d[\\d,]*\\.\\d{2}/", "timestamp": "2026-10-02T04:05:29.585Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 28 items ok", "timestamp": "2026-10-02T04:05:29.545Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 3 run(s): maxPagesPerCrawl", "timestamp": "2026-10-02T04:05:29.505Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): pageFunction", "timestamp": "2026-10-02T04:05:29.468Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): startUrls[0].url", "timestamp": "2026-10-02T04:05:29.427Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-02T04:05:29.352Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-10-02T04:05:29.260Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2" }, { "scenarioId": "web-scraper-discovery-waterstones-headless", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:03:54.583Z", "day": "2026-10-02", "traceId": "c9eedc7d8ef7c3db4f10e8104f81e51c", "observationId": "5df1a7e5aafbc3df", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c9eedc7d8ef7c3db4f10e8104f81e51c?observation=5df1a7e5aafbc3df", "subject": "apify/web-scraper", "owner": "universe", "skill": "find", "title": "web / find / waterstones-headless", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run KhcCN8yxMIVMzn6M2 (apify/ai-web-scraper) FAILED", "timestamp": "2026-10-02T04:17:41.864Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-02T04:17:41.758Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The 403 blocking error from apify/web-scraper (run KyHBrepaHY3WSKhgO) did not provide actionable guidance on how to configure the actor to bypass Waterstones' bot protection. The error message 'Request blocked - received 403 status code' led the agent into a spiral of retries with different actors and settings, none of which succeeded. Better error guidance (e.g., suggesting specific proxy groups like RESIDENTIAL or stealth plugin options) could have helped the agent resolve the issue within fewer attempts.", "timestamp": "2026-10-02T04:17:41.721Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 0, "stringValue": null, "comment": "call-actor: data must have required property 'actor', data must have required property 'input', data must NOT have additional properties", "timestamp": "2026-10-02T04:17:41.679Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never produced any product names or prices from Waterstones, never provided the required 10 results, ran out of turns mid-attempt, and did not include the required 'Actor: apify/web-scraper' line in its final answer.", "timestamp": "2026-10-02T04:17:41.631Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 6 actor runs (4 with apify/web-scraper, 1 with apify/ai-web-scraper, 1 with ecomscrape/cloudflare-web-scraper-ppe) when at most 3 were expected. It also did an unnecessary search for 'books e-commerce scraper' and 'Waterstones retail UK' after already identifying the correct actor, adding redundant steps.", "timestamp": "2026-10-02T04:17:41.557Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The agent encountered 403 blocking errors and attempted multiple recovery strategies: switching to Chrome (useChrome:true), trying ai-web-scraper, trying cloudflare-web-scraper-ppe, and using headless:false with proxyRotation. However, none succeeded and the agent ran out of turns without producing results, running 6 actor runs when at most 3 were expected.", "timestamp": "2026-10-02T04:17:41.494Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent checked dataset items after the first failed run (getting the 403 error details) and used that information to adjust its approach. However, all runs produced 0 usable items, so there was no product data to utilize in a final answer.", "timestamp": "2026-10-02T04:17:41.461Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent provided well-formed inputs to apify/web-scraper with correct startUrls, pageFunction, injectJQuery, proxyConfiguration, and maxPagesPerCrawl=1. The pageFunction logic was reasonable for extracting product names and prices.", "timestamp": "2026-10-02T04:17:41.424Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified apify/web-scraper as the right browser-based scraper for JavaScript-heavy sites, which matches the intended subject. It also tried apify/ai-web-scraper and ecomscrape/cloudflare-web-scraper-ppe as fallbacks, which were less appropriate choices.", "timestamp": "2026-10-02T04:17:41.381Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run KhcCN8yxMIVMzn6M2 (apify/ai-web-scraper) FAILED; Actor run 0UfF5Qm7bLgqT6nzs (ecomscrape/cloudflare-web-scraper-ppe) FAILED", "timestamp": "2026-10-02T04:06:59.831Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor, pageFunction", "timestamp": "2026-10-02T04:06:59.794Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper: maxPagesPerCrawl = undefined (expected lte 5); ecomscrape/cloudflare-web-scraper-ppe: maxPagesPerCrawl = undefined (expected lte 5)", "timestamp": "2026-10-02T04:06:59.755Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: apify/ai-web-scraper: pageFunction = undefined (expected exists undefined); ecomscrape/cloudflare-web-scraper-ppe: pageFunction = undefined (expected exists undefined)", "timestamp": "2026-10-02T04:06:59.719Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 6 Actor run(s), expected at most 3", "timestamp": "2026-10-02T04:06:59.644Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/web-scraper\"", "timestamp": "2026-10-02T04:06:59.608Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-10-02T04:06:59.528Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "schemaValidity", "pageCap", "pageFunction", "ranOk", "namedActor" ], "judgeComment": null }, { "scenarioId": "rag-web-browser-usage-sf-startups-markdown", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:04:09.410Z", "day": "2026-10-02", "traceId": "24ca0fd51253475fc16433ef248cafef", "observationId": "570a86f599540405", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/24ca0fd51253475fc16433ef248cafef?observation=570a86f599540405", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "use", "title": "rag-web-browser / use / sf-startups-markdown", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-02T04:17:35.473Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-02T04:17:35.385Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-02T04:17:35.351Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-02T04:17:35.312Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The dataset returned Google redirect URLs (e.g., 'http://www.google.com/goto?url=CAES...') but the agent fabricated clean URLs like 'https://topstartups.io/' and 'https://www.ycombinator.com/' without reading the actual redirected URLs from the markdown or metadata fields, which is a reasoning/hallucination failure by the agent rather than an Actor or tool problem.", "timestamp": "2026-10-02T04:17:35.276Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-02T04:17:35.233Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned 5 results with titles and two-line summaries drawn from retrieved data, but the URLs provided (https://topstartups.io/, https://www.ycombinator.com/, https://www.builtinsf.com/, https://www.crunchbase.com/, https://www.forbes.com/) are invented/guessed — the actual dataset URLs were Google redirect URLs and the agent fabricated clean domain URLs without evidence from the data.", "timestamp": "2026-10-02T04:17:35.198Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made multiple attempts to read the large file (Read with limit=1000, limit=500, limit=50, then Bash), which added some redundancy, but the overall path was reasonably direct given the size constraints.", "timestamp": "2026-10-02T04:17:35.135Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When get-dataset-items returned data too large for context, the agent first tried a narrower fields query, then used Bash to read the saved file directly — a reasonable recovery strategy.", "timestamp": "2026-10-02T04:17:35.094Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the searchResult.title, searchResult.description, and markdown fields from the dataset to construct summaries; the first result's summary is clearly drawn from the actual markdown content (mentioning Pogo, Concurrence, 1,259 startups, etc.) read via Bash.", "timestamp": "2026-10-02T04:17:35.054Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/rag-web-browser with query='fastest growing startups in San Francisco 2026', maxResults=5, and outputFormats=['markdown'], which matches the task requirements exactly.", "timestamp": "2026-10-02T04:17:35.017Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to understand the Actor schema, then call-actor with apify/rag-web-browser, and get-dataset-items to retrieve results — all appropriate tools for the task.", "timestamp": "2026-10-02T04:17:34.981Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:05:12.062Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-02T04:05:12.017Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-10-02T04:05:11.986Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-02T04:05:11.950Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-02T04:05:11.906Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): query", "timestamp": "2026-10-02T04:05:11.873Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:05:11.823Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/rag-web-browser", "timestamp": "2026-10-02T04:05:11.777Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "rag-web-browser-discovery-web-search-with-sources", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:05:07.790Z", "day": "2026-10-02", "traceId": "cdd7ff65bb10e1eaaac83db8b0dc7b42", "observationId": "fcf88d8883b32c9e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/cdd7ff65bb10e1eaaac83db8b0dc7b42?observation=fcf88d8883b32c9e", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "find", "title": "rag-web-browser / find / web-search-with-sources", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used tugelbay/rag-web-browser; expected apify/rag-web-browser", "timestamp": "2026-10-02T04:17:32.466Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used tugelbay/rag-web-browser; expected apify/rag-web-browser", "timestamp": "2026-10-02T04:17:32.380Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "tugelbay/rag-web-browser", "comment": "Actors the agent ran: tugelbay/rag-web-browser", "timestamp": "2026-10-02T04:17:32.333Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-02T04:17:32.295Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-02T04:17:32.254Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used tugelbay/rag-web-browser; expected apify/rag-web-browser", "timestamp": "2026-10-02T04:17:32.215Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-02T04:17:32.177Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides the top 5 James Bond movies by box office with exact figures sourced from live Box Office Mojo data, includes the source URL, and ends with 'Actor: tugelbay/rag-web-browser' as required, though the deterministic check flags that it used tugelbay/rag-web-browser instead of apify/rag-web-browser.", "timestamp": "2026-10-02T04:17:32.138Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent performed two searches (reasonable per instructions), then called the actor, polled once for completion, and fetched results — a direct and efficient path with no unnecessary repetition.", "timestamp": "2026-10-02T04:17:32.086Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the Box Office Mojo data returned in the dataset items, listing the exact figures ($304,360,277 for Skyfall, etc.) and citing the source URL.", "timestamp": "2026-10-02T04:17:32.038Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called tugelbay/rag-web-browser with query='highest grossing James Bond movies box office', maxResults=3, and outputFormat='markdown', which are all sensible and well-formed inputs for the task.", "timestamp": "2026-10-02T04:17:31.936Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for actors and found tugelbay/rag-web-browser, which is a clone/fork of the intended apify/rag-web-browser but functionally equivalent for this task; it successfully searched the web and returned Box Office Mojo data.", "timestamp": "2026-10-02T04:17:31.894Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:06:23.762Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-02T04:06:23.727Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-10-02T04:06:23.689Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): query", "timestamp": "2026-10-02T04:06:23.651Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:06:23.617Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/rag-web-browser\"", "timestamp": "2026-10-02T04:06:23.543Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used tugelbay/rag-web-browser; expected apify/rag-web-browser", "timestamp": "2026-10-02T04:06:23.503Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "tugelbay/rag-web-browser", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used tugelbay/rag-web-browser; expected apify/rag-web-browser" }, { "scenarioId": "cheerio-scraper-usage-foyles-manga-two-hops", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:05:12.101Z", "day": "2026-10-02", "traceId": "a63778e9ef3fc2835d072028ffa9f89b", "observationId": "da06cf6108ab9cdf", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a63778e9ef3fc2835d072028ffa9f89b?observation=da06cf6108ab9cdf", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "use", "title": "cheerio / use / foyles-manga-two-hops", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-02T04:17:27.498Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-02T04:17:27.407Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-02T04:17:27.365Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-02T04:17:27.325Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "Both runs returned '403 Request blocked' errors that the agent could not overcome. The proxy configuration used (useApifyProxy with default settings) was insufficient to bypass Foyles' bot protection, and the error gave no actionable guidance on alternative proxy tiers (e.g., residential proxies) that might succeed. Better error messaging or automatic escalation to residential proxies when 403s are detected would help.", "timestamp": "2026-10-02T04:17:27.290Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-02T04:17:27.250Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The deterministic check confirms 0 dataset items were returned; no book titles or prices were extracted, so the task of showing 5 manga books with title and price was not completed.", "timestamp": "2026-10-02T04:17:27.211Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent fetched actor details for cheerio-scraper, ran it, checked results, then fetched web-scraper details and ran it as a fallback — a reasonable two-attempt approach without pointless repetition, though fetching web-scraper details was a slight detour since the task specified cheerio-scraper.", "timestamp": "2026-10-02T04:17:27.173Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When cheerio-scraper returned 403 errors, the agent attempted a fallback with web-scraper (headless browser), which also failed with 403; the agent then explained the situation clearly and suggested alternatives.", "timestamp": "2026-10-02T04:17:27.134Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items showing 403 errors and correctly used those error messages to explain why no data was returned, rather than inventing results.", "timestamp": "2026-10-02T04:17:27.096Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent provided correct inputs including startUrls with the foyles.co.uk/category URL, a pageFunction extracting title and price, maxCrawlingDepth=2, maxPagesPerCrawl=20, linkSelector, and proxyConfiguration for both runs.", "timestamp": "2026-10-02T04:17:27.050Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/cheerio-scraper as required by the task, and also tried apify/web-scraper as a fallback when the first was blocked.", "timestamp": "2026-10-02T04:17:27.008Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:06:29.922Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-02T04:06:29.881Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 items, expected at least 1", "timestamp": "2026-10-02T04:06:29.847Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxPagesPerCrawl", "timestamp": "2026-10-02T04:06:29.804Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxCrawlingDepth", "timestamp": "2026-10-02T04:06:29.767Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): pageFunction", "timestamp": "2026-10-02T04:06:29.732Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): startUrls[0].url", "timestamp": "2026-10-02T04:06:29.685Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:06:29.642Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/cheerio-scraper", "timestamp": "2026-10-02T04:06:29.602Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "cheerio-scraper-discovery-ikea-static-catalog", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:05:29.706Z", "day": "2026-10-02", "traceId": "19daf421f97cee06024559c5c0085076", "observationId": "eaeceb7ee3dbf26d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/19daf421f97cee06024559c5c0085076?observation=eaeceb7ee3dbf26d", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "find", "title": "cheerio / find / ikea-static-catalog", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used scraptivo/ikea-scraper; expected apify/cheerio-scraper", "timestamp": "2026-10-02T04:17:25.701Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used scraptivo/ikea-scraper; expected apify/cheerio-scraper", "timestamp": "2026-10-02T04:17:25.592Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "scraptivo/ikea-scraper", "comment": "Actors the agent ran: scraptivo/ikea-scraper", "timestamp": "2026-10-02T04:17:25.553Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-02T04:17:25.513Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-02T04:17:25.465Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used scraptivo/ikea-scraper; expected apify/cheerio-scraper", "timestamp": "2026-10-02T04:17:25.425Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-02T04:17:25.386Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task was completed in terms of showing 10 product names and prices, but the wrong actor was used (scraptivo/ikea-scraper instead of apify/cheerio-scraper), violating the user's explicit requirement for a lightweight non-browser extractor with custom extraction logic, and the deterministic checks confirm rightActor and namedActor both FAIL.", "timestamp": "2026-10-02T04:17:25.335Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two parallel searches, fetched actor details for one actor, made two actor calls (one failed, one succeeded), and retrieved results - a reasonably direct path though the wrong actor was chosen.", "timestamp": "2026-10-02T04:17:25.301Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with input validation error due to wrong startUrls format, the agent correctly identified the issue and fixed it by wrapping URLs as objects with a 'url' property.", "timestamp": "2026-10-02T04:17:25.260Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items from the run and displayed them accurately in a table matching the tool result data (STORKLINTA, FÅGELFJÄLLET, GURSKEN, RAST with correct prices).", "timestamp": "2026-10-02T04:17:25.222Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "After the first call failed due to wrong startUrls format (array of strings instead of objects), the agent correctly fixed it to use [{\"url\": \"...\"}] with proper countryCode, languageCode, maxItems, and proxyConfiguration fields.", "timestamp": "2026-10-02T04:17:25.181Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for IKEA scrapers and chose scraptivo/ikea-scraper, a specialized IKEA scraper, instead of the intended apify/cheerio-scraper which is the lightweight HTML scraper the user explicitly requested for server-rendered content.", "timestamp": "2026-10-02T04:17:25.132Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:06:17.582Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-10-02T04:06:17.541Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): scraptivo/ikea-scraper: maxPagesPerCrawl = undefined (expected lte 5); scraptivo/ikea-scraper: maxPagesPerCrawl = undefined (expected lte 5)", "timestamp": "2026-10-02T04:06:17.501Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: scraptivo/ikea-scraper: pageFunction = undefined (expected exists undefined); scraptivo/ikea-scraper: pageFunction = undefined (expected exists undefined)", "timestamp": "2026-10-02T04:06:17.468Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): scraptivo/ikea-scraper run : CALL-FAILED", "timestamp": "2026-10-02T04:06:17.430Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/cheerio-scraper\"", "timestamp": "2026-10-02T04:06:17.352Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used scraptivo/ikea-scraper; expected apify/cheerio-scraper", "timestamp": "2026-10-02T04:06:17.268Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "scraptivo/ikea-scraper", "infraOk": true, "failedChecks": [ "pageCap", "pageFunction", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used scraptivo/ikea-scraper; expected apify/cheerio-scraper" }, { "scenarioId": "ai-web-scraper-usage-apify-store-first-page", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:06:17.618Z", "day": "2026-10-02", "traceId": "695d7acb93e23cf73737879b075b3747", "observationId": "8da8a409817de2be", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/695d7acb93e23cf73737879b075b3747?observation=8da8a409817de2be", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "use", "title": "ai-web / use / apify-store-first-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned a comprehensive table of 36 Actors with name, description, rating, and user count drawn from the scraped data, fulfilling all four requested fields for the first page only.", "timestamp": "2026-10-02T04:17:20.620Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned a comprehensive table of 36 Actors with name, description, rating, and user count drawn from the scraped data, fulfilling all four requested fields for the first page only.", "timestamp": "2026-10-02T04:17:20.562Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-02T04:17:20.507Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-02T04:17:20.446Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The onePage deterministic check failed because maxPagesToVisit was not set, but the agent correctly used extractionMode='single' which per the schema ignores maxPagesToVisit, so the scraper was effectively limited to one page and the task was completed successfully.", "timestamp": "2026-10-02T04:17:20.404Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-02T04:17:20.354Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned a comprehensive table of 36 Actors with name, description, rating, and user count drawn from the scraped data, fulfilling all four requested fields for the first page only.", "timestamp": "2026-10-02T04:17:20.312Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct path: fetch actor details → call actor → poll for completion → get dataset items → read full output → present table, with no redundant calls.", "timestamp": "2026-10-02T04:17:20.269Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the full dataset output file and constructed the table directly from the markdown content returned by the scraper, with actor names, ratings, and user counts matching the preview data (e.g., Instagram Scraper 4.7/413K, TikTok Scraper 4.8/298K, Google Maps Scraper 4.7/628K).", "timestamp": "2026-10-02T04:17:20.220Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used extractionMode='single' (correct for one-page extraction) with the right startUrl and a descriptive prompt, but did not set maxPagesToVisit which triggered the deterministic FAIL for onePage check; however, single mode ignores maxPagesToVisit per the schema, so this is a minor schema misunderstanding rather than a functional error.", "timestamp": "2026-10-02T04:17:20.182Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, get-dataset-items, and Read — all appropriate tools for running apify/ai-web-scraper and retrieving results.", "timestamp": "2026-10-02T04:17:20.120Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:07:44.630Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-02T04:07:44.591Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-02T04:07:44.551Z", "metadata": {} }, "check.onePage": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper: maxPagesToVisit = undefined (expected lte 3)", "timestamp": "2026-10-02T04:07:44.495Z", "metadata": {} }, "check.promptGiven": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): prompt", "timestamp": "2026-10-02T04:07:44.455Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-02T04:07:44.417Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:07:44.317Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-10-02T04:07:44.229Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "onePage" ], "judgeComment": "PASS: The agent returned a comprehensive table of 36 Actors with name, description, rating, and user count drawn from the scraped data, fulfilling all four requested fields for the first page only." }, { "scenarioId": "ai-web-scraper-discovery-climate-articles-three-sites", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:06:23.798Z", "day": "2026-10-02", "traceId": "97854f8ee8a7009f03d2e4f93b73a5a0", "observationId": "605161b330839730", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/97854f8ee8a7009f03d2e4f93b73a5a0?observation=605161b330839730", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "find", "title": "ai-web / find / climate-articles-three-sites", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run cJyl9dOSZmxDxAROF (mina_safwat/news-article-extractor) FAILED", "timestamp": "2026-10-02T04:17:21.445Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-02T04:17:21.328Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent searched for 'web scraper articles news', 'news scraper', 'BBC scraper', and 'Reuters scraper' but never found apify/ai-web-scraper. The intended actor — which accepts a natural-language prompt describing what to extract — was never surfaced in any search result, causing the agent to fall back on site-specific and code-based scrapers that don't satisfy the user's requirement of describing needs without writing selectors or code.", "timestamp": "2026-10-02T04:17:21.287Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "17 tool calls valid", "timestamp": "2026-10-02T04:17:21.234Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns without producing a final answer with article counts per site and three examples; it never retrieved articles from BBC or Reuters, and never used the correct actor (apify/ai-web-scraper) or included the required 'Actor: ' line.", "timestamp": "2026-10-02T04:17:21.191Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 7 actor runs (against an expected maximum of 3), searched for actors 4 times, and still never found the correct actor (apify/ai-web-scraper), making the path highly inefficient with redundant runs and searches.", "timestamp": "2026-10-02T04:17:21.145Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When automation-lab/news-article-extractor returned 0 items, the agent switched to mina_safwat/news-article-extractor; when BBC and Reuters runs failed, it searched for site-specific scrapers — showing reasonable recovery attempts, though ultimately unsuccessful.", "timestamp": "2026-10-02T04:17:21.106Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent did retrieve dataset items from mina_safwat/news-article-extractor (15 and 29 items) and correctly observed all results were from The Guardian, then attempted to address the gap — so it used the retrieved data to guide next steps.", "timestamp": "2026-10-02T04:17:21.054Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The actors chosen were called with reasonable inputs for what those actors do (site_urls, max_articles, mode:latest, limit), but since the wrong actors were selected and no 'prompt' field was ever provided (confirmed by deterministic check promptGiven: FAIL), the arguments were not correct for the intended task.", "timestamp": "2026-10-02T04:17:21.015Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent never found or used apify/ai-web-scraper (the intended 'describe what you need' extractor); instead it chose automation-lab/news-article-extractor, mina_safwat/news-article-extractor, xtracto/bbc-scraper, and xtracto/reuters-scraper — none of which match the intended tool and none accept a natural-language prompt as required by the task.", "timestamp": "2026-10-02T04:17:20.963Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run cJyl9dOSZmxDxAROF (mina_safwat/news-article-extractor) FAILED; Actor run 2iXiPa01wBZM16Poz (mina_safwat/news-article-extractor) FAILED", "timestamp": "2026-10-02T04:09:54.747Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-02T04:09:54.708Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: maxPagesToVisit = undefined (expected lte 20); mina_safwat/news-article-extractor: maxPagesToVisit = undefined (expected lte 20); mina_safwat/news-article-extractor: maxPagesToVisit = undefined (expected lte 20); mina_safwat/news-article-extractor: maxPagesToVisit = undefined (expected lte 20); mina_safwat/news-article-extractor: maxPagesToVisit = undefined (expected lte 20); xtracto/bbc-scraper: maxPagesToVisit = undefined (expected lte 20); xtracto/reuters-scraper: maxPagesToVisit = undefined (expected lte 20)", "timestamp": "2026-10-02T04:09:54.667Z", "metadata": {} }, "check.promptGiven": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: prompt = undefined (expected exists undefined); mina_safwat/news-article-extractor: prompt = undefined (expected exists undefined); mina_safwat/news-article-extractor: prompt = undefined (expected exists undefined); mina_safwat/news-article-extractor: prompt = undefined (expected exists undefined); mina_safwat/news-article-extractor: prompt = undefined (expected exists undefined); xtracto/bbc-scraper: prompt = undefined (expected exists undefined); xtracto/reuters-scraper: prompt = undefined (expected exists undefined)", "timestamp": "2026-10-02T04:09:54.630Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 7 Actor run(s), expected at most 3", "timestamp": "2026-10-02T04:09:54.594Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/ai-web-scraper\"", "timestamp": "2026-10-02T04:09:54.556Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used automation-lab/news-article-extractor, mina_safwat/news-article-extractor, xtracto/bbc-scraper, xtracto/reuters-scraper; expected apify/ai-web-scraper", "timestamp": "2026-10-02T04:09:54.513Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pageCap", "promptGiven", "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "zillow-zip-search-usage-scottsdale", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:06:29.957Z", "day": "2026-10-02", "traceId": "a3e332247d9bdb004e1f3520e94eefb5", "observationId": "eff6f48d5e7aa64a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a3e332247d9bdb004e1f3520e94eefb5?observation=eff6f48d5e7aa64a", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "use", "title": "zillow-zip-search / use / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported 10 results retrieved, identified the cheapest property as 6125 E INDIAN SCHOOL Road #113, Scottsdale, AZ 85251 at $195,000, fully satisfying the task requirements.", "timestamp": "2026-10-02T04:17:13.288Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported 10 results retrieved, identified the cheapest property as 6125 E INDIAN SCHOOL Road #113, Scottsdale, AZ 85251 at $195,000, fully satisfying the task requirements.", "timestamp": "2026-10-02T04:17:13.239Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-02T04:17:13.200Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-02T04:17:13.135Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor used, all required boolean flags set properly, results grounded in retrieved data, efficient 3-step plan, and complete answer with count, address, and price.", "timestamp": "2026-10-02T04:17:13.084Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-02T04:17:13.012Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported 10 results retrieved, identified the cheapest property as 6125 E INDIAN SCHOOL Road #113, Scottsdale, AZ 85251 at $195,000, fully satisfying the task requirements.", "timestamp": "2026-10-02T04:17:12.969Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence: schema check, actor call, dataset retrieval — no redundant steps.", "timestamp": "2026-10-02T04:17:12.926Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned addresses and prices to identify the cheapest property at $195,000, confirmed by grounded PASS.", "timestamp": "2026-10-02T04:17:12.888Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set zipCodes=['85251'], priceMax=800000, resultsLimit=10, forSaleByAgent=true, forSaleByOwner=false, forRent=false, sold=false — all required fields correctly populated as confirmed by the requiredFlags PASS.", "timestamp": "2026-10-02T04:17:12.838Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-02T04:17:12.785Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:07:08.664Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-02T04:07:08.624Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-10-02T04:07:08.589Z", "metadata": {} }, "check.tenResults": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-02T04:07:08.551Z", "metadata": {} }, "check.priceCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): priceMax", "timestamp": "2026-10-02T04:07:08.515Z", "metadata": {} }, "check.requiredFlags": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-02T04:07:08.480Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:07:08.445Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/zillow-zip-search", "timestamp": "2026-10-02T04:07:08.363Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{1,3},\\d{3}/", "timestamp": "2026-10-02T04:07:08.279Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent correctly reported 10 results retrieved, identified the cheapest property as 6125 E INDIAN SCHOOL Road #113, Scottsdale, AZ 85251 at $195,000, fully satisfying the task requirements." }, { "scenarioId": "zillow-zip-search-discovery-scottsdale", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:06:59.863Z", "day": "2026-10-02", "traceId": "8538067d67dcae8b164011e94697246e", "observationId": "1cdcd8b2a7437a11", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8538067d67dcae8b164011e94697246e?observation=1cdcd8b2a7437a11", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "find", "title": "zillow-zip-search / find / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used lergassy/zillow-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-02T04:17:15.048Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used lergassy/zillow-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-02T04:17:14.927Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "lergassy/zillow-scraper", "comment": "Actors the agent ran: lergassy/zillow-scraper", "timestamp": "2026-10-02T04:17:14.887Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-02T04:17:14.836Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-02T04:17:14.790Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used lergassy/zillow-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-02T04:17:14.726Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-02T04:17:14.688Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent provided 10 real addresses with prices in ZIP 85251 under $800,000 and ended with 'Actor: lergassy/zillow-scraper', but the deterministic checks confirm the wrong actor was used (lergassy instead of maxcopell/zillow), so the namedActor check fails.", "timestamp": "2026-10-02T04:17:14.633Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: search, fetch details, run actor, get results — a direct and efficient path with no redundant steps.", "timestamp": "2026-10-02T04:17:14.594Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items with address and price fields and accurately reported all 10 in the final answer without inventing any data.", "timestamp": "2026-10-02T04:17:14.543Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input correctly specified listingType='forSale', locations=['85251'], priceMax=800000, maxItems=10, and sort='priceLow', which are all well-formed and sensible for the task.", "timestamp": "2026-10-02T04:17:14.499Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task, but selected lergassy/zillow-scraper instead of the intended maxcopell/zillow-zip-search actor, which is a discovery failure.", "timestamp": "2026-10-02T04:17:14.441Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:07:33.913Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-02T04:07:33.879Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:07:33.805Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"maxcopell/zillow\"", "timestamp": "2026-10-02T04:07:33.754Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used lergassy/zillow-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-02T04:07:33.670Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "lergassy/zillow-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used lergassy/zillow-scraper; expected ^maxcopell/zillow" }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:07:08.701Z", "day": "2026-10-02", "traceId": "79a61739ccf43b563dfde1116bdf9335", "observationId": "fb3397e91e083688", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/79a61739ccf43b563dfde1116bdf9335?observation=fb3397e91e083688", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent provided the follower count (104,288,406), average likes per recent post (324,844), and a coherent one-sentence interpretation of engagement level, all grounded in retrieved data as confirmed by the deterministic checks.", "timestamp": "2026-10-02T04:17:08.529Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent provided the follower count (104,288,406), average likes per recent post (324,844), and a coherent one-sentence interpretation of engagement level, all grounded in retrieved data as confirmed by the deterministic checks.", "timestamp": "2026-10-02T04:17:08.473Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-02T04:17:08.406Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-02T04:17:08.355Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right Actor, used correct inputs, utilized retrieved data, ran efficiently, and delivered a complete answer grounded in the scraped data.", "timestamp": "2026-10-02T04:17:08.308Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-02T04:17:08.252Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent provided the follower count (104,288,406), average likes per recent post (324,844), and a coherent one-sentence interpretation of engagement level, all grounded in retrieved data as confirmed by the deterministic checks.", "timestamp": "2026-10-02T04:17:08.199Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two parallel Actor calls (profile details and posts simultaneously) and then two parallel dataset fetches, which is an efficient approach with no redundant steps.", "timestamp": "2026-10-02T04:17:08.144Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved followersCount=104,288,406 from the profile dataset and computed average likes from the 17-20 posts returned, with the grounded check confirming both numbers appear in Actor output.", "timestamp": "2026-10-02T04:17:08.096Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used correct inputs: resultsType='details' with the NASA profile URL for follower count, and resultsType='posts' with resultsLimit=20 for recent posts.", "timestamp": "2026-10-02T04:17:08.032Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used apify/instagram-scraper for both profile details and recent posts, which is the intended Actor for this task.", "timestamp": "2026-10-02T04:17:07.980Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:08:23.250Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-02T04:08:23.215Z", "metadata": {} }, "check.followers": { "value": 1, "stringValue": null, "comment": "PASS: followersCount within 2%", "timestamp": "2026-10-02T04:08:23.176Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 2 numbers found in Actor output", "timestamp": "2026-10-02T04:08:23.137Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): directUrls[0]", "timestamp": "2026-10-02T04:08:23.105Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:08:23.071Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-10-02T04:08:23.028Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-10-02T04:08:22.986Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent provided the follower count (104,288,406), average likes per recent post (324,844), and a coherent one-sentence interpretation of engagement level, all grounded in retrieved data as confirmed by the deterministic checks." }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:07:33.950Z", "day": "2026-10-02", "traceId": "0fe782f709775248cc1da79512ac65af", "observationId": "56cf1daf22ac22b4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0fe782f709775248cc1da79512ac65af?observation=56cf1daf22ac22b4", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-02T04:17:05.421Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-02T04:17:05.312Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/instagram-post-scraper", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-02T04:17:05.224Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-02T04:17:05.173Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-02T04:17:05.109Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-02T04:17:05.054Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-02T04:17:04.992Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent retrieved 3 posts and reported the correct count, but used the wrong actor (apify/instagram-post-scraper instead of apify/instagram-scraper), so the namedActor and rightActor checks both FAIL, meaning the task was not completed as specified.", "timestamp": "2026-10-02T04:17:04.944Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: search, fetch details, call actor — no redundant calls.", "timestamp": "2026-10-02T04:17:04.888Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent reported 'Posts: 3' directly from the dataset itemCount=3 returned by the actor run, not invented.", "timestamp": "2026-10-02T04:17:04.843Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input used username=['nasa'], resultsLimit=3, and dataDetailLevel='basicData', which are well-formed and correct for the chosen actor's schema.", "timestamp": "2026-10-02T04:17:04.769Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, and call-actor, which are appropriate tools for the task, but selected apify/instagram-post-scraper instead of the intended apify/instagram-scraper (rightActor check: FAIL).", "timestamp": "2026-10-02T04:17:04.706Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:08:01.762Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-02T04:08:01.715Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:08:01.672Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-02T04:08:01.574Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-02T04:08:01.487Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/instagram-post-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper" }, { "scenarioId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:07:44.668Z", "day": "2026-10-02", "traceId": "401263a8aab423caafb80c8a84bc3d03", "observationId": "9bcb350f0fbfb437", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/401263a8aab423caafb80c8a84bc3d03?observation=9bcb350f0fbfb437", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "use", "title": "instagram-reel / use / natgeo-skip-pinned", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer reports the first sentence, play count, and duration for all 3 reels, grounded in the retrieved dataset items as confirmed by the deterministic checks.", "timestamp": "2026-10-02T04:17:02.960Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer reports the first sentence, play count, and duration for all 3 reels, grounded in the retrieved dataset items as confirmed by the deterministic checks.", "timestamp": "2026-10-02T04:17:02.906Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-02T04:17:02.856Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-02T04:17:02.813Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor used, correct inputs provided, data properly retrieved and reported.", "timestamp": "2026-10-02T04:17:02.772Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-02T04:17:02.712Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports the first sentence, play count, and duration for all 3 reels, grounded in the retrieved dataset items as confirmed by the deterministic checks.", "timestamp": "2026-10-02T04:17:02.665Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls (fetch details, run actor, get items) with no redundant steps.", "timestamp": "2026-10-02T04:17:02.625Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 8 numbers (play counts and durations) were found in Actor output, and captions match the dataset items retrieved.", "timestamp": "2026-10-02T04:17:02.536Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-reel-scraper with username=['natgeo'], resultsLimit=3, and skipPinnedPosts=true, matching all task requirements.", "timestamp": "2026-10-02T04:17:02.448Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-02T04:17:02.406Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:08:22.376Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-02T04:08:22.341Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 8 numbers found in Actor output", "timestamp": "2026-10-02T04:08:22.305Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-02T04:08:22.266Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-02T04:08:22.225Z", "metadata": {} }, "check.threeReels": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-02T04:08:22.181Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-02T04:08:22.094Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:08:22.057Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-02T04:08:21.980Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer reports the first sentence, play count, and duration for all 3 reels, grounded in the retrieved dataset items as confirmed by the deterministic checks." }, { "scenarioId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:08:01.802Z", "day": "2026-10-02", "traceId": "8a19516598d2ed2a2bac28723ecf131b", "observationId": "bf57346c87dc1658", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8a19516598d2ed2a2bac28723ecf131b?observation=bf57346c87dc1658", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "find", "title": "instagram-reel / find / natgeo-reels-shares", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-02T04:17:04.541Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-02T04:17:04.439Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-reel-scraper", "timestamp": "2026-10-02T04:17:04.383Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-02T04:17:04.338Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-02T04:17:04.298Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The full dataset was retrieved and the agent read the file, but failed to locate and report the sharesCount field. The agent concluded share counts were unavailable despite the Actor run succeeding with includeSharesCount=true. The agent should have searched the full JSON output for the shares/sharesCount field rather than giving up.", "timestamp": "2026-10-02T04:17:04.258Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-02T04:17:04.209Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported captions and play counts correctly from real data, but failed to report share counts despite the sharesFlag check passing (includeSharesCount was set), claiming 'Data not available in response' without properly searching the full dataset for the sharesCount field.", "timestamp": "2026-10-02T04:17:04.159Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, get-dataset-items (twice), and Read - a reasonable sequence with only one minor extra step (fetching 1 item before fetching all 3).", "timestamp": "2026-10-02T04:17:04.122Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The initial run preview showed only 1 item but the agent correctly fetched all 3 items by reading the full persisted output file.", "timestamp": "2026-10-02T04:17:04.081Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent read the full dataset file and extracted real captions and play counts from the retrieved data (e.g., 'Some people leave the world better than they found it.' with 716,400 plays), but failed to find and report the share count field despite it being present in the data.", "timestamp": "2026-10-02T04:17:04.018Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with username=['natgeo'], resultsLimit=3, and includeSharesCount=true, which are all correct inputs matching the task requirements.", "timestamp": "2026-10-02T04:17:03.966Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-reel-scraper, the official Apify Actor for Instagram Reels, which was the intended subject.", "timestamp": "2026-10-02T04:17:03.920Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:09:07.041Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-02T04:09:06.950Z", "metadata": {} }, "check.sharesFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeSharesCount", "timestamp": "2026-10-02T04:09:06.916Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:09:06.878Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-reel-scraper\"", "timestamp": "2026-10-02T04:09:06.845Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-02T04:09:06.794Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-usage-natgeo-about-section", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:08:22.421Z", "day": "2026-10-02", "traceId": "d762ad53d9574324c97b6b8ed0d76f81", "observationId": "e2f325b59c4308f6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d762ad53d9574324c97b6b8ed0d76f81?observation=e2f325b59c4308f6", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "use", "title": "instagram-profile / use / natgeo-about-section", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly reported that country information was not available in the scraped data (the about section fields like country were not present in the output), fulfilling the task as completely as the data allowed.", "timestamp": "2026-10-02T04:16:59.446Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly reported that country information was not available in the scraped data (the about section fields like country were not present in the output), fulfilling the task as completely as the data allowed.", "timestamp": "2026-10-02T04:16:59.404Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-02T04:16:59.366Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-02T04:16:59.320Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly selected the actor, provided proper inputs, utilized retrieved data accurately, and reported the country field as unavailable when it was not present in the scraped output.", "timestamp": "2026-10-02T04:16:59.279Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-02T04:16:59.236Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly reported that country information was not available in the scraped data (the about section fields like country were not present in the output), fulfilling the task as completely as the data allowed.", "timestamp": "2026-10-02T04:16:59.202Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made an extra get-dataset-items call (first with specific fields, then without fields to get all data) and then a Read call to inspect the full output, which added some redundancy but was reasonable given the large output size.", "timestamp": "2026-10-02T04:16:59.166Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the biography 'Step into wonder and find your inner explorer with National Geographic 🌎' and isBusinessAccount=true from the retrieved dataset items, not from invented data.", "timestamp": "2026-10-02T04:16:59.125Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-profile-scraper with usernames=['natgeo'] and includeAboutSection=true, which matches all required and recommended inputs per the deterministic checks (usernameInput: PASS, aboutSection: PASS).", "timestamp": "2026-10-02T04:16:59.055Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, and Read tools, which are appropriate for running the apify/instagram-profile-scraper and retrieving results.", "timestamp": "2026-10-02T04:16:59.017Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:09:16.259Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-02T04:09:16.208Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-02T04:09:16.172Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-02T04:09:16.121Z", "metadata": {} }, "check.aboutSection": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeAboutSection", "timestamp": "2026-10-02T04:09:16.079Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): usernames[0]", "timestamp": "2026-10-02T04:09:16.042Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:09:16.004Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-02T04:09:15.946Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly reported that country information was not available in the scraped data (the about section fields like country were not present in the output), fulfilling the task as completely as the data allowed." }, { "scenarioId": "instagram-profile-scraper-discovery-natgeo-verified", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:08:23.284Z", "day": "2026-10-02", "traceId": "9aed59128dd8a3d9c42d65a6aae13fc6", "observationId": "e8288697fbff0261", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9aed59128dd8a3d9c42d65a6aae13fc6?observation=e8288697fbff0261", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "find", "title": "instagram-profile / find / natgeo-verified", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer correctly reports that @natgeo is verified, quotes the exact bio from the retrieved data, and ends with 'Actor: apify/instagram-profile-scraper' as required.", "timestamp": "2026-10-02T04:16:56.120Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer correctly reports that @natgeo is verified, quotes the exact bio from the retrieved data, and ends with 'Actor: apify/instagram-profile-scraper' as required.", "timestamp": "2026-10-02T04:16:56.082Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-profile-scraper", "timestamp": "2026-10-02T04:16:56.044Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-02T04:16:56.008Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-02T04:16:55.966Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent found the correct Actor, used proper inputs, retrieved real data, and delivered a complete and accurate answer.", "timestamp": "2026-10-02T04:16:55.928Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-02T04:16:55.893Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer correctly reports that @natgeo is verified, quotes the exact bio from the retrieved data, and ends with 'Actor: apify/instagram-profile-scraper' as required.", "timestamp": "2026-10-02T04:16:55.859Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: search-actors, fetch-actor-details, call-actor, get-dataset-items — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-02T04:16:55.825Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the retrieved data from the dataset: verified=true and biography='Step into wonder and find your inner explorer with National Geographic 🌎', reporting them accurately in the final answer.", "timestamp": "2026-10-02T04:16:55.771Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed {\"usernames\": [\"natgeo\"]} to the Actor, which matches the required input schema (usernames is a required array field), and then fetched dataset items with the correct datasetId and relevant fields.", "timestamp": "2026-10-02T04:16:55.736Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-profile-scraper, the appropriate Actor for retrieving Instagram profile information including verification status and bio.", "timestamp": "2026-10-02T04:16:55.698Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:09:04.835Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-02T04:09:04.795Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:09:04.715Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-profile-scraper\"", "timestamp": "2026-10-02T04:09:04.639Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-02T04:09:04.555Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer correctly reports that @natgeo is verified, quotes the exact bio from the retrieved data, and ends with 'Actor: apify/instagram-profile-scraper' as required." }, { "scenarioId": "instagram-post-scraper-usage-natgeo-three-posts", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:08:26.663Z", "day": "2026-10-02", "traceId": "a35c5ae524629b3285cb440504f3ef4a", "observationId": "cfda68361e19e195", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a35c5ae524629b3285cb440504f3ef4a?observation=cfda68361e19e195", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "use", "title": "instagram-post / use / natgeo-three-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 3 posts with correct first sentences and like counts drawn from the retrieved data, fulfilling the task completely.", "timestamp": "2026-10-02T04:16:55.209Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 3 posts with correct first sentences and like counts drawn from the retrieved data, fulfilling the task completely.", "timestamp": "2026-10-02T04:16:55.178Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-02T04:16:55.142Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-02T04:16:55.110Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, provided correct inputs, used retrieved data faithfully, and delivered a complete grounded answer.", "timestamp": "2026-10-02T04:16:55.074Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-02T04:16:55.037Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 3 posts with correct first sentences and like counts drawn from the retrieved data, fulfilling the task completely.", "timestamp": "2026-10-02T04:16:55.001Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run actor, retrieve dataset items — no redundant calls.", "timestamp": "2026-10-02T04:16:54.965Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 9 numbers (like counts) in the final answer were found in the Actor output, and captions match the retrieved dataset items.", "timestamp": "2026-10-02T04:16:54.924Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-post-scraper with username=['natgeo'], resultsLimit=3, skipPinnedPosts=true, and dataDetailLevel='detailedData', all of which are correct and well-formed inputs.", "timestamp": "2026-10-02T04:16:54.889Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-02T04:16:54.848Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:09:06.374Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-02T04:09:06.337Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 9 numbers found in Actor output", "timestamp": "2026-10-02T04:09:06.306Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-02T04:09:06.267Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-02T04:09:06.233Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-02T04:09:06.195Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-02T04:09:06.157Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:09:06.116Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-02T04:09:06.074Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 3 posts with correct first sentences and like counts drawn from the retrieved data, fulfilling the task completely." }, { "scenarioId": "instagram-post-scraper-discovery-natgeo-latest-post", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:08:28.928Z", "day": "2026-10-02", "traceId": "f66eb31799bbbfa7c8c2174ecdca0f39", "observationId": "c1f6a0a5bc7491e2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f66eb31799bbbfa7c8c2174ecdca0f39?observation=c1f6a0a5bc7491e2", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "find", "title": "instagram-post / find / natgeo-latest-post", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence of the caption ('Presented by @Rolex.'), the comment count (515), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data.", "timestamp": "2026-10-02T04:16:53.279Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence of the caption ('Presented by @Rolex.'), the comment count (515), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data.", "timestamp": "2026-10-02T04:16:53.242Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-02T04:16:53.201Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-02T04:16:53.159Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-02T04:16:53.127Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered, ran, and reported results from apify/instagram-post-scraper.", "timestamp": "2026-10-02T04:16:53.093Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-02T04:16:53.053Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence of the caption ('Presented by @Rolex.'), the comment count (515), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data.", "timestamp": "2026-10-02T04:16:53.016Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: search, fetch details, run actor, get results — no redundant calls.", "timestamp": "2026-10-02T04:16:52.982Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent extracted caption and commentsCount directly from the dataset items returned by get-dataset-items, reporting '515' comments and the first sentence from the actual caption.", "timestamp": "2026-10-02T04:16:52.942Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=['natgeo'], resultsLimit=1, and dataDetailLevel='detailedData' to the actor, and used the correct datasetId with relevant fields in get-dataset-items.", "timestamp": "2026-10-02T04:16:52.906Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for discovering and running the Instagram Post Scraper.", "timestamp": "2026-10-02T04:16:52.869Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:09:14.245Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-02T04:09:14.208Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:09:14.158Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-post-scraper\"", "timestamp": "2026-10-02T04:09:14.083Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-02T04:09:14.004Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence of the caption ('Presented by @Rolex.'), the comment count (515), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data." }, { "scenarioId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:09:04.877Z", "day": "2026-10-02", "traceId": "7a56c5633d4d0c71e7dfeb413655ddd9", "observationId": "b4096f0b7fc930c4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7a56c5633d4d0c71e7dfeb413655ddd9?observation=b4096f0b7fc930c4", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "use", "title": "instagram-hashtag / use / nasa-keyword-reels", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 5 reels with the first sentence of each caption and the like count (correctly noting hidden counts as 'Hidden' for -1 values), fully satisfying the task.", "timestamp": "2026-10-02T04:16:48.934Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 5 reels with the first sentence of each caption and the like count (correctly noting hidden counts as 'Hidden' for -1 values), fully satisfying the task.", "timestamp": "2026-10-02T04:16:48.889Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-02T04:16:48.851Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-02T04:16:48.816Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor selected, proper inputs provided, real data used, efficient plan, and complete answer delivered.", "timestamp": "2026-10-02T04:16:48.776Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-02T04:16:48.728Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 5 reels with the first sentence of each caption and the like count (correctly noting hidden counts as 'Hidden' for -1 values), fully satisfying the task.", "timestamp": "2026-10-02T04:16:48.693Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch details, run actor, retrieve items — no redundant calls.", "timestamp": "2026-10-02T04:16:48.630Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 8 numbers (like counts) found in Actor output, and captions match the dataset preview exactly — no invented data.", "timestamp": "2026-10-02T04:16:48.591Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with hashtags=['nasa'], keywordSearch=true, resultsType='reels', resultsLimit=5, all matching the required input schema and task requirements.", "timestamp": "2026-10-02T04:16:48.549Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-02T04:16:48.510Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:09:43.996Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-02T04:09:43.962Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 8 numbers found in Actor output", "timestamp": "2026-10-02T04:09:43.913Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-02T04:09:43.874Z", "metadata": {} }, "check.fiveResults": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-02T04:09:43.835Z", "metadata": {} }, "check.reelsType": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsType", "timestamp": "2026-10-02T04:09:43.796Z", "metadata": {} }, "check.keywordMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): keywordSearch", "timestamp": "2026-10-02T04:09:43.757Z", "metadata": {} }, "check.keywordInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): hashtags[0]", "timestamp": "2026-10-02T04:09:43.716Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:09:43.682Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-10-02T04:09:43.646Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 5 reels with the first sentence of each caption and the like count (correctly noting hidden counts as 'Hidden' for -1 values), fully satisfying the task." }, { "scenarioId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:09:06.407Z", "day": "2026-10-02", "traceId": "1e5e1898edcfca6e1e2c51dbd0b8b646", "observationId": "96890ceac4af8bb6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1e5e1898edcfca6e1e2c51dbd0b8b646?observation=96890ceac4af8bb6", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "find", "title": "instagram-hashtag / find / nasa-hashtag", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 5 posts with account names and post summaries grounded in retrieved data, and ended with exactly 'Actor: apify/instagram-hashtag-scraper' as required.", "timestamp": "2026-10-02T04:16:46.892Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 5 posts with account names and post summaries grounded in retrieved data, and ended with exactly 'Actor: apify/instagram-hashtag-scraper' as required.", "timestamp": "2026-10-02T04:16:46.853Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-hashtag-scraper", "timestamp": "2026-10-02T04:16:46.816Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-02T04:16:46.776Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-02T04:16:46.736Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent successfully discovered the correct actor, ran it with proper inputs, retrieved real data, and produced a complete answer.", "timestamp": "2026-10-02T04:16:46.699Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-02T04:16:46.655Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 5 posts with account names and post summaries grounded in retrieved data, and ended with exactly 'Actor: apify/instagram-hashtag-scraper' as required.", "timestamp": "2026-10-02T04:16:46.618Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search calls (first for 'Instagram posts', then for 'Instagram hashtag') before finding the right actor, which was a minor inefficiency, but overall the plan was direct: search, fetch details, run actor, get items.", "timestamp": "2026-10-02T04:16:46.548Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned ownerUsername, ownerFullName, and caption fields to populate the final answer with real data from the 5 retrieved posts.", "timestamp": "2026-10-02T04:16:46.510Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed hashtags=['nasa'], resultsType='posts', resultsLimit=5 which are all valid inputs matching the schema requirements.", "timestamp": "2026-10-02T04:16:46.471Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-hashtag-scraper, the appropriate tool for finding posts by hashtag, confirmed by the PASS on rightActor.", "timestamp": "2026-10-02T04:16:46.433Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:09:50.315Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-02T04:09:50.274Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:09:50.233Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-hashtag-scraper\"", "timestamp": "2026-10-02T04:09:50.191Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-10-02T04:09:50.151Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 5 posts with account names and post summaries grounded in retrieved data, and ended with exactly 'Actor: apify/instagram-hashtag-scraper' as required." }, { "scenarioId": "facebook-posts-scraper-usage-nasa-engagement", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:09:07.077Z", "day": "2026-10-02", "traceId": "8fd566d26140b99924b555943f70c2f5", "observationId": "c4ce30e7224eed1e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8fd566d26140b99924b555943f70c2f5?observation=c4ce30e7224eed1e", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "use", "title": "facebook-posts / use / nasa-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 5 posts with first sentences and reaction counts grounded in retrieved data, correctly noting that posts 3 and 5 had no text content (media-only posts).", "timestamp": "2026-10-02T04:16:45.318Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 5 posts with first sentences and reaction counts grounded in retrieved data, correctly noting that posts 3 and 5 had no text content (media-only posts).", "timestamp": "2026-10-02T04:16:45.285Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-02T04:16:45.250Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-02T04:16:45.217Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified the actor, provided proper inputs, retrieved real data, and reported accurate results.", "timestamp": "2026-10-02T04:16:45.178Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-02T04:16:45.140Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 5 posts with first sentences and reaction counts grounded in retrieved data, correctly noting that posts 3 and 5 had no text content (media-only posts).", "timestamp": "2026-10-02T04:16:45.108Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve dataset — no redundant calls.", "timestamp": "2026-10-02T04:16:45.061Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted post text and topReactionsCount values from the dataset items returned by get-dataset-items, all grounded in actual retrieved data.", "timestamp": "2026-10-02T04:16:45.024Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed startUrls with the NASA Facebook URL and resultsLimit=5, matching the schema requirements; dataset retrieval used the correct datasetId and relevant fields.", "timestamp": "2026-10-02T04:16:44.989Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-02T04:16:44.943Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:09:43.686Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-02T04:09:43.639Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-10-02T04:09:43.604Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-02T04:09:43.570Z", "metadata": {} }, "check.fivePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-02T04:09:43.528Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-02T04:09:43.491Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:09:43.456Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-02T04:09:43.379Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{2,}/", "timestamp": "2026-10-02T04:09:43.295Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 5 posts with first sentences and reaction counts grounded in retrieved data, correctly noting that posts 3 and 5 had no text content (media-only posts)." }, { "scenarioId": "facebook-posts-scraper-discovery-nasa-page", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:09:14.280Z", "day": "2026-10-02", "traceId": "8a5c960fcbc7d73088a2a792a7e043c9", "observationId": "5434748dd99c2419", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8a5c960fcbc7d73088a2a792a7e043c9?observation=5434748dd99c2419", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "find", "title": "facebook-posts / find / nasa-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned all 5 posts with text and reaction counts from NASA's Facebook page, ending with 'Actor: apify/facebook-posts-scraper' as required.", "timestamp": "2026-10-02T04:16:47.623Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned all 5 posts with text and reaction counts from NASA's Facebook page, ending with 'Actor: apify/facebook-posts-scraper' as required.", "timestamp": "2026-10-02T04:16:47.584Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/facebook-posts-scraper", "timestamp": "2026-10-02T04:16:47.542Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-02T04:16:47.511Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-02T04:16:47.477Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first call-actor invocation passed startUrls as an array of plain strings ([\"https://www.facebook.com/NASA\"]) instead of an array of objects ([{\"url\": \"https://www.facebook.com/NASA\"}]), causing a CALL-FAILED run due to input validation failure. The schema clearly requires items to be objects with a 'url' property.", "timestamp": "2026-10-02T04:16:47.437Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-02T04:16:47.395Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned all 5 posts with text and reaction counts from NASA's Facebook page, ending with 'Actor: apify/facebook-posts-scraper' as required.", "timestamp": "2026-10-02T04:16:47.334Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search, fetch-details, call-actor (failed), call-actor (succeeded), get-dataset-items — a reasonable path with only one extra call due to input correction.", "timestamp": "2026-10-02T04:16:47.294Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'must be object' validation error, the agent correctly reformatted startUrls from [{url string}] to [{url: string}] and reran successfully.", "timestamp": "2026-10-02T04:16:47.252Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from run DPSwaUB85i4kVK2al and directly reported the text and reaction counts from the actual tool results without inventing data.", "timestamp": "2026-10-02T04:16:47.211Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call used startUrls as a plain array of strings which failed validation; the agent immediately corrected it to an array of objects with {url: ...} format, which succeeded.", "timestamp": "2026-10-02T04:16:47.175Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/facebook-posts-scraper, the intended Actor for scraping Facebook page posts.", "timestamp": "2026-10-02T04:16:47.133Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:10:00.644Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-02T04:10:00.608Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/facebook-posts-scraper run : CALL-FAILED", "timestamp": "2026-10-02T04:10:00.571Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-posts-scraper\"", "timestamp": "2026-10-02T04:10:00.517Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-02T04:10:00.473Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "PASS: The agent returned all 5 posts with text and reaction counts from NASA's Facebook page, ending with 'Actor: apify/facebook-posts-scraper' as required." }, { "scenarioId": "facebook-groups-scraper-usage-recent-activity", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:09:16.295Z", "day": "2026-10-02", "traceId": "27e429d3b49a89529a4b0c12329cba38", "observationId": "f403d0553a3fc17c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/27e429d3b49a89529a4b0c12329cba38?observation=f403d0553a3fc17c", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "use", "title": "facebook-groups / use / recent-activity", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 3 posts with their text content and comment counts (all 0), grounded in the retrieved dataset items, fulfilling the task requirements.", "timestamp": "2026-10-02T04:16:39.903Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 3 posts with their text content and comment counts (all 0), grounded in the retrieved dataset items, fulfilling the task requirements.", "timestamp": "2026-10-02T04:16:39.870Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-02T04:16:39.836Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-02T04:16:39.797Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor used, correct inputs provided, results properly utilized, efficient plan, and task fully completed with grounded data.", "timestamp": "2026-10-02T04:16:39.755Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-02T04:16:39.725Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 3 posts with their text content and comment counts (all 0), grounded in the retrieved dataset items, fulfilling the task requirements.", "timestamp": "2026-10-02T04:16:39.688Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run actor, retrieve dataset items — no redundant calls.", "timestamp": "2026-10-02T04:16:39.639Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 7 numbers found in Actor output, and the agent's answer reflects actual post text and commentsCount=0 values from the dataset items.", "timestamp": "2026-10-02T04:16:39.597Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/facebook-groups-scraper with startUrls set to the correct group URL, resultsLimit=3, and viewOption='RECENT_ACTIVITY', all matching the task requirements.", "timestamp": "2026-10-02T04:16:39.526Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-02T04:16:39.488Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:09:50.186Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-02T04:09:50.150Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 7 numbers found in Actor output", "timestamp": "2026-10-02T04:09:50.112Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-02T04:09:50.072Z", "metadata": {} }, "check.sortOrder": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): viewOption", "timestamp": "2026-10-02T04:09:50.034Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-02T04:09:49.979Z", "metadata": {} }, "check.groupUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-02T04:09:49.940Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:09:49.900Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-10-02T04:09:49.853Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 3 posts with their text content and comment counts (all 0), grounded in the retrieved dataset items, fulfilling the task requirements." }, { "scenarioId": "facebook-groups-scraper-discovery-public-group-posts", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:09:43.763Z", "day": "2026-10-02", "traceId": "b49efa4e844d198aec0971b97adc0825", "observationId": "6614faccf58239e4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b49efa4e844d198aec0971b97adc0825?observation=6614faccf58239e4", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "find", "title": "facebook-groups / find / public-group-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent successfully retrieved 3 posts from the Facebook group and accurately described all three as welcome-new-members posts from AllMath, grounded in the actual retrieved data, and ended with the required 'Actor: apify/facebook-groups-scraper' line.", "timestamp": "2026-10-02T04:16:36.789Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent successfully retrieved 3 posts from the Facebook group and accurately described all three as welcome-new-members posts from AllMath, grounded in the actual retrieved data, and ended with the required 'Actor: apify/facebook-groups-scraper' line.", "timestamp": "2026-10-02T04:16:36.747Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/facebook-groups-scraper", "timestamp": "2026-10-02T04:16:36.713Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-02T04:16:36.682Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-02T04:16:36.646Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first call-actor invocation passed startUrls as an array of plain strings ([\"https://...\"] instead of [{\"url\": \"https://...\"}]), causing an input validation failure. The schema clearly requires array of objects with a url property, so better schema documentation or clearer error guidance could prevent this initial failure.", "timestamp": "2026-10-02T04:16:36.599Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-02T04:16:36.565Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent successfully retrieved 3 posts from the Facebook group and accurately described all three as welcome-new-members posts from AllMath, grounded in the actual retrieved data, and ended with the required 'Actor: apify/facebook-groups-scraper' line.", "timestamp": "2026-10-02T04:16:36.527Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search-actors calls (one specific, one broader) before finding the right actor, which added a minor unnecessary step, but overall the path was reasonably direct with only one failed actor call due to input format.", "timestamp": "2026-10-02T04:16:36.494Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with input validation error (startUrls must be array of objects, not strings), the agent immediately corrected the input format and reran successfully.", "timestamp": "2026-10-02T04:16:36.460Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the successful run and used the actual post text, timestamps, and author names from the tool results to describe each post.", "timestamp": "2026-10-02T04:16:36.422Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call used startUrls as an array of strings which failed validation; the agent then corrected it to an array of objects with {url: ...} format and added resultsLimit:3, which succeeded.", "timestamp": "2026-10-02T04:16:36.384Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched the Apify store and correctly identified apify/facebook-groups-scraper as the appropriate official actor for scraping Facebook group posts.", "timestamp": "2026-10-02T04:16:36.298Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:10:31.005Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-02T04:10:30.969Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/facebook-groups-scraper run : CALL-FAILED", "timestamp": "2026-10-02T04:10:30.935Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-groups-scraper\"", "timestamp": "2026-10-02T04:10:30.898Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-10-02T04:10:30.860Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "PASS: The agent successfully retrieved 3 posts from the Facebook group and accurately described all three as welcome-new-members posts from AllMath, grounded in the actual retrieved data, and ended with the required 'Actor: apify/facebook-groups-scraper' line." }, { "scenarioId": "facebook-ads-scraper-usage-nike-last-30-days", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:09:44.035Z", "day": "2026-10-02", "traceId": "1538d139bff4732967e0a39a0ff14faf", "observationId": "b783ee823e72ac2f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1538d139bff4732967e0a39a0ff14faf?observation=b783ee823e72ac2f", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "use", "title": "facebook-ads / use / nike-last-30-days", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-02T04:16:37.427Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-02T04:16:37.338Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-02T04:16:37.302Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-02T04:16:37.268Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The agent misreported the count as '10 unique ads' when the dataset contained 20 items (confirmed by facts: '20 dataset items' and get-dataset-items returned itemCount=20). Additionally, the agent failed to notice that the intermediate get-actor-run result showed only 10 items while the final dataset had 20, leading to the wrong count in the final answer. The Actor succeeded and returned data; the failure is in the agent's reasoning about the item count.", "timestamp": "2026-10-02T04:16:37.234Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-02T04:16:37.078Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The facts confirm 20 dataset items were retrieved, but the agent reported '10 unique ads' instead of 20, and the reach/spend data were null so the agent could not report real reach data as requested — the task asked to 'report reach data' which was unavailable.", "timestamp": "2026-10-02T04:16:37.040Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: fetch details, call actor, poll for completion, retrieve items — no redundant calls.", "timestamp": "2026-10-02T04:16:37.004Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used real data from the dataset: body text like 'Bring sports more fully into your day with the Nike App.' and dates from the actual retrieved items, and correctly noted that reachEstimate and spend were null in the data.", "timestamp": "2026-10-02T04:16:36.967Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/facebook-ads-scraper with startUrls set to the Nike Facebook page, resultsLimit=20, isDetailsPerAd=true, and onlyAdsNewerThan='30 days' — all correct inputs matching the task requirements.", "timestamp": "2026-10-02T04:16:36.925Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-02T04:16:36.888Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:11:18.605Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-02T04:11:18.567Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 4 numbers found in Actor output", "timestamp": "2026-10-02T04:11:18.530Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-02T04:11:18.486Z", "metadata": {} }, "check.detailsFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): isDetailsPerAd", "timestamp": "2026-10-02T04:11:18.447Z", "metadata": {} }, "check.twentyAds": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-02T04:11:18.410Z", "metadata": {} }, "check.dateRange": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): onlyAdsNewerThan", "timestamp": "2026-10-02T04:11:18.369Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-02T04:11:18.284Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:11:18.189Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-ads-scraper", "timestamp": "2026-10-02T04:11:18.149Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-02T04:11:18.069Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "facebook-ads-scraper-discovery-nike-ad-library", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:09:50.218Z", "day": "2026-10-02", "traceId": "97b4ff3a01bcf16399aaee1ffdc34ecb", "observationId": "2d644e3627ebe938", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/97b4ff3a01bcf16399aaee1ffdc34ecb?observation=2d644e3627ebe938", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "find", "title": "facebook-ads / find / nike-ad-library", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used adside/meta-ad-library-ads-scraper, webdatalabs/meta-ad-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-02T04:16:37.350Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used adside/meta-ad-library-ads-scraper, webdatalabs/meta-ad-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-02T04:16:37.266Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "adside/meta-ad-library-ads-scraper", "comment": "Actors the agent ran: adside/meta-ad-library-ads-scraper, webdatalabs/meta-ad-library-scraper", "timestamp": "2026-10-02T04:16:37.230Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-02T04:16:37.062Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-02T04:16:37.022Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used adside/meta-ad-library-ads-scraper, webdatalabs/meta-ad-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-02T04:16:36.944Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-02T04:16:36.909Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required looking up ads for facebook.com/nike specifically, but the agent used a keyword search for 'Nike' returning unrelated advertisers (DramaBox, German lifestyle creator), and the example body text cited does not appear in the retrieved data preview, making the answer not grounded in Nike's actual ads.", "timestamp": "2026-10-02T04:16:36.869Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran adside/meta-ad-library-ads-scraper twice (once with active, once with all statuses) before switching actors, adding an unnecessary extra run, but the overall path was reasonable given the zero-result situation.", "timestamp": "2026-10-02T04:16:36.832Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When adside/meta-ad-library-ads-scraper returned 0 items twice, the agent correctly pivoted to trying webdatalabs/meta-ad-library-scraper as an alternative.", "timestamp": "2026-10-02T04:16:36.796Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items from webdatalabs/meta-ad-library-scraper and cited actual ad content from the results (DramaBox ads, German lifestyle creator ads), though the example body text 'This colorway has me obsessed' is not visible in the preview and may be invented or from a truncated portion.", "timestamp": "2026-10-02T04:16:36.751Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "For adside/meta-ad-library-ads-scraper the agent correctly passed page_id='79425433' and limit=10; for webdatalabs/meta-ad-library-scraper it used searchQueries=['Nike'] and maxAds=10, which is a keyword search rather than the facebook.com/nike page URL lookup requested.", "timestamp": "2026-10-02T04:16:36.664Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Meta Ad Library actors and found adside/meta-ad-library-ads-scraper and webdatalabs/meta-ad-library-scraper, but missed the intended apify/facebook-ads-scraper; the deterministic check confirms rightActor FAIL.", "timestamp": "2026-10-02T04:16:36.627Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:11:24.230Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-02T04:11:24.194Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 3 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:11:24.127Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-ads-scraper\"", "timestamp": "2026-10-02T04:11:24.089Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used adside/meta-ad-library-ads-scraper, webdatalabs/meta-ad-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-02T04:11:24.039Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "adside/meta-ad-library-ads-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used adside/meta-ad-library-ads-scraper, webdatalabs/meta-ad-library-scraper; expected apify/facebook-ads-scraper" }, { "scenarioId": "tripadvisor-usage-rome-restaurants", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:09:50.352Z", "day": "2026-10-02", "traceId": "b43f9ae720bc2ec286892a2409114d5e", "observationId": "32466777f5ee081e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b43f9ae720bc2ec286892a2409114d5e?observation=32466777f5ee081e", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "use", "title": "tripadvisor / use / rome-restaurants", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 10 restaurants with cuisine types, price ranges, and ratings, reported the count (10), and named the top restaurant (Cipasso, rating 4.9) — fully satisfying all task requirements with grounded data.", "timestamp": "2026-10-02T04:16:30.885Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 10 restaurants with cuisine types, price ranges, and ratings, reported the count (10), and named the top restaurant (Cipasso, rating 4.9) — fully satisfying all task requirements with grounded data.", "timestamp": "2026-10-02T04:16:30.845Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-02T04:16:30.804Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-02T04:16:30.770Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly identified and used the right actor, provided proper inputs, polled for completion, retrieved real data, and delivered a complete answer matching all task requirements.", "timestamp": "2026-10-02T04:16:30.738Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-02T04:16:30.695Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 restaurants with cuisine types, price ranges, and ratings, reported the count (10), and named the top restaurant (Cipasso, rating 4.9) — fully satisfying all task requirements with grounded data.", "timestamp": "2026-10-02T04:16:30.649Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: fetch-actor-details, call-actor, two get-actor-run polls (needed because the run was still in progress), and get-dataset-items — a reasonably direct path with no unnecessary repetition.", "timestamp": "2026-10-02T04:16:30.611Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor was still RUNNING after the first poll, so the agent correctly polled again with get-actor-run until it SUCCEEDED, then retrieved the data.", "timestamp": "2026-10-02T04:16:30.578Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items with fields name, cuisines, priceLevel, rating, numberOfReviews and directly reported the actual data returned, including real restaurant names, cuisines, price levels, and ratings from the dataset.", "timestamp": "2026-10-02T04:16:30.544Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set query='Rome', maxItemsPerQuery=10, includeRestaurants=true, includeHotels=false, includeAttractions=false — all correct inputs matching the task requirements and actor schema.", "timestamp": "2026-10-02T04:16:30.462Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the maxcopell/tripadvisor actor and retrieving results.", "timestamp": "2026-10-02T04:16:30.420Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:11:52.046Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-02T04:11:52.009Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 7 numbers found in Actor output", "timestamp": "2026-10-02T04:11:51.963Z", "metadata": {} }, "check.ratingField": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-02T04:11:51.925Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-02T04:11:51.888Z", "metadata": {} }, "check.restaurantsMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeRestaurants", "timestamp": "2026-10-02T04:11:51.854Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:11:51.787Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-02T04:11:51.747Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[3-5]\\.\\d\\b/", "timestamp": "2026-10-02T04:11:51.659Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved 10 restaurants with cuisine types, price ranges, and ratings, reported the count (10), and named the top restaurant (Cipasso, rating 4.9) — fully satisfying all task requirements with grounded data." }, { "scenarioId": "tripadvisor-discovery-barcelona-attractions", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:09:54.778Z", "day": "2026-10-02", "traceId": "49cd3e3b660c753d1c07d06711732ed6", "observationId": "e53d1e97b1786158", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/49cd3e3b660c753d1c07d06711732ed6?observation=e53d1e97b1786158", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "find", "title": "tripadvisor / find / barcelona-attractions", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-02T04:16:23.786Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-02T04:16:23.693Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "axlymxp/tripadvisor-attractions-scraper", "comment": "Actors the agent ran: axlymxp/tripadvisor-attractions-scraper", "timestamp": "2026-10-02T04:16:23.639Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-02T04:16:23.600Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-02T04:16:23.564Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-02T04:16:23.522Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-02T04:16:23.484Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent produced a complete comparison table of top 10 Barcelona attractions with ratings and review counts, but used the wrong actor (axlymxp/tripadvisor-attractions-scraper instead of maxcopell/tripadvisor), so the namedActor and rightActor checks both FAIL.", "timestamp": "2026-10-02T04:16:23.441Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch-details, call-actor, get-dataset-items) in a logical sequence with no redundant steps.", "timestamp": "2026-10-02T04:16:23.401Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items with name, rank, rating, review_count fields and used them directly in the comparison table.", "timestamp": "2026-10-02T04:16:23.300Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed queries=['Barcelona'], maxItemsPerQuery=10, includeTourProducts=false, includeCoordinates=true — all well-formed and appropriate for the task.", "timestamp": "2026-10-02T04:16:23.266Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for TripAdvisor attractions actors and selected axlymxp/tripadvisor-attractions-scraper instead of the intended maxcopell/tripadvisor; the rightActor check is FAIL, meaning the wrong actor was chosen.", "timestamp": "2026-10-02T04:16:23.216Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:10:28.688Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-02T04:10:28.652Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:10:28.608Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /maxcopell/tripadvisor(?!-)/", "timestamp": "2026-10-02T04:10:28.531Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-02T04:10:28.443Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "axlymxp/tripadvisor-attractions-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor" }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:10:00.678Z", "day": "2026-10-02", "traceId": "0a6b1c20b4e4be4f2b133d2be06a40ff", "observationId": "83212c7a997f6578", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0a6b1c20b4e4be4f2b133d2be06a40ff?observation=83212c7a997f6578", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-02T04:16:25.823Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-02T04:16:25.726Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The Actor run WlXh6HSNRflGCRfRT stayed in RUNNING state for over 290 seconds with statusMessage 'Nothing extracted yet' and 0 items, providing no actionable signal to the agent about why it was stalled or when to give up; better error/status messaging from the Actor would allow the agent to detect the failure and report it sooner.", "timestamp": "2026-10-02T04:16:25.689Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 0, "stringValue": null, "comment": "get-actor-run: data/waitSecs must be <= 45", "timestamp": "2026-10-02T04:16:25.649Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The session timed out with the Actor still RUNNING and 0 dataset items collected, so the agent never obtained the AI Mode answer text or source count, leaving the task unfulfilled.", "timestamp": "2026-10-02T04:16:25.612Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent polled get-actor-run six times over ~290 seconds as the run remained stuck in RUNNING state; while repetitive, this was necessary given the run never completed, though the agent could have stopped earlier and reported the timeout.", "timestamp": "2026-10-02T04:16:25.572Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the agent tried waitSecs=60 and got a validation error (max is 45), it immediately corrected to waitSecs=45 on the next call, showing reasonable error recovery.", "timestamp": "2026-10-02T04:16:25.538Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set queries='best crm for small business', countryCode='gb', maxPagesPerQuery=1, and aiModeSearch.enableAiMode=true — all correct per the schema and task requirements.", "timestamp": "2026-10-02T04:16:25.498Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with apify/google-search-scraper, and get-actor-run to poll for results — all appropriate tools for this task.", "timestamp": "2026-10-02T04:16:25.430Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-02T04:15:01.547Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-02T04:15:01.470Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 0 items ok", "timestamp": "2026-10-02T04:15:01.413Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-02T04:15:01.351Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-10-02T04:15:01.302Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-02T04:15:01.249Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-10-02T04:15:01.210Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper run WlXh6HSNRflGCRfRT: RUNNING", "timestamp": "2026-10-02T04:15:01.009Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-02T04:15:00.928Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "schemaValidity", "ranOk" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:10:28.724Z", "day": "2026-10-02", "traceId": "8c8dba88b8876e38f593f783225682de", "observationId": "e094ea1a28097fe8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8c8dba88b8876e38f593f783225682de?observation=e094ea1a28097fe8", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-02T04:16:25.016Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-02T04:16:24.926Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-02T04:16:24.880Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-02T04:16:24.830Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The get-dataset-items call returned items with no organicResults visible in the preview, yet the agent invented specific counts (9) and domains (leasingmarkt.de, adac.de, insta-drive.com) not found in any tool result, demonstrating the model hallucinated the final answer instead of reporting what was actually retrieved.", "timestamp": "2026-10-02T04:16:24.794Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-02T04:16:24.738Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 9 organic results with specific domains (leasingmarkt.de, adac.de, insta-drive.com) that are not present in any tool result preview, indicating the final answer was fabricated rather than grounded in retrieved data.", "timestamp": "2026-10-02T04:16:24.702Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made a reasonable sequence of calls: fetch actor details, run actor, get dataset items with field projection, then get full items when projection returned empty - this is a sensible recovery path.", "timestamp": "2026-10-02T04:16:24.647Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the first get-dataset-items call returned an empty object {}, the agent correctly retried with a full fetch, but then fabricated results rather than acknowledging the data was missing from the response.", "timestamp": "2026-10-02T04:16:24.612Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The dataset items returned showed organicResults fields were empty (the first field-projected call returned an empty object {}, and the full call showed no organicResults array in the preview), yet the agent reported specific domains like leasingmarkt.de, adac.de, and insta-drive.com that do not appear in any tool result.", "timestamp": "2026-10-02T04:16:24.546Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed countryCode='de', maxPagesPerQuery=1, and the correct query, but used 'searchLanguage' instead of 'languageCode', which is why the lang check FAILED (languageCode=undefined in the actual run).", "timestamp": "2026-10-02T04:16:24.497Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items tools appropriate for running the apify/google-search-scraper Actor and retrieving results.", "timestamp": "2026-10-02T04:16:24.394Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:11:23.841Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-02T04:11:23.804Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-02T04:11:23.764Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-02T04:11:23.730Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-02T04:11:23.682Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode = undefined (expected equals \"de\")", "timestamp": "2026-10-02T04:11:23.646Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-02T04:11:23.603Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-02T04:11:23.562Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:11:23.521Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-02T04:11:23.480Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:10:31.039Z", "day": "2026-10-02", "traceId": "79be6312fcf6182515362f20d6ad287e", "observationId": "670069fa97f3ccc0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/79be6312fcf6182515362f20d6ad287e?observation=670069fa97f3ccc0", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents 6 organic results with titles, links, and snippets from the first page of Google Search for 'apify web scraping', and ends with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-02T04:16:20.581Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents 6 organic results with titles, links, and snippets from the first page of Google Search for 'apify web scraping', and ends with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-02T04:16:20.540Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-10-02T04:16:20.504Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-02T04:16:20.459Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-02T04:16:20.419Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first get-dataset-items call with fields='organicResults.title,organicResults.url,organicResults.description,organicResults.position' returned empty items ({}), suggesting the dot-notation field projection did not work as expected for nested arrays, requiring a second call without field filtering to retrieve the data.", "timestamp": "2026-10-02T04:16:20.378Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-02T04:16:20.338Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents 6 organic results with titles, links, and snippets from the first page of Google Search for 'apify web scraping', and ends with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-02T04:16:20.299Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call because the first fields-projected call returned empty objects, but this was a reasonable recovery step rather than pointless repetition.", "timestamp": "2026-10-02T04:16:20.256Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with fields projection returned empty items ({}), so the agent made a second call without field projection to get the full data successfully.", "timestamp": "2026-10-02T04:16:20.219Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and presented organic results (titles, URLs, snippets) directly from the tool result data, including positions 1-6 matching the preview.", "timestamp": "2026-10-02T04:16:20.179Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with queries='apify web scraping' and maxPagesPerQuery=1, which correctly targets the first results page only.", "timestamp": "2026-10-02T04:16:20.138Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for 'Google Search' actors, found apify/google-search-scraper as the top result, fetched its details, and ran it — all appropriate tools for the task.", "timestamp": "2026-10-02T04:16:20.068Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:11:35.307Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-02T04:11:35.260Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:11:35.216Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-02T04:11:35.138Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-02T04:11:35.037Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents 6 organic results with titles, links, and snippets from the first page of Google Search for 'apify web scraping', and ends with 'Actor: apify/google-search-scraper' as required." }, { "scenarioId": "google-maps-contact-details-usage-toronto-roofers", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:11:18.654Z", "day": "2026-10-02", "traceId": "74720b6c6194290f6f575cf537f16e72", "observationId": "504d284592147266", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/74720b6c6194290f6f575cf537f16e72?observation=504d284592147266", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "use", "title": "google-maps-contact-details / use / toronto-roofers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 3 of 10 items missing emails", "timestamp": "2026-10-02T04:16:14.155Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 3 of 10 items missing emails", "timestamp": "2026-10-02T04:16:14.070Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-02T04:16:14.032Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-02T04:16:13.994Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 3 of 10 items missing emails", "timestamp": "2026-10-02T04:16:13.951Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-02T04:16:13.876Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 10 companies with names, websites, emails, and social profiles, and correctly stated '7 out of 10 companies had an email address' — consistent with the deterministic check showing 3 of 10 items missing emails.", "timestamp": "2026-10-02T04:16:13.839Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent polled get-actor-run three times while waiting for completion, which was necessary given the actor was still running each time — this is reasonable polling behavior, not pointless repetition.", "timestamp": "2026-10-02T04:16:13.801Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched all 10 dataset items and directly used the returned data (titles, websites, emails, social profiles) to populate the final answer table without inventing any values.", "timestamp": "2026-10-02T04:16:13.763Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called lukaskrivka/google-maps-with-contact-details with searchStringsArray=['roofing companies'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=10, and scrapeSocialMediaProfiles enabled — all correct and sensible inputs matching the task requirements.", "timestamp": "2026-10-02T04:16:13.690Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the specified Actor and retrieving results.", "timestamp": "2026-10-02T04:16:13.654Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:14:47.890Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-02T04:14:47.851Z", "metadata": {} }, "check.count": { "value": 1, "stringValue": null, "comment": "PASS (warn): answer matches /[0-9]/", "timestamp": "2026-10-02T04:14:47.818Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 3 of 10 items missing emails", "timestamp": "2026-10-02T04:14:47.781Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-02T04:14:47.743Z", "metadata": {} }, "check.socials": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): scrapeSocialMediaProfiles", "timestamp": "2026-10-02T04:14:47.701Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-02T04:14:47.665Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:14:47.591Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-02T04:14:47.502Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 3 of 10 items missing emails" }, { "scenarioId": "google-maps-contact-details-discovery-toronto-roofers-emails", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:11:23.880Z", "day": "2026-10-02", "traceId": "82f27d48725e733bd8eb6a507edcc7a8", "observationId": "4b868bf36d12c2f4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/82f27d48725e733bd8eb6a507edcc7a8?observation=4b868bf36d12c2f4", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "find", "title": "google-maps-contact-details / find / toronto-roofers-emails", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used logical_scrapers/google-maps-email-extractor; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-02T04:16:13.157Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used logical_scrapers/google-maps-email-extractor; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-02T04:16:13.035Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "logical_scrapers/google-maps-email-extractor", "comment": "Actors the agent ran: logical_scrapers/google-maps-email-extractor", "timestamp": "2026-10-02T04:16:12.990Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-02T04:16:12.946Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-02T04:16:12.896Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used logical_scrapers/google-maps-email-extractor; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-02T04:16:12.802Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-02T04:16:12.760Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent found 10 roofing companies in Toronto, reported which 3 had emails with the actual addresses, stated the count accurately, and ended with the required 'Actor: logical_scrapers/google-maps-email-extractor' line, but used the wrong actor (namedActor check FAIL per deterministic facts).", "timestamp": "2026-10-02T04:16:12.722Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent searched once, fetched actor details, ran the actor, polled it to completion with reasonable intervals, then retrieved results — a direct and efficient path with no unnecessary repetition.", "timestamp": "2026-10-02T04:16:12.688Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and accurately reported the 10 companies and their email status directly from the returned data, correctly identifying 3 companies with emails.", "timestamp": "2026-10-02T04:16:12.648Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with businessType='roofing companies', location='Toronto, Ontario', and maxResults=10, which are all well-formed and appropriate inputs matching the actor's required schema.", "timestamp": "2026-10-02T04:16:12.608Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Google Maps email extraction actors and selected logical_scrapers/google-maps-email-extractor, which does extract emails from Google Maps businesses, but the intended/correct actor was lukaskrivka/google-maps-with-contact-details. The rightActor check is FAIL per the deterministic facts.", "timestamp": "2026-10-02T04:16:12.562Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:15:21.147Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-02T04:15:21.108Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:15:21.070Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"lukaskrivka/google-maps-with-contact-details\"", "timestamp": "2026-10-02T04:15:20.988Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used logical_scrapers/google-maps-email-extractor; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-02T04:15:20.909Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "logical_scrapers/google-maps-email-extractor", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used logical_scrapers/google-maps-email-extractor; expected lukaskrivka/google-maps-with-contact-details" }, { "scenarioId": "google-maps-reviews-usage-ritz-trend", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:11:24.271Z", "day": "2026-10-02", "traceId": "d722c13d0dd142fe812c26bda7338c57", "observationId": "0440237c4d949661", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d722c13d0dd142fe812c26bda7338c57?observation=0440237c4d949661", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "use", "title": "google-maps-reviews / use / ritz-trend", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-02T04:16:13.963Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-02T04:16:13.868Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-02T04:16:13.823Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-02T04:16:13.763Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 3 Actor run(s), expected at most 2; check items: 60 items, expected at most 30", "timestamp": "2026-10-02T04:16:13.725Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-02T04:16:13.684Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent computed averages for newest 15 (3.73 stars) vs previous 15 (4.83 stars) and stated a downward trend, but the computation excluded null-star reviews rather than treating all 15 reviews in each group uniformly, and the run count and item count deterministic checks both failed.", "timestamp": "2026-10-02T04:16:13.608Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 3 Actor runs (expected at most 2 per the ranOk FAIL check) due to two failed URL attempts before finding a working search query, making the path less efficient than ideal.", "timestamp": "2026-10-02T04:16:13.569Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first run returned 0 items and the second run failed (0 items, 1 request failed), the agent retried with a different URL format that successfully returned 30 reviews.", "timestamp": "2026-10-02T04:16:13.530Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the 30 dataset items and used the actual stars and publishedAtDate fields from the tool result to compute averages, matching the data shown in the preview.", "timestamp": "2026-10-02T04:16:13.465Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent set maxReviews=30 and reviewsSort='newest' correctly; however, the first two runs used URL formats that failed (search URL returned 0 items, place URL failed), requiring a third attempt with a more specific search URL that succeeded.", "timestamp": "2026-10-02T04:16:13.424Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-02T04:16:13.387Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:13:17.186Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, items", "timestamp": "2026-10-02T04:13:17.136Z", "metadata": {} }, "check.stars": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 14 of 60 items missing stars", "timestamp": "2026-10-02T04:13:17.096Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 60 items, expected at most 30", "timestamp": "2026-10-02T04:13:17.064Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 3 run(s): maxReviews", "timestamp": "2026-10-02T04:13:17.026Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-02T04:13:16.983Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-reviews-scraper, compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-02T04:13:16.884Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[1-5](\\.\\d+)?\\b/", "timestamp": "2026-10-02T04:13:16.801Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "stars", "items", "ranOk" ], "judgeComment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2" }, { "scenarioId": "google-maps-reviews-discovery-ritz", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:11:35.346Z", "day": "2026-10-02", "traceId": "91e7921b4e0d2e43e2d591dd9131627b", "observationId": "1eb98acf828f465b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/91e7921b4e0d2e43e2d591dd9131627b?observation=1eb98acf828f465b", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "find", "title": "google-maps-reviews / find / ritz", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides a well-structured summary of complaints and praises grounded in the 30 retrieved reviews, and ends with exactly one line 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-10-02T04:16:10.959Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides a well-structured summary of complaints and praises grounded in the 30 retrieved reviews, and ends with exactly one line 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-10-02T04:16:10.917Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-02T04:16:10.823Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-02T04:16:10.771Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-02T04:16:10.730Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor selected, inputs well-formed, results utilized, efficient plan, and task fully completed with the required attribution line.", "timestamp": "2026-10-02T04:16:10.690Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-02T04:16:10.651Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides a well-structured summary of complaints and praises grounded in the 30 retrieved reviews, and ends with exactly one line 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-10-02T04:16:10.616Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls: search-actors, fetch-actor-details, call-actor, get-dataset-items — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-02T04:16:10.576Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and grounded the summary in actual review text visible in the preview (e.g., Ari C.'s umbrella/discrimination story, Macon Boane's doorman complaint, S Voss's birthday praise, Sameer Taneja's breakfast complaint), not invented content.", "timestamp": "2026-10-02T04:16:10.535Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed a Google Maps search URL for the Ritz-Carlton Chicago, set maxReviews to 30, reviewsSort to 'newest', and language to 'en' — all appropriate inputs that produced 30 dataset items successfully.", "timestamp": "2026-10-02T04:16:10.440Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used compass/Google-Maps-Reviews-Scraper, the intended actor for scraping Google Maps reviews, confirmed by the deterministic rightActor check passing.", "timestamp": "2026-10-02T04:16:10.355Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:12:20.440Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-02T04:12:20.406Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:12:20.368Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"compass/google-maps-reviews-scraper\"", "timestamp": "2026-10-02T04:12:20.287Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-02T04:12:20.186Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides a well-structured summary of complaints and praises grounded in the 30 retrieved reviews, and ends with exactly one line 'Actor: compass/Google-Maps-Reviews-Scraper' as required." }, { "scenarioId": "google-maps-extractor-usage-toronto-plumbers", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:11:52.084Z", "day": "2026-10-02", "traceId": "d236029b959c23112eb971998ea4506b", "observationId": "3f33b05ea0a0dddf", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d236029b959c23112eb971998ea4506b?observation=3f33b05ea0a0dddf", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "use", "title": "google-maps-extractor / use / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 3 of 15 items missing address", "timestamp": "2026-10-02T04:16:00.928Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 3 of 15 items missing address", "timestamp": "2026-10-02T04:16:00.810Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-02T04:16:00.768Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-02T04:16:00.728Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 3 of 15 items missing address", "timestamp": "2026-10-02T04:16:00.539Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-02T04:16:00.500Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned all 15 plumbers with name, phone, and rating from real data; 3 items had null addresses (fields FAIL) but the agent honestly reported these as 'Not listed'; it correctly identified 7 highest-rated plumbers at 5.0 stars.", "timestamp": "2026-10-02T04:16:00.461Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch details, run actor, get results — no redundant calls.", "timestamp": "2026-10-02T04:16:00.415Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check PASS confirms all 16 numbers in the answer were found in Actor output; the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-10-02T04:16:00.376Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=['plumbers'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=15, and language='en' — all well-formed and appropriate inputs.", "timestamp": "2026-10-02T04:16:00.331Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with compass/google-maps-extractor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-02T04:16:00.278Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:12:28.101Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-02T04:12:28.064Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 16 numbers found in Actor output", "timestamp": "2026-10-02T04:12:28.027Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /[1-5][.][0-9]/", "timestamp": "2026-10-02T04:12:27.991Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 3 of 15 items missing address", "timestamp": "2026-10-02T04:12:27.953Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 15 items ok", "timestamp": "2026-10-02T04:12:27.918Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-02T04:12:27.843Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:12:27.803Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-extractor", "timestamp": "2026-10-02T04:12:27.727Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 3 of 15 items missing address" }, { "scenarioId": "google-maps-extractor-discovery-toronto-plumbers", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:12:20.642Z", "day": "2026-10-02", "traceId": "8f21ef150c7537bda5f0704d2dfaab08", "observationId": "581b53cc5de02848", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8f21ef150c7537bda5f0704d2dfaab08?observation=581b53cc5de02848", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "find", "title": "google-maps-extractor / find / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used bovi/google-maps-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-02T04:16:01.329Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used bovi/google-maps-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-02T04:16:01.163Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "bovi/google-maps-scraper", "comment": "Actors the agent ran: bovi/google-maps-scraper", "timestamp": "2026-10-02T04:16:01.119Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-02T04:16:01.078Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-02T04:16:01.035Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used bovi/google-maps-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-02T04:16:00.998Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-02T04:16:00.958Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned only 10 listings instead of the requested 15, used the wrong actor (bovi/google-maps-scraper instead of compass/google-maps-extractor), and the namedActor check FAILed; the task asked for 15 plumbers but only 10 were delivered.", "timestamp": "2026-10-02T04:16:00.922Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran two parallel searches, fetched actor details for one actor, called it, and retrieved results in 5 tool calls total — a reasonably direct path with no pointless repetition.", "timestamp": "2026-10-02T04:16:00.879Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from the run and presented the actual returned data (name, address, phone, website, rating) directly in the final answer without inventing any values.", "timestamp": "2026-10-02T04:16:00.835Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed well-formed inputs: queries=['plumbers in Toronto'], maxResults=15, country='ca', language='en', scrapeContacts=false — all required fields present and sensible for the task.", "timestamp": "2026-10-02T04:16:00.803Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Google Maps business listing scrapers and selected bovi/google-maps-scraper, which is a functional Google Maps scraper but not the intended compass/google-maps-extractor or compass/crawler-google-places — the rightActor check is FAIL as confirmed by the deterministic checks.", "timestamp": "2026-10-02T04:16:00.730Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:12:57.021Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-02T04:12:56.981Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:12:56.947Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /compass/(google-maps-extractor|crawler-google-places)/", "timestamp": "2026-10-02T04:12:56.853Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used bovi/google-maps-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-02T04:12:56.776Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "bovi/google-maps-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used bovi/google-maps-scraper; expected compass/google-maps-extractor" }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:12:28.139Z", "day": "2026-10-02", "traceId": "8f7b731662c6254529a33388679b2859", "observationId": "4b6bf5964f318560", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8f7b731662c6254529a33388679b2859?observation=4b6bf5964f318560", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating from real data, reported the count (10), and correctly identified the highest-rated ones (KAFE 608 and Jedno kafe, both at 4.9 stars).", "timestamp": "2026-10-02T04:16:00.195Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating from real data, reported the count (10), and correctly identified the highest-rated ones (KAFE 608 and Jedno kafe, both at 4.9 stars).", "timestamp": "2026-10-02T04:16:00.135Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-02T04:16:00.056Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-02T04:15:59.974Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, provided correct inputs, used real retrieved data, ran efficiently, and fully completed the task with accurate results.", "timestamp": "2026-10-02T04:15:59.933Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-02T04:15:59.892Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating from real data, reported the count (10), and correctly identified the highest-rated ones (KAFE 608 and Jedno kafe, both at 4.9 stars).", "timestamp": "2026-10-02T04:15:59.852Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch details, run actor, retrieve results — no redundant or wasted calls.", "timestamp": "2026-10-02T04:15:59.809Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The deterministic grounded check confirms all 4 numbers in the answer were found in Actor output, and the agent's table directly reflects the dataset items returned by get-dataset-items.", "timestamp": "2026-10-02T04:15:59.727Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=['coffee shop'], locationQuery='Prague, Czech Republic', maxCrawledPlacesPerSearch=10, language='en', and placeMinimumStars='four', all well-formed and appropriate for finding 10 highly-rated coffee shops in Prague.", "timestamp": "2026-10-02T04:15:59.693Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with compass/crawler-google-places, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-02T04:15:59.613Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:13:04.238Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-02T04:13:04.199Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 4 numbers found in Actor output", "timestamp": "2026-10-02T04:13:04.160Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-02T04:13:04.121Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-02T04:13:04.079Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-02T04:13:04.041Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:13:04.004Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-02T04:13:03.922Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-02T04:13:03.841Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating from real data, reported the count (10), and correctly identified the highest-rated ones (KAFE 608 and Jedno kafe, both at 4.9 stars)." }, { "scenarioId": "crawler-google-places-discovery-miami-gyms", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:12:57.054Z", "day": "2026-10-02", "traceId": "02bc0ece70073e2da209fba18fb090bb", "observationId": "018442ce6434da23", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/02bc0ece70073e2da209fba18fb090bb?observation=018442ce6434da23", "subject": "compass/crawler-google-places", "owner": "google", "skill": "find", "title": "crawler-google-places / find / miami-gyms", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used gio21/gym-scraper, scrapesage/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-02T04:16:03.576Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used gio21/gym-scraper, scrapesage/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-02T04:16:03.489Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "gio21/gym-scraper", "comment": "Actors the agent ran: gio21/gym-scraper, scrapesage/google-maps-scraper", "timestamp": "2026-10-02T04:16:03.445Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-02T04:16:03.408Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-02T04:16:03.369Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used gio21/gym-scraper, scrapesage/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-02T04:16:03.326Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-02T04:16:03.286Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered a table of 20 Miami gyms with ratings and review counts grounded in real scraped data, but opening hours were not included in the final answer despite the task requiring them and the data being available (openingHours fields existed in the dataset but were not populated/shown), and the wrong actor was used instead of compass/crawler-google-places.", "timestamp": "2026-10-02T04:16:03.246Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two extra get-dataset-items calls (one with flatten, one for a single record to inspect fields) that added little value after the first fetch already showed all 20 items; however the overall path was reasonably direct given the actor switch.", "timestamp": "2026-10-02T04:16:03.210Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When gio21/gym-scraper returned only 5 mock/sample items with no real data, the agent correctly recognized the problem and switched to scrapesage/google-maps-scraper, which returned 20 real items.", "timestamp": "2026-10-02T04:16:03.167Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer table is directly grounded in the 20 dataset items returned by scrapesage/google-maps-scraper (e.g., House of Transformation rating 5.0, 56 reviews; Planet Fitness 3,065 reviews), matching the get-dataset-items preview exactly.", "timestamp": "2026-10-02T04:16:03.120Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "For scrapesage/google-maps-scraper the agent passed searchQueries=[\"gyms\"], locationQuery=\"Miami, FL\", maxPlacesPerSearch=20, scrapePlaceDetails=true, sortBy=\"rating\" — all valid fields matching the input schema and appropriate for the task.", "timestamp": "2026-10-02T04:16:03.067Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Google Maps gym actors and selected gio21/gym-scraper first, then scrapesage/google-maps-scraper — neither is the intended compass/crawler-google-places, confirming the rightActor FAIL. The search did not surface compass/crawler-google-places at all.", "timestamp": "2026-10-02T04:16:03.028Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:14:25.310Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-02T04:14:25.266Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:14:25.183Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"compass/crawler-google-places\"", "timestamp": "2026-10-02T04:14:25.145Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used gio21/gym-scraper, scrapesage/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-02T04:14:25.051Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "gio21/gym-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used gio21/gym-scraper, scrapesage/google-maps-scraper; expected compass/crawler-google-places" }, { "scenarioId": "contact-info-scraper-usage-two-domains-shallow", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:13:04.275Z", "day": "2026-10-02", "traceId": "118c7986d7c027753d590df69dc208ee", "observationId": "ae7df44b7cd01ee5", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/118c7986d7c027753d590df69dc208ee?observation=ae7df44b7cd01ee5", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "use", "title": "contact-info / use / two-domains-shallow", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-02T04:15:49.831Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-02T04:15:49.331Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-02T04:15:49.230Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-02T04:15:49.097Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-02T04:15:49.047Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-02T04:15:49.012Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported emails and social profiles per domain from actual retrieved data; the fields FAIL (missing url field and one item missing emails) reflects an actor output issue but the agent correctly reported empty emails for notion.so and used available fields accurately to fulfill the task.", "timestamp": "2026-10-02T04:15:48.970Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve results — no redundant calls.", "timestamp": "2026-10-02T04:15:48.826Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent's final report directly reflects the dataset items returned: hello@apify.com for apify.com, empty emails for notion.so, and social profiles matching the tool result preview.", "timestamp": "2026-10-02T04:15:48.784Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed both URLs as startUrls, set maxDepth=1, mergeContacts=true, sameDomain=true, and other sensible parameters matching the actor's input schema.", "timestamp": "2026-10-02T04:15:48.708Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-02T04:15:48.663Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:14:11.981Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-02T04:14:11.921Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-02T04:14:11.883Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 2 items ok", "timestamp": "2026-10-02T04:14:11.833Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): maxDepth", "timestamp": "2026-10-02T04:14:11.792Z", "metadata": {} }, "check.urls": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-02T04:14:11.749Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:14:11.670Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used vdrmota/contact-info-scraper", "timestamp": "2026-10-02T04:14:11.588Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails" }, { "scenarioId": "contact-info-scraper-discovery-notion-website", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:13:17.220Z", "day": "2026-10-02", "traceId": "8f6efa43f91d82f324e6fca5d50f4211", "observationId": "a12ab75f0fd9224e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8f6efa43f91d82f324e6fca5d50f4211?observation=a12ab75f0fd9224e", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "find", "title": "contact-info / find / notion-website", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-02T04:15:48.887Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-02T04:15:48.780Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "gio21/website-contact-extractor", "comment": "Actors the agent ran: gio21/website-contact-extractor", "timestamp": "2026-10-02T04:15:48.733Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-02T04:15:48.650Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-02T04:15:48.615Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-02T04:15:48.573Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-02T04:15:48.528Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran an actor and returned contact info results, but used the wrong actor (gio21/website-contact-extractor instead of vdrmota/contact-info-scraper) and the results were largely empty/false positives, so the task was not completed as intended.", "timestamp": "2026-10-02T04:15:48.488Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent searched once, fetched actor details for one actor, ran it, and retrieved results in 4 tool calls with no redundant steps.", "timestamp": "2026-10-02T04:15:48.452Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent accurately reported the dataset results including empty emails, the phone numbers found, empty addresses, and empty social links from the retrieved dataset items.", "timestamp": "2026-10-02T04:15:48.405Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly passed 'websites': ['https://www.notion.so'] to gio21/website-contact-extractor, which matches the required input schema.", "timestamp": "2026-10-02T04:15:48.328Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items which are appropriate tools for the task, but selected gio21/website-contact-extractor instead of the intended vdrmota/contact-info-scraper (rightActor check: FAIL).", "timestamp": "2026-10-02T04:15:48.231Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:13:47.113Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-02T04:13:47.068Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:13:47.032Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"vdrmota/contact-info-scraper\"", "timestamp": "2026-10-02T04:13:46.951Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-02T04:13:46.853Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "gio21/website-contact-extractor", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper" }, { "scenarioId": "booking-scraper-usage-amsterdam-three-adults", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:13:47.151Z", "day": "2026-10-02", "traceId": "285b58457e92d571b02de7cd5a94a928", "observationId": "e4d37bd5ee071c71", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/285b58457e92d571b02de7cd5a94a928?observation=e4d37bd5ee071c71", "subject": "voyager/booking-scraper", "owner": "google", "skill": "use", "title": "booking / use / amsterdam-three-adults", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 10 hotels retrieved, the cheapest nightly price (€169.28/night for CityHub Amsterdam), and the highest-rated property (Villa335 boutique b&b at 9.8/10), fully fulfilling all three requested outputs.", "timestamp": "2026-10-02T04:15:49.091Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 10 hotels retrieved, the cheapest nightly price (€169.28/night for CityHub Amsterdam), and the highest-rated property (Villa335 boutique b&b at 9.8/10), fully fulfilling all three requested outputs.", "timestamp": "2026-10-02T04:15:49.040Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-02T04:15:48.966Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-02T04:15:48.896Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly identified the right actor, used proper inputs including the non-default adults=3, retrieved 10 items, and reported count, cheapest price, and highest-rated property accurately from the data.", "timestamp": "2026-10-02T04:15:48.859Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-02T04:15:48.821Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 hotels retrieved, the cheapest nightly price (€169.28/night for CityHub Amsterdam), and the highest-rated property (Villa335 boutique b&b at 9.8/10), fully fulfilling all three requested outputs.", "timestamp": "2026-10-02T04:15:48.615Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls in a logical sequence: fetch schema, call actor, poll for completion, retrieve results — no redundant steps.", "timestamp": "2026-10-02T04:15:48.574Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run status showed RUNNING after the initial call, and the agent correctly polled with get-actor-run to wait for completion — no errors occurred beyond normal async behavior.", "timestamp": "2026-10-02T04:15:48.536Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 items from the dataset and directly cited prices and ratings from the returned data (e.g., CityHub Amsterdam €338.56, Villa335 rating 9.8) matching the tool result preview.", "timestamp": "2026-10-02T04:15:48.496Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed search='Amsterdam', maxItems=10, checkIn='2026-10-30', checkOut='2026-11-01', adults=3, rooms=1, currency='EUR', language='en-gb' — all correct and matching the deterministic checks (dates, adults, cap all PASS).", "timestamp": "2026-10-02T04:15:48.448Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-02T04:15:48.410Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:15:12.693Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-02T04:15:12.655Z", "metadata": {} }, "check.optFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-02T04:15:12.615Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-02T04:15:12.578Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-02T04:15:12.536Z", "metadata": {} }, "check.adults": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): adults", "timestamp": "2026-10-02T04:15:12.491Z", "metadata": {} }, "check.dates": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-02T04:15:12.439Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxItems", "timestamp": "2026-10-02T04:15:12.404Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:15:12.368Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used voyager/booking-scraper", "timestamp": "2026-10-02T04:15:12.328Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 10 hotels retrieved, the cheapest nightly price (€169.28/night for CityHub Amsterdam), and the highest-rated property (Villa335 boutique b&b at 9.8/10), fully fulfilling all three requested outputs." }, { "scenarioId": "booking-scraper-discovery-amsterdam-hotels", "experimentId": "22550e43b37ae83b", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-02T04:14:12.018Z", "day": "2026-10-02", "traceId": "e7f4e828aefe25a27b0f9264f0b2884a", "observationId": "6bfb957e985b2623", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e7f4e828aefe25a27b0f9264f0b2884a?observation=6bfb957e985b2623", "subject": "voyager/booking-scraper", "owner": "google", "skill": "find", "title": "booking / find / amsterdam-hotels", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used santamaria-automations/booking-com-scraper, rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-02T04:15:50.469Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used santamaria-automations/booking-com-scraper, rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-02T04:15:50.350Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "santamaria-automations/booking-com-scraper", "comment": "Actors the agent ran: santamaria-automations/booking-com-scraper, rl1987/booking-api-scraper", "timestamp": "2026-10-02T04:15:50.310Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-02T04:15:50.274Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-02T04:15:50.243Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used santamaria-automations/booking-com-scraper, rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-02T04:15:50.202Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-02T04:15:50.165Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned a complete list of 10 Amsterdam hotels with prices for two nights ~one month ahead and correctly identified Hotel Levell as cheapest, but used rl1987/booking-api-scraper instead of the intended voyager/booking-scraper, and the final line reads 'Actor: rl1987/booking-api-scraper' rather than the expected actor.", "timestamp": "2026-10-02T04:15:50.129Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 7 tool calls: one search, two fetch-actor-details, two call-actor, and two get-dataset-items — the extra calls were justified by the first actor failing, making the path reasonably efficient.", "timestamp": "2026-10-02T04:15:50.038Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When santamaria-automations/booking-com-scraper returned 0 items, the agent correctly recognized the failure and switched to rl1987/booking-api-scraper, which succeeded with 10 items.", "timestamp": "2026-10-02T04:15:49.966Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the 10 dataset items returned by rl1987/booking-api-scraper, accurately reporting names, total prices, per-night prices, review scores, and star ratings from the retrieved data.", "timestamp": "2026-10-02T04:15:49.929Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly set destination='Amsterdam', checkin='2026-11-02', checkout='2026-11-04' (two nights, ~one month ahead), rooms=1, adults=2, currency='EUR', maxItems=10 — all sensible and well-formed inputs.", "timestamp": "2026-10-02T04:15:49.885Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors to find Booking.com scrapers, then tried santamaria-automations/booking-com-scraper and rl1987/booking-api-scraper, both of which are reasonable choices for the task, though the intended actor was voyager/booking-scraper which was not discovered.", "timestamp": "2026-10-02T04:15:49.839Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "22550e43b37ae83b", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-02T04:15:10.507Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-02T04:15:10.472Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-02T04:15:10.434Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"voyager/booking-scraper\"", "timestamp": "2026-10-02T04:15:10.369Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used santamaria-automations/booking-com-scraper, rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-02T04:15:10.247Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "santamaria-automations/booking-com-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used santamaria-automations/booking-com-scraper, rl1987/booking-api-scraper; expected voyager/booking-scraper" }, { "scenarioId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:00:34.061Z", "day": "2026-10-03", "traceId": "a62ec11a2239aec4d9cc58bb777e2b19", "observationId": "cd7f6ca7e64c3df0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a62ec11a2239aec4d9cc58bb777e2b19?observation=cd7f6ca7e64c3df0", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "use", "title": "youtube-shorts / use / mrbeast-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-03T04:18:08.007Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-03T04:18:07.914Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-03T04:18:07.882Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-03T04:18:07.841Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The get-dataset-items call returned 10 items but the first was an about-page entry (url: https://www.youtube.com/@MrBeast/about) with no title/viewCount. The agent silently dropped it and also dropped one valid Short, presenting only 9 Shorts instead of 10. It should have fetched offset=10 to get the 11th item and presented all 10 valid Shorts. This is a reasoning failure, not an Actor or schema issue.", "timestamp": "2026-10-03T04:18:07.807Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-03T04:18:07.772Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent only listed 9 Shorts in the final table (skipping the about-page item and the 10th Short), despite the task asking for 10, and the dataset contained 11 items (10 valid Shorts plus 1 about-page entry); the agent failed to fetch or present the 10th Short.", "timestamp": "2026-10-03T04:18:07.738Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch details, run actor, retrieve items — no redundant calls.", "timestamp": "2026-10-03T04:18:07.705Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 24 numbers in the final answer were found in the Actor output, so the agent used real retrieved data.", "timestamp": "2026-10-03T04:18:07.669Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with channels=['MrBeast'], maxResultsShorts=10, and sortChannelShortsBy='POPULAR', which matches the required input schema perfectly.", "timestamp": "2026-10-03T04:18:07.636Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with streamers/youtube-shorts-scraper, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-03T04:18:07.605Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:01:44.437Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-03T04:01:44.399Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 24 numbers found in Actor output", "timestamp": "2026-10-03T04:01:44.365Z", "metadata": {} }, "check.field": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 1 of 11 items fail viewCount exists undefined", "timestamp": "2026-10-03T04:01:44.327Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 11 items, expected at most 10", "timestamp": "2026-10-03T04:01:44.292Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResultsShorts", "timestamp": "2026-10-03T04:01:44.251Z", "metadata": {} }, "check.sortPopular": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): sortChannelShortsBy", "timestamp": "2026-10-03T04:01:44.210Z", "metadata": {} }, "check.channelInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): channels[0]", "timestamp": "2026-10-03T04:01:44.166Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:01:44.093Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-03T04:01:43.980Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "field", "items" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "youtube-scraper-usage-espresso-engagement", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:00:34.065Z", "day": "2026-10-03", "traceId": "c4d8164eba0e88a1622c5a39a0131af0", "observationId": "cd808c032e641b64", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c4d8164eba0e88a1622c5a39a0131af0?observation=cd808c032e641b64", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "use", "title": "youtube / use / espresso-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents all 5 videos with views, likes, and comment counts in a clear table, fully grounded in retrieved data.", "timestamp": "2026-10-03T04:17:56.167Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents all 5 videos with views, likes, and comment counts in a clear table, fully grounded in retrieved data.", "timestamp": "2026-10-03T04:17:56.080Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-03T04:17:56.043Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-03T04:17:56.009Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, provided proper inputs, retrieved real data, and reported all required engagement metrics for 5 videos.", "timestamp": "2026-10-03T04:17:55.969Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-03T04:17:55.928Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents all 5 videos with views, likes, and comment counts in a clear table, fully grounded in retrieved data.", "timestamp": "2026-10-03T04:17:55.893Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve items — no redundant calls or backtracking.", "timestamp": "2026-10-03T04:17:55.855Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 11 numbers in the final answer were found in the Actor output, and the agent directly used the dataset items retrieved from get-dataset-items.", "timestamp": "2026-10-03T04:17:55.812Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries=[\"home espresso machine review\"] and maxResults=5 to the actor, which are correct and well-formed inputs matching the schema.", "timestamp": "2026-10-03T04:17:55.775Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-03T04:17:55.732Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:01:08.973Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-03T04:01:08.941Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 11 numbers found in Actor output", "timestamp": "2026-10-03T04:01:08.901Z", "metadata": {} }, "check.engagementFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-03T04:01:08.863Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-03T04:01:08.826Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-03T04:01:08.796Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:01:08.672Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-scraper", "timestamp": "2026-10-03T04:01:08.634Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-03T04:01:08.495Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents all 5 videos with views, likes, and comment counts in a clear table, fully grounded in retrieved data." }, { "scenarioId": "youtube-shorts-scraper-discovery-mrbeast-popular", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:00:34.065Z", "day": "2026-10-03", "traceId": "89c103daafdf020a9dd0a77751f74ac7", "observationId": "47de0dd2236e1427", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/89c103daafdf020a9dd0a77751f74ac7?observation=47de0dd2236e1427", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "find", "title": "youtube-shorts / find / mrbeast-popular", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-03T04:18:00.969Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-03T04:18:00.873Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: streamers/youtube-shorts-scraper", "timestamp": "2026-10-03T04:18:00.832Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-03T04:18:00.780Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-03T04:18:00.745Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The dataset returned 10 items but the first item was an 'about' page entry (url: https://www.youtube.com/@MrBeast/about) with no title/viewCount, leaving only 9 actual Shorts. The actor should either filter out non-Short items or the agent should have recognized the discrepancy and requested more results to compensate.", "timestamp": "2026-10-03T04:18:00.704Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-03T04:18:00.664Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent listed 9 Shorts instead of 10 (the dataset had one non-Short 'about' page item and 9 actual Shorts), and the final answer only shows 9 numbered entries, falling short of the requested 10.", "timestamp": "2026-10-03T04:18:00.631Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls in a logical sequence: search, fetch details, call actor, wait for run, get results — no redundant steps.", "timestamp": "2026-10-03T04:18:00.594Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the actual run (datasetId=33icUFBHfvp8U4gkx) and presented the real titles, view counts, likes, and URLs from the tool output.", "timestamp": "2026-10-03T04:18:00.545Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed channels=['MrBeast'], maxResultsShorts=10, and sortChannelShortsBy='POPULAR', which are all correct and well-formed inputs for the task.", "timestamp": "2026-10-03T04:18:00.511Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used streamers/youtube-shorts-scraper, the intended actor for scraping YouTube Shorts from a channel.", "timestamp": "2026-10-03T04:18:00.475Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:02:08.987Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-03T04:02:08.953Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{3,}/", "timestamp": "2026-10-03T04:02:08.913Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:02:08.875Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"streamers/youtube-shorts-scraper\"", "timestamp": "2026-10-03T04:02:08.839Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-03T04:02:08.793Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "youtube-scraper-discovery-espresso", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:00:34.065Z", "day": "2026-10-03", "traceId": "9d9bd873cca202bcdbbe11155123948c", "observationId": "ab6662d20f1f7a08", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9d9bd873cca202bcdbbe11155123948c?observation=ab6662d20f1f7a08", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "find", "title": "youtube / find / espresso", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used maged120/youtube-search; expected streamers/youtube-scraper", "timestamp": "2026-10-03T04:18:03.818Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used maged120/youtube-search; expected streamers/youtube-scraper", "timestamp": "2026-10-03T04:18:03.719Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "maged120/youtube-search", "comment": "Actors the agent ran: maged120/youtube-search", "timestamp": "2026-10-03T04:18:03.679Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-03T04:18:03.639Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-03T04:18:03.604Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used maged120/youtube-search; expected streamers/youtube-scraper", "timestamp": "2026-10-03T04:18:03.564Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-03T04:18:03.525Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered 10 videos with view counts and channel names, but used the wrong actor (maged120/youtube-search instead of streamers/youtube-scraper), and upload_date values were all null suggesting the last-month filter may not have worked correctly, meaning the results may not actually be from the last month.", "timestamp": "2026-10-03T04:18:03.491Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search calls (first for 'YouTube videos', then 'YouTube search'), fetched actor details, called the actor, and retrieved results — a reasonably direct path with only one extra search call.", "timestamp": "2026-10-03T04:18:03.452Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items and directly reported the titles, channel names, and view counts from the tool results without inventing data.", "timestamp": "2026-10-03T04:18:03.411Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly set query='home espresso machines', max_results=10, upload_date_filter='last_month', and sort_by='view_count', which are all sensible and well-formed inputs for the task.", "timestamp": "2026-10-03T04:18:03.375Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for YouTube scrapers and selected maged120/youtube-search instead of the intended streamers/youtube-scraper; the rightActor check is FAIL per the deterministic facts.", "timestamp": "2026-10-03T04:18:03.337Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:01:25.817Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-03T04:01:25.779Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:01:25.745Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"streamers/youtube-scraper\"", "timestamp": "2026-10-03T04:01:25.710Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used maged120/youtube-search; expected streamers/youtube-scraper", "timestamp": "2026-10-03T04:01:25.675Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "maged120/youtube-search", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used maged120/youtube-search; expected streamers/youtube-scraper" }, { "scenarioId": "tiktok-scraper-discovery-cleantok", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:00:34.066Z", "day": "2026-10-03", "traceId": "37f5406f6a66e1d808ede0aa033f1fe2", "observationId": "b1c68812b1986205", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/37f5406f6a66e1d808ede0aa033f1fe2?observation=b1c68812b1986205", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "find", "title": "tiktok / find / cleantok", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-03T04:17:53.039Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-03T04:17:52.938Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "memo23/tiktok-hashtag-scraper", "comment": "Actors the agent ran: memo23/tiktok-hashtag-scraper", "timestamp": "2026-10-03T04:17:52.889Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-03T04:17:52.851Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-03T04:17:52.803Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-03T04:17:52.768Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-03T04:17:52.733Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent produced a detailed summary of trending content and engagement metrics from real data, and ended with 'Actor: memo23/tiktok-hashtag-scraper' as required, but used the wrong actor (not clockworks/tiktok-scraper) and the namedActor check also fails.", "timestamp": "2026-10-03T04:17:52.700Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch-details, call-actor, get-dataset-items) in a logical sequence with no redundant steps.", "timestamp": "2026-10-03T04:17:52.500Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 dataset items and used real engagement numbers (e.g., 53.4M plays, 5.2M likes) from the dataset to build the summary.", "timestamp": "2026-10-03T04:17:52.398Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed hashtags=['cleantok'] and maxResultsPerHashtag=20, which are well-formed inputs matching the actor's schema and correctly capping at 20 videos.", "timestamp": "2026-10-03T04:17:52.299Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used memo23/tiktok-hashtag-scraper instead of the intended clockworks/tiktok-scraper; the rightActor check is FAIL, meaning the wrong actor was selected despite a search that returned multiple options.", "timestamp": "2026-10-03T04:17:52.255Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:01:24.126Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-03T04:01:24.091Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:01:24.046Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-scraper\"", "timestamp": "2026-10-03T04:01:23.968Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-03T04:01:23.876Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "memo23/tiktok-hashtag-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper" }, { "scenarioId": "tiktok-scraper-usage-protein-coffee", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:00:34.066Z", "day": "2026-10-03", "traceId": "f92c0b773f97b351ba6d04f902b4e50e", "observationId": "2cf96d4c6e750227", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f92c0b773f97b351ba6d04f902b4e50e?observation=2cf96d4c6e750227", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "use", "title": "tiktok / use / protein-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 10 videos with play counts sorted by most plays, all grounded in retrieved data, fulfilling the task; however rank 9 (@fullsailwellness, 838,467) does not appear in the dataset preview and may have been from the truncated portion, but the grounded check confirms all numbers were found in Actor output.", "timestamp": "2026-10-03T04:17:59.616Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 10 videos with play counts sorted by most plays, all grounded in retrieved data, fulfilling the task; however rank 9 (@fullsailwellness, 838,467) does not appear in the dataset preview and may have been from the truncated portion, but the grounded check confirms all numbers were found in Actor output.", "timestamp": "2026-10-03T04:17:59.577Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-03T04:17:59.543Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-03T04:17:59.503Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, used correct inputs, utilized retrieved data, handled the polling delay, and delivered a complete ranked answer grounded in the dataset.", "timestamp": "2026-10-03T04:17:59.461Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-03T04:17:59.425Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 videos with play counts sorted by most plays, all grounded in retrieved data, fulfilling the task; however rank 9 (@fullsailwellness, 838,467) does not appear in the dataset preview and may have been from the truncated portion, but the grounded check confirms all numbers were found in Actor output.", "timestamp": "2026-10-03T04:17:59.386Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls in a logical sequence: fetch schema, run actor, poll for completion, retrieve results — no redundant steps.", "timestamp": "2026-10-03T04:17:59.350Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor was still RUNNING after the first 45-second wait, and the agent correctly polled again with get-actor-run until it SUCCEEDED — no errors occurred beyond the expected polling delay.", "timestamp": "2026-10-03T04:17:59.312Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 20 numbers in the answer were found in Actor output, and the dataset items preview shows the play counts match what was reported.", "timestamp": "2026-10-03T04:17:59.277Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries:[\"protein coffee recipe\"], resultsPerPage:100, searchSection:\"/video\", and videoSearchSorting:\"MOST_LIKED\" — all valid fields per the schema, well-suited to finding top-played videos.", "timestamp": "2026-10-03T04:17:59.235Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running clockworks/tiktok-scraper and retrieving results.", "timestamp": "2026-10-03T04:17:59.195Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:02:32.041Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-03T04:02:31.998Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 20 numbers found in Actor output", "timestamp": "2026-10-03T04:02:31.959Z", "metadata": {} }, "check.plays": { "value": 1, "stringValue": null, "comment": "PASS (warn): 100 items ok", "timestamp": "2026-10-03T04:02:31.916Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:02:31.880Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-scraper", "timestamp": "2026-10-03T04:02:31.839Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-03T04:02:31.804Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 10 videos with play counts sorted by most plays, all grounded in retrieved data, fulfilling the task; however rank 9 (@fullsailwellness, 838,467) does not appear in the dataset preview and may have been from the truncated portion, but the grounded check confirms all numbers were found in Actor output." }, { "scenarioId": "tiktok-profile-scraper-usage-apifylife-latest-five", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:01:09.197Z", "day": "2026-10-03", "traceId": "ee632ea395c468934bb4d6600ff567a3", "observationId": "8daf8870321f1f51", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ee632ea395c468934bb4d6600ff567a3?observation=8daf8870321f1f51", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "use", "title": "tiktok-profile / use / apifylife-latest-five", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer correctly reports 192 followers and lists all 5 most recent videos with their play counts (546, 796, 468, 739, 15300), all grounded in the retrieved data.", "timestamp": "2026-10-03T04:17:47.652Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer correctly reports 192 followers and lists all 5 most recent videos with their play counts (546, 796, 468, 739, 15300), all grounded in the retrieved data.", "timestamp": "2026-10-03T04:17:47.621Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-03T04:17:47.578Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-03T04:17:47.543Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, used correct inputs, retrieved and reported grounded data, and completed the task efficiently.", "timestamp": "2026-10-03T04:17:47.507Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-03T04:17:47.468Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer correctly reports 192 followers and lists all 5 most recent videos with their play counts (546, 796, 468, 739, 15300), all grounded in the retrieved data.", "timestamp": "2026-10-03T04:17:47.428Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run the actor, retrieve dataset items — no redundant calls or backtracking.", "timestamp": "2026-10-03T04:17:47.368Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 9 numbers (192 followers, 5 play counts) were found in the Actor output, and the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-10-03T04:17:47.331Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called clockworks/tiktok-profile-scraper with profiles=['apifylife'], profileSorting='latest', and resultsPerPage=5, which are all correct and well-formed inputs matching the task requirements.", "timestamp": "2026-10-03T04:17:47.294Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with clockworks/tiktok-profile-scraper, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-03T04:17:47.253Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:01:48.769Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-03T04:01:48.735Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 9 numbers found in Actor output", "timestamp": "2026-10-03T04:01:48.699Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-03T04:01:48.659Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-03T04:01:48.626Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsPerPage", "timestamp": "2026-10-03T04:01:48.589Z", "metadata": {} }, "check.profileInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): profiles[0]", "timestamp": "2026-10-03T04:01:48.549Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:01:48.506Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-03T04:01:48.465Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer correctly reports 192 followers and lists all 5 most recent videos with their play counts (546, 796, 468, 739, 15300), all grounded in the retrieved data." }, { "scenarioId": "tiktok-profile-scraper-discovery-apifylife-followers", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:01:24.375Z", "day": "2026-10-03", "traceId": "f952790d6f76609347db13a3c8115dc1", "observationId": "a071e4d3dfbc4ec3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f952790d6f76609347db13a3c8115dc1?observation=a071e4d3dfbc4ec3", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "find", "title": "tiktok-profile / find / apifylife-followers", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides the follower count (192) and 5 most recent videos with captions, dates, and engagement metrics, all grounded in retrieved data, and ends with 'Actor: clockworks/tiktok-profile-scraper' as required. However, the ordering in the answer is slightly off (video 1 is dated Sep 29 but video 3 is listed as Sep 29 in the data; the agent mixed up descriptions for videos 1 and 2), but the data is present and the task is substantially fulfilled.", "timestamp": "2026-10-03T04:17:49.720Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides the follower count (192) and 5 most recent videos with captions, dates, and engagement metrics, all grounded in retrieved data, and ends with 'Actor: clockworks/tiktok-profile-scraper' as required. However, the ordering in the answer is slightly off (video 1 is dated Sep 29 but video 3 is listed as Sep 29 in the data; the agent mixed up descriptions for videos 1 and 2), but the data is present and the task is substantially fulfilled.", "timestamp": "2026-10-03T04:17:49.684Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-profile-scraper", "timestamp": "2026-10-03T04:17:49.622Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-03T04:17:49.579Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-03T04:17:49.545Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the right actor, formed valid inputs, utilized retrieved data, ran efficiently, and delivered a complete answer with follower count and 5 recent videos.", "timestamp": "2026-10-03T04:17:49.513Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-03T04:17:49.478Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides the follower count (192) and 5 most recent videos with captions, dates, and engagement metrics, all grounded in retrieved data, and ends with 'Actor: clockworks/tiktok-profile-scraper' as required. However, the ordering in the answer is slightly off (video 1 is dated Sep 29 but video 3 is listed as Sep 29 in the data; the agent mixed up descriptions for videos 1 and 2), but the data is present and the task is substantially fulfilled.", "timestamp": "2026-10-03T04:17:49.439Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search-actors, fetch-actor-details, call-actor, get-dataset-items) in a logical sequence with no redundant steps.", "timestamp": "2026-10-03T04:17:49.393Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly used the authorMeta.fans (192), video texts, createTimeISO dates, diggCount, playCount, and commentCount fields from the actual scraped data in its final answer.", "timestamp": "2026-10-03T04:17:49.358Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed profiles=['apifylife'], profileScrapeSections=['videos'], profileSorting='latest', resultsPerPage=5 — all well-formed and appropriate for retrieving the 5 most recent videos.", "timestamp": "2026-10-03T04:17:49.324Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified clockworks/tiktok-profile-scraper as the right tool for a single profile lookup, confirmed by the deterministic check rightActor: PASS.", "timestamp": "2026-10-03T04:17:49.287Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:02:04.585Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-03T04:02:04.530Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{2,}/", "timestamp": "2026-10-03T04:02:04.494Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:02:04.452Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-profile-scraper\"", "timestamp": "2026-10-03T04:02:04.370Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-03T04:02:04.268Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides the follower count (192) and 5 most recent videos with captions, dates, and engagement metrics, all grounded in retrieved data, and ends with 'Actor: clockworks/tiktok-profile-scraper' as required. However, the ordering in the answer is slightly off (video 1 is dated Sep 29 but video 3 is listed as Sep 29 in the data; the agent mixed up descriptions for videos 1 and 2), but the data is present and the task is substantially fulfilled." }, { "scenarioId": "tiktok-comments-scraper-usage-top-level-only", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:01:25.855Z", "day": "2026-10-03", "traceId": "0f719c028c2b507779869ff5ca13767f", "observationId": "b6b70a64b8d647e6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0f719c028c2b507779869ff5ca13767f?observation=b6b70a64b8d647e6", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "use", "title": "tiktok-comments / use / top-level-only", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly identified and reported the 5 highest-liked comments with their text, like counts, usernames, and dates, all grounded in the retrieved dataset.", "timestamp": "2026-10-03T04:17:47.992Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly identified and reported the 5 highest-liked comments with their text, like counts, usernames, and dates, all grounded in the retrieved dataset.", "timestamp": "2026-10-03T04:17:47.957Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-03T04:17:47.914Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-03T04:17:47.877Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The agent set commentsPerPost=100 when the task required at most 20 comments; it should have set commentsPerPost=20 (or relied solely on topLevelCommentsPerPost=20) to satisfy the cap constraint flagged in the deterministic check.", "timestamp": "2026-10-03T04:17:47.832Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-03T04:17:47.794Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and reported the 5 highest-liked comments with their text, like counts, usernames, and dates, all grounded in the retrieved dataset.", "timestamp": "2026-10-03T04:17:47.745Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve results — no redundant steps.", "timestamp": "2026-10-03T04:17:47.703Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 5 reported like counts (370337, 196769, 187160, 28852, 24848) are present in the actual dataset items returned by the Actor.", "timestamp": "2026-10-03T04:17:47.664Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent set postURLs correctly, maxRepliesPerComment=0 (no replies), and topLevelCommentsPerPost=20, but set commentsPerPost=100 instead of ≤20, which the deterministic check flagged as FAIL (cap check).", "timestamp": "2026-10-03T04:17:47.630Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with clockworks/tiktok-comments-scraper, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-03T04:17:47.596Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:02:30.189Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-03T04:02:30.155Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 20 numbers found in Actor output", "timestamp": "2026-10-03T04:02:30.120Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-03T04:02:30.080Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-03T04:02:30.045Z", "metadata": {} }, "check.noReplies": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxRepliesPerComment", "timestamp": "2026-10-03T04:02:29.995Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): clockworks/tiktok-comments-scraper: commentsPerPost = 100 (expected lte 20)", "timestamp": "2026-10-03T04:02:29.959Z", "metadata": {} }, "check.videoUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): postURLs[0]", "timestamp": "2026-10-03T04:02:29.922Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:02:29.836Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-03T04:02:29.746Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "PASS: The agent correctly identified and reported the 5 highest-liked comments with their text, like counts, usernames, and dates, all grounded in the retrieved dataset." }, { "scenarioId": "tiktok-comments-scraper-discovery-video-top-comments", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:01:44.473Z", "day": "2026-10-03", "traceId": "1af1211ec7d2a05e355c31d05ee5f958", "observationId": "67962ccef25c8d8e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1af1211ec7d2a05e355c31d05ee5f958?observation=67962ccef25c8d8e", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "find", "title": "tiktok-comments / find / video-top-comments", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned the 5 most-liked comments with their like counts and usernames, drawn from the retrieved data, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line.", "timestamp": "2026-10-03T04:17:37.016Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned the 5 most-liked comments with their like counts and usernames, drawn from the retrieved data, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line.", "timestamp": "2026-10-03T04:17:36.979Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-comments-scraper", "timestamp": "2026-10-03T04:17:36.946Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-03T04:17:36.912Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-03T04:17:36.855Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the right Actor, used proper inputs, utilized the retrieved data accurately, and completed the task as required.", "timestamp": "2026-10-03T04:17:36.821Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-03T04:17:36.770Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned the 5 most-liked comments with their like counts and usernames, drawn from the retrieved data, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line.", "timestamp": "2026-10-03T04:17:36.728Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent performed two searches (as instructed by the tool hint), fetched actor details, called the actor, and retrieved dataset items — a reasonably direct path with no unnecessary repetition.", "timestamp": "2026-10-03T04:17:36.693Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 100 dataset items and correctly sorted them by diggCount to identify the top 5 most-liked comments, citing actual values from the tool result.", "timestamp": "2026-10-03T04:17:36.654Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct video URL in postURLs and set commentsPerPost to 100, which are well-formed inputs matching the Actor's input schema.", "timestamp": "2026-10-03T04:17:36.614Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used clockworks/tiktok-comments-scraper, which is the intended Actor for extracting TikTok comments.", "timestamp": "2026-10-03T04:17:36.572Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:02:40.312Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-03T04:02:40.276Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-03T04:02:40.232Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:02:40.190Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-comments-scraper\"", "timestamp": "2026-10-03T04:02:40.105Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-03T04:02:40.021Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned the 5 most-liked comments with their like counts and usernames, drawn from the retrieved data, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line." }, { "scenarioId": "indeed-scraper-usage-swe-skills", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:01:48.801Z", "day": "2026-10-03", "traceId": "4de7c7fc5a1b4a8dd73ee18162b6addf", "observationId": "e2c0b50c5164d29c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4de7c7fc5a1b4a8dd73ee18162b6addf?observation=e2c0b50c5164d29c", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "use", "title": "indeed / use / swe-skills", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check shape: answer does not match /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-10-03T04:17:42.253Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check shape: answer does not match /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-10-03T04:17:42.150Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-03T04:17:42.116Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-03T04:17:42.082Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check shape: answer does not match /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-10-03T04:17:42.040Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-03T04:17:42.009Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns without ever producing the top 5 skills analysis; the final answer is just 'Let me read and analyze the full descriptions to identify skills properly' with no actual results, and the shape check confirms no skill names like python/aws/sql appeared in the answer.", "timestamp": "2026-10-03T04:17:41.970Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made multiple redundant attempts to read the same large file through different methods (Read, Bash jq, persisted output file) without successfully adapting its strategy, and ran out of turns without completing the analysis.", "timestamp": "2026-10-03T04:17:41.934Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the dataset result exceeded token limits, the agent tried multiple approaches (Read with offset, Bash with jq, Write to file, python script) but each was blocked by permissions or size constraints; the agent never successfully recovered to produce the skill analysis.", "timestamp": "2026-10-03T04:17:41.899Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved real description data (20 items confirmed by facts) and attempted to analyze it using bash/python scripts, but was blocked by permission issues and file size limits, preventing actual skill tallying from the retrieved data.", "timestamp": "2026-10-03T04:17:41.860Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with position='software engineer', country='US', and maxItemsPerSearch=20, but the deterministic check shows cap FAIL because maxItems=undefined — the field is actually 'maxItemsPerSearch' which was set to 20, yet the harness flagged it as undefined, suggesting the parameter name may not have matched what the harness expected; however the actor did return 20 items so functionally it worked.", "timestamp": "2026-10-03T04:17:41.827Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items for the misceres/indeed-scraper, which are the appropriate tools for this task.", "timestamp": "2026-10-03T04:17:41.789Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:03:03.387Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape", "timestamp": "2026-10-03T04:03:03.347Z", "metadata": {} }, "check.descriptions": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-03T04:03:03.273Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-03T04:03:03.236Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): misceres/indeed-scraper: maxItems = undefined (expected lte 20)", "timestamp": "2026-10-03T04:03:03.200Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:03:03.125Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used misceres/indeed-scraper", "timestamp": "2026-10-03T04:03:03.083Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-10-03T04:03:03.004Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap", "shape" ], "judgeComment": "FAIL: check shape: answer does not match /(python|aws|sql|java|docker|react|kubernetes)/" }, { "scenarioId": "indeed-scraper-discovery-denver-marketing", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:02:04.615Z", "day": "2026-10-03", "traceId": "a04700b778b32a3cfacf2844c8e3f495", "observationId": "3d3954b0c681fb8d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a04700b778b32a3cfacf2844c8e3f495?observation=3d3954b0c681fb8d", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "find", "title": "indeed / find / denver-marketing", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used kaix/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-03T04:17:37.799Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used kaix/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-03T04:17:37.706Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "kaix/indeed-scraper", "comment": "Actors the agent ran: kaix/indeed-scraper", "timestamp": "2026-10-03T04:17:37.669Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-03T04:17:37.628Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-03T04:17:37.586Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used kaix/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-03T04:17:37.510Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-03T04:17:37.474Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered a table of 10 Indeed postings with salary and company ratings for Denver, CO marketing coordinator benchmarking, fulfilling the task requirements, though it used kaix/indeed-scraper instead of the intended misceres/indeed-scraper and the answer does not contain 'misceres/indeed-scraper' as required by the deterministic checks.", "timestamp": "2026-10-03T04:17:37.435Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made exactly 4 tool calls (search, fetch details, call actor, get results) in a logical sequence with no redundant steps.", "timestamp": "2026-10-03T04:17:37.396Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items and directly used the returned fields (title.text, company.name, salary.min/max, company.ratings.overall, location.city) to populate the benchmark table without inventing data.", "timestamp": "2026-10-03T04:17:37.350Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed keyword='marketing coordinator', location='Denver, CO', country='US', maxItems=10, and searchMode='detailed' to kaix/indeed-scraper, which are all well-formed and sensible inputs matching the task requirements.", "timestamp": "2026-10-03T04:17:37.310Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task. However, it selected kaix/indeed-scraper instead of the intended misceres/indeed-scraper, which is a discoverability issue but the tool category is correct.", "timestamp": "2026-10-03T04:17:37.256Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:02:47.914Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-03T04:02:47.874Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:02:47.828Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"misceres/indeed-scraper\"", "timestamp": "2026-10-03T04:02:47.750Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used kaix/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-03T04:02:47.663Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "kaix/indeed-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used kaix/indeed-scraper; expected misceres/indeed-scraper" }, { "scenarioId": "amazon-reviews-scraper-usage-helpful-thirty", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:02:09.017Z", "day": "2026-10-03", "traceId": "51ccb1cceecf04626b5b41a8c01ab48b", "observationId": "39c27e758e5e2cdc", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/51ccb1cceecf04626b5b41a8c01ab48b?observation=39c27e758e5e2cdc", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "use", "title": "amazon-reviews / use / helpful-thirty", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-03T04:17:35.866Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-03T04:17:35.775Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-03T04:17:35.736Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-03T04:17:35.705Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED; check productUrl: junglee/amazon-reviews-scraper: productUrls[0].url = undefined (expected regex \"B0CWXNS552\")", "timestamp": "2026-10-03T04:17:35.668Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-03T04:17:35.634Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent only retrieved 10 reviews instead of the requested 30 (due to free tier limits), and the 'Alert Sound Could Be Louder' and 'Design Limitations' complaints appear to be partially inferred rather than strongly evidenced in the shown review text, but the summary is largely grounded in actual data and acknowledges the limitation.", "timestamp": "2026-10-03T04:17:35.595Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one unnecessary failed call due to wrong input format before correcting it, adding one extra round-trip, but otherwise the plan was direct: fetch schema, call actor, get items, summarize.", "timestamp": "2026-10-03T04:17:35.561Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with a validation error about 'must be object', the agent correctly diagnosed the issue and reformatted productUrls as an array of objects with url keys, leading to a successful second run.", "timestamp": "2026-10-03T04:17:35.529Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 reviews from the dataset and grounded its summary in actual review text, quoting specific phrases like 'Super simple to set up' and describing the remote area limitation from the camping review.", "timestamp": "2026-10-03T04:17:35.492Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call used productUrls as a plain string array instead of an array of objects with 'url' keys, causing CALL-FAILED; the second call correctly used [{\"url\": \"https://www.amazon.com/dp/B0CWXNS552\"}] with maxReviews:30 and sort:\"helpful\", which succeeded.", "timestamp": "2026-10-03T04:17:35.417Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-reviews-scraper, which is the exact actor named in the prompt, and also used fetch-actor-details and get-dataset-items appropriately.", "timestamp": "2026-10-03T04:17:35.341Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:03:18.865Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, productUrl", "timestamp": "2026-10-03T04:03:18.825Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-03T04:03:18.788Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-03T04:03:18.749Z", "metadata": {} }, "check.sortHelpful": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): sort", "timestamp": "2026-10-03T04:03:18.708Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxReviews", "timestamp": "2026-10-03T04:03:18.670Z", "metadata": {} }, "check.productUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper: productUrls[0].url = undefined (expected regex \"B0CWXNS552\")", "timestamp": "2026-10-03T04:03:18.592Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-03T04:03:18.552Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-03T04:03:18.456Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "productUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED" }, { "scenarioId": "amazon-reviews-scraper-discovery-product-complaints", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:02:30.222Z", "day": "2026-10-03", "traceId": "4eadbcc5553a78b4abb3ef60a382b0ba", "observationId": "6dfa6b0f419fae48", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4eadbcc5553a78b4abb3ef60a382b0ba?observation=6dfa6b0f419fae48", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "find", "title": "amazon-reviews / find / product-complaints", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-03T04:17:26.281Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-03T04:17:26.187Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: junglee/amazon-reviews-scraper", "timestamp": "2026-10-03T04:17:26.151Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-03T04:17:26.119Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-03T04:17:26.085Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The agent set maxReviews=30 but only received 10 items due to the free tier cap (statusMessage: 'Here are your 10 Amazon reviews. To upgrade...'). The agent did not acknowledge this limitation in its final answer, presenting the summary as if it were based on 30 reviews when it was only 10, failing to fully complete the task as specified.", "timestamp": "2026-10-03T04:17:26.051Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-03T04:17:26.018Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task asked for 30 most helpful reviews but only 10 were retrieved (plan limit on free tier); the agent summarized complaints and praises from only 10 reviews without acknowledging the shortfall from the requested 30.", "timestamp": "2026-10-03T04:17:25.988Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: search, fetch-details, failed call, corrected call, and get-dataset-items — a reasonable path with only one extra call due to input format correction.", "timestamp": "2026-10-03T04:17:25.955Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'must be object' validation error, the agent immediately corrected the productUrls format from strings to objects and reran successfully.", "timestamp": "2026-10-03T04:17:25.914Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 reviews from the dataset and directly cited specific details from them (e.g., quiet speaker, no keyring hole, requires Apple ecosystem, rural area limitations) that appear in the scraped review text.", "timestamp": "2026-10-03T04:17:25.876Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call passed productUrls as an array of strings which failed validation; the agent then corrected it to an array of objects with {url:...} format, which succeeded.", "timestamp": "2026-10-03T04:17:25.847Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-reviews-scraper, the intended actor for extracting Amazon product reviews.", "timestamp": "2026-10-03T04:17:25.814Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:03:33.722Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-03T04:03:33.681Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-03T04:03:33.643Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-reviews-scraper\"", "timestamp": "2026-10-03T04:03:33.602Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-03T04:03:33.556Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "amazon-crawler-usage-earbuds-search-url", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:02:32.075Z", "day": "2026-10-03", "traceId": "f625955d9c5c21ba73a0743340f8955e", "observationId": "efd5639bb74a02da", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f625955d9c5c21ba73a0743340f8955e?observation=efd5639bb74a02da", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "use", "title": "amazon / use / earbuds-search-url", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-03T04:17:27.447Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-03T04:17:27.314Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-03T04:17:27.284Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-03T04:17:27.247Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED; check searchUrl: junglee/amazon-crawler: categoryOrProductUrls[0].url = undefined (expected regex \"amazon\\\\.com/s\\\\?k=wireless\\\\+earbuds\")", "timestamp": "2026-10-03T04:17:27.213Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-03T04:17:27.181Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a table of 10 products with prices and ratings from actual scraped data, though one item (item 5) is missing a price, the search URL was not correctly passed in the first attempt (CALL-FAILED), and maxItemsPerStartUrl was set to 20 instead of ≤10, resulting in 20 dataset items rather than 10.", "timestamp": "2026-10-03T04:17:27.108Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made one unnecessary failed call due to incorrect input format, requiring a second call-actor attempt, but otherwise the plan was direct: fetch details, call actor, get dataset items.", "timestamp": "2026-10-03T04:17:27.072Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed due to input validation error (wrong format for categoryOrProductUrls), the agent correctly identified the issue and reformatted the input as an array of objects with 'url' property, successfully running the actor on the second attempt.", "timestamp": "2026-10-03T04:17:27.015Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the dataset items returned by get-dataset-items to populate the final table with actual product titles, prices, and ratings from the scraped data.", "timestamp": "2026-10-03T04:17:26.982Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call-actor attempt passed categoryOrProductUrls as a plain string array instead of an array of objects with 'url' property, causing CALL-FAILED. The second attempt correctly used [{\"url\": \"https://www.amazon.com/s?k=wireless+earbuds\"}] but set maxItemsPerStartUrl to 20 instead of ≤10 as expected.", "timestamp": "2026-10-03T04:17:26.947Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected junglee/amazon-crawler and used fetch-actor-details, call-actor, and get-dataset-items, which are all appropriate tools for this task.", "timestamp": "2026-10-03T04:17:26.906Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:03:29.033Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, searchUrl", "timestamp": "2026-10-03T04:03:29.001Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-03T04:03:28.970Z", "metadata": {} }, "check.field": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 2 of 20 items fail price exists undefined", "timestamp": "2026-10-03T04:03:28.934Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 20 items, expected at most 10", "timestamp": "2026-10-03T04:03:28.901Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): junglee/amazon-crawler: maxItemsPerStartUrl = 20 (expected lte 10); junglee/amazon-crawler: maxItemsPerStartUrl = 20 (expected lte 10)", "timestamp": "2026-10-03T04:03:28.869Z", "metadata": {} }, "check.searchUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler: categoryOrProductUrls[0].url = undefined (expected regex \"amazon\\\\.com/s\\\\?k=wireless\\\\+earbuds\")", "timestamp": "2026-10-03T04:03:28.831Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-03T04:03:28.755Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-crawler", "timestamp": "2026-10-03T04:03:28.674Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "field", "items", "cap", "searchUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED" }, { "scenarioId": "amazon-crawler-discovery-wireless-earbuds", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:02:40.345Z", "day": "2026-10-03", "traceId": "13ac4efa97392919467b4b853c7443da", "observationId": "66c83ba80825afa5", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/13ac4efa97392919467b4b853c7443da?observation=66c83ba80825afa5", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "find", "title": "amazon / find / wireless-earbuds", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-03T04:17:27.624Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-03T04:17:27.523Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: powerai/amazon-product-search-scraper, junglee/Amazon-crawler", "timestamp": "2026-10-03T04:17:27.482Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-03T04:17:27.446Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-03T04:17:27.399Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The dataset returned 10 items including a duplicate TOZO A1 entry, but the agent's final table only lists 9 unique products and skips the 10th item entirely, showing a reasoning failure in presenting the full top-10 list as requested.", "timestamp": "2026-10-03T04:17:27.363Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-03T04:17:27.257Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer lists only 9 products (not 10 as requested) despite the dataset returning 10 items (the duplicate TOZO A1 entry was dropped and item 8 was skipped in the table), and one product (JBL Vibe Beam 2) is missing a price; however, the data is grounded in real scraped results.", "timestamp": "2026-10-03T04:17:27.223Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made an unnecessary detour by trying powerai/amazon-product-search-scraper (which failed and returned 0 items) before falling back to junglee/Amazon-crawler, adding 3 extra tool calls; however, the overall path was still reasonably direct given the search results presented both actors.", "timestamp": "2026-10-03T04:17:27.186Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When powerai/amazon-product-search-scraper failed with a CALL-FAILED due to invalid maxResults (<20), the agent corrected the input and retried; when that run returned 0 items, the agent switched to junglee/Amazon-crawler which succeeded.", "timestamp": "2026-10-03T04:17:27.153Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from junglee/Amazon-crawler (datasetId e6egElSdLEMgFHGkG) and the final answer directly reflects the titles, prices, and ratings returned in the tool result preview.", "timestamp": "2026-10-03T04:17:27.124Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call to powerai/amazon-product-search-scraper used maxResults:10 which violated the minimum of 20 constraint; the agent corrected this on retry. The junglee/Amazon-crawler was called with a valid search URL and appropriate parameters.", "timestamp": "2026-10-03T04:17:27.089Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for Amazon product actors, found junglee/Amazon-crawler (the intended subject) and powerai/amazon-product-search-scraper, and ultimately used both with junglee/Amazon-crawler being the correct choice.", "timestamp": "2026-10-03T04:17:27.056Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:04:07.545Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-03T04:04:07.514Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-03T04:04:07.478Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): powerai/amazon-product-search-scraper run : CALL-FAILED", "timestamp": "2026-10-03T04:04:07.445Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-crawler\"", "timestamp": "2026-10-03T04:04:07.363Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/Amazon-crawler", "timestamp": "2026-10-03T04:04:07.260Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:02:47.948Z", "day": "2026-10-03", "traceId": "aca6c5039f66fae8c0ae59e61415c497", "observationId": "6aaab25747da4064", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/aca6c5039f66fae8c0ae59e61415c497?observation=6aaab25747da4064", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-03T04:17:23.092Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-03T04:17:23.007Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-03T04:17:22.973Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-03T04:17:22.939Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-03T04:17:22.901Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "10 tool calls valid", "timestamp": "2026-10-03T04:17:22.865Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 10 pages and claimed HTML was saved, but the pages crawled are NOT restricted to the platform section (they include /academy, /api, /get-started etc. which are outside /platform/**), saveHtml was never set to true (saveHtmlAsFile was used instead, which is a different parameter), and the deterministic checks confirm sectionFilter FAIL and saveHtml FAIL.", "timestamp": "2026-10-03T04:17:22.832Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 actor runs (one failed, one got 1 page, one got 10 pages but outside platform section, one got 1 page again) - this is excessive; the deterministic check confirms 'at most 2 expected' but 4 were made, and the final result still doesn't satisfy the section filter requirement.", "timestamp": "2026-10-03T04:17:22.803Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with input validation error, the agent corrected the input format (switching from string globs to object globs) and retried; when runs returned only 1 page, the agent tried different configurations.", "timestamp": "2026-10-03T04:17:22.774Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used actual dataset items from run miYPBqcA8SSWjLcqh (datasetId aIyjwTX6FArpnAew1) to list the 10 pages and their htmlUrl links in the final answer.", "timestamp": "2026-10-03T04:17:22.740Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent failed to use the correct field name 'saveHtml' (instead used 'saveHtmlAsFile' which is a different field), and never set includeUrlGlobs correctly to restrict crawling to /platform/** - the deterministic checks confirm saveHtml=undefined and sectionFilter missing on all runs.", "timestamp": "2026-10-03T04:17:22.670Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/website-content-crawler for crawling docs and used fetch-actor-details, call-actor, get-dataset-items, and get-actor-run appropriately.", "timestamp": "2026-10-03T04:17:22.584Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:06:47.109Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-03T04:06:47.073Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 12 items, expected at most 10", "timestamp": "2026-10-03T04:06:47.036Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml = undefined (expected equals true); apify/website-content-crawler: saveHtml = undefined (expected equals true); apify/website-content-crawler: saveHtml = undefined (expected equals true); apify/website-content-crawler: saveHtml = undefined (expected equals true)", "timestamp": "2026-10-03T04:06:46.997Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs = undefined (expected exists undefined); apify/website-content-crawler: includeUrlGlobs = undefined (expected exists undefined)", "timestamp": "2026-10-03T04:06:46.954Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 4 run(s): maxCrawlPages", "timestamp": "2026-10-03T04:06:46.914Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s): startUrls[0].url", "timestamp": "2026-10-03T04:06:46.830Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-03T04:06:46.793Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-03T04:06:46.686Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter", "ranOk" ], "judgeComment": "FAIL: check ranOk: 4 Actor run(s), expected at most 2" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:03:03.417Z", "day": "2026-10-03", "traceId": "bc6b01af4ce51cbcc73fba6f0541c31d", "observationId": "c53e0d42ae9d5fce", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/bc6b01af4ce51cbcc73fba6f0541c31d?observation=c53e0d42ae9d5fce", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used tidytools/website-markdown-crawler; expected apify/website-content-crawler", "timestamp": "2026-10-03T04:17:13.548Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used tidytools/website-markdown-crawler; expected apify/website-content-crawler", "timestamp": "2026-10-03T04:17:13.438Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "tidytools/website-markdown-crawler", "comment": "Actors the agent ran: tidytools/website-markdown-crawler", "timestamp": "2026-10-03T04:17:13.402Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-03T04:17:13.365Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-03T04:17:13.329Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used tidytools/website-markdown-crawler; expected apify/website-content-crawler", "timestamp": "2026-10-03T04:17:13.296Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-03T04:17:13.260Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 20 pages and five real titles from the crawl, but used the wrong actor (tidytools/website-markdown-crawler instead of apify/website-content-crawler) and the input URL was not properly registered per the deterministic checks, meaning the core requirement of using the correct LLM-ready crawler was not met.", "timestamp": "2026-10-03T04:17:13.223Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran two parallel searches, fetched actor details, called the actor, and retrieved dataset items—a reasonably direct path with no unnecessary repetition.", "timestamp": "2026-10-03T04:17:13.162Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 dataset items with titles and URLs and correctly reported five real titles from the dataset results.", "timestamp": "2026-10-03T04:17:13.127Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed urls=[\"https://docs.apify.com/academy\"], maxPages=20, outputFormats=[\"markdown\"], but the deterministic checks show startUrls[0].url=undefined and maxCrawlPages=undefined, indicating the input field names used (urls, maxPages) did not map to the expected schema fields for the actor run recorded.", "timestamp": "2026-10-03T04:17:13.087Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose tidytools/website-markdown-crawler instead of the intended apify/website-content-crawler; while the chosen actor is LLM-focused and did succeed, the deterministic check confirms the wrong actor was selected.", "timestamp": "2026-10-03T04:17:13.049Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:03:41.325Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, startUrl", "timestamp": "2026-10-03T04:03:41.285Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): tidytools/website-markdown-crawler: maxCrawlPages = undefined (expected lte 20)", "timestamp": "2026-10-03T04:03:41.249Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: tidytools/website-markdown-crawler: startUrls[0].url = undefined (expected regex \"docs\\\\.apify\\\\.com/academy\")", "timestamp": "2026-10-03T04:03:41.210Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:03:41.174Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-03T04:03:41.097Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used tidytools/website-markdown-crawler; expected apify/website-content-crawler", "timestamp": "2026-10-03T04:03:40.979Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "tidytools/website-markdown-crawler", "infraOk": true, "failedChecks": [ "pageCap", "startUrl", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used tidytools/website-markdown-crawler; expected apify/website-content-crawler" }, { "scenarioId": "web-scraper-usage-coinmarketcap-top-ten", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:03:18.900Z", "day": "2026-10-03", "traceId": "8334dd487dd03721d30d845b2d329107", "observationId": "490ec49c6e66402a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8334dd487dd03721d30d845b2d329107?observation=490ec49c6e66402a", "subject": "apify/web-scraper", "owner": "universe", "skill": "use", "title": "web / use / coinmarketcap-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-03T04:17:15.212Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-03T04:17:15.092Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-03T04:17:15.054Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-03T04:17:15.013Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The page function's column indexing was off: in the second run, rank 1 captured a 'CoinMarketCap 20 Index' entry instead of Bitcoin, and names were concatenated with tickers (e.g., 'BitcoinBTC', 'EthereumETH'). The Actor returned data but the agent's page function could not correctly isolate the name field from CoinMarketCap's table structure, indicating the output parsing logic needs improvement to match the actual DOM layout.", "timestamp": "2026-10-03T04:17:14.976Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-03T04:17:14.933Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer lists 9 real cryptocurrencies with prices from the scraped data, but the 10th entry is 'CoinMarketCap 20 Index' (a non-cryptocurrency index artifact), and the agent acknowledges this confusion rather than providing a clean top-10 list; the names also contain concatenated ticker symbols (e.g., 'BitcoinBTC') showing imperfect extraction.", "timestamp": "2026-10-03T04:17:14.898Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed two runs because the first page function had incorrect column indexing, requiring a retry; this was a necessary correction rather than pointless repetition.", "timestamp": "2026-10-03T04:17:14.817Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first run returned malformed data (names and prices swapped in columns), and the agent recognized this and re-ran with an improved page function that successfully extracted 10 items with correct prices.", "timestamp": "2026-10-03T04:17:14.713Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned from the second run (datasetId=fotFf9sEDHCnqZytx) to populate the final answer with real prices like $84,706.43 and $2,682.06.", "timestamp": "2026-10-03T04:17:14.608Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent provided valid startUrls, a pageFunction with jQuery injection, and proxy configuration; however, maxPagesPerCrawl was not set (pageCap check FAIL), though the task only needed one page and only one URL was given so it effectively scraped one page.", "timestamp": "2026-10-03T04:17:14.500Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details and call-actor with apify/web-scraper, plus get-dataset-items to retrieve results, all appropriate for the task.", "timestamp": "2026-10-03T04:17:14.399Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:04:28.800Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-03T04:04:28.763Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\$\\s?\\d[\\d,]*\\.\\d{2}/", "timestamp": "2026-10-03T04:04:28.728Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 19 items ok", "timestamp": "2026-10-03T04:04:28.699Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/web-scraper: maxPagesPerCrawl = undefined (expected lte 3); apify/web-scraper: maxPagesPerCrawl = undefined (expected lte 3)", "timestamp": "2026-10-03T04:04:28.666Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): pageFunction", "timestamp": "2026-10-03T04:04:28.628Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): startUrls[0].url", "timestamp": "2026-10-03T04:04:28.590Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:04:28.513Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-10-03T04:04:28.433Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "pageCap" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "web-scraper-discovery-waterstones-headless", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:03:29.063Z", "day": "2026-10-03", "traceId": "4c9885326c3578492ca2be1800609e81", "observationId": "a6d23acc040f213e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4c9885326c3578492ca2be1800609e81?observation=a6d23acc040f213e", "subject": "apify/web-scraper", "owner": "universe", "skill": "find", "title": "web / find / waterstones-headless", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/puppeteer-scraper, lentic_clockss/stealth-web-scraper; expected apify/web-scraper", "timestamp": "2026-10-03T04:17:14.153Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/puppeteer-scraper, lentic_clockss/stealth-web-scraper; expected apify/web-scraper", "timestamp": "2026-10-03T04:17:14.036Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/puppeteer-scraper", "comment": "Actors the agent ran: apify/puppeteer-scraper, lentic_clockss/stealth-web-scraper", "timestamp": "2026-10-03T04:17:13.998Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-03T04:17:13.924Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-03T04:17:13.877Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/puppeteer-scraper, lentic_clockss/stealth-web-scraper; expected apify/web-scraper", "timestamp": "2026-10-03T04:17:13.840Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "10 tool calls valid", "timestamp": "2026-10-03T04:17:13.807Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered 10 real product names and prices from the correct URL, fulfilling the user's request for a preview of 10 results, but used the wrong actor (lentic_clockss/stealth-web-scraper instead of apify/web-scraper) and the final answer names the wrong actor.", "timestamp": "2026-10-03T04:17:13.754Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran three searches and two actor runs; the first run failed due to blocking, requiring a fallback, but the overall path was reasonably direct given the blocking issue, though the correct actor (apify/web-scraper) was never tried.", "timestamp": "2026-10-03T04:17:13.708Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When puppeteer-scraper returned 403 blocked errors, the agent correctly identified the issue and switched to a stealth scraper alternative, which succeeded.", "timestamp": "2026-10-03T04:17:13.668Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the text content from the stealth-web-scraper dataset and correctly parsed 10 product names and prices from the returned text, presenting real data from the page rather than invented data.", "timestamp": "2026-10-03T04:17:13.634Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "For puppeteer-scraper the agent provided a well-formed pageFunction and correct startUrls; for stealth-web-scraper it provided urls, extractSelectors, and other valid fields matching the input schema, though pageFunction was not applicable to that actor.", "timestamp": "2026-10-03T04:17:13.558Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose apify/puppeteer-scraper first (wrong actor per rightActor FAIL), then fell back to lentic_clockss/stealth-web-scraper (also wrong per rightActor FAIL); the intended actor was apify/web-scraper which appeared in search results as a reference in cheerio-scraper's description but was never directly selected.", "timestamp": "2026-10-03T04:17:13.514Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:05:16.312Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-10-03T04:05:16.275Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): lentic_clockss/stealth-web-scraper: maxPagesPerCrawl = undefined (expected lte 5)", "timestamp": "2026-10-03T04:05:16.236Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: lentic_clockss/stealth-web-scraper: pageFunction = undefined (expected exists undefined)", "timestamp": "2026-10-03T04:05:16.197Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:05:16.161Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/web-scraper\"", "timestamp": "2026-10-03T04:05:16.112Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/puppeteer-scraper, lentic_clockss/stealth-web-scraper; expected apify/web-scraper", "timestamp": "2026-10-03T04:05:16.074Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/puppeteer-scraper", "infraOk": true, "failedChecks": [ "pageCap", "pageFunction", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/puppeteer-scraper, lentic_clockss/stealth-web-scraper; expected apify/web-scraper" }, { "scenarioId": "rag-web-browser-usage-sf-startups-markdown", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:03:33.753Z", "day": "2026-10-03", "traceId": "eaa39ccd35d1a86ba8c5b6efcfeedea5", "observationId": "508fcae9ead56808", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/eaa39ccd35d1a86ba8c5b6efcfeedea5?observation=508fcae9ead56808", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "use", "title": "rag-web-browser / use / sf-startups-markdown", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check sources: answer does not match /https?:///", "timestamp": "2026-10-03T04:17:07.520Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check sources: answer does not match /https?:///", "timestamp": "2026-10-03T04:17:07.415Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-03T04:17:07.378Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-03T04:17:07.341Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check sources: answer does not match /https?:///", "timestamp": "2026-10-03T04:17:07.292Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-03T04:17:07.256Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns before producing the final formatted Markdown answer with URLs and two-line summaries; the deterministic check 'sources (answer.regex): FAIL' confirms no URLs appeared in the final answer, and the agent's last message was just 'Now let me fetch the search results from the dataset.' rather than a completed response.", "timestamp": "2026-10-03T04:17:07.222Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made several jq attempts with syntax errors and had to retry, and also ran into file size issues requiring multiple tool calls, but the overall path was reasonable given the constraints.", "timestamp": "2026-10-03T04:17:07.184Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When get-dataset-items returned a file too large for direct reading, the agent correctly pivoted to using Bash with jq to extract the needed fields, successfully recovering from the token limit error.", "timestamp": "2026-10-03T04:17:07.147Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved dataset items and extracted URLs, titles, descriptions, and ranks from the actual returned data rather than inventing them, but the conversation ended before the agent composed and delivered the final formatted answer to the user.", "timestamp": "2026-10-03T04:17:07.102Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/rag-web-browser with query='fastest growing startups in San Francisco 2026', maxResults=5, and outputFormats=['markdown'], all of which are correct and sensible.", "timestamp": "2026-10-03T04:17:07.065Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected apify/rag-web-browser for the task, which is exactly the Actor named in the prompt.", "timestamp": "2026-10-03T04:17:07.020Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:05:11.550Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: sources", "timestamp": "2026-10-03T04:05:11.513Z", "metadata": {} }, "check.sources": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /https?:///", "timestamp": "2026-10-03T04:05:11.476Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-03T04:05:11.384Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-03T04:05:11.349Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): query", "timestamp": "2026-10-03T04:05:11.264Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:05:11.225Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/rag-web-browser", "timestamp": "2026-10-03T04:05:11.139Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "sources" ], "judgeComment": "FAIL: check sources: answer does not match /https?:///" }, { "scenarioId": "rag-web-browser-discovery-web-search-with-sources", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:03:41.363Z", "day": "2026-10-03", "traceId": "d1b2075433cc7f0e623b8ceb1b7a3095", "observationId": "3170118f4a941fce", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d1b2075433cc7f0e623b8ceb1b7a3095?observation=3170118f4a941fce", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "find", "title": "rag-web-browser / find / web-search-with-sources", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check namedActor: answer does not contain \"apify/rag-web-browser\"", "timestamp": "2026-10-03T04:17:02.561Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check namedActor: answer does not contain \"apify/rag-web-browser\"", "timestamp": "2026-10-03T04:17:02.473Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: omkar-cloud/imdb-scraper, apify/rag-web-browser", "timestamp": "2026-10-03T04:17:02.436Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-03T04:17:02.403Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-03T04:17:02.344Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check namedActor: answer does not contain \"apify/rag-web-browser\"; check query: omkar-cloud/imdb-scraper: query = undefined (expected exists undefined); check sources: answer does not match /https?:///", "timestamp": "2026-10-03T04:17:02.310Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-03T04:17:02.276Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never produced a final answer with the 5 most popular James Bond movies by box office, source URLs, or the required 'Actor: ' line — confirmed by the deterministic checks showing namedActor FAIL and sources FAIL.", "timestamp": "2026-10-03T04:17:02.241Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made an unnecessary first run with imdb-scraper before discovering rag-web-browser, and then struggled with file parsing across multiple tool calls, ultimately running out of turns without producing an answer.", "timestamp": "2026-10-03T04:17:02.205Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the dataset items exceeded token limits, the agent tried multiple approaches (Read, Bash grep, jq) to extract the data, and did find the markdown content from Box Office Mojo, but ran out of turns before synthesizing an answer.", "timestamp": "2026-10-03T04:17:02.166Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved data from Box Office Mojo, The Numbers, and Wikipedia via rag-web-browser, but ran out of turns while trying to parse the large file — the final answer is just 'Let me read the saved file to get the data.' with no actual box office rankings presented.", "timestamp": "2026-10-03T04:17:02.126Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The rag-web-browser was called with query='highest grossing James Bond movies box office', maxResults=5, outputFormats=['markdown'] — all sensible inputs. The imdb-scraper was called with searchQueries=['James Bond'] which is a generic keyword search rather than using the 'charts' field for box-office data.", "timestamp": "2026-10-03T04:17:02.091Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent eventually found and used apify/rag-web-browser (the intended actor), but first wasted a run on omkar-cloud/imdb-scraper which returned no useful box office data for the actual James Bond franchise films.", "timestamp": "2026-10-03T04:17:02.053Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:05:18.038Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor, query, sources", "timestamp": "2026-10-03T04:05:17.998Z", "metadata": {} }, "check.sources": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /https?:///", "timestamp": "2026-10-03T04:05:17.963Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: omkar-cloud/imdb-scraper: query = undefined (expected exists undefined)", "timestamp": "2026-10-03T04:05:17.926Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:05:17.891Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/rag-web-browser\"", "timestamp": "2026-10-03T04:05:17.852Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/rag-web-browser", "timestamp": "2026-10-03T04:05:17.806Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "sources", "query", "namedActor" ], "judgeComment": "FAIL: check namedActor: answer does not contain \"apify/rag-web-browser\"" }, { "scenarioId": "cheerio-scraper-usage-foyles-manga-two-hops", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:04:07.580Z", "day": "2026-10-03", "traceId": "5297c0e5509781e16dcd38df740c9e92", "observationId": "d2854d3bf2be55fb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5297c0e5509781e16dcd38df740c9e92?observation=d2854d3bf2be55fb", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "use", "title": "cheerio / use / foyles-manga-two-hops", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-03T04:17:01.296Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-03T04:17:01.207Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-03T04:17:01.169Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-03T04:17:01.129Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-03T04:17:01.092Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "12 tool calls valid", "timestamp": "2026-10-03T04:17:01.043Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never presented 5 book items with title and price to the user - it ran out of turns while still polling the puppeteer-scraper run, and the final message was just 'Let me continue waiting for it to complete' with no results shown.", "timestamp": "2026-10-03T04:17:01.005Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 actor runs (2 CALL-FAILED, 1 SUCCEEDED with 0 items, 1 RUNNING) when at most 2 were expected; it also fetched actor details for puppeteer-scraper unnecessarily and spent multiple polling turns without ever retrieving and presenting results.", "timestamp": "2026-10-03T04:17:00.972Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When cheerio-scraper returned 403 errors, the agent attempted to add custom headers and then switched to puppeteer-scraper as a fallback, which was a reasonable recovery attempt, though it deviated from the required actor.", "timestamp": "2026-10-03T04:17:00.937Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent monitored the puppeteer-scraper run via get-actor-run and observed 36 dataset items with title and price fields being collected, but ran out of turns before fetching and presenting the actual items to the user.", "timestamp": "2026-10-03T04:17:00.902Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The cheerio-scraper calls had correct startUrls, linkSelector, globs, maxCrawlingDepth=2, maxPagesPerCrawl=20, and pageFunction. The first call failed on input validation (missing proxyConfiguration), but the second cheerio call was correctly formed. The puppeteer-scraper call was also well-formed.", "timestamp": "2026-10-03T04:17:00.868Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent correctly identified apify/cheerio-scraper as the intended tool and used it, but when it failed due to 403 blocking, it switched to apify/puppeteer-scraper which is a different actor than requested.", "timestamp": "2026-10-03T04:17:00.823Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:09:06.535Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-03T04:09:06.495Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 36 items ok", "timestamp": "2026-10-03T04:09:06.462Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 4 run(s): maxPagesPerCrawl", "timestamp": "2026-10-03T04:09:06.422Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 4 run(s): maxCrawlingDepth", "timestamp": "2026-10-03T04:09:06.384Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s): pageFunction", "timestamp": "2026-10-03T04:09:06.342Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s): startUrls[0].url", "timestamp": "2026-10-03T04:09:06.296Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-03T04:09:06.220Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/cheerio-scraper", "timestamp": "2026-10-03T04:09:06.133Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: check ranOk: 4 Actor run(s), expected at most 2" }, { "scenarioId": "cheerio-scraper-discovery-ikea-static-catalog", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:04:28.834Z", "day": "2026-10-03", "traceId": "25a02a481812e63eb7f4411493628c79", "observationId": "2361c04722c995e6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/25a02a481812e63eb7f4411493628c79?observation=2361c04722c995e6", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "find", "title": "cheerio / find / ikea-static-catalog", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-03T04:16:57.399Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-03T04:16:56.898Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "pintostudio/ikea-products-bycategory", "comment": "Actors the agent ran: pintostudio/ikea-products-bycategory", "timestamp": "2026-10-03T04:16:56.699Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-03T04:16:56.586Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-03T04:16:56.547Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-03T04:16:56.503Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-03T04:16:56.469Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent used the wrong actor (pintostudio/ikea-products-bycategory instead of apify/cheerio-scraper) and only returned 9 items instead of 10, and the actor uses IKEA's catalog API rather than scraping server-rendered HTML as requested; the deterministic checks rightActor and namedActor both FAIL.", "timestamp": "2026-10-03T04:16:56.437Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a reasonable path: search, fetch details, run actor, get dataset items; the extra jq calls were necessary due to the large output, not redundant.", "timestamp": "2026-10-03T04:16:56.377Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When get-dataset-items returned a truncated result too large for the context, the agent correctly fell back to reading the file with jq bash commands to extract the needed fields.", "timestamp": "2026-10-03T04:16:56.340Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used jq to parse the dataset file and extracted real product names and prices (STORKLINTA £139, FÅGELFJÄLLET £199, etc.) from the actual run results rather than inventing data.", "timestamp": "2026-10-03T04:16:56.307Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed categoryUrl, localeCode, page, and perPage correctly to the chosen actor, which are all valid fields per the input schema.", "timestamp": "2026-10-03T04:16:56.269Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose pintostudio/ikea-products-bycategory instead of the correct apify/cheerio-scraper; the task explicitly asked for a lightweight, non-headless-browser scraper with custom field extraction, and the deterministic check rightActor is FAIL.", "timestamp": "2026-10-03T04:16:56.228Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:05:24.901Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-10-03T04:05:24.859Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): pintostudio/ikea-products-bycategory: maxPagesPerCrawl = undefined (expected lte 5)", "timestamp": "2026-10-03T04:05:24.821Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: pintostudio/ikea-products-bycategory: pageFunction = undefined (expected exists undefined)", "timestamp": "2026-10-03T04:05:24.749Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:05:24.708Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/cheerio-scraper\"", "timestamp": "2026-10-03T04:05:24.633Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-03T04:05:24.548Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "pintostudio/ikea-products-bycategory", "infraOk": true, "failedChecks": [ "pageCap", "pageFunction", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper" }, { "scenarioId": "ai-web-scraper-usage-apify-store-first-page", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:05:11.583Z", "day": "2026-10-03", "traceId": "7c5832b6fc89410f23ed2346ee487c62", "observationId": "20596c1e072e7792", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7c5832b6fc89410f23ed2346ee487c62?observation=20596c1e072e7792", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "use", "title": "ai-web / use / apify-store-first-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent produced a comprehensive table of 36 Actors with name, description, rating, and user count, all drawn from the scraped data of the first page of apify.com/store.", "timestamp": "2026-10-03T04:16:55.153Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent produced a comprehensive table of 36 Actors with name, description, rating, and user count, all drawn from the scraped data of the first page of apify.com/store.", "timestamp": "2026-10-03T04:16:55.122Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-03T04:16:55.086Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-03T04:16:55.052Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first get-dataset-items call with fields='data.name,data.description,data.users,data.rating' returned empty items ({}), forcing a retry without field projection. The dot-notation field projection did not work as advertised in the run summary, causing an unnecessary extra tool call.", "timestamp": "2026-10-03T04:16:55.020Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-03T04:16:54.987Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a comprehensive table of 36 Actors with name, description, rating, and user count, all drawn from the scraped data of the first page of apify.com/store.", "timestamp": "2026-10-03T04:16:54.959Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 5 tool calls: one to fetch schema, one to run the actor, two to get dataset items (second needed after first returned empty due to field projection issue), and one to read the large file - reasonably efficient with only one minor retry.", "timestamp": "2026-10-03T04:16:54.923Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first get-dataset-items call with field projection returned empty items ({}), the agent immediately retried without field projection to get the full data, successfully recovering.", "timestamp": "2026-10-03T04:16:54.889Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the full dataset output from the file and extracted Actor names, descriptions, ratings, and user counts directly from the scraped markdown content returned by the Actor.", "timestamp": "2026-10-03T04:16:54.855Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used extractionMode='single' which is correct for one-page scraping, provided the correct startUrl, and gave a clear extraction prompt. However, the deterministic check shows maxPagesToVisit was not set (undefined), though this is less critical since 'single' mode ignores that parameter per the schema description.", "timestamp": "2026-10-03T04:16:54.786Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, and Read tools, all appropriate for the task of running apify/ai-web-scraper and retrieving results.", "timestamp": "2026-10-03T04:16:54.708Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:06:31.160Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-03T04:06:31.117Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-03T04:06:31.082Z", "metadata": {} }, "check.onePage": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper: maxPagesToVisit = undefined (expected lte 3)", "timestamp": "2026-10-03T04:06:31.041Z", "metadata": {} }, "check.promptGiven": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): prompt", "timestamp": "2026-10-03T04:06:31.000Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-03T04:06:30.964Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:06:30.849Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-10-03T04:06:30.766Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "onePage" ], "judgeComment": "PASS: The agent produced a comprehensive table of 36 Actors with name, description, rating, and user count, all drawn from the scraped data of the first page of apify.com/store." }, { "scenarioId": "ai-web-scraper-discovery-climate-articles-three-sites", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:05:16.347Z", "day": "2026-10-03", "traceId": "79dd87c608727649f9a9551062426927", "observationId": "cfb969685523811f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/79dd87c608727649f9a9551062426927?observation=cfb969685523811f", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "find", "title": "ai-web / find / climate-articles-three-sites", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check namedActor: answer does not contain \"apify/ai-web-scraper\"", "timestamp": "2026-10-03T04:16:48.630Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check namedActor: answer does not contain \"apify/ai-web-scraper\"", "timestamp": "2026-10-03T04:16:48.545Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: automation-lab/news-article-extractor, apify/ai-web-scraper", "timestamp": "2026-10-03T04:16:48.508Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-03T04:16:48.471Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-03T04:16:48.434Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check namedActor: answer does not contain \"apify/ai-web-scraper\"", "timestamp": "2026-10-03T04:16:48.390Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "14 tool calls valid", "timestamp": "2026-10-03T04:16:48.352Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns without ever presenting a final answer with article counts per site and three examples; the final 'answer' is just a transitional statement about trying another actor.", "timestamp": "2026-10-03T04:16:48.318Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 4 actor runs (exceeding the expected max of 3), tried the wrong actor first, then ran ai-web-scraper twice with different modes (scout then agentic), both yielding only 1 item, and ran out of turns without completing the task.", "timestamp": "2026-10-03T04:16:48.276Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first actor (automation-lab) returned 0 items, the agent searched for alternatives and found apify/ai-web-scraper; when the input schema validation failed, the agent corrected the startUrls format.", "timestamp": "2026-10-03T04:16:48.237Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved dataset items from both runs but only got 1 article total (from Guardian), and the final answer was cut off mid-exploration without presenting any summary, counts, or examples to the user.", "timestamp": "2026-10-03T04:16:48.200Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call to apify/ai-web-scraper used plain strings in startUrls instead of objects with 'url' keys, causing a validation error; the agent then corrected this in the next call.", "timestamp": "2026-10-03T04:16:48.071Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent eventually found and used apify/ai-web-scraper (the correct AI-based scraper requiring no selectors/code), though it first wasted a run on automation-lab/news-article-extractor which returned 0 items.", "timestamp": "2026-10-03T04:16:48.033Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:08:44.474Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor", "timestamp": "2026-10-03T04:08:44.437Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: maxPagesToVisit = undefined (expected lte 20)", "timestamp": "2026-10-03T04:08:44.396Z", "metadata": {} }, "check.promptGiven": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: prompt = undefined (expected exists undefined)", "timestamp": "2026-10-03T04:08:44.359Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-10-03T04:08:44.306Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/ai-web-scraper\"", "timestamp": "2026-10-03T04:08:44.268Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-10-03T04:08:44.232Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "pageCap", "promptGiven", "ranOk", "namedActor" ], "judgeComment": "FAIL: check namedActor: answer does not contain \"apify/ai-web-scraper\"" }, { "scenarioId": "zillow-zip-search-usage-scottsdale", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:05:18.071Z", "day": "2026-10-03", "traceId": "1b6656f64b306cc491114d82171f919a", "observationId": "52625885320c19e6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1b6656f64b306cc491114d82171f919a?observation=52625885320c19e6", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "use", "title": "zillow-zip-search / use / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported 10 homes retrieved, identified the cheapest property as 4950 N MILLER Road #337, Scottsdale, AZ 85251 at $160,000, fulfilling all task requirements.", "timestamp": "2026-10-03T04:16:43.426Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported 10 homes retrieved, identified the cheapest property as 4950 N MILLER Road #337, Scottsdale, AZ 85251 at $160,000, fulfilling all task requirements.", "timestamp": "2026-10-03T04:16:43.384Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-03T04:16:43.349Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-03T04:16:43.312Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor used, all required boolean flags set properly, results grounded in actual data, efficient 3-call plan, and complete accurate answer delivered.", "timestamp": "2026-10-03T04:16:43.273Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-03T04:16:43.235Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported 10 homes retrieved, identified the cheapest property as 4950 N MILLER Road #337, Scottsdale, AZ 85251 at $160,000, fulfilling all task requirements.", "timestamp": "2026-10-03T04:16:43.185Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve results — no redundant steps.", "timestamp": "2026-10-03T04:16:43.148Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the dataset items and correctly identified the cheapest property (4950 N MILLER Road #337 at $160,000) directly from the returned data, confirmed by the grounded check passing.", "timestamp": "2026-10-03T04:16:43.106Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set zipCodes=['85251'], priceMax=800000, resultsLimit=10, forSaleByAgent=true, forSaleByOwner=true, forRent=false, sold=false — all required fields correctly populated as confirmed by the requiredFlags and priceCap deterministic checks passing.", "timestamp": "2026-10-03T04:16:43.028Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-03T04:16:42.952Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:05:54.823Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-03T04:05:54.768Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-10-03T04:05:54.734Z", "metadata": {} }, "check.tenResults": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-03T04:05:54.702Z", "metadata": {} }, "check.priceCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): priceMax", "timestamp": "2026-10-03T04:05:54.670Z", "metadata": {} }, "check.requiredFlags": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-03T04:05:54.630Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:05:54.599Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/zillow-zip-search", "timestamp": "2026-10-03T04:05:54.533Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{1,3},\\d{3}/", "timestamp": "2026-10-03T04:05:54.453Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent correctly reported 10 homes retrieved, identified the cheapest property as 4950 N MILLER Road #337, Scottsdale, AZ 85251 at $160,000, fulfilling all task requirements." }, { "scenarioId": "zillow-zip-search-discovery-scottsdale", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:05:24.930Z", "day": "2026-10-03", "traceId": "b62b9ae47a9a51e375b6b372d80aa7ae", "observationId": "f95ab20a3d77c2ca", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b62b9ae47a9a51e375b6b372d80aa7ae?observation=f95ab20a3d77c2ca", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "find", "title": "zillow-zip-search / find / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used whitewalk/real-estate-scraper, crawlerbros/united-real-estate-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-03T04:16:45.486Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used whitewalk/real-estate-scraper, crawlerbros/united-real-estate-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-03T04:16:45.401Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "whitewalk/real-estate-scraper", "comment": "Actors the agent ran: whitewalk/real-estate-scraper, crawlerbros/united-real-estate-scraper", "timestamp": "2026-10-03T04:16:45.363Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-03T04:16:45.323Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-03T04:16:45.283Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used whitewalk/real-estate-scraper, crawlerbros/united-real-estate-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-03T04:16:45.249Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-03T04:16:45.213Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered 10 homes with addresses and prices in ZIP 85251 under $800,000, but used crawlerbros/united-real-estate-scraper instead of the required maxcopell/zillow actor, failing the rightActor and namedActor deterministic checks.", "timestamp": "2026-10-03T04:16:45.177Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran two failed attempts with whitewalk/real-estate-scraper before switching to crawlerbros, adding unnecessary runs; however, the pivot was reasonable given the failures, though searching for the correct maxcopell/zillow actor earlier would have been more efficient.", "timestamp": "2026-10-03T04:16:45.140Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When whitewalk/real-estate-scraper returned 0 results for both ZIP code '85251' and 'Scottsdale, AZ', the agent correctly pivoted to trying crawlerbros/united-real-estate-scraper, which succeeded.", "timestamp": "2026-10-03T04:16:45.069Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items from crawlerbros/united-real-estate-scraper and directly used the fullAddress and price fields from the dataset to populate the final answer.", "timestamp": "2026-10-03T04:16:45.031Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The arguments passed to each actor were well-formed: ZIP code 85251, maxPrice 800000, maxItems 10 for crawlerbros; and appropriate location/price/limit fields for whitewalk. All required fields were provided.", "timestamp": "2026-10-03T04:16:44.997Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for real estate actors and selected whitewalk/real-estate-scraper first, then crawlerbros/united-real-estate-scraper, but never discovered or tried the intended maxcopell/zillow-zip-search actor, which is confirmed by the rightActor FAIL deterministic check.", "timestamp": "2026-10-03T04:16:44.956Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:06:53.048Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-03T04:06:52.989Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 3 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:06:52.946Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"maxcopell/zillow\"", "timestamp": "2026-10-03T04:06:52.909Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used whitewalk/real-estate-scraper, crawlerbros/united-real-estate-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-03T04:06:52.858Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "whitewalk/real-estate-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used whitewalk/real-estate-scraper, crawlerbros/united-real-estate-scraper; expected ^maxcopell/zillow" }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:05:54.856Z", "day": "2026-10-03", "traceId": "18dd9836243e1e0628e716289f055727", "observationId": "3c7093ee3fa5b24e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/18dd9836243e1e0628e716289f055727?observation=3c7093ee3fa5b24e", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 2 of 3 numbers not in Actor output: 296,834, 300,000", "timestamp": "2026-10-03T04:16:47.779Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 2 of 3 numbers not in Actor output: 296,834, 300,000", "timestamp": "2026-10-03T04:16:47.693Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-03T04:16:47.653Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-03T04:16:47.615Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 2 of 3 numbers not in Actor output: 296,834, 300,000", "timestamp": "2026-10-03T04:16:47.550Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-03T04:16:47.512Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent provided follower count (104,282,234), average likes (~296,834), and an interpretation sentence, but the grounded check FAIL indicates 2 of 3 numbers (296,834 and 300,000) were not found in Actor output, suggesting the computed average may have been slightly miscalculated or the rounded figure '300,000' was invented rather than derived.", "timestamp": "2026-10-03T04:16:47.474Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran both Actor calls in parallel, then retrieved profile data and waited for posts run simultaneously, making the workflow efficient with minimal unnecessary steps.", "timestamp": "2026-10-03T04:16:47.434Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The second actor run initially returned READY status, and the agent correctly used get-actor-run with waitSecs=45 to wait for completion before fetching the dataset items.", "timestamp": "2026-10-03T04:16:47.392Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved the follower count (104,282,234) directly from the dataset and fetched all 20 post likesCount values from the posts dataset, but the grounded check FAIL indicates the reported average of 296,834 does not match the actual computed average from the returned data (summing the 20 values: 91410+326035+119323+745038+194012+451389+108650+683088+103349+344836+292508+543044+500055+516394+207620+223147+38639+237066+163027+48058 = ~5,936,688 / 20 = ~296,834, which actually does match the data — however the grounded check still FAILed, possibly due to rounding or the '300,000' approximation used in the text).", "timestamp": "2026-10-03T04:16:47.359Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used correct inputs: resultsType='details' for profile and resultsType='posts' with resultsLimit=20 for posts, both with the correct directUrls pointing to instagram.com/nasa/.", "timestamp": "2026-10-03T04:16:47.321Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/instagram-scraper for both profile details and recent posts retrieval, which is exactly the Actor specified in the task.", "timestamp": "2026-10-03T04:16:47.281Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:07:26.891Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-03T04:07:26.859Z", "metadata": {} }, "check.followers": { "value": 1, "stringValue": null, "comment": "PASS: followersCount within 2%", "timestamp": "2026-10-03T04:07:26.824Z", "metadata": {} }, "check.grounded": { "value": 0.333, "stringValue": null, "comment": "FAIL: 2 of 3 numbers not in Actor output: 296,834, 300,000", "timestamp": "2026-10-03T04:07:26.787Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): directUrls[0]", "timestamp": "2026-10-03T04:07:26.742Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:07:26.708Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-10-03T04:07:26.633Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-10-03T04:07:26.541Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 2 of 3 numbers not in Actor output: 296,834, 300,000" }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:06:31.194Z", "day": "2026-10-03", "traceId": "d4774822089e59a37707e75767b68a30", "observationId": "c85479d30d645b13", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d4774822089e59a37707e75767b68a30?observation=c85479d30d645b13", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-03T04:16:36.202Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-03T04:16:36.119Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/instagram-post-scraper", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-03T04:16:36.078Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-03T04:16:36.032Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-03T04:16:35.994Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-03T04:16:35.942Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-03T04:16:35.906Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent retrieved 3 posts and reported the correct count, but used the wrong actor (apify/instagram-post-scraper instead of apify/instagram-scraper), so the namedActor and rightActor checks both FAIL, meaning the task was not completed as specified.", "timestamp": "2026-10-03T04:16:35.874Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made exactly 3 tool calls (search, fetch details, call actor) with no redundant steps, which is a direct path to the answer.", "timestamp": "2026-10-03T04:16:35.842Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent reported 'Posts: 3' directly from the dataset itemCount=3 returned by the actor run, not invented.", "timestamp": "2026-10-03T04:16:35.805Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=['nasa'] and resultsLimit=3 to apify/instagram-post-scraper, which matches the actor's required input schema and correctly limits to 3 posts.", "timestamp": "2026-10-03T04:16:35.769Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, and call-actor which are appropriate tools, but selected apify/instagram-post-scraper instead of the intended apify/instagram-scraper — the rightActor check is marked FAIL.", "timestamp": "2026-10-03T04:16:35.732Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:07:00.371Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-03T04:07:00.332Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:07:00.261Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-03T04:07:00.215Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-03T04:07:00.122Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/instagram-post-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper" }, { "scenarioId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:06:47.146Z", "day": "2026-10-03", "traceId": "86bb07dd700572d0b25db889800e8e84", "observationId": "f6ce81d59ea34b64", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/86bb07dd700572d0b25db889800e8e84?observation=f6ce81d59ea34b64", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "use", "title": "instagram-reel / use / natgeo-skip-pinned", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence of each caption, play count, and duration in seconds for all 3 reels, grounded in the retrieved data.", "timestamp": "2026-10-03T04:16:33.192Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence of each caption, play count, and duration in seconds for all 3 reels, grounded in the retrieved data.", "timestamp": "2026-10-03T04:16:33.149Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-03T04:16:33.112Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-03T04:16:33.060Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, provided proper inputs, retrieved real data, and reported accurate results.", "timestamp": "2026-10-03T04:16:33.015Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-03T04:16:32.975Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence of each caption, play count, and duration in seconds for all 3 reels, grounded in the retrieved data.", "timestamp": "2026-10-03T04:16:32.937Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls (fetch details, run actor, get items) with no redundant steps.", "timestamp": "2026-10-03T04:16:32.900Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 8 numbers in the final answer were found in the Actor output, and the captions match the dataset items retrieved.", "timestamp": "2026-10-03T04:16:32.858Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-reel-scraper with username=[\"natgeo\"], resultsLimit=3, and skipPinnedPosts=true, which matches all required inputs per the deterministic checks.", "timestamp": "2026-10-03T04:16:32.822Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-03T04:16:32.777Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:07:34.275Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-03T04:07:34.216Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 8 numbers found in Actor output", "timestamp": "2026-10-03T04:07:34.136Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-03T04:07:34.099Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-03T04:07:34.052Z", "metadata": {} }, "check.threeReels": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-03T04:07:34.012Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-03T04:07:33.962Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:07:33.886Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-03T04:07:33.792Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence of each caption, play count, and duration in seconds for all 3 reels, grounded in the retrieved data." }, { "scenarioId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:06:53.082Z", "day": "2026-10-03", "traceId": "4e610c798908d855836c1a88fea6fde9", "observationId": "9f5b2857ed9ee252", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4e610c798908d855836c1a88fea6fde9?observation=9f5b2857ed9ee252", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "find", "title": "instagram-reel / find / natgeo-reels-shares", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-03T04:16:33.859Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-03T04:16:33.778Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-reel-scraper", "timestamp": "2026-10-03T04:16:33.743Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-03T04:16:33.702Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-03T04:16:33.666Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The dataset fields listed in the run result do not include 'sharesCount', and the agent's projected query for 'sharesCount' returned no such field in the items, suggesting the Actor may not have returned shares data in a clearly labeled field the agent could find, leading to the agent reporting shares as 'Not available in dataset' despite includeSharesCount being enabled.", "timestamp": "2026-10-03T04:16:33.626Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-03T04:16:33.587Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported captions and play counts correctly from real data, but reported shares as 'Not available in dataset' despite the sharesFlag deterministic check confirming includeSharesCount was properly set and the run succeeded - the shares data was either in the dataset but not found/reported, or the actor returned null values for shares which the agent should have reported as null/0 rather than claiming unavailability.", "timestamp": "2026-10-03T04:16:33.543Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made one extra get-dataset-items call (without field filtering) after already getting the data, then had to read from a file, adding unnecessary steps when the first projected query already returned the needed data.", "timestamp": "2026-10-03T04:16:33.505Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent made an extra get-dataset-items call and then a Read call when the output was too large, successfully recovering to get the full data.", "timestamp": "2026-10-03T04:16:33.420Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual captions, play counts, and timestamps from the retrieved dataset items rather than inventing data, correctly reporting the three reels with their real play counts.", "timestamp": "2026-10-03T04:16:33.379Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with username=['natgeo'], resultsLimit=3, and includeSharesCount=true, which are all correct and well-formed inputs matching the task requirements.", "timestamp": "2026-10-03T04:16:33.338Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-reel-scraper, the intended actor for scraping Instagram Reels with share counts.", "timestamp": "2026-10-03T04:16:33.300Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:08:03.238Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-03T04:08:03.201Z", "metadata": {} }, "check.sharesFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeSharesCount", "timestamp": "2026-10-03T04:08:03.150Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:08:03.102Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-reel-scraper\"", "timestamp": "2026-10-03T04:08:03.013Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-03T04:08:02.926Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-usage-natgeo-about-section", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:07:00.408Z", "day": "2026-10-03", "traceId": "fc8506de405232505d4f9dc3290a3868", "observationId": "076503b594dedfd8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/fc8506de405232505d4f9dc3290a3868?observation=076503b594dedfd8", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "use", "title": "instagram-profile / use / natgeo-about-section", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-03T04:16:31.552Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-03T04:16:31.466Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-03T04:16:31.399Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-03T04:16:31.348Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The get-dataset-items call returned no country field despite includeAboutSection=true being set; the Actor's about section data (country, join date) was not present in the output fields list or the returned items, preventing the agent from fulfilling the country requirement of the task.", "timestamp": "2026-10-03T04:16:31.309Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-03T04:16:31.215Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported the bio's first sentence and business account status correctly from retrieved data, but could not provide the country because the about section data was not returned (no country field in the dataset items), leaving one of the three requested pieces of information unfulfilled.", "timestamp": "2026-10-03T04:16:31.110Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call (first with specific fields, then with all fields) which was a minor inefficiency but reasonable for verifying country data availability.", "timestamp": "2026-10-03T04:16:31.009Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the biography 'Step into wonder and find your inner explorer with National Geographic 🌎' and isBusinessAccount=true from the retrieved dataset items, not from invention.", "timestamp": "2026-10-03T04:16:30.897Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with usernames=['natgeo'] and includeAboutSection=true, which matches the required input schema and the task requirements.", "timestamp": "2026-10-03T04:16:30.726Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items tools, which are the appropriate tools for running the apify/instagram-profile-scraper and retrieving results.", "timestamp": "2026-10-03T04:16:30.679Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:07:35.769Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-03T04:07:35.726Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-03T04:07:35.690Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-03T04:07:35.649Z", "metadata": {} }, "check.aboutSection": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeAboutSection", "timestamp": "2026-10-03T04:07:35.615Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): usernames[0]", "timestamp": "2026-10-03T04:07:35.571Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:07:35.535Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-03T04:07:35.498Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-discovery-natgeo-verified", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:07:26.922Z", "day": "2026-10-03", "traceId": "59f879be9aadbed072ff19637eba452d", "observationId": "2db23403ab531588", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/59f879be9aadbed072ff19637eba452d?observation=2db23403ab531588", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "find", "title": "instagram-profile / find / natgeo-verified", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer correctly reports @natgeo is verified, quotes the exact bio from retrieved data, ends with the required 'Actor: apify/instagram-profile-scraper' line, and all deterministic checks passed.", "timestamp": "2026-10-03T04:16:25.151Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer correctly reports @natgeo is verified, quotes the exact bio from retrieved data, ends with the required 'Actor: apify/instagram-profile-scraper' line, and all deterministic checks passed.", "timestamp": "2026-10-03T04:16:25.114Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-profile-scraper", "timestamp": "2026-10-03T04:16:25.077Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-03T04:16:25.040Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-03T04:16:24.990Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the correct actor, used proper inputs, utilized retrieved data accurately, and completed the task efficiently.", "timestamp": "2026-10-03T04:16:24.952Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-03T04:16:24.883Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer correctly reports @natgeo is verified, quotes the exact bio from retrieved data, ends with the required 'Actor: apify/instagram-profile-scraper' line, and all deterministic checks passed.", "timestamp": "2026-10-03T04:16:24.819Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search, fetch details, run actor, get items) in a logical sequence with no redundant steps or retries.", "timestamp": "2026-10-03T04:16:24.769Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the biography 'Step into wonder and find your inner explorer with National Geographic 🌎' and verified=true from the dataset items returned by the tool call, not from prior knowledge.", "timestamp": "2026-10-03T04:16:24.736Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed {\"usernames\": [\"natgeo\"]} to the profile scraper, matching the required 'usernames' array field from the input schema, and requested only relevant fields (username, verified, biography) when fetching dataset items.", "timestamp": "2026-10-03T04:16:24.698Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for Instagram actors, found apify/instagram-profile-scraper (the correct actor for profile info), fetched its details, ran it, and retrieved dataset items - all appropriate tools for the task.", "timestamp": "2026-10-03T04:16:24.633Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:08:12.909Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-03T04:08:12.877Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:08:12.843Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-profile-scraper\"", "timestamp": "2026-10-03T04:08:12.806Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-03T04:08:12.741Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer correctly reports @natgeo is verified, quotes the exact bio from retrieved data, ends with the required 'Actor: apify/instagram-profile-scraper' line, and all deterministic checks passed." }, { "scenarioId": "instagram-post-scraper-usage-natgeo-three-posts", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:07:34.338Z", "day": "2026-10-03", "traceId": "d9951a8dc2e2d18c3cd1624f1a2df9c8", "observationId": "427a0014dd6341b0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d9951a8dc2e2d18c3cd1624f1a2df9c8?observation=427a0014dd6341b0", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "use", "title": "instagram-post / use / natgeo-three-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 12 numbers not in Actor output: 9", "timestamp": "2026-10-03T04:16:26.580Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 12 numbers not in Actor output: 9", "timestamp": "2026-10-03T04:16:26.497Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-03T04:16:26.461Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-03T04:16:26.425Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 12 numbers not in Actor output: 9", "timestamp": "2026-10-03T04:16:26.366Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-03T04:16:26.326Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The grounded check FAILed because 1 of 12 numbers in the answer was not found in the actor output; the number '9' appears in '164,257' formatted as '164,257' but the raw value is 164257 — however the harness flagged this, indicating a minor grounding discrepancy, though all three posts' first sentences and like counts are reported and match the retrieved data.", "timestamp": "2026-10-03T04:16:26.290Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run actor, retrieve items — no redundant calls.", "timestamp": "2026-10-03T04:16:26.253Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and reported captions and like counts directly from the tool result preview, which matches the data shown (25464, 10432, 164257).", "timestamp": "2026-10-03T04:16:26.216Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=['natgeo'], resultsLimit=3, skipPinnedPosts=true, and dataDetailLevel='basicData', all of which are correct and well-formed inputs matching the actor's schema.", "timestamp": "2026-10-03T04:16:26.179Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-03T04:16:26.142Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:08:12.692Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-03T04:08:12.658Z", "metadata": {} }, "check.grounded": { "value": 0.917, "stringValue": null, "comment": "FAIL: 1 of 12 numbers not in Actor output: 9", "timestamp": "2026-10-03T04:08:12.623Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-03T04:08:12.588Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-03T04:08:12.550Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-03T04:08:12.513Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-03T04:08:12.437Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:08:12.384Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-03T04:08:12.298Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 12 numbers not in Actor output: 9" }, { "scenarioId": "instagram-post-scraper-discovery-natgeo-latest-post", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:07:35.810Z", "day": "2026-10-03", "traceId": "83627b73b74d369ade2ea7d4955e97f8", "observationId": "43fd34f97961d434", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/83627b73b74d369ade2ea7d4955e97f8?observation=43fd34f97961d434", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "find", "title": "instagram-post / find / natgeo-latest-post", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence of the caption ('Presented by @Rolex.'), the comment count (519), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data.", "timestamp": "2026-10-03T04:16:21.225Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence of the caption ('Presented by @Rolex.'), the comment count (519), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data.", "timestamp": "2026-10-03T04:16:21.188Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-03T04:16:21.148Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-03T04:16:21.076Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-03T04:16:21.041Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered, ran, and reported results from apify/instagram-post-scraper with accurate data from the retrieved post.", "timestamp": "2026-10-03T04:16:20.993Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-03T04:16:20.956Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence of the caption ('Presented by @Rolex.'), the comment count (519), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data.", "timestamp": "2026-10-03T04:16:20.918Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: search, fetch details, run actor, get results — no redundant calls or backtracking.", "timestamp": "2026-10-03T04:16:20.882Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent extracted the caption and commentsCount (519) directly from the dataset items returned by get-dataset-items, not from invented data.", "timestamp": "2026-10-03T04:16:20.846Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-post-scraper with username=['natgeo'], resultsLimit=1, and dataDetailLevel='basicData', which are all correct and well-formed inputs for the task.", "timestamp": "2026-10-03T04:16:20.806Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for discovering and running the Instagram Post Scraper.", "timestamp": "2026-10-03T04:16:20.729Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:08:13.458Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-03T04:08:13.423Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:08:13.386Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-post-scraper\"", "timestamp": "2026-10-03T04:08:13.348Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-03T04:08:13.315Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence of the caption ('Presented by @Rolex.'), the comment count (519), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data." }, { "scenarioId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:08:03.276Z", "day": "2026-10-03", "traceId": "d9873238d1fb98036e78cecc7de0b584", "observationId": "cc000d7e098a02c1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d9873238d1fb98036e78cecc7de0b584?observation=cc000d7e098a02c1", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "use", "title": "instagram-hashtag / use / nasa-keyword-reels", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 5 reels with the first sentence of each caption and like counts (correctly noting -1 as 'Not available' for two posts), fully fulfilling the task.", "timestamp": "2026-10-03T04:16:21.599Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 5 reels with the first sentence of each caption and like counts (correctly noting -1 as 'Not available' for two posts), fully fulfilling the task.", "timestamp": "2026-10-03T04:16:21.557Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-03T04:16:21.521Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-03T04:16:21.471Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor used, correct inputs, data properly retrieved and reported, efficient plan, task fully completed.", "timestamp": "2026-10-03T04:16:21.431Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-03T04:16:21.374Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 5 reels with the first sentence of each caption and like counts (correctly noting -1 as 'Not available' for two posts), fully fulfilling the task.", "timestamp": "2026-10-03T04:16:21.284Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch details, run actor, retrieve items — no redundant calls.", "timestamp": "2026-10-03T04:16:21.247Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 8 numbers in the answer were found in Actor output, and captions match the dataset preview exactly.", "timestamp": "2026-10-03T04:16:21.209Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with hashtags=['nasa'], keywordSearch=true, resultsType='reels', resultsLimit=5, all matching the required input schema and task requirements.", "timestamp": "2026-10-03T04:16:21.169Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-03T04:16:21.136Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:08:40.240Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-03T04:08:40.185Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 8 numbers found in Actor output", "timestamp": "2026-10-03T04:08:40.148Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-03T04:08:40.111Z", "metadata": {} }, "check.fiveResults": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-03T04:08:40.076Z", "metadata": {} }, "check.reelsType": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsType", "timestamp": "2026-10-03T04:08:40.039Z", "metadata": {} }, "check.keywordMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): keywordSearch", "timestamp": "2026-10-03T04:08:39.997Z", "metadata": {} }, "check.keywordInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): hashtags[0]", "timestamp": "2026-10-03T04:08:39.955Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:08:39.875Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-10-03T04:08:39.787Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 5 reels with the first sentence of each caption and like counts (correctly noting -1 as 'Not available' for two posts), fully fulfilling the task." }, { "scenarioId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:08:12.725Z", "day": "2026-10-03", "traceId": "188d6ba7a7012ab2e3e68eb8ba5efbfd", "observationId": "2d83bbace6c35241", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/188d6ba7a7012ab2e3e68eb8ba5efbfd?observation=2d83bbace6c35241", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "find", "title": "instagram-hashtag / find / nasa-hashtag", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used data-slayer/instagram-hashtag-posts-reels-scraper-no-login; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-03T04:16:16.172Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used data-slayer/instagram-hashtag-posts-reels-scraper-no-login; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-03T04:16:16.091Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "data-slayer/instagram-hashtag-posts-reels-scraper-no-login", "comment": "Actors the agent ran: data-slayer/instagram-hashtag-posts-reels-scraper-no-login", "timestamp": "2026-10-03T04:16:16.057Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-03T04:16:16.020Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-03T04:16:15.980Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used data-slayer/instagram-hashtag-posts-reels-scraper-no-login; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-03T04:16:15.933Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-03T04:16:15.898Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 5 real Instagram posts tagged #nasa with account names and post descriptions grounded in retrieved data, but used the wrong actor (data-slayer instead of apify/instagram-hashtag-scraper), so the rightActor and namedActor checks both FAIL per deterministic facts.", "timestamp": "2026-10-03T04:16:15.786Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch details, call actor, get dataset) in a logical sequence with no redundant steps.", "timestamp": "2026-10-03T04:16:15.746Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and accurately reported usernames, captions, and engagement metrics directly from the tool results without inventing data.", "timestamp": "2026-10-03T04:16:15.704Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with hashtag='nasa', maxResults=5, mode='basic', which are all valid and well-formed inputs matching the actor's input schema.", "timestamp": "2026-10-03T04:16:15.662Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Instagram hashtag scrapers and selected data-slayer/instagram-hashtag-posts-reels-scraper-no-login, which is a valid hashtag scraper but not the intended apify/instagram-hashtag-scraper; the rightActor check is FAIL per the deterministic facts.", "timestamp": "2026-10-03T04:16:15.610Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:08:50.750Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-03T04:08:50.710Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:08:50.668Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-hashtag-scraper\"", "timestamp": "2026-10-03T04:08:50.631Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used data-slayer/instagram-hashtag-posts-reels-scraper-no-login; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-03T04:08:50.591Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "data-slayer/instagram-hashtag-posts-reels-scraper-no-login", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used data-slayer/instagram-hashtag-posts-reels-scraper-no-login; expected apify/instagram-hashtag-scraper" }, { "scenarioId": "facebook-posts-scraper-usage-nasa-engagement", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:08:12.951Z", "day": "2026-10-03", "traceId": "9e35a20fc2150c53f0e1c1598cf98b7c", "observationId": "ec7e4ae775f8eebb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9e35a20fc2150c53f0e1c1598cf98b7c?observation=ec7e4ae775f8eebb", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "use", "title": "facebook-posts / use / nasa-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 4 numbers not in Actor output: 10,000", "timestamp": "2026-10-03T04:16:15.479Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 4 numbers not in Actor output: 10,000", "timestamp": "2026-10-03T04:16:15.391Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-03T04:16:15.337Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-03T04:16:15.291Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 4 numbers not in Actor output: 10,000", "timestamp": "2026-10-03T04:16:15.240Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-03T04:16:15.194Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported first sentences and reaction counts for all 5 posts, but the grounded check confirms that '10,000' appears in the answer but not in the Actor output, meaning the agent introduced an invented/rounded number in its summary.", "timestamp": "2026-10-03T04:16:15.158Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch details, run actor, retrieve results — no redundant calls.", "timestamp": "2026-10-03T04:16:15.123Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent used the retrieved dataset items to report post text and reaction counts, but summed reaction counts incorrectly — e.g., Post 3 shows 10,892 total but the actual sum of retrieved fields (8738+1705+222+40+177+2+8) is 10,892, which is correct; however the grounded check flags 10,000 as not in Actor output, indicating the agent's summary statement 'over 10,000 reactions' used a rounded/invented figure.", "timestamp": "2026-10-03T04:16:15.089Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/facebook-posts-scraper with startUrls set to https://www.facebook.com/NASA and resultsLimit=5, matching the task requirements exactly.", "timestamp": "2026-10-03T04:16:15.057Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-03T04:16:15.022Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:08:48.481Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-03T04:08:48.436Z", "metadata": {} }, "check.grounded": { "value": 0.75, "stringValue": null, "comment": "FAIL: 1 of 4 numbers not in Actor output: 10,000", "timestamp": "2026-10-03T04:08:48.400Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-03T04:08:48.366Z", "metadata": {} }, "check.fivePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-03T04:08:48.326Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-03T04:08:48.287Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:08:48.252Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-03T04:08:48.209Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{2,}/", "timestamp": "2026-10-03T04:08:48.169Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 4 numbers not in Actor output: 10,000" }, { "scenarioId": "facebook-posts-scraper-discovery-nasa-page", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:08:13.510Z", "day": "2026-10-03", "traceId": "5a1d5bea75d3fb5926334e4fe4f5fb6e", "observationId": "1a8fdb74b5d35596", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5a1d5bea75d3fb5926334e4fe4f5fb6e?observation=1a8fdb74b5d35596", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "find", "title": "facebook-posts / find / nasa-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent delivered all 5 most recent NASA Facebook posts with text content and reaction counts, ended with 'Actor: apify/facebook-posts-scraper' as required, fulfilling the task completely.", "timestamp": "2026-10-03T04:16:13.135Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent delivered all 5 most recent NASA Facebook posts with text content and reaction counts, ended with 'Actor: apify/facebook-posts-scraper' as required, fulfilling the task completely.", "timestamp": "2026-10-03T04:16:13.096Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/facebook-posts-scraper", "timestamp": "2026-10-03T04:16:13.058Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-03T04:16:13.019Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-03T04:16:12.981Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor selected, proper inputs provided, results accurately utilized, efficient plan executed, and task fully completed.", "timestamp": "2026-10-03T04:16:12.922Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-03T04:16:12.889Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered all 5 most recent NASA Facebook posts with text content and reaction counts, ended with 'Actor: apify/facebook-posts-scraper' as required, fulfilling the task completely.", "timestamp": "2026-10-03T04:16:12.855Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls: search-actors, fetch-actor-details, call-actor, and get-dataset-items — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-03T04:16:12.817Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the run and accurately reported post texts and reaction counts (likes field) directly from the returned data, including timestamps and URLs.", "timestamp": "2026-10-03T04:16:12.777Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct NASA Facebook URL (https://www.facebook.com/NASA) as startUrls and set resultsLimit to 5, matching the task requirements and the actor's input schema.", "timestamp": "2026-10-03T04:16:12.740Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/facebook-posts-scraper, the intended actor for scraping Facebook page posts, confirmed by the deterministic check rightActor: PASS.", "timestamp": "2026-10-03T04:16:12.705Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:08:46.163Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-03T04:08:46.124Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:08:46.084Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-posts-scraper\"", "timestamp": "2026-10-03T04:08:46.047Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-03T04:08:46.006Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent delivered all 5 most recent NASA Facebook posts with text content and reaction counts, ended with 'Actor: apify/facebook-posts-scraper' as required, fulfilling the task completely." }, { "scenarioId": "facebook-groups-scraper-usage-recent-activity", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:08:40.277Z", "day": "2026-10-03", "traceId": "acef63c049e72b8622a67d8fee38990a", "observationId": "6acb1e96261dd70a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/acef63c049e72b8622a67d8fee38990a?observation=6acb1e96261dd70a", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "use", "title": "facebook-groups / use / recent-activity", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 3 posts with their text (summarized as 'Let's welcome our new members!' with member name lists) and comment counts (all 0), grounded in actual retrieved data as confirmed by the deterministic checks.", "timestamp": "2026-10-03T04:16:11.944Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 3 posts with their text (summarized as 'Let's welcome our new members!' with member name lists) and comment counts (all 0), grounded in actual retrieved data as confirmed by the deterministic checks.", "timestamp": "2026-10-03T04:16:11.906Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-03T04:16:11.875Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-03T04:16:11.837Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, provided proper inputs, handled the oversized output gracefully, and delivered a grounded answer with post text and comment counts.", "timestamp": "2026-10-03T04:16:11.801Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-03T04:16:11.767Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 3 posts with their text (summarized as 'Let's welcome our new members!' with member name lists) and comment counts (all 0), grounded in actual retrieved data as confirmed by the deterministic checks.", "timestamp": "2026-10-03T04:16:11.702Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct path: fetch actor details, run actor, get dataset items, handle oversized result with Bash/jq — no unnecessary repetition.", "timestamp": "2026-10-03T04:16:11.659Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When get-dataset-items returned a result too large for direct reading, the agent correctly pivoted to using Bash with jq to extract the needed fields from the saved file.", "timestamp": "2026-10-03T04:16:11.617Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used Bash with jq to extract text and commentsCount from the dataset file, and the final answer reflects actual data retrieved (grounded check PASS confirms comment counts found in Actor output).", "timestamp": "2026-10-03T04:16:11.576Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/facebook-groups-scraper with startUrls set to the correct group URL, resultsLimit=3, and viewOption='RECENT_ACTIVITY', matching all required parameters.", "timestamp": "2026-10-03T04:16:11.540Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, Read, and Bash tools, all appropriate for running the Facebook Groups Scraper and retrieving results.", "timestamp": "2026-10-03T04:16:11.491Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:09:19.272Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-03T04:09:19.222Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 3 numbers found in Actor output", "timestamp": "2026-10-03T04:09:19.186Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-03T04:09:19.148Z", "metadata": {} }, "check.sortOrder": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): viewOption", "timestamp": "2026-10-03T04:09:19.111Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-03T04:09:19.078Z", "metadata": {} }, "check.groupUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-03T04:09:19.043Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:09:18.965Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-10-03T04:09:18.888Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 3 posts with their text (summarized as 'Let's welcome our new members!' with member name lists) and comment counts (all 0), grounded in actual retrieved data as confirmed by the deterministic checks." }, { "scenarioId": "facebook-groups-scraper-discovery-public-group-posts", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:08:44.529Z", "day": "2026-10-03", "traceId": "9dab30ea46f52c235cbf7f0f4cc6eff2", "observationId": "226a45c4ca943111", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9dab30ea46f52c235cbf7f0f4cc6eff2?observation=226a45c4ca943111", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "find", "title": "facebook-groups / find / public-group-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 3 posts as welcome announcements listing new member names (consistent with retrieved data), named the poster as 'AllMath', and ended with 'Actor: apify/facebook-groups-scraper' as required.", "timestamp": "2026-10-03T04:16:04.422Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 3 posts as welcome announcements listing new member names (consistent with retrieved data), named the poster as 'AllMath', and ended with 'Actor: apify/facebook-groups-scraper' as required.", "timestamp": "2026-10-03T04:16:04.383Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/facebook-groups-scraper", "timestamp": "2026-10-03T04:16:04.348Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-03T04:16:04.311Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-03T04:16:04.275Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the correct actor was found, inputs were well-formed, real data was used in the answer, no errors occurred, the plan was efficient, and the task was fully completed.", "timestamp": "2026-10-03T04:16:04.243Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-03T04:16:04.204Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 3 posts as welcome announcements listing new member names (consistent with retrieved data), named the poster as 'AllMath', and ended with 'Actor: apify/facebook-groups-scraper' as required.", "timestamp": "2026-10-03T04:16:04.077Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran two parallel searches, fetched actor details once, called the actor once, and retrieved dataset items once — a reasonably direct path with no redundant calls.", "timestamp": "2026-10-03T04:16:04.044Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and used the actual post text (welcome announcements listing new member names) and user.name ('AllMath') from the tool results to describe the posts.", "timestamp": "2026-10-03T04:16:04.010Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/facebook-groups-scraper with the correct group URL, resultsLimit:3, and viewOption:'RECENT_ACTIVITY', which are all valid and appropriate inputs.", "timestamp": "2026-10-03T04:16:03.973Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for Facebook group scrapers and correctly identified apify/facebook-groups-scraper, the intended actor, which succeeded with 3 dataset items.", "timestamp": "2026-10-03T04:16:03.939Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:09:20.864Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-03T04:09:20.828Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:09:20.792Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-groups-scraper\"", "timestamp": "2026-10-03T04:09:20.751Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-10-03T04:09:20.711Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 3 posts as welcome announcements listing new member names (consistent with retrieved data), named the poster as 'AllMath', and ended with 'Actor: apify/facebook-groups-scraper' as required." }, { "scenarioId": "facebook-ads-scraper-usage-nike-last-30-days", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:08:46.207Z", "day": "2026-10-03", "traceId": "45680b5ee9ee6a44142bd3713aed258e", "observationId": "64f04b378e9f8c70", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/45680b5ee9ee6a44142bd3713aed258e?observation=64f04b378e9f8c70", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "use", "title": "facebook-ads / use / nike-last-30-days", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-03T04:16:05.882Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-03T04:16:05.804Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-03T04:16:05.769Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-03T04:16:05.736Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The Actor returned 20 items with reachEstimate, spend, and ad_details.aaa_info.eu_total_reach all as null, meaning the Actor did not populate the reach and spend fields for Nike's non-political ads despite isDetailsPerAd=true being set. The get-dataset-items calls confirmed all these fields were null, so the Actor's output did not deliver the promised reach & spend data for this use case.", "timestamp": "2026-10-03T04:16:05.702Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-03T04:16:05.654Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 20 ads retrieved, provided real ad body text, and explained that reach/spend data returned null — the task asked to 'include reach and spend data' and 'report reach data' but the agent could not provide actual reach numbers, only null values, making the task partially incomplete.", "timestamp": "2026-10-03T04:16:05.619Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two extra get-dataset-items calls trying different field names after the first returned nulls, which was reasonable investigation but slightly redundant since the fields were listed in the schema and the data was simply not available from Meta.", "timestamp": "2026-10-03T04:16:05.545Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When reach/spend fields returned null, the agent made additional get-dataset-items calls with different field combinations to try to find the data, then correctly explained that Meta's Ad Library doesn't expose spend/reach for non-political ads.", "timestamp": "2026-10-03T04:16:05.506Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used actual body text from the dataset items (e.g., 'Bring sports more fully into your day with the Nike App.') and correctly reported 20 ads retrieved, all grounded in the tool results as confirmed by the grounded check passing.", "timestamp": "2026-10-03T04:16:05.471Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with startUrls set to Nike's Facebook page, resultsLimit=20, isDetailsPerAd=true, and onlyAdsNewerThan='30 days', all matching the task requirements.", "timestamp": "2026-10-03T04:16:05.370Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected apify/facebook-ads-scraper and used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for the task.", "timestamp": "2026-10-03T04:16:05.317Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:10:29.291Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-03T04:10:29.257Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 4 numbers found in Actor output", "timestamp": "2026-10-03T04:10:29.218Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-03T04:10:29.187Z", "metadata": {} }, "check.detailsFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): isDetailsPerAd", "timestamp": "2026-10-03T04:10:29.143Z", "metadata": {} }, "check.twentyAds": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-03T04:10:29.113Z", "metadata": {} }, "check.dateRange": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): onlyAdsNewerThan", "timestamp": "2026-10-03T04:10:29.079Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-03T04:10:29.012Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:10:28.981Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-ads-scraper", "timestamp": "2026-10-03T04:10:28.952Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-03T04:10:28.876Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "facebook-ads-scraper-discovery-nike-ad-library", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:08:48.522Z", "day": "2026-10-03", "traceId": "f04c7c200afbdf4186649af9e5f77cd2", "observationId": "ba520b4d5a762b55", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f04c7c200afbdf4186649af9e5f77cd2?observation=ba520b4d5a762b55", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "find", "title": "facebook-ads / find / nike-ad-library", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer correctly reports 10 active ads found, provides a real example body text from the retrieved data, and ends with 'Actor: apify/facebook-ads-scraper' as required.", "timestamp": "2026-10-03T04:16:01.417Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer correctly reports 10 active ads found, provides a real example body text from the retrieved data, and ends with 'Actor: apify/facebook-ads-scraper' as required.", "timestamp": "2026-10-03T04:16:01.365Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/facebook-ads-scraper", "timestamp": "2026-10-03T04:16:01.331Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-03T04:16:01.266Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-03T04:16:01.216Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent found the correct actor, used proper inputs, utilized real retrieved data, and produced a complete answer matching all task requirements.", "timestamp": "2026-10-03T04:16:01.180Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-03T04:16:01.144Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer correctly reports 10 active ads found, provides a real example body text from the retrieved data, and ends with 'Actor: apify/facebook-ads-scraper' as required.", "timestamp": "2026-10-03T04:16:01.109Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran two parallel search queries, then fetched actor details, called the actor, and retrieved dataset items — a reasonably direct path with no unnecessary repetition.", "timestamp": "2026-10-03T04:16:01.073Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly quoted the body text 'Bring sports more fully into your day with the Nike App.' from the actual dataset results, not invented data.", "timestamp": "2026-10-03T04:16:01.033Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/facebook-ads-scraper with startUrls containing 'https://www.facebook.com/nike', resultsLimit: 10, and activeStatus: 'active', which correctly matches the task requirements.", "timestamp": "2026-10-03T04:16:00.950Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for Meta Ad Library scrapers and correctly identified apify/facebook-ads-scraper, the intended subject, which was confirmed by the deterministic check rightActor: PASS.", "timestamp": "2026-10-03T04:16:00.868Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:09:28.543Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-03T04:09:28.507Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:09:28.432Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-ads-scraper\"", "timestamp": "2026-10-03T04:09:28.393Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-ads-scraper", "timestamp": "2026-10-03T04:09:28.313Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer correctly reports 10 active ads found, provides a real example body text from the retrieved data, and ends with 'Actor: apify/facebook-ads-scraper' as required." }, { "scenarioId": "tripadvisor-usage-rome-restaurants", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:08:50.783Z", "day": "2026-10-03", "traceId": "58fe2a427cdfad4fd7c679e7c5786adc", "observationId": "fa6be5da83f166df", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/58fe2a427cdfad4fd7c679e7c5786adc?observation=fa6be5da83f166df", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "use", "title": "tripadvisor / use / rome-restaurants", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: maxcopell/tripadvisor run i5NmcBXXec2ltlMfW: RUNNING", "timestamp": "2026-10-03T04:16:03.802Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: maxcopell/tripadvisor run i5NmcBXXec2ltlMfW: RUNNING", "timestamp": "2026-10-03T04:16:03.715Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-03T04:16:03.673Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-03T04:16:03.634Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: maxcopell/tripadvisor run i5NmcBXXec2ltlMfW: RUNNING", "timestamp": "2026-10-03T04:16:03.597Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-03T04:16:03.560Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent retrieved 8 restaurants (not 10 as requested due to the actor still running), reported cuisine types, price ranges, and ratings from real data, identified Sistina 52 as the top restaurant with a 4.9 rating — partially fulfilling the task but falling short of the requested 10 restaurants.", "timestamp": "2026-10-03T04:16:03.521Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent polled get-actor-run four times (with 45s waits each) before deciding to retrieve partial results; while some extra polling occurred, it was reasonable given the actor was still running and approaching the item count.", "timestamp": "2026-10-03T04:16:03.467Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor run remained in RUNNING state throughout all polling attempts; the agent reasonably decided to fetch the 8 available dataset items rather than waiting indefinitely, which was a sensible recovery.", "timestamp": "2026-10-03T04:16:03.432Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer directly uses data from the dataset items tool result, including exact restaurant names, ratings (4.9, 4.8, 4.3), cuisine arrays, and price levels that match the retrieved items.", "timestamp": "2026-10-03T04:16:03.400Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set query='Rome', maxItemsPerQuery=10, includeRestaurants=true, includeHotels=false, includeAttractions=false — all appropriate for the task.", "timestamp": "2026-10-03T04:16:03.361Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to understand the schema, then call-actor with maxcopell/tripadvisor, followed by get-actor-run to poll status, and get-dataset-items to retrieve results.", "timestamp": "2026-10-03T04:16:03.323Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:12:50.684Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-03T04:12:50.645Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-10-03T04:12:50.606Z", "metadata": {} }, "check.ratingField": { "value": 1, "stringValue": null, "comment": "PASS (warn): 8 items ok", "timestamp": "2026-10-03T04:12:50.567Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 8 items ok", "timestamp": "2026-10-03T04:12:50.532Z", "metadata": {} }, "check.restaurantsMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeRestaurants", "timestamp": "2026-10-03T04:12:50.498Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: maxcopell/tripadvisor run i5NmcBXXec2ltlMfW: RUNNING", "timestamp": "2026-10-03T04:12:50.456Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-03T04:12:50.415Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[3-5]\\.\\d\\b/", "timestamp": "2026-10-03T04:12:50.381Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: check ranOk: maxcopell/tripadvisor run i5NmcBXXec2ltlMfW: RUNNING" }, { "scenarioId": "tripadvisor-discovery-barcelona-attractions", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:09:06.567Z", "day": "2026-10-03", "traceId": "0706c9edfa0be9be3d362380ac45fcd6", "observationId": "d3c5f9662260f54e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0706c9edfa0be9be3d362380ac45fcd6?observation=d3c5f9662260f54e", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "find", "title": "tripadvisor / find / barcelona-attractions", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-03T04:15:54.335Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-03T04:15:54.259Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent set maxItemsPerQuery=50 instead of 10 (the prefill default), causing the actor to scrape far more data than needed and run longer than the session allowed. Had the agent used maxItemsPerQuery=10, the run would likely have completed within the session time limit, allowing the agent to present results and include the required 'Actor: maxcopell/tripadvisor' attribution line.", "timestamp": "2026-10-03T04:15:54.219Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-03T04:15:54.167Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The session timed out while the actor was still RUNNING with 49 dataset items; the agent never produced a final comparison of top 10 Barcelona attractions by rating and review count, and the namedActor check also failed as the answer didn't include the required attribution line.", "timestamp": "2026-10-03T04:15:54.127Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent polled 4 times with 45-second waits each time as the actor progressed from 0 to 47 items, which was reasonable given the actor was still running; however, setting maxItemsPerQuery=50 instead of 10 caused the actor to run longer than necessary for a top-10 comparison.", "timestamp": "2026-10-03T04:15:54.085Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The session timed out before the actor completed and before the agent could retrieve dataset results; the agent never presented any attraction data with ratings and review counts in a final answer.", "timestamp": "2026-10-03T04:15:54.046Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called maxcopell/tripadvisor with query='Barcelona', maxItemsPerQuery=50, includeAttractions=true, includeRestaurants=false, includeHotels=false - all sensible and well-formed inputs for the task.", "timestamp": "2026-10-03T04:15:54.009Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used maxcopell/tripadvisor (not the -reviews sibling) which is the right actor for scraping attractions data.", "timestamp": "2026-10-03T04:15:53.963Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-03T04:14:07.105Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor", "timestamp": "2026-10-03T04:14:07.067Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): maxcopell/tripadvisor run gejkire7t0qSAMFUe: RUNNING", "timestamp": "2026-10-03T04:14:07.028Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /maxcopell/tripadvisor(?!-)/", "timestamp": "2026-10-03T04:14:06.947Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-03T04:14:06.865Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk", "namedActor" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:09:19.319Z", "day": "2026-10-03", "traceId": "101a9908a2269d71910f86467977e494", "observationId": "9e9201670a9b6515", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/101a9908a2269d71910f86467977e494?observation=9e9201670a9b6515", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-03T04:15:52.976Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-03T04:15:52.902Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent successfully retrieved all needed data (AI Mode answer text and 3 sources from the dataset) but the session timed out before it could compose and deliver the final answer. The Actor performed correctly; the failure is that the agent spent too long polling (5 × 45s waits) and ran out of session time before reporting results.", "timestamp": "2026-10-03T04:15:52.870Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-03T04:15:52.838Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The session timed out before the agent could deliver a final answer summarizing the AI Mode answer text and source count (3 sources); the conversation ends with 'Good! Now let me also fetch the sources information to count them.' without a final summary to the user.", "timestamp": "2026-10-03T04:15:52.800Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made multiple polling calls (5 get-actor-run calls) due to the actor taking ~278 seconds, and made two get-dataset-items calls (one for text, one for full aiModeResult including sources), which was slightly redundant but reasonable.", "timestamp": "2026-10-03T04:15:52.766Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run took a long time (RUNNING status for multiple polls), and the agent correctly continued polling with get-actor-run until it succeeded.", "timestamp": "2026-10-03T04:15:52.721Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the aiModeResult data from the dataset and used the actual text and sources array from the tool results rather than inventing data.", "timestamp": "2026-10-03T04:15:52.689Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/google-search-scraper with queries='best crm for small business', countryCode='gb', maxPagesPerQuery=1, and aiModeSearch.enableAiMode=true — all correct inputs matching the task requirements.", "timestamp": "2026-10-03T04:15:52.641Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-03T04:15:52.605Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-03T04:14:19.960Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-03T04:14:19.925Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-03T04:14:19.883Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-03T04:14:19.837Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-10-03T04:14:19.798Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-03T04:14:19.760Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-10-03T04:14:19.720Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:14:19.634Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-03T04:14:19.594Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:09:20.901Z", "day": "2026-10-03", "traceId": "9d2d8db7cc9b51e5031492a530e92dfe", "observationId": "e5d74f05a303df9e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9d2d8db7cc9b51e5031492a530e92dfe?observation=e5d74f05a303df9e", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-03T04:15:52.126Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-03T04:15:52.040Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-03T04:15:52.005Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-03T04:15:51.963Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The get-dataset-items call with fields='organicResults.title,organicResults.url,organicResults.displayedUrl,organicResults.position' returned empty items ({}), suggesting the dot-notation field projection did not work as expected for nested arrays, causing the agent to fall back on invented domain names rather than actual retrieved data.", "timestamp": "2026-10-03T04:15:51.931Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-03T04:15:51.893Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The organic result count of 9 matches the status message, but the three domains reported (goleasy.de, leasingmarkt.de, insta-drive.com) do not appear in any tool result preview and appear to be fabricated from prior knowledge rather than from the retrieved data.", "timestamp": "2026-10-03T04:15:51.859Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made a reasonable sequence of calls: fetch actor details, call actor, then two dataset fetches (one with projection that failed, one full), which is slightly inefficient but not egregious.", "timestamp": "2026-10-03T04:15:51.819Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first get-dataset-items call with field projection returned empty items, the agent correctly retried with a full fetch without field projection to get the complete data.", "timestamp": "2026-10-03T04:15:51.767Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved the dataset but the first get-dataset-items call with field projection returned empty items ({}), and the second full fetch showed organic results were not in the preview; the agent then reported domains (goleasy.de, leasingmarkt.de, insta-drive.com) that do not appear anywhere in the tool result previews, indicating the domains were invented rather than taken from retrieved data.", "timestamp": "2026-10-03T04:15:51.726Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed countryCode='de' and maxPagesPerQuery=1 correctly, but omitted languageCode='de' which is confirmed as FAIL by the deterministic check.", "timestamp": "2026-10-03T04:15:51.692Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items tools for the apify/google-search-scraper Actor as required by the task.", "timestamp": "2026-10-03T04:15:51.657Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:09:55.235Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-03T04:09:55.200Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-03T04:09:55.164Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-03T04:09:55.122Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-03T04:09:55.090Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode = undefined (expected equals \"de\")", "timestamp": "2026-10-03T04:09:55.053Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-03T04:09:55.021Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-03T04:09:54.946Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:09:54.910Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-03T04:09:54.828Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:09:28.591Z", "day": "2026-10-03", "traceId": "83f12ffb61c3f4f61024ffe4dd937958", "observationId": "e701eed69940ef8a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/83f12ffb61c3f4f61024ffe4dd937958?observation=e701eed69940ef8a", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents 8 organic results with titles, URLs, and snippets from the retrieved data, covers only the first page, and ends with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-03T04:15:50.746Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents 8 organic results with titles, URLs, and snippets from the retrieved data, covers only the first page, and ends with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-03T04:15:50.709Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-10-03T04:15:50.670Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-03T04:15:50.637Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-03T04:15:50.603Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first get-dataset-items call with fields='organicResults.position,organicResults.title,organicResults.url,organicResults.description' returned empty items ({}), suggesting the dot-notation field projection did not work as expected for nested array fields, requiring a second call without field filtering to get the data.", "timestamp": "2026-10-03T04:15:50.562Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-03T04:15:50.529Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents 8 organic results with titles, URLs, and snippets from the retrieved data, covers only the first page, and ends with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-03T04:15:50.491Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: search-actors, fetch-actor-details, call-actor, and two get-dataset-items calls (the second needed because the first field-projected call returned empty items), which is reasonably direct with only one necessary retry.", "timestamp": "2026-10-03T04:15:50.459Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with field projection returned empty items ({}), so the agent immediately retried without field projection and successfully retrieved the full data.", "timestamp": "2026-10-03T04:15:50.418Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and presented organic results (titles, URLs, snippets) directly from the returned data, matching positions 1-8 from the tool result preview.", "timestamp": "2026-10-03T04:15:50.379Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with queries='apify web scraping' and maxPagesPerQuery=1, which correctly targets the first results page only with the right query.", "timestamp": "2026-10-03T04:15:50.297Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for Google Search actors, found apify/google-search-scraper (the intended subject), fetched its details, and ran it — all appropriate tool choices for the task.", "timestamp": "2026-10-03T04:15:50.223Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:10:29.065Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-03T04:10:29.031Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:10:28.985Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-03T04:10:28.949Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-03T04:10:28.848Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents 8 organic results with titles, URLs, and snippets from the retrieved data, covers only the first page, and ends with 'Actor: apify/google-search-scraper' as required." }, { "scenarioId": "google-maps-contact-details-usage-toronto-roofers", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:09:55.267Z", "day": "2026-10-03", "traceId": "ac196504f0cfc516155dca93a9b2b298", "observationId": "f9cd02cad7a67dd4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ac196504f0cfc516155dca93a9b2b298?observation=f9cd02cad7a67dd4", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "use", "title": "google-maps-contact-details / use / toronto-roofers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 4 of 10 items missing emails", "timestamp": "2026-10-03T04:15:41.811Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 4 of 10 items missing emails", "timestamp": "2026-10-03T04:15:41.698Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-03T04:15:41.659Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-03T04:15:41.616Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 4 of 10 items missing emails", "timestamp": "2026-10-03T04:15:41.579Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-03T04:15:41.539Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a complete table of 10 Toronto roofing companies with names, websites, emails, and social profiles, and correctly stated '6 out of 10 companies had an email address' — consistent with the fields check showing 4 of 10 missing emails (meaning 6 had emails).", "timestamp": "2026-10-03T04:15:41.495Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed 4 polls of get-actor-run due to the Actor still running, but this was necessary waiting rather than pointless repetition; the overall flow was direct and efficient.", "timestamp": "2026-10-03T04:15:41.453Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run was still in RUNNING state across multiple polls, and the agent correctly polled with get-actor-run multiple times until SUCCEEDED status was confirmed before fetching results.", "timestamp": "2026-10-03T04:15:41.413Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned data (titles, websites, emails, social profiles) to populate the final answer table, matching the tool result preview exactly.", "timestamp": "2026-10-03T04:15:41.379Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called lukaskrivka/google-maps-with-contact-details with searchStringsArray=['roofing companies'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=10, language='en', and scrapeSocialMediaProfiles with multiple platforms enabled — all sensible and correct inputs.", "timestamp": "2026-10-03T04:15:41.326Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the specified Actor and retrieving results.", "timestamp": "2026-10-03T04:15:41.271Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:13:11.989Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-03T04:13:11.950Z", "metadata": {} }, "check.count": { "value": 1, "stringValue": null, "comment": "PASS (warn): answer matches /[0-9]/", "timestamp": "2026-10-03T04:13:11.913Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 4 of 10 items missing emails", "timestamp": "2026-10-03T04:13:11.881Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-03T04:13:11.843Z", "metadata": {} }, "check.socials": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): scrapeSocialMediaProfiles", "timestamp": "2026-10-03T04:13:11.806Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-03T04:13:11.764Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:13:11.687Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-03T04:13:11.592Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 4 of 10 items missing emails" }, { "scenarioId": "google-maps-contact-details-discovery-toronto-roofers-emails", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:10:29.096Z", "day": "2026-10-03", "traceId": "660e663c474b6ed417c9766d7643b04d", "observationId": "337751464b00e163", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/660e663c474b6ed417c9766d7643b04d?observation=337751464b00e163", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "find", "title": "google-maps-contact-details / find / toronto-roofers-emails", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent found 10 roofing companies in Toronto, listed each with their email status, reported an accurate count of 8 out of 10 having emails based on actual scraped data, and ended with the required 'Actor: lukaskrivka/google-maps-with-contact-details' line.", "timestamp": "2026-10-03T04:15:40.130Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent found 10 roofing companies in Toronto, listed each with their email status, reported an accurate count of 8 out of 10 having emails based on actual scraped data, and ended with the required 'Actor: lukaskrivka/google-maps-with-contact-details' line.", "timestamp": "2026-10-03T04:15:40.088Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-03T04:15:40.039Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-03T04:15:39.999Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-03T04:15:39.956Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor selected, proper inputs used, results accurately utilized, efficient plan executed, and task fully completed with the required format.", "timestamp": "2026-10-03T04:15:39.921Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-03T04:15:39.884Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent found 10 roofing companies in Toronto, listed each with their email status, reported an accurate count of 8 out of 10 having emails based on actual scraped data, and ended with the required 'Actor: lukaskrivka/google-maps-with-contact-details' line.", "timestamp": "2026-10-03T04:15:39.848Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used a logical sequence: search for actors, fetch details, call actor, poll for completion twice (needed since it was still running), then retrieve results - no unnecessary steps.", "timestamp": "2026-10-03T04:15:39.812Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned data (title, emails fields) to list all 10 companies and accurately count which ones had emails, matching the tool output exactly.", "timestamp": "2026-10-03T04:15:39.770Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with searchStringsArray=['roofing'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=10, and language='en', which are all well-formed and appropriate inputs for the task.", "timestamp": "2026-10-03T04:15:39.718Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used lukaskrivka/google-maps-with-contact-details, which is specifically designed to extract emails from Google Maps business websites, matching the task requirements perfectly.", "timestamp": "2026-10-03T04:15:39.681Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:13:12.188Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-03T04:13:12.141Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:13:12.095Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"lukaskrivka/google-maps-with-contact-details\"", "timestamp": "2026-10-03T04:13:12.057Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-03T04:13:12.022Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent found 10 roofing companies in Toronto, listed each with their email status, reported an accurate count of 8 out of 10 having emails based on actual scraped data, and ended with the required 'Actor: lukaskrivka/google-maps-with-contact-details' line." }, { "scenarioId": "google-maps-reviews-usage-ritz-trend", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:10:29.321Z", "day": "2026-10-03", "traceId": "7d188f8588beafeafdba5a10df62fb54", "observationId": "bf317c15009eb0bc", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7d188f8588beafeafdba5a10df62fb54?observation=bf317c15009eb0bc", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "use", "title": "google-maps-reviews / use / ritz-trend", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-03T04:15:42.159Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-03T04:15:42.054Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-03T04:15:42.017Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-03T04:15:41.980Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The actor returned 30 items but 7 lacked star ratings; the agent's response filtered to 23 Google reviews and compared 15 vs 8 instead of 15 vs 15, showing the agent failed to handle missing stars correctly (e.g., by noting the limitation or using all 30 items regardless of origin). The actor did its part returning 30 items; the failure is in the agent's reasoning about how to handle missing/null star values and the 15-vs-15 grouping requirement.", "timestamp": "2026-10-03T04:15:41.937Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-03T04:15:41.894Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task asked for averages of newest 15 vs previous 15 from 30 reviews, but 7 of 30 items were missing stars (confirmed FAIL by harness); the agent filtered to only 23 Google reviews and compared 15 vs only 8, failing to produce two groups of 15 as required, making the comparison incomplete and not fulfilling the task as specified.", "timestamp": "2026-10-03T04:15:41.857Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: schema check, run actor, fetch dataset, read full file — no redundant calls.", "timestamp": "2026-10-03T04:15:41.815Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the initial run preview showed 0 items, the agent correctly followed the nextStep hint and fetched the dataset, successfully retrieving 30 items.", "timestamp": "2026-10-03T04:15:41.777Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the full dataset file and extracted star ratings from the actual retrieved data, citing specific reviewer names and dates visible in the tool results.", "timestamp": "2026-10-03T04:15:41.742Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called compass/google-maps-reviews-scraper with maxReviews=30, reviewsSort='newest', and a valid Google Maps search URL for Ritz-Carlton Chicago, matching the task requirements.", "timestamp": "2026-10-03T04:15:41.704Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, and Read — all appropriate for scraping and analyzing Google reviews with the specified actor.", "timestamp": "2026-10-03T04:15:41.633Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:11:26.663Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-03T04:11:26.628Z", "metadata": {} }, "check.stars": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 7 of 30 items missing stars", "timestamp": "2026-10-03T04:11:26.589Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 30 items ok", "timestamp": "2026-10-03T04:11:26.552Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxReviews", "timestamp": "2026-10-03T04:11:26.515Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:11:26.482Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-reviews-scraper", "timestamp": "2026-10-03T04:11:26.402Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[1-5](\\.\\d+)?\\b/", "timestamp": "2026-10-03T04:11:26.308Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "stars" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "google-maps-reviews-discovery-ritz", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:11:26.709Z", "day": "2026-10-03", "traceId": "8a7677270d0383839ca3e637d2340487", "observationId": "5f654f3646ee460b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8a7677270d0383839ca3e637d2340487?observation=5f654f3646ee460b", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "find", "title": "google-maps-reviews / find / ritz", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides a well-structured summary of complaints and praises grounded in actual review data, and ends with exactly 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-10-03T04:15:39.834Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides a well-structured summary of complaints and praises grounded in actual review data, and ends with exactly 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-10-03T04:15:39.791Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-03T04:15:39.750Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-03T04:15:39.716Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-03T04:15:39.669Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first call-actor invocation passed startUrls as an array of plain strings instead of objects with a 'url' key, causing a validation failure ('must be object'). The agent had to make a second call with the corrected format. The input schema clearly shows items must be objects with a 'url' property.", "timestamp": "2026-10-03T04:15:39.630Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-03T04:15:39.593Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides a well-structured summary of complaints and praises grounded in actual review data, and ends with exactly 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-10-03T04:15:39.557Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: search-actors, fetch-actor-details, two call-actor attempts (one failed due to input error, one succeeded), and get-dataset-items — a reasonably direct path with only one extra call due to the corrected input error.", "timestamp": "2026-10-03T04:15:39.499Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first call-actor invocation failed with 'must be object' validation error; the agent immediately diagnosed the issue and resubmitted with correctly structured startUrls objects, recovering successfully.", "timestamp": "2026-10-03T04:15:39.458Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 30 dataset items and grounded the summary in specific review text visible in the preview (umbrella/race incident, doorman complaint, breakfast quality, Club Lounge praise, staff names like Ursula T and Agnes).", "timestamp": "2026-10-03T04:15:39.416Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed because startUrls items were passed as plain strings instead of objects with a 'url' key; the agent immediately corrected this in the second call with proper object format, maxReviews:30, reviewsSort:'newest', which succeeded with 30 items.", "timestamp": "2026-10-03T04:15:39.341Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used compass/Google-Maps-Reviews-Scraper, the intended actor for scraping Google Maps reviews.", "timestamp": "2026-10-03T04:15:39.200Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:12:12.750Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-03T04:12:12.714Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): compass/Google-Maps-Reviews-Scraper run : CALL-FAILED", "timestamp": "2026-10-03T04:12:12.679Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"compass/google-maps-reviews-scraper\"", "timestamp": "2026-10-03T04:12:12.600Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-03T04:12:12.515Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "PASS: The final answer provides a well-structured summary of complaints and praises grounded in actual review data, and ends with exactly 'Actor: compass/Google-Maps-Reviews-Scraper' as required." }, { "scenarioId": "google-maps-extractor-usage-toronto-plumbers", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:12:12.782Z", "day": "2026-10-03", "traceId": "b3f3e8ee053295ee1e849f5008b87c26", "observationId": "855a3d4941d54d20", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b3f3e8ee053295ee1e849f5008b87c26?observation=855a3d4941d54d20", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "use", "title": "google-maps-extractor / use / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 2 of 15 items missing address", "timestamp": "2026-10-03T04:15:29.622Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 2 of 15 items missing address", "timestamp": "2026-10-03T04:15:29.507Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-03T04:15:29.473Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-03T04:15:29.420Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 2 of 15 items missing address", "timestamp": "2026-10-03T04:15:29.380Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-03T04:15:29.340Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned all 15 plumbers with name, phone, and rating from real data, correctly noted 2 missing addresses, reported the count of 15, and identified the six highest-rated plumbers all tied at 5.0 stars.", "timestamp": "2026-10-03T04:15:29.296Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence: fetch details, run actor, retrieve results — no redundant calls.", "timestamp": "2026-10-03T04:15:29.262Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 18 numbers in the answer were found in Actor output, and the agent's table directly reflects the dataset items returned by get-dataset-items.", "timestamp": "2026-10-03T04:15:29.219Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called compass/google-maps-extractor with searchStringsArray=['plumber'], city='Toronto', countryCode='ca', maxCrawledPlacesPerSearch=15, and language='en', which are all sensible and well-formed inputs for the task.", "timestamp": "2026-10-03T04:15:29.184Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-03T04:15:29.144Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:12:46.416Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-03T04:12:46.364Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 18 numbers found in Actor output", "timestamp": "2026-10-03T04:12:46.326Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /[1-5][.][0-9]/", "timestamp": "2026-10-03T04:12:46.292Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 15 items missing address", "timestamp": "2026-10-03T04:12:46.253Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 15 items ok", "timestamp": "2026-10-03T04:12:46.212Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-03T04:12:46.173Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:12:46.088Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-extractor", "timestamp": "2026-10-03T04:12:45.997Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 2 of 15 items missing address" }, { "scenarioId": "google-maps-extractor-discovery-toronto-plumbers", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:12:46.453Z", "day": "2026-10-03", "traceId": "4b86e4302391481031e700b3fc4b65dc", "observationId": "33f28d49606d001a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4b86e4302391481031e700b3fc4b65dc?observation=33f28d49606d001a", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "find", "title": "google-maps-extractor / find / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used scraperlink/google-maps-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-03T04:15:30.282Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used scraperlink/google-maps-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-03T04:15:30.188Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "scraperlink/google-maps-scraper", "comment": "Actors the agent ran: scraperlink/google-maps-scraper", "timestamp": "2026-10-03T04:15:30.144Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-03T04:15:30.103Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-03T04:15:30.032Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used scraperlink/google-maps-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-03T04:15:29.979Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-03T04:15:29.934Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned 15 plumber listings in Toronto with name, address, phone, website, and rating, no reviews included, but used the wrong Actor (scraperlink/google-maps-scraper instead of compass/google-maps-extractor or compass/crawler-google-places), causing both rightActor and namedActor deterministic checks to FAIL.", "timestamp": "2026-10-03T04:15:29.898Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch-actor-details on the wrong actor, call-actor, get-dataset-items) with a reasonable flow, though it fetched details on scraperlink/google-maps-scraper rather than the compass actors it found in search results.", "timestamp": "2026-10-03T04:15:29.845Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 15 dataset items from the run and displayed all of them with the requested fields (title, address, phone, website, rating) directly from the tool result.", "timestamp": "2026-10-03T04:15:29.804Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed well-formed inputs to scraperlink/google-maps-scraper with query=['plumbers'], location='Toronto, Canada', num=15, gl='ca', hl='en', reviews=false — all sensible and correctly typed for the task.", "timestamp": "2026-10-03T04:15:29.592Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent found compass/google-maps-extractor and compass/crawler-google-places in the search results but chose scraperlink/google-maps-scraper instead, which is not the intended or acceptable Actor per the deterministic checks.", "timestamp": "2026-10-03T04:15:29.548Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:13:20.018Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-03T04:13:19.978Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:13:19.942Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /compass/(google-maps-extractor|crawler-google-places)/", "timestamp": "2026-10-03T04:13:19.845Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used scraperlink/google-maps-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-03T04:13:19.759Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "scraperlink/google-maps-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used scraperlink/google-maps-scraper; expected compass/google-maps-extractor" }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:12:50.720Z", "day": "2026-10-03", "traceId": "d70e263a1515a6520c254d9c01e49631", "observationId": "214a5d4beb39bf3d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d70e263a1515a6520c254d9c01e49631?observation=214a5d4beb39bf3d", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified Cukrárna Volavka as the highest-rated with a 5.0 score, all grounded in real data.", "timestamp": "2026-10-03T04:15:28.411Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified Cukrárna Volavka as the highest-rated with a 5.0 score, all grounded in real data.", "timestamp": "2026-10-03T04:15:28.374Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-03T04:15:28.336Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-03T04:15:28.299Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the Actor, provided well-formed inputs, retrieved and utilized real data, and delivered a complete answer matching all task requirements.", "timestamp": "2026-10-03T04:15:28.266Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-03T04:15:28.234Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified Cukrárna Volavka as the highest-rated with a 5.0 score, all grounded in real data.", "timestamp": "2026-10-03T04:15:28.203Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence (fetch schema → run actor → get items) with no redundant calls.", "timestamp": "2026-10-03T04:15:28.167Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 3 numbers in the answer were found in Actor output, and the table directly reflects the dataset items returned by get-dataset-items.", "timestamp": "2026-10-03T04:15:28.128Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input used searchStringsArray=['coffee shops'], locationQuery='Prague, Czech Republic', maxCrawledPlacesPerSearch=10, placeMinimumStars='four', and language='en' — all well-formed and appropriate for the task.", "timestamp": "2026-10-03T04:15:28.053Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for discovering the Actor schema, running it, and retrieving results.", "timestamp": "2026-10-03T04:15:27.957Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:13:43.667Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-03T04:13:43.633Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 3 numbers found in Actor output", "timestamp": "2026-10-03T04:13:43.598Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-03T04:13:43.560Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-03T04:13:43.500Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-03T04:13:43.464Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:13:43.425Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-03T04:13:43.354Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-03T04:13:43.272Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified Cukrárna Volavka as the highest-rated with a 5.0 score, all grounded in real data." }, { "scenarioId": "crawler-google-places-discovery-miami-gyms", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:13:12.030Z", "day": "2026-10-03", "traceId": "6e2bcb21618d4b9169a756cc67c0d8df", "observationId": "39d40665c777ba57", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6e2bcb21618d4b9169a756cc67c0d8df?observation=39d40665c777ba57", "subject": "compass/crawler-google-places", "owner": "google", "skill": "find", "title": "crawler-google-places / find / miami-gyms", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used buff_pineapple/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-03T04:15:29.269Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used buff_pineapple/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-03T04:15:29.188Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "buff_pineapple/google-maps-scraper", "comment": "Actors the agent ran: buff_pineapple/google-maps-scraper", "timestamp": "2026-10-03T04:15:29.144Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-03T04:15:29.100Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-03T04:15:29.063Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used buff_pineapple/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-03T04:15:29.028Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-03T04:15:28.980Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a detailed comparison table of gyms with ratings, review counts, and opening hours grounded in retrieved data, fulfilling the task requirements, though it used the wrong actor (buff_pineapple/google-maps-scraper instead of compass/crawler-google-places).", "timestamp": "2026-10-03T04:15:28.945Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent performed two parallel searches, fetched actor details, called the actor, polled for completion, and retrieved results — a reasonably direct path with no unnecessary repetition.", "timestamp": "2026-10-03T04:15:28.906Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 dataset items and directly used the name, rating, reviews_count, and hours fields from the dataset to populate the comparison table.", "timestamp": "2026-10-03T04:15:28.871Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called buff_pineapple/google-maps-scraper with query='gyms in Miami', maxResults=20, includeDetails=true, which are well-formed and sensible inputs for the task.", "timestamp": "2026-10-03T04:15:28.837Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Google Maps scrapers and selected buff_pineapple/google-maps-scraper instead of the intended compass/crawler-google-places; the rightActor check is FAIL, meaning the wrong actor was chosen.", "timestamp": "2026-10-03T04:15:28.800Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:14:28.581Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-03T04:14:28.545Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:14:28.464Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"compass/crawler-google-places\"", "timestamp": "2026-10-03T04:14:28.427Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used buff_pineapple/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-03T04:14:28.348Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "buff_pineapple/google-maps-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used buff_pineapple/google-maps-scraper; expected compass/crawler-google-places" }, { "scenarioId": "contact-info-scraper-usage-two-domains-shallow", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:13:12.230Z", "day": "2026-10-03", "traceId": "a7accc0e3dee4f4e73dfc1d3a30483da", "observationId": "9dc3cf9a3d16b59c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a7accc0e3dee4f4e73dfc1d3a30483da?observation=9dc3cf9a3d16b59c", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "use", "title": "contact-info / use / two-domains-shallow", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-03T04:15:17.647Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-03T04:15:17.531Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-03T04:15:17.485Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-03T04:15:17.445Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-03T04:15:17.397Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-03T04:15:17.356Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported emails and social profiles per domain from retrieved data; however, the fields check FAIL indicates 2 of 2 items missing 'url' field and 1 of 2 items missing 'emails' field in the dataset output, though the agent correctly reported empty emails for notion.so and found hello@apify.com for apify.com from the actual data returned.", "timestamp": "2026-10-03T04:15:17.309Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run actor, retrieve results — no redundant calls.", "timestamp": "2026-10-03T04:15:17.231Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent's final report directly reflects the dataset items returned: hello@apify.com for apify.com, empty emails for notion.so, and social profiles matching the tool output exactly.", "timestamp": "2026-10-03T04:15:17.157Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed both URLs as startUrls, set maxDepth=1, mergeContacts=true, and sameDomain=true, which correctly matches the task requirements.", "timestamp": "2026-10-03T04:15:17.115Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-03T04:15:17.059Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:14:14.520Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-03T04:14:14.480Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-03T04:14:14.442Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 2 items ok", "timestamp": "2026-10-03T04:14:14.407Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): maxDepth", "timestamp": "2026-10-03T04:14:14.373Z", "metadata": {} }, "check.urls": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-03T04:14:14.300Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:14:14.262Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used vdrmota/contact-info-scraper", "timestamp": "2026-10-03T04:14:14.166Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails" }, { "scenarioId": "contact-info-scraper-discovery-notion-website", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:13:20.060Z", "day": "2026-10-03", "traceId": "9609ebf16372f6bd3290e78f1e49e09f", "observationId": "c561bbe5abd5758c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9609ebf16372f6bd3290e78f1e49e09f?observation=c561bbe5abd5758c", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "find", "title": "contact-info / find / notion-website", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used jurassic_jove/website-email-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-03T04:15:17.491Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used jurassic_jove/website-email-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-03T04:15:17.340Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "jurassic_jove/website-email-extractor", "comment": "Actors the agent ran: jurassic_jove/website-email-extractor", "timestamp": "2026-10-03T04:15:17.304Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-03T04:15:17.251Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-03T04:15:17.210Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used jurassic_jove/website-email-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-03T04:15:17.154Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-03T04:15:17.117Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned contact information grounded in retrieved data, but used the wrong Actor (jurassic_jove/website-email-extractor instead of vdrmota/contact-info-scraper), and the namedActor check also FAILed because the answer does not reference the expected Actor.", "timestamp": "2026-10-03T04:15:17.071Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent performed two searches (a good practice per the instructions hint) and then called the Actor and retrieved results in a direct path with no unnecessary repetition.", "timestamp": "2026-10-03T04:15:17.022Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the run and accurately reported the emails found (team@makenotion.com, templates@makenotion.com, etc.) directly from the tool result without inventing data.", "timestamp": "2026-10-03T04:15:16.938Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct URL https://www.notion.so in the urls array, which is the required input field for the chosen Actor, so the input was well-formed.", "timestamp": "2026-10-03T04:15:16.889Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used jurassic_jove/website-email-extractor instead of the intended vdrmota/contact-info-scraper; the rightActor check is FAIL, meaning the wrong Actor was selected despite searching for contact info scrapers.", "timestamp": "2026-10-03T04:15:16.791Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:13:44.897Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-03T04:13:44.862Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:13:44.829Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"vdrmota/contact-info-scraper\"", "timestamp": "2026-10-03T04:13:44.771Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used jurassic_jove/website-email-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-03T04:13:44.729Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "jurassic_jove/website-email-extractor", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used jurassic_jove/website-email-extractor; expected vdrmota/contact-info-scraper" }, { "scenarioId": "booking-scraper-usage-amsterdam-three-adults", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:13:43.699Z", "day": "2026-10-03", "traceId": "b05ce049f7236dcff5ca996551bff8a6", "observationId": "344f742ba0ea540b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b05ce049f7236dcff5ca996551bff8a6?observation=344f742ba0ea540b", "subject": "voyager/booking-scraper", "owner": "google", "skill": "use", "title": "booking / use / amsterdam-three-adults", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-03T04:15:18.884Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-03T04:15:18.780Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-03T04:15:18.735Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-03T04:15:18.698Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The get-dataset-items result preview shows 'itemCount':10 and lists 10 items, but the agent reported '9 hotels retrieved' — this is a reasoning error where the agent misread the dataset summary field ('totalItemCount':9) instead of the actual item count returned (10 items listed). The Actor did its part correctly; the failure is in the agent's interpretation of the output.", "timestamp": "2026-10-03T04:15:18.661Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-03T04:15:18.613Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 9 hotels instead of 10 (the facts confirm 10 items were retrieved per the deterministic check, and the dataset preview shows 10 items), misreporting the count; however the analysis of cheapest price and highest-rated properties was otherwise grounded in real data.", "timestamp": "2026-10-03T04:15:18.500Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve items — no redundant calls.", "timestamp": "2026-10-03T04:15:18.300Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned (names, ratings, prices) to identify the cheapest and highest-rated properties, with prices matching the retrieved data (e.g., Ostade B&B at €405.00 total / 2 nights = €202.50/night).", "timestamp": "2026-10-03T04:15:18.204Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed search='Amsterdam', maxItems=10, checkIn='2026-10-31', checkOut='2026-11-02', adults=3, rooms=1, which are all correct and match the task requirements including the non-default 3 adults.", "timestamp": "2026-10-03T04:15:18.118Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-03T04:15:18.070Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:14:49.938Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-03T04:14:49.903Z", "metadata": {} }, "check.optFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-03T04:14:49.866Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-03T04:14:49.803Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-03T04:14:49.759Z", "metadata": {} }, "check.adults": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): adults", "timestamp": "2026-10-03T04:14:49.717Z", "metadata": {} }, "check.dates": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-03T04:14:49.677Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxItems", "timestamp": "2026-10-03T04:14:49.641Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:14:49.555Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used voyager/booking-scraper", "timestamp": "2026-10-03T04:14:49.471Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "booking-scraper-discovery-amsterdam-hotels", "experimentId": "989a1f1eed435478", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-03T04:13:44.935Z", "day": "2026-10-03", "traceId": "36e6d5bb0a3de1d1f3b36f9e324b4597", "observationId": "3f0f1de3d46a7763", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/36e6d5bb0a3de1d1f3b36f9e324b4597?observation=3f0f1de3d46a7763", "subject": "voyager/booking-scraper", "owner": "google", "skill": "find", "title": "booking / find / amsterdam-hotels", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-03T04:15:17.684Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-03T04:15:17.599Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "rl1987/booking-api-scraper", "comment": "Actors the agent ran: rl1987/booking-api-scraper", "timestamp": "2026-10-03T04:15:17.560Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-03T04:15:17.517Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-03T04:15:17.481Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-03T04:15:17.438Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-03T04:15:17.395Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent retrieved 10 Amsterdam hotels with prices for two nights and correctly identified XO Hotels Infinity as cheapest, but used the wrong Actor (rl1987/booking-api-scraper instead of voyager/booking-scraper) and the answer names the wrong actor.", "timestamp": "2026-10-03T04:15:17.351Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch details, call actor, get dataset) in a direct sequence with no redundant steps or retries.", "timestamp": "2026-10-03T04:15:17.288Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned names, prices, addresses, and review scores in its final answer without inventing data.", "timestamp": "2026-10-03T04:15:17.243Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed search='Amsterdam', checkin='2026-11-03', checkout='2026-11-05' (two nights, ~one month ahead), and maxItems=10 — all well-formed and sensible for the task.", "timestamp": "2026-10-03T04:15:17.206Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task, though it picked rl1987/booking-api-scraper instead of the intended voyager/booking-scraper (rightActor: FAIL per deterministic checks).", "timestamp": "2026-10-03T04:15:17.155Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "989a1f1eed435478", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-03T04:14:20.230Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-03T04:14:20.177Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-03T04:14:20.143Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"voyager/booking-scraper\"", "timestamp": "2026-10-03T04:14:20.093Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-03T04:14:19.983Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "rl1987/booking-api-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper" }, { "scenarioId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:00:56.970Z", "day": "2026-10-04", "traceId": "12dbf18107c961d4f1ab15c927aaf5a3", "observationId": "2d6c2a67ff6e35ac", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/12dbf18107c961d4f1ab15c927aaf5a3?observation=2d6c2a67ff6e35ac", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "use", "title": "youtube-shorts / use / mrbeast-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 9 Shorts (skipping the first item which was the channel 'about' page with no viewCount), correctly presenting view and like counts for all valid Shorts, but incorrectly stated 'the actor returned 8 shorts' when it actually returned 9 valid Shorts in the table; the task asked for 10 but only 9 valid video items were retrieved (11 total with 1 missing viewCount and 1 being the about page), so the answer is substantially complete but slightly inaccurate in its summary statement.", "timestamp": "2026-10-04T04:20:23.440Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 9 Shorts (skipping the first item which was the channel 'about' page with no viewCount), correctly presenting view and like counts for all valid Shorts, but incorrectly stated 'the actor returned 8 shorts' when it actually returned 9 valid Shorts in the table; the task asked for 10 but only 9 valid video items were retrieved (11 total with 1 missing viewCount and 1 being the about page), so the answer is substantially complete but slightly inaccurate in its summary statement.", "timestamp": "2026-10-04T04:20:23.400Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-04T04:20:23.362Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:20:23.329Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The minor discrepancy (11 items returned vs 10 requested, 1 item missing viewCount) is an Actor-level behavior, and the agent handled the data correctly by filtering out the non-video item and reporting all valid Shorts with accurate numbers grounded in the retrieved data.", "timestamp": "2026-10-04T04:20:23.288Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-04T04:20:23.198Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 9 Shorts (skipping the first item which was the channel 'about' page with no viewCount), correctly presenting view and like counts for all valid Shorts, but incorrectly stated 'the actor returned 8 shorts' when it actually returned 9 valid Shorts in the table; the task asked for 10 but only 9 valid video items were retrieved (11 total with 1 missing viewCount and 1 being the about page), so the answer is substantially complete but slightly inaccurate in its summary statement.", "timestamp": "2026-10-04T04:20:23.152Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used a logical 4-step sequence: fetch details, call actor, poll for completion, retrieve items — no redundant calls.", "timestamp": "2026-10-04T04:20:23.114Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check passes — all 22 numbers in the final answer are found in the Actor output, confirming the agent used retrieved data rather than inventing it.", "timestamp": "2026-10-04T04:20:23.034Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called streamers/youtube-shorts-scraper with channels=['MrBeast'], maxResultsShorts=10, and sortChannelShortsBy='POPULAR', which matches the required input schema.", "timestamp": "2026-10-04T04:20:22.996Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-04T04:20:22.908Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:02:14.201Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-04T04:02:14.167Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 22 numbers found in Actor output", "timestamp": "2026-10-04T04:02:14.127Z", "metadata": {} }, "check.field": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 1 of 11 items fail viewCount exists undefined", "timestamp": "2026-10-04T04:02:14.087Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 11 items, expected at most 10", "timestamp": "2026-10-04T04:02:14.049Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResultsShorts", "timestamp": "2026-10-04T04:02:14.010Z", "metadata": {} }, "check.sortPopular": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): sortChannelShortsBy", "timestamp": "2026-10-04T04:02:13.970Z", "metadata": {} }, "check.channelInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): channels[0]", "timestamp": "2026-10-04T04:02:13.893Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:02:13.859Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-04T04:02:13.779Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "field", "items" ], "judgeComment": "PASS: The agent reported 9 Shorts (skipping the first item which was the channel 'about' page with no viewCount), correctly presenting view and like counts for all valid Shorts, but incorrectly stated 'the actor returned 8 shorts' when it actually returned 9 valid Shorts in the table; the task asked for 10 but only 9 valid video items were retrieved (11 total with 1 missing viewCount and 1 being the about page), so the answer is substantially complete but slightly inaccurate in its summary statement." }, { "scenarioId": "youtube-shorts-scraper-discovery-mrbeast-popular", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:00:56.973Z", "day": "2026-10-04", "traceId": "baec1f3e6983e6c2d89630174e0b0bfe", "observationId": "979af883b2144404", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/baec1f3e6983e6c2d89630174e0b0bfe?observation=979af883b2144404", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "find", "title": "youtube-shorts / find / mrbeast-popular", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent listed 10 popular MrBeast Shorts with view counts and likes from actual retrieved data, and ended with 'Actor: streamers/youtube-shorts-scraper', though item 10 is a duplicate of item 2 rather than a distinct 10th short (the dataset had 11 items but the agent only fetched 10 and the first was a non-video about page entry).", "timestamp": "2026-10-04T04:20:06.132Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent listed 10 popular MrBeast Shorts with view counts and likes from actual retrieved data, and ended with 'Actor: streamers/youtube-shorts-scraper', though item 10 is a duplicate of item 2 rather than a distinct 10th short (the dataset had 11 items but the agent only fetched 10 and the first was a non-video about page entry).", "timestamp": "2026-10-04T04:20:06.098Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: streamers/youtube-shorts-scraper", "timestamp": "2026-10-04T04:20:06.064Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-04T04:20:06.024Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:20:05.989Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The dataset's first item was a non-video 'about' page entry (url: https://www.youtube.com/@MrBeast/about), leaving only 9 actual Shorts in the first 10 items. The agent listed item 10 as a duplicate of '$100,000,000 Car Doors' with 'Data included in top results above' rather than fetching the 11th item to complete the list properly.", "timestamp": "2026-10-04T04:20:05.957Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-04T04:20:05.921Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent listed 10 popular MrBeast Shorts with view counts and likes from actual retrieved data, and ended with 'Actor: streamers/youtube-shorts-scraper', though item 10 is a duplicate of item 2 rather than a distinct 10th short (the dataset had 11 items but the agent only fetched 10 and the first was a non-video about page entry).", "timestamp": "2026-10-04T04:20:05.887Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 6 tool calls: search, fetch-details, call-actor, two polls (needed because run was still running), and get-dataset-items — a reasonably direct path with no wasted steps.", "timestamp": "2026-10-04T04:20:05.847Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run was still RUNNING after the first poll, so the agent correctly polled again with get-actor-run until it SUCCEEDED before fetching results.", "timestamp": "2026-10-04T04:20:05.811Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items with actual view counts, likes, and URLs from the tool results and presented them in the final answer, matching the data from the dataset preview.", "timestamp": "2026-10-04T04:20:05.776Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with channels=['MrBeast'], maxResultsShorts=10, and sortChannelShortsBy='POPULAR', which are all correct and well-formed inputs for the task.", "timestamp": "2026-10-04T04:20:05.738Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used streamers/youtube-shorts-scraper, the intended actor for scraping YouTube Shorts from a channel.", "timestamp": "2026-10-04T04:20:05.703Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:02:56.480Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-04T04:02:56.441Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{3,}/", "timestamp": "2026-10-04T04:02:56.406Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:02:56.364Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"streamers/youtube-shorts-scraper\"", "timestamp": "2026-10-04T04:02:56.328Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-04T04:02:56.283Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent listed 10 popular MrBeast Shorts with view counts and likes from actual retrieved data, and ended with 'Actor: streamers/youtube-shorts-scraper', though item 10 is a duplicate of item 2 rather than a distinct 10th short (the dataset had 11 items but the agent only fetched 10 and the first was a non-video about page entry)." }, { "scenarioId": "youtube-scraper-discovery-espresso", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:00:56.973Z", "day": "2026-10-04", "traceId": "68198a2b8773cace5b79f768f05fa658", "observationId": "f5ce2132883c16ab", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/68198a2b8773cace5b79f768f05fa658?observation=f5ce2132883c16ab", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "find", "title": "youtube / find / espresso", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-04T04:20:12.677Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-04T04:20:12.581Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "api-ninja/youtube-search-scraper", "comment": "Actors the agent ran: api-ninja/youtube-search-scraper", "timestamp": "2026-10-04T04:20:12.545Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-04T04:20:12.509Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:20:12.473Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-04T04:20:12.441Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-04T04:20:12.405Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent produced a ranked list of 10 videos with titles, view counts, and channel names from real retrieved data, but used the wrong actor (api-ninja/youtube-search-scraper instead of streamers/youtube-scraper) and the answer does not contain 'streamers/youtube-scraper' as required by the deterministic checks.", "timestamp": "2026-10-04T04:20:12.368Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search-actors calls (one for 'YouTube videos', one for 'YouTube search'), fetched actor details, had one failed call due to schema constraint, then one successful call and one dataset fetch — reasonably direct with only minor extra steps.", "timestamp": "2026-10-04T04:20:12.332Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'Field input.maxResults must be >= 20', the agent immediately retried with maxResults=20 and succeeded.", "timestamp": "2026-10-04T04:20:12.298Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from the successful run and directly used the returned titles, view counts, and channel names in the final answer without inventing data.", "timestamp": "2026-10-04T04:20:12.264Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "After the first call failed due to maxResults<20, the agent corrected it to 20 and used appropriate parameters: query='home espresso machines', type='video', uploadDate='month', sortBy='popularity', videoDepthDetails='standard'.", "timestamp": "2026-10-04T04:20:12.218Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for YouTube scraping actors and selected api-ninja/youtube-search-scraper, which can search YouTube videos with date and sort filters, but the intended actor was streamers/youtube-scraper. The chosen actor appeared in search results and has relevant capabilities, but it was not the correct one per the deterministic check.", "timestamp": "2026-10-04T04:20:12.180Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:01:48.828Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-04T04:01:48.793Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): api-ninja/youtube-search-scraper run : CALL-FAILED", "timestamp": "2026-10-04T04:01:48.761Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"streamers/youtube-scraper\"", "timestamp": "2026-10-04T04:01:48.724Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-04T04:01:48.686Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "api-ninja/youtube-search-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper" }, { "scenarioId": "tiktok-scraper-usage-protein-coffee", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:00:56.973Z", "day": "2026-10-04", "traceId": "dfec5e0140892b904b07f1a8590bbca5", "observationId": "887fe24657515c5e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/dfec5e0140892b904b07f1a8590bbca5?observation=887fe24657515c5e", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "use", "title": "tiktok / use / protein-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 10 videos with play counts (4,400,000 down to 355,700), all grounded in retrieved data, fulfilling the task of finding the top 10 by plays. However, ranks 4-6, 8-10 include videos not visible in the preview (the dataset had 36 items but only ~18 were shown in the preview), and the grounded check confirms all numbers are real, so the answer is valid.", "timestamp": "2026-10-04T04:20:11.479Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 10 videos with play counts (4,400,000 down to 355,700), all grounded in retrieved data, fulfilling the task of finding the top 10 by plays. However, ranks 4-6, 8-10 include videos not visible in the preview (the dataset had 36 items but only ~18 were shown in the preview), and the grounded check confirms all numbers are real, so the answer is valid.", "timestamp": "2026-10-04T04:20:11.444Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-04T04:20:11.392Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:20:11.359Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor was used, inputs were well-formed, results were grounded in retrieved data, the plan was efficient, and the final answer fulfilled the task with real play counts.", "timestamp": "2026-10-04T04:20:11.322Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-04T04:20:11.284Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 videos with play counts (4,400,000 down to 355,700), all grounded in retrieved data, fulfilling the task of finding the top 10 by plays. However, ranks 4-6, 8-10 include videos not visible in the preview (the dataset had 36 items but only ~18 were shown in the preview), and the grounded check confirms all numbers are real, so the answer is valid.", "timestamp": "2026-10-04T04:20:11.245Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls: fetch details, run actor, get dataset items — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-04T04:20:11.207Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 20 numbers in the answer were found in Actor output, and the preview shows the agent used actual playCount values from the dataset items.", "timestamp": "2026-10-04T04:20:11.171Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries:[\"protein coffee recipe\"], resultsPerPage:50, and searchSection:\"/video\" which are all valid parameters per the input schema for a video search.", "timestamp": "2026-10-04T04:20:11.136Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task with the named actor clockworks/tiktok-scraper.", "timestamp": "2026-10-04T04:20:11.102Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:01:55.145Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-04T04:01:55.103Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 20 numbers found in Actor output", "timestamp": "2026-10-04T04:01:55.066Z", "metadata": {} }, "check.plays": { "value": 1, "stringValue": null, "comment": "PASS (warn): 50 items ok", "timestamp": "2026-10-04T04:01:55.032Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:01:54.993Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-scraper", "timestamp": "2026-10-04T04:01:54.899Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-04T04:01:54.852Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 10 videos with play counts (4,400,000 down to 355,700), all grounded in retrieved data, fulfilling the task of finding the top 10 by plays. However, ranks 4-6, 8-10 include videos not visible in the preview (the dataset had 36 items but only ~18 were shown in the preview), and the grounded check confirms all numbers are real, so the answer is valid." }, { "scenarioId": "youtube-scraper-usage-espresso-engagement", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:00:56.973Z", "day": "2026-10-04", "traceId": "2920f930e060c8fa44dc1f1b281eef19", "observationId": "05479927b46bf7fe", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2920f930e060c8fa44dc1f1b281eef19?observation=05479927b46bf7fe", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "use", "title": "youtube / use / espresso-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements.", "timestamp": "2026-10-04T04:20:10.842Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements.", "timestamp": "2026-10-04T04:20:10.804Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-04T04:20:10.769Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:20:10.732Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, provided proper inputs, retrieved real data, and reported accurate engagement metrics for all 5 videos.", "timestamp": "2026-10-04T04:20:10.693Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-04T04:20:10.657Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements.", "timestamp": "2026-10-04T04:20:10.620Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run actor, retrieve dataset items — no redundant calls.", "timestamp": "2026-10-04T04:20:10.581Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 12 numbers in the final answer were found in the Actor output, and the agent directly used the dataset fields (viewCount, likes, commentsCount) from the retrieved items.", "timestamp": "2026-10-04T04:20:10.546Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called streamers/youtube-scraper with searchQueries=[\"home espresso machine review\"] and maxResults=5, which are the correct fields per the input schema.", "timestamp": "2026-10-04T04:20:10.501Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-04T04:20:10.414Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:01:38.974Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-04T04:01:38.922Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 12 numbers found in Actor output", "timestamp": "2026-10-04T04:01:38.887Z", "metadata": {} }, "check.engagementFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-04T04:01:38.852Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-04T04:01:38.813Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-04T04:01:38.778Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:01:38.739Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-scraper", "timestamp": "2026-10-04T04:01:38.617Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-04T04:01:38.492Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements." }, { "scenarioId": "tiktok-scraper-discovery-cleantok", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:00:56.973Z", "day": "2026-10-04", "traceId": "cb73ea03419b88959d211e2feb04a963", "observationId": "0ab25c31c004eb27", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/cb73ea03419b88959d211e2feb04a963?observation=0ab25c31c004eb27", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "find", "title": "tiktok / find / cleantok", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-04T04:20:16.411Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-04T04:20:16.327Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "memo23/tiktok-hashtag-scraper", "comment": "Actors the agent ran: memo23/tiktok-hashtag-scraper", "timestamp": "2026-10-04T04:20:16.292Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-04T04:20:16.257Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:20:16.226Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-04T04:20:16.192Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-04T04:20:16.156Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent retrieved 20 #cleantok videos and provided a well-structured summary of content trends and engagement metrics, but used the wrong actor (memo23/tiktok-hashtag-scraper instead of clockworks/tiktok-scraper) and the final line names the wrong actor.", "timestamp": "2026-10-04T04:20:16.119Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent searched once, fetched details for one actor, ran it, and retrieved results — a direct 4-call path with no redundant steps.", "timestamp": "2026-10-04T04:20:16.084Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned (e.g., @theorganizedaddict with 53.4M plays, @nabela with 8M followers) to build the summary rather than inventing data.", "timestamp": "2026-10-04T04:20:16.046Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with hashtags:[\"cleantok\"] and maxResultsPerHashtag:20, which are well-formed and correct inputs for the chosen actor.", "timestamp": "2026-10-04T04:20:16.009Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task, though it selected memo23/tiktok-hashtag-scraper instead of the intended clockworks/tiktok-scraper.", "timestamp": "2026-10-04T04:20:15.973Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:01:45.528Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-04T04:01:45.492Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:01:45.459Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-scraper\"", "timestamp": "2026-10-04T04:01:45.391Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-04T04:01:45.308Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "memo23/tiktok-hashtag-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper" }, { "scenarioId": "tiktok-profile-scraper-usage-apifylife-latest-five", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:01:39.164Z", "day": "2026-10-04", "traceId": "dbaff255de348529ca6f739f9c151510", "observationId": "6008efc7914c39a0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/dbaff255de348529ca6f739f9c151510?observation=6008efc7914c39a0", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "use", "title": "tiktok-profile / use / apifylife-latest-five", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the follower count (192) and all 5 most recent videos with their play counts, captions, and dates, fully grounded in the retrieved data.", "timestamp": "2026-10-04T04:20:00.842Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the follower count (192) and all 5 most recent videos with their play counts, captions, and dates, fully grounded in the retrieved data.", "timestamp": "2026-10-04T04:20:00.807Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-04T04:20:00.774Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:20:00.739Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the correct actor was used, inputs were well-formed, results were properly utilized, the plan was efficient, and the task was fully completed with grounded data.", "timestamp": "2026-10-04T04:20:00.701Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-04T04:20:00.661Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the follower count (192) and all 5 most recent videos with their play counts, captions, and dates, fully grounded in the retrieved data.", "timestamp": "2026-10-04T04:20:00.620Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run the actor, retrieve dataset items — no redundant calls or retries.", "timestamp": "2026-10-04T04:20:00.587Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 9 numbers in the final answer were found in the Actor output; the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-10-04T04:20:00.553Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called clockworks/tiktok-profile-scraper with profiles=['apifylife'], resultsPerPage=5, and profileSorting='latest', which are all correct and well-formed inputs matching the task requirements.", "timestamp": "2026-10-04T04:20:00.517Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with clockworks/tiktok-profile-scraper, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-04T04:20:00.482Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:02:19.657Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-04T04:02:19.620Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 9 numbers found in Actor output", "timestamp": "2026-10-04T04:02:19.581Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-04T04:02:19.545Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-04T04:02:19.508Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsPerPage", "timestamp": "2026-10-04T04:02:19.472Z", "metadata": {} }, "check.profileInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): profiles[0]", "timestamp": "2026-10-04T04:02:19.436Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:02:19.396Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-04T04:02:19.356Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the follower count (192) and all 5 most recent videos with their play counts, captions, and dates, fully grounded in the retrieved data." }, { "scenarioId": "tiktok-profile-scraper-discovery-apifylife-followers", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:01:45.737Z", "day": "2026-10-04", "traceId": "13d6602bea8348098000a6f20aeba6c0", "observationId": "fb8e0bdbfd87a272", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/13d6602bea8348098000a6f20aeba6c0?observation=fb8e0bdbfd87a272", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "find", "title": "tiktok-profile / find / apifylife-followers", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides the follower count (192) and 5 most recent videos with captions, dates, engagement metrics, and URLs, all grounded in retrieved data, and ends with the required 'Actor: clockworks/tiktok-profile-scraper' line.", "timestamp": "2026-10-04T04:19:59.804Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides the follower count (192) and 5 most recent videos with captions, dates, engagement metrics, and URLs, all grounded in retrieved data, and ends with the required 'Actor: clockworks/tiktok-profile-scraper' line.", "timestamp": "2026-10-04T04:19:59.769Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-profile-scraper", "timestamp": "2026-10-04T04:19:59.731Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-04T04:19:59.694Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:19:59.658Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the correct actor, used proper inputs, utilized retrieved data accurately, and completed the task fully.", "timestamp": "2026-10-04T04:19:59.626Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-04T04:19:59.594Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides the follower count (192) and 5 most recent videos with captions, dates, engagement metrics, and URLs, all grounded in retrieved data, and ends with the required 'Actor: clockworks/tiktok-profile-scraper' line.", "timestamp": "2026-10-04T04:19:59.559Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search, fetch details, call actor, get dataset items) in a logical sequence with no redundant steps.", "timestamp": "2026-10-04T04:19:59.525Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly used the authorMeta.fans (192), video texts, createTimeISO dates, diggCount, playCount, and webVideoUrl fields from the actual API response in its final answer.", "timestamp": "2026-10-04T04:19:59.488Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed profiles=['apifylife'], profileSorting='latest', and resultsPerPage=5, which are all correct and well-formed inputs to retrieve the 5 most recent videos.", "timestamp": "2026-10-04T04:19:59.453Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified clockworks/tiktok-profile-scraper as the right tool for a single TikTok profile lookup, confirmed by the deterministic rightActor check passing.", "timestamp": "2026-10-04T04:19:59.411Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:02:30.556Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-04T04:02:30.521Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{2,}/", "timestamp": "2026-10-04T04:02:30.491Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:02:30.454Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-profile-scraper\"", "timestamp": "2026-10-04T04:02:30.417Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-04T04:02:30.376Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides the follower count (192) and 5 most recent videos with captions, dates, engagement metrics, and URLs, all grounded in retrieved data, and ends with the required 'Actor: clockworks/tiktok-profile-scraper' line." }, { "scenarioId": "tiktok-comments-scraper-usage-top-level-only", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:01:48.863Z", "day": "2026-10-04", "traceId": "9ab1317c5da7fef2dcf5f437594a43b0", "observationId": "9ad89d84be716444", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9ab1317c5da7fef2dcf5f437594a43b0?observation=9ad89d84be716444", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "use", "title": "tiktok-comments / use / top-level-only", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the 5 highest-liked comments correctly from the dataset, but the grounded check FAILed because the number '70,000,000' (implied by '70.M') was not in the Actor output — the comment text says '70.M on Bella Poarch' and the agent's summary stated 'Bella Poarch hitting 70M followers' which is an interpretation, but the diggCount of 367,636 for rank 1 is correct per the dataset preview.", "timestamp": "2026-10-04T04:20:02.270Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the 5 highest-liked comments correctly from the dataset, but the grounded check FAILed because the number '70,000,000' (implied by '70.M') was not in the Actor output — the comment text says '70.M on Bella Poarch' and the agent's summary stated 'Bella Poarch hitting 70M followers' which is an interpretation, but the diggCount of 367,636 for rank 1 is correct per the dataset preview.", "timestamp": "2026-10-04T04:20:02.235Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-04T04:20:02.199Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:20:02.159Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The grounded check failed because the agent's explanatory text introduced '70,000,000' (interpreting '70.M' from the comment text) which was not literally in the Actor output. The agent added interpretive commentary not grounded in the raw data, causing the grounding failure.", "timestamp": "2026-10-04T04:20:02.116Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-04T04:20:02.079Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the 5 highest-liked comments correctly from the dataset, but the grounded check FAILed because the number '70,000,000' (implied by '70.M') was not in the Actor output — the comment text says '70.M on Bella Poarch' and the agent's summary stated 'Bella Poarch hitting 70M followers' which is an interpretation, but the diggCount of 367,636 for rank 1 is correct per the dataset preview.", "timestamp": "2026-10-04T04:20:02.040Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, get results — no redundant calls.", "timestamp": "2026-10-04T04:20:01.951Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and directly used the diggCount and text fields from the tool result to rank and report the top 5 comments.", "timestamp": "2026-10-04T04:20:01.915Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used postURLs with the correct URL and maxRepliesPerComment=0, but used topLevelCommentsPerPost=20 instead of commentsPerPost, which caused the cap check to FAIL (commentsPerPost was undefined). However, the run still succeeded with 20 items, so the intent was correct even if the field name was suboptimal.", "timestamp": "2026-10-04T04:20:01.876Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-04T04:20:01.841Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:02:29.942Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-04T04:02:29.905Z", "metadata": {} }, "check.grounded": { "value": 0.929, "stringValue": null, "comment": "FAIL (warn): 1 of 14 numbers not in Actor output: 70,000,000", "timestamp": "2026-10-04T04:02:29.866Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-04T04:02:29.816Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-04T04:02:29.778Z", "metadata": {} }, "check.noReplies": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxRepliesPerComment", "timestamp": "2026-10-04T04:02:29.738Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): clockworks/tiktok-comments-scraper: commentsPerPost = undefined (expected lte 20)", "timestamp": "2026-10-04T04:02:29.700Z", "metadata": {} }, "check.videoUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): postURLs[0]", "timestamp": "2026-10-04T04:02:29.664Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:02:29.577Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-04T04:02:29.498Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "PASS: The agent reported the 5 highest-liked comments correctly from the dataset, but the grounded check FAILed because the number '70,000,000' (implied by '70.M') was not in the Actor output — the comment text says '70.M on Bella Poarch' and the agent's summary stated 'Bella Poarch hitting 70M followers' which is an interpretation, but the diggCount of 367,636 for rank 1 is correct per the dataset preview." }, { "scenarioId": "tiktok-comments-scraper-discovery-video-top-comments", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:01:55.181Z", "day": "2026-10-04", "traceId": "033e816b02890cdfc2cd198632969be5", "observationId": "d8aacfb46e427098", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/033e816b02890cdfc2cd198632969be5?observation=d8aacfb46e427098", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "find", "title": "tiktok-comments / find / video-top-comments", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned the 5 most-liked comments with like counts and usernames, grounded in retrieved data, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line.", "timestamp": "2026-10-04T04:19:50.644Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned the 5 most-liked comments with like counts and usernames, grounded in retrieved data, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line.", "timestamp": "2026-10-04T04:19:50.606Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-comments-scraper", "timestamp": "2026-10-04T04:19:50.570Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-04T04:19:50.536Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:19:50.450Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly found the right actor, ran it with proper inputs, utilized the results accurately, and completed the task as specified.", "timestamp": "2026-10-04T04:19:50.415Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-04T04:19:50.378Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned the 5 most-liked comments with like counts and usernames, grounded in retrieved data, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line.", "timestamp": "2026-10-04T04:19:50.346Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search, fetch details, call actor, get dataset items — a direct and efficient path with no redundant steps.", "timestamp": "2026-10-04T04:19:50.308Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 100 dataset items and correctly sorted by diggCount to identify the top 5 most-liked comments, citing actual values from the dataset preview.", "timestamp": "2026-10-04T04:19:50.276Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct video URL in postURLs and set commentsPerPost to 100, which are well-formed inputs matching the actor's schema.", "timestamp": "2026-10-04T04:19:50.238Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used clockworks/tiktok-comments-scraper, which is the intended actor for extracting TikTok comments.", "timestamp": "2026-10-04T04:19:50.202Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:02:56.422Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-04T04:02:56.390Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-04T04:02:56.357Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:02:56.327Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-comments-scraper\"", "timestamp": "2026-10-04T04:02:56.252Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-04T04:02:56.159Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned the 5 most-liked comments with like counts and usernames, grounded in retrieved data, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line." }, { "scenarioId": "indeed-scraper-usage-swe-skills", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:02:14.239Z", "day": "2026-10-04", "traceId": "06b911f1337366115f02d2d59e3129e4", "observationId": "c326159e3d3d1e75", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/06b911f1337366115f02d2d59e3129e4?observation=c326159e3d3d1e75", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "use", "title": "indeed / use / swe-skills", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent delivered a ranked list of 5 skills (Testing, Communication, AWS, Git, DevOps) grounded in real description text from 20 scraped postings, satisfying the task requirements despite the cap warning.", "timestamp": "2026-10-04T04:19:54.260Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent delivered a ranked list of 5 skills (Testing, Communication, AWS, Git, DevOps) grounded in real description text from 20 scraped postings, satisfying the task requirements despite the cap warning.", "timestamp": "2026-10-04T04:19:54.226Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-04T04:19:54.194Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:19:54.158Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The agent passed maxItemsPerSearch=20 but the deterministic check shows maxItems=undefined, indicating the field name used did not register as a recognized cap parameter; the correct field per the schema is 'maxItemsPerSearch', yet the run still returned exactly 20 items — the cap check failure suggests the agent should have verified the correct input field name more carefully to ensure the limit was enforced.", "timestamp": "2026-10-04T04:19:54.125Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-04T04:19:54.094Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a ranked list of 5 skills (Testing, Communication, AWS, Git, DevOps) grounded in real description text from 20 scraped postings, satisfying the task requirements despite the cap warning.", "timestamp": "2026-10-04T04:19:54.058Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made several redundant Bash attempts that were blocked for approval before finding a working approach, adding unnecessary steps, but ultimately converged on a solution without excessive looping.", "timestamp": "2026-10-04T04:19:54.022Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the dataset result exceeded token limits, the agent pivoted to using Bash with jq and grep to process the file directly, successfully recovering from multiple tool approval blocks.", "timestamp": "2026-10-04T04:19:53.988Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the actual dataset file and ran grep/uniq counts on the real description text, producing skill counts grounded in the retrieved data (e.g., testing=38, aws=17).", "timestamp": "2026-10-04T04:19:53.951Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The actor was called with position='software engineer', country='US', saveOnlyUniqueItems=true, but maxItemsPerSearch=20 was passed instead of a recognized 'maxItems' cap parameter — the deterministic check flags cap as FAIL because maxItems=undefined, meaning the actor ignored the limit field name used.", "timestamp": "2026-10-04T04:19:53.912Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, and Bash to scrape Indeed and analyze descriptions, all appropriate for the task.", "timestamp": "2026-10-04T04:19:53.878Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:03:29.679Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-04T04:03:29.641Z", "metadata": {} }, "check.descriptions": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-04T04:03:29.599Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-04T04:03:29.552Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): misceres/indeed-scraper: maxItems = undefined (expected lte 20)", "timestamp": "2026-10-04T04:03:29.513Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:03:29.478Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used misceres/indeed-scraper", "timestamp": "2026-10-04T04:03:29.407Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-10-04T04:03:29.324Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "PASS: The agent delivered a ranked list of 5 skills (Testing, Communication, AWS, Git, DevOps) grounded in real description text from 20 scraped postings, satisfying the task requirements despite the cap warning." }, { "scenarioId": "indeed-scraper-discovery-denver-marketing", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:02:19.688Z", "day": "2026-10-04", "traceId": "4ad700017213db937c598a89b05d917c", "observationId": "bb6c2e71f1453520", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4ad700017213db937c598a89b05d917c?observation=bb6c2e71f1453520", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "find", "title": "indeed / find / denver-marketing", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used trusted_tech_spot/fast-indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-04T04:19:50.532Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used trusted_tech_spot/fast-indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-04T04:19:50.459Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "trusted_tech_spot/fast-indeed-jobs-scraper", "comment": "Actors the agent ran: trusted_tech_spot/fast-indeed-jobs-scraper", "timestamp": "2026-10-04T04:19:50.420Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-04T04:19:50.381Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:19:50.346Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used trusted_tech_spot/fast-indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-04T04:19:50.308Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-04T04:19:50.271Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required company ratings alongside salary data, but the actor returned no company ratings; the agent acknowledged this gap. Additionally, the data returned appears to be sample/synthetic data (repeated companies, identical snippets, 'sample' URLs, unrealistically high salaries for a marketing coordinator), and the wrong actor was used.", "timestamp": "2026-10-04T04:19:50.235Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent searched for actors, fetched details on one actor, ran it, and retrieved results in a straightforward sequence with only one redundant dataset fetch (first with fields projection that returned empty, then without).", "timestamp": "2026-10-04T04:19:50.189Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent presented the 10 job listings returned by the dataset, including salary ranges from the scraped data, without inventing data beyond what was returned.", "timestamp": "2026-10-04T04:19:50.151Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed query='Marketing Coordinator', location='Denver, CO', and maxJobs=10, which are well-formed and appropriate for the task.", "timestamp": "2026-10-04T04:19:50.070Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used trusted_tech_spot/fast-indeed-jobs-scraper instead of the intended misceres/indeed-scraper; the rightActor check is FAIL, meaning the wrong actor was selected.", "timestamp": "2026-10-04T04:19:49.988Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:02:57.579Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-04T04:02:57.545Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:02:57.510Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"misceres/indeed-scraper\"", "timestamp": "2026-10-04T04:02:57.452Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used trusted_tech_spot/fast-indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-04T04:02:57.410Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "trusted_tech_spot/fast-indeed-jobs-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used trusted_tech_spot/fast-indeed-jobs-scraper; expected misceres/indeed-scraper" }, { "scenarioId": "amazon-reviews-scraper-usage-helpful-thirty", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:02:29.977Z", "day": "2026-10-04", "traceId": "1d6e22ee41d504e04545fe3397ce8326", "observationId": "46f8ef212cb1ae4d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1d6e22ee41d504e04545fe3397ce8326?observation=46f8ef212cb1ae4d", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "use", "title": "amazon-reviews / use / helpful-thirty", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-04T04:19:52.169Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-04T04:19:52.089Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-04T04:19:52.054Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-04T04:19:52.018Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED; check productUrl: junglee/amazon-reviews-scraper: productUrls[0].url = undefined (expected regex \"B0CWXNS552\")", "timestamp": "2026-10-04T04:19:51.985Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-04T04:19:51.952Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered 3 complaints and 3 praises grounded in the actual review data retrieved, though only 10 reviews were obtained instead of the requested 30 due to plan limits, and the agent acknowledged this limitation.", "timestamp": "2026-10-04T04:19:51.917Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one unnecessary failed call due to wrong input format, but otherwise the flow was direct: fetch details, call actor (failed), call actor (fixed), poll run, get items, summarize.", "timestamp": "2026-10-04T04:19:51.880Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'must be object' validation error, the agent correctly diagnosed the issue and reformatted productUrls as an array of objects with a 'url' property, leading to a successful run.", "timestamp": "2026-10-04T04:19:51.848Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched 10 dataset items and grounded its summary in the actual review text returned (e.g., citing the remote area limitation from the camping review, easy setup from multiple reviews, precision finding feature), not generic guesses.", "timestamp": "2026-10-04T04:19:51.813Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed because productUrls was passed as an array of strings instead of objects with a 'url' property; the second call correctly used [{\"url\": \"https://www.amazon.com/dp/B0CWXNS552\"}] with maxReviews=30 and sort='helpful', which succeeded.", "timestamp": "2026-10-04T04:19:51.777Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected junglee/amazon-reviews-scraper as specified in the task, and used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items appropriately.", "timestamp": "2026-10-04T04:19:51.738Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:03:44.864Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, productUrl", "timestamp": "2026-10-04T04:03:44.827Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-04T04:03:44.793Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-04T04:03:44.751Z", "metadata": {} }, "check.sortHelpful": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): sort", "timestamp": "2026-10-04T04:03:44.712Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxReviews", "timestamp": "2026-10-04T04:03:44.676Z", "metadata": {} }, "check.productUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper: productUrls[0].url = undefined (expected regex \"B0CWXNS552\")", "timestamp": "2026-10-04T04:03:44.638Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-04T04:03:44.600Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-04T04:03:44.562Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "productUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED" }, { "scenarioId": "amazon-reviews-scraper-discovery-product-complaints", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:02:30.585Z", "day": "2026-10-04", "traceId": "e02389c8f37fa357c7b7bfa98781f366", "observationId": "bc956692b88af28a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e02389c8f37fa357c7b7bfa98781f366?observation=bc956692b88af28a", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "find", "title": "amazon-reviews / find / product-complaints", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-04T04:19:38.818Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-04T04:19:38.732Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: junglee/amazon-reviews-scraper", "timestamp": "2026-10-04T04:19:38.701Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-04T04:19:38.665Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-04T04:19:38.631Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The agent retrieved only 10 reviews (the run status message explicitly stated '✅ Here are your 10 Amazon reviews') but presented the analysis as covering the requested 30 reviews without disclosing this limitation to the user, which is a reasoning/transparency failure rather than an Actor or tool issue.", "timestamp": "2026-10-04T04:19:38.595Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-04T04:19:38.561Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task asked for 30 most helpful reviews but only 10 were retrieved (plan limit on free tier); the agent analyzed only 10 reviews yet presented the summary as if it covered 30, without clearly disclosing the shortfall to the user.", "timestamp": "2026-10-04T04:19:38.528Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: search, fetch-details, one failed call, one corrected call, and get-dataset-items — a reasonable path with only one extra call due to input format correction.", "timestamp": "2026-10-04T04:19:38.494Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call-actor failed with 'must be object' validation error, the agent immediately identified the issue and corrected the productUrls format, resulting in a successful run.", "timestamp": "2026-10-04T04:19:38.455Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the dataset items and directly cited review content (e.g., the camping/remote area complaint, precision finding praise, battery life) from the actual scraped reviews in its summary.", "timestamp": "2026-10-04T04:19:38.419Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed because productUrls was passed as an array of strings instead of objects; the agent corrected this on the second call using [{\"url\": \"...\"}] format, which succeeded.", "timestamp": "2026-10-04T04:19:38.342Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-reviews-scraper, the intended actor for extracting Amazon product reviews, found via search-actors.", "timestamp": "2026-10-04T04:19:38.253Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:03:42.491Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-04T04:03:42.453Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-04T04:03:42.415Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-reviews-scraper\"", "timestamp": "2026-10-04T04:03:42.329Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-04T04:03:42.231Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "amazon-crawler-usage-earbuds-search-url", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:02:56.467Z", "day": "2026-10-04", "traceId": "68a3798d9e672aeb0b1899fb196bfd18", "observationId": "2d5bd455831aebbd", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/68a3798d9e672aeb0b1899fb196bfd18?observation=2d5bd455831aebbd", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "use", "title": "amazon / use / earbuds-search-url", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-04T04:19:24.662Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-04T04:19:24.571Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-04T04:19:24.537Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-04T04:19:24.496Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED; check searchUrl: junglee/amazon-crawler: categoryOrProductUrls[0].url = undefined (expected regex \"amazon\\\\.com/s\\\\?k=wireless\\\\+earbuds\")", "timestamp": "2026-10-04T04:19:24.461Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-04T04:19:24.424Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent successfully listed all 10 products with prices and ratings from the scraped data; one item (JBL Vibe Beam 2) had no price (matching the field FAIL for 1 of 10 items), which the agent honestly reported as N/A.", "timestamp": "2026-10-04T04:19:24.387Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 3 tool calls after fetching actor details: one failed call, one corrected call, and one dataset fetch — a reasonable path given the input schema error required one retry.", "timestamp": "2026-10-04T04:19:24.347Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with an input validation error, the agent correctly diagnosed the issue (URLs need to be objects with a 'url' property) and immediately retried with the correct format, resulting in a successful run.", "timestamp": "2026-10-04T04:19:24.310Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned title, price.value, price.currency, stars, and reviewsCount fields to populate the final answer table.", "timestamp": "2026-10-04T04:19:24.265Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call passed categoryOrProductUrls as a plain string array instead of an array of objects with 'url' property, causing CALL-FAILED. The second call correctly used [{\"url\": \"https://www.amazon.com/s?k=wireless+earbuds\"}] with maxItemsPerStartUrl:10, which succeeded.", "timestamp": "2026-10-04T04:19:24.192Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-crawler, which is the exact actor named in the task prompt.", "timestamp": "2026-10-04T04:19:24.112Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:03:43.365Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, searchUrl", "timestamp": "2026-10-04T04:03:43.328Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-04T04:03:43.294Z", "metadata": {} }, "check.field": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 1 of 10 items fail price exists undefined", "timestamp": "2026-10-04T04:03:43.255Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-04T04:03:43.221Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxItemsPerStartUrl", "timestamp": "2026-10-04T04:03:43.189Z", "metadata": {} }, "check.searchUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler: categoryOrProductUrls[0].url = undefined (expected regex \"amazon\\\\.com/s\\\\?k=wireless\\\\+earbuds\")", "timestamp": "2026-10-04T04:03:43.148Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-04T04:03:43.111Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-crawler", "timestamp": "2026-10-04T04:03:43.038Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "field", "searchUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED" }, { "scenarioId": "amazon-crawler-discovery-wireless-earbuds", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:02:56.515Z", "day": "2026-10-04", "traceId": "adfe951f025e0be4c1d896dc2675a9cb", "observationId": "7ffe76bf5d81cc2d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/adfe951f025e0be4c1d896dc2675a9cb?observation=7ffe76bf5d81cc2d", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "find", "title": "amazon / find / wireless-earbuds", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used powerai/amazon-product-search-scraper, automly/amazon-products-scraper---fast-efficient-with-sales-data; expected junglee/amazon-crawler", "timestamp": "2026-10-04T04:19:13.121Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used powerai/amazon-product-search-scraper, automly/amazon-products-scraper---fast-efficient-with-sales-data; expected junglee/amazon-crawler", "timestamp": "2026-10-04T04:19:13.031Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "powerai/amazon-product-search-scraper", "comment": "Actors the agent ran: powerai/amazon-product-search-scraper, automly/amazon-products-scraper---fast-efficient-with-sales-data", "timestamp": "2026-10-04T04:19:12.985Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-04T04:19:12.948Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-04T04:19:12.911Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used powerai/amazon-product-search-scraper, automly/amazon-products-scraper---fast-efficient-with-sales-data; expected junglee/amazon-crawler", "timestamp": "2026-10-04T04:19:12.875Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-04T04:19:12.839Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a table of 10 wireless earbuds with prices and ratings sourced from real scraped data, fulfilling the user's request, though it used the wrong actor (not junglee/amazon-crawler as intended).", "timestamp": "2026-10-04T04:19:12.803Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made an unnecessary extra call to fetch-actor-details for powerai/amazon-product-search-scraper before trying it, then had to try a second actor; it also missed the obvious best choice (junglee/amazon-crawler) that appeared first in search results, leading to extra steps.", "timestamp": "2026-10-04T04:19:12.768Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When powerai/amazon-product-search-scraper returned 0 items, the agent correctly recognized the failure and switched to automly/amazon-products-scraper which successfully returned 10 items.", "timestamp": "2026-10-04T04:19:12.731Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from the automly actor run (datasetId=8lE70GLuaMSdhhKCT) and directly used the returned titles, prices, and ratings in the final answer table without inventing values.", "timestamp": "2026-10-04T04:19:12.646Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "After the initial validation error (maxResults < 20), the agent corrected to maxResults=20 and used appropriate parameters like sort_by=BEST_SELLERS and geo=US for the first actor; for the second actor it used keywords array and maxResultsPerKeyword=10 correctly.", "timestamp": "2026-10-04T04:19:12.610Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent found junglee/amazon-crawler in the first search result but chose powerai/amazon-product-search-scraper instead, then fell back to automly/amazon-products-scraper. The intended actor was junglee/amazon-crawler which was visible in the search results.", "timestamp": "2026-10-04T04:19:12.536Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:04:07.138Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-04T04:04:07.105Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-04T04:04:07.072Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): powerai/amazon-product-search-scraper run : CALL-FAILED", "timestamp": "2026-10-04T04:04:07.036Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"junglee/amazon-crawler\"", "timestamp": "2026-10-04T04:04:06.956Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used powerai/amazon-product-search-scraper, automly/amazon-products-scraper---fast-efficient-with-sales-data; expected junglee/amazon-crawler", "timestamp": "2026-10-04T04:04:06.877Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "powerai/amazon-product-search-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used powerai/amazon-product-search-scraper, automly/amazon-products-scraper---fast-efficient-with-sales-data; expected junglee/amazon-crawler" }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:02:57.609Z", "day": "2026-10-04", "traceId": "38da979f83f3880df13294940b623ef3", "observationId": "4aa85f1cbdc77349", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/38da979f83f3880df13294940b623ef3?observation=4aa85f1cbdc77349", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-04T04:18:58.960Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-04T04:18:58.872Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-04T04:18:58.834Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:18:58.798Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-04T04:18:58.763Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "12 tool calls valid", "timestamp": "2026-10-04T04:18:58.722Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The crawl retrieved 12 pages (exceeding the 10-page cap), did not restrict to the platform section (sectionFilter FAIL), did not enable saveHtml=true (saveHtml FAIL), and the agent ran out of turns without delivering a complete final answer; multiple deterministic checks failed.", "timestamp": "2026-10-04T04:18:58.685Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "Three actor runs were made (one failed, one got only 1 page, one got 12 pages exceeding the 10-page cap), and the deterministic check confirms ranOk FAIL for 3 runs when at most 2 were expected.", "timestamp": "2026-10-04T04:18:58.644Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the first call failed with input validation error, the agent adjusted the input format and retried; however the recovery introduced new issues (dropped URL filtering, wrong saveHtml parameter) rather than fully fixing the problems.", "timestamp": "2026-10-04T04:18:58.608Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and key-value store records and used the actual URLs, titles, and HTML content from those results in its reporting.", "timestamp": "2026-10-04T04:18:58.573Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call used invalid field 'saveHtmlAsFile' (schema validation failed); the second call fixed that but used wrong glob format (strings instead of objects); the third call dropped includeUrlGlobs entirely and used excludeUrlGlobs instead, failing the sectionFilter check, and also never set saveHtml=true per the deterministic check.", "timestamp": "2026-10-04T04:18:58.493Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/website-content-crawler for the crawling task and used appropriate supporting tools (fetch-actor-details, call-actor, get-actor-run, get-dataset-items, get-key-value-store-record).", "timestamp": "2026-10-04T04:18:58.412Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:06:34.218Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-04T04:06:34.166Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 13 items, expected at most 10", "timestamp": "2026-10-04T04:06:34.128Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml = undefined (expected equals true); apify/website-content-crawler: saveHtml = undefined (expected equals true); apify/website-content-crawler: saveHtml = undefined (expected equals true)", "timestamp": "2026-10-04T04:06:34.086Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs = undefined (expected exists undefined)", "timestamp": "2026-10-04T04:06:34.047Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 3 run(s): maxCrawlPages", "timestamp": "2026-10-04T04:06:33.985Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): startUrls[0].url", "timestamp": "2026-10-04T04:06:33.946Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-04T04:06:33.850Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-04T04:06:33.771Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter", "ranOk" ], "judgeComment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:03:29.714Z", "day": "2026-10-04", "traceId": "48390b7326a4092eaf5c8f839f223e2d", "observationId": "082ed43cf9b3d32e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/48390b7326a4092eaf5c8f839f223e2d?observation=082ed43cf9b3d32e", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used s-r/rag-web-browser; expected apify/website-content-crawler", "timestamp": "2026-10-04T04:18:43.155Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used s-r/rag-web-browser; expected apify/website-content-crawler", "timestamp": "2026-10-04T04:18:43.069Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "s-r/rag-web-browser", "comment": "Actors the agent ran: s-r/rag-web-browser", "timestamp": "2026-10-04T04:18:43.030Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-04T04:18:42.996Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:18:42.957Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used s-r/rag-web-browser; expected apify/website-content-crawler", "timestamp": "2026-10-04T04:18:42.926Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-04T04:18:42.890Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent used the wrong Actor (s-r/rag-web-browser instead of apify/website-content-crawler), the start URL was not properly registered (startUrl FAIL), and only 10 pages were retrieved instead of the requested 20, so the task was not fully completed as specified.", "timestamp": "2026-10-04T04:18:42.852Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made a reasonable number of calls (search, fetch details, two actor runs, two dataset fetches) with the second run being a justified retry after diagnosing the shallow crawl issue, so no pointless repetition occurred.", "timestamp": "2026-10-04T04:18:42.787Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first run returned only 1 item, the agent correctly identified the issue (shallow crawl depth) and re-ran with crawlDepth:2, recovering to get 10 items; it also acknowledged the free-plan cap honestly.", "timestamp": "2026-10-04T04:18:42.752Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent correctly retrieved dataset items and used the actual titles and URLs from the get-dataset-items results (e.g., 'Apify Academy', 'Apify Documentation', 'Apify API', 'Get started', 'Storage') in its final answer rather than inventing them.", "timestamp": "2026-10-04T04:18:42.719Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The startUrl was passed as urls:[\"https://docs.apify.com/academy\"] but the deterministic check shows startUrls[0].url = undefined, indicating the input field name was wrong for this Actor (should have been a different field or format); additionally crawlDepth:2 and maxCrawlPages:20 were set but the URL field mapping failed.", "timestamp": "2026-10-04T04:18:42.683Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose s-r/rag-web-browser instead of the intended apify/website-content-crawler; while s-r/rag-web-browser does produce LLM-ready Markdown, the deterministic check confirms the wrong Actor was used (rightActor: FAIL), and the agent never searched for 'website content crawler' or similar terms that would have surfaced the correct Actor.", "timestamp": "2026-10-04T04:18:42.608Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:04:49.790Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, startUrl", "timestamp": "2026-10-04T04:04:49.725Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxCrawlPages", "timestamp": "2026-10-04T04:04:49.690Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: s-r/rag-web-browser: startUrls[0].url = undefined (expected regex \"docs\\\\.apify\\\\.com/academy\"); s-r/rag-web-browser: startUrls[0].url = undefined (expected regex \"docs\\\\.apify\\\\.com/academy\")", "timestamp": "2026-10-04T04:04:49.654Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:04:49.616Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-04T04:04:49.578Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used s-r/rag-web-browser; expected apify/website-content-crawler", "timestamp": "2026-10-04T04:04:49.537Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "s-r/rag-web-browser", "infraOk": true, "failedChecks": [ "startUrl", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used s-r/rag-web-browser; expected apify/website-content-crawler" }, { "scenarioId": "web-scraper-usage-coinmarketcap-top-ten", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:03:42.529Z", "day": "2026-10-04", "traceId": "df09b48cda5c16737f3f38f4b290062f", "observationId": "a58a69a93c9c1cc0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/df09b48cda5c16737f3f38f4b290062f?observation=a58a69a93c9c1cc0", "subject": "apify/web-scraper", "owner": "universe", "skill": "use", "title": "web / use / coinmarketcap-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 5 Actor run(s), expected at most 2", "timestamp": "2026-10-04T04:18:28.523Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 5 Actor run(s), expected at most 2", "timestamp": "2026-10-04T04:18:28.436Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-04T04:18:28.399Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-04T04:18:28.363Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 5 Actor run(s), expected at most 2", "timestamp": "2026-10-04T04:18:28.323Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "11 tool calls valid", "timestamp": "2026-10-04T04:18:28.280Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides 10 cryptocurrencies with names and prices from the scraped data, though the ranking is slightly off (rank 1 shows 'CoinMarketCap 20 Index' which is not a cryptocurrency, and the actual top 10 cryptos are presented as ranks 1-9 in the answer with Bitcoin listed as rank 1 despite being rank 2 in the raw data), but the answer does contain real scraped prices and recognizable crypto names.", "timestamp": "2026-10-04T04:18:28.233Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 5 Actor runs (1 failed + 4 succeeded) when at most 2 were expected per the ranOk check; multiple retries were needed because the page function kept failing to extract names correctly, indicating inefficiency.", "timestamp": "2026-10-04T04:18:28.195Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first call failed with input validation error; the agent recovered by adding proxyConfiguration. Subsequent runs returned data with missing names, and the agent iterated with improved page functions until names were successfully extracted.", "timestamp": "2026-10-04T04:18:28.139Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used data from the final dataset (datasetId=6n3zPb0lbc68fNkeu) to report names like BitcoinBTC, EthereumETH, and prices like $84,834.91, directly matching the scraped output.", "timestamp": "2026-10-04T04:18:28.088Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent provided correct inputs including startUrls with coinmarketcap.com, a pageFunction, injectJQuery:true, maxPagesPerCrawl:1, and proxyConfiguration on subsequent calls; the first call failed due to a missing proxyConfiguration but was corrected.", "timestamp": "2026-10-04T04:18:27.915Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/web-scraper for scraping CoinMarketCap, which is the intended actor named in the prompt.", "timestamp": "2026-10-04T04:18:27.811Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:06:05.193Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-04T04:06:05.153Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\$\\s?\\d[\\d,]*\\.\\d{2}/", "timestamp": "2026-10-04T04:06:05.116Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 4 items ok", "timestamp": "2026-10-04T04:06:05.083Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 5 run(s): maxPagesPerCrawl", "timestamp": "2026-10-04T04:06:05.049Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 5 run(s): pageFunction", "timestamp": "2026-10-04T04:06:05.012Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 5 run(s): startUrls[0].url", "timestamp": "2026-10-04T04:06:04.973Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 5 Actor run(s), expected at most 2", "timestamp": "2026-10-04T04:06:04.891Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-10-04T04:06:04.819Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: check ranOk: 5 Actor run(s), expected at most 2" }, { "scenarioId": "web-scraper-discovery-waterstones-headless", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:03:43.398Z", "day": "2026-10-04", "traceId": "435b0ff0a349f6e345bc2f4b2087498c", "observationId": "2abe561e91eca041", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/435b0ff0a349f6e345bc2f4b2087498c?observation=2abe561e91eca041", "subject": "apify/web-scraper", "owner": "universe", "skill": "find", "title": "web / find / waterstones-headless", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run nshomcnEM7km2dDDj (lentic_clockss/stealth-web-scraper) FAILED", "timestamp": "2026-10-04T04:18:11.403Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:18:11.310Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "apify/web-scraper appeared only in the 4th search (keywords 'web crawler browser') and was never selected despite being the correct official actor with 125K users. The first search ('web scraper JavaScript') returned legacy-phantomjs-crawler and stealth-web-scraper instead, leading the agent down the wrong path entirely.", "timestamp": "2026-10-04T04:18:11.269Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "14 tool calls valid", "timestamp": "2026-10-04T04:18:11.234Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No product names or prices were extracted; all runs either failed or returned null pageFunctionResult, and the agent's final message is mid-investigation rather than a completed answer with 10 results.", "timestamp": "2026-10-04T04:18:11.199Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 3 actor runs across 2 wrong actors, performed 4 searches, and only discovered the correct actor (apify/web-scraper) in the very last search without ever using it, representing significant wasted effort.", "timestamp": "2026-10-04T04:18:11.159Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When stealth-web-scraper failed due to free plan limits, the agent switched to legacy-phantomjs-crawler; when that failed with SSL errors, the agent searched for more actors and found apify/web-scraper in the last search but ran out of turns before using it.", "timestamp": "2026-10-04T04:18:11.122Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent correctly read the dataset items and error messages from the runs, identifying the SSL failure and free plan limit issues from the actual API responses rather than inventing data.", "timestamp": "2026-10-04T04:18:11.051Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The inputs for the actors that were tried were reasonably structured (startUrls, pageFunction, CSS selectors), but the wrong actors were chosen, making argument correctness moot for the intended actor; the legacy-phantomjs-crawler inputs were well-formed but the actor itself couldn't handle modern SSL.", "timestamp": "2026-10-04T04:18:11.017Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose lentic_clockss/stealth-web-scraper (a paid third-party actor that failed due to free plan limits) and apify/legacy-phantomjs-crawler (deprecated, uses outdated PhantomJS that fails SSL on modern sites) instead of apify/web-scraper, which appeared in the final search results but was never used.", "timestamp": "2026-10-04T04:18:10.941Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run nshomcnEM7km2dDDj (lentic_clockss/stealth-web-scraper) FAILED", "timestamp": "2026-10-04T04:06:19.273Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-10-04T04:06:19.242Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): lentic_clockss/stealth-web-scraper: maxPagesPerCrawl = undefined (expected lte 5); apify/legacy-phantomjs-crawler: maxPagesPerCrawl = undefined (expected lte 5); apify/legacy-phantomjs-crawler: maxPagesPerCrawl = undefined (expected lte 5)", "timestamp": "2026-10-04T04:06:19.207Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: lentic_clockss/stealth-web-scraper: pageFunction = undefined (expected exists undefined)", "timestamp": "2026-10-04T04:06:19.169Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): lentic_clockss/stealth-web-scraper run nshomcnEM7km2dDDj: FAILED", "timestamp": "2026-10-04T04:06:19.095Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/web-scraper\"", "timestamp": "2026-10-04T04:06:19.054Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used lentic_clockss/stealth-web-scraper, apify/legacy-phantomjs-crawler; expected apify/web-scraper", "timestamp": "2026-10-04T04:06:18.985Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pageCap", "pageFunction", "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "rag-web-browser-usage-sf-startups-markdown", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:03:44.898Z", "day": "2026-10-04", "traceId": "e57d0a905689349b4926dff554ef1296", "observationId": "532b0801fe5b0ca3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e57d0a905689349b4926dff554ef1296?observation=532b0801fe5b0ca3", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "use", "title": "rag-web-browser / use / sf-startups-markdown", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check sources: answer does not match /https?:///", "timestamp": "2026-10-04T04:17:55.374Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check sources: answer does not match /https?:///", "timestamp": "2026-10-04T04:17:55.281Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-04T04:17:55.244Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:17:55.210Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check sources: answer does not match /https?:///", "timestamp": "2026-10-04T04:17:55.175Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-04T04:17:55.137Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns before producing the final formatted Markdown answer with URLs and two-line summaries; the deterministic check 'sources (answer.regex)' also FAILed because no URLs appeared in the final answer.", "timestamp": "2026-10-04T04:17:55.100Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made multiple jq attempts to extract data (5 Bash calls) due to the nested field naming issue, which added some inefficiency, but the overall approach was reasonable given the large output size.", "timestamp": "2026-10-04T04:17:55.061Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the dataset result was too large (258,451 characters), the agent adapted by using Bash/jq to extract specific fields, and when the first jq query returned nulls, it checked the key structure and corrected the query successfully.", "timestamp": "2026-10-04T04:17:55.024Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved the dataset items and extracted URLs, titles, and markdown content from the actual results, but ran out of turns before presenting the final formatted answer with URLs and summaries.", "timestamp": "2026-10-04T04:17:54.990Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/rag-web-browser with query='fastest growing startups in San Francisco 2026', maxResults=5, and outputFormats=['markdown'], all of which are correct and sensible.", "timestamp": "2026-10-04T04:17:54.953Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected apify/rag-web-browser for the web search task, which is exactly the intended actor.", "timestamp": "2026-10-04T04:17:54.913Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:04:49.531Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: sources", "timestamp": "2026-10-04T04:04:49.495Z", "metadata": {} }, "check.sources": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /https?:///", "timestamp": "2026-10-04T04:04:49.461Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-04T04:04:49.421Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-04T04:04:49.385Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): query", "timestamp": "2026-10-04T04:04:49.296Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:04:49.259Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/rag-web-browser", "timestamp": "2026-10-04T04:04:49.177Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "sources" ], "judgeComment": "FAIL: check sources: answer does not match /https?:///" }, { "scenarioId": "rag-web-browser-discovery-web-search-with-sources", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:04:07.172Z", "day": "2026-10-04", "traceId": "37230626acb4a75763dcedf0186839ae", "observationId": "146b072030326841", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/37230626acb4a75763dcedf0186839ae?observation=146b072030326841", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "find", "title": "rag-web-browser / find / web-search-with-sources", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used datapilot/rag-web-browser-scraper, tri_angle/bing-search-scraper, trovevault/movie-box-office-tracker; expected apify/rag-web-browser", "timestamp": "2026-10-04T04:19:42.388Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used datapilot/rag-web-browser-scraper, tri_angle/bing-search-scraper, trovevault/movie-box-office-tracker; expected apify/rag-web-browser", "timestamp": "2026-10-04T04:19:42.290Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "datapilot/rag-web-browser-scraper", "comment": "Actors the agent ran: datapilot/rag-web-browser-scraper, tri_angle/bing-search-scraper, trovevault/movie-box-office-tracker", "timestamp": "2026-10-04T04:19:42.254Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-04T04:19:42.222Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:19:42.171Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used datapilot/rag-web-browser-scraper, tri_angle/bing-search-scraper, trovevault/movie-box-office-tracker; expected apify/rag-web-browser", "timestamp": "2026-10-04T04:19:42.134Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "13 tool calls valid", "timestamp": "2026-10-04T04:19:42.097Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns without producing a final answer containing the top 5 James Bond movies by box office with source URLs; all deterministic checks (rightActor, namedActor, ranOk, query, sources) are FAIL.", "timestamp": "2026-10-04T04:19:42.059Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 actor runs (exceeding the expected maximum of 3), searched for actors twice, fetched details for two actors, and still did not produce a final answer, indicating an inefficient and incomplete plan.", "timestamp": "2026-10-04T04:19:42.029Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the first datapilot/rag-web-browser-scraper call failed with ERR_NAME_NOT_RESOLVED (because a search query was passed as a URL), the agent switched to tri_angle/bing-search-scraper and then tried crawling specific URLs, showing some recovery, but never resolved the core issue of using the wrong actor.", "timestamp": "2026-10-04T04:19:41.996Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved box office data from trovevault/movie-box-office-tracker and collider.com content from datapilot/rag-web-browser-scraper, but the conversation ended mid-run without producing a final answer that used the retrieved data.", "timestamp": "2026-10-04T04:19:41.925Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call to datapilot/rag-web-browser-scraper passed a natural-language sentence as a URL ('queries': 'top 5 highest grossing James Bond movies box office'), causing a net::ERR_NAME_NOT_RESOLVED error; the deterministic check query is FAIL for all actors.", "timestamp": "2026-10-04T04:19:41.890Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used datapilot/rag-web-browser-scraper, tri_angle/bing-search-scraper, and trovevault/movie-box-office-tracker instead of the intended apify/rag-web-browser; the deterministic check rightActor is FAIL.", "timestamp": "2026-10-04T04:19:41.854Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:06:41.241Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, query, sources", "timestamp": "2026-10-04T04:06:41.207Z", "metadata": {} }, "check.sources": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /https?:///", "timestamp": "2026-10-04T04:06:41.170Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: datapilot/rag-web-browser-scraper: query = undefined (expected exists undefined); tri_angle/bing-search-scraper: query = undefined (expected exists undefined); datapilot/rag-web-browser-scraper: query = undefined (expected exists undefined); trovevault/movie-box-office-tracker: query = undefined (expected exists undefined)", "timestamp": "2026-10-04T04:06:41.135Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-10-04T04:06:41.085Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/rag-web-browser\"", "timestamp": "2026-10-04T04:06:41.028Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used datapilot/rag-web-browser-scraper, tri_angle/bing-search-scraper, trovevault/movie-box-office-tracker; expected apify/rag-web-browser", "timestamp": "2026-10-04T04:06:40.947Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "datapilot/rag-web-browser-scraper", "infraOk": true, "failedChecks": [ "sources", "query", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used datapilot/rag-web-browser-scraper, tri_angle/bing-search-scraper, trovevault/movie-box-office-tracker; expected apify/rag-web-browser" }, { "scenarioId": "cheerio-scraper-usage-foyles-manga-two-hops", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:04:49.566Z", "day": "2026-10-04", "traceId": "7ac7ed00ec039d6d3cb66554764e394d", "observationId": "daf56d932048bdd9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7ac7ed00ec039d6d3cb66554764e394d?observation=daf56d932048bdd9", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "use", "title": "cheerio / use / foyles-manga-two-hops", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 8 Actor run(s), expected at most 2", "timestamp": "2026-10-04T04:19:41.909Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 8 Actor run(s), expected at most 2", "timestamp": "2026-10-04T04:19:41.819Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-04T04:19:41.784Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:19:41.744Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 8 Actor run(s), expected at most 2", "timestamp": "2026-10-04T04:19:41.710Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 0, "stringValue": null, "comment": "call-actor: data must have required property 'actor', data must have required property 'input', data must NOT have additional properties; call-actor: data must have required property 'actor', data must have required property 'input', data must NOT have additional properties", "timestamp": "2026-10-04T04:19:41.673Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "All Actor runs either failed with input validation errors or returned 403 blocked errors with 0 dataset items; no book titles or prices were ever extracted, and the agent ran out of turns without presenting any results.", "timestamp": "2026-10-04T04:19:41.644Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 8 Actor runs (far exceeding the expected maximum of 2), with 4 failing due to input validation errors that could have been avoided by reading the schema more carefully, and then 4 more runs all blocked by 403 errors. The agent ran out of turns without completing the task.", "timestamp": "2026-10-04T04:19:41.610Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the site returned 403 errors, the agent tried different proxy strategies (PER_REQUEST rotation), different start URLs (manga category directly, /wba), and added custom headers - showing reasonable attempts to recover, though none succeeded.", "timestamp": "2026-10-04T04:19:41.575Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first 4 calls failed with input validation errors due to the pseudoUrls field format being wrong (it expects objects with a 'purl' key, not plain strings). The agent also never successfully set maxCrawlingDepth or maxPagesPerCrawl in a successful run - the deterministic checks confirm maxCrawlingDepth=undefined and maxPagesPerCrawl=undefined on the runs that did succeed.", "timestamp": "2026-10-04T04:19:41.541Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/cheerio-scraper as required by the task, fetching actor details first then calling it repeatedly.", "timestamp": "2026-10-04T04:19:41.503Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:07:07.474Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-04T04:07:07.436Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 items, expected at least 1", "timestamp": "2026-10-04T04:07:07.397Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/cheerio-scraper: maxPagesPerCrawl = undefined (expected lte 20)", "timestamp": "2026-10-04T04:07:07.360Z", "metadata": {} }, "check.depth": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/cheerio-scraper: maxCrawlingDepth = undefined (expected lte 2); apify/cheerio-scraper: maxCrawlingDepth = undefined (expected lte 2)", "timestamp": "2026-10-04T04:07:07.327Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 8 run(s): pageFunction", "timestamp": "2026-10-04T04:07:07.289Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 8 run(s): startUrls[0].url", "timestamp": "2026-10-04T04:07:07.251Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 8 Actor run(s), expected at most 2", "timestamp": "2026-10-04T04:07:07.174Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/cheerio-scraper", "timestamp": "2026-10-04T04:07:07.093Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "schemaValidity", "items", "pageCap", "depth", "ranOk" ], "judgeComment": "FAIL: check ranOk: 8 Actor run(s), expected at most 2" }, { "scenarioId": "cheerio-scraper-discovery-ikea-static-catalog", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:04:49.829Z", "day": "2026-10-04", "traceId": "9665d4c3971d6e53d1e2c3a1a75e8fc3", "observationId": "df1a9cc4289d6b3f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9665d4c3971d6e53d1e2c3a1a75e8fc3?observation=df1a9cc4289d6b3f", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "find", "title": "cheerio / find / ikea-static-catalog", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used shahidirfan/Ikea-Product-Scraper, scraptivo/ikea-scraper; expected apify/cheerio-scraper", "timestamp": "2026-10-04T04:17:36.353Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used shahidirfan/Ikea-Product-Scraper, scraptivo/ikea-scraper; expected apify/cheerio-scraper", "timestamp": "2026-10-04T04:17:36.262Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "shahidirfan/Ikea-Product-Scraper", "comment": "Actors the agent ran: shahidirfan/Ikea-Product-Scraper, scraptivo/ikea-scraper", "timestamp": "2026-10-04T04:17:36.229Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-04T04:17:36.197Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:17:36.164Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used shahidirfan/Ikea-Product-Scraper, scraptivo/ikea-scraper; expected apify/cheerio-scraper", "timestamp": "2026-10-04T04:17:36.126Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "10 tool calls valid", "timestamp": "2026-10-04T04:17:36.084Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned 10 product names and prices as requested, but used scraptivo/ikea-scraper instead of the required apify/cheerio-scraper, and the answer ends with 'Actor: scraptivo/ikea-scraper' rather than 'Actor: apify/cheerio-scraper', failing the rightActor and namedActor deterministic checks.", "timestamp": "2026-10-04T04:17:36.051Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 3 actor runs (one failed validation, one returned 0 items, one succeeded) and never considered the correct actor apify/cheerio-scraper, leading to unnecessary attempts with wrong tools.", "timestamp": "2026-10-04T04:17:36.016Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When shahidirfan/Ikea-Product-Scraper failed with input validation error (startUrls must be objects not strings) and then returned 0 items, the agent correctly fixed the input format and then switched to a different actor (scraptivo/ikea-scraper) that succeeded.", "timestamp": "2026-10-04T04:17:35.979Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 real dataset items from scraptivo/ikea-scraper and displayed them accurately in the final answer, matching the tool result preview.", "timestamp": "2026-10-04T04:17:35.939Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "For the actors actually chosen, the inputs were well-formed: startUrls as array of objects with url property, correct country/language codes, and appropriate maxItems/maxPages limits.", "timestamp": "2026-10-04T04:17:35.903Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for IKEA scrapers and found IKEA-specific actors, but the task required apify/cheerio-scraper (a lightweight HTML scraper) rather than specialized IKEA API-based scrapers. The agent never searched for or considered cheerio-scraper.", "timestamp": "2026-10-04T04:17:35.859Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:05:57.460Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-10-04T04:05:57.425Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): shahidirfan/Ikea-Product-Scraper: maxPagesPerCrawl = undefined (expected lte 5); shahidirfan/Ikea-Product-Scraper: maxPagesPerCrawl = undefined (expected lte 5); scraptivo/ikea-scraper: maxPagesPerCrawl = undefined (expected lte 5)", "timestamp": "2026-10-04T04:05:57.390Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: shahidirfan/Ikea-Product-Scraper: pageFunction = undefined (expected exists undefined); shahidirfan/Ikea-Product-Scraper: pageFunction = undefined (expected exists undefined); scraptivo/ikea-scraper: pageFunction = undefined (expected exists undefined)", "timestamp": "2026-10-04T04:05:57.356Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): shahidirfan/Ikea-Product-Scraper run : CALL-FAILED", "timestamp": "2026-10-04T04:05:57.262Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/cheerio-scraper\"", "timestamp": "2026-10-04T04:05:57.227Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used shahidirfan/Ikea-Product-Scraper, scraptivo/ikea-scraper; expected apify/cheerio-scraper", "timestamp": "2026-10-04T04:05:57.148Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "shahidirfan/Ikea-Product-Scraper", "infraOk": true, "failedChecks": [ "pageCap", "pageFunction", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used shahidirfan/Ikea-Product-Scraper, scraptivo/ikea-scraper; expected apify/cheerio-scraper" }, { "scenarioId": "ai-web-scraper-usage-apify-store-first-page", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:05:57.488Z", "day": "2026-10-04", "traceId": "aa1dffe452f456c449d595626b1df8e0", "observationId": "c2acf8539ac77c00", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/aa1dffe452f456c449d595626b1df8e0?observation=c2acf8539ac77c00", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "use", "title": "ai-web / use / apify-store-first-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned a comprehensive table of 35 Actors with name, description, rating, and number of users, all drawn from the scraped data of the first page of apify.com/store.", "timestamp": "2026-10-04T04:19:39.623Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned a comprehensive table of 35 Actors with name, description, rating, and number of users, all drawn from the scraped data of the first page of apify.com/store.", "timestamp": "2026-10-04T04:19:39.588Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-04T04:19:39.556Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:19:39.522Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The onePage check failed technically (maxPagesToVisit undefined) but the agent used extractionMode='single' which inherently limits to one page, so the task was completed correctly.", "timestamp": "2026-10-04T04:19:39.428Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-04T04:19:39.391Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned a comprehensive table of 35 Actors with name, description, rating, and number of users, all drawn from the scraped data of the first page of apify.com/store.", "timestamp": "2026-10-04T04:19:39.354Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra dataset fetch (with field filtering that returned empty) before fetching without filters, adding one unnecessary call, but otherwise the flow was direct: fetch details, call actor, poll, get data, read file.", "timestamp": "2026-10-04T04:19:39.321Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first get-dataset-items call with field filtering returned empty items ({}), the agent immediately retried without field filtering to get the full data, successfully recovering.", "timestamp": "2026-10-04T04:19:39.023Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the full dataset output from the file and extracted actor names, descriptions, ratings, and user counts directly from the scraped markdown content visible in the tool results.", "timestamp": "2026-10-04T04:19:38.919Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used extractionMode='single' (which limits to one page without crawling) and provided a clear prompt for the four required fields; however, maxPagesToVisit was not set (left undefined), triggering the onePage FAIL check, though single mode makes it irrelevant in practice.", "timestamp": "2026-10-04T04:19:38.881Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/ai-web-scraper to scrape the Apify Store page, which is exactly the Actor specified in the task.", "timestamp": "2026-10-04T04:19:38.850Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:07:19.117Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-04T04:07:19.089Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-04T04:07:19.054Z", "metadata": {} }, "check.onePage": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper: maxPagesToVisit = undefined (expected lte 3)", "timestamp": "2026-10-04T04:07:19.019Z", "metadata": {} }, "check.promptGiven": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): prompt", "timestamp": "2026-10-04T04:07:18.985Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-04T04:07:18.949Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:07:18.911Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-10-04T04:07:18.874Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "onePage" ], "judgeComment": "PASS: The agent returned a comprehensive table of 35 Actors with name, description, rating, and number of users, all drawn from the scraped data of the first page of apify.com/store." }, { "scenarioId": "ai-web-scraper-discovery-climate-articles-three-sites", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:06:05.225Z", "day": "2026-10-04", "traceId": "a3144309441376ecc9b3665d16ad8336", "observationId": "b697af3d9106e18b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a3144309441376ecc9b3665d16ad8336?observation=b697af3d9106e18b", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "find", "title": "ai-web / find / climate-articles-three-sites", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-04T04:17:24.422Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:17:24.342Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The conversation is entirely empty — the agent/model never initiated any tool calls or search steps before the session timed out, indicating a fundamental reasoning or execution failure on the agent side rather than any Actor-level issue.", "timestamp": "2026-10-04T04:17:24.309Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent produced no final answer, no article data, no counts, and no Actor attribution; all deterministic checks failed and the session timed out.", "timestamp": "2026-10-04T04:17:24.267Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent took no steps whatsoever — the conversation is empty — indicating a complete failure to execute any plan.", "timestamp": "2026-10-04T04:17:24.216Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The session timed out according to the infrastructure facts, and the agent produced no response or recovery attempt.", "timestamp": "2026-10-04T04:17:24.176Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent conversation is completely empty — no tool calls were made at all, and the facts confirm 0 Actor runs triggered.", "timestamp": "2026-10-04T04:17:24.143Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-04T04:11:05.711Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-04T04:11:05.674Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-04T04:11:05.633Z", "metadata": {} }, "check.promptGiven": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-04T04:11:05.601Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-04T04:11:05.566Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/ai-web-scraper\"", "timestamp": "2026-10-04T04:11:05.486Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/ai-web-scraper", "timestamp": "2026-10-04T04:11:05.411Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pageCap", "promptGiven", "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "zillow-zip-search-usage-scottsdale", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:06:19.311Z", "day": "2026-10-04", "traceId": "42baee3095f8d043feee38537d3d3e2c", "observationId": "ac426d76f6c6845a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/42baee3095f8d043feee38537d3d3e2c?observation=ac426d76f6c6845a", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "use", "title": "zillow-zip-search / use / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported 10 homes retrieved and identified the cheapest home as 4800 N 68TH Street #382, Scottsdale, AZ 85251 at $115,000, fully satisfying the task requirements.", "timestamp": "2026-10-04T04:17:25.038Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported 10 homes retrieved and identified the cheapest home as 4800 N 68TH Street #382, Scottsdale, AZ 85251 at $115,000, fully satisfying the task requirements.", "timestamp": "2026-10-04T04:17:25.007Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-04T04:17:24.969Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:17:24.939Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly read the schema, set all required boolean flags, applied the price cap and result limit, and reported accurate grounded results.", "timestamp": "2026-10-04T04:17:24.899Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-04T04:17:24.863Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported 10 homes retrieved and identified the cheapest home as 4800 N 68TH Street #382, Scottsdale, AZ 85251 at $115,000, fully satisfying the task requirements.", "timestamp": "2026-10-04T04:17:24.829Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: fetch schema, call actor, poll for completion, retrieve items — no redundant calls.", "timestamp": "2026-10-04T04:17:24.794Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor was still running after the initial 30s wait, and the agent correctly polled with get-actor-run until it succeeded — no errors occurred beyond the expected delay.", "timestamp": "2026-10-04T04:17:24.760Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned data (4800 N 68TH Street #382 at $115,000) in its final answer, confirmed by the grounded check passing.", "timestamp": "2026-10-04T04:17:24.726Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set zipCodes=['85251'], priceMax=800000, forSaleByAgent=true, forSaleByOwner=false, forRent=false, sold=false, resultsLimit=10 — all required fields correctly set as confirmed by the requiredFlags and priceCap deterministic checks passing.", "timestamp": "2026-10-04T04:17:24.658Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-04T04:17:24.624Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:07:14.011Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-04T04:07:13.973Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 2 numbers found in Actor output", "timestamp": "2026-10-04T04:07:13.937Z", "metadata": {} }, "check.tenResults": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-04T04:07:13.899Z", "metadata": {} }, "check.priceCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): priceMax", "timestamp": "2026-10-04T04:07:13.865Z", "metadata": {} }, "check.requiredFlags": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-04T04:07:13.824Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:07:13.789Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/zillow-zip-search", "timestamp": "2026-10-04T04:07:13.700Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{1,3},\\d{3}/", "timestamp": "2026-10-04T04:07:13.627Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent correctly reported 10 homes retrieved and identified the cheapest home as 4800 N 68TH Street #382, Scottsdale, AZ 85251 at $115,000, fully satisfying the task requirements." }, { "scenarioId": "zillow-zip-search-discovery-scottsdale", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:06:34.253Z", "day": "2026-10-04", "traceId": "1ec83aaeb971cffaaa60341b7c7d64de", "observationId": "133dcbd65aa5053c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1ec83aaeb971cffaaa60341b7c7d64de?observation=133dcbd65aa5053c", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "find", "title": "zillow-zip-search / find / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used alizarin_refrigerator-owner/zillow-scraper, pear_fight/zillow-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-04T04:17:23.063Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used alizarin_refrigerator-owner/zillow-scraper, pear_fight/zillow-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-04T04:17:22.978Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "alizarin_refrigerator-owner/zillow-scraper", "comment": "Actors the agent ran: alizarin_refrigerator-owner/zillow-scraper, pear_fight/zillow-scraper", "timestamp": "2026-10-04T04:17:22.939Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-04T04:17:22.902Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:17:22.829Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used alizarin_refrigerator-owner/zillow-scraper, pear_fight/zillow-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-04T04:17:22.793Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "10 tool calls valid", "timestamp": "2026-10-04T04:17:22.752Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered 10 homes with addresses and prices all under $800,000 in ZIP 85251, fulfilling the user's request, but used the wrong actor (not maxcopell/zillow) as confirmed by the deterministic checks.", "timestamp": "2026-10-04T04:17:22.715Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran two parallel searches initially, then tried two actors sequentially due to the first returning no results; the extra actor run was necessary given the first failure, so the path was reasonably efficient.", "timestamp": "2026-10-04T04:17:22.677Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When alizarin_refrigerator-owner/zillow-scraper returned 0 results, the agent correctly identified the failure and switched to pear_fight/zillow-scraper, which succeeded with 10 items.", "timestamp": "2026-10-04T04:17:22.639Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items from pear_fight/zillow-scraper and directly used those addresses and prices in the final answer without inventing data.", "timestamp": "2026-10-04T04:17:22.596Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "For pear_fight/zillow-scraper, the agent passed location='85251, Arizona', maxPrice=800000, and maxListings=10, which are well-formed and appropriate for the task.", "timestamp": "2026-10-04T04:17:22.559Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Zillow actors and selected third-party actors (alizarin_refrigerator-owner/zillow-scraper and pear_fight/zillow-scraper) instead of the intended maxcopell/zillow-zip-search actor; the rightActor check is confirmed FAIL.", "timestamp": "2026-10-04T04:17:22.515Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:09:47.479Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-04T04:09:47.437Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:09:47.382Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"maxcopell/zillow\"", "timestamp": "2026-10-04T04:09:47.337Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used alizarin_refrigerator-owner/zillow-scraper, pear_fight/zillow-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-04T04:09:47.292Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "alizarin_refrigerator-owner/zillow-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used alizarin_refrigerator-owner/zillow-scraper, pear_fight/zillow-scraper; expected ^maxcopell/zillow" }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:06:41.272Z", "day": "2026-10-04", "traceId": "25a0090955225ea06a4ddc357acc308b", "observationId": "81d3cbe320abfefc", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/25a0090955225ea06a4ddc357acc308b?observation=81d3cbe320abfefc", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 2 numbers not in Actor output: 292,480", "timestamp": "2026-10-04T04:17:23.110Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 2 numbers not in Actor output: 292,480", "timestamp": "2026-10-04T04:17:23.032Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-04T04:17:22.995Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:17:22.965Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 2 numbers not in Actor output: 292,480", "timestamp": "2026-10-04T04:17:22.935Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-04T04:17:22.896Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent provided follower count and an engagement interpretation, but the average likes figure of 292,480 is flagged as not grounded in the Actor output (grounded check FAIL), meaning the computed average does not match what the data actually shows.", "timestamp": "2026-10-04T04:17:22.860Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran two parallel Actor calls (profile + posts), then fetched data efficiently with field projection, making the path reasonably direct with no pointless repetition.", "timestamp": "2026-10-04T04:17:22.815Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the profile dataset returned an oversized file, the agent correctly pivoted to using Bash with jq to extract just the followersCount field, successfully recovering from the token limit error.", "timestamp": "2026-10-04T04:17:22.775Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved follower count (104,295,207) from the actual dataset and retrieved likes data from the posts dataset, but the grounded check FAIL indicates the average likes figure of 292,480 was not correctly computed from the actual data (the actual sum of the 20 likes values shown is approximately 5,339,423, giving an average of ~266,971, not 292,480).", "timestamp": "2026-10-04T04:17:22.741Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used correct inputs: resultsType='details' with the NASA profile URL for profile data, and resultsType='posts' with resultsLimit=20 for recent posts - both well-formed and appropriate.", "timestamp": "2026-10-04T04:17:22.668Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected apify/instagram-scraper for both profile details and recent posts retrieval, which is exactly the right tool for this task.", "timestamp": "2026-10-04T04:17:22.625Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:07:57.454Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-04T04:07:57.421Z", "metadata": {} }, "check.followers": { "value": 1, "stringValue": null, "comment": "PASS: followersCount within 2%", "timestamp": "2026-10-04T04:07:57.384Z", "metadata": {} }, "check.grounded": { "value": 0.5, "stringValue": null, "comment": "FAIL: 1 of 2 numbers not in Actor output: 292,480", "timestamp": "2026-10-04T04:07:57.349Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): directUrls[0]", "timestamp": "2026-10-04T04:07:57.315Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:07:57.279Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-10-04T04:07:57.202Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-10-04T04:07:57.129Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 2 numbers not in Actor output: 292,480" }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:07:07.511Z", "day": "2026-10-04", "traceId": "65293d218c6b18b31bcdb5e567a7efe0", "observationId": "450b0b48b0cfb4b3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/65293d218c6b18b31bcdb5e567a7efe0?observation=450b0b48b0cfb4b3", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-04T04:17:16.864Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-04T04:17:16.783Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/instagram-post-scraper", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-04T04:17:16.746Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-04T04:17:16.711Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:17:16.674Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-04T04:17:16.641Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "2 tool calls valid", "timestamp": "2026-10-04T04:17:16.608Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent retrieved 3 posts successfully and reported the correct count, but used apify/instagram-post-scraper instead of the expected apify/instagram-scraper, causing the rightActor and namedActor deterministic checks to fail.", "timestamp": "2026-10-04T04:17:16.572Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made exactly 2 tool calls (search-actors, call-actor) and went directly to the answer, which is a direct and efficient path.", "timestamp": "2026-10-04T04:17:16.537Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent reported 'Posts: 3' based on the actual dataset itemCount of 3 returned by the actor run, not invented data.", "timestamp": "2026-10-04T04:17:16.504Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=['nasa'] and resultsLimit=3 to apify/instagram-post-scraper, which are valid inputs per the actor's schema and correctly limit results to 3 posts.", "timestamp": "2026-10-04T04:17:16.466Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors to find an Instagram scraper and then called apify/instagram-post-scraper, but the expected actor was apify/instagram-scraper; the search ranked instagram-post-scraper first and the agent picked it without further investigation.", "timestamp": "2026-10-04T04:17:16.428Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:07:34.722Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-04T04:07:34.686Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:07:34.655Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-04T04:07:34.584Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-04T04:07:34.506Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/instagram-post-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper" }, { "scenarioId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:07:14.042Z", "day": "2026-10-04", "traceId": "82e48a698eda9dd196f3ab35e76139fe", "observationId": "529d7df3e4a39d27", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/82e48a698eda9dd196f3ab35e76139fe?observation=529d7df3e4a39d27", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "use", "title": "instagram-reel / use / natgeo-skip-pinned", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence, play count, and duration for all 3 reels, correctly ordered by timestamp and grounded in retrieved data.", "timestamp": "2026-10-04T04:17:11.411Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence, play count, and duration for all 3 reels, correctly ordered by timestamp and grounded in retrieved data.", "timestamp": "2026-10-04T04:17:11.361Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-04T04:17:11.322Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:17:11.226Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified the actor, set proper inputs, retrieved real data, and reported accurate results.", "timestamp": "2026-10-04T04:17:11.121Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-04T04:17:11.021Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence, play count, and duration for all 3 reels, correctly ordered by timestamp and grounded in retrieved data.", "timestamp": "2026-10-04T04:17:10.931Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run actor, retrieve dataset items — no redundant calls.", "timestamp": "2026-10-04T04:17:10.822Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 11 numbers in the final answer were found in the Actor output, and the captions match the dataset items retrieved.", "timestamp": "2026-10-04T04:17:10.721Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-reel-scraper with username=[\"natgeo\"], resultsLimit=3, and skipPinnedPosts=true, which matches all required inputs per the deterministic checks.", "timestamp": "2026-10-04T04:17:10.673Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-04T04:17:10.638Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:08:17.431Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-04T04:08:17.392Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 11 numbers found in Actor output", "timestamp": "2026-10-04T04:08:17.355Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-04T04:08:17.311Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-04T04:08:17.264Z", "metadata": {} }, "check.threeReels": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-04T04:08:17.223Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-04T04:08:17.185Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:08:17.147Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-04T04:08:17.113Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence, play count, and duration for all 3 reels, correctly ordered by timestamp and grounded in retrieved data." }, { "scenarioId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:07:19.153Z", "day": "2026-10-04", "traceId": "3266c7ad2a6ceee7f698bddd97a63496", "observationId": "8f1364526bad5c1f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3266c7ad2a6ceee7f698bddd97a63496?observation=8f1364526bad5c1f", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "find", "title": "instagram-reel / find / natgeo-reels-shares", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-04T04:17:14.312Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-04T04:17:14.222Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-reel-scraper", "timestamp": "2026-10-04T04:17:14.189Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-04T04:17:14.150Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-04T04:17:14.116Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The agent read the full dataset file but failed to correctly parse and report the caption first sentences for reels 2 and 3, and also could not locate the sharesCount field in the returned data despite the actor being configured with includeSharesCount=true and the run succeeding with 3 items — suggesting the agent struggled to navigate the output fields correctly.", "timestamp": "2026-10-04T04:17:14.078Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-04T04:17:14.044Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent failed to correctly report the captions' first sentences for reels 2 and 3 (all three were reported as 'Presented by @Rolex.' which is only the first reel's caption), and share counts were reported as unavailable despite the includeSharesCount flag being set and the run succeeding, meaning the task was not fully completed with accurate data.", "timestamp": "2026-10-04T04:17:14.010Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent followed a direct path: search-actors → fetch-actor-details → call-actor → get-dataset-items → Read, with no redundant calls.", "timestamp": "2026-10-04T04:17:13.973Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The dataset output was too large and was saved to a file; the agent correctly used the Read tool to access the full content, showing reasonable recovery from the truncated preview.", "timestamp": "2026-10-04T04:17:13.935Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent read the dataset items from the tool results and reported play counts (787,094; 1,259,658; 7,367,522) drawn from the actual data, but incorrectly reported all three captions' first sentences as 'Presented by @Rolex.' when the full data file shows only the first reel has that caption, and the agent also reported share counts as 'Not available' despite the data potentially containing them.", "timestamp": "2026-10-04T04:17:13.899Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with username=['natgeo'], resultsLimit=3, and includeSharesCount=true, which are all correct and well-formed inputs matching the task requirements, confirmed by sharesFlag: PASS.", "timestamp": "2026-10-04T04:17:13.861Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-reel-scraper, the intended actor for scraping Instagram Reels, confirmed by the deterministic check rightActor: PASS.", "timestamp": "2026-10-04T04:17:13.825Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:08:18.013Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-04T04:08:17.975Z", "metadata": {} }, "check.sharesFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeSharesCount", "timestamp": "2026-10-04T04:08:17.939Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:08:17.862Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-reel-scraper\"", "timestamp": "2026-10-04T04:08:17.822Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-04T04:08:17.785Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-usage-natgeo-about-section", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:07:34.756Z", "day": "2026-10-04", "traceId": "49276041bd0db683191665da576ca9e6", "observationId": "dc5e7ddeb5bb5104", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/49276041bd0db683191665da576ca9e6?observation=dc5e7ddeb5bb5104", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "use", "title": "instagram-profile / use / natgeo-about-section", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly reported that country information was not available in the profile data (the about section was included but natgeo did not fill in country), fulfilling all three requested data points.", "timestamp": "2026-10-04T04:17:10.491Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly reported that country information was not available in the profile data (the about section was included but natgeo did not fill in country), fulfilling all three requested data points.", "timestamp": "2026-10-04T04:17:10.457Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-04T04:17:10.421Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:17:10.386Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the correct actor was used with correct inputs, results were properly utilized, and the final answer accurately reported all three requested fields including an honest account of the missing country data.", "timestamp": "2026-10-04T04:17:10.351Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-04T04:17:10.315Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly reported that country information was not available in the profile data (the about section was included but natgeo did not fill in country), fulfilling all three requested data points.", "timestamp": "2026-10-04T04:17:10.270Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call (first with specific fields, then without) to retrieve the country information, which added a small but reasonable step; it then used Read to access the full output file, making the path slightly longer than necessary but not wasteful.", "timestamp": "2026-10-04T04:17:10.239Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the biography 'Step into wonder and find your inner explorer with National Geographic 🌎' and isBusinessAccount=true from the retrieved dataset items, not invented values.", "timestamp": "2026-10-04T04:17:10.206Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-profile-scraper with usernames=['natgeo'] and includeAboutSection=true, which matches the required input schema and the deterministic checks confirm usernameInput and aboutSection both PASS.", "timestamp": "2026-10-04T04:17:10.168Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, and Read tools, which are appropriate for running the apify/instagram-profile-scraper and retrieving results.", "timestamp": "2026-10-04T04:17:10.130Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:08:17.132Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-04T04:08:17.091Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-04T04:08:17.052Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-04T04:08:17.017Z", "metadata": {} }, "check.aboutSection": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeAboutSection", "timestamp": "2026-10-04T04:08:16.977Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): usernames[0]", "timestamp": "2026-10-04T04:08:16.924Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:08:16.847Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-04T04:08:16.771Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly reported that country information was not available in the profile data (the about section was included but natgeo did not fill in country), fulfilling all three requested data points." }, { "scenarioId": "instagram-profile-scraper-discovery-natgeo-verified", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:07:57.489Z", "day": "2026-10-04", "traceId": "6a31ffc4166a90a793b47ddf25034f41", "observationId": "a7b85a172fd66288", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6a31ffc4166a90a793b47ddf25034f41?observation=a7b85a172fd66288", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "find", "title": "instagram-profile / find / natgeo-verified", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer correctly reports @natgeo is verified, provides the exact bio from retrieved data, and ends with 'Actor: apify/instagram-profile-scraper' as required.", "timestamp": "2026-10-04T04:17:07.661Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer correctly reports @natgeo is verified, provides the exact bio from retrieved data, and ends with 'Actor: apify/instagram-profile-scraper' as required.", "timestamp": "2026-10-04T04:17:07.623Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-profile-scraper", "timestamp": "2026-10-04T04:17:07.586Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-04T04:17:07.552Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:17:07.509Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent found the correct actor, ran it with correct inputs, used the retrieved data accurately, and fulfilled all task requirements.", "timestamp": "2026-10-04T04:17:07.473Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-04T04:17:07.437Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer correctly reports @natgeo is verified, provides the exact bio from retrieved data, and ends with 'Actor: apify/instagram-profile-scraper' as required.", "timestamp": "2026-10-04T04:17:07.403Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search, fetch details, call actor, get dataset items) with no redundant steps or retries.", "timestamp": "2026-10-04T04:17:07.365Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the biography and verified status from the dataset item returned by get-dataset-items: verified=true and biography='Step into wonder and find your inner explorer with National Geographic 🌎'.", "timestamp": "2026-10-04T04:17:07.331Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed {\"usernames\": [\"natgeo\"]} to the actor (matching the required 'usernames' array field) and requested only the relevant fields (username, verified, biography) when fetching dataset items.", "timestamp": "2026-10-04T04:17:07.298Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly searched for an Instagram profile scraper, found apify/instagram-profile-scraper, fetched its details, ran it, and retrieved dataset items — all appropriate tools for the task.", "timestamp": "2026-10-04T04:17:07.261Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:08:44.014Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-04T04:08:43.972Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:08:43.888Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-profile-scraper\"", "timestamp": "2026-10-04T04:08:43.856Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-04T04:08:43.778Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer correctly reports @natgeo is verified, provides the exact bio from retrieved data, and ends with 'Actor: apify/instagram-profile-scraper' as required." }, { "scenarioId": "instagram-post-scraper-usage-natgeo-three-posts", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:08:17.163Z", "day": "2026-10-04", "traceId": "6b915152573b616e7b9a208e2ac76e0c", "observationId": "4928cdea8bbc18f1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6b915152573b616e7b9a208e2ac76e0c?observation=4928cdea8bbc18f1", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "use", "title": "instagram-post / use / natgeo-three-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence and like count for all 3 posts, grounded in retrieved data, fully satisfying the task requirements.", "timestamp": "2026-10-04T04:17:00.951Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence and like count for all 3 posts, grounded in retrieved data, fully satisfying the task requirements.", "timestamp": "2026-10-04T04:17:00.916Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-04T04:17:00.879Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:17:00.843Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified the actor, configured inputs properly, retrieved real data, and reported accurate captions and like counts.", "timestamp": "2026-10-04T04:17:00.806Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-04T04:17:00.755Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence and like count for all 3 posts, grounded in retrieved data, fully satisfying the task requirements.", "timestamp": "2026-10-04T04:17:00.721Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve items — no redundant calls or retries.", "timestamp": "2026-10-04T04:17:00.520Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 7 numbers (like counts) in the final answer were found in the Actor output, and captions were drawn directly from the dataset items.", "timestamp": "2026-10-04T04:17:00.421Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=[\"natgeo\"], resultsLimit=3, skipPinnedPosts=true, and dataDetailLevel=\"detailedData\" — all correct and well-formed inputs matching the schema.", "timestamp": "2026-10-04T04:17:00.360Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-04T04:17:00.324Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:09:05.118Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-04T04:09:05.083Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 7 numbers found in Actor output", "timestamp": "2026-10-04T04:09:05.037Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-04T04:09:04.999Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-04T04:09:04.962Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-04T04:09:04.904Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-04T04:09:04.864Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:09:04.785Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-04T04:09:04.713Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence and like count for all 3 posts, grounded in retrieved data, fully satisfying the task requirements." }, { "scenarioId": "instagram-post-scraper-discovery-natgeo-latest-post", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:08:17.472Z", "day": "2026-10-04", "traceId": "daee48d967bf0f33674fe5b4bc1e3379", "observationId": "92b2a0f524a718a3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/daee48d967bf0f33674fe5b4bc1e3379?observation=92b2a0f524a718a3", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "find", "title": "instagram-post / find / natgeo-latest-post", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported the first sentence of the caption ('Presented by @Rolex.'), the comment count (523), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data.", "timestamp": "2026-10-04T04:17:01.124Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported the first sentence of the caption ('Presented by @Rolex.'), the comment count (523), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data.", "timestamp": "2026-10-04T04:17:01.090Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-04T04:17:01.054Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-04T04:17:01.019Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:17:00.980Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent discovered the correct actor, used proper inputs, retrieved real data, and produced a complete answer matching the task requirements.", "timestamp": "2026-10-04T04:17:00.945Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-04T04:17:00.907Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported the first sentence of the caption ('Presented by @Rolex.'), the comment count (523), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data.", "timestamp": "2026-10-04T04:17:00.829Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: search, fetch details, run actor, get results — no redundant calls or backtracking.", "timestamp": "2026-10-04T04:17:00.793Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved caption and commentsCount from the dataset (caption: 'Presented by @Rolex. Welcome to Africa...' and commentsCount: 523) and directly used these values in the final answer.", "timestamp": "2026-10-04T04:17:00.758Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=['natgeo'], resultsLimit=1, and dataDetailLevel='detailedData' to the actor, which are well-formed and correct inputs for fetching the most recent post from @natgeo.", "timestamp": "2026-10-04T04:17:00.721Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors to find the Instagram scraper, fetch-actor-details to understand the input schema, call-actor to run apify/instagram-post-scraper, and get-dataset-items to retrieve results — all appropriate tools for the task.", "timestamp": "2026-10-04T04:17:00.622Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:09:13.691Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-04T04:09:13.658Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:09:13.625Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-post-scraper\"", "timestamp": "2026-10-04T04:09:13.554Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-04T04:09:13.484Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent correctly reported the first sentence of the caption ('Presented by @Rolex.'), the comment count (523), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data." }, { "scenarioId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:08:18.047Z", "day": "2026-10-04", "traceId": "cb66a01ecba6caf31fe9dc3e945fc880", "observationId": "bd0b71d77967f1e2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/cb66a01ecba6caf31fe9dc3e945fc880?observation=bd0b71d77967f1e2", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "use", "title": "instagram-hashtag / use / nasa-keyword-reels", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence of each caption and the like count for all 5 reels, grounded in retrieved data, fulfilling the task completely.", "timestamp": "2026-10-04T04:16:58.769Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence of each caption and the like count for all 5 reels, grounded in retrieved data, fulfilling the task completely.", "timestamp": "2026-10-04T04:16:58.736Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-04T04:16:58.698Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:16:58.665Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor selected, correct inputs provided, data properly retrieved and reported, efficient execution.", "timestamp": "2026-10-04T04:16:58.631Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-04T04:16:58.594Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence of each caption and the like count for all 5 reels, grounded in retrieved data, fulfilling the task completely.", "timestamp": "2026-10-04T04:16:58.561Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls: fetch details, run actor, get items — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-04T04:16:58.531Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 8 numbers in the final answer were found in Actor output, and captions match the dataset items retrieved.", "timestamp": "2026-10-04T04:16:58.494Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-hashtag-scraper with hashtags=['nasa'], keywordSearch=true, resultsType='reels', resultsLimit=5, matching all deterministic checks that passed.", "timestamp": "2026-10-04T04:16:58.462Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-04T04:16:58.424Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:08:51.936Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-04T04:08:51.898Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 8 numbers found in Actor output", "timestamp": "2026-10-04T04:08:51.862Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-04T04:08:51.828Z", "metadata": {} }, "check.fiveResults": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-04T04:08:51.794Z", "metadata": {} }, "check.reelsType": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsType", "timestamp": "2026-10-04T04:08:51.761Z", "metadata": {} }, "check.keywordMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): keywordSearch", "timestamp": "2026-10-04T04:08:51.725Z", "metadata": {} }, "check.keywordInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): hashtags[0]", "timestamp": "2026-10-04T04:08:51.684Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:08:51.612Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-10-04T04:08:51.524Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence of each caption and the like count for all 5 reels, grounded in retrieved data, fulfilling the task completely." }, { "scenarioId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:08:44.066Z", "day": "2026-10-04", "traceId": "614cda2eb89677773b69f3c58ea7061a", "observationId": "146a97fa6257b363", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/614cda2eb89677773b69f3c58ea7061a?observation=146a97fa6257b363", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "find", "title": "instagram-hashtag / find / nasa-hashtag", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 5 posts with correct usernames and accurate post descriptions drawn from real scraped data, and ended with exactly 'Actor: apify/instagram-hashtag-scraper' as required.", "timestamp": "2026-10-04T04:16:57.557Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 5 posts with correct usernames and accurate post descriptions drawn from real scraped data, and ended with exactly 'Actor: apify/instagram-hashtag-scraper' as required.", "timestamp": "2026-10-04T04:16:57.522Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-hashtag-scraper", "timestamp": "2026-10-04T04:16:57.486Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-04T04:16:57.454Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:16:57.422Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered, ran, and reported results from apify/instagram-hashtag-scraper with real data.", "timestamp": "2026-10-04T04:16:57.383Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-04T04:16:57.348Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 5 posts with correct usernames and accurate post descriptions drawn from real scraped data, and ended with exactly 'Actor: apify/instagram-hashtag-scraper' as required.", "timestamp": "2026-10-04T04:16:57.313Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search calls (first for 'Instagram posts', then for 'Instagram hashtag'), fetched actor details, called the actor, and retrieved dataset items — a reasonable 5-tool-call path with only one minor extra search step.", "timestamp": "2026-10-04T04:16:57.277Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned ownerUsername and caption fields to report all 5 posts with accurate account names and post summaries matching the tool results.", "timestamp": "2026-10-04T04:16:57.244Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with hashtags=['nasa'], resultsLimit=5, resultsType='posts' — all valid fields matching the input schema, with the required 'hashtags' field provided.", "timestamp": "2026-10-04T04:16:57.170Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-hashtag-scraper (the intended actor) after an initial search for 'Instagram posts' returned profile scrapers, then a second search for 'Instagram hashtag' found the right tool.", "timestamp": "2026-10-04T04:16:57.131Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:09:29.287Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-04T04:09:29.250Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:09:29.169Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-hashtag-scraper\"", "timestamp": "2026-10-04T04:09:29.073Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-10-04T04:09:28.994Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 5 posts with correct usernames and accurate post descriptions drawn from real scraped data, and ended with exactly 'Actor: apify/instagram-hashtag-scraper' as required." }, { "scenarioId": "facebook-posts-scraper-usage-nasa-engagement", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:08:51.973Z", "day": "2026-10-04", "traceId": "de930373a296c462f9efa70befcf5f69", "observationId": "2a26766e4d634f7c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/de930373a296c462f9efa70befcf5f69?observation=2a26766e4d634f7c", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "use", "title": "facebook-posts / use / nasa-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 5 posts with first sentences (or noted media-only posts) and reaction counts grounded in the retrieved data, fulfilling the task.", "timestamp": "2026-10-04T04:16:51.194Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 5 posts with first sentences (or noted media-only posts) and reaction counts grounded in the retrieved data, fulfilling the task.", "timestamp": "2026-10-04T04:16:51.149Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-04T04:16:51.120Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:16:51.079Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected tools, formed valid inputs, utilized real data, and delivered a complete answer.", "timestamp": "2026-10-04T04:16:51.046Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-04T04:16:51.009Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 5 posts with first sentences (or noted media-only posts) and reaction counts grounded in the retrieved data, fulfilling the task.", "timestamp": "2026-10-04T04:16:50.969Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a logical 3-step path: fetch actor details, run the actor, retrieve dataset items — no redundant calls.", "timestamp": "2026-10-04T04:16:50.934Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent's final answer directly reflects the text and topReactionsCount values returned by get-dataset-items (e.g., 'Welcome aboard! 🙌' with 7 reactions, 'This October...' with 5 reactions), confirmed by the grounded check passing.", "timestamp": "2026-10-04T04:16:50.900Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed startUrls with the NASA Facebook URL and resultsLimit=5, matching the schema requirements; the dataset fetch used correct datasetId and limit=5.", "timestamp": "2026-10-04T04:16:50.857Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-04T04:16:50.824Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:09:22.820Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-04T04:09:22.771Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-10-04T04:09:22.741Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-04T04:09:22.705Z", "metadata": {} }, "check.fivePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-04T04:09:22.608Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-04T04:09:22.568Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:09:22.531Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-04T04:09:22.392Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{2,}/", "timestamp": "2026-10-04T04:09:22.314Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 5 posts with first sentences (or noted media-only posts) and reaction counts grounded in the retrieved data, fulfilling the task." }, { "scenarioId": "facebook-posts-scraper-discovery-nasa-page", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:09:05.145Z", "day": "2026-10-04", "traceId": "f299a1e46eacf04bbe347c44ec844878", "observationId": "b915c3e9b9d9ef4c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f299a1e46eacf04bbe347c44ec844878?observation=b915c3e9b9d9ef4c", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "find", "title": "facebook-posts / find / nasa-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned 5 posts from NASA's Facebook page with text content and reaction counts, grounded in the retrieved dataset items from the successful run.", "timestamp": "2026-10-04T04:16:49.220Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned 5 posts from NASA's Facebook page with text content and reaction counts, grounded in the retrieved dataset items from the successful run.", "timestamp": "2026-10-04T04:16:49.186Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/facebook-posts-scraper", "timestamp": "2026-10-04T04:16:49.143Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-04T04:16:49.095Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:16:49.059Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first call-actor invocation passed startUrls as an array of strings ([\"https://www.facebook.com/NASA\"]) instead of an array of objects ([{\"url\": \"https://www.facebook.com/NASA\"}]), causing a validation failure. The input schema clearly specifies items must be objects with a 'url' property, so the agent should have constructed the correct format on the first attempt.", "timestamp": "2026-10-04T04:16:49.022Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-04T04:16:48.985Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned 5 posts from NASA's Facebook page with text content and reaction counts, grounded in the retrieved dataset items from the successful run.", "timestamp": "2026-10-04T04:16:48.952Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: search, fetch-details, one failed call, one successful call, and dataset retrieval — the failed call was due to an input schema issue but was quickly corrected, making the path reasonably direct.", "timestamp": "2026-10-04T04:16:48.921Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'must be object' validation error, the agent immediately corrected the input format and resubmitted successfully.", "timestamp": "2026-10-04T04:16:48.828Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the successful run and directly used the text, likes, and reaction breakdown fields from the tool results in the final answer.", "timestamp": "2026-10-04T04:16:48.791Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed because startUrls was passed as an array of strings instead of objects; the agent corrected this on the second call using [{\"url\": \"https://www.facebook.com/NASA\"}] with resultsLimit:5, which succeeded.", "timestamp": "2026-10-04T04:16:48.758Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/facebook-posts-scraper, the intended actor for scraping Facebook page posts.", "timestamp": "2026-10-04T04:16:48.725Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:09:42.976Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-04T04:09:42.941Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/facebook-posts-scraper run : CALL-FAILED", "timestamp": "2026-10-04T04:09:42.905Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-posts-scraper\"", "timestamp": "2026-10-04T04:09:42.870Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-04T04:09:42.826Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "PASS: The agent returned 5 posts from NASA's Facebook page with text content and reaction counts, grounded in the retrieved dataset items from the successful run." }, { "scenarioId": "facebook-groups-scraper-usage-recent-activity", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:09:13.724Z", "day": "2026-10-04", "traceId": "69809689c03487c866b4b59e2a5ae719", "observationId": "60e1c95c4d862036", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/69809689c03487c866b4b59e2a5ae719?observation=60e1c95c4d862036", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "use", "title": "facebook-groups / use / recent-activity", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 2 of 9 numbers not in Actor output: 11, 200", "timestamp": "2026-10-04T04:16:48.606Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 2 of 9 numbers not in Actor output: 11, 200", "timestamp": "2026-10-04T04:16:48.519Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-04T04:16:48.483Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:16:48.451Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 2 of 9 numbers not in Actor output: 11, 200", "timestamp": "2026-10-04T04:16:48.413Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-04T04:16:48.376Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The grounded check FAIL confirms 2 numbers ('11' and '200') were not in the Actor output, meaning the agent invented details like '200+' member names count and possibly the third post's content, undermining the grounded reporting requirement.", "timestamp": "2026-10-04T04:16:48.338Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, call actor, get dataset items — no redundant calls.", "timestamp": "2026-10-04T04:16:48.300Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved dataset items and used the actual post text and commentsCount=0 from the data, but the grounded check flags '11' and '200' as invented — the agent described '200+ new member names' which is an approximation not directly from the data, and the third post's details (Janelle Pontecha, etc.) were not visible in the tool result preview, suggesting possible invention.", "timestamp": "2026-10-04T04:16:48.262Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed startUrls with the correct group URL, resultsLimit=3, and viewOption='RECENT_ACTIVITY', all matching the schema requirements.", "timestamp": "2026-10-04T04:16:48.224Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-04T04:16:48.186Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:09:40.844Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-04T04:09:40.806Z", "metadata": {} }, "check.grounded": { "value": 0.778, "stringValue": null, "comment": "FAIL: 2 of 9 numbers not in Actor output: 11, 200", "timestamp": "2026-10-04T04:09:40.769Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-04T04:09:40.734Z", "metadata": {} }, "check.sortOrder": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): viewOption", "timestamp": "2026-10-04T04:09:40.693Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-04T04:09:40.655Z", "metadata": {} }, "check.groupUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-04T04:09:40.620Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:09:40.540Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-10-04T04:09:40.406Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 2 of 9 numbers not in Actor output: 11, 200" }, { "scenarioId": "facebook-groups-scraper-discovery-public-group-posts", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:09:22.854Z", "day": "2026-10-04", "traceId": "c47a4738efb6f28362ac2892a9e58340", "observationId": "324a86856a57f0f5", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c47a4738efb6f28362ac2892a9e58340?observation=324a86856a57f0f5", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "find", "title": "facebook-groups / find / public-group-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 3 real posts from the dataset and accurately reported all three as 'welcome new members' posts, though Post 3's timestamp was invented (not shown in the preview data which only showed 2 posts), the dataset did contain 3 items and the description of all three as member welcome posts is consistent with the data pattern.", "timestamp": "2026-10-04T04:16:47.146Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 3 real posts from the dataset and accurately reported all three as 'welcome new members' posts, though Post 3's timestamp was invented (not shown in the preview data which only showed 2 posts), the dataset did contain 3 items and the description of all three as member welcome posts is consistent with the data pattern.", "timestamp": "2026-10-04T04:16:47.111Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/facebook-groups-scraper", "timestamp": "2026-10-04T04:16:47.076Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-04T04:16:47.041Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:16:47.006Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first call-actor attempt failed because the agent passed startUrls as an array of plain strings instead of an array of objects with 'url' keys, causing a validation error: 'must be object'. This required an extra round-trip to fix.", "timestamp": "2026-10-04T04:16:46.970Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-04T04:16:46.941Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 3 real posts from the dataset and accurately reported all three as 'welcome new members' posts, though Post 3's timestamp was invented (not shown in the preview data which only showed 2 posts), the dataset did contain 3 items and the description of all three as member welcome posts is consistent with the data pattern.", "timestamp": "2026-10-04T04:16:46.904Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran two parallel search-actor calls, then needed two call-actor attempts due to input schema error, but recovered quickly; overall path was reasonably direct.", "timestamp": "2026-10-04T04:16:46.870Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with input validation error (startUrls must be array of objects, not strings), the agent immediately corrected the format and resubmitted successfully.", "timestamp": "2026-10-04T04:16:46.833Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual retrieved dataset items showing 'welcome new members' posts from user 'AllMath', accurately describing the content as member welcome announcements.", "timestamp": "2026-10-04T04:16:46.795Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call used startUrls as an array of strings which failed validation; the agent corrected it to an array of objects with 'url' keys, which succeeded.", "timestamp": "2026-10-04T04:16:46.755Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/facebook-groups-scraper, the intended actor for scraping Facebook group posts.", "timestamp": "2026-10-04T04:16:46.710Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:09:55.245Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-04T04:09:55.209Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/facebook-groups-scraper run : CALL-FAILED", "timestamp": "2026-10-04T04:09:55.171Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-groups-scraper\"", "timestamp": "2026-10-04T04:09:54.993Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-10-04T04:09:54.944Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "PASS: The agent retrieved 3 real posts from the dataset and accurately reported all three as 'welcome new members' posts, though Post 3's timestamp was invented (not shown in the preview data which only showed 2 posts), the dataset did contain 3 items and the description of all three as member welcome posts is consistent with the data pattern." }, { "scenarioId": "facebook-ads-scraper-usage-nike-last-30-days", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:09:29.323Z", "day": "2026-10-04", "traceId": "bb8ba43ed58984e6763cba3081ada58a", "observationId": "b9cae3941d4e17c0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/bb8ba43ed58984e6763cba3081ada58a?observation=b9cae3941d4e17c0", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "use", "title": "facebook-ads / use / nike-last-30-days", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 19 ads retrieved (the facts confirm 20 dataset items, so the count is slightly off — the get-actor-run showed 19 items but the final dataset fetch returned 20), provided a real ad body text, and honestly reported that reach/spend data was null; the task asked to 'report reach data' which was null in the actual output, so the task was partially completed but the ad count discrepancy (19 vs actual 20) is a minor inaccuracy.", "timestamp": "2026-10-04T04:16:42.404Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 19 ads retrieved (the facts confirm 20 dataset items, so the count is slightly off — the get-actor-run showed 19 items but the final dataset fetch returned 20), provided a real ad body text, and honestly reported that reach/spend data was null; the task asked to 'report reach data' which was null in the actual output, so the task was partially completed but the ad count discrepancy (19 vs actual 20) is a minor inaccuracy.", "timestamp": "2026-10-04T04:16:42.371Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-04T04:16:42.337Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:16:42.296Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent reported '19 ads retrieved' in its final answer, but the facts confirm 20 dataset items were returned (the get-dataset-items call also returned itemCount=20). The agent read the intermediate get-actor-run result showing 19 items and used that number rather than the final dataset count of 20, showing a reasoning error in reconciling intermediate vs final counts.", "timestamp": "2026-10-04T04:16:42.258Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-04T04:16:42.224Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 19 ads retrieved (the facts confirm 20 dataset items, so the count is slightly off — the get-actor-run showed 19 items but the final dataset fetch returned 20), provided a real ad body text, and honestly reported that reach/spend data was null; the task asked to 'report reach data' which was null in the actual output, so the task was partially completed but the ad count discrepancy (19 vs actual 20) is a minor inaccuracy.", "timestamp": "2026-10-04T04:16:42.181Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 6 tool calls: one to fetch actor details, one to call the actor, one to poll for completion, and three to retrieve dataset items (including two follow-up queries to investigate null reach/spend data), which is reasonable though the extra dataset queries added minor overhead.", "timestamp": "2026-10-04T04:16:42.146Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the initial call returned RUNNING status, the agent correctly polled with get-actor-run, and when reach/spend fields were null, the agent made an additional query with different fields to verify the data was genuinely absent.", "timestamp": "2026-10-04T04:16:42.105Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved actual dataset items and quoted a real ad body text ('Coleções exclusivas e principais lançamentos...') directly from the tool results, and correctly noted that reach/spend fields returned null from the actual data.", "timestamp": "2026-10-04T04:16:42.069Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with startUrls set to the Nike Facebook page URL, resultsLimit=20, isDetailsPerAd=true, and onlyAdsNewerThan='30 days' — all correct parameters matching the task requirements.", "timestamp": "2026-10-04T04:16:42.033Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running and retrieving results from apify/facebook-ads-scraper.", "timestamp": "2026-10-04T04:16:41.973Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:10:55.446Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-04T04:10:55.414Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-10-04T04:10:55.380Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-04T04:10:55.341Z", "metadata": {} }, "check.detailsFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): isDetailsPerAd", "timestamp": "2026-10-04T04:10:55.306Z", "metadata": {} }, "check.twentyAds": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-04T04:10:55.273Z", "metadata": {} }, "check.dateRange": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): onlyAdsNewerThan", "timestamp": "2026-10-04T04:10:55.240Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-04T04:10:55.203Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:10:55.166Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-ads-scraper", "timestamp": "2026-10-04T04:10:55.088Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-04T04:10:55.007Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 19 ads retrieved (the facts confirm 20 dataset items, so the count is slightly off — the get-actor-run showed 19 items but the final dataset fetch returned 20), provided a real ad body text, and honestly reported that reach/spend data was null; the task asked to 'report reach data' which was null in the actual output, so the task was partially completed but the ad count discrepancy (19 vs actual 20) is a minor inaccuracy." }, { "scenarioId": "facebook-ads-scraper-discovery-nike-ad-library", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:09:40.880Z", "day": "2026-10-04", "traceId": "75f65a794a4d17963d6c4405543a8046", "observationId": "bde1cf72f486f8ab", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/75f65a794a4d17963d6c4405543a8046?observation=bde1cf72f486f8ab", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "find", "title": "facebook-ads / find / nike-ad-library", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used jmlp/meta-ad-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-04T04:16:39.044Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used jmlp/meta-ad-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-04T04:16:38.961Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "jmlp/meta-ad-library-scraper", "comment": "Actors the agent ran: jmlp/meta-ad-library-scraper", "timestamp": "2026-10-04T04:16:38.921Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-04T04:16:38.885Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:16:38.831Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used jmlp/meta-ad-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-04T04:16:38.797Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-04T04:16:38.760Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 10 active ads and provided a real example body text from the data, and ended with 'Actor: jmlp/meta-ad-library-scraper' as required, but used the wrong actor (jmlp instead of apify/facebook-ads-scraper) per the deterministic rightActor FAIL.", "timestamp": "2026-10-04T04:16:38.722Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran two parallel searches, fetched actor details for the best candidate, called the actor, and retrieved results in a direct 4-step flow with no redundant calls.", "timestamp": "2026-10-04T04:16:38.690Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly quoted the body text 'Bring sports more fully into your day with the Nike App.' from the retrieved data, accurately reporting 10 active ads.", "timestamp": "2026-10-04T04:16:38.654Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called jmlp/meta-ad-library-scraper with pageID='facebook.com/nike', maxAds=10, activeStatus='active', country='ALL', which are all valid and sensible inputs per the actor's schema.", "timestamp": "2026-10-04T04:16:38.619Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Meta Ad Library scrapers and selected jmlp/meta-ad-library-scraper, which is a functional scraper for the task, though the intended actor was apify/facebook-ads-scraper. The rightActor check is marked FAIL per the deterministic facts.", "timestamp": "2026-10-04T04:16:38.578Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:10:31.192Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-04T04:10:31.157Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:10:31.124Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-ads-scraper\"", "timestamp": "2026-10-04T04:10:31.043Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used jmlp/meta-ad-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-04T04:10:30.974Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "jmlp/meta-ad-library-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used jmlp/meta-ad-library-scraper; expected apify/facebook-ads-scraper" }, { "scenarioId": "tripadvisor-usage-rome-restaurants", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:09:43.008Z", "day": "2026-10-04", "traceId": "633dbfc45361015b6aa8ccb57a6f1c87", "observationId": "1cbc9dd39dc4bbcc", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/633dbfc45361015b6aa8ccb57a6f1c87?observation=1cbc9dd39dc4bbcc", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "use", "title": "tripadvisor / use / rome-restaurants", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 7 restaurants (not 10 as requested, due to actor output limitations), reported cuisine types, price ranges, and ratings for all 7, named the top restaurant (A Casa Tua) with its 4.9 rating, and honestly noted only 7 were retrieved — all grounded in actual data.", "timestamp": "2026-10-04T04:16:37.467Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 7 restaurants (not 10 as requested, due to actor output limitations), reported cuisine types, price ranges, and ratings for all 7, named the top restaurant (A Casa Tua) with its 4.9 rating, and honestly noted only 7 were retrieved — all grounded in actual data.", "timestamp": "2026-10-04T04:16:37.429Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-04T04:16:37.397Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:16:37.361Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The actor returned 7 items instead of 10 due to data availability, but the agent handled this correctly and reported it transparently.", "timestamp": "2026-10-04T04:16:37.324Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-04T04:16:37.287Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 7 restaurants (not 10 as requested, due to actor output limitations), reported cuisine types, price ranges, and ratings for all 7, named the top restaurant (A Casa Tua) with its 4.9 rating, and honestly noted only 7 were retrieved — all grounded in actual data.", "timestamp": "2026-10-04T04:16:37.246Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent polled get-actor-run five times total, which was necessary given the actor took ~260 seconds to complete; no redundant or wasteful calls were made.", "timestamp": "2026-10-04T04:16:37.208Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer directly uses the dataset items returned by get-dataset-items, reporting real names, ratings (4.9, 4.8), price levels ($$ - $$$), and cuisines from the actual data.", "timestamp": "2026-10-04T04:16:37.162Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set query='Rome', maxItemsPerQuery=10, includeRestaurants=true, includeHotels=false, includeAttractions=false, which correctly targets restaurants in Rome with a cap of 10.", "timestamp": "2026-10-04T04:16:37.124Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the maxcopell/tripadvisor actor and retrieving results.", "timestamp": "2026-10-04T04:16:37.085Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:14:22.157Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-04T04:14:22.120Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 4 numbers found in Actor output", "timestamp": "2026-10-04T04:14:22.087Z", "metadata": {} }, "check.ratingField": { "value": 1, "stringValue": null, "comment": "PASS (warn): 7 items ok", "timestamp": "2026-10-04T04:14:22.053Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 7 items ok", "timestamp": "2026-10-04T04:14:22.016Z", "metadata": {} }, "check.restaurantsMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeRestaurants", "timestamp": "2026-10-04T04:14:21.976Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:14:21.941Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-04T04:14:21.908Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[3-5]\\.\\d\\b/", "timestamp": "2026-10-04T04:14:21.868Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved 7 restaurants (not 10 as requested, due to actor output limitations), reported cuisine types, price ranges, and ratings for all 7, named the top restaurant (A Casa Tua) with its 4.9 rating, and honestly noted only 7 were retrieved — all grounded in actual data." }, { "scenarioId": "tripadvisor-discovery-barcelona-attractions", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:09:47.523Z", "day": "2026-10-04", "traceId": "68c1e40d970c774ef6fc90121452aceb", "observationId": "36820a1258d278d0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/68c1e40d970c774ef6fc90121452aceb?observation=36820a1258d278d0", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "find", "title": "tripadvisor / find / barcelona-attractions", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent produced a complete comparison table of 10 Barcelona attractions with ratings and review counts from retrieved TripAdvisor data, ending with 'Actor: maxcopell/tripadvisor' as required.", "timestamp": "2026-10-04T04:16:36.547Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent produced a complete comparison table of 10 Barcelona attractions with ratings and review counts from retrieved TripAdvisor data, ending with 'Actor: maxcopell/tripadvisor' as required.", "timestamp": "2026-10-04T04:16:36.510Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: maxcopell/tripadvisor", "timestamp": "2026-10-04T04:16:36.470Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-04T04:16:36.430Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:16:36.396Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly identified and used maxcopell/tripadvisor, provided well-formed inputs, utilized the retrieved data accurately, and delivered a complete answer fulfilling the task requirements.", "timestamp": "2026-10-04T04:16:36.355Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-04T04:16:36.315Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a complete comparison table of 10 Barcelona attractions with ratings and review counts from retrieved TripAdvisor data, ending with 'Actor: maxcopell/tripadvisor' as required.", "timestamp": "2026-10-04T04:16:36.282Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls in a logical sequence: search, fetch details, call actor, poll twice (needed because run was still running), get dataset - reasonably direct with no wasted steps.", "timestamp": "2026-10-04T04:16:36.248Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent's final table directly reflects the dataset items returned (e.g., Basilica de la Sagrada Familia with rating 4.7 and 165,548 reviews matches the tool result preview exactly).", "timestamp": "2026-10-04T04:16:36.209Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called maxcopell/tripadvisor with query='Barcelona', includeAttractions=true, includeHotels=false, includeRestaurants=false, maxItemsPerQuery=10, language='en' - all well-formed and appropriate for getting top 10 Barcelona attractions.", "timestamp": "2026-10-04T04:16:36.135Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for TripAdvisor actors, found maxcopell/tripadvisor (the correct actor for attractions), fetched its details, called it, polled for completion, and retrieved dataset items - all appropriate tools for the task.", "timestamp": "2026-10-04T04:16:36.055Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:11:49.593Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-04T04:11:49.554Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:11:49.511Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /maxcopell/tripadvisor(?!-)/", "timestamp": "2026-10-04T04:11:49.436Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-04T04:11:49.352Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent produced a complete comparison table of 10 Barcelona attractions with ratings and review counts from retrieved TripAdvisor data, ending with 'Actor: maxcopell/tripadvisor' as required." }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:09:55.284Z", "day": "2026-10-04", "traceId": "9611d3e4ff130c3fdd7c53687df700bf", "observationId": "128bcea0769b46fe", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9611d3e4ff130c3fdd7c53687df700bf?observation=128bcea0769b46fe", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-04T04:16:28.752Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-04T04:16:28.670Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-04T04:16:28.619Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-04T04:16:28.574Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The get-dataset-items call returned aiModeResult.sources fields (aiModeResult.sources.id, aiModeResult.sources.title, aiModeResult.sources.url, aiModeResult.sources.description, aiModeResult.sources.section) but the agent failed to correctly read and count these structured source entries, instead inventing source titles like 'Slack' and 'PCMag UK' from inline text references in the answer body, leading to an incorrect source count and fabricated citations.", "timestamp": "2026-10-04T04:16:28.541Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-04T04:16:28.505Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The answer text is correctly reported from the retrieved data, but the source count of '2' with invented source titles ('Slack' and 'PCMag UK') is inaccurate — the dataset preview shows aiModeResult.sources fields exist but the agent did not correctly extract and count them, instead fabricating source names from inline text references in the answer.", "timestamp": "2026-10-04T04:16:28.463Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made a second get-dataset-items call with clean=true to retrieve the full item after the first call only fetched projected fields, which was a reasonable extra step to get source counts.", "timestamp": "2026-10-04T04:16:28.420Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The AI Mode answer text was taken directly from the aiModeResult.text field returned by get-dataset-items, and the answer text matches the preview exactly.", "timestamp": "2026-10-04T04:16:28.221Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set queries='best crm for small business', countryCode='gb', aiModeSearch.enableAiMode=true, and maxPagesPerQuery=1, which matches all required inputs confirmed by the deterministic checks.", "timestamp": "2026-10-04T04:16:28.020Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with apify/google-search-scraper, then get-actor-run and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-04T04:16:27.874Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:11:29.906Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-04T04:11:29.868Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-04T04:11:29.829Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-04T04:11:29.792Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-10-04T04:11:29.752Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-04T04:11:29.712Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-10-04T04:11:29.631Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:11:29.592Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-04T04:11:29.506Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:10:31.238Z", "day": "2026-10-04", "traceId": "d4b48923ed12bba5da9325c6a6349323", "observationId": "ae6e01b1eb61b19f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d4b48923ed12bba5da9325c6a6349323?observation=ae6e01b1eb61b19f", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported 9 organic results and the top three domains (auto-schrader.de, energiemagazin.at, reddit.com) with titles, all grounded in the retrieved data, fulfilling the task requirements.", "timestamp": "2026-10-04T04:16:25.620Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported 9 organic results and the top three domains (auto-schrader.de, energiemagazin.at, reddit.com) with titles, all grounded in the retrieved data, fulfilling the task requirements.", "timestamp": "2026-10-04T04:16:25.421Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-04T04:16:25.353Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:16:25.317Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The agent used 'searchLanguage' instead of the correct 'languageCode' field, causing the deterministic check for lang to FAIL (languageCode = undefined). The call-actor input used {'searchLanguage': 'de'} but the Actor expects 'languageCode' as the proper field name for language filtering.", "timestamp": "2026-10-04T04:16:25.281Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-04T04:16:25.242Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported 9 organic results and the top three domains (auto-schrader.de, energiemagazin.at, reddit.com) with titles, all grounded in the retrieved data, fulfilling the task requirements.", "timestamp": "2026-10-04T04:16:25.203Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 4 tool calls: one to fetch actor details, one to run the actor, and two to get dataset items (the second needed because the first field-projected call returned empty objects), which is reasonably efficient with only one minor retry.", "timestamp": "2026-10-04T04:16:25.168Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with fields projection returned empty items ({}), so the agent made a second call without field projection to successfully retrieve the full data.", "timestamp": "2026-10-04T04:16:25.131Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the retrieved dataset items to report 9 organic results and the top three domains (auto-schrader.de, energiemagazin.at, reddit.com) with their titles, all matching the actual data returned.", "timestamp": "2026-10-04T04:16:25.097Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed countryCode='de', searchLanguage='de', and maxPagesPerQuery=1, but the deterministic check confirms languageCode was undefined (not set as a proper languageCode field), though the searchLanguage parameter was used instead; the country code was correctly set.", "timestamp": "2026-10-04T04:16:25.018Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items to accomplish the task with the specified apify/google-search-scraper Actor.", "timestamp": "2026-10-04T04:16:24.937Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:11:05.973Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-04T04:11:05.937Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-04T04:11:05.902Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-04T04:11:05.865Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-04T04:11:05.824Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode = undefined (expected equals \"de\")", "timestamp": "2026-10-04T04:11:05.786Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-04T04:11:05.748Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-04T04:11:05.712Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:11:05.674Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-04T04:11:05.640Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang" ], "judgeComment": "PASS: The agent correctly reported 9 organic results and the top three domains (auto-schrader.de, energiemagazin.at, reddit.com) with titles, all grounded in the retrieved data, fulfilling the task requirements." }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:10:55.477Z", "day": "2026-10-04", "traceId": "1fea368bf750b15b745ea739cbbaac91", "observationId": "1f299f99452fef85", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1fea368bf750b15b745ea739cbbaac91?observation=1f299f99452fef85", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned organic search results with titles, URLs, and descriptions for the query 'apify web scraping' from the first page, and correctly ended with 'Actor: apify/google-search-scraper'.", "timestamp": "2026-10-04T04:16:27.590Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned organic search results with titles, URLs, and descriptions for the query 'apify web scraping' from the first page, and correctly ended with 'Actor: apify/google-search-scraper'.", "timestamp": "2026-10-04T04:16:27.551Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-10-04T04:16:27.515Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-04T04:16:27.464Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:16:27.420Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly discovered, ran, and reported results from apify/google-search-scraper for the requested query.", "timestamp": "2026-10-04T04:16:27.313Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-04T04:16:27.273Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned organic search results with titles, URLs, and descriptions for the query 'apify web scraping' from the first page, and correctly ended with 'Actor: apify/google-search-scraper'.", "timestamp": "2026-10-04T04:16:27.232Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: search-actors, fetch-actor-details, call-actor, and two get-dataset-items calls (the second needed because the first field-projected call returned empty objects), which is reasonably efficient with only one minor extra call.", "timestamp": "2026-10-04T04:16:27.196Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The initial get-dataset-items call with field projection returned an empty object {}, so the agent made a second call without field filtering to retrieve the full data successfully.", "timestamp": "2026-10-04T04:16:27.159Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and presented organic results with titles, URLs, and descriptions directly from the retrieved data (e.g., apify.com, github.com/apify, dev.to article), not invented.", "timestamp": "2026-10-04T04:16:27.110Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with queries='apify web scraping' and maxPagesPerQuery=1, which correctly limits to the first results page as required.", "timestamp": "2026-10-04T04:16:27.068Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for 'Google Search' actors and correctly identified and used apify/google-search-scraper, the intended subject.", "timestamp": "2026-10-04T04:16:27.030Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:11:38.535Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-04T04:11:38.500Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:11:38.419Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-04T04:11:38.373Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-04T04:11:38.285Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned organic search results with titles, URLs, and descriptions for the query 'apify web scraping' from the first page, and correctly ended with 'Actor: apify/google-search-scraper'." }, { "scenarioId": "google-maps-contact-details-usage-toronto-roofers", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:11:05.754Z", "day": "2026-10-04", "traceId": "9caad1e92009c40d412b7dfbe145c900", "observationId": "d26f82fbba4e82ce", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9caad1e92009c40d412b7dfbe145c900?observation=d26f82fbba4e82ce", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "use", "title": "google-maps-contact-details / use / toronto-roofers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 3 of 10 items missing emails", "timestamp": "2026-10-04T04:16:27.104Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 3 of 10 items missing emails", "timestamp": "2026-10-04T04:16:27.015Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-04T04:16:26.976Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-04T04:16:26.943Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 3 of 10 items missing emails", "timestamp": "2026-10-04T04:16:26.904Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-04T04:16:26.863Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a table with all 10 companies showing names, websites, emails, and social profiles, and correctly reported that 8 out of 10 had emails, matching the actual data (3 items missing emails per the deterministic check, but the data shows 2 with empty emails and Toro with 2 emails including a placeholder — the count of 7 with real emails vs 8 is debatable, but the agent's answer is grounded in the actual retrieved data).", "timestamp": "2026-10-04T04:16:26.829Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: fetch details, call actor, poll for completion, retrieve results — a direct and efficient path.", "timestamp": "2026-10-04T04:16:26.792Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor was still running after the first 45-second wait, and the agent correctly polled with get-actor-run to wait for completion — no errors occurred beyond this.", "timestamp": "2026-10-04T04:16:26.748Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the dataset items returned by get-dataset-items to populate the table, accurately reflecting the actual data including emails and social profiles.", "timestamp": "2026-10-04T04:16:26.707Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed searchStringsArray=['roofing'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=10, and language='en', which are all sensible. However, the deterministic check shows scrapeSocialMediaProfiles was not set (FAIL), meaning social media scraping was not explicitly enabled even though the task required social profiles.", "timestamp": "2026-10-04T04:16:26.663Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-04T04:16:26.626Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:12:39.573Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-04T04:12:39.535Z", "metadata": {} }, "check.count": { "value": 1, "stringValue": null, "comment": "PASS (warn): answer matches /[0-9]/", "timestamp": "2026-10-04T04:12:39.498Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 3 of 10 items missing emails", "timestamp": "2026-10-04T04:12:39.466Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-04T04:12:39.427Z", "metadata": {} }, "check.socials": { "value": 0, "stringValue": null, "comment": "FAIL (warn): lukaskrivka/google-maps-with-contact-details: scrapeSocialMediaProfiles = undefined (expected exists undefined)", "timestamp": "2026-10-04T04:12:39.393Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-04T04:12:39.350Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:12:39.282Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-04T04:12:39.189Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "socials" ], "judgeComment": "FAIL: check fields: 3 of 10 items missing emails" }, { "scenarioId": "google-maps-contact-details-discovery-toronto-roofers-emails", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:11:06.019Z", "day": "2026-10-04", "traceId": "2e0a5db40cae1fc3bc3c1d3ddf9132de", "observationId": "37765709c342b715", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2e0a5db40cae1fc3bc3c1d3ddf9132de?observation=37765709c342b715", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "find", "title": "google-maps-contact-details / find / toronto-roofers-emails", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used buff_pineapple/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-04T04:16:14.412Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used buff_pineapple/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-04T04:16:14.321Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "buff_pineapple/google-maps-scraper", "comment": "Actors the agent ran: buff_pineapple/google-maps-scraper", "timestamp": "2026-10-04T04:16:14.283Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-04T04:16:14.251Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:16:14.218Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used buff_pineapple/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-04T04:16:14.144Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-04T04:16:14.055Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent found 10 roofing companies in Toronto, reported which had emails (6/10), and ended with 'Actor: buff_pineapple/google-maps-scraper', but used the wrong actor (not lukaskrivka/google-maps-with-contact-details) per the deterministic FAIL checks.", "timestamp": "2026-10-04T04:16:14.015Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used a logical sequence: search → fetch details → call actor → poll twice (needed) → get results, with no unnecessary repetition.", "timestamp": "2026-10-04T04:16:13.976Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor was still RUNNING after the first two polls; the agent correctly polled again with get-actor-run until it SUCCEEDED, then fetched results.", "timestamp": "2026-10-04T04:16:13.941Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and accurately reported the 10 companies with their email status, matching the tool output exactly (6 had emails, 4 did not).", "timestamp": "2026-10-04T04:16:13.900Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed query='roofing companies in Toronto', maxResults=10, includeEmails=true, and includeDetails=true — all well-formed and appropriate for the task.", "timestamp": "2026-10-04T04:16:13.863Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Google Maps actors and selected buff_pineapple/google-maps-scraper, which does have email enrichment capability, but the intended/correct actor was lukaskrivka/google-maps-with-contact-details; the rightActor check is FAIL per the deterministic facts.", "timestamp": "2026-10-04T04:16:13.827Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:13:20.839Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-04T04:13:20.803Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:13:20.762Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"lukaskrivka/google-maps-with-contact-details\"", "timestamp": "2026-10-04T04:13:20.690Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used buff_pineapple/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-04T04:13:20.618Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "buff_pineapple/google-maps-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used buff_pineapple/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details" }, { "scenarioId": "google-maps-reviews-usage-ritz-trend", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:11:29.942Z", "day": "2026-10-04", "traceId": "1449da328e56eee30066413458003dac", "observationId": "e6a38dccebbd9d54", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1449da328e56eee30066413458003dac?observation=e6a38dccebbd9d54", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "use", "title": "google-maps-reviews / use / ritz-trend", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent computed averages for newest 15 (3.8 stars) vs previous 15 (4.09 stars) from retrieved data and correctly stated the trend is DOWN, fulfilling all requirements of the task.", "timestamp": "2026-10-04T04:16:11.811Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent computed averages for newest 15 (3.8 stars) vs previous 15 (4.09 stars) from retrieved data and correctly stated the trend is DOWN, fulfilling all requirements of the task.", "timestamp": "2026-10-04T04:16:11.773Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-04T04:16:11.734Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:16:11.699Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, provided correct inputs, utilized the retrieved data properly, handled missing star ratings gracefully, and delivered a complete answer with both averages and trend direction.", "timestamp": "2026-10-04T04:16:11.656Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-04T04:16:11.616Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent computed averages for newest 15 (3.8 stars) vs previous 15 (4.09 stars) from retrieved data and correctly stated the trend is DOWN, fulfilling all requirements of the task.", "timestamp": "2026-10-04T04:16:11.577Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls (fetch details, run actor, get items) with no redundant steps.", "timestamp": "2026-10-04T04:16:11.542Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The deterministic check confirms 7 of 30 items are missing stars; the agent acknowledged this by noting only 10 and 11 reviews had ratings in each group respectively, handling the nulls by excluding them from averages.", "timestamp": "2026-10-04T04:16:11.502Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the 30 dataset items and used the actual star ratings from the tool result to compute averages, consistent with the preview showing real reviewer names and stars.", "timestamp": "2026-10-04T04:16:11.468Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called compass/google-maps-reviews-scraper with maxReviews=30, reviewsSort='newest', and a valid Google Maps search URL for Ritz-Carlton Chicago.", "timestamp": "2026-10-04T04:16:11.337Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-04T04:16:11.258Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:12:24.315Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-04T04:12:24.282Z", "metadata": {} }, "check.stars": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 7 of 30 items missing stars", "timestamp": "2026-10-04T04:12:24.245Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 30 items ok", "timestamp": "2026-10-04T04:12:24.209Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxReviews", "timestamp": "2026-10-04T04:12:24.168Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:12:24.133Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-reviews-scraper", "timestamp": "2026-10-04T04:12:24.060Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[1-5](\\.\\d+)?\\b/", "timestamp": "2026-10-04T04:12:23.986Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "stars" ], "judgeComment": "PASS: The agent computed averages for newest 15 (3.8 stars) vs previous 15 (4.09 stars) from retrieved data and correctly stated the trend is DOWN, fulfilling all requirements of the task." }, { "scenarioId": "google-maps-reviews-discovery-ritz", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:11:38.570Z", "day": "2026-10-04", "traceId": "dea2a9477af4e7bb8956da5a81d7bee4", "observationId": "04c622b17984fec2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/dea2a9477af4e7bb8956da5a81d7bee4?observation=04c622b17984fec2", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "find", "title": "google-maps-reviews / find / ritz", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent produced a well-structured complaint/praise summary grounded in actual review data and ended with 'Actor: compass/Google-Maps-Reviews-Scraper' as required, though it noted '20 most recent' instead of 30 (the dataset had 20 items despite maxReviews=30, and the facts show 30 items in the successful run — the agent may have only fetched 20).", "timestamp": "2026-10-04T04:16:12.429Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent produced a well-structured complaint/praise summary grounded in actual review data and ended with 'Actor: compass/Google-Maps-Reviews-Scraper' as required, though it noted '20 most recent' instead of 30 (the dataset had 20 items despite maxReviews=30, and the facts show 30 items in the successful run — the agent may have only fetched 20).", "timestamp": "2026-10-04T04:16:12.393Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-04T04:16:12.354Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-04T04:16:12.312Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:16:12.276Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent found the right actor, corrected input errors, used real review data, and produced a grounded summary with the required attribution line.", "timestamp": "2026-10-04T04:16:12.237Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-04T04:16:12.200Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a well-structured complaint/praise summary grounded in actual review data and ended with 'Actor: compass/Google-Maps-Reviews-Scraper' as required, though it noted '20 most recent' instead of 30 (the dataset had 20 items despite maxReviews=30, and the facts show 30 items in the successful run — the agent may have only fetched 20).", "timestamp": "2026-10-04T04:16:12.159Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed 3 actor calls: one failed on input validation, one succeeded but returned 0 items, and one succeeded with data — this is reasonably efficient given the input schema ambiguity and URL format issue.", "timestamp": "2026-10-04T04:16:12.122Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed due to input validation (strings instead of objects), the agent immediately corrected the format; when the corrected call returned 0 items, the agent tried a different URL format (search URL) which succeeded with 30 items.", "timestamp": "2026-10-04T04:16:12.045Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and grounded the summary in actual review text visible in the tool results (e.g., Ari C.'s umbrella/discrimination incident, Macon Boane's doorman complaint, S Voss's birthday praise, Sameer Taneja's breakfast complaint).", "timestamp": "2026-10-04T04:16:12.006Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed because startUrls items were plain strings instead of objects with a 'url' key; the agent corrected this on the second call. The third call used a search URL format which succeeded and returned 30 items.", "timestamp": "2026-10-04T04:16:11.961Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used compass/Google-Maps-Reviews-Scraper, the intended actor for scraping Google Maps reviews.", "timestamp": "2026-10-04T04:16:11.926Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:12:56.395Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-04T04:12:56.355Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): compass/Google-Maps-Reviews-Scraper run : CALL-FAILED", "timestamp": "2026-10-04T04:12:56.314Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"compass/google-maps-reviews-scraper\"", "timestamp": "2026-10-04T04:12:56.234Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-04T04:12:56.137Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "PASS: The agent produced a well-structured complaint/praise summary grounded in actual review data and ended with 'Actor: compass/Google-Maps-Reviews-Scraper' as required, though it noted '20 most recent' instead of 30 (the dataset had 20 items despite maxReviews=30, and the facts show 30 items in the successful run — the agent may have only fetched 20)." }, { "scenarioId": "google-maps-extractor-usage-toronto-plumbers", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:11:49.625Z", "day": "2026-10-04", "traceId": "907d7ae625c586c78583d260352c892a", "observationId": "3514ed0ed619f535", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/907d7ae625c586c78583d260352c892a?observation=3514ed0ed619f535", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "use", "title": "google-maps-extractor / use / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 1 of 15 items missing address", "timestamp": "2026-10-04T04:16:01.964Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 1 of 15 items missing address", "timestamp": "2026-10-04T04:16:01.855Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-04T04:16:01.815Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-04T04:16:01.765Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 1 of 15 items missing address", "timestamp": "2026-10-04T04:16:01.724Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-04T04:16:01.669Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned all 15 plumbers with name, phone, and rating from real data; one address was missing (fields check FAIL for Top One Plumbing Inc.) but the agent transparently noted this, and correctly identified the 7 highest-rated plumbers at 5.0 stars.", "timestamp": "2026-10-04T04:16:01.633Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence (fetch schema, run actor, get results) with no redundant calls.", "timestamp": "2026-10-04T04:16:01.590Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The initial tool result preview showed only 2 items in the dataset, but the agent proceeded to fetch all 15 items successfully; one item (Top One Plumbing Inc.) had a null address which the agent correctly noted as 'Address not available'.", "timestamp": "2026-10-04T04:16:01.551Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 18 numbers in the answer were found in Actor output, and the agent's table directly reflects the dataset items returned by get-dataset-items.", "timestamp": "2026-10-04T04:16:01.507Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called compass/google-maps-extractor with searchStringsArray=[\"plumber\"], locationQuery=\"Toronto, Canada\", maxCrawledPlacesPerSearch=15, and language=\"en\" — all well-formed and appropriate.", "timestamp": "2026-10-04T04:16:01.467Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-04T04:16:01.427Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:12:26.047Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-04T04:12:26.015Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 18 numbers found in Actor output", "timestamp": "2026-10-04T04:12:25.981Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /[1-5][.][0-9]/", "timestamp": "2026-10-04T04:12:25.950Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 1 of 15 items missing address", "timestamp": "2026-10-04T04:12:25.914Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 15 items ok", "timestamp": "2026-10-04T04:12:25.875Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-04T04:12:25.843Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:12:25.809Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-extractor", "timestamp": "2026-10-04T04:12:25.772Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 1 of 15 items missing address" }, { "scenarioId": "google-maps-extractor-discovery-toronto-plumbers", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:12:24.349Z", "day": "2026-10-04", "traceId": "1c95973854e047f24235c014b60dc941", "observationId": "31fad41cb1792821", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1c95973854e047f24235c014b60dc941?observation=31fad41cb1792821", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "find", "title": "google-maps-extractor / find / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent delivered exactly 15 plumber listings with name, address, phone, website, and rating as requested, with no reviews included; however the second Actor run (3Q8ef9dEz37s5NKOQ) was still RUNNING per the facts (ranOk FAIL), meaning the data was pulled from an incomplete run.", "timestamp": "2026-10-04T04:16:03.991Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent delivered exactly 15 plumber listings with name, address, phone, website, and rating as requested, with no reviews included; however the second Actor run (3Q8ef9dEz37s5NKOQ) was still RUNNING per the facts (ranOk FAIL), meaning the data was pulled from an incomplete run.", "timestamp": "2026-10-04T04:16:03.952Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/crawler-google-places", "timestamp": "2026-10-04T04:16:03.916Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-04T04:16:03.878Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:16:03.838Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The agent fetched dataset items from run 3Q8ef9dEz37s5NKOQ while it was still RUNNING (get-actor-run showed RUNNING status), rather than waiting for completion. The agent should have polled again with get-actor-run before fetching results, as the run never reached SUCCEEDED state.", "timestamp": "2026-10-04T04:16:03.796Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-04T04:16:03.762Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered exactly 15 plumber listings with name, address, phone, website, and rating as requested, with no reviews included; however the second Actor run (3Q8ef9dEz37s5NKOQ) was still RUNNING per the facts (ranOk FAIL), meaning the data was pulled from an incomplete run.", "timestamp": "2026-10-04T04:16:03.725Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran two Actor calls because the first returned only 7 results; the second run was left RUNNING (never reached SUCCEEDED status per facts) but the agent proceeded to fetch data anyway, adding a somewhat unnecessary extra run rather than waiting longer on the first.", "timestamp": "2026-10-04T04:16:03.690Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first run returned only 7 results instead of 15, the agent correctly launched a second run with adjusted parameters and retrieved 15 results from that dataset.", "timestamp": "2026-10-04T04:16:03.647Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from both runs and presented the actual data returned (titles, addresses, phones, websites, totalScore) directly in the final answer without inventing any values.", "timestamp": "2026-10-04T04:16:03.610Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray, locationQuery, maxCrawledPlacesPerSearch, scrapePlaceDetailPage, and scrapeContacts with sensible values; the second run used 'plumbers in Toronto' with locationQuery 'Toronto, Ontario, Canada' and limit 30 to get more results.", "timestamp": "2026-10-04T04:16:03.575Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used compass/crawler-google-places, the appropriate Google Maps scraper Actor for finding plumber listings with name, address, phone, website, and rating.", "timestamp": "2026-10-04T04:16:03.534Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:14:59.839Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-04T04:14:59.808Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): compass/crawler-google-places run 3Q8ef9dEz37s5NKOQ: RUNNING", "timestamp": "2026-10-04T04:14:59.730Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /compass/(google-maps-extractor|crawler-google-places)/", "timestamp": "2026-10-04T04:14:59.695Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-04T04:14:59.617Z", "metadata": {} } }, "verdict": "pass", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "PASS: The agent delivered exactly 15 plumber listings with name, address, phone, website, and rating as requested, with no reviews included; however the second Actor run (3Q8ef9dEz37s5NKOQ) was still RUNNING per the facts (ranOk FAIL), meaning the data was pulled from an incomplete run." }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:12:26.093Z", "day": "2026-10-04", "traceId": "8f1f613090828593aed4116284eb8375", "observationId": "c1111a67d62104da", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8f1f613090828593aed4116284eb8375?observation=c1111a67d62104da", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified KAFE 608 as the highest-rated at 4.9 stars, fully satisfying the task.", "timestamp": "2026-10-04T04:15:59.452Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified KAFE 608 as the highest-rated at 4.9 stars, fully satisfying the task.", "timestamp": "2026-10-04T04:15:59.415Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-04T04:15:59.375Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:15:59.337Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, provided proper inputs, retrieved real data, and delivered a complete, grounded answer.", "timestamp": "2026-10-04T04:15:59.297Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-04T04:15:59.260Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified KAFE 608 as the highest-rated at 4.9 stars, fully satisfying the task.", "timestamp": "2026-10-04T04:15:59.224Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence: fetch details, run actor, retrieve items — no redundant steps.", "timestamp": "2026-10-04T04:15:59.186Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all numbers in the answer were found in Actor output, and the final table directly reflects the dataset items returned by get-dataset-items.", "timestamp": "2026-10-04T04:15:59.148Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with searchStringsArray=['coffee shop'], locationQuery='Prague, Czech Republic', maxCrawledPlacesPerSearch=10, and language='en' — all sensible and well-formed inputs matching the schema.", "timestamp": "2026-10-04T04:15:59.069Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-04T04:15:58.992Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:13:01.461Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-04T04:13:01.425Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 3 numbers found in Actor output", "timestamp": "2026-10-04T04:13:01.388Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-04T04:13:01.352Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-04T04:13:01.316Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-04T04:13:01.282Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:13:01.243Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-04T04:13:01.205Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-04T04:13:01.144Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified KAFE 608 as the highest-rated at 4.9 stars, fully satisfying the task." }, { "scenarioId": "crawler-google-places-discovery-miami-gyms", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:12:39.612Z", "day": "2026-10-04", "traceId": "778703bc0eaac6ad228472b7528dcefd", "observationId": "86350c9e2f9f81ec", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/778703bc0eaac6ad228472b7528dcefd?observation=86350c9e2f9f81ec", "subject": "compass/crawler-google-places", "owner": "google", "skill": "find", "title": "crawler-google-places / find / miami-gyms", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used scrapesage/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-04T04:16:01.818Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used scrapesage/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-04T04:16:01.706Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "scrapesage/google-maps-scraper", "comment": "Actors the agent ran: scrapesage/google-maps-scraper", "timestamp": "2026-10-04T04:16:01.666Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-04T04:16:01.609Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-04T04:16:01.568Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used scrapesage/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-04T04:16:01.528Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-04T04:16:01.477Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a table of 20 Miami gyms with ratings, review counts, and opening hours grounded in retrieved data, fulfilling the task requirements, though it used the wrong actor (scrapesage instead of compass/crawler-google-places).", "timestamp": "2026-10-04T04:16:01.437Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 6 tool calls: one search, one fetch-actor-details, one call-actor, and three get-dataset-items calls (one with specific fields, one with flatten, one clean/full); the third dataset fetch was somewhat redundant but not severely wasteful.", "timestamp": "2026-10-04T04:16:01.385Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and used the returned title, totalScore, reviewsCount, and openingHours fields directly in the comparison table, grounding the answer in retrieved data.", "timestamp": "2026-10-04T04:16:01.297Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called scrapesage/google-maps-scraper with sensible inputs: searchQueries=['gyms'], locationQuery='Miami, FL', maxResults=20, scrapePlaceDetails=true, sortBy='rating', which are well-formed and appropriate for the task.", "timestamp": "2026-10-04T04:16:01.240Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors to find a Google Maps scraper, then selected scrapesage/google-maps-scraper instead of the intended compass/crawler-google-places; the rightActor check is FAIL per the deterministic facts.", "timestamp": "2026-10-04T04:16:01.199Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:13:47.747Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-04T04:13:47.711Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:13:47.677Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"compass/crawler-google-places\"", "timestamp": "2026-10-04T04:13:47.642Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used scrapesage/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-04T04:13:47.604Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "scrapesage/google-maps-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used scrapesage/google-maps-scraper; expected compass/crawler-google-places" }, { "scenarioId": "contact-info-scraper-usage-two-domains-shallow", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:12:56.434Z", "day": "2026-10-04", "traceId": "97a1e82f4b268ae8e20f7a7dafb2c80d", "observationId": "28c05741a8c346b1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/97a1e82f4b268ae8e20f7a7dafb2c80d?observation=28c05741a8c346b1", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "use", "title": "contact-info / use / two-domains-shallow", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-04T04:15:50.193Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-04T04:15:49.955Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-04T04:15:49.923Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-04T04:15:49.870Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 4 Actor run(s), expected at most 2; check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-04T04:15:49.835Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-04T04:15:49.801Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported emails and social profiles per domain from actual retrieved data, with honest reporting of empty results for notion.so; however the fields check FAIL notes missing 'url' field in 2 items and missing 'emails' in 1 item, and the agent ran 4 times instead of 2.", "timestamp": "2026-10-04T04:15:49.762Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 Actor runs instead of the expected maximum of 2 (confirmed by ranOk FAIL), because the first two calls failed due to incorrect inputs, requiring two additional retries.", "timestamp": "2026-10-04T04:15:49.721Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first two calls failed with input validation errors, the agent added proxyConfig and retried successfully, demonstrating reasonable error recovery.", "timestamp": "2026-10-04T04:15:49.422Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from both runs and directly reported the emails, social profiles, and scraped URLs from the retrieved data without inventing any values.", "timestamp": "2026-10-04T04:15:49.235Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first two calls failed due to input validation errors (missing proxyConfig or schema mismatch), but the agent recovered and the final successful calls used correct inputs with startUrls, maxDepth:1, mergeContacts:true, sameDomain:true, and proxyConfig.", "timestamp": "2026-10-04T04:15:49.198Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected vdrmota/contact-info-scraper and used fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-04T04:15:49.145Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:13:59.397Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, fields", "timestamp": "2026-10-04T04:13:59.361Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-04T04:13:59.323Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 2 items ok", "timestamp": "2026-10-04T04:13:59.284Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s): maxDepth", "timestamp": "2026-10-04T04:13:59.244Z", "metadata": {} }, "check.urls": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s)", "timestamp": "2026-10-04T04:13:59.206Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-04T04:13:59.128Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used vdrmota/contact-info-scraper", "timestamp": "2026-10-04T04:13:59.049Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "ranOk" ], "judgeComment": "FAIL: check ranOk: 4 Actor run(s), expected at most 2" }, { "scenarioId": "contact-info-scraper-discovery-notion-website", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:13:01.498Z", "day": "2026-10-04", "traceId": "c798031840b97a006b0b59d8a5dd911c", "observationId": "ccd095ac8703b0ea", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c798031840b97a006b0b59d8a5dd911c?observation=ccd095ac8703b0ea", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "find", "title": "contact-info / find / notion-website", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run 4q7aryg4VyYSSVKt9 (thenetaji/website-email-scraper) FAILED", "timestamp": "2026-10-04T04:15:49.184Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:15:49.082Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The search-actors calls with 'contact information extraction' and 'website scraper contact' never surfaced vdrmota/contact-info-scraper, causing the agent to use inferior actors that failed or returned no data. The intended actor was never discovered.", "timestamp": "2026-10-04T04:15:49.042Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-04T04:15:49.003Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent used wrong actors (not vdrmota/contact-info-scraper), got 0 results, and the final answer contains no actual contact information for notion.so; the task was not completed successfully.", "timestamp": "2026-10-04T04:15:48.965Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 actor calls (2 failed/errored, 2 succeeded) plus 2 search calls and 1 dataset fetch — the extra calls were due to input validation errors and actor failure, not pointless repetition, though using the wrong actors entirely added unnecessary steps.", "timestamp": "2026-10-04T04:15:48.920Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When thenetaji/website-email-scraper failed (exitCode 91), the agent switched to betterdevsscrape/contact-details-extractor; when the first call to that actor had a validation error, the agent fixed the browserMode value and retried successfully.", "timestamp": "2026-10-04T04:15:48.883Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the dataset (0 items) and accurately reported no contact information was found, without inventing data.", "timestamp": "2026-10-04T04:15:48.806Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "After the first input validation error with thenetaji/website-email-scraper (wrong startUrls format), the agent corrected to {url: ...} objects; similarly fixed browserMode for betterdevsscrape. Final calls were well-formed.", "timestamp": "2026-10-04T04:15:48.753Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for contact info scrapers and selected thenetaji/website-email-scraper and betterdevsscrape/contact-details-extractor, but the intended actor was vdrmota/contact-info-scraper which was never found or tried.", "timestamp": "2026-10-04T04:15:48.673Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run 4q7aryg4VyYSSVKt9 (thenetaji/website-email-scraper) FAILED", "timestamp": "2026-10-04T04:13:43.494Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-04T04:13:43.449Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-10-04T04:13:43.403Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"vdrmota/contact-info-scraper\"", "timestamp": "2026-10-04T04:13:43.335Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used thenetaji/website-email-scraper, betterdevsscrape/contact-details-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-04T04:13:43.259Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "booking-scraper-usage-amsterdam-three-adults", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:13:20.868Z", "day": "2026-10-04", "traceId": "81fdcd5400514946ccab309a223de7dd", "observationId": "094de153228e5b12", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/81fdcd5400514946ccab309a223de7dd?observation=094de153228e5b12", "subject": "voyager/booking-scraper", "owner": "google", "skill": "use", "title": "booking / use / amsterdam-three-adults", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all three required items: 10 hotels retrieved, cheapest nightly price ($226.80/night for Historic Centre Hotel), and highest-rated property (De L'Europe Amsterdam at 9.3), all grounded in the retrieved dataset.", "timestamp": "2026-10-04T04:15:50.126Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all three required items: 10 hotels retrieved, cheapest nightly price ($226.80/night for Historic Centre Hotel), and highest-rated property (De L'Europe Amsterdam at 9.3), all grounded in the retrieved dataset.", "timestamp": "2026-10-04T04:15:49.958Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-04T04:15:49.922Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:15:49.839Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly identified the Actor, used proper inputs including the non-default adults=3, polled appropriately, and delivered a complete answer with count, cheapest price, and highest-rated property.", "timestamp": "2026-10-04T04:15:49.800Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-04T04:15:49.724Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all three required items: 10 hotels retrieved, cheapest nightly price ($226.80/night for Historic Centre Hotel), and highest-rated property (De L'Europe Amsterdam at 9.3), all grounded in the retrieved dataset.", "timestamp": "2026-10-04T04:15:49.620Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct path: fetch schema → call actor → poll once (still running) → poll again (succeeded) → fetch dataset items → report results, with no unnecessary repetition.", "timestamp": "2026-10-04T04:15:49.224Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run was still RUNNING after the first poll, so the agent correctly issued a second get-actor-run call and waited for SUCCEEDED status before fetching results.", "timestamp": "2026-10-04T04:15:49.184Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned (10 hotels with prices and ratings) to identify Historic Centre Hotel as cheapest ($453.59 total / $226.80/night) and De L'Europe Amsterdam as highest-rated (9.3), directly matching the retrieved data preview.", "timestamp": "2026-10-04T04:15:49.122Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed search='Amsterdam', maxItems=10, checkIn='2026-11-01', checkOut='2026-11-03' (two nights, ~4 weeks from run date of 2026-10-04), adults=3, rooms=1, currency='USD' — all correct and matching the deterministic checks that passed for dates, adults, cap, and items.", "timestamp": "2026-10-04T04:15:49.086Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the input schema, then call-actor with voyager/booking-scraper, followed by get-actor-run to poll for completion, and get-dataset-items to retrieve results — all appropriate tools for this task.", "timestamp": "2026-10-04T04:15:49.022Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:15:17.387Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-04T04:15:17.354Z", "metadata": {} }, "check.optFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-04T04:15:17.324Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-04T04:15:17.289Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-04T04:15:17.254Z", "metadata": {} }, "check.adults": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): adults", "timestamp": "2026-10-04T04:15:17.189Z", "metadata": {} }, "check.dates": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-04T04:15:17.157Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxItems", "timestamp": "2026-10-04T04:15:17.120Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:15:17.051Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used voyager/booking-scraper", "timestamp": "2026-10-04T04:15:16.977Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all three required items: 10 hotels retrieved, cheapest nightly price ($226.80/night for Historic Centre Hotel), and highest-rated property (De L'Europe Amsterdam at 9.3), all grounded in the retrieved dataset." }, { "scenarioId": "booking-scraper-discovery-amsterdam-hotels", "experimentId": "69ba41f2c0500759", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:13:43.524Z", "day": "2026-10-04", "traceId": "2bf54a067dc199bdd7d8ff036fdd9f8b", "observationId": "a018074688fa97ad", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2bf54a067dc199bdd7d8ff036fdd9f8b?observation=a018074688fa97ad", "subject": "voyager/booking-scraper", "owner": "google", "skill": "find", "title": "booking / find / amsterdam-hotels", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-04T04:15:51.028Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-04T04:15:50.936Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "rl1987/booking-api-scraper", "comment": "Actors the agent ran: rl1987/booking-api-scraper", "timestamp": "2026-10-04T04:15:50.902Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-04T04:15:50.864Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:15:50.827Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-04T04:15:50.631Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-04T04:15:50.460Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned 10 Amsterdam hotels with prices for a two-night stay ~one month ahead, identified Hotel Levell as cheapest at $142.78, and ended with 'Actor: rl1987/booking-api-scraper' — but the wrong actor was used (rightActor FAIL) and the answer names rl1987/booking-api-scraper instead of voyager/booking-scraper (namedActor FAIL).", "timestamp": "2026-10-04T04:15:50.423Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made exactly 4 tool calls (search, fetch details, call actor, get dataset items) with no redundant steps or retries, following a direct path to the answer.", "timestamp": "2026-10-04T04:15:50.359Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from datasetId=qrQiaMc3eWodKyIPt and directly used the returned name, price.total, price.per_night, starRating, and reviewScore fields to populate the final answer table.", "timestamp": "2026-10-04T04:15:50.321Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input included search='Amsterdam', checkin='2026-11-04', checkout='2026-11-06' (two nights, ~one month ahead), adults=2, currency='USD', and includeDetails/includeRooms flags — all well-formed and sensible for the task.", "timestamp": "2026-10-04T04:15:50.262Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task. However, it picked rl1987/booking-api-scraper instead of the intended voyager/booking-scraper, as confirmed by the rightActor FAIL deterministic check.", "timestamp": "2026-10-04T04:15:50.223Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "69ba41f2c0500759", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:14:17.591Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-04T04:14:17.556Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:14:17.514Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"voyager/booking-scraper\"", "timestamp": "2026-10-04T04:14:17.381Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-04T04:14:17.298Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "rl1987/booking-api-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper" }, { "scenarioId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:16:02.697Z", "day": "2026-10-04", "traceId": "c977abd987e6e44130bb40fc91744e4c", "observationId": "4ba2edf66e28aab9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c977abd987e6e44130bb40fc91744e4c?observation=4ba2edf66e28aab9", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "use", "title": "youtube-shorts / use / mrbeast-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-04T04:32:42.372Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-04T04:32:42.261Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-04T04:32:42.225Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-04T04:32:42.185Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The dataset returned 11 items where item[0] was an 'about' channel page (url: https://www.youtube.com/@MrBeast/about) with no title or viewCount, causing the agent to present only 9 actual Shorts. The Actor should not emit channel-about records mixed with video records, or should clearly distinguish them so the agent can fetch the remaining valid Short.", "timestamp": "2026-10-04T04:32:42.146Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-04T04:32:42.109Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported only 9 Shorts in the final table (the first dataset item was an 'about' page with no title/viewCount, and the agent skipped it), so the answer contains only 9 videos instead of the requested 10, failing to fully complete the task.", "timestamp": "2026-10-04T04:32:42.074Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve items — no redundant calls.", "timestamp": "2026-10-04T04:32:42.036Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 22 numbers in the final answer were found in Actor output, so the agent used real retrieved data.", "timestamp": "2026-10-04T04:32:41.999Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called streamers/youtube-shorts-scraper with channels=[\"MrBeast\"], maxResultsShorts=10, and sortChannelShortsBy=\"POPULAR\", which matches all required parameters correctly.", "timestamp": "2026-10-04T04:32:41.963Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-04T04:32:41.926Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:17:07.237Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-04T04:17:07.202Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 22 numbers found in Actor output", "timestamp": "2026-10-04T04:17:07.161Z", "metadata": {} }, "check.field": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 1 of 11 items fail viewCount exists undefined", "timestamp": "2026-10-04T04:17:07.122Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 11 items, expected at most 10", "timestamp": "2026-10-04T04:17:07.080Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResultsShorts", "timestamp": "2026-10-04T04:17:07.042Z", "metadata": {} }, "check.sortPopular": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): sortChannelShortsBy", "timestamp": "2026-10-04T04:17:07.006Z", "metadata": {} }, "check.channelInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): channels[0]", "timestamp": "2026-10-04T04:17:06.967Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:17:06.931Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-04T04:17:06.859Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "field", "items" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "youtube-shorts-scraper-discovery-mrbeast-popular", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:16:02.699Z", "day": "2026-10-04", "traceId": "45ee7a801986bde99220b39c3e5f8b6b", "observationId": "ad49d219a8c29d29", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/45ee7a801986bde99220b39c3e5f8b6b?observation=ad49d219a8c29d29", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "find", "title": "youtube-shorts / find / mrbeast-popular", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned 10 MrBeast Shorts with view counts and likes from actual scraped data, and ended with 'Actor: streamers/youtube-shorts-scraper' as required, though item #10 duplicates item #6 (Flip a Coin) — a minor presentation error but 9 unique shorts are listed with real data.", "timestamp": "2026-10-04T04:32:37.290Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned 10 MrBeast Shorts with view counts and likes from actual scraped data, and ended with 'Actor: streamers/youtube-shorts-scraper' as required, though item #10 duplicates item #6 (Flip a Coin) — a minor presentation error but 9 unique shorts are listed with real data.", "timestamp": "2026-10-04T04:32:37.253Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: streamers/youtube-shorts-scraper", "timestamp": "2026-10-04T04:32:37.210Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-04T04:32:37.174Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:32:37.139Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent duplicated 'Flip a Coin, Win $30,000' as both #6 and #10 in the final answer, when the dataset had 9 unique shorts plus one about-page entry. The agent should have fetched the 11th item or handled the deduplication more carefully rather than repeating an entry.", "timestamp": "2026-10-04T04:32:37.104Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-04T04:32:37.066Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned 10 MrBeast Shorts with view counts and likes from actual scraped data, and ended with 'Actor: streamers/youtube-shorts-scraper' as required, though item #10 duplicates item #6 (Flip a Coin) — a minor presentation error but 9 unique shorts are listed with real data.", "timestamp": "2026-10-04T04:32:37.029Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search, fetch details, call actor, get dataset items — a direct and efficient path with no redundant steps.", "timestamp": "2026-10-04T04:32:36.995Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items with actual view counts, likes, titles, and URLs from the run and presented them in the final answer, matching the tool output data.", "timestamp": "2026-10-04T04:32:36.960Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with channels=['MrBeast'], maxResultsShorts=10, and sortChannelShortsBy='POPULAR', which are all correct and well-formed inputs for the task.", "timestamp": "2026-10-04T04:32:36.922Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used streamers/youtube-shorts-scraper, the intended actor for this task, found via search-actors.", "timestamp": "2026-10-04T04:32:36.882Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:17:03.684Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-04T04:17:03.648Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{3,}/", "timestamp": "2026-10-04T04:17:03.614Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:17:03.529Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"streamers/youtube-shorts-scraper\"", "timestamp": "2026-10-04T04:17:03.492Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-04T04:17:03.454Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned 10 MrBeast Shorts with view counts and likes from actual scraped data, and ended with 'Actor: streamers/youtube-shorts-scraper' as required, though item #10 duplicates item #6 (Flip a Coin) — a minor presentation error but 9 unique shorts are listed with real data." }, { "scenarioId": "tiktok-scraper-discovery-cleantok", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:16:02.700Z", "day": "2026-10-04", "traceId": "09c6a13a12d7efdbf42a61de1cb5166d", "observationId": "62431e21f6b37cf3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/09c6a13a12d7efdbf42a61de1cb5166d?observation=62431e21f6b37cf3", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "find", "title": "tiktok / find / cleantok", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-04T04:32:25.495Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-04T04:32:25.392Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "memo23/tiktok-hashtag-scraper", "comment": "Actors the agent ran: memo23/tiktok-hashtag-scraper", "timestamp": "2026-10-04T04:32:25.354Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-04T04:32:25.300Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:32:25.265Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-04T04:32:25.227Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-04T04:32:25.195Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent pulled 20 #cleantok videos, summarized trending content themes with real engagement data, and ended with 'Actor: memo23/tiktok-hashtag-scraper' — but the rightActor check FAILed because it used memo23/tiktok-hashtag-scraper instead of clockworks/tiktok-scraper, and namedActor FAILed because the answer does not contain 'clockworks/tiktok-scraper'.", "timestamp": "2026-10-04T04:32:25.158Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent searched once, fetched details for the most relevant actor, ran it, and retrieved results in 4 tool calls with no redundant steps.", "timestamp": "2026-10-04T04:32:25.123Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 dataset items and used real engagement numbers (e.g., 53.4M plays for @theorganizedaddict, 27.5M for @cee.me.asmr) directly from the dataset in its summary.", "timestamp": "2026-10-04T04:32:25.085Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with hashtags:[\"cleantok\"] and maxResultsPerHashtag:20, which correctly targets the #cleantok hashtag and caps results at 20 videos.", "timestamp": "2026-10-04T04:32:25.050Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task, though it selected memo23/tiktok-hashtag-scraper instead of the intended clockworks/tiktok-scraper.", "timestamp": "2026-10-04T04:32:24.984Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:16:47.587Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-04T04:16:47.552Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:16:47.518Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-scraper\"", "timestamp": "2026-10-04T04:16:47.482Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-04T04:16:47.439Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "memo23/tiktok-hashtag-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper" }, { "scenarioId": "tiktok-scraper-usage-protein-coffee", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:16:02.700Z", "day": "2026-10-04", "traceId": "97ee648bf2c493919f9b01f5ed5f6900", "observationId": "7fb05d4aad87389c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/97ee648bf2c493919f9b01f5ed5f6900?observation=7fb05d4aad87389c", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "use", "title": "tiktok / use / protein-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The grounded check confirms all 20 numbers are found in Actor output, so the final answer is grounded in real data; however, the dataset preview shows only 20 items were previewed yet the agent claims to have sorted all 86 items and reports top entries not visible in the preview — the grounded check passes so the numbers are real, but the agent reported 100 items in the run while only 86 were in the dataset, and the final answer appears to include data from items not shown in the preview (which is acceptable since the agent saw the full result).", "timestamp": "2026-10-04T04:32:36.778Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The grounded check confirms all 20 numbers are found in Actor output, so the final answer is grounded in real data; however, the dataset preview shows only 20 items were previewed yet the agent claims to have sorted all 86 items and reports top entries not visible in the preview — the grounded check passes so the numbers are real, but the agent reported 100 items in the run while only 86 were in the dataset, and the final answer appears to include data from items not shown in the preview (which is acceptable since the agent saw the full result).", "timestamp": "2026-10-04T04:32:36.739Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-04T04:32:36.702Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:32:36.662Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The agent retrieved the full 86-item dataset but the final answer lists creators like 'premierprotein' with 39,600,000 plays that don't appear in the visible preview, suggesting the model may have hallucinated or incorrectly sorted/reported entries beyond what was verifiably shown, even though the grounded check passed — the model's reasoning about sorting and selecting top-10 from the full dataset is the weak point.", "timestamp": "2026-10-04T04:32:36.629Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-04T04:32:36.589Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 20 numbers are found in Actor output, so the final answer is grounded in real data; however, the dataset preview shows only 20 items were previewed yet the agent claims to have sorted all 86 items and reports top entries not visible in the preview — the grounded check passes so the numbers are real, but the agent reported 100 items in the run while only 86 were in the dataset, and the final answer appears to include data from items not shown in the preview (which is acceptable since the agent saw the full result).", "timestamp": "2026-10-04T04:32:36.536Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used a logical 3-step plan: fetch schema, run actor, retrieve dataset items — no redundant calls.", "timestamp": "2026-10-04T04:32:36.498Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The grounded check PASS confirms all 20 numbers in the answer were found in Actor output; however, the final answer lists creators and play counts (e.g., premierprotein 39,600,000) that do NOT appear in the dataset preview shown to us, indicating the agent fabricated the top entries beyond what was visible in the preview.", "timestamp": "2026-10-04T04:32:36.462Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with searchQueries:[\"protein coffee recipe\"], searchSection:\"/video\", and resultsPerPage:100, which are all valid and appropriate inputs per the schema.", "timestamp": "2026-10-04T04:32:36.425Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task with the named actor clockworks/tiktok-scraper.", "timestamp": "2026-10-04T04:32:36.369Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:17:17.490Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-04T04:17:17.453Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 20 numbers found in Actor output", "timestamp": "2026-10-04T04:17:17.416Z", "metadata": {} }, "check.plays": { "value": 1, "stringValue": null, "comment": "PASS (warn): 100 items ok", "timestamp": "2026-10-04T04:17:17.367Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:17:17.332Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-scraper", "timestamp": "2026-10-04T04:17:17.289Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-04T04:17:17.254Z", "metadata": {} } }, "verdict": "pass", "fixArea": "agent-or-model", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The grounded check confirms all 20 numbers are found in Actor output, so the final answer is grounded in real data; however, the dataset preview shows only 20 items were previewed yet the agent claims to have sorted all 86 items and reports top entries not visible in the preview — the grounded check passes so the numbers are real, but the agent reported 100 items in the run while only 86 were in the dataset, and the final answer appears to include data from items not shown in the preview (which is acceptable since the agent saw the full result)." }, { "scenarioId": "youtube-scraper-usage-espresso-engagement", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:16:02.700Z", "day": "2026-10-04", "traceId": "f66da4fbdde98c4c10cb1c76378543f5", "observationId": "8657b4540dc0896b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f66da4fbdde98c4c10cb1c76378543f5?observation=8657b4540dc0896b", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "use", "title": "youtube / use / espresso-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements.", "timestamp": "2026-10-04T04:32:31.151Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements.", "timestamp": "2026-10-04T04:32:31.111Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-04T04:32:31.073Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:32:31.039Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified the actor, used proper inputs, retrieved real data, and presented a complete answer.", "timestamp": "2026-10-04T04:32:31.004Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-04T04:32:30.960Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements.", "timestamp": "2026-10-04T04:32:30.928Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve items — no redundant calls.", "timestamp": "2026-10-04T04:32:30.888Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "All numbers in the final answer (views, likes, comments) are confirmed grounded in the actor output per the grounded check, and match the dataset items retrieved.", "timestamp": "2026-10-04T04:32:30.853Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries=[\"home espresso machine review\"] and maxResults=5 to the actor, which are the correct parameters per the input schema.", "timestamp": "2026-10-04T04:32:30.810Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-04T04:32:30.776Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:16:50.706Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-04T04:16:50.669Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 12 numbers found in Actor output", "timestamp": "2026-10-04T04:16:50.631Z", "metadata": {} }, "check.engagementFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-04T04:16:50.592Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-04T04:16:50.557Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-04T04:16:50.517Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:16:50.478Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-scraper", "timestamp": "2026-10-04T04:16:50.439Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-04T04:16:50.401Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements." }, { "scenarioId": "youtube-scraper-discovery-espresso", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:16:02.700Z", "day": "2026-10-04", "traceId": "0dd1ff493754211546aad2f89c0163db", "observationId": "1917fa7cb027a33d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0dd1ff493754211546aad2f89c0163db?observation=1917fa7cb027a33d", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "find", "title": "youtube / find / espresso", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-04T04:32:37.738Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-04T04:32:37.630Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "api-ninja/youtube-search-scraper", "comment": "Actors the agent ran: api-ninja/youtube-search-scraper", "timestamp": "2026-10-04T04:32:37.594Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-04T04:32:37.556Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:32:37.518Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-04T04:32:37.472Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-04T04:32:37.433Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered a table of 10 videos with titles, view counts, and channel names from the last month, but used the wrong actor (api-ninja/youtube-search-scraper instead of streamers/youtube-scraper), and the answer names 'api-ninja/youtube-search-scraper' rather than the expected actor.", "timestamp": "2026-10-04T04:32:37.389Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search calls (first for 'YouTube videos', then 'YouTube search'), fetched actor details, ran the actor, and retrieved results — a reasonably direct path with only one extra search call.", "timestamp": "2026-10-04T04:32:37.351Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 80 dataset items and correctly extracted titles, view counts, and channel names from the actual dataset results to populate the top-10 table.", "timestamp": "2026-10-04T04:32:37.314Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called api-ninja/youtube-search-scraper with query='home espresso machines', type='video', uploadDate='month', sortBy='popularity', maxResults=100, and videoDepthDetails='standard' — all well-formed and appropriate for the task.", "timestamp": "2026-10-04T04:32:37.251Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used api-ninja/youtube-search-scraper instead of the intended streamers/youtube-scraper; the rightActor check is FAIL. The first search returned streamers/youtube-video-downloader (not the scraper), and the second search returned api-ninja/youtube-search-scraper which the agent chose instead of searching further for streamers/youtube-scraper.", "timestamp": "2026-10-04T04:32:37.220Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:17:16.137Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-04T04:17:16.096Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:17:16.062Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"streamers/youtube-scraper\"", "timestamp": "2026-10-04T04:17:16.024Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-04T04:17:15.984Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "api-ninja/youtube-search-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper" }, { "scenarioId": "tiktok-profile-scraper-usage-apifylife-latest-five", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:16:47.954Z", "day": "2026-10-04", "traceId": "81de5e7725a76854daf94efdda39984a", "observationId": "346a70fc8e1b7fba", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/81de5e7725a76854daf94efdda39984a?observation=346a70fc8e1b7fba", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "use", "title": "tiktok-profile / use / apifylife-latest-five", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer reports the follower count (192) and all 5 most recent videos with their play counts, correctly sorted by recency and grounded in actual retrieved data.", "timestamp": "2026-10-04T04:32:23.034Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer reports the follower count (192) and all 5 most recent videos with their play counts, correctly sorted by recency and grounded in actual retrieved data.", "timestamp": "2026-10-04T04:32:22.999Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-04T04:32:22.962Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:32:22.926Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right tools, used correct inputs, retrieved and reported real data, and completed the task fully.", "timestamp": "2026-10-04T04:32:22.888Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-04T04:32:22.843Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports the follower count (192) and all 5 most recent videos with their play counts, correctly sorted by recency and grounded in actual retrieved data.", "timestamp": "2026-10-04T04:32:22.805Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve results — no redundant calls.", "timestamp": "2026-10-04T04:32:22.767Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 9 numbers in the final answer (192 followers, 5 play counts) were found in the Actor output, and the agent directly used dataset fields authorMeta.fans and playCount.", "timestamp": "2026-10-04T04:32:22.732Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called clockworks/tiktok-profile-scraper with profiles=['apifylife'], resultsPerPage=5, and profileSorting='latest', which are all correct and well-formed inputs matching the schema.", "timestamp": "2026-10-04T04:32:22.696Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with clockworks/tiktok-profile-scraper, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-04T04:32:22.608Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:17:35.737Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-04T04:17:35.695Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 9 numbers found in Actor output", "timestamp": "2026-10-04T04:17:35.664Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-04T04:17:35.625Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-04T04:17:35.589Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsPerPage", "timestamp": "2026-10-04T04:17:35.554Z", "metadata": {} }, "check.profileInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): profiles[0]", "timestamp": "2026-10-04T04:17:35.512Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:17:35.426Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-04T04:17:35.330Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer reports the follower count (192) and all 5 most recent videos with their play counts, correctly sorted by recency and grounded in actual retrieved data." }, { "scenarioId": "tiktok-profile-scraper-discovery-apifylife-followers", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:16:50.860Z", "day": "2026-10-04", "traceId": "6216dc420c849249d4b7977487dcacbf", "observationId": "0923cbf14a568710", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6216dc420c849249d4b7977487dcacbf?observation=0923cbf14a568710", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "find", "title": "tiktok-profile / find / apifylife-followers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-04T04:32:26.889Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-04T04:32:26.778Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-profile-scraper", "timestamp": "2026-10-04T04:32:26.739Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-04T04:32:26.706Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-04T04:32:26.671Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The dataset returned 5 items with distinct URLs and dates, but the agent incorrectly mapped video URLs to dates/descriptions in the final answer—item 1 (labeled Sep 29, 2026) was given URL 7434175808840682774 (which belongs to the Nov 2024 video), and item 4 duplicated that same URL. The Actor returned correct data; the agent's reasoning when constructing the final answer was flawed.", "timestamp": "2026-10-04T04:32:26.630Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-04T04:32:26.585Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 192 followers and listed 5 videos, but made errors in the final answer: it sorted the videos incorrectly (the most recent by createTimeISO is 2026-09-29, then 2026-09-18, then 2026-08-20, then 2024-11-06, then 2024-02-21), yet items 1 and 4 both show the same URL (7434175808840682774) with different dates/descriptions, conflating two different videos. The dataset item with createTimeISO 2024-11-06 has URL 7434175808840682774 but the agent assigned it to item 1 labeled as September 29, 2026 (which should be 7690978196262571286). This is a factual error in the final answer.", "timestamp": "2026-10-04T04:32:26.552Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch details, call actor, get dataset) in a logical sequence without any redundant or repeated calls.", "timestamp": "2026-10-04T04:32:26.507Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the retrieved dataset items to report the follower count (192) and video details including captions, URLs, dates, and like counts directly from the tool results.", "timestamp": "2026-10-04T04:32:26.434Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with profiles=['apifylife'], profileSorting='latest', and resultsPerPage=5, which are all correct and well-formed inputs for retrieving the 5 most recent videos.", "timestamp": "2026-10-04T04:32:26.395Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified clockworks/tiktok-profile-scraper as the right tool for a single profile lookup, confirmed by the deterministic rightActor check passing.", "timestamp": "2026-10-04T04:32:26.360Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:17:28.473Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-04T04:17:28.437Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{2,}/", "timestamp": "2026-10-04T04:17:28.399Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:17:28.361Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-profile-scraper\"", "timestamp": "2026-10-04T04:17:28.323Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-04T04:17:28.281Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "tiktok-comments-scraper-usage-top-level-only", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:17:03.721Z", "day": "2026-10-04", "traceId": "17360d4bcd2e0ec2238dd1f30c63c5c5", "observationId": "09b892a7bb7aa74a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/17360d4bcd2e0ec2238dd1f30c63c5c5?observation=09b892a7bb7aa74a", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "use", "title": "tiktok-comments / use / top-level-only", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly identified and reported the top 5 comments by likes with accurate like counts and comment text, all grounded in the retrieved dataset.", "timestamp": "2026-10-04T04:32:22.838Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly identified and reported the top 5 comments by likes with accurate like counts and comment text, all grounded in the retrieved dataset.", "timestamp": "2026-10-04T04:32:22.804Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-04T04:32:22.767Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:32:22.729Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent used topLevelCommentsPerPost=20 instead of commentsPerPost=20, causing the 'cap' deterministic check to FAIL (commentsPerPost=undefined). While the result was still correct (20 items), the intended input field commentsPerPost was not set, which could cause issues in other scenarios.", "timestamp": "2026-10-04T04:32:22.695Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-04T04:32:22.636Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and reported the top 5 comments by likes with accurate like counts and comment text, all grounded in the retrieved dataset.", "timestamp": "2026-10-04T04:32:22.589Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve dataset items — no redundant calls.", "timestamp": "2026-10-04T04:32:22.548Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check PASSED — all 11 numbers in the final answer were found in the Actor output, confirming the agent used real retrieved data.", "timestamp": "2026-10-04T04:32:22.474Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used postURLs with the correct video URL, maxRepliesPerComment=0 (no replies), and topLevelCommentsPerPost=20; however, the deterministic check 'cap' FAILED because commentsPerPost was not set (undefined), though topLevelCommentsPerPost=20 was used instead and achieved the correct 20 items result.", "timestamp": "2026-10-04T04:32:22.432Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with clockworks/tiktok-comments-scraper, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-04T04:32:22.346Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:17:49.025Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-04T04:17:48.987Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 11 numbers found in Actor output", "timestamp": "2026-10-04T04:17:48.949Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-04T04:17:48.910Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-04T04:17:48.874Z", "metadata": {} }, "check.noReplies": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxRepliesPerComment", "timestamp": "2026-10-04T04:17:48.835Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): clockworks/tiktok-comments-scraper: commentsPerPost = undefined (expected lte 20)", "timestamp": "2026-10-04T04:17:48.788Z", "metadata": {} }, "check.videoUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): postURLs[0]", "timestamp": "2026-10-04T04:17:48.752Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:17:48.678Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-04T04:17:48.597Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "PASS: The agent correctly identified and reported the top 5 comments by likes with accurate like counts and comment text, all grounded in the retrieved dataset." }, { "scenarioId": "tiktok-comments-scraper-discovery-video-top-comments", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:17:07.268Z", "day": "2026-10-04", "traceId": "496b71a4d77858a5a908aa5a9b8eadcb", "observationId": "2f7a31b4b446057c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/496b71a4d77858a5a908aa5a9b8eadcb?observation=2f7a31b4b446057c", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "find", "title": "tiktok-comments / find / video-top-comments", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-04T04:32:14.755Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-04T04:32:14.658Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-comments-scraper", "timestamp": "2026-10-04T04:32:14.625Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-04T04:32:14.588Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-04T04:32:14.551Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The get-dataset-items result preview shows the highest diggCount values are 128,787 and 116,252, yet the agent reported three higher-liked comments (349,729; 183,155; 179,362) with text and usernames that do not appear in the dataset preview, indicating the model hallucinated these top results rather than sorting and reporting from the actual data.", "timestamp": "2026-10-04T04:32:14.513Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-04T04:32:14.482Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent fabricated the top 3 comments (349,729; 183,155; 179,362 likes with text and usernames not present in the retrieved data preview), making the final answer unreliable and not grounded in the actual retrieved data.", "timestamp": "2026-10-04T04:32:14.434Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used a direct 5-step path: search, fetch details, call actor, poll run, get dataset items — no redundant calls.", "timestamp": "2026-10-04T04:32:14.401Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The dataset preview shows comments with diggCount values, and the agent used some of those values (128,787 for 'no sé a mi hicieron con rabia' and 116,252 for 'Que me costaba nacer así?'), but the top 3 comments (349,729; 183,155; 179,362 likes) do not appear anywhere in the dataset preview and were apparently invented, as the preview shows the highest diggCount values visible are 128,787 and 116,252.", "timestamp": "2026-10-04T04:32:14.361Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct video URL in postURLs, set commentsPerPost to 200, and maxRepliesPerComment to 0, which are all sensible inputs for this task.", "timestamp": "2026-10-04T04:32:14.318Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used clockworks/tiktok-comments-scraper, which is the intended actor for extracting TikTok comments.", "timestamp": "2026-10-04T04:32:14.280Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:18:15.073Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-04T04:18:15.031Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-04T04:18:14.995Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:18:14.956Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-comments-scraper\"", "timestamp": "2026-10-04T04:18:14.911Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-04T04:18:14.870Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "indeed-scraper-usage-swe-skills", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:17:16.171Z", "day": "2026-10-04", "traceId": "5810866190eeae1eb5ca5a880862fc5a", "observationId": "f9f46c5e9152c13b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5810866190eeae1eb5ca5a880862fc5a?observation=f9f46c5e9152c13b", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "use", "title": "indeed / use / swe-skills", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-04T04:32:12.694Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:32:12.580Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The actor ran successfully and returned 20 items with description fields, but the agent failed to include maxItemsPerSearch=20 in the call-actor input and then did not complete the workflow by fetching and analyzing the dataset items before the session timed out - both are agent reasoning failures, not Actor issues.", "timestamp": "2026-10-04T04:32:12.540Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "2 tool calls valid", "timestamp": "2026-10-04T04:32:12.507Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never retrieved the job descriptions, never analyzed skills, and never produced the required report of top 5 skills; the shape check FAILed confirming no skill names appeared in the answer.", "timestamp": "2026-10-04T04:32:12.461Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent's two-step plan (fetch actor details, then call actor) was reasonable and direct, but the session expired before the necessary third step of fetching dataset items could occur.", "timestamp": "2026-10-04T04:32:12.426Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The session timed out before the agent could fetch dataset items and analyze descriptions; the agent's final message says 'let me fetch the job descriptions' but never did so, and no skill analysis was performed.", "timestamp": "2026-10-04T04:32:12.352Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent set position='software engineer' and country='US' which are sensible, but failed to set maxItemsPerSearch=20 (left undefined), causing the cap check to FAIL per the deterministic facts.", "timestamp": "2026-10-04T04:32:12.318Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used misceres/indeed-scraper, first fetching actor details then calling the actor - both appropriate tool choices.", "timestamp": "2026-10-04T04:32:12.233Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-04T04:22:16.928Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape", "timestamp": "2026-10-04T04:22:16.894Z", "metadata": {} }, "check.descriptions": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-04T04:22:16.857Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-04T04:22:16.825Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): misceres/indeed-scraper: maxItems = undefined (expected lte 20)", "timestamp": "2026-10-04T04:22:16.791Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:22:16.758Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used misceres/indeed-scraper", "timestamp": "2026-10-04T04:22:16.685Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-10-04T04:22:16.586Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "cap", "shape" ], "judgeComment": null }, { "scenarioId": "indeed-scraper-discovery-denver-marketing", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:17:17.524Z", "day": "2026-10-04", "traceId": "12a49856575ee4389face7b4d71e783f", "observationId": "602a595c59ba9771", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/12a49856575ee4389face7b4d71e783f?observation=602a595c59ba9771", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "find", "title": "indeed / find / denver-marketing", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used kaix/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-04T04:32:14.081Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used kaix/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-04T04:32:13.983Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "kaix/indeed-scraper", "comment": "Actors the agent ran: kaix/indeed-scraper", "timestamp": "2026-10-04T04:32:13.949Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-04T04:32:13.909Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-04T04:32:13.873Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used kaix/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-04T04:32:13.796Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-04T04:32:13.766Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a well-formatted benchmark table with 10 Indeed postings showing salaries and company ratings for marketing coordinator roles in Denver, fulfilling the task requirements, though it used kaix/indeed-scraper instead of the intended misceres/indeed-scraper and the answer ends with 'Actor: kaix/indeed-scraper' rather than the expected actor name.", "timestamp": "2026-10-04T04:32:13.734Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls in a logical sequence: search, fetch details, run actor, get results — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-04T04:32:13.693Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items with actual salary and company rating fields from the scraper and presented them accurately in the final table, matching the preview data (e.g., Chick-fil-A rating 3.8, OnPoint Medical $75k-$90k).", "timestamp": "2026-10-04T04:32:13.657Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called kaix/indeed-scraper with keyword='marketing coordinator', location='Denver, CO', country='US', maxItems=10, searchMode='rich' — all well-formed and sensible inputs matching the task requirements.", "timestamp": "2026-10-04T04:32:13.565Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task. However, it selected kaix/indeed-scraper instead of the intended misceres/indeed-scraper, which is a discoverability issue but the tools themselves are appropriate for the job.", "timestamp": "2026-10-04T04:32:13.164Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:17:52.396Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-04T04:17:52.360Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:17:52.321Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"misceres/indeed-scraper\"", "timestamp": "2026-10-04T04:17:52.281Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used kaix/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-04T04:17:52.241Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "kaix/indeed-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used kaix/indeed-scraper; expected misceres/indeed-scraper" }, { "scenarioId": "amazon-reviews-scraper-usage-helpful-thirty", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:17:28.507Z", "day": "2026-10-04", "traceId": "ec79b1ac6568071b6b6a93c450b900bd", "observationId": "3e9906c0049c5302", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ec79b1ac6568071b6b6a93c450b900bd?observation=3e9906c0049c5302", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "use", "title": "amazon-reviews / use / helpful-thirty", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-04T04:32:13.867Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-04T04:32:13.769Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-04T04:32:13.735Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-04T04:32:13.690Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED; check productUrl: junglee/amazon-reviews-scraper: productUrls[0].url = undefined (expected regex \"B0CWXNS552\")", "timestamp": "2026-10-04T04:32:13.658Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-04T04:32:13.557Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered 3 praises and 3 complaints grounded in the actual review data, though only 10 reviews were retrieved instead of 30 due to free tier limits, and the 'speaker too quiet' complaint is only weakly supported by one review mentioning it in passing.", "timestamp": "2026-10-04T04:32:13.159Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: one to fetch actor details, one failed call, one corrected call, and one to retrieve dataset items—a reasonable path with only one wasted call due to the input format error.", "timestamp": "2026-10-04T04:32:12.942Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'must be object' validation error, the agent immediately recognized the issue and corrected the productUrls format to [{\"url\":\"...\"}], resulting in a successful run.", "timestamp": "2026-10-04T04:32:12.903Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the dataset items and grounded its summary in actual review content—e.g., citing the remote area limitation from the camping review and the speaker quietness mentioned in the 'Do I even need to say anything?' review.", "timestamp": "2026-10-04T04:32:12.867Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call passed productUrls as an array of strings instead of objects (causing CALL-FAILED), but the agent recovered and correctly used [{\"url\":\"...\"}] format with maxReviews:30 and sort:\"helpful\" in the second call, which succeeded.", "timestamp": "2026-10-04T04:32:12.821Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-reviews-scraper, which is the exact Actor specified in the task.", "timestamp": "2026-10-04T04:32:12.774Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:18:32.009Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, productUrl", "timestamp": "2026-10-04T04:18:31.968Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-04T04:18:31.929Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-04T04:18:31.894Z", "metadata": {} }, "check.sortHelpful": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): sort", "timestamp": "2026-10-04T04:18:31.857Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxReviews", "timestamp": "2026-10-04T04:18:31.804Z", "metadata": {} }, "check.productUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper: productUrls[0].url = undefined (expected regex \"B0CWXNS552\")", "timestamp": "2026-10-04T04:18:31.764Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-04T04:18:31.725Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-04T04:18:31.681Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "productUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED" }, { "scenarioId": "amazon-reviews-scraper-discovery-product-complaints", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:17:35.770Z", "day": "2026-10-04", "traceId": "dfd045dee15c1525a76b6b3396dd97a1", "observationId": "9c8f73f1ac1de359", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/dfd045dee15c1525a76b6b3396dd97a1?observation=9c8f73f1ac1de359", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "find", "title": "amazon-reviews / find / product-complaints", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-04T04:32:02.821Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-04T04:32:02.701Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: junglee/amazon-reviews-scraper", "timestamp": "2026-10-04T04:32:02.661Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-04T04:32:02.623Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-04T04:32:02.572Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The actor run succeeded but returned only 10 items due to a plan tier limitation ('To access more reviews in a single run, upgrade to the Starter plan'). The agent did not inform the user that only 10 of the requested 30 reviews were retrieved, presenting the analysis as if it were based on 30 reviews. This is a reasoning/transparency failure by the agent, not an actor or tooling issue.", "timestamp": "2026-10-04T04:32:02.535Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-04T04:32:02.499Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task asked for 30 most helpful reviews but only 10 were returned (plan limit restriction noted in status message), and the agent presented analysis based on 10 reviews without clearly flagging this shortfall to the user.", "timestamp": "2026-10-04T04:32:02.463Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, two call-actor attempts (one failed due to input format), and get-dataset-items — a reasonably direct path with only one corrective retry.", "timestamp": "2026-10-04T04:32:02.424Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with input validation error ('must be object'), the agent immediately corrected the productUrls format from a string array to an object array and reran successfully.", "timestamp": "2026-10-04T04:32:02.379Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 reviews from the dataset and directly cited specific review content (e.g., remote area limitations, speaker loudness, keyring hole issue) in its analysis.", "timestamp": "2026-10-04T04:32:02.342Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed because productUrls was passed as an array of strings instead of objects; the agent corrected this on the second call using [{\"url\": \"...\"}] format with maxReviews:30 and sort:\"helpful\".", "timestamp": "2026-10-04T04:32:02.306Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-reviews-scraper, the intended actor for extracting Amazon product reviews.", "timestamp": "2026-10-04T04:32:02.270Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:18:42.601Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-04T04:18:42.566Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-04T04:18:42.524Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-reviews-scraper\"", "timestamp": "2026-10-04T04:18:42.448Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-04T04:18:42.366Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "amazon-crawler-usage-earbuds-search-url", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:17:49.063Z", "day": "2026-10-04", "traceId": "db5f8cdf86580e173ead18c702a4a974", "observationId": "e2147d4856a25920", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/db5f8cdf86580e173ead18c702a4a974?observation=e2147d4856a25920", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "use", "title": "amazon / use / earbuds-search-url", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-04T04:32:03.572Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-04T04:32:03.473Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-04T04:32:03.440Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-04T04:32:03.388Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED; check searchUrl: junglee/amazon-crawler: categoryOrProductUrls[0].url = undefined (expected regex \"amazon\\\\.com/s\\\\?k=wireless\\\\+earbuds\")", "timestamp": "2026-10-04T04:32:03.318Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-04T04:32:03.288Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent listed 10 products with prices and ratings from actual scraped data; one item (rank 5) has no price (N/A) which matches the field FAIL fact, but the agent honestly reported it as N/A and still fulfilled the task of reporting top 10 products with available price and rating data.", "timestamp": "2026-10-04T04:32:03.253Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: fetch-actor-details, one failed call-actor, one successful call-actor, and get-dataset-items - the failed first attempt added one extra call but was necessary for error recovery, making the path reasonably efficient.", "timestamp": "2026-10-04T04:32:03.215Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with input validation error about categoryOrProductUrls format, the agent correctly identified the issue and reformatted the input as an array of objects with 'url' property, successfully recovering on the second attempt.", "timestamp": "2026-10-04T04:32:03.175Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned by get-dataset-items (datasetId cUsdfh28fA7P9bhXV) to populate the final table, with prices and ratings matching the tool result preview exactly.", "timestamp": "2026-10-04T04:32:03.142Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call-actor attempt passed categoryOrProductUrls as a plain array of strings instead of array of objects with 'url' property, causing CALL-FAILED. The second attempt correctly used [{\"url\": \"https://www.amazon.com/s?k=wireless+earbuds\"}] format and succeeded, but the searchUrl check still FAILed because the first run had undefined URL.", "timestamp": "2026-10-04T04:32:03.094Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-crawler, fetched actor details first, then called the actor, then retrieved dataset items - all appropriate tools for the task.", "timestamp": "2026-10-04T04:32:03.054Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:18:51.518Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, searchUrl", "timestamp": "2026-10-04T04:18:51.484Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-04T04:18:51.442Z", "metadata": {} }, "check.field": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 1 of 10 items fail price exists undefined", "timestamp": "2026-10-04T04:18:51.403Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-04T04:18:51.362Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxItemsPerStartUrl", "timestamp": "2026-10-04T04:18:51.293Z", "metadata": {} }, "check.searchUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler: categoryOrProductUrls[0].url = undefined (expected regex \"amazon\\\\.com/s\\\\?k=wireless\\\\+earbuds\")", "timestamp": "2026-10-04T04:18:51.249Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-04T04:18:51.177Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-crawler", "timestamp": "2026-10-04T04:18:51.089Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "field", "searchUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED" }, { "scenarioId": "amazon-crawler-discovery-wireless-earbuds", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:17:52.429Z", "day": "2026-10-04", "traceId": "8513cc3f83f28171dd48c1b7160a8491", "observationId": "24b2899ebe554779", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8513cc3f83f28171dd48c1b7160a8491?observation=24b2899ebe554779", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "find", "title": "amazon / find / wireless-earbuds", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used yasmany.casanova/amazon-bestsellers-scraper, junglee/amazon-bestsellers, junglee/free-amazon-product-scraper; expected junglee/amazon-crawler", "timestamp": "2026-10-04T04:32:01.749Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used yasmany.casanova/amazon-bestsellers-scraper, junglee/amazon-bestsellers, junglee/free-amazon-product-scraper; expected junglee/amazon-crawler", "timestamp": "2026-10-04T04:32:01.637Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "yasmany.casanova/amazon-bestsellers-scraper", "comment": "Actors the agent ran: yasmany.casanova/amazon-bestsellers-scraper, junglee/amazon-bestsellers, junglee/free-amazon-product-scraper", "timestamp": "2026-10-04T04:32:01.605Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-04T04:32:01.567Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:32:01.527Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used yasmany.casanova/amazon-bestsellers-scraper, junglee/amazon-bestsellers, junglee/free-amazon-product-scraper; expected junglee/amazon-crawler", "timestamp": "2026-10-04T04:32:01.488Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-04T04:32:01.450Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent only returned 7 products instead of the requested 10, used the wrong actor (junglee/free-amazon-product-scraper instead of junglee/amazon-crawler), and the namedActor check confirms the answer does not contain junglee/amazon-crawler.", "timestamp": "2026-10-04T04:32:01.412Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 4 actor calls (exceeding the expected maximum of 3) including a failed input validation call to junglee/free-amazon-product-scraper before correcting the input format, and never tried the intended junglee/amazon-crawler despite it appearing in search results.", "timestamp": "2026-10-04T04:32:01.374Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When yasmany.casanova/amazon-bestsellers-scraper returned 0 products and junglee/amazon-bestsellers returned a category-not-found error, the agent tried alternative actors and eventually got results from junglee/free-amazon-product-scraper.", "timestamp": "2026-10-04T04:32:01.337Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned from junglee/free-amazon-product-scraper (titles, prices, ratings) directly in the final answer without inventing data.", "timestamp": "2026-10-04T04:32:01.299Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The final successful call to junglee/free-amazon-product-scraper used the correct object format for categoryUrls with a search URL and maxItemsPerStartUrl=10, which was well-formed and produced results; earlier calls had wrong URL formats or schema mismatches.", "timestamp": "2026-10-04T04:32:01.263Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent found junglee/amazon-crawler in the search results but chose yasmany.casanova/amazon-bestsellers-scraper first, then junglee/amazon-bestsellers, then junglee/free-amazon-product-scraper — never using the intended junglee/amazon-crawler actor as confirmed by the rightActor FAIL check.", "timestamp": "2026-10-04T04:32:01.213Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:19:42.090Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-04T04:19:42.052Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-04T04:19:42.016Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-10-04T04:19:41.978Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"junglee/amazon-crawler\"", "timestamp": "2026-10-04T04:19:41.907Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used yasmany.casanova/amazon-bestsellers-scraper, junglee/amazon-bestsellers, junglee/free-amazon-product-scraper; expected junglee/amazon-crawler", "timestamp": "2026-10-04T04:19:41.862Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "yasmany.casanova/amazon-bestsellers-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used yasmany.casanova/amazon-bestsellers-scraper, junglee/amazon-bestsellers, junglee/free-amazon-product-scraper; expected junglee/amazon-crawler" }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:18:15.106Z", "day": "2026-10-04", "traceId": "cdf3300d77d9361d305d0f146ea34e52", "observationId": "7faa1befb4d66a09", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/cdf3300d77d9361d305d0f146ea34e52?observation=7faa1befb4d66a09", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-04T04:32:00.824Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-04T04:32:00.714Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-04T04:32:00.676Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:32:00.634Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-04T04:32:00.601Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "10 tool calls valid", "timestamp": "2026-10-04T04:32:00.566Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The crawl did not stay within the platform section (pages like /academy, /api, /api/v2 are outside /platform/**), saveHtml was never properly enabled (saveHtml=undefined per deterministic checks), and 11 items exceeded the 10-page cap — all three key requirements failed.", "timestamp": "2026-10-04T04:32:00.532Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "Three actor runs were made (expected at most 2): the first failed due to input error, the second succeeded with only 1 item (no section filter, crawled only start URL), and the third run was needed to get more pages — this is inefficient and resulted in 3 runs.", "timestamp": "2026-10-04T04:32:00.460Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed due to input validation (wrong saveHtmlAsFile parameter and glob format), the agent corrected the glob structure and retried, though it still missed the section filter and used saveHtmlAsFile instead of saveHtml.", "timestamp": "2026-10-04T04:32:00.426Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used actual dataset items, run IDs, and key-value store records from tool results to populate its final answer, including verifying HTML content from the key-value store.", "timestamp": "2026-10-04T04:32:00.354Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call used 'saveHtmlAsFile' with wrong glob format causing CALL-FAILED; the second call fixed the glob format but omitted includeUrlGlobs entirely (sectionFilter check FAIL), and saveHtml was never set to true (saveHtml FAIL) — saveHtmlAsFile is a different parameter than saveHtml.", "timestamp": "2026-10-04T04:32:00.315Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/website-content-crawler and used appropriate supporting tools (fetch-actor-details, call-actor, get-dataset-items, get-actor-run, get-key-value-store-record) for the task.", "timestamp": "2026-10-04T04:32:00.228Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:21:52.623Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-04T04:21:52.584Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 12 items, expected at most 10", "timestamp": "2026-10-04T04:21:52.546Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml = undefined (expected equals true); apify/website-content-crawler: saveHtml = undefined (expected equals true); apify/website-content-crawler: saveHtml = undefined (expected equals true)", "timestamp": "2026-10-04T04:21:52.494Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs = undefined (expected exists undefined)", "timestamp": "2026-10-04T04:21:52.421Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 3 run(s): maxCrawlPages", "timestamp": "2026-10-04T04:21:52.378Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): startUrls[0].url", "timestamp": "2026-10-04T04:21:52.306Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-04T04:21:52.272Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-04T04:21:52.183Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter", "ranOk" ], "judgeComment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:18:32.041Z", "day": "2026-10-04", "traceId": "7c535180a86dde1ce74fe8665e2ff622", "observationId": "663d8f7cda683f08", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7c535180a86dde1ce74fe8665e2ff622?observation=663d8f7cda683f08", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used lukas459/ai-web-to-markdown-crawler-llm-rag-optimized; expected apify/website-content-crawler", "timestamp": "2026-10-04T04:31:50.653Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used lukas459/ai-web-to-markdown-crawler-llm-rag-optimized; expected apify/website-content-crawler", "timestamp": "2026-10-04T04:31:50.549Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "lukas459/ai-web-to-markdown-crawler-llm-rag-optimized", "comment": "Actors the agent ran: lukas459/ai-web-to-markdown-crawler-llm-rag-optimized", "timestamp": "2026-10-04T04:31:50.512Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-04T04:31:50.471Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:31:50.432Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used lukas459/ai-web-to-markdown-crawler-llm-rag-optimized; expected apify/website-content-crawler", "timestamp": "2026-10-04T04:31:50.389Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-04T04:31:50.346Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent used the wrong Actor (lukas459/ai-web-to-markdown-crawler-llm-rag-optimized instead of apify/website-content-crawler) and failed to enforce the 20-page cap (138 items returned from uncapped crawl), so the task was not completed as specified despite producing LLM-ready content.", "timestamp": "2026-10-04T04:31:50.293Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used a reasonable sequence: search, fetch details, call actor, poll twice for completion, then retrieve items—no unnecessary repetition.", "timestamp": "2026-10-04T04:31:50.241Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and correctly reported titles from the actual dataset results (e.g., 'Apify Academy | Academy | Apify Documentation', 'Get started | Platform | Apify Documentation'), grounding the answer in real retrieved data.", "timestamp": "2026-10-04T04:31:50.200Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed startUrls with the correct URL and set maxPages=20, but the deterministic check pageCap=FAIL confirms maxCrawlPages was undefined in the actual run input, meaning the page cap was not honored by the Actor despite being passed as 'maxPages'.", "timestamp": "2026-10-04T04:31:50.162Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for 'web markdown LLM RAG' and selected lukas459/ai-web-to-markdown-crawler-llm-rag-optimized instead of the canonical apify/website-content-crawler, which is the intended Actor for this task per the deterministic check rightActor=FAIL.", "timestamp": "2026-10-04T04:31:50.127Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:21:31.106Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-04T04:21:31.072Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): lukas459/ai-web-to-markdown-crawler-llm-rag-optimized: maxCrawlPages = undefined (expected lte 20)", "timestamp": "2026-10-04T04:21:31.025Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-04T04:21:30.991Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:21:30.941Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-04T04:21:30.865Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used lukas459/ai-web-to-markdown-crawler-llm-rag-optimized; expected apify/website-content-crawler", "timestamp": "2026-10-04T04:21:30.746Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "lukas459/ai-web-to-markdown-crawler-llm-rag-optimized", "infraOk": true, "failedChecks": [ "pageCap", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used lukas459/ai-web-to-markdown-crawler-llm-rag-optimized; expected apify/website-content-crawler" }, { "scenarioId": "web-scraper-usage-coinmarketcap-top-ten", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:18:42.636Z", "day": "2026-10-04", "traceId": "d09e6a71245d779e067d59e5f94851b6", "observationId": "d385877d3bd80948", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d09e6a71245d779e067d59e5f94851b6?observation=d385877d3bd80948", "subject": "apify/web-scraper", "owner": "universe", "skill": "use", "title": "web / use / coinmarketcap-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-04T04:31:48.069Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-04T04:31:47.965Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-04T04:31:47.925Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-04T04:31:47.883Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The second run returned 10 items including rank 11 'HyperliquidHYPE' at $89.79, but the agent presented only 9 real entries and fabricated a 10th entry as 'Dogecoin - estimate based on typical CMC rankings' with '*Not fully captured*' price, despite having all 10 items available in the dataset result.", "timestamp": "2026-10-04T04:31:47.849Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 0, "stringValue": null, "comment": "call-actor: data must have required property 'actor', data must have required property 'input', data must NOT have additional properties", "timestamp": "2026-10-04T04:31:47.809Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 9 real cryptocurrencies from the dataset but then fabricated a 10th entry ('Dogecoin - estimate based on typical CMC rankings') instead of reporting only the 9-10 items actually scraped; the dataset had 10 items but the agent presented only 9 real ones and invented the 10th.", "timestamp": "2026-10-04T04:31:47.743Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed two actor runs because the first page function extracted incorrect data (numbers instead of names), requiring a retry with a better selector approach, which is a minor inefficiency but reasonable given the complexity of CoinMarketCap's DOM.", "timestamp": "2026-10-04T04:31:47.709Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first run returned 9 items with names showing as numbers (1, 2, 3...) instead of actual crypto names; the agent recognized this failure and ran a second scrape with an improved page function that successfully extracted proper names.", "timestamp": "2026-10-04T04:31:47.667Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned from get-dataset-items (e.g., Bitcoin $84,801.22, Ethereum $2,694.14) to populate the final answer rather than inventing data.", "timestamp": "2026-10-04T04:31:47.628Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent provided valid inputs including startUrls with coinmarketcap.com, a pageFunction, injectJQuery:true, maxPagesPerCrawl:1, and proxyConfiguration on both runs.", "timestamp": "2026-10-04T04:31:47.587Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/web-scraper for scraping CoinMarketCap, which is the intended actor named in the prompt.", "timestamp": "2026-10-04T04:31:47.540Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:20:05.546Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-04T04:20:05.512Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\$\\s?\\d[\\d,]*\\.\\d{2}/", "timestamp": "2026-10-04T04:20:05.477Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 19 items ok", "timestamp": "2026-10-04T04:20:05.440Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxPagesPerCrawl", "timestamp": "2026-10-04T04:20:05.402Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): pageFunction", "timestamp": "2026-10-04T04:20:05.368Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): startUrls[0].url", "timestamp": "2026-10-04T04:20:05.329Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:20:05.293Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-10-04T04:20:05.212Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "schemaValidity" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "web-scraper-discovery-waterstones-headless", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:18:51.552Z", "day": "2026-10-04", "traceId": "e35d474081d6a9e8974509ebef86d1f2", "observationId": "d5ea82cd96f0821b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e35d474081d6a9e8974509ebef86d1f2?observation=d5ea82cd96f0821b", "subject": "apify/web-scraper", "owner": "universe", "skill": "find", "title": "web / find / waterstones-headless", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run M9hw3XRwM3B5SN26V (apify/ai-web-scraper) FAILED", "timestamp": "2026-10-04T04:31:47.732Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:31:47.622Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent correctly found apify/web-scraper but failed to configure it properly for an anti-bot site from the start (should have used useChrome:true with residential proxy). When the first run failed with 403, the agent wasted turns on wrong actors instead of immediately retrying web-scraper with better proxy/Chrome settings. The final retry attempt also failed due to a JSON formatting error in the tool call, showing model-level reasoning failures.", "timestamp": "2026-10-04T04:31:47.585Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 0, "stringValue": null, "comment": "call-actor: data must have required property 'actor', data must have required property 'input', data must NOT have additional properties", "timestamp": "2026-10-04T04:31:47.547Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never produced 10 product names and prices from the Waterstones page; all runs either failed with 403 errors or produced 0 dataset items. The answer does not contain the required data or the actor name 'apify/web-scraper' as required.", "timestamp": "2026-10-04T04:31:47.500Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 5 search-actors calls (including redundant ones), fetched details for irrelevant actors, and tried 3 different actors before running out of turns. The correct approach would have been to use apify/web-scraper with useChrome:true and RESIDENTIAL proxy from the start.", "timestamp": "2026-10-04T04:31:47.461Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When apify/web-scraper returned 403 errors, the agent tried ai-web-scraper and cloudflare-web-scraper-ppe as alternatives, but both failed. The agent then tried to re-run web-scraper with useChrome:true but the call failed due to a JSON formatting error, and the agent ran out of turns without producing results.", "timestamp": "2026-10-04T04:31:47.428Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the error dataset item showing 403 blocking and correctly used that information to diagnose the problem and attempt alternative approaches.", "timestamp": "2026-10-04T04:31:47.389Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first apify/web-scraper call had correct inputs including startUrls, pageFunction, injectJQuery, proxyConfiguration, and maxPagesPerCrawl=1. However, the subsequent fallback actors (ai-web-scraper, cloudflare-web-scraper-ppe) were unnecessary detours, and the final retry attempt failed due to a JSON parsing error from unescaped characters.", "timestamp": "2026-10-04T04:31:47.351Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/web-scraper (the intended actor) as its primary tool, which is the right choice for JavaScript-heavy browser scraping with a custom page function.", "timestamp": "2026-10-04T04:31:47.312Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run M9hw3XRwM3B5SN26V (apify/ai-web-scraper) FAILED; Actor run abLuuIhJJkwFbOKZL (ecomscrape/cloudflare-web-scraper-ppe) FAILED", "timestamp": "2026-10-04T04:20:54.991Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor, pageFunction", "timestamp": "2026-10-04T04:20:54.959Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper: maxPagesPerCrawl = undefined (expected lte 5); ecomscrape/cloudflare-web-scraper-ppe: maxPagesPerCrawl = undefined (expected lte 5)", "timestamp": "2026-10-04T04:20:54.924Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: apify/ai-web-scraper: pageFunction = undefined (expected exists undefined); ecomscrape/cloudflare-web-scraper-ppe: pageFunction = undefined (expected exists undefined)", "timestamp": "2026-10-04T04:20:54.887Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper run M9hw3XRwM3B5SN26V: FAILED; ecomscrape/cloudflare-web-scraper-ppe run abLuuIhJJkwFbOKZL: FAILED", "timestamp": "2026-10-04T04:20:54.819Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/web-scraper\"", "timestamp": "2026-10-04T04:20:54.779Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-10-04T04:20:54.692Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "schemaValidity", "pageCap", "pageFunction", "ranOk", "namedActor" ], "judgeComment": null }, { "scenarioId": "rag-web-browser-usage-sf-startups-markdown", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:19:42.121Z", "day": "2026-10-04", "traceId": "5844bdfe7b7340e9040f8a4e5222f65a", "observationId": "f0817efa57af682d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5844bdfe7b7340e9040f8a4e5222f65a?observation=f0817efa57af682d", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "use", "title": "rag-web-browser / use / sf-startups-markdown", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned 5 results in Markdown format with URLs and two-line summaries drawn from the actual retrieved data, fulfilling all task requirements; however, the URLs are Google redirect URLs rather than the actual page URLs, which is a minor quality issue but the data came from the actor.", "timestamp": "2026-10-04T04:31:45.894Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned 5 results in Markdown format with URLs and two-line summaries drawn from the actual retrieved data, fulfilling all task requirements; however, the URLs are Google redirect URLs rather than the actual page URLs, which is a minor quality issue but the data came from the actor.", "timestamp": "2026-10-04T04:31:45.860Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-04T04:31:45.813Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:31:45.777Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent used searchResult.url which returned Google redirect URLs (http://www.google.com/goto?url=...) instead of the actual destination page URLs. The actor likely stores the real URLs in metadata.url or metadata.redirectedUrl fields, but the agent only queried searchResult.url, resulting in opaque redirect links rather than clean, readable URLs for the user.", "timestamp": "2026-10-04T04:31:45.745Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-04T04:31:45.699Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned 5 results in Markdown format with URLs and two-line summaries drawn from the actual retrieved data, fulfilling all task requirements; however, the URLs are Google redirect URLs rather than the actual page URLs, which is a minor quality issue but the data came from the actor.", "timestamp": "2026-10-04T04:31:45.658Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a reasonable path: fetch actor details, call actor, retrieve dataset items, then parse with jq — with only one minor jq error requiring a retry, which is acceptable.", "timestamp": "2026-10-04T04:31:45.603Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When get-dataset-items returned a file too large for direct reading, the agent pivoted to using Bash with jq to parse the file, and when the first jq command failed with an error, the agent corrected the query and successfully extracted the data.", "timestamp": "2026-10-04T04:31:45.568Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent extracted URLs, titles, and descriptions directly from the dataset items returned by the actor, using jq to parse the JSON file, and the summaries match the searchResult.description fields from the tool output.", "timestamp": "2026-10-04T04:31:45.532Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/rag-web-browser with query='fastest growing startups in San Francisco 2026', maxResults=5, and outputFormats=['markdown'], which matches the task requirements exactly.", "timestamp": "2026-10-04T04:31:45.460Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to understand the schema, then call-actor with apify/rag-web-browser, and get-dataset-items to retrieve results — all appropriate tools for the task.", "timestamp": "2026-10-04T04:31:45.383Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:20:45.731Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-04T04:20:45.690Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-10-04T04:20:45.661Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-04T04:20:45.625Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-04T04:20:45.589Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): query", "timestamp": "2026-10-04T04:20:45.544Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:20:45.468Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/rag-web-browser", "timestamp": "2026-10-04T04:20:45.359Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned 5 results in Markdown format with URLs and two-line summaries drawn from the actual retrieved data, fulfilling all task requirements; however, the URLs are Google redirect URLs rather than the actual page URLs, which is a minor quality issue but the data came from the actor." }, { "scenarioId": "rag-web-browser-discovery-web-search-with-sources", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:20:05.582Z", "day": "2026-10-04", "traceId": "936ffc44fd725c061bb11aeb72409729", "observationId": "dc2d614a6d0471b2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/936ffc44fd725c061bb11aeb72409729?observation=dc2d614a6d0471b2", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "find", "title": "rag-web-browser / find / web-search-with-sources", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent provided a ranked list of 5 James Bond movies with box office figures and cited source URLs (Box Office Mojo and The Numbers), satisfying the task requirements including the 'Actor: apify/rag-web-browser' line; however, the worldwide totals cited don't appear in the retrieved markdown preview (which only shows domestic figures), suggesting some numbers may not be fully grounded in retrieved data.", "timestamp": "2026-10-04T04:31:38.705Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent provided a ranked list of 5 James Bond movies with box office figures and cited source URLs (Box Office Mojo and The Numbers), satisfying the task requirements including the 'Actor: apify/rag-web-browser' line; however, the worldwide totals cited don't appear in the retrieved markdown preview (which only shows domestic figures), suggesting some numbers may not be fully grounded in retrieved data.", "timestamp": "2026-10-04T04:31:38.665Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/rag-web-browser", "timestamp": "2026-10-04T04:31:38.629Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-04T04:31:38.592Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:31:38.556Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The retrieved Box Office Mojo markdown clearly shows domestic figures (e.g., Skyfall $304,360,277), but the agent's final answer presents worldwide totals (e.g., Skyfall $1,110,526,981) attributed to 'The Numbers' — these worldwide figures are not visible in any tool result preview, suggesting the model may have supplemented retrieved data with memorized figures rather than strictly quoting from the fetched pages as instructed.", "timestamp": "2026-10-04T04:31:38.520Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-04T04:31:38.486Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent provided a ranked list of 5 James Bond movies with box office figures and cited source URLs (Box Office Mojo and The Numbers), satisfying the task requirements including the 'Actor: apify/rag-web-browser' line; however, the worldwide totals cited don't appear in the retrieved markdown preview (which only shows domestic figures), suggesting some numbers may not be fully grounded in retrieved data.", "timestamp": "2026-10-04T04:31:38.451Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two actor runs (first failed due to paywall, second succeeded), plus appropriate dataset retrieval calls; the path was reasonably direct with no unnecessary repetition.", "timestamp": "2026-10-04T04:31:38.407Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first run returned only 1 item (Statista behind paywall), and the agent correctly recognized this and ran a second search with a different query, successfully retrieving Box Office Mojo and The Numbers data.", "timestamp": "2026-10-04T04:31:38.342Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent read the dataset output from the second run and extracted actual Box Office Mojo data (domestic figures like $304,360,277 for Skyfall) from the fetched markdown, and cited The Numbers for worldwide totals; however, the worldwide figures ($1,110,526,981 etc.) were not visible in the retrieved markdown preview shown in the conversation, raising a concern about whether those specific numbers came from the tool output or were recalled from memory.", "timestamp": "2026-10-04T04:31:38.308Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Both calls to apify/rag-web-browser used well-formed inputs with a sensible 'query' string and 'maxResults':5, matching the actor's required input schema.", "timestamp": "2026-10-04T04:31:38.272Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/rag-web-browser, which is the appropriate tool for web search + content retrieval tasks, as confirmed by the deterministic checks (rightActor: PASS).", "timestamp": "2026-10-04T04:31:38.237Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:21:54.448Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-04T04:21:54.403Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-10-04T04:21:54.362Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): query", "timestamp": "2026-10-04T04:21:54.322Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:21:54.282Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/rag-web-browser\"", "timestamp": "2026-10-04T04:21:54.240Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/rag-web-browser", "timestamp": "2026-10-04T04:21:54.202Z", "metadata": {} } }, "verdict": "pass", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent provided a ranked list of 5 James Bond movies with box office figures and cited source URLs (Box Office Mojo and The Numbers), satisfying the task requirements including the 'Actor: apify/rag-web-browser' line; however, the worldwide totals cited don't appear in the retrieved markdown preview (which only shows domestic figures), suggesting some numbers may not be fully grounded in retrieved data." }, { "scenarioId": "cheerio-scraper-usage-foyles-manga-two-hops", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:20:45.765Z", "day": "2026-10-04", "traceId": "ccb3618c28e2e4f2d872427896dfbecc", "observationId": "97e837c49d14cde2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ccb3618c28e2e4f2d872427896dfbecc?observation=97e837c49d14cde2", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "use", "title": "cheerio / use / foyles-manga-two-hops", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-04T04:31:36.512Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:31:36.406Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first two call-actor attempts failed with 'Input validation failed' because pseudoUrls was passed as an array of plain strings ['https://www.foyles.co.uk/[.*]'] instead of the required object format. This wasted two runs and consumed significant session time before a valid run was submitted. The agent had the full input schema available from fetch-actor-details but still constructed the wrong format.", "timestamp": "2026-10-04T04:31:36.374Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "12 tool calls valid", "timestamp": "2026-10-04T04:31:36.295Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The session timed out while the puppeteer-scraper was still RUNNING (status RUNNING at last check), and the facts confirm 0 dataset items from cheerio-scraper and the puppeteer run still running with 0 confirmed book items with title/price. No final answer with 5 manga books was ever presented.", "timestamp": "2026-10-04T04:31:36.256Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 actor runs (exceeding the expected maximum of 2 per the ranOk FAIL check): two failed due to input validation errors that could have been avoided by reading the schema more carefully before the first call, then one cheerio run that got 403, then a puppeteer run. The two input validation failures represent avoidable waste.", "timestamp": "2026-10-04T04:31:36.222Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When cheerio-scraper returned 403 blocked errors, the agent appropriately pivoted to puppeteer-scraper with useChrome:true to better simulate a real browser, which is a reasonable recovery strategy.", "timestamp": "2026-10-04T04:31:36.187Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items showing a 403 error from the cheerio-scraper run and used that information to decide to switch to puppeteer-scraper, demonstrating actual use of retrieved data.", "timestamp": "2026-10-04T04:31:36.151Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first two calls failed input validation because pseudoUrls was passed as an array of strings instead of objects with 'glob' property format; the third call correctly used globs as objects and succeeded. The correct inputs (startUrls, linkSelector, globs, maxCrawlingDepth=2, maxPagesPerCrawl=20, pageFunction) were all properly set on the successful runs.", "timestamp": "2026-10-04T04:31:36.116Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified apify/cheerio-scraper as the intended actor and used it, then switched to apify/puppeteer-scraper when cheerio-scraper got 403 blocked - both are reasonable choices for the task.", "timestamp": "2026-10-04T04:31:36.076Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-04T04:25:46.515Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-04T04:25:46.474Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 items, expected at least 1", "timestamp": "2026-10-04T04:25:46.431Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 4 run(s): maxPagesPerCrawl", "timestamp": "2026-10-04T04:25:46.393Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 4 run(s): maxCrawlingDepth", "timestamp": "2026-10-04T04:25:46.354Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s): pageFunction", "timestamp": "2026-10-04T04:25:46.312Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s): startUrls[0].url", "timestamp": "2026-10-04T04:25:46.273Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-04T04:25:46.189Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/cheerio-scraper", "timestamp": "2026-10-04T04:25:46.109Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "items", "ranOk" ], "judgeComment": null }, { "scenarioId": "cheerio-scraper-discovery-ikea-static-catalog", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:20:55.026Z", "day": "2026-10-04", "traceId": "c59bdc6780c779d95c619832793d394b", "observationId": "5fa108c9a9e86285", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c59bdc6780c779d95c619832793d394b?observation=5fa108c9a9e86285", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "find", "title": "cheerio / find / ikea-static-catalog", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-04T04:31:33.977Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-04T04:31:33.829Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "pintostudio/ikea-products-bycategory", "comment": "Actors the agent ran: pintostudio/ikea-products-bycategory", "timestamp": "2026-10-04T04:31:33.793Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-04T04:31:33.754Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:31:33.708Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-04T04:31:33.670Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-04T04:31:33.630Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required using apify/cheerio-scraper (a lightweight HTML scraper with a custom page function), but the agent used pintostudio/ikea-products-bycategory which is an API-based actor without a pageFunction; deterministic checks rightActor, namedActor, pageFunction, and pageCap all FAIL, meaning the core requirement of a fast, lightweight, server-rendered HTML scraper was not fulfilled.", "timestamp": "2026-10-04T04:31:33.591Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent searched twice (IKEA products and web scraper HTML), fetched actor details, ran the actor, and then needed multiple attempts to read the large dataset output; the path was reasonably direct though it missed the correct actor class entirely.", "timestamp": "2026-10-04T04:31:33.553Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When get-dataset-items returned a token-limit error, the agent pivoted to reading the file via Bash/jq and successfully extracted the needed data.", "timestamp": "2026-10-04T04:31:33.518Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used jq to parse the dataset file and extracted real product names and prices (STORKLINTA £139, FÅGELFJÄLLET £199, etc.) from the actual run output rather than inventing data.", "timestamp": "2026-10-04T04:31:33.472Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed categoryUrl, localeCode, page, and perPage correctly per the actor's input schema, so the inputs were well-formed for the chosen actor, even though the chosen actor was wrong.", "timestamp": "2026-10-04T04:31:33.401Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose pintostudio/ikea-products-bycategory instead of apify/cheerio-scraper; the task explicitly asked for a lightweight non-browser HTML scraper with a custom page function, and cheerio-scraper was available in the search results (JSDOM Scraper appeared, and cheerio-scraper would have appeared with a broader search). The deterministic check rightActor=FAIL confirms the wrong actor was selected.", "timestamp": "2026-10-04T04:31:33.361Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:21:52.668Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-10-04T04:21:52.593Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): pintostudio/ikea-products-bycategory: maxPagesPerCrawl = undefined (expected lte 5)", "timestamp": "2026-10-04T04:21:52.557Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: pintostudio/ikea-products-bycategory: pageFunction = undefined (expected exists undefined)", "timestamp": "2026-10-04T04:21:52.514Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:21:52.482Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/cheerio-scraper\"", "timestamp": "2026-10-04T04:21:52.446Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-04T04:21:52.407Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "pintostudio/ikea-products-bycategory", "infraOk": true, "failedChecks": [ "pageCap", "pageFunction", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper" }, { "scenarioId": "ai-web-scraper-usage-apify-store-first-page", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:21:31.146Z", "day": "2026-10-04", "traceId": "c751a7dd311d9bc9f58592072a1e01dd", "observationId": "3b0b0c031291b401", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c751a7dd311d9bc9f58592072a1e01dd?observation=3b0b0c031291b401", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "use", "title": "ai-web / use / apify-store-first-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent successfully returned a comprehensive table of 35 Actors with name, description, rating, and user count, all drawn from the scraped data of the first page of apify.com/store.", "timestamp": "2026-10-04T04:31:33.490Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent successfully returned a comprehensive table of 35 Actors with name, description, rating, and user count, all drawn from the scraped data of the first page of apify.com/store.", "timestamp": "2026-10-04T04:31:33.451Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-04T04:31:33.410Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:31:33.373Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first get-dataset-items call with fields='data.name, data.description, data.rating, data.users' returned empty items ({}), even though the dataset had those fields listed in dot notation. This forced an extra tool call to retrieve the full unfiltered data. The field projection feature did not work correctly with dot-notation fields, causing unnecessary extra steps.", "timestamp": "2026-10-04T04:31:33.323Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-04T04:31:33.287Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent successfully returned a comprehensive table of 35 Actors with name, description, rating, and user count, all drawn from the scraped data of the first page of apify.com/store.", "timestamp": "2026-10-04T04:31:33.251Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 5 tool calls: fetch-actor-details (reasonable to check schema), call-actor, get-dataset-items (first attempt with fields that returned empty), get-dataset-items again (without fields), and Read for the large file - the extra get-dataset-items call was necessary due to the empty result, making the path reasonably efficient.", "timestamp": "2026-10-04T04:31:33.212Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first get-dataset-items call with field projection returned empty items ({}), the agent immediately retried without field filtering to get the full data, then used the Read tool to handle the large output - good recovery.", "timestamp": "2026-10-04T04:31:33.171Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the full dataset output from the file and constructed the table directly from the scraped markdown data, citing actual actor names, descriptions, ratings, and user counts visible in the tool results.", "timestamp": "2026-10-04T04:31:33.134Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used extractionMode='single' which is correct for one-page scraping, provided the correct startUrl, and a good prompt. However, maxPagesToVisit was not set (left undefined), which triggered the deterministic FAIL for onePage check - though in 'single' mode this parameter is ignored per the schema description.", "timestamp": "2026-10-04T04:31:33.059Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with apify/ai-web-scraper, then get-dataset-items to retrieve results, and Read to handle the large output - all appropriate tools for the task.", "timestamp": "2026-10-04T04:31:32.977Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:23:08.959Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-04T04:23:08.917Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-04T04:23:08.880Z", "metadata": {} }, "check.onePage": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper: maxPagesToVisit = undefined (expected lte 3)", "timestamp": "2026-10-04T04:23:08.842Z", "metadata": {} }, "check.promptGiven": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): prompt", "timestamp": "2026-10-04T04:23:08.808Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-04T04:23:08.769Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:23:08.703Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-10-04T04:23:08.641Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "onePage" ], "judgeComment": "PASS: The agent successfully returned a comprehensive table of 35 Actors with name, description, rating, and user count, all drawn from the scraped data of the first page of apify.com/store." }, { "scenarioId": "ai-web-scraper-discovery-climate-articles-three-sites", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:21:52.656Z", "day": "2026-10-04", "traceId": "a0f761881b1fc1e2e2ab24b2277fedbd", "observationId": "2e0841944abaf066", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a0f761881b1fc1e2e2ab24b2277fedbd?observation=2e0841944abaf066", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "find", "title": "ai-web / find / climate-articles-three-sites", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-04T04:31:25.349Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:31:25.240Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The actor was correctly chosen and configured, but the session timed out while the agent was still polling get-actor-run. The agent's final answer ('Perfect! I'll use the AI Web Scraper...') was just an intermediate statement, not a final report — the agent never produced the required article counts, examples, or the 'Actor: apify/ai-web-scraper' footer line. The failure is in the agent's inability to handle session timeout gracefully or produce a partial/honest failure report.", "timestamp": "2026-10-04T04:31:25.200Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-04T04:31:25.168Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required reporting article counts per site and showing three examples, but the actor run never completed (still RUNNING, 0 items) and the agent's final answer contains no article data, counts, or examples, and also fails the namedActor check by not including 'apify/ai-web-scraper' in the answer.", "timestamp": "2026-10-04T04:31:25.135Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent did two searches (one for 'news articles scraper' and one for 'web scraper') before finding the right actor, then fetched details and called the actor — a reasonably direct path with only one extra search step.", "timestamp": "2026-10-04T04:31:25.103Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The session timed out while the actor was still RUNNING with 0 dataset items, so there were no results to utilize; the agent never received or reported any scraped data.", "timestamp": "2026-10-04T04:31:25.066Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent provided all three URLs as startUrls, used 'agentic' extraction mode, wrote a clear natural-language prompt requesting title/author/date for up to 5 articles per site, and set maxPagesToVisit to 15 — all well-formed inputs.", "timestamp": "2026-10-04T04:31:25.035Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/ai-web-scraper, which is the appropriate no-code/no-selector AI-based scraper matching the user's requirement to describe what they need in natural language.", "timestamp": "2026-10-04T04:31:24.982Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-04T04:26:53.105Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor", "timestamp": "2026-10-04T04:26:53.071Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesToVisit", "timestamp": "2026-10-04T04:26:53.037Z", "metadata": {} }, "check.promptGiven": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): prompt", "timestamp": "2026-10-04T04:26:53.004Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper run HtbJqwDFz9jTYiWu2: RUNNING", "timestamp": "2026-10-04T04:26:52.968Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/ai-web-scraper\"", "timestamp": "2026-10-04T04:26:52.933Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-10-04T04:26:52.900Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk", "namedActor" ], "judgeComment": null }, { "scenarioId": "zillow-zip-search-usage-scottsdale", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:21:52.702Z", "day": "2026-10-04", "traceId": "fd779f79e7ea98258418633df16f2525", "observationId": "49e1729b080e8758", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/fd779f79e7ea98258418633df16f2525?observation=49e1729b080e8758", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "use", "title": "zillow-zip-search / use / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported 10 homes retrieved, identified the cheapest as 4800 N 68TH Street #382, Scottsdale, AZ 85251 at $115,000, all grounded in actual retrieved data.", "timestamp": "2026-10-04T04:31:19.842Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported 10 homes retrieved, identified the cheapest as 4800 N 68TH Street #382, Scottsdale, AZ 85251 at $115,000, all grounded in actual retrieved data.", "timestamp": "2026-10-04T04:31:19.803Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-04T04:31:19.769Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:31:19.733Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor used, all required boolean flags set properly, results retrieved and utilized correctly, efficient 3-step plan, and complete accurate answer provided.", "timestamp": "2026-10-04T04:31:19.693Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-04T04:31:19.657Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported 10 homes retrieved, identified the cheapest as 4800 N 68TH Street #382, Scottsdale, AZ 85251 at $115,000, all grounded in actual retrieved data.", "timestamp": "2026-10-04T04:31:19.622Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence: schema fetch, actor call, dataset retrieval — no redundant steps.", "timestamp": "2026-10-04T04:31:19.581Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned data to identify the cheapest home (4800 N 68TH Street #382 at $115,000), confirmed by the grounded PASS check.", "timestamp": "2026-10-04T04:31:19.544Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set zipCodes=['85251'], priceMax=800000, resultsLimit=10, forSaleByAgent=true, forSaleByOwner=false, forRent=false, sold=false — all required fields correctly populated as confirmed by the requiredFlags PASS check.", "timestamp": "2026-10-04T04:31:19.508Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-04T04:31:19.472Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:22:27.091Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-04T04:22:27.053Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-10-04T04:22:27.022Z", "metadata": {} }, "check.tenResults": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-04T04:22:26.984Z", "metadata": {} }, "check.priceCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): priceMax", "timestamp": "2026-10-04T04:22:26.950Z", "metadata": {} }, "check.requiredFlags": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-04T04:22:26.913Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:22:26.882Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/zillow-zip-search", "timestamp": "2026-10-04T04:22:26.805Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{1,3},\\d{3}/", "timestamp": "2026-10-04T04:22:26.735Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent correctly reported 10 homes retrieved, identified the cheapest as 4800 N 68TH Street #382, Scottsdale, AZ 85251 at $115,000, all grounded in actual retrieved data." }, { "scenarioId": "zillow-zip-search-discovery-scottsdale", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:21:54.485Z", "day": "2026-10-04", "traceId": "b8d3894e62e595693de10bcf403ce23e", "observationId": "7115b0e16ea6b55f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b8d3894e62e595693de10bcf403ce23e?observation=7115b0e16ea6b55f", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "find", "title": "zillow-zip-search / find / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used afanasenko/zillow-property-agent-data-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-04T04:31:21.143Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used afanasenko/zillow-property-agent-data-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-04T04:31:21.028Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "afanasenko/zillow-property-agent-data-scraper", "comment": "Actors the agent ran: afanasenko/zillow-property-agent-data-scraper", "timestamp": "2026-10-04T04:31:20.992Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-04T04:31:20.937Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:31:20.903Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used afanasenko/zillow-property-agent-data-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-04T04:31:20.869Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-04T04:31:20.837Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered 10 addresses with prices all under $800,000 in ZIP 85251, but used the wrong actor (afanasenko instead of maxcopell/zillow-zip-search), and the run was still RUNNING — the deterministic checks for rightActor and ranOk both FAIL.", "timestamp": "2026-10-04T04:31:20.803Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls (2 searches, 1 fetch-details, 1 call-actor, 1 get-dataset-items) which is a reasonably direct path with no pointless repetition.", "timestamp": "2026-10-04T04:31:20.765Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items from the run and directly used the streetAddress, city, state, zipcode, and price fields to populate the final answer.", "timestamp": "2026-10-04T04:31:20.724Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed mode='zip', zipCodes=['85251'], maxPropertiesPerZip=10, status_type='ForSale', price_max=800000 — all well-formed and appropriate for the task.", "timestamp": "2026-10-04T04:31:20.688Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Zillow scrapers and found maxcopell/zillow-scraper and maxcopell/zillow-detail-scraper in the results, but chose afanasenko/zillow-property-agent-data-scraper (a third-party actor) instead of the intended maxcopell/zillow-zip-search actor.", "timestamp": "2026-10-04T04:31:20.652Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:23:01.147Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-04T04:23:01.113Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): afanasenko/zillow-property-agent-data-scraper run XrKMyQJjidc1F2ke9: RUNNING", "timestamp": "2026-10-04T04:23:01.036Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"maxcopell/zillow\"", "timestamp": "2026-10-04T04:23:00.996Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used afanasenko/zillow-property-agent-data-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-04T04:23:00.912Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "afanasenko/zillow-property-agent-data-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used afanasenko/zillow-property-agent-data-scraper; expected ^maxcopell/zillow" }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:22:16.959Z", "day": "2026-10-04", "traceId": "c1ae044213b9ff669ca23e9d779301f1", "observationId": "81aa46d6616a13ed", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c1ae044213b9ff669ca23e9d779301f1?observation=81aa46d6616a13ed", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 2 numbers not in Actor output: 277,323", "timestamp": "2026-10-04T04:31:19.492Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 2 numbers not in Actor output: 277,323", "timestamp": "2026-10-04T04:31:19.372Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-04T04:31:19.341Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:31:19.302Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 2 numbers not in Actor output: 277,323", "timestamp": "2026-10-04T04:31:19.266Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-04T04:31:19.231Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent provided follower count and an engagement interpretation, but the average likes figure (277,323) is incorrect based on the actual retrieved data (the correct average from the 20 posts is approximately 267,323), as confirmed by the grounded FAIL deterministic check.", "timestamp": "2026-10-04T04:31:19.198Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran two parallel actor calls (profile details and posts) and then fetched both datasets efficiently, completing the task in a minimal number of steps.", "timestamp": "2026-10-04T04:31:19.158Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved follower count (104,295,253) from the profile dataset and likes data from the posts dataset, but the computed average of 277,323 does not match the actual sum of the 20 retrieved likes values (which totals approximately 5,346,466, giving an average of ~267,323), indicating a calculation error — confirmed by the grounded FAIL check.", "timestamp": "2026-10-04T04:31:19.114Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used correct inputs: resultsType='details' for profile and resultsType='posts' with resultsLimit=20 for posts, both with the correct directUrls pointing to instagram.com/nasa/.", "timestamp": "2026-10-04T04:31:19.030Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used apify/instagram-scraper for both profile details and posts, which is the intended actor for this task.", "timestamp": "2026-10-04T04:31:18.950Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:23:32.733Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-04T04:23:32.597Z", "metadata": {} }, "check.followers": { "value": 1, "stringValue": null, "comment": "PASS: followersCount within 2%", "timestamp": "2026-10-04T04:23:32.558Z", "metadata": {} }, "check.grounded": { "value": 0.5, "stringValue": null, "comment": "FAIL: 1 of 2 numbers not in Actor output: 277,323", "timestamp": "2026-10-04T04:23:32.523Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): directUrls[0]", "timestamp": "2026-10-04T04:23:32.483Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:23:32.443Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-10-04T04:23:32.368Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-10-04T04:23:32.264Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 2 numbers not in Actor output: 277,323" }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:22:27.120Z", "day": "2026-10-04", "traceId": "a7788a54ef878d971d645eabf297be00", "observationId": "6551fa0b831ce5f4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a7788a54ef878d971d645eabf297be00?observation=6551fa0b831ce5f4", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-04T04:31:09.588Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-04T04:31:09.473Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/instagram-post-scraper", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-04T04:31:09.407Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-04T04:31:09.359Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:31:09.324Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-04T04:31:09.287Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-04T04:31:09.242Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent retrieved 3 posts and reported the correct count, but used apify/instagram-post-scraper instead of apify/instagram-scraper, failing the rightActor and namedActor deterministic checks.", "timestamp": "2026-10-04T04:31:09.201Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: search, fetch details, call actor — no redundant calls.", "timestamp": "2026-10-04T04:31:09.160Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent reported 3 posts based on the actual dataset itemCount=3 returned by the run, not invented data.", "timestamp": "2026-10-04T04:31:09.115Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=['nasa'] and resultsLimit=3 to apify/instagram-post-scraper, which matches the actor's input schema requirements correctly.", "timestamp": "2026-10-04T04:31:09.077Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, and call-actor which are appropriate tools, but selected apify/instagram-post-scraper instead of the intended apify/instagram-scraper — the wrong actor was chosen from search results.", "timestamp": "2026-10-04T04:31:09.040Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:23:09.000Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-04T04:23:08.964Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:23:08.925Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-04T04:23:08.889Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-04T04:23:08.853Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/instagram-post-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper" }, { "scenarioId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:23:01.182Z", "day": "2026-10-04", "traceId": "3dff5178228b2646cec74a190d387bc2", "observationId": "7dba661efc6c3f29", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3dff5178228b2646cec74a190d387bc2?observation=7dba661efc6c3f29", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "use", "title": "instagram-reel / use / natgeo-skip-pinned", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check items: 10 items, expected at most 3", "timestamp": "2026-10-04T04:31:10.905Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check items: 10 items, expected at most 3", "timestamp": "2026-10-04T04:31:10.804Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-04T04:31:10.762Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:31:10.707Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check items: 10 items, expected at most 3", "timestamp": "2026-10-04T04:31:10.676Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-04T04:31:10.642Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 3 reels with correct captions, play counts, and durations grounded in retrieved data, but the reels are not sorted by recency (Reel 2 from Sep 30 is listed between Oct 3 and Oct 2, making the ordering incorrect — the 3 most recent should be Oct 3, Oct 2, Sep 30 in order), and the resultsLimit was set to 10 instead of 3.", "timestamp": "2026-10-04T04:31:10.606Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence (fetch schema, run actor, get items) with no redundant calls.", "timestamp": "2026-10-04T04:31:10.570Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 9 numbers in the final answer were found in the Actor output, and captions match the dataset preview.", "timestamp": "2026-10-04T04:31:10.539Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent set username=['natgeo'] and skipPinnedPosts=true correctly, but set resultsLimit=10 instead of 3, which caused the threeReels deterministic check to FAIL.", "timestamp": "2026-10-04T04:31:10.493Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-04T04:31:10.395Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:23:47.953Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: items", "timestamp": "2026-10-04T04:23:47.908Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 9 numbers found in Actor output", "timestamp": "2026-10-04T04:23:47.870Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 10 items, expected at most 3", "timestamp": "2026-10-04T04:23:47.834Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-04T04:23:47.797Z", "metadata": {} }, "check.threeReels": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/instagram-reel-scraper: resultsLimit = 10 (expected lte 3)", "timestamp": "2026-10-04T04:23:47.759Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-04T04:23:47.679Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:23:47.644Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-04T04:23:47.556Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "threeReels" ], "judgeComment": "FAIL: check items: 10 items, expected at most 3" }, { "scenarioId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:23:08.994Z", "day": "2026-10-04", "traceId": "1e46d7e453f1e1f01a17eeaf006eac93", "observationId": "598af696b58d0dc7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1e46d7e453f1e1f01a17eeaf006eac93?observation=598af696b58d0dc7", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "find", "title": "instagram-reel / find / natgeo-reels-shares", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-04T04:31:11.549Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-04T04:31:11.432Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-reel-scraper", "timestamp": "2026-10-04T04:31:11.393Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-04T04:31:11.360Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-04T04:31:11.256Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The agent read the dataset file but failed to extract share count fields from the returned data (the sharesFlag deterministic check PASSED, meaning includeSharesCount was properly set and data was returned), and also misread captions for reels 2 and 3 by applying reel 1's caption to all three. The agent incorrectly concluded share data was 'not available' despite the actor successfully returning it.", "timestamp": "2026-10-04T04:31:11.210Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-04T04:31:11.175Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent failed to report actual share counts (claiming they were unavailable despite includeSharesCount being enabled and the sharesFlag check passing), and incorrectly reported all three captions' first sentences as 'Presented by @Rolex.' without reading the full dataset content for reels 2 and 3.", "timestamp": "2026-10-04T04:31:11.135Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent followed a direct path: search actors, fetch details, call actor, get dataset items, read file - a reasonable 5-step sequence with no redundant calls.", "timestamp": "2026-10-04T04:31:11.089Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent read the dataset file and extracted real play counts (1,274,123; 792,519; 7,380,282) and captions from the retrieved data, but incorrectly reported all three captions' first sentences as 'Presented by @Rolex.' when only the first reel's caption starts that way, and failed to report actual share counts despite the sharesFlag check passing (meaning the data was returned).", "timestamp": "2026-10-04T04:31:11.052Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with username=['natgeo'], resultsLimit=3, and includeSharesCount=true, which are all correct and well-formed inputs matching the task requirements.", "timestamp": "2026-10-04T04:31:11.013Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-reel-scraper, the official Apify Instagram Reels Actor, which is exactly the right tool for this task.", "timestamp": "2026-10-04T04:31:10.959Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:24:05.632Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-04T04:24:05.590Z", "metadata": {} }, "check.sharesFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeSharesCount", "timestamp": "2026-10-04T04:24:05.551Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:24:05.510Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-reel-scraper\"", "timestamp": "2026-10-04T04:24:05.472Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-04T04:24:05.428Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-usage-natgeo-about-section", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:23:09.035Z", "day": "2026-10-04", "traceId": "5b639ea3a6527c8b277cd1b421bc6b41", "observationId": "b2106cc1b8ea2a60", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5b639ea3a6527c8b277cd1b421bc6b41?observation=b2106cc1b8ea2a60", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "use", "title": "instagram-profile / use / natgeo-about-section", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-04T04:31:07.716Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-04T04:31:07.577Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-04T04:31:07.540Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-04T04:31:07.488Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The includeAboutSection=true was passed correctly, but the returned dataset items contained no country field at all, leaving the agent unable to report the country. The actor's output did not include the about section data (country) despite the flag being set, which is an output/actor limitation rather than an agent error.", "timestamp": "2026-10-04T04:31:07.431Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-04T04:31:07.365Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported the bio's first sentence and business account status correctly from retrieved data, but could not report the country because the data was not present in the returned results (the account likely hasn't filled in country on Instagram), so the country portion of the task was not fulfilled.", "timestamp": "2026-10-04T04:31:07.328Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made an extra get-dataset-items call (first with specific fields, then without) and then read the saved file, adding minor redundancy, but this was reasonable given the large output size.", "timestamp": "2026-10-04T04:31:07.289Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the biography 'Step into wonder and find your inner explorer with National Geographic 🌎' and isBusinessAccount=true from the retrieved dataset items, not from invention.", "timestamp": "2026-10-04T04:31:07.189Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-profile-scraper with usernames=['natgeo'] and includeAboutSection=true, which matches all required and recommended inputs per the deterministic checks.", "timestamp": "2026-10-04T04:31:07.136Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, and Read tools, which are appropriate for running an Apify actor and retrieving results.", "timestamp": "2026-10-04T04:31:07.040Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:24:03.180Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-04T04:24:03.140Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-04T04:24:03.096Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-04T04:24:03.058Z", "metadata": {} }, "check.aboutSection": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeAboutSection", "timestamp": "2026-10-04T04:24:03.026Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): usernames[0]", "timestamp": "2026-10-04T04:24:02.992Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:24:02.956Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-04T04:24:02.915Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-discovery-natgeo-verified", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:23:32.770Z", "day": "2026-10-04", "traceId": "aa562b3f9f54d89a67a1d526e614383d", "observationId": "18c3baeb2d06825a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/aa562b3f9f54d89a67a1d526e614383d?observation=18c3baeb2d06825a", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "find", "title": "instagram-profile / find / natgeo-verified", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer correctly reports @natgeo is verified, quotes the bio from retrieved data, and ends with 'Actor: apify/instagram-profile-scraper' as required.", "timestamp": "2026-10-04T04:31:00.569Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer correctly reports @natgeo is verified, quotes the bio from retrieved data, and ends with 'Actor: apify/instagram-profile-scraper' as required.", "timestamp": "2026-10-04T04:31:00.531Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-profile-scraper", "timestamp": "2026-10-04T04:31:00.496Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-04T04:31:00.461Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:31:00.424Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, used correct inputs, utilized the retrieved data accurately, and completed the task efficiently.", "timestamp": "2026-10-04T04:31:00.391Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-04T04:31:00.354Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer correctly reports @natgeo is verified, quotes the bio from retrieved data, and ends with 'Actor: apify/instagram-profile-scraper' as required.", "timestamp": "2026-10-04T04:31:00.297Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls (search, call-actor, get-dataset-items) with no redundant steps, following a direct path to the answer.", "timestamp": "2026-10-04T04:31:00.261Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the retrieved data: verified=true and biography='Step into wonder and find your inner explorer with National Geographic 🌎' from the dataset items.", "timestamp": "2026-10-04T04:31:00.226Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-profile-scraper with {\"usernames\": [\"natgeo\"]} which matches the required input schema, and retrieved dataset items with appropriate fields.", "timestamp": "2026-10-04T04:31:00.189Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for Instagram actors, found apify/instagram-profile-scraper (the correct actor for profile info), and used it along with get-dataset-items to retrieve the data.", "timestamp": "2026-10-04T04:31:00.155Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:24:00.180Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-04T04:24:00.139Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:24:00.095Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-profile-scraper\"", "timestamp": "2026-10-04T04:23:59.995Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-04T04:23:59.899Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer correctly reports @natgeo is verified, quotes the bio from retrieved data, and ends with 'Actor: apify/instagram-profile-scraper' as required." }, { "scenarioId": "instagram-post-scraper-usage-natgeo-three-posts", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:23:47.995Z", "day": "2026-10-04", "traceId": "ae30b2cf99fd96d6c0d8a9eec3457b34", "observationId": "957259d95ccc504d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ae30b2cf99fd96d6c0d8a9eec3457b34?observation=957259d95ccc504d", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "use", "title": "instagram-post / use / natgeo-three-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported the first sentence of each caption and the like count for all 3 posts, grounded in retrieved data with pinned posts skipped.", "timestamp": "2026-10-04T04:31:00.144Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported the first sentence of each caption and the like count for all 3 posts, grounded in retrieved data with pinned posts skipped.", "timestamp": "2026-10-04T04:31:00.106Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-04T04:31:00.072Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:31:00.035Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified the actor, configured inputs properly, retrieved real data, and reported accurate captions and like counts.", "timestamp": "2026-10-04T04:30:59.995Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-04T04:30:59.956Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported the first sentence of each caption and the like count for all 3 posts, grounded in retrieved data with pinned posts skipped.", "timestamp": "2026-10-04T04:30:59.862Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve items — no redundant steps.", "timestamp": "2026-10-04T04:30:59.733Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 7 numbers (like counts) in the final answer were found in the Actor output, and captions match the dataset preview.", "timestamp": "2026-10-04T04:30:59.688Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=['natgeo'], resultsLimit=3, skipPinnedPosts=true, and dataDetailLevel='basicData', all of which are correct and match the task requirements.", "timestamp": "2026-10-04T04:30:59.650Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-04T04:30:59.612Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:24:41.197Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-04T04:24:41.154Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 7 numbers found in Actor output", "timestamp": "2026-10-04T04:24:41.116Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-04T04:24:41.084Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-04T04:24:41.044Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-04T04:24:41.008Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-04T04:24:40.928Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:24:40.891Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-04T04:24:40.836Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent correctly reported the first sentence of each caption and the like count for all 3 posts, grounded in retrieved data with pinned posts skipped." }, { "scenarioId": "instagram-post-scraper-discovery-natgeo-latest-post", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:24:00.217Z", "day": "2026-10-04", "traceId": "4cc973d5d6c3a8be305bd7542ddb2996", "observationId": "636a1dbfc565ebec", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4cc973d5d6c3a8be305bd7542ddb2996?observation=636a1dbfc565ebec", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "find", "title": "instagram-post / find / natgeo-latest-post", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence of the caption ('Presented by @Rolex.') and the comment count (523) from real retrieved data, and ended with 'Actor: apify/instagram-post-scraper' as required.", "timestamp": "2026-10-04T04:30:59.464Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence of the caption ('Presented by @Rolex.') and the comment count (523) from real retrieved data, and ended with 'Actor: apify/instagram-post-scraper' as required.", "timestamp": "2026-10-04T04:30:59.430Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-04T04:30:59.390Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-04T04:30:59.354Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:30:59.311Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent correctly discovered, ran, and utilized apify/instagram-post-scraper to answer the task fully.", "timestamp": "2026-10-04T04:30:59.272Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-04T04:30:59.239Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence of the caption ('Presented by @Rolex.') and the comment count (523) from real retrieved data, and ended with 'Actor: apify/instagram-post-scraper' as required.", "timestamp": "2026-10-04T04:30:59.200Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search, fetch details, run actor, get dataset items) in a direct sequence with no redundancy.", "timestamp": "2026-10-04T04:30:59.168Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned (caption and commentsCount=523) to construct its answer, not invented data.", "timestamp": "2026-10-04T04:30:59.131Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-post-scraper with username=['natgeo'], resultsLimit=1, and dataDetailLevel='detailedData', which are well-formed and appropriate inputs to get the most recent post.", "timestamp": "2026-10-04T04:30:59.066Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for Instagram scrapers, found apify/instagram-post-scraper, fetched its details, ran it, and retrieved dataset items — all appropriate tools for the task.", "timestamp": "2026-10-04T04:30:59.023Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:24:49.254Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-04T04:24:49.215Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:24:49.184Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-post-scraper\"", "timestamp": "2026-10-04T04:24:49.141Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-04T04:24:49.102Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence of the caption ('Presented by @Rolex.') and the comment count (523) from real retrieved data, and ended with 'Actor: apify/instagram-post-scraper' as required." }, { "scenarioId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:24:03.211Z", "day": "2026-10-04", "traceId": "27a8135d0b210c43b930892be87564b4", "observationId": "84652a650d71705f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/27a8135d0b210c43b930892be87564b4?observation=84652a650d71705f", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "use", "title": "instagram-hashtag / use / nasa-keyword-reels", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The task asked for 5 reels but the actor only returned 5 items (facts confirm 5 dataset items), and the agent reported all 5 with correct first sentences and like counts drawn from real data; the note about '3 reels' is a minor confusion from the preview showing itemCount:3, but the final table correctly shows 5 entries matching the 5 actual items.", "timestamp": "2026-10-04T04:30:56.873Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The task asked for 5 reels but the actor only returned 5 items (facts confirm 5 dataset items), and the agent reported all 5 with correct first sentences and like counts drawn from real data; the note about '3 reels' is a minor confusion from the preview showing itemCount:3, but the final table correctly shows 5 entries matching the 5 actual items.", "timestamp": "2026-10-04T04:30:56.826Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-04T04:30:56.775Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:30:56.747Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, provided proper inputs, retrieved and reported real data for all 5 items.", "timestamp": "2026-10-04T04:30:56.694Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-04T04:30:56.650Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The task asked for 5 reels but the actor only returned 5 items (facts confirm 5 dataset items), and the agent reported all 5 with correct first sentences and like counts drawn from real data; the note about '3 reels' is a minor confusion from the preview showing itemCount:3, but the final table correctly shows 5 entries matching the 5 actual items.", "timestamp": "2026-10-04T04:30:56.615Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run actor, retrieve dataset items — no redundant calls.", "timestamp": "2026-10-04T04:30:56.581Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 8 numbers in the answer were found in Actor output, and captions match the dataset items retrieved via get-dataset-items.", "timestamp": "2026-10-04T04:30:56.550Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-hashtag-scraper with hashtags=['nasa'], keywordSearch=true, resultsType='reels', resultsLimit=5, which matches all required input parameters confirmed by deterministic checks.", "timestamp": "2026-10-04T04:30:56.514Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-04T04:30:56.477Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:24:33.667Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-04T04:24:33.626Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 8 numbers found in Actor output", "timestamp": "2026-10-04T04:24:33.588Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-04T04:24:33.522Z", "metadata": {} }, "check.fiveResults": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-04T04:24:33.482Z", "metadata": {} }, "check.reelsType": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsType", "timestamp": "2026-10-04T04:24:33.447Z", "metadata": {} }, "check.keywordMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): keywordSearch", "timestamp": "2026-10-04T04:24:33.412Z", "metadata": {} }, "check.keywordInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): hashtags[0]", "timestamp": "2026-10-04T04:24:33.372Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:24:33.294Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-10-04T04:24:33.219Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The task asked for 5 reels but the actor only returned 5 items (facts confirm 5 dataset items), and the agent reported all 5 with correct first sentences and like counts drawn from real data; the note about '3 reels' is a minor confusion from the preview showing itemCount:3, but the final table correctly shows 5 entries matching the 5 actual items." }, { "scenarioId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:24:05.666Z", "day": "2026-10-04", "traceId": "76ae51daa7fa48a4d0818a03dfa36551", "observationId": "18d6f228837b3ec2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/76ae51daa7fa48a4d0818a03dfa36551?observation=18d6f228837b3ec2", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "find", "title": "instagram-hashtag / find / nasa-hashtag", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 5 posts with correct account usernames and accurate summaries of post content drawn from the retrieved captions, and ended with 'Actor: apify/instagram-hashtag-scraper' as required.", "timestamp": "2026-10-04T04:30:52.588Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 5 posts with correct account usernames and accurate summaries of post content drawn from the retrieved captions, and ended with 'Actor: apify/instagram-hashtag-scraper' as required.", "timestamp": "2026-10-04T04:30:52.556Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-hashtag-scraper", "timestamp": "2026-10-04T04:30:52.513Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-04T04:30:52.479Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:30:52.444Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly discovered and used apify/instagram-hashtag-scraper, provided well-formed inputs, utilized the retrieved data accurately, and fulfilled the task requirements completely.", "timestamp": "2026-10-04T04:30:52.405Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-04T04:30:52.370Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 5 posts with correct account usernames and accurate summaries of post content drawn from the retrieved captions, and ended with 'Actor: apify/instagram-hashtag-scraper' as required.", "timestamp": "2026-10-04T04:30:52.336Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one unnecessary detour by fetching details for apify/instagram-post-scraper before realizing it needed a hashtag scraper, requiring a second search; however, this was a minor inefficiency and the overall path was still reasonably direct.", "timestamp": "2026-10-04T04:30:52.299Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned ownerUsername, ownerFullName, and caption fields to report all 5 posts accurately in the final answer.", "timestamp": "2026-10-04T04:30:52.262Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-hashtag-scraper with {hashtags: ['nasa'], resultsLimit: 5, resultsType: 'posts'}, which are all valid and appropriate inputs matching the actor's schema.", "timestamp": "2026-10-04T04:30:52.227Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent first searched for 'Instagram posts' and found a post scraper, then correctly searched for 'Instagram hashtag' and found apify/instagram-hashtag-scraper, which is the correct tool for scraping posts by hashtag.", "timestamp": "2026-10-04T04:30:52.185Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:24:43.882Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-04T04:24:43.849Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:24:43.816Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-hashtag-scraper\"", "timestamp": "2026-10-04T04:24:43.776Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-10-04T04:24:43.735Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 5 posts with correct account usernames and accurate summaries of post content drawn from the retrieved captions, and ended with 'Actor: apify/instagram-hashtag-scraper' as required." }, { "scenarioId": "facebook-posts-scraper-usage-nasa-engagement", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:24:33.701Z", "day": "2026-10-04", "traceId": "5e38ee7f8dec6df21c81f19e7d6f8dd8", "observationId": "4b6ba0222aebf258", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5e38ee7f8dec6df21c81f19e7d6f8dd8?observation=4b6ba0222aebf258", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "use", "title": "facebook-posts / use / nasa-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported first sentences and reaction counts for all 5 posts, though two posts had no text (reported honestly as 'No text content'), and the reaction totals were computed from the actual data fields returned.", "timestamp": "2026-10-04T04:30:51.743Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported first sentences and reaction counts for all 5 posts, though two posts had no text (reported honestly as 'No text content'), and the reaction totals were computed from the actual data fields returned.", "timestamp": "2026-10-04T04:30:51.709Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-04T04:30:51.674Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:30:51.639Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, provided proper inputs, retrieved real data, and reported results accurately.", "timestamp": "2026-10-04T04:30:51.605Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-04T04:30:51.568Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported first sentences and reaction counts for all 5 posts, though two posts had no text (reported honestly as 'No text content'), and the reaction totals were computed from the actual data fields returned.", "timestamp": "2026-10-04T04:30:51.453Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run actor, retrieve dataset items — no redundant calls.", "timestamp": "2026-10-04T04:30:51.420Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used actual text and reaction counts from the dataset items returned by get-dataset-items; the grounded check confirms all 7 numbers in the answer are found in Actor output.", "timestamp": "2026-10-04T04:30:51.379Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/facebook-posts-scraper with startUrls set to https://www.facebook.com/NASA and resultsLimit=5, which matches the required inputs confirmed by deterministic checks pageUrl and fivePosts both PASS.", "timestamp": "2026-10-04T04:30:51.348Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-04T04:30:51.311Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:25:01.101Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-04T04:25:01.062Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 7 numbers found in Actor output", "timestamp": "2026-10-04T04:25:01.021Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-04T04:25:00.986Z", "metadata": {} }, "check.fivePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-04T04:25:00.950Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-04T04:25:00.914Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:25:00.841Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-04T04:25:00.804Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{2,}/", "timestamp": "2026-10-04T04:25:00.725Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported first sentences and reaction counts for all 5 posts, though two posts had no text (reported honestly as 'No text content'), and the reaction totals were computed from the actual data fields returned." }, { "scenarioId": "facebook-posts-scraper-discovery-nasa-page", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:24:41.230Z", "day": "2026-10-04", "traceId": "b8c8ea7185da3b7fc87c13ea78360c6b", "observationId": "0292d4df82fc0d12", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b8c8ea7185da3b7fc87c13ea78360c6b?observation=0292d4df82fc0d12", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "find", "title": "facebook-posts / find / nasa-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 5 posts with their text content and total reaction counts, ending with 'Actor: apify/facebook-posts-scraper' as required, fully satisfying the task.", "timestamp": "2026-10-04T04:30:51.174Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 5 posts with their text content and total reaction counts, ending with 'Actor: apify/facebook-posts-scraper' as required, fully satisfying the task.", "timestamp": "2026-10-04T04:30:51.143Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/facebook-posts-scraper", "timestamp": "2026-10-04T04:30:51.106Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-04T04:30:51.069Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:30:51.036Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent found the correct actor, used proper inputs, retrieved and reported real data, and completed the task efficiently.", "timestamp": "2026-10-04T04:30:51.005Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-04T04:30:50.970Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 5 posts with their text content and total reaction counts, ending with 'Actor: apify/facebook-posts-scraper' as required, fully satisfying the task.", "timestamp": "2026-10-04T04:30:50.933Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls: search-actors, fetch-actor-details, call-actor, and get-dataset-items — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-04T04:30:50.901Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the run and directly used the text, likes, and reaction counts from the dataset in its final answer, matching the preview data exactly.", "timestamp": "2026-10-04T04:30:50.859Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct NASA Facebook URL (https://www.facebook.com/NASA) in startUrls and set resultsLimit to 5, matching the task requirements exactly.", "timestamp": "2026-10-04T04:30:50.821Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/facebook-posts-scraper, the intended actor for scraping Facebook page posts, confirmed by the deterministic rightActor check passing.", "timestamp": "2026-10-04T04:30:50.784Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:25:14.629Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-04T04:25:14.596Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:25:14.560Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-posts-scraper\"", "timestamp": "2026-10-04T04:25:14.526Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-04T04:25:14.482Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 5 posts with their text content and total reaction counts, ending with 'Actor: apify/facebook-posts-scraper' as required, fully satisfying the task." }, { "scenarioId": "facebook-groups-scraper-usage-recent-activity", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:24:43.916Z", "day": "2026-10-04", "traceId": "94bec8683521ca3046bda9cec59b836c", "observationId": "1969e85eb9f4cbbc", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/94bec8683521ca3046bda9cec59b836c?observation=1969e85eb9f4cbbc", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "use", "title": "facebook-groups / use / recent-activity", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 4 of 11 numbers not in Actor output: 11, 177, 216, 243", "timestamp": "2026-10-04T04:30:47.116Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 4 of 11 numbers not in Actor output: 11, 177, 216, 243", "timestamp": "2026-10-04T04:30:46.974Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-04T04:30:46.936Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:30:46.902Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 4 of 11 numbers not in Actor output: 11, 177, 216, 243", "timestamp": "2026-10-04T04:30:46.869Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-04T04:30:46.834Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported post text and comment counts, but fabricated specific member counts (177, 216, 243) not present in the retrieved data, making the final answer partially grounded in invented numbers rather than actual retrieved data.", "timestamp": "2026-10-04T04:30:46.797Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch details, run actor, get items — no unnecessary repetition.", "timestamp": "2026-10-04T04:30:46.763Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved the dataset items and used the actual post text and commentsCount=0 from the results, but then invented member-count summaries (177, 216, 243) that are not in the retrieved data — the grounded check confirms 4 numbers not in Actor output.", "timestamp": "2026-10-04T04:30:46.723Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed startUrls with the correct group URL, resultsLimit=3, and viewOption='RECENT_ACTIVITY', all matching the required input schema.", "timestamp": "2026-10-04T04:30:46.688Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-04T04:30:46.651Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:25:10.015Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-04T04:25:09.973Z", "metadata": {} }, "check.grounded": { "value": 0.636, "stringValue": null, "comment": "FAIL: 4 of 11 numbers not in Actor output: 11, 177, 216, 243", "timestamp": "2026-10-04T04:25:09.937Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-04T04:25:09.903Z", "metadata": {} }, "check.sortOrder": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): viewOption", "timestamp": "2026-10-04T04:25:09.865Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-04T04:25:09.823Z", "metadata": {} }, "check.groupUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-04T04:25:09.779Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:25:09.698Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-10-04T04:25:09.591Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 4 of 11 numbers not in Actor output: 11, 177, 216, 243" }, { "scenarioId": "facebook-groups-scraper-discovery-public-group-posts", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:24:49.286Z", "day": "2026-10-04", "traceId": "b7386cda89888a90d6bdd9d0ddacc305", "observationId": "acb03acd76a45951", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b7386cda89888a90d6bdd9d0ddacc305?observation=acb03acd76a45951", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "find", "title": "facebook-groups / find / public-group-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 3 posts with timestamps and content descriptions drawn from real retrieved data, and correctly ended with 'Actor: apify/facebook-groups-scraper' as required.", "timestamp": "2026-10-04T04:30:43.111Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 3 posts with timestamps and content descriptions drawn from real retrieved data, and correctly ended with 'Actor: apify/facebook-groups-scraper' as required.", "timestamp": "2026-10-04T04:30:43.077Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/facebook-groups-scraper", "timestamp": "2026-10-04T04:30:43.044Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-04T04:30:43.009Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:30:42.971Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent found the correct actor, used proper inputs, utilized real retrieved data, and produced a complete answer including the required actor attribution line.", "timestamp": "2026-10-04T04:30:42.934Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-04T04:30:42.898Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 3 posts with timestamps and content descriptions drawn from real retrieved data, and correctly ended with 'Actor: apify/facebook-groups-scraper' as required.", "timestamp": "2026-10-04T04:30:42.862Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search calls (one for 'Facebook posts group' and one for 'Facebook'), then fetched actor details, called the actor, and retrieved dataset items - a reasonable path with one slightly redundant search call but overall efficient.", "timestamp": "2026-10-04T04:30:42.827Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and used the actual post text and timestamps from the tool results to describe the posts, correctly identifying them as member welcome announcements.", "timestamp": "2026-10-04T04:30:42.778Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/facebook-groups-scraper with the correct group URL, resultsLimit:3, and viewOption:'RECENT_ACTIVITY', which are all appropriate inputs for retrieving the 3 most recent posts.", "timestamp": "2026-10-04T04:30:42.736Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for Facebook group scrapers and correctly identified and used apify/facebook-groups-scraper, which is the intended actor per the facts.", "timestamp": "2026-10-04T04:30:42.659Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:25:26.547Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-04T04:25:26.515Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:25:26.475Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-groups-scraper\"", "timestamp": "2026-10-04T04:25:26.403Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-10-04T04:25:26.302Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 3 posts with timestamps and content descriptions drawn from real retrieved data, and correctly ended with 'Actor: apify/facebook-groups-scraper' as required." }, { "scenarioId": "facebook-ads-scraper-usage-nike-last-30-days", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:25:01.135Z", "day": "2026-10-04", "traceId": "dbd8a2f55a776d6ecf328e9d4ff5c9b5", "observationId": "97ff71be36cdd15d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/dbd8a2f55a776d6ecf328e9d4ff5c9b5?observation=97ff71be36cdd15d", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "use", "title": "facebook-ads / use / nike-last-30-days", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 20 ads retrieved, provided a real ad body text with EU reach data of 7,037,903, and noted spend data was null — all grounded in actual retrieved data.", "timestamp": "2026-10-04T04:30:41.779Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 20 ads retrieved, provided a real ad body text with EU reach data of 7,037,903, and noted spend data was null — all grounded in actual retrieved data.", "timestamp": "2026-10-04T04:30:41.739Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-04T04:30:41.701Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:30:41.665Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly configured the actor, retrieved 20 items, and reported grounded results including ad body text and reach data.", "timestamp": "2026-10-04T04:30:41.629Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-04T04:30:41.593Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 20 ads retrieved, provided a real ad body text with EU reach data of 7,037,903, and noted spend data was null — all grounded in actual retrieved data.", "timestamp": "2026-10-04T04:30:41.557Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used a logical 4-step sequence: fetch actor details, call actor, poll for completion, retrieve dataset items — no redundant calls.", "timestamp": "2026-10-04T04:30:41.521Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent reported the ad count (20), body text ('Get the gear that's up for it all. Any time. Anywhere.'), and EU reach (7,037,903) directly from the dataset items returned by get-dataset-items, confirmed by the grounded check passing.", "timestamp": "2026-10-04T04:30:41.475Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/facebook-ads-scraper with startUrls set to Nike's Facebook page, resultsLimit=20, isDetailsPerAd=true, and onlyAdsNewerThan='30 days', matching all required parameters.", "timestamp": "2026-10-04T04:30:41.433Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for the task.", "timestamp": "2026-10-04T04:30:41.387Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:26:09.687Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-04T04:26:09.648Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 5 numbers found in Actor output", "timestamp": "2026-10-04T04:26:09.612Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-04T04:26:09.573Z", "metadata": {} }, "check.detailsFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): isDetailsPerAd", "timestamp": "2026-10-04T04:26:09.538Z", "metadata": {} }, "check.twentyAds": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-04T04:26:09.496Z", "metadata": {} }, "check.dateRange": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): onlyAdsNewerThan", "timestamp": "2026-10-04T04:26:09.459Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-04T04:26:09.419Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:26:09.379Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-ads-scraper", "timestamp": "2026-10-04T04:26:09.310Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-04T04:26:09.225Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 20 ads retrieved, provided a real ad body text with EU reach data of 7,037,903, and noted spend data was null — all grounded in actual retrieved data." }, { "scenarioId": "facebook-ads-scraper-discovery-nike-ad-library", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:25:10.081Z", "day": "2026-10-04", "traceId": "41b6ae35da99c440082b1326dd88501e", "observationId": "e02d6ddebb63e0cb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/41b6ae35da99c440082b1326dd88501e?observation=e02d6ddebb63e0cb", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "find", "title": "facebook-ads / find / nike-ad-library", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 10 active ads found for facebook.com/nike, provided a real example body text from the retrieved data, and ended with 'Actor: apify/facebook-ads-scraper' as required.", "timestamp": "2026-10-04T04:30:43.176Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 10 active ads found for facebook.com/nike, provided a real example body text from the retrieved data, and ended with 'Actor: apify/facebook-ads-scraper' as required.", "timestamp": "2026-10-04T04:30:43.143Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/facebook-ads-scraper", "timestamp": "2026-10-04T04:30:43.099Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-04T04:30:43.060Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:30:43.028Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first call-actor invocation passed startUrls as an array of plain strings ([\"https://www.facebook.com/nike\"]) instead of an array of URL objects ([{\"url\": \"https://www.facebook.com/nike\"}]), causing a CALL-FAILED run. The input schema clearly shows items must be objects with a 'url' property, but the agent initially got this wrong.", "timestamp": "2026-10-04T04:30:42.992Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-04T04:30:42.954Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 active ads found for facebook.com/nike, provided a real example body text from the retrieved data, and ended with 'Actor: apify/facebook-ads-scraper' as required.", "timestamp": "2026-10-04T04:30:42.917Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran two searches in parallel, fetched actor details once, had one failed call due to input format, then corrected and succeeded - a reasonably direct path with only one avoidable extra call.", "timestamp": "2026-10-04T04:30:42.877Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with input validation error (startUrls items must be objects, not strings), the agent immediately corrected the input format and resubmitted successfully.", "timestamp": "2026-10-04T04:30:42.843Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items and directly quoted the body text 'Bring sports more fully into your day with the Nike App.' from the actual dataset results, not invented.", "timestamp": "2026-10-04T04:30:42.808Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed because startUrls was passed as an array of strings instead of objects; the agent immediately corrected this to [{\"url\": \"https://www.facebook.com/nike\"}] with resultsLimit:10 and activeStatus:\"active\", which is correct.", "timestamp": "2026-10-04T04:30:42.773Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/facebook-ads-scraper, the official Apify Actor for Meta Ad Library scraping, which matches the intended subject.", "timestamp": "2026-10-04T04:30:42.742Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:26:20.340Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-04T04:26:20.297Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/facebook-ads-scraper run : CALL-FAILED", "timestamp": "2026-10-04T04:26:20.225Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-ads-scraper\"", "timestamp": "2026-10-04T04:26:20.192Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-ads-scraper", "timestamp": "2026-10-04T04:26:20.113Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "PASS: The agent reported 10 active ads found for facebook.com/nike, provided a real example body text from the retrieved data, and ended with 'Actor: apify/facebook-ads-scraper' as required." }, { "scenarioId": "tripadvisor-usage-rome-restaurants", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:25:14.666Z", "day": "2026-10-04", "traceId": "b6df6e5d804238c873a0d68aa15d72a5", "observationId": "caa5647a52b0abc5", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b6df6e5d804238c873a0d68aa15d72a5?observation=caa5647a52b0abc5", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "use", "title": "tripadvisor / use / rome-restaurants", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: maxcopell/tripadvisor run he8ezNE5OcC4cuLrM: RUNNING", "timestamp": "2026-10-04T04:30:36.493Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: maxcopell/tripadvisor run he8ezNE5OcC4cuLrM: RUNNING", "timestamp": "2026-10-04T04:30:36.416Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-04T04:30:36.375Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:30:36.336Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: maxcopell/tripadvisor run he8ezNE5OcC4cuLrM: RUNNING", "timestamp": "2026-10-04T04:30:36.303Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-04T04:30:36.218Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task asked for 10 restaurants but only 7 were retrieved (run still RUNNING per facts); the agent honestly reported 7 and provided cuisine, price range, and rating for each, naming I Vaccinari (4.9) as the top one — partially fulfilling the task with grounded data.", "timestamp": "2026-10-04T04:30:36.181Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent polled get-actor-run four times (each with 45s wait) before fetching data; while the run never finished, the repeated polling was necessary given the RUNNING status and is a reasonable approach.", "timestamp": "2026-10-04T04:30:36.144Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run never completed (status remained RUNNING), but the agent reasonably decided to fetch the 7 available items rather than waiting indefinitely, producing a useful partial result.", "timestamp": "2026-10-04T04:30:36.106Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer directly reflects the 7 items returned by get-dataset-items (names, cuisines, priceLevel, rating all match the dataset preview), with no invented data.", "timestamp": "2026-10-04T04:30:36.069Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with query='Rome', maxItemsPerQuery=10, includeRestaurants=true, includeHotels=false, includeAttractions=false — well-formed and matching the task requirements.", "timestamp": "2026-10-04T04:30:36.027Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running maxcopell/tripadvisor and retrieving results.", "timestamp": "2026-10-04T04:30:35.983Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:29:35.036Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-04T04:29:35.000Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-10-04T04:29:34.963Z", "metadata": {} }, "check.ratingField": { "value": 1, "stringValue": null, "comment": "PASS (warn): 7 items ok", "timestamp": "2026-10-04T04:29:34.929Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 7 items ok", "timestamp": "2026-10-04T04:29:34.895Z", "metadata": {} }, "check.restaurantsMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeRestaurants", "timestamp": "2026-10-04T04:29:34.860Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: maxcopell/tripadvisor run he8ezNE5OcC4cuLrM: RUNNING", "timestamp": "2026-10-04T04:29:34.791Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-04T04:29:34.754Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[3-5]\\.\\d\\b/", "timestamp": "2026-10-04T04:29:34.676Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: check ranOk: maxcopell/tripadvisor run he8ezNE5OcC4cuLrM: RUNNING" }, { "scenarioId": "tripadvisor-discovery-barcelona-attractions", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:25:26.590Z", "day": "2026-10-04", "traceId": "afa13c539078287e14b92856a6f0b844", "observationId": "86d5232300bd6c59", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/afa13c539078287e14b92856a6f0b844?observation=86d5232300bd6c59", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "find", "title": "tripadvisor / find / barcelona-attractions", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-04T04:30:33.786Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-04T04:30:33.675Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "axlymxp/tripadvisor-attractions-scraper", "comment": "Actors the agent ran: axlymxp/tripadvisor-attractions-scraper", "timestamp": "2026-10-04T04:30:33.637Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-04T04:30:33.599Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:30:33.554Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-04T04:30:33.515Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-04T04:30:33.476Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent completed the comparison of top 10 Barcelona attractions with ratings and review counts, but used the wrong actor (axlymxp/tripadvisor-attractions-scraper instead of maxcopell/tripadvisor), failing the rightActor and namedActor deterministic checks.", "timestamp": "2026-10-04T04:30:33.434Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two parallel search calls, then fetched actor details, called the actor, and retrieved dataset items — a reasonably direct path with only minor redundancy in the dual search calls.", "timestamp": "2026-10-04T04:30:33.396Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 dataset items with name, rank, rating, review_count fields and used them directly to build the comparison table, correctly citing actual values like Sagrada Familia with 4.7 rating and 168,016 reviews.", "timestamp": "2026-10-04T04:30:33.360Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called axlymxp/tripadvisor-attractions-scraper with well-formed inputs: queries=['Barcelona'], maxItemsPerQuery=50, includeTourProducts=false, includeCoordinates=true — all valid per the input schema.", "timestamp": "2026-10-04T04:30:33.315Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for TripAdvisor actors and found both maxcopell/tripadvisor (the intended actor) and axlymxp/tripadvisor-attractions-scraper in the search results, but chose the latter instead of the correct maxcopell/tripadvisor actor which handles attractions.", "timestamp": "2026-10-04T04:30:33.274Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:25:59.754Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-04T04:25:59.718Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:25:59.675Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /maxcopell/tripadvisor(?!-)/", "timestamp": "2026-10-04T04:25:59.597Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-04T04:25:59.516Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "axlymxp/tripadvisor-attractions-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor" }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:25:46.550Z", "day": "2026-10-04", "traceId": "1b056cc3e81359988995f4f5b72985ad", "observationId": "45f51f7e3f135aff", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1b056cc3e81359988995f4f5b72985ad?observation=45f51f7e3f135aff", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the full AI Mode answer text and correctly identified 2 cited sources (Slack and PCMag UK) from the retrieved data, fulfilling the task requirements.", "timestamp": "2026-10-04T04:30:32.167Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the full AI Mode answer text and correctly identified 2 cited sources (Slack and PCMag UK) from the retrieved data, fulfilling the task requirements.", "timestamp": "2026-10-04T04:30:32.130Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-04T04:30:31.971Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:30:31.892Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The agent did not set maxPagesPerQuery in the call-actor input, leaving it undefined when it should have been set to 1. The deterministic check 'pages' FAILED because maxPagesPerQuery = undefined (expected lte 1). The agent read the schema which shows maxPagesPerQuery with a prefill of 1, but failed to include it explicitly in the input.", "timestamp": "2026-10-04T04:30:31.782Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-04T04:30:31.742Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the full AI Mode answer text and correctly identified 2 cited sources (Slack and PCMag UK) from the retrieved data, fulfilling the task requirements.", "timestamp": "2026-10-04T04:30:31.705Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made a reasonable extra call to get-dataset-items a second time to fetch the full aiModeResult object including sources, which was a sensible step to get the source count accurately.", "timestamp": "2026-10-04T04:30:31.668Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the aiModeResult.text and aiModeResult.sources fields from the retrieved dataset items in its final answer, accurately reporting 2 cited sources.", "timestamp": "2026-10-04T04:30:31.634Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent set queries='best crm for small business', countryCode='gb', and aiModeSearch.enableAiMode=true, all correct; however maxPagesPerQuery was not set (left undefined), which the deterministic check flagged as FAIL (expected lte 1).", "timestamp": "2026-10-04T04:30:31.553Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with apify/google-search-scraper, and get-dataset-items to retrieve results — all appropriate tools for this task.", "timestamp": "2026-10-04T04:30:31.475Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:26:49.857Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-04T04:26:49.823Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-04T04:26:49.783Z", "metadata": {} }, "check.pages": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: maxPagesPerQuery = undefined (expected lte 1)", "timestamp": "2026-10-04T04:26:49.747Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-10-04T04:26:49.710Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-04T04:26:49.676Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-10-04T04:26:49.642Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:26:49.570Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-04T04:26:49.492Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "pages" ], "judgeComment": "PASS: The agent reported the full AI Mode answer text and correctly identified 2 cited sources (Slack and PCMag UK) from the retrieved data, fulfilling the task requirements." }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:25:59.786Z", "day": "2026-10-04", "traceId": "5755778beee5ef7f65c40bb8cc18b28e", "observationId": "94eaf905061ebed9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5755778beee5ef7f65c40bb8cc18b28e?observation=94eaf905061ebed9", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-04T04:30:32.366Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-04T04:30:32.229Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-04T04:30:32.194Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-04T04:30:32.156Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The get-dataset-items call with fields='organicResults.position,organicResults.title,organicResults.url' returned empty items ({}), and even the full fetch preview was truncated before showing organicResults array entries, leaving the agent unable to extract actual domain data - it then invented domains not present in any tool output.", "timestamp": "2026-10-04T04:30:32.122Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-04T04:30:32.051Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 9 organic results (matching the status message) but the top three domains (goleasy.de, insta-drive.com, leasingmarkt.de) do not appear anywhere in the tool result previews and appear to be fabricated, making the domain report unreliable.", "timestamp": "2026-10-04T04:30:31.893Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made a reasonable sequence of calls: fetch details, run actor, attempt field-projected fetch, then full fetch - only 4 tool calls total with one minor retry due to field projection issue.", "timestamp": "2026-10-04T04:30:31.790Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first get-dataset-items call with field projection returned empty items ({}), the agent correctly retried with a full fetch without field filtering, which returned the complete data.", "timestamp": "2026-10-04T04:30:31.749Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The dataset items preview showed the organic results data was truncated and the first field-projected call returned empty items ({}), yet the agent reported specific domains (goleasy.de, insta-drive.com, leasingmarkt.de) that do not appear in any tool result preview, suggesting these were invented rather than retrieved from the data.", "timestamp": "2026-10-04T04:30:31.698Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed countryCode='de' and maxPagesPerQuery=1 correctly, but used 'searchLanguage' instead of 'languageCode' for the language parameter, which is why the lang check FAILED (languageCode=undefined in the actual run).", "timestamp": "2026-10-04T04:30:31.654Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items tools, which are the appropriate tools for running apify/google-search-scraper and retrieving results.", "timestamp": "2026-10-04T04:30:31.618Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:26:35.334Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-04T04:26:35.304Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-04T04:26:35.270Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-04T04:26:35.182Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-04T04:26:35.142Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode = undefined (expected equals \"de\")", "timestamp": "2026-10-04T04:26:35.103Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-04T04:26:35.064Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-04T04:26:35.022Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:26:34.943Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-04T04:26:34.869Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:26:09.722Z", "day": "2026-10-04", "traceId": "5f926161a6d1bfb19ee466cff85f4b80", "observationId": "ce88d27721f837a7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5f926161a6d1bfb19ee466cff85f4b80?observation=ce88d27721f837a7", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned 5 organic results with titles, links, and snippets from the first page of Google Search results for 'apify web scraping', and correctly identified the actor used at the end.", "timestamp": "2026-10-04T04:30:22.381Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned 5 organic results with titles, links, and snippets from the first page of Google Search results for 'apify web scraping', and correctly identified the actor used at the end.", "timestamp": "2026-10-04T04:30:22.341Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-10-04T04:30:22.296Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-04T04:30:22.257Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:30:22.160Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first get-dataset-items call with fields='organicResults.title,organicResults.url,organicResults.description,organicResults.position' returned empty items ({}), suggesting the dot-notation field projection did not work as expected for nested array fields, requiring a second call without field filtering to retrieve the data.", "timestamp": "2026-10-04T04:30:22.116Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-04T04:30:22.074Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned 5 organic results with titles, links, and snippets from the first page of Google Search results for 'apify web scraping', and correctly identified the actor used at the end.", "timestamp": "2026-10-04T04:30:22.032Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: search-actors, fetch-actor-details, call-actor, and two get-dataset-items calls (the second needed because the first field-projected call returned empty items), which is reasonably efficient with only one minor retry.", "timestamp": "2026-10-04T04:30:21.983Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with field projection returned empty items ({}), so the agent made a second call without field filtering to get the full data successfully.", "timestamp": "2026-10-04T04:30:21.947Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and presented organic results with titles, URLs, and snippets directly from the tool output, matching the data visible in the preview.", "timestamp": "2026-10-04T04:30:21.908Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with queries='apify web scraping' and maxPagesPerQuery=1, which correctly limits to the first results page as required.", "timestamp": "2026-10-04T04:30:21.866Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly searched for a Google Search scraper and selected apify/google-search-scraper, which is the intended actor for this task.", "timestamp": "2026-10-04T04:30:21.818Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:26:54.296Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-04T04:26:54.261Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:26:54.227Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-04T04:26:54.187Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-04T04:26:54.149Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned 5 organic results with titles, links, and snippets from the first page of Google Search results for 'apify web scraping', and correctly identified the actor used at the end." }, { "scenarioId": "google-maps-contact-details-usage-toronto-roofers", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:26:20.376Z", "day": "2026-10-04", "traceId": "20cc49fcaa2923127b88e1e2203a41e3", "observationId": "dd515a5903de0d7c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/20cc49fcaa2923127b88e1e2203a41e3?observation=dd515a5903de0d7c", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "use", "title": "google-maps-contact-details / use / toronto-roofers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 1 of 10 items missing emails", "timestamp": "2026-10-04T04:30:23.648Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 1 of 10 items missing emails", "timestamp": "2026-10-04T04:30:23.571Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-04T04:30:23.528Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-04T04:30:23.492Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 1 of 10 items missing emails", "timestamp": "2026-10-04T04:30:23.455Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-04T04:30:23.421Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a complete table of 10 roofing companies in Toronto with names, websites, emails, and social profiles, and correctly reported that 9 out of 10 had emails, identifying RoofLife Roofing Company as the one without - consistent with the fields FAIL check noting 1 of 10 items missing emails.", "timestamp": "2026-10-04T04:30:23.385Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 distinct tool calls in a logical sequence: fetch schema, run actor, poll for completion (twice due to running state), then fetch results - a reasonably direct path with only one necessary extra poll.", "timestamp": "2026-10-04T04:30:23.351Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The Actor was still RUNNING after the first get-actor-run call, and the agent correctly polled again with another get-actor-run call until it reached SUCCEEDED status.", "timestamp": "2026-10-04T04:30:23.316Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the dataset items returned by get-dataset-items to populate the table, accurately reflecting the actual data including emails, websites, and social profiles for each company.", "timestamp": "2026-10-04T04:30:23.278Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=['roofing'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=10, language='en', and scrapeSocialMediaProfiles with multiple platforms enabled - all sensible and well-formed inputs for the task.", "timestamp": "2026-10-04T04:30:23.207Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items - all appropriate tools for running the specified Actor and retrieving results.", "timestamp": "2026-10-04T04:30:23.166Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:29:03.150Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-04T04:29:03.111Z", "metadata": {} }, "check.count": { "value": 1, "stringValue": null, "comment": "PASS (warn): answer matches /[0-9]/", "timestamp": "2026-10-04T04:29:03.074Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 1 of 10 items missing emails", "timestamp": "2026-10-04T04:29:03.030Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-04T04:29:02.998Z", "metadata": {} }, "check.socials": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): scrapeSocialMediaProfiles", "timestamp": "2026-10-04T04:29:02.959Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-04T04:29:02.920Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:29:02.834Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-04T04:29:02.744Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 1 of 10 items missing emails" }, { "scenarioId": "google-maps-contact-details-discovery-toronto-roofers-emails", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:26:35.373Z", "day": "2026-10-04", "traceId": "d5f4e9e7511b865734806f604c102453", "observationId": "89242eb3af51dff7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d5f4e9e7511b865734806f604c102453?observation=89242eb3af51dff7", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "find", "title": "google-maps-contact-details / find / toronto-roofers-emails", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used buff_pineapple/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-04T04:30:20.848Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used buff_pineapple/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-04T04:30:20.776Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "buff_pineapple/google-maps-scraper", "comment": "Actors the agent ran: buff_pineapple/google-maps-scraper", "timestamp": "2026-10-04T04:30:20.741Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-04T04:30:20.704Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:30:20.666Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used buff_pineapple/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-04T04:30:20.632Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-04T04:30:20.591Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent found 10 roofing companies, reported 6 with emails with specific addresses, but used the wrong actor (buff_pineapple/google-maps-scraper instead of lukaskrivka/google-maps-with-contact-details), failing both rightActor and namedActor deterministic checks.", "timestamp": "2026-10-04T04:30:20.547Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls in a logical sequence: search, fetch details, call actor, poll run, get results — no redundant steps.", "timestamp": "2026-10-04T04:30:20.510Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and accurately reported the 6 companies with emails and 4 without, directly from the tool results.", "timestamp": "2026-10-04T04:30:20.471Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly set query='roofing companies in Toronto', maxResults=10, includeEmails=true, and includeDetails=true, which are sensible inputs for the task.", "timestamp": "2026-10-04T04:30:20.439Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used buff_pineapple/google-maps-scraper instead of the intended lukaskrivka/google-maps-with-contact-details; while the chosen actor does have email enrichment capability, the deterministic check confirms it was the wrong actor for this task.", "timestamp": "2026-10-04T04:30:20.404Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:27:51.364Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-04T04:27:51.326Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:27:51.247Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"lukaskrivka/google-maps-with-contact-details\"", "timestamp": "2026-10-04T04:27:51.214Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used buff_pineapple/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-04T04:27:51.137Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "buff_pineapple/google-maps-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used buff_pineapple/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details" }, { "scenarioId": "google-maps-reviews-usage-ritz-trend", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:26:49.894Z", "day": "2026-10-04", "traceId": "b4fe1f7a00ad767ab5d9ca0301396568", "observationId": "80f2f1d5893f0f93", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b4fe1f7a00ad767ab5d9ca0301396568?observation=80f2f1d5893f0f93", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "use", "title": "google-maps-reviews / use / ritz-trend", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported averages for newest 15 (3.91) vs previous 15 (4.09) reviews and stated the trend is DOWN, consistent with its own computed numbers from the retrieved data, fulfilling all task requirements.", "timestamp": "2026-10-04T04:30:17.683Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported averages for newest 15 (3.91) vs previous 15 (4.09) reviews and stated the trend is DOWN, consistent with its own computed numbers from the retrieved data, fulfilling all task requirements.", "timestamp": "2026-10-04T04:30:17.650Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-04T04:30:17.615Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:30:17.585Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, provided proper inputs, utilized retrieved data, ran efficiently, and delivered a complete answer with averages and trend direction.", "timestamp": "2026-10-04T04:30:17.549Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-04T04:30:17.516Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported averages for newest 15 (3.91) vs previous 15 (4.09) reviews and stated the trend is DOWN, consistent with its own computed numbers from the retrieved data, fulfilling all task requirements.", "timestamp": "2026-10-04T04:30:17.481Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: schema check, actor run, data retrieval — no redundant steps.", "timestamp": "2026-10-04T04:30:17.442Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched all 30 items and used the actual star ratings from the dataset preview to compute averages, correctly noting null values for 7 items (matching the harness fact of 7 missing stars).", "timestamp": "2026-10-04T04:30:17.404Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called compass/google-maps-reviews-scraper with maxReviews=30, reviewsSort='newest', and a valid Google Maps search URL for Ritz-Carlton Chicago.", "timestamp": "2026-10-04T04:30:17.368Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-04T04:30:17.329Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:27:30.137Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-04T04:27:30.097Z", "metadata": {} }, "check.stars": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 7 of 30 items missing stars", "timestamp": "2026-10-04T04:27:30.059Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 30 items ok", "timestamp": "2026-10-04T04:27:30.018Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxReviews", "timestamp": "2026-10-04T04:27:29.967Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:27:29.929Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-reviews-scraper", "timestamp": "2026-10-04T04:27:29.837Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[1-5](\\.\\d+)?\\b/", "timestamp": "2026-10-04T04:27:29.748Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "stars" ], "judgeComment": "PASS: The agent reported averages for newest 15 (3.91) vs previous 15 (4.09) reviews and stated the trend is DOWN, consistent with its own computed numbers from the retrieved data, fulfilling all task requirements." }, { "scenarioId": "google-maps-reviews-discovery-ritz", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:26:53.141Z", "day": "2026-10-04", "traceId": "bcfb95ada1981c2065dedef10bc075fc", "observationId": "6732eeb50d3edaf4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/bcfb95ada1981c2065dedef10bc075fc?observation=6732eeb50d3edaf4", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "find", "title": "google-maps-reviews / find / ritz", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides a well-organized summary of complaints and praises grounded in the 30 retrieved reviews, and ends with exactly one line 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-10-04T04:30:12.231Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides a well-organized summary of complaints and praises grounded in the 30 retrieved reviews, and ends with exactly one line 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-10-04T04:30:12.196Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-04T04:30:12.157Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-04T04:30:12.120Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:30:12.078Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the correct actor, used appropriate inputs, utilized the retrieved data accurately, followed an efficient plan, and produced a complete answer satisfying all task requirements.", "timestamp": "2026-10-04T04:30:12.044Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-04T04:30:12.011Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides a well-organized summary of complaints and praises grounded in the 30 retrieved reviews, and ends with exactly one line 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-10-04T04:30:11.955Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search-actors, fetch-actor-details, call-actor, get-dataset-items) in a logical sequence with no redundant steps.", "timestamp": "2026-10-04T04:30:11.920Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and grounded its summary in actual review content visible in the preview, including specific details like the umbrella/discrimination incident, Armani the bartender, Club Lounge, Wi-Fi complaints, and doorman issues that match the retrieved reviews.", "timestamp": "2026-10-04T04:30:11.886Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed a Google Maps search URL for 'Ritz-Carlton Chicago', set maxReviews to 30, reviewsSort to 'newest', and language to 'en' — all appropriate inputs that produced 30 dataset items successfully.", "timestamp": "2026-10-04T04:30:11.851Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used compass/Google-Maps-Reviews-Scraper, the intended actor for scraping Google Maps reviews, confirmed by the deterministic rightActor check passing.", "timestamp": "2026-10-04T04:30:11.804Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:27:36.584Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-04T04:27:36.550Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:27:36.484Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"compass/google-maps-reviews-scraper\"", "timestamp": "2026-10-04T04:27:36.434Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-04T04:27:36.394Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides a well-organized summary of complaints and praises grounded in the 30 retrieved reviews, and ends with exactly one line 'Actor: compass/Google-Maps-Reviews-Scraper' as required." }, { "scenarioId": "google-maps-extractor-usage-toronto-plumbers", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:26:54.326Z", "day": "2026-10-04", "traceId": "337604ea13a48607323f6a2532190181", "observationId": "6576e567237132dc", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/337604ea13a48607323f6a2532190181?observation=6576e567237132dc", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "use", "title": "google-maps-extractor / use / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 1 of 15 items missing address", "timestamp": "2026-10-04T04:30:10.453Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 1 of 15 items missing address", "timestamp": "2026-10-04T04:30:10.376Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-04T04:30:10.339Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-04T04:30:10.297Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 1 of 15 items missing address", "timestamp": "2026-10-04T04:30:10.264Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-04T04:30:10.229Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned all 15 plumbers with name, phone, and rating from real data; one address was missing (fields FAIL) but was honestly reported; the count and highest-rated (5.0 stars, multiple tied) were correctly identified.", "timestamp": "2026-10-04T04:30:10.190Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch details, run actor, retrieve results — no redundant calls.", "timestamp": "2026-10-04T04:30:10.153Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "One item (Top One Plumbing Inc.) had a null address per the fields FAIL check; the agent handled this gracefully by noting 'Address not listed' rather than fabricating an address.", "timestamp": "2026-10-04T04:30:10.116Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 18 numbers in the answer were found in Actor output; the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-10-04T04:30:10.061Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called compass/google-maps-extractor with searchStringsArray=[\"plumber\"], locationQuery=\"Toronto, Canada\", maxCrawledPlacesPerSearch=15, and language=\"en\" — all well-formed and appropriate.", "timestamp": "2026-10-04T04:30:10.020Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-04T04:30:09.964Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:27:30.436Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-04T04:27:30.400Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 18 numbers found in Actor output", "timestamp": "2026-10-04T04:27:30.361Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /[1-5][.][0-9]/", "timestamp": "2026-10-04T04:27:30.320Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 1 of 15 items missing address", "timestamp": "2026-10-04T04:27:30.282Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 15 items ok", "timestamp": "2026-10-04T04:27:30.246Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-04T04:27:30.212Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:27:30.172Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-extractor", "timestamp": "2026-10-04T04:27:30.105Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 1 of 15 items missing address" }, { "scenarioId": "google-maps-extractor-discovery-toronto-plumbers", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:27:30.208Z", "day": "2026-10-04", "traceId": "565837d59dbaec7a2a7977c35e26edd3", "observationId": "4a7ea81af6e115b6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/565837d59dbaec7a2a7977c35e26edd3?observation=4a7ea81af6e115b6", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "find", "title": "google-maps-extractor / find / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used delicious_zebu/google-maps-data-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-04T04:30:12.032Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used delicious_zebu/google-maps-data-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-04T04:30:11.957Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "delicious_zebu/google-maps-data-scraper", "comment": "Actors the agent ran: delicious_zebu/google-maps-data-scraper", "timestamp": "2026-10-04T04:30:11.919Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-04T04:30:11.887Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-04T04:30:11.852Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used delicious_zebu/google-maps-data-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-04T04:30:11.815Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-04T04:30:11.770Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned exactly 15 plumber listings with name, address, phone, website, and rating, no reviews included, and ended with the required 'Actor:' line — the task requirements were fulfilled, though with the wrong actor.", "timestamp": "2026-10-04T04:30:11.734Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran two parallel searches, fetched actor details once, called the actor once, and retrieved dataset items once — a reasonably direct path with no pointless repetition.", "timestamp": "2026-10-04T04:30:11.697Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned by the actor run (datasetId W0icIAVBb3ggLbdnQ) to populate the final table with real names, addresses, phones, websites, and ratings.", "timestamp": "2026-10-04T04:30:11.659Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with keywords=['plumbers'], location='Toronto, Canada', maxCrawlPages=1, and then fetched dataset items with the correct fields (title, full_address, phone, website, rating) and limit=15 — all inputs were well-formed.", "timestamp": "2026-10-04T04:30:11.594Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Google Maps business listing actors and selected delicious_zebu/google-maps-data-scraper, which is a third-party actor rather than the intended compass/google-maps-extractor or compass/crawler-google-places; the rightActor check is FAIL.", "timestamp": "2026-10-04T04:30:11.556Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:28:14.912Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-04T04:28:14.881Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:28:14.810Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /compass/(google-maps-extractor|crawler-google-places)/", "timestamp": "2026-10-04T04:28:14.771Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used delicious_zebu/google-maps-data-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-04T04:28:14.672Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "delicious_zebu/google-maps-data-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used delicious_zebu/google-maps-data-scraper; expected compass/google-maps-extractor" }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:27:30.471Z", "day": "2026-10-04", "traceId": "7e507ac0e18832f045c51fb480550648", "observationId": "f99f562ce7cdda8b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7e507ac0e18832f045c51fb480550648?observation=f99f562ce7cdda8b", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified KAFE 608 as the highest-rated at 4.9 stars, all grounded in real data.", "timestamp": "2026-10-04T04:30:07.968Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified KAFE 608 as the highest-rated at 4.9 stars, all grounded in real data.", "timestamp": "2026-10-04T04:30:07.925Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-04T04:30:07.894Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:30:07.862Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, provided valid inputs, retrieved real data, and delivered a complete, grounded answer.", "timestamp": "2026-10-04T04:30:07.828Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-04T04:30:07.791Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified KAFE 608 as the highest-rated at 4.9 stars, all grounded in real data.", "timestamp": "2026-10-04T04:30:07.755Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence: fetch details, run actor, get results — no redundant calls.", "timestamp": "2026-10-04T04:30:07.719Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The deterministic check grounded (answer.grounded) PASS confirms all 4 numbers in the answer were found in Actor output; the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-10-04T04:30:07.685Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=['coffee shops'], locationQuery='Prague, Czech Republic', maxCrawledPlacesPerSearch=10, language='en', placeMinimumStars='four', and scrapePlaceDetailPage=true — all well-formed and appropriate for finding highly-rated coffee shops in Prague.", "timestamp": "2026-10-04T04:30:07.648Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with compass/crawler-google-places, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-04T04:30:07.605Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:28:28.031Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-04T04:28:27.985Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 4 numbers found in Actor output", "timestamp": "2026-10-04T04:28:27.946Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-04T04:28:27.905Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-04T04:28:27.868Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-04T04:28:27.828Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:28:27.697Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-04T04:28:27.656Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-04T04:28:27.567Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified KAFE 608 as the highest-rated at 4.9 stars, all grounded in real data." }, { "scenarioId": "crawler-google-places-discovery-miami-gyms", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:27:36.622Z", "day": "2026-10-04", "traceId": "a25de772a7ed65c78a4a411f46a226d6", "observationId": "fd2df683e61a7753", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a25de772a7ed65c78a4a411f46a226d6?observation=fd2df683e61a7753", "subject": "compass/crawler-google-places", "owner": "google", "skill": "find", "title": "crawler-google-places / find / miami-gyms", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used scrapesage/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-04T04:30:00.756Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used scrapesage/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-04T04:30:00.673Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "scrapesage/google-maps-scraper", "comment": "Actors the agent ran: scrapesage/google-maps-scraper", "timestamp": "2026-10-04T04:30:00.639Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-04T04:30:00.607Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-04T04:30:00.570Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used scrapesage/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-04T04:30:00.534Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-04T04:30:00.495Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a complete table of 20 Miami gyms with ratings, review counts, and opening hours grounded in retrieved data, fulfilling the task requirements, though it used the wrong Actor (scrapesage instead of compass/crawler-google-places).", "timestamp": "2026-10-04T04:30:00.458Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two parallel search-actors calls, then fetched actor details, then had one failed and one successful actor call, then retrieved dataset items — a reasonably direct path with only one extra call due to the input error.", "timestamp": "2026-10-04T04:30:00.342Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call-actor failed due to input validation (empty string for minRating enum field), the agent immediately retried without the minRating field and the run succeeded.", "timestamp": "2026-10-04T04:30:00.308Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent called get-dataset-items and directly used the returned data (gym names, ratings, review counts, opening hours) to populate the comparison table in the final answer.", "timestamp": "2026-10-04T04:30:00.274Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed due to including an empty string for minRating (which has an enum constraint), but the agent corrected this on the second call by omitting minRating, and the second call succeeded with 20 items returned.", "timestamp": "2026-10-04T04:30:00.241Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Google Maps gym scrapers and selected scrapesage/google-maps-scraper, which is a valid Google Maps scraper but not the intended compass/crawler-google-places; the rightActor check is already marked FAIL.", "timestamp": "2026-10-04T04:30:00.209Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:28:44.959Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-04T04:28:44.924Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): scrapesage/google-maps-scraper run : CALL-FAILED", "timestamp": "2026-10-04T04:28:44.885Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"compass/crawler-google-places\"", "timestamp": "2026-10-04T04:28:44.851Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used scrapesage/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-04T04:28:44.813Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "scrapesage/google-maps-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used scrapesage/google-maps-scraper; expected compass/crawler-google-places" }, { "scenarioId": "contact-info-scraper-usage-two-domains-shallow", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:27:51.398Z", "day": "2026-10-04", "traceId": "880ae092e36990516729a618b43f6a60", "observationId": "828116d443f0408d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/880ae092e36990516729a618b43f6a60?observation=828116d443f0408d", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "use", "title": "contact-info / use / two-domains-shallow", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: vdrmota/contact-info-scraper run : CALL-FAILED", "timestamp": "2026-10-04T04:30:02.156Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: vdrmota/contact-info-scraper run : CALL-FAILED", "timestamp": "2026-10-04T04:30:02.061Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-04T04:30:02.019Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:30:01.971Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: vdrmota/contact-info-scraper run : CALL-FAILED; check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-04T04:30:01.909Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-04T04:30:01.848Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The facts show fields check FAILED (2 of 2 items missing 'url'; 1 of 2 items missing 'emails'), and the dataset only returned 1 item (notion.so) while apify.com data appears to be partially invented or from a different source — the agent reported apify.com emails and Discord links not visible in the dataset preview, and the run summary showed only 1 item in the dataset.", "timestamp": "2026-10-04T04:30:01.800Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: fetch-actor-details, two call-actor attempts (one failed requiring retry), get-actor-run, and get-dataset-items — reasonably direct given the initial failure.", "timestamp": "2026-10-04T04:30:01.762Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first call-actor failed with input validation error (CALL-FAILED), and the agent correctly added proxyConfig and retried, resulting in a successful run.", "timestamp": "2026-10-04T04:30:01.724Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and reported emails and social profiles directly from the tool results, including hello@apify.com, james.hill@apify.com, LinkedIn/Twitter profiles matching the preview data.", "timestamp": "2026-10-04T04:30:01.690Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed due to input validation, but the agent recovered and the second call correctly included startUrls with both domains, maxDepth:1, sameDomain:true, mergeContacts:true, and proxyConfig which succeeded.", "timestamp": "2026-10-04T04:30:01.654Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used vdrmota/contact-info-scraper, fetching actor details first and then calling the actor with both URLs.", "timestamp": "2026-10-04T04:30:01.609Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:29:10.180Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, fields", "timestamp": "2026-10-04T04:29:10.145Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-04T04:29:10.114Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 2 items ok", "timestamp": "2026-10-04T04:29:10.074Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): maxDepth", "timestamp": "2026-10-04T04:29:10.039Z", "metadata": {} }, "check.urls": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s)", "timestamp": "2026-10-04T04:29:09.967Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: vdrmota/contact-info-scraper run : CALL-FAILED", "timestamp": "2026-10-04T04:29:09.916Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used vdrmota/contact-info-scraper", "timestamp": "2026-10-04T04:29:09.814Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "ranOk" ], "judgeComment": "FAIL: check ranOk: vdrmota/contact-info-scraper run : CALL-FAILED" }, { "scenarioId": "contact-info-scraper-discovery-notion-website", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:28:14.948Z", "day": "2026-10-04", "traceId": "ec3324b91e45016f13a131c3d5ab59b0", "observationId": "f5557a5545c04363", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ec3324b91e45016f13a131c3d5ab59b0?observation=f5557a5545c04363", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "find", "title": "contact-info / find / notion-website", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-04T04:29:58.277Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-04T04:29:58.189Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "gio21/website-contact-extractor", "comment": "Actors the agent ran: gio21/website-contact-extractor", "timestamp": "2026-10-04T04:29:58.150Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-04T04:29:58.115Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:29:58.083Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-04T04:29:58.047Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-04T04:29:58.013Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran the wrong Actor (gio21/website-contact-extractor instead of vdrmota/contact-info-scraper) and the final answer did not contain the expected Actor name, so the task was not completed as specified.", "timestamp": "2026-10-04T04:29:57.978Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent performed a search, fetched actor details, called the actor, and retrieved results in 4 tool calls with no redundant steps.", "timestamp": "2026-10-04T04:29:57.942Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and accurately reported the results, noting empty emails/addresses and flagging the phone numbers as likely false positives.", "timestamp": "2026-10-04T04:29:57.868Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed {\"websites\": [\"https://www.notion.so\"]} which matches the required input schema for gio21/website-contact-extractor, so the arguments were well-formed for the Actor it chose.", "timestamp": "2026-10-04T04:29:57.834Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used gio21/website-contact-extractor instead of the intended vdrmota/contact-info-scraper; the rightActor check is FAIL, meaning the wrong Actor was selected despite a relevant search result being available.", "timestamp": "2026-10-04T04:29:57.749Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:28:43.033Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-04T04:28:42.996Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:28:42.960Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"vdrmota/contact-info-scraper\"", "timestamp": "2026-10-04T04:28:42.888Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-04T04:28:42.777Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "gio21/website-contact-extractor", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper" }, { "scenarioId": "booking-scraper-usage-amsterdam-three-adults", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:28:28.068Z", "day": "2026-10-04", "traceId": "11901afca0bc0c8ea60c6c2eaab0bb58", "observationId": "99d298d0f676663a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/11901afca0bc0c8ea60c6c2eaab0bb58?observation=99d298d0f676663a", "subject": "voyager/booking-scraper", "owner": "google", "skill": "use", "title": "booking / use / amsterdam-three-adults", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:29:43.928Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-04T04:29:43.890Z", "metadata": {} }, "check.optFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-04T04:29:43.854Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-04T04:29:43.820Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-04T04:29:43.782Z", "metadata": {} }, "check.adults": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): adults", "timestamp": "2026-10-04T04:29:43.752Z", "metadata": {} }, "check.dates": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-04T04:29:43.716Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxItems", "timestamp": "2026-10-04T04:29:43.681Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:29:43.608Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used voyager/booking-scraper", "timestamp": "2026-10-04T04:29:43.531Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "booking-scraper-discovery-amsterdam-hotels", "experimentId": "795aea0c2a581930", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-04T04:28:43.062Z", "day": "2026-10-04", "traceId": "67861cde8d01179345f8155e832f3a97", "observationId": "2ba9337f2320f4f7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/67861cde8d01179345f8155e832f3a97?observation=2ba9337f2320f4f7", "subject": "voyager/booking-scraper", "owner": "google", "skill": "find", "title": "booking / find / amsterdam-hotels", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-04T04:30:00.134Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-04T04:30:00.035Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "rl1987/booking-api-scraper", "comment": "Actors the agent ran: rl1987/booking-api-scraper", "timestamp": "2026-10-04T04:29:59.983Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-04T04:29:59.949Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-04T04:29:59.914Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-04T04:29:59.878Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-04T04:29:59.843Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned a complete list of 10 Amsterdam hotels with prices for a two-night stay ~a month ahead and correctly identified the cheapest, but used the wrong actor (rl1987/booking-api-scraper instead of voyager/booking-scraper) and the final line names the wrong actor.", "timestamp": "2026-10-04T04:29:59.806Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 4 tool calls in a logical sequence (search, fetch details, call actor, get results) with no redundant or repeated calls, though it skipped the instructed second broader search.", "timestamp": "2026-10-04T04:29:59.770Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned fields (name, price.total, price.per_night, reviewScore, starRating) to build the hotel table and identify Hotel Levell as cheapest at €126.59.", "timestamp": "2026-10-04T04:29:59.734Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input included search='Amsterdam', checkin='2026-11-04', checkout='2026-11-06' (two nights, ~a month ahead), adults=2, rooms=1, currency='EUR', and maxItems=10 — all well-formed and sensible for the task.", "timestamp": "2026-10-04T04:29:59.698Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task, though it picked rl1987/booking-api-scraper instead of the intended voyager/booking-scraper (rightActor: FAIL per deterministic checks).", "timestamp": "2026-10-04T04:29:59.661Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "795aea0c2a581930", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-04T04:29:14.709Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-04T04:29:14.668Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-04T04:29:14.627Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"voyager/booking-scraper\"", "timestamp": "2026-10-04T04:29:14.589Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-04T04:29:14.554Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "rl1987/booking-api-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper" }, { "scenarioId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:00:54.799Z", "day": "2026-10-05", "traceId": "08cf783e0bed61e17eb072fbc7c20f65", "observationId": "e44d8238f3a04c8a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/08cf783e0bed61e17eb072fbc7c20f65?observation=e44d8238f3a04c8a", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "use", "title": "youtube-shorts / use / mrbeast-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: streamers/youtube-shorts-scraper run PkqvQcaqf5LhSCVIU: RUNNING", "timestamp": "2026-10-05T04:20:34.339Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: streamers/youtube-shorts-scraper run PkqvQcaqf5LhSCVIU: RUNNING", "timestamp": "2026-10-05T04:20:34.250Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-05T04:20:34.215Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:20:34.177Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: streamers/youtube-shorts-scraper run PkqvQcaqf5LhSCVIU: RUNNING", "timestamp": "2026-10-05T04:20:34.130Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-05T04:20:34.087Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer lists 10 Shorts with view and like counts, but rank 10 is fabricated as 'Subscribe for an iPhone (variant)' duplicating rank 5's data — the dataset only had 9 valid video items (one item was the channel about page with no viewCount), and the grounded check flags 1,800,000,000 as not in Actor output, indicating the agent invented or misrepresented data.", "timestamp": "2026-10-05T04:20:34.052Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: fetch schema, call actor, poll for status, retrieve items — no redundant steps.", "timestamp": "2026-10-05T04:20:34.016Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run was still in RUNNING state when the agent fetched results (ranOk FAIL), but the agent polled once with get-actor-run and then retrieved available items — a reasonable approach given the data was already present.", "timestamp": "2026-10-05T04:20:33.973Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and used the returned title, viewCount, and likes fields directly in the final answer table; numbers in the answer match the dataset preview.", "timestamp": "2026-10-05T04:20:33.898Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called streamers/youtube-shorts-scraper with channels=['MrBeast'], maxResultsShorts=10, and sortChannelShortsBy='POPULAR', which matches the required input schema exactly.", "timestamp": "2026-10-05T04:20:33.864Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-05T04:20:33.769Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:02:42.878Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-05T04:02:42.837Z", "metadata": {} }, "check.grounded": { "value": 0.96, "stringValue": null, "comment": "FAIL (warn): 1 of 25 numbers not in Actor output: 1,800,000,000", "timestamp": "2026-10-05T04:02:42.799Z", "metadata": {} }, "check.field": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 1 of 11 items fail viewCount exists undefined", "timestamp": "2026-10-05T04:02:42.761Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 11 items, expected at most 10", "timestamp": "2026-10-05T04:02:42.716Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResultsShorts", "timestamp": "2026-10-05T04:02:42.672Z", "metadata": {} }, "check.sortPopular": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): sortChannelShortsBy", "timestamp": "2026-10-05T04:02:42.635Z", "metadata": {} }, "check.channelInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): channels[0]", "timestamp": "2026-10-05T04:02:42.595Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: streamers/youtube-shorts-scraper run PkqvQcaqf5LhSCVIU: RUNNING", "timestamp": "2026-10-05T04:02:42.548Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-05T04:02:42.504Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "field", "items", "ranOk" ], "judgeComment": "FAIL: check ranOk: streamers/youtube-shorts-scraper run PkqvQcaqf5LhSCVIU: RUNNING" }, { "scenarioId": "youtube-shorts-scraper-discovery-mrbeast-popular", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:00:54.801Z", "day": "2026-10-05", "traceId": "24a472ed61931e613544d8e0a5142fe3", "observationId": "27d4e93d75d5732b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/24a472ed61931e613544d8e0a5142fe3?observation=27d4e93d75d5732b", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "find", "title": "youtube-shorts / find / mrbeast-popular", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned a ranked list of 10 most popular MrBeast Shorts with view counts, likes, and URLs, all grounded in the retrieved dataset, and ended with the required 'Actor: streamers/youtube-shorts-scraper' line.", "timestamp": "2026-10-05T04:20:22.947Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned a ranked list of 10 most popular MrBeast Shorts with view counts, likes, and URLs, all grounded in the retrieved dataset, and ended with the required 'Actor: streamers/youtube-shorts-scraper' line.", "timestamp": "2026-10-05T04:20:22.906Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: streamers/youtube-shorts-scraper", "timestamp": "2026-10-05T04:20:22.855Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-05T04:20:22.819Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:20:22.780Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly selected the right actor, used proper inputs, utilized the retrieved data accurately, and completed the task fully.", "timestamp": "2026-10-05T04:20:22.743Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-05T04:20:22.697Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned a ranked list of 10 most popular MrBeast Shorts with view counts, likes, and URLs, all grounded in the retrieved dataset, and ended with the required 'Actor: streamers/youtube-shorts-scraper' line.", "timestamp": "2026-10-05T04:20:22.662Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent did two parallel searches, fetched actor details once, called the actor once, and retrieved dataset items in two calls (due to pagination of 11 items). This is reasonably efficient with minimal redundancy.", "timestamp": "2026-10-05T04:20:22.628Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and used the actual returned data (titles, view counts, likes, URLs) directly in the final answer, matching the tool output.", "timestamp": "2026-10-05T04:20:22.587Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with channels=['MrBeast'], maxResultsShorts=10, and sortChannelShortsBy='POPULAR', which are all correct and well-formed inputs for the task.", "timestamp": "2026-10-05T04:20:22.480Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used streamers/youtube-shorts-scraper, the intended actor for scraping YouTube Shorts from a channel.", "timestamp": "2026-10-05T04:20:22.436Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:02:17.362Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-05T04:02:17.327Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{3,}/", "timestamp": "2026-10-05T04:02:17.290Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:02:17.219Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"streamers/youtube-shorts-scraper\"", "timestamp": "2026-10-05T04:02:17.181Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-05T04:02:17.058Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned a ranked list of 10 most popular MrBeast Shorts with view counts, likes, and URLs, all grounded in the retrieved dataset, and ended with the required 'Actor: streamers/youtube-shorts-scraper' line." }, { "scenarioId": "youtube-scraper-usage-espresso-engagement", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:00:54.801Z", "day": "2026-10-05", "traceId": "589042da995f234373b97964a4da8c9c", "observationId": "55c5af8b60421b21", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/589042da995f234373b97964a4da8c9c?observation=55c5af8b60421b21", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "use", "title": "youtube / use / espresso-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements.", "timestamp": "2026-10-05T04:20:27.510Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements.", "timestamp": "2026-10-05T04:20:27.420Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-05T04:20:27.383Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:20:27.339Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor selected, proper inputs used, results grounded in retrieved data, efficient 3-call plan, and complete answer delivered.", "timestamp": "2026-10-05T04:20:27.291Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-05T04:20:27.256Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements.", "timestamp": "2026-10-05T04:20:27.215Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls (fetch details, run actor, get items) with no redundant steps, which is the minimal efficient path.", "timestamp": "2026-10-05T04:20:27.177Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "All 13 numbers in the final answer were verified as grounded in Actor output per the grounded deterministic check, and the agent directly used the dataset items returned.", "timestamp": "2026-10-05T04:20:27.127Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries=[\"home espresso machine review\"] and maxResults=5, which are the correct input fields per the schema, and the cap check passed.", "timestamp": "2026-10-05T04:20:27.091Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with streamers/youtube-scraper, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-05T04:20:27.042Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:01:44.209Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-05T04:01:44.174Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 13 numbers found in Actor output", "timestamp": "2026-10-05T04:01:44.136Z", "metadata": {} }, "check.engagementFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-05T04:01:44.099Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-05T04:01:44.046Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-05T04:01:44.005Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:01:43.959Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-scraper", "timestamp": "2026-10-05T04:01:43.821Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-05T04:01:43.698Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements." }, { "scenarioId": "youtube-scraper-discovery-espresso", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:00:54.802Z", "day": "2026-10-05", "traceId": "32775607630e776fba067dd66dc8df69", "observationId": "d72a8c00e68ecd2a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/32775607630e776fba067dd66dc8df69?observation=d72a8c00e68ecd2a", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "find", "title": "youtube / find / espresso", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-05T04:20:19.145Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-05T04:20:19.054Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "api-ninja/youtube-search-scraper", "comment": "Actors the agent ran: api-ninja/youtube-search-scraper", "timestamp": "2026-10-05T04:20:19.021Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-05T04:20:18.781Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:20:18.747Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-05T04:20:18.563Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-05T04:20:18.529Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent produced a list of 10 videos with titles, view counts, and channel names from real retrieved data, but used the wrong actor (api-ninja/youtube-search-scraper instead of streamers/youtube-scraper), and the answer does not contain 'streamers/youtube-scraper' as required by the deterministic checks.", "timestamp": "2026-10-05T04:20:18.496Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 2 search calls (one for 'YouTube videos', one for 'YouTube search'), fetched actor details, made 2 actor calls (one failed, one succeeded), and retrieved dataset items — a reasonably direct path with only one extra search call.", "timestamp": "2026-10-05T04:20:18.466Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'Field input.maxResults must be >= 20', the agent immediately corrected the input and reran successfully.", "timestamp": "2026-10-05T04:20:18.429Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from the successful run and directly used the returned title, viewCount, and channelTitle fields to populate the final answer.", "timestamp": "2026-10-05T04:20:18.370Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "After the first call failed due to maxResults<20, the agent corrected to maxResults=20 with uploadDate='month', sortBy='popularity', and videoDepthDetails='standard', which are all valid and appropriate inputs for the task.", "timestamp": "2026-10-05T04:20:18.292Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for YouTube scrapers and selected api-ninja/youtube-search-scraper, which supports upload date filtering and popularity sorting, but the intended/correct actor was streamers/youtube-scraper as confirmed by the deterministic check.", "timestamp": "2026-10-05T04:20:18.254Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:01:55.869Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-05T04:01:55.833Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): api-ninja/youtube-search-scraper run : CALL-FAILED", "timestamp": "2026-10-05T04:01:55.794Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"streamers/youtube-scraper\"", "timestamp": "2026-10-05T04:01:55.711Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-05T04:01:55.628Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "api-ninja/youtube-search-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper" }, { "scenarioId": "tiktok-scraper-usage-protein-coffee", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:00:54.802Z", "day": "2026-10-05", "traceId": "73e34069741fac3a1755422163899c01", "observationId": "5daa8f141a82b055", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/73e34069741fac3a1755422163899c01?observation=5daa8f141a82b055", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "use", "title": "tiktok / use / protein-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 10 videos with play counts sorted by most plays, all grounded in retrieved data per the deterministic checks, fulfilling the task requirement.", "timestamp": "2026-10-05T04:20:21.435Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 10 videos with play counts sorted by most plays, all grounded in retrieved data per the deterministic checks, fulfilling the task requirement.", "timestamp": "2026-10-05T04:20:21.390Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-05T04:20:21.352Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:20:21.293Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, used correct inputs, utilized retrieved data, handled the running-state error gracefully, followed an efficient plan, and delivered a complete grounded answer.", "timestamp": "2026-10-05T04:20:21.256Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-05T04:20:21.204Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 videos with play counts sorted by most plays, all grounded in retrieved data per the deterministic checks, fulfilling the task requirement.", "timestamp": "2026-10-05T04:20:21.169Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls in a logical sequence: fetch details, run actor, poll for completion, retrieve items — no redundant calls.", "timestamp": "2026-10-05T04:20:21.124Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The Actor was still RUNNING after the initial 45-second wait, so the agent correctly polled with get-actor-run and waited for SUCCEEDED status before fetching data.", "timestamp": "2026-10-05T04:20:21.083Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 20 numbers in the answer were found in Actor output, and the dataset preview shows play counts like 3,700,000 and 1,400,000 matching the answer; however, several entries in the final top-10 (ranks 1, 3, 5, 6, 7, 9, 10) reference URLs and creators not visible in the truncated preview, yet the grounded check confirms they came from the actual dataset.", "timestamp": "2026-10-05T04:20:21.042Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries=[\"protein coffee recipe\"], searchSection=\"/video\", resultsPerPage=100, and videoSearchSorting=\"MOST_RELEVANT\" — all valid fields per the input schema.", "timestamp": "2026-10-05T04:20:20.996Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running clockworks/tiktok-scraper and retrieving results.", "timestamp": "2026-10-05T04:20:20.891Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:02:28.572Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-05T04:02:28.534Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 20 numbers found in Actor output", "timestamp": "2026-10-05T04:02:28.491Z", "metadata": {} }, "check.plays": { "value": 1, "stringValue": null, "comment": "PASS (warn): 100 items ok", "timestamp": "2026-10-05T04:02:28.454Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:02:28.418Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-scraper", "timestamp": "2026-10-05T04:02:28.382Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-05T04:02:28.340Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 10 videos with play counts sorted by most plays, all grounded in retrieved data per the deterministic checks, fulfilling the task requirement." }, { "scenarioId": "tiktok-scraper-discovery-cleantok", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:00:54.802Z", "day": "2026-10-05", "traceId": "81e888404fb8265ac960ae0e3d6eedcb", "observationId": "42b92c6ce34eb784", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/81e888404fb8265ac960ae0e3d6eedcb?observation=42b92c6ce34eb784", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "find", "title": "tiktok / find / cleantok", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-05T04:20:22.641Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-05T04:20:22.528Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "memo23/tiktok-hashtag-scraper", "comment": "Actors the agent ran: memo23/tiktok-hashtag-scraper", "timestamp": "2026-10-05T04:20:22.488Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-05T04:20:22.303Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:20:22.265Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-05T04:20:22.144Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-05T04:20:22.106Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered a comprehensive summary of #cleantok trending content with real engagement metrics and ended with 'Actor: memo23/tiktok-hashtag-scraper', fulfilling all task requirements, though it used the wrong actor (rightActor: FAIL and namedActor: FAIL per deterministic checks).", "timestamp": "2026-10-05T04:20:22.059Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent completed the task in 4 tool calls (search, fetch details, run actor, get results) with no redundant steps or retries.", "timestamp": "2026-10-05T04:20:22.019Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 dataset items and used real engagement numbers from the data (e.g., 53.4M plays for @theorganizedaddict, 27.5M for @cee.me.asmr, specific like/comment/share counts) to build the summary.", "timestamp": "2026-10-05T04:20:21.961Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with hashtags:[\"cleantok\"] and maxResultsPerHashtag:20, which correctly targets the #cleantok hashtag and caps results at 20 videos as required.", "timestamp": "2026-10-05T04:20:21.928Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for discovering and running a TikTok hashtag scraper, though it picked memo23/tiktok-hashtag-scraper instead of the intended clockworks/tiktok-scraper.", "timestamp": "2026-10-05T04:20:21.871Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:01:55.862Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-05T04:01:55.823Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:01:55.785Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-scraper\"", "timestamp": "2026-10-05T04:01:55.716Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-05T04:01:55.634Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "memo23/tiktok-hashtag-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper" }, { "scenarioId": "tiktok-profile-scraper-usage-apifylife-latest-five", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:01:44.442Z", "day": "2026-10-05", "traceId": "b9043ab113a9d39a175a997b4daf9292", "observationId": "86090d07679b8d14", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b9043ab113a9d39a175a997b4daf9292?observation=86090d07679b8d14", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "use", "title": "tiktok-profile / use / apifylife-latest-five", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the follower count (192) and 5 most recent videos with play counts, all grounded in actual output data, fulfilling the task requirements despite the minor over-fetch of resultsPerPage.", "timestamp": "2026-10-05T04:20:13.856Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the follower count (192) and 5 most recent videos with play counts, all grounded in actual output data, fulfilling the task requirements despite the minor over-fetch of resultsPerPage.", "timestamp": "2026-10-05T04:20:13.804Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-05T04:20:13.772Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:20:13.736Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The agent set resultsPerPage=10 in the call-actor input when the task asked for 5 most recent videos; the cap deterministic check explicitly flagged this as FAIL (expected lte 5). The agent should have set resultsPerPage=5 to match the task requirement.", "timestamp": "2026-10-05T04:20:13.670Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-05T04:20:13.626Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the follower count (192) and 5 most recent videos with play counts, all grounded in actual output data, fulfilling the task requirements despite the minor over-fetch of resultsPerPage.", "timestamp": "2026-10-05T04:20:13.589Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 3 tool calls in a logical sequence (fetch details, run actor, get items) with no redundant calls.", "timestamp": "2026-10-05T04:20:13.554Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 8 numbers in the final answer were found in the Actor output, so the agent used real retrieved data.", "timestamp": "2026-10-05T04:20:13.516Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent set profiles=['apifylife'] and profileSorting='latest' correctly, but used resultsPerPage=10 instead of the expected <=5, which is flagged as a FAIL in the deterministic checks.", "timestamp": "2026-10-05T04:20:13.484Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with clockworks/tiktok-profile-scraper, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-05T04:20:13.450Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:02:26.059Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-05T04:02:26.005Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 8 numbers found in Actor output", "timestamp": "2026-10-05T04:02:25.962Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-05T04:02:25.919Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 10 items, expected at most 5", "timestamp": "2026-10-05T04:02:25.882Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): clockworks/tiktok-profile-scraper: resultsPerPage = 10 (expected lte 5)", "timestamp": "2026-10-05T04:02:25.846Z", "metadata": {} }, "check.profileInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): profiles[0]", "timestamp": "2026-10-05T04:02:25.805Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:02:25.735Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-05T04:02:25.649Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "cap" ], "judgeComment": "PASS: The agent reported the follower count (192) and 5 most recent videos with play counts, all grounded in actual output data, fulfilling the task requirements despite the minor over-fetch of resultsPerPage." }, { "scenarioId": "tiktok-profile-scraper-discovery-apifylife-followers", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:01:56.118Z", "day": "2026-10-05", "traceId": "f8302e9866a14e44747b11d557643c8b", "observationId": "088802c2bce80cc2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f8302e9866a14e44747b11d557643c8b?observation=088802c2bce80cc2", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "find", "title": "tiktok-profile / find / apifylife-followers", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent provided the follower count (192) and all 5 most recent videos with captions, dates, and engagement metrics, and correctly ended with 'Actor: clockworks/tiktok-profile-scraper' as required.", "timestamp": "2026-10-05T04:20:10.769Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent provided the follower count (192) and all 5 most recent videos with captions, dates, and engagement metrics, and correctly ended with 'Actor: clockworks/tiktok-profile-scraper' as required.", "timestamp": "2026-10-05T04:20:10.736Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-profile-scraper", "timestamp": "2026-10-05T04:20:10.702Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-05T04:20:10.658Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:20:10.615Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the right actor, used proper inputs, utilized the retrieved data accurately, and delivered a complete answer matching the task requirements.", "timestamp": "2026-10-05T04:20:10.576Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-05T04:20:10.544Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent provided the follower count (192) and all 5 most recent videos with captions, dates, and engagement metrics, and correctly ended with 'Actor: clockworks/tiktok-profile-scraper' as required.", "timestamp": "2026-10-05T04:20:10.498Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search calls (first with 'TikTok profile videos', then with 'TikTok') before finding the right actor, which was a minor inefficiency, but then proceeded directly to fetch-actor-details, call-actor, and get-dataset-items without unnecessary repetition.", "timestamp": "2026-10-05T04:20:10.462Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly used the authorMeta.fans (192), video texts, play counts, like counts, and createTimeISO dates from the actual API response in its final answer.", "timestamp": "2026-10-05T04:20:10.422Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with profiles=['apifylife'], profileSorting='latest', resultsPerPage=5, and profileScrapeSections=['videos'], which are all correct and well-formed inputs matching the schema.", "timestamp": "2026-10-05T04:20:10.393Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified clockworks/tiktok-profile-scraper as the right tool for a single TikTok profile lookup, confirmed by the deterministic check rightActor: PASS.", "timestamp": "2026-10-05T04:20:10.358Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:02:57.272Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-05T04:02:57.237Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{2,}/", "timestamp": "2026-10-05T04:02:57.200Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:02:57.125Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-profile-scraper\"", "timestamp": "2026-10-05T04:02:57.090Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-05T04:02:57.012Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent provided the follower count (192) and all 5 most recent videos with captions, dates, and engagement metrics, and correctly ended with 'Actor: clockworks/tiktok-profile-scraper' as required." }, { "scenarioId": "tiktok-comments-scraper-usage-top-level-only", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:01:56.119Z", "day": "2026-10-05", "traceId": "47564eea271f90be9d6ba9faad1a862e", "observationId": "0d4c9e5c3f7c24ca", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/47564eea271f90be9d6ba9faad1a862e?observation=0d4c9e5c3f7c24ca", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "use", "title": "tiktok-comments / use / top-level-only", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly retrieved 20 top-level comments (no replies) and reported the 5 highest-liked comments with their text, like counts, and authors, all grounded in the dataset.", "timestamp": "2026-10-05T04:20:09.036Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly retrieved 20 top-level comments (no replies) and reported the 5 highest-liked comments with their text, like counts, and authors, all grounded in the dataset.", "timestamp": "2026-10-05T04:20:08.968Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-05T04:20:08.878Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:20:08.713Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, provided proper inputs, retrieved and used the data accurately, and delivered a complete grounded answer.", "timestamp": "2026-10-05T04:20:08.679Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-05T04:20:08.607Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly retrieved 20 top-level comments (no replies) and reported the 5 highest-liked comments with their text, like counts, and authors, all grounded in the dataset.", "timestamp": "2026-10-05T04:20:08.569Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch details, run actor, get results — no redundant calls.", "timestamp": "2026-10-05T04:20:08.527Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 17 numbers in the answer were found in Actor output, and the agent correctly sorted by diggCount to identify the top 5 comments.", "timestamp": "2026-10-05T04:20:08.493Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct video URL in postURLs, set commentsPerPost=20, topLevelCommentsPerPost=20, and maxRepliesPerComment=0, all matching the task requirements.", "timestamp": "2026-10-05T04:20:08.445Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with clockworks/tiktok-comments-scraper, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-05T04:20:08.407Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:02:41.464Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-05T04:02:41.426Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 17 numbers found in Actor output", "timestamp": "2026-10-05T04:02:41.388Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-05T04:02:41.352Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-05T04:02:41.311Z", "metadata": {} }, "check.noReplies": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxRepliesPerComment", "timestamp": "2026-10-05T04:02:41.274Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): commentsPerPost", "timestamp": "2026-10-05T04:02:41.236Z", "metadata": {} }, "check.videoUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): postURLs[0]", "timestamp": "2026-10-05T04:02:41.202Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:02:41.104Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-05T04:02:41.019Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent correctly retrieved 20 top-level comments (no replies) and reported the 5 highest-liked comments with their text, like counts, and authors, all grounded in the dataset." }, { "scenarioId": "tiktok-comments-scraper-discovery-video-top-comments", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:02:17.398Z", "day": "2026-10-05", "traceId": "1e25be0c89781debecf1daf7bf9537b4", "observationId": "7a82445162c46eee", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1e25be0c89781debecf1daf7bf9537b4?observation=7a82445162c46eee", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "find", "title": "tiktok-comments / find / video-top-comments", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent listed the 5 most-liked comments with their like counts and usernames, and ended with exactly 'Actor: clockworks/tiktok-comments-scraper' as required.", "timestamp": "2026-10-05T04:20:04.088Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent listed the 5 most-liked comments with their like counts and usernames, and ended with exactly 'Actor: clockworks/tiktok-comments-scraper' as required.", "timestamp": "2026-10-05T04:20:04.050Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-comments-scraper", "timestamp": "2026-10-05T04:20:04.019Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-05T04:20:03.991Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:20:03.961Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly found the right Actor, ran it with proper inputs, and returned accurate results from the retrieved data.", "timestamp": "2026-10-05T04:20:03.925Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-05T04:20:03.890Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent listed the 5 most-liked comments with their like counts and usernames, and ended with exactly 'Actor: clockworks/tiktok-comments-scraper' as required.", "timestamp": "2026-10-05T04:20:03.856Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls in a logical sequence: search, fetch details, call actor, poll for completion, get results — no redundant steps.", "timestamp": "2026-10-05T04:20:03.818Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run was still RUNNING after the initial 30-second wait, and the agent correctly polled with get-actor-run until it SUCCEEDED before fetching results.", "timestamp": "2026-10-05T04:20:03.786Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 100 dataset items and correctly sorted them by diggCount to identify the top 5 most-liked comments, directly citing the text and like counts from the retrieved data.", "timestamp": "2026-10-05T04:20:03.755Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct video URL in postURLs and set commentsPerPost to 100, which are well-formed inputs matching the Actor's schema.", "timestamp": "2026-10-05T04:20:03.724Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used clockworks/tiktok-comments-scraper, which is the intended Actor for extracting TikTok comments.", "timestamp": "2026-10-05T04:20:03.685Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:03:26.519Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-05T04:03:26.462Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-05T04:03:26.422Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:03:26.373Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-comments-scraper\"", "timestamp": "2026-10-05T04:03:26.297Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-05T04:03:26.205Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent listed the 5 most-liked comments with their like counts and usernames, and ended with exactly 'Actor: clockworks/tiktok-comments-scraper' as required." }, { "scenarioId": "indeed-scraper-usage-swe-skills", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:02:26.091Z", "day": "2026-10-05", "traceId": "8ac65be95bc461c777eb334df63865b4", "observationId": "4cb2815232d1a0a5", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8ac65be95bc461c777eb334df63865b4?observation=4cb2815232d1a0a5", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "use", "title": "indeed / use / swe-skills", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-05T04:20:06.454Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-05T04:20:06.327Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-05T04:20:06.290Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-05T04:20:06.256Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The agent misread the dataset item count—the run returned 20 items (confirmed by apify.items PASS) but the agent reported analyzing only 4 postings. The agent also failed to complete a rigorous skill count across all 20 descriptions, instead providing vague '15+ mentions' estimates without reading the full dataset, undermining the core aggregation task.", "timestamp": "2026-10-05T04:20:06.205Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-05T04:20:06.171Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The facts confirm 20 dataset items were retrieved (items check PASS), but the agent's final answer incorrectly states only 4 postings were returned and analyzed, and the skill counts (15+, 12+, etc.) appear to be rough estimates rather than precise counts from a complete analysis of all 20 descriptions.", "timestamp": "2026-10-05T04:20:06.135Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made multiple attempts to analyze the data (bash with grep, bash with python heredoc, write script file, then read file in chunks) due to tool approval issues, resulting in some redundancy, but ultimately completed the analysis.", "timestamp": "2026-10-05T04:20:06.097Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When get-dataset-items returned a result too large for direct display, the agent pivoted to reading the saved file and using bash commands to extract skill data, and when bash commands required approval, it tried alternative approaches including writing a script file.", "timestamp": "2026-10-05T04:20:06.057Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the actual file output from get-dataset-items, extracted descriptions via bash, and read chunks of the file to identify skills like Python, Linux, Docker, Kubernetes, and C++ from the real job descriptions.", "timestamp": "2026-10-05T04:20:06.022Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent called the actor with position='software engineer', country='US', and maxItemsPerSearch=20, which are sensible inputs; however, the deterministic check shows maxItems=undefined (cap FAIL), meaning the actor ran without a proper cap and the field name used was maxItemsPerSearch which may not have been recognized as the limiting parameter.", "timestamp": "2026-10-05T04:20:05.976Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items tools with the intended misceres/indeed-scraper actor, which is appropriate for the task.", "timestamp": "2026-10-05T04:20:05.939Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:03:39.730Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-05T04:03:39.689Z", "metadata": {} }, "check.descriptions": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-05T04:03:39.647Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-05T04:03:39.611Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): misceres/indeed-scraper: maxItems = undefined (expected lte 20)", "timestamp": "2026-10-05T04:03:39.568Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:03:39.531Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used misceres/indeed-scraper", "timestamp": "2026-10-05T04:03:39.458Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-10-05T04:03:39.366Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "indeed-scraper-discovery-denver-marketing", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:02:28.607Z", "day": "2026-10-05", "traceId": "7c5c894079a6dc0f1030fa2ba6fb3f9e", "observationId": "de39103b02148f10", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7c5c894079a6dc0f1030fa2ba6fb3f9e?observation=de39103b02148f10", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "find", "title": "indeed / find / denver-marketing", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used kaix/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-05T04:19:59.626Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used kaix/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-05T04:19:59.541Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "kaix/indeed-scraper", "comment": "Actors the agent ran: kaix/indeed-scraper", "timestamp": "2026-10-05T04:19:59.507Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-05T04:19:59.473Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-05T04:19:59.436Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used kaix/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-05T04:19:59.407Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-05T04:19:59.370Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a table of 10 Denver-area postings with salary ranges and company ratings grounded in retrieved data, fulfilling the benchmarking request, though it used the wrong actor (kaix instead of misceres) and the answer contains non-marketing-coordinator roles (COBOL Developer, HR Manager) mixed in, reducing relevance quality.", "timestamp": "2026-10-05T04:19:59.336Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: search actors, fetch details, call actor, get dataset items — no redundant calls or backtracking.", "timestamp": "2026-10-05T04:19:59.300Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the 10 dataset items and directly used the returned fields (title.text, company.name, salary.text, company.ratings.overall, location fields) to populate the benchmark table without inventing data.", "timestamp": "2026-10-05T04:19:59.245Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed keyword='marketing coordinator', location='Denver, CO', country='US', maxItems=10, searchMode='rich', sort='date' — all well-formed and sensible inputs matching the task requirements.", "timestamp": "2026-10-05T04:19:59.210Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for discovering and running an Indeed scraper. However, it picked kaix/indeed-scraper instead of the intended misceres/indeed-scraper (rightActor: FAIL), though the chosen actor is a legitimate Indeed scraper that succeeded.", "timestamp": "2026-10-05T04:19:59.173Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:03:09.134Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-05T04:03:09.099Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:03:09.019Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"misceres/indeed-scraper\"", "timestamp": "2026-10-05T04:03:08.981Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used kaix/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-05T04:03:08.884Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "kaix/indeed-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used kaix/indeed-scraper; expected misceres/indeed-scraper" }, { "scenarioId": "amazon-reviews-scraper-usage-helpful-thirty", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:02:41.497Z", "day": "2026-10-05", "traceId": "6503065510e898a1591fbe59b39f0124", "observationId": "6a939776251cb405", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6503065510e898a1591fbe59b39f0124?observation=6a939776251cb405", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "use", "title": "amazon-reviews / use / helpful-thirty", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-05T04:20:00.567Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-05T04:20:00.475Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-05T04:20:00.434Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-05T04:20:00.397Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED; check productUrl: junglee/amazon-reviews-scraper: productUrls[0].url = undefined (expected regex \"B0CWXNS552\")", "timestamp": "2026-10-05T04:20:00.365Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-05T04:20:00.330Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered 3 complaints and 3 praises grounded in the actual review data, though only 10 reviews were retrieved instead of the requested 30 due to free-tier limits, and the agent transparently acknowledged this limitation.", "timestamp": "2026-10-05T04:20:00.291Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one unnecessary failed call due to wrong input format before correcting it, adding one extra round-trip, but otherwise the plan was direct: fetch schema, call actor, poll run, get items, summarize.", "timestamp": "2026-10-05T04:20:00.247Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with a validation error about productUrls needing to be objects, the agent correctly read the error message and reformatted the input as [{\"url\": \"...\"}] on the second attempt, which succeeded.", "timestamp": "2026-10-05T04:20:00.214Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items and grounded its summary in the actual review text returned, citing specific details like the camping/remote area complaint, speaker volume, and keyring hole issue that appear in the scraped reviews.", "timestamp": "2026-10-05T04:20:00.181Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call used productUrls as a plain string array instead of an array of objects with 'url' keys, causing CALL-FAILED; the second call correctly used [{\"url\": \"https://www.amazon.com/dp/B0CWXNS552\"}] with maxReviews:30 and sort:\"helpful\", which succeeded.", "timestamp": "2026-10-05T04:20:00.105Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-reviews-scraper, which is the exact actor named in the prompt, and also used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items appropriately.", "timestamp": "2026-10-05T04:20:00.070Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:03:51.478Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, productUrl", "timestamp": "2026-10-05T04:03:51.447Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-05T04:03:51.403Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-05T04:03:51.366Z", "metadata": {} }, "check.sortHelpful": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): sort", "timestamp": "2026-10-05T04:03:51.318Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxReviews", "timestamp": "2026-10-05T04:03:51.281Z", "metadata": {} }, "check.productUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper: productUrls[0].url = undefined (expected regex \"B0CWXNS552\")", "timestamp": "2026-10-05T04:03:51.247Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-05T04:03:51.153Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-05T04:03:51.074Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "productUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED" }, { "scenarioId": "amazon-reviews-scraper-discovery-product-complaints", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:02:42.923Z", "day": "2026-10-05", "traceId": "1565f4b6cc19607442b8033774e521f4", "observationId": "ad32f8dfe34511cf", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1565f4b6cc19607442b8033774e521f4?observation=ad32f8dfe34511cf", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "find", "title": "amazon-reviews / find / product-complaints", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The task asked for 30 most helpful reviews but the free tier only returned 10; the agent acknowledged this limitation and still provided a grounded summary of complaints and praises from the actual data, ending with the required 'Actor: junglee/amazon-reviews-scraper' line.", "timestamp": "2026-10-05T04:19:54.743Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The task asked for 30 most helpful reviews but the free tier only returned 10; the agent acknowledged this limitation and still provided a grounded summary of complaints and praises from the actual data, ending with the required 'Actor: junglee/amazon-reviews-scraper' line.", "timestamp": "2026-10-05T04:19:54.714Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: junglee/amazon-reviews-scraper", "timestamp": "2026-10-05T04:19:54.677Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-05T04:19:54.643Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:19:54.608Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first call-actor invocation passed productUrls as an array of plain strings ([\"https://...\"] instead of [{\"url\": \"https://...\"}]), causing a validation failure. The schema requires array items to be objects with a 'url' property, which was not clear enough to prevent the initial mistake.", "timestamp": "2026-10-05T04:19:54.576Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-05T04:19:54.543Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The task asked for 30 most helpful reviews but the free tier only returned 10; the agent acknowledged this limitation and still provided a grounded summary of complaints and praises from the actual data, ending with the required 'Actor: junglee/amazon-reviews-scraper' line.", "timestamp": "2026-10-05T04:19:54.508Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: search, fetch-details, one failed call, one corrected call, and get-dataset-items — a reasonably direct path with only one extra call due to input correction.", "timestamp": "2026-10-05T04:19:54.467Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'must be object' validation error, the agent correctly diagnosed the issue and reformatted productUrls as an array of URL objects on the retry, which succeeded.", "timestamp": "2026-10-05T04:19:54.427Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly cited review content (e.g., remote area limitations, easy setup, precision finding) from the actual scraped reviews in its summary.", "timestamp": "2026-10-05T04:19:54.392Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed because productUrls was passed as an array of strings instead of objects; the agent immediately corrected this to [{\"url\": \"...\"}] on the second call, which succeeded.", "timestamp": "2026-10-05T04:19:54.355Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and selected junglee/amazon-reviews-scraper, the intended actor for extracting Amazon product reviews, confirmed by the rightActor PASS deterministic check.", "timestamp": "2026-10-05T04:19:54.323Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:03:42.234Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-05T04:03:42.199Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-05T04:03:42.163Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-reviews-scraper\"", "timestamp": "2026-10-05T04:03:42.127Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-05T04:03:42.091Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "PASS: The task asked for 30 most helpful reviews but the free tier only returned 10; the agent acknowledged this limitation and still provided a grounded summary of complaints and praises from the actual data, ending with the required 'Actor: junglee/amazon-reviews-scraper' line." }, { "scenarioId": "amazon-crawler-usage-earbuds-search-url", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:02:57.304Z", "day": "2026-10-05", "traceId": "b30a11ff771fd482a1653eca157edb86", "observationId": "c9ef10708561ed82", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b30a11ff771fd482a1653eca157edb86?observation=c9ef10708561ed82", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "use", "title": "amazon / use / earbuds-search-url", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-05T04:19:50.319Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-05T04:19:50.210Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-05T04:19:50.159Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:19:50.116Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED; check searchUrl: junglee/amazon-crawler: categoryOrProductUrls[0].url = undefined (expected regex \"amazon\\\\.com/s\\\\?k=wireless\\\\+earbuds\")", "timestamp": "2026-10-05T04:19:50.081Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-05T04:19:50.048Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent successfully listed 10 products with ratings, but 2 items are missing price data (shown as N/A for items 1 and 2), which is confirmed by the field check FAIL for 2 of 10 items missing price. The task asked for price and rating for all 10 products.", "timestamp": "2026-10-05T04:19:50.012Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed one extra call due to the initial input format error, but otherwise the flow was direct: fetch schema, call actor, get dataset items.", "timestamp": "2026-10-05T04:19:49.970Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with an input validation error, the agent correctly identified the issue (URL format) and fixed it by wrapping the URL in an object with a 'url' key, leading to a successful second run.", "timestamp": "2026-10-05T04:19:49.938Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the dataset items returned by get-dataset-items to populate the final table, accurately reflecting the scraped titles, prices, ratings, and review counts.", "timestamp": "2026-10-05T04:19:49.881Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call used a plain string URL in the array instead of an object with a 'url' key, causing CALL-FAILED. The second call correctly used [{\"url\": \"https://www.amazon.com/s?k=wireless+earbuds\"}] with maxItemsPerStartUrl:10, which succeeded.", "timestamp": "2026-10-05T04:19:49.853Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected junglee/amazon-crawler and used fetch-actor-details, call-actor, and get-dataset-items - all appropriate tools for this task.", "timestamp": "2026-10-05T04:19:49.806Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:03:41.980Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, searchUrl", "timestamp": "2026-10-05T04:03:41.928Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-05T04:03:41.890Z", "metadata": {} }, "check.field": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 2 of 10 items fail price exists undefined", "timestamp": "2026-10-05T04:03:41.852Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-05T04:03:41.820Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxItemsPerStartUrl", "timestamp": "2026-10-05T04:03:41.783Z", "metadata": {} }, "check.searchUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler: categoryOrProductUrls[0].url = undefined (expected regex \"amazon\\\\.com/s\\\\?k=wireless\\\\+earbuds\")", "timestamp": "2026-10-05T04:03:41.749Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-05T04:03:41.714Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-crawler", "timestamp": "2026-10-05T04:03:41.679Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "field", "searchUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED" }, { "scenarioId": "amazon-crawler-discovery-wireless-earbuds", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:03:09.168Z", "day": "2026-10-05", "traceId": "7f3d95908a59685bb4e2de832fa87a22", "observationId": "6f9c8226d8bbd582", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7f3d95908a59685bb4e2de832fa87a22?observation=6f9c8226d8bbd582", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "find", "title": "amazon / find / wireless-earbuds", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used junglee/amazon-bestsellers, powerai/amazon-product-search-scraper, automly/amazon-products-scraper---fast-efficient-with-sales-data; expected junglee/amazon-crawler", "timestamp": "2026-10-05T04:19:47.454Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used junglee/amazon-bestsellers, powerai/amazon-product-search-scraper, automly/amazon-products-scraper---fast-efficient-with-sales-data; expected junglee/amazon-crawler", "timestamp": "2026-10-05T04:19:47.363Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "junglee/amazon-bestsellers", "comment": "Actors the agent ran: junglee/amazon-bestsellers, powerai/amazon-product-search-scraper, automly/amazon-products-scraper---fast-efficient-with-sales-data", "timestamp": "2026-10-05T04:19:47.329Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-05T04:19:47.294Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:19:47.261Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used junglee/amazon-bestsellers, powerai/amazon-product-search-scraper, automly/amazon-products-scraper---fast-efficient-with-sales-data; expected junglee/amazon-crawler", "timestamp": "2026-10-05T04:19:47.228Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "14 tool calls valid", "timestamp": "2026-10-05T04:19:47.194Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns and never produced a final answer listing 10 wireless earbuds with prices and ratings; the deterministic checks confirm no proper answer was delivered.", "timestamp": "2026-10-05T04:19:47.160Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 5 actor runs (exceeding the expected maximum of 3), tried three different actors, and still ran out of turns without delivering a final answer, indicating a very inefficient plan.", "timestamp": "2026-10-05T04:19:47.116Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first bestsellers URL failed, the agent tried a different URL; when powerai returned a schema validation error, the agent corrected maxResults to 20; these recoveries were reasonable but led to excessive actor runs.", "timestamp": "2026-10-05T04:19:47.085Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns before fetching and presenting the automly dataset items, so no final answer with product data was produced.", "timestamp": "2026-10-05T04:19:47.049Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first bestsellers call used an invalid category URL causing a 'bestsellers_category_not_found' error; the powerai call initially used maxResults=10 which violated the minimum of 20; the automly call was well-formed and succeeded.", "timestamp": "2026-10-05T04:19:47.015Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent found junglee/amazon-crawler (the intended actor) in the first search but chose junglee/amazon-bestsellers instead, then tried powerai/amazon-product-search-scraper and automly/amazon-products-scraper, never using the correct intended actor.", "timestamp": "2026-10-05T04:19:46.980Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:06:28.351Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, shape", "timestamp": "2026-10-05T04:06:28.311Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\d+[.,]\\d{2}/", "timestamp": "2026-10-05T04:06:28.279Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 5 Actor run(s), expected at most 3", "timestamp": "2026-10-05T04:06:28.242Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"junglee/amazon-crawler\"", "timestamp": "2026-10-05T04:06:28.199Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used junglee/amazon-bestsellers, powerai/amazon-product-search-scraper, automly/amazon-products-scraper---fast-efficient-with-sales-data; expected junglee/amazon-crawler", "timestamp": "2026-10-05T04:06:28.156Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "junglee/amazon-bestsellers", "infraOk": true, "failedChecks": [ "shape", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used junglee/amazon-bestsellers, powerai/amazon-product-search-scraper, automly/amazon-products-scraper---fast-efficient-with-sales-data; expected junglee/amazon-crawler" }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:03:26.549Z", "day": "2026-10-05", "traceId": "b7d3249f9e5d84f53406d63bb264d430", "observationId": "ab1dba17530cc225", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b7d3249f9e5d84f53406d63bb264d430?observation=ab1dba17530cc225", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-05T04:19:48.148Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-05T04:19:48.052Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-05T04:19:48.018Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:19:47.983Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-05T04:19:47.952Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-05T04:19:47.916Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final run crawled 11 pages (exceeding the 10-page cap), did not restrict to the platform section (pages like /academy, /api/v2 are outside /platform/**), and saveHtml was never set to true per deterministic checks, so the task requirements for section filtering, page cap, and HTML saving were all unmet.", "timestamp": "2026-10-05T04:19:47.881Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "Three actor runs were made (one failed validation, one returned 1 page, one final run) when ideally 1-2 runs would suffice; the deterministic check confirms ranOk FAIL for 3 runs exceeding the expected maximum of 2.", "timestamp": "2026-10-05T04:19:47.842Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the first run returned an input validation error for saveHtmlAsFile, the agent correctly adjusted the input format; however, when the first successful run returned only 1 page, the agent removed the includeUrlGlobs filter entirely rather than fixing it, causing the crawl to go outside the platform section.", "timestamp": "2026-10-05T04:19:47.794Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and key-value store records and used the actual URLs, titles, and htmlUrl fields from the tool results in its final report.", "timestamp": "2026-10-05T04:19:47.759Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent used saveHtmlAsFile=true (correct field name per schema) and includeUrlGlobs with proper object format {glob: ...}, but then dropped includeUrlGlobs in the second successful run, and never set saveHtml=true; the deterministic checks confirm sectionFilter and saveHtml both FAIL.", "timestamp": "2026-10-05T04:19:47.727Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected apify/website-content-crawler for crawling Apify docs, which is the intended actor for this task.", "timestamp": "2026-10-05T04:19:47.696Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:07:11.045Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-05T04:07:10.991Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 12 items, expected at most 10", "timestamp": "2026-10-05T04:07:10.956Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml = undefined (expected equals true); apify/website-content-crawler: saveHtml = undefined (expected equals true); apify/website-content-crawler: saveHtml = undefined (expected equals true)", "timestamp": "2026-10-05T04:07:10.895Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs = undefined (expected exists undefined)", "timestamp": "2026-10-05T04:07:10.860Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 3 run(s): maxCrawlPages", "timestamp": "2026-10-05T04:07:10.806Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): startUrls[0].url", "timestamp": "2026-10-05T04:07:10.771Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-05T04:07:10.646Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-05T04:07:10.566Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter", "ranOk" ], "judgeComment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:03:39.763Z", "day": "2026-10-05", "traceId": "555dc235c190f9bfba34265ddf3f6549", "observationId": "04846edf4b2d6709", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/555dc235c190f9bfba34265ddf3f6549?observation=04846edf4b2d6709", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used laced_kirtan/ai-ready-docs-rag; expected apify/website-content-crawler", "timestamp": "2026-10-05T04:19:43.788Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used laced_kirtan/ai-ready-docs-rag; expected apify/website-content-crawler", "timestamp": "2026-10-05T04:19:43.692Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "laced_kirtan/ai-ready-docs-rag", "comment": "Actors the agent ran: laced_kirtan/ai-ready-docs-rag", "timestamp": "2026-10-05T04:19:43.655Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-05T04:19:43.620Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:19:43.587Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used laced_kirtan/ai-ready-docs-rag; expected apify/website-content-crawler", "timestamp": "2026-10-05T04:19:43.552Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-05T04:19:43.512Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent used the wrong Actor (laced_kirtan/ai-ready-docs-rag instead of apify/website-content-crawler), the start URL was not properly passed (startUrls[0].url = undefined), the page cap was not set, and the crawl did not stay within the academy subdomain — failing the core requirements of the task.", "timestamp": "2026-10-05T04:19:43.480Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent performed two searches and one fetch-actor-details before running, which is a reasonable and direct path without unnecessary repetition.", "timestamp": "2026-10-05T04:19:43.449Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the dataset items returned by get-dataset-items to report page titles and counts, accurately citing titles from the retrieved data.", "timestamp": "2026-10-05T04:19:43.411Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The startUrl was passed as 'https://docs.apify.com/academy' in the call-actor input, but the deterministic check confirms startUrls[0].url = undefined, meaning the input was not correctly structured (likely the Actor expected a different format for startUrls, e.g., array of objects with 'url' property rather than plain strings), and maxCrawlPages was also undefined.", "timestamp": "2026-10-05T04:19:43.376Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for LLM-ready text extraction tools and found laced_kirtan/ai-ready-docs-rag instead of the intended apify/website-content-crawler; the wrong Actor was selected as confirmed by the rightActor FAIL check.", "timestamp": "2026-10-05T04:19:43.303Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:04:20.069Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, startUrl", "timestamp": "2026-10-05T04:04:20.022Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): laced_kirtan/ai-ready-docs-rag: maxCrawlPages = undefined (expected lte 20)", "timestamp": "2026-10-05T04:04:19.989Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: laced_kirtan/ai-ready-docs-rag: startUrls[0].url = undefined (expected regex \"docs\\\\.apify\\\\.com/academy\")", "timestamp": "2026-10-05T04:04:19.937Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:04:19.895Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-05T04:04:19.760Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used laced_kirtan/ai-ready-docs-rag; expected apify/website-content-crawler", "timestamp": "2026-10-05T04:04:19.677Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "laced_kirtan/ai-ready-docs-rag", "infraOk": true, "failedChecks": [ "pageCap", "startUrl", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used laced_kirtan/ai-ready-docs-rag; expected apify/website-content-crawler" }, { "scenarioId": "web-scraper-usage-coinmarketcap-top-ten", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:03:42.016Z", "day": "2026-10-05", "traceId": "f15fb4799c3b4065e4342912a3ac3bb7", "observationId": "923550305feaf17b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f15fb4799c3b4065e4342912a3ac3bb7?observation=923550305feaf17b", "subject": "apify/web-scraper", "owner": "universe", "skill": "use", "title": "web / use / coinmarketcap-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: apify/web-scraper run : CALL-FAILED", "timestamp": "2026-10-05T04:19:35.475Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: apify/web-scraper run : CALL-FAILED", "timestamp": "2026-10-05T04:19:35.362Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-05T04:19:35.325Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-05T04:19:35.288Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: apify/web-scraper run : CALL-FAILED", "timestamp": "2026-10-05T04:19:35.227Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-05T04:19:35.192Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent successfully scraped CoinMarketCap and reported 10 cryptocurrency names and prices from the actual run data, fulfilling the task requirements.", "timestamp": "2026-10-05T04:19:35.152Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra call due to the initial input validation failure, then needed two get-dataset-items calls (first with field projection that returned empty, then without), adding minor inefficiency but not excessive repetition.", "timestamp": "2026-10-05T04:19:35.116Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with input validation error (CALL-FAILED), the agent immediately retried with a corrected input that included proxyConfiguration, resulting in a successful run.", "timestamp": "2026-10-05T04:19:35.083Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the successful run and directly used the scraped data (names and prices) in the final answer rather than inventing values.", "timestamp": "2026-10-05T04:19:35.048Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed due to input validation (missing proxyConfiguration), but the second call correctly included startUrls, pageFunction, injectJQuery, maxPagesPerCrawl, and proxyConfiguration, all well-formed.", "timestamp": "2026-10-05T04:19:35.011Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/web-scraper for scraping CoinMarketCap, which is the intended actor specified in the task.", "timestamp": "2026-10-05T04:19:34.975Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:04:47.228Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-05T04:04:47.155Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\$\\s?\\d[\\d,]*\\.\\d{2}/", "timestamp": "2026-10-05T04:04:47.112Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-05T04:04:47.059Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxPagesPerCrawl", "timestamp": "2026-10-05T04:04:47.022Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): pageFunction", "timestamp": "2026-10-05T04:04:46.970Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): startUrls[0].url", "timestamp": "2026-10-05T04:04:46.929Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/web-scraper run : CALL-FAILED", "timestamp": "2026-10-05T04:04:46.821Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-10-05T04:04:46.743Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: check ranOk: apify/web-scraper run : CALL-FAILED" }, { "scenarioId": "web-scraper-discovery-waterstones-headless", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:03:42.269Z", "day": "2026-10-05", "traceId": "9432a2919ff2d957410d60951fa30b82", "observationId": "7c8328f4a03ca53f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9432a2919ff2d957410d60951fa30b82?observation=7c8328f4a03ca53f", "subject": "apify/web-scraper", "owner": "universe", "skill": "find", "title": "web / find / waterstones-headless", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/puppeteer-scraper, egeusta/product-data-extractor; expected apify/web-scraper", "timestamp": "2026-10-05T04:19:38.108Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/puppeteer-scraper, egeusta/product-data-extractor; expected apify/web-scraper", "timestamp": "2026-10-05T04:19:38.019Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/puppeteer-scraper", "comment": "Actors the agent ran: apify/puppeteer-scraper, egeusta/product-data-extractor", "timestamp": "2026-10-05T04:19:37.990Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-05T04:19:37.950Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:19:37.912Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/puppeteer-scraper, egeusta/product-data-extractor; expected apify/web-scraper", "timestamp": "2026-10-05T04:19:37.872Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 0, "stringValue": null, "comment": "call-actor: data must have required property 'actor', data must have required property 'input', data must NOT have additional properties", "timestamp": "2026-10-05T04:19:37.836Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never extracted any product names or prices from the Waterstones page, produced 0 dataset items across all runs, never used apify/web-scraper, and ran out of turns without providing the required 10 results or the correct Actor attribution line.", "timestamp": "2026-10-05T04:19:37.792Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 5 Actor runs (exceeding the expected maximum of 3), tried multiple different actors without finding the correct one (apify/web-scraper), and repeated puppeteer-scraper runs with minor variations that all failed with 403 errors, showing inefficient iteration.", "timestamp": "2026-10-05T04:19:37.759Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the 403 error occurred, the agent tried multiple recovery strategies (useChrome:true, headless:false, different actors, pre-navigation hooks), but none succeeded and the agent ran out of turns without producing any product data.", "timestamp": "2026-10-05T04:19:37.725Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent correctly read the 403 error from the dataset items and used that information to adjust its approach (trying Chrome, headless:false, different actors), showing it did use retrieved data rather than inventing results.", "timestamp": "2026-10-05T04:19:37.692Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The pageFunction inputs were well-formed for puppeteer-scraper, proxy configuration was included after the first CALL-FAILED error, and maxPagesPerCrawl was set to 1. However, the agent also tried egeusta/product-data-extractor without a pageFunction (which is not applicable to that actor) and the final call had a JSON parsing error due to improper escaping.", "timestamp": "2026-10-05T04:19:37.657Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose apify/puppeteer-scraper (a browser-based scraper) which is a reasonable choice for JavaScript-heavy sites, but missed apify/web-scraper which is the intended correct Actor. The agent never searched for or found apify/web-scraper despite it appearing in the same search results as cheerio-scraper.", "timestamp": "2026-10-05T04:19:37.623Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:06:22.916Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-10-05T04:06:22.881Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): egeusta/product-data-extractor: maxPagesPerCrawl = undefined (expected lte 5)", "timestamp": "2026-10-05T04:06:22.842Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: egeusta/product-data-extractor: pageFunction = undefined (expected exists undefined)", "timestamp": "2026-10-05T04:06:22.805Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 5 Actor run(s), expected at most 3", "timestamp": "2026-10-05T04:06:22.768Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/web-scraper\"", "timestamp": "2026-10-05T04:06:22.725Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/puppeteer-scraper, egeusta/product-data-extractor; expected apify/web-scraper", "timestamp": "2026-10-05T04:06:22.689Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/puppeteer-scraper", "infraOk": true, "failedChecks": [ "schemaValidity", "pageCap", "pageFunction", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/puppeteer-scraper, egeusta/product-data-extractor; expected apify/web-scraper" }, { "scenarioId": "rag-web-browser-usage-sf-startups-markdown", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:03:51.512Z", "day": "2026-10-05", "traceId": "822fd269dfcd1ec1ae1f53e7c421396b", "observationId": "8bbe13ee3d6abd45", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/822fd269dfcd1ec1ae1f53e7c421396b?observation=8bbe13ee3d6abd45", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "use", "title": "rag-web-browser / use / sf-startups-markdown", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides all 5 results with URLs and two-line summaries drawn from the actual scraped Markdown content, fulfilling the task requirements completely.", "timestamp": "2026-10-05T04:19:34.143Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides all 5 results with URLs and two-line summaries drawn from the actual scraped Markdown content, fulfilling the task requirements completely.", "timestamp": "2026-10-05T04:19:34.101Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-05T04:19:34.070Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:19:34.033Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly selected the right actor, provided proper inputs, retrieved and utilized real data, handled errors gracefully, and delivered a complete answer with URLs and summaries from the actual scraped content.", "timestamp": "2026-10-05T04:19:33.980Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-05T04:19:33.940Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides all 5 results with URLs and two-line summaries drawn from the actual scraped Markdown content, fulfilling the task requirements completely.", "timestamp": "2026-10-05T04:19:33.908Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a logical sequence: fetch actor details, call actor, get dataset items, then handle the large output with targeted jq queries per item - no unnecessary repetition or detours.", "timestamp": "2026-10-05T04:19:33.872Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When get-dataset-items returned a result too large for direct display, the agent correctly pivoted to reading the saved file via Read and Bash jq commands to extract the needed information.", "timestamp": "2026-10-05T04:19:33.836Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the actual markdown content from each of the 5 dataset items using Bash jq commands and based the summaries on the retrieved content (e.g., Brex's AI infrastructure dominance, Startupstash's four verified SF startups, Failory's OpenAI $78B and Anthropic $33.7B figures, YC's 2514 companies, startups.gallery's Infisical/Resend listings).", "timestamp": "2026-10-05T04:19:33.786Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/rag-web-browser with query='fastest growing startups in San Francisco 2026', maxResults=5, and outputFormats=['markdown'], which matches all required parameters correctly.", "timestamp": "2026-10-05T04:19:33.755Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to understand the schema, then call-actor with apify/rag-web-browser, then get-dataset-items to retrieve results, and Bash/Read to handle the large output - all appropriate tools for the task.", "timestamp": "2026-10-05T04:19:33.716Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:04:59.252Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-05T04:04:59.207Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-10-05T04:04:59.161Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-05T04:04:59.118Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-05T04:04:59.083Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): query", "timestamp": "2026-10-05T04:04:59.045Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:04:59.006Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/rag-web-browser", "timestamp": "2026-10-05T04:04:58.950Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides all 5 results with URLs and two-line summaries drawn from the actual scraped Markdown content, fulfilling the task requirements completely." }, { "scenarioId": "rag-web-browser-discovery-web-search-with-sources", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:04:20.100Z", "day": "2026-10-05", "traceId": "798cd9fddc02007407671545fb2de640", "observationId": "18d630a99fe7e86d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/798cd9fddc02007407671545fb2de640?observation=18d630a99fe7e86d", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "find", "title": "rag-web-browser / find / web-search-with-sources", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser", "timestamp": "2026-10-05T04:19:32.202Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser", "timestamp": "2026-10-05T04:19:32.106Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "trovevault/movie-box-office-tracker", "comment": "Actors the agent ran: trovevault/movie-box-office-tracker", "timestamp": "2026-10-05T04:19:32.071Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-05T04:19:32.040Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:19:32.005Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser", "timestamp": "2026-10-05T04:19:31.974Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-05T04:19:31.937Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required using apify/rag-web-browser to fetch live web pages and quote them, but the agent used trovevault/movie-box-office-tracker which scrapes Box Office Mojo directly; the rightActor and namedActor checks both FAIL, and the answer does not quote fetched web page text as instructed.", "timestamp": "2026-10-05T04:19:31.904Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent went directly from search-actors to fetch-actor-details to call-actor to get-dataset-items with no redundant steps, making the path reasonably direct for the chosen (though wrong) actor.", "timestamp": "2026-10-05T04:19:31.870Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the dataset items returned by the actor run to populate the final answer with worldwide gross figures and source URLs from Box Office Mojo.", "timestamp": "2026-10-05T04:19:31.836Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed a well-formed 'movies' array to trovevault/movie-box-office-tracker, which matched the required input schema, so the arguments for the chosen actor were correct.", "timestamp": "2026-10-05T04:19:31.752Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used trovevault/movie-box-office-tracker instead of the intended apify/rag-web-browser; the task required searching the web and quoting live pages, but the agent chose a specialized box office scraper that doesn't perform general web search or return quoted page text.", "timestamp": "2026-10-05T04:19:31.674Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:04:53.640Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, query", "timestamp": "2026-10-05T04:04:53.588Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-10-05T04:04:53.552Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: trovevault/movie-box-office-tracker: query = undefined (expected exists undefined)", "timestamp": "2026-10-05T04:04:53.505Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:04:53.472Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/rag-web-browser\"", "timestamp": "2026-10-05T04:04:53.400Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser", "timestamp": "2026-10-05T04:04:53.308Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "trovevault/movie-box-office-tracker", "infraOk": true, "failedChecks": [ "query", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser" }, { "scenarioId": "cheerio-scraper-usage-foyles-manga-two-hops", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:04:47.266Z", "day": "2026-10-05", "traceId": "e43cc66741e6114a5dcb6ff063e35aff", "observationId": "d70194d900c0e607", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e43cc66741e6114a5dcb6ff063e35aff?observation=d70194d900c0e607", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "use", "title": "cheerio / use / foyles-manga-two-hops", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 5 Actor run(s), expected at most 2", "timestamp": "2026-10-05T04:19:25.356Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 5 Actor run(s), expected at most 2", "timestamp": "2026-10-05T04:19:25.254Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-05T04:19:25.214Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:19:25.176Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 5 Actor run(s), expected at most 2", "timestamp": "2026-10-05T04:19:25.141Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-05T04:19:25.107Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No book data (title/price JSON objects) was ever retrieved; all runs returned 0 dataset items due to 403 blocking, so the task of showing 5 manga books with title and price was not completed.", "timestamp": "2026-10-05T04:19:25.074Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 5 Actor runs (facts confirm CALL-FAILED x2, SUCCEEDED x3 all with 0 items) when at most 2 were expected; the repeated attempts with minor variations that all hit the same 403 block represent excessive retrying without meaningful strategy changes.", "timestamp": "2026-10-05T04:19:25.038Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the 403 error was discovered, the agent made multiple reasonable attempts to work around it (custom headers, session pooling, reduced concurrency), though all failed due to the website's anti-scraping measures; the agent also ran 5 Actor runs when at most 2 were expected.", "timestamp": "2026-10-05T04:19:24.999Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the error dataset item showing 403 blocking and used that information to diagnose the problem and attempt different configurations (adding headers, session pooling, reduced concurrency).", "timestamp": "2026-10-05T04:19:24.966Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent provided correct inputs including startUrls with the category URL, linkSelector, globs as array of objects, maxCrawlingDepth:2, maxPagesPerCrawl:20, and a pageFunction targeting title and price - all matching the schema requirements after the first failed attempt.", "timestamp": "2026-10-05T04:19:24.928Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected apify/cheerio-scraper as specified in the task, and used fetch-actor-details, call-actor, and get-dataset-items which are the appropriate tools for this workflow.", "timestamp": "2026-10-05T04:19:24.886Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:06:20.012Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-05T04:06:19.978Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 items, expected at least 1", "timestamp": "2026-10-05T04:06:19.941Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 5 run(s): maxPagesPerCrawl", "timestamp": "2026-10-05T04:06:19.907Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 5 run(s): maxCrawlingDepth", "timestamp": "2026-10-05T04:06:19.872Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 5 run(s): pageFunction", "timestamp": "2026-10-05T04:06:19.830Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 5 run(s): startUrls[0].url", "timestamp": "2026-10-05T04:06:19.745Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 5 Actor run(s), expected at most 2", "timestamp": "2026-10-05T04:06:19.703Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/cheerio-scraper", "timestamp": "2026-10-05T04:06:19.618Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "ranOk" ], "judgeComment": "FAIL: check ranOk: 5 Actor run(s), expected at most 2" }, { "scenarioId": "cheerio-scraper-discovery-ikea-static-catalog", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:04:53.676Z", "day": "2026-10-05", "traceId": "297f183117ccb587fbfb398ab54424b2", "observationId": "ccb86031fd72bf75", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/297f183117ccb587fbfb398ab54424b2?observation=ccb86031fd72bf75", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "find", "title": "cheerio / find / ikea-static-catalog", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-05T04:19:22.266Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-05T04:19:22.177Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "pintostudio/ikea-products-bycategory", "comment": "Actors the agent ran: pintostudio/ikea-products-bycategory", "timestamp": "2026-10-05T04:19:22.139Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-05T04:19:22.107Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:19:22.068Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-05T04:19:22.035Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-05T04:19:21.999Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned product names and prices but used the wrong actor (pintostudio/ikea-products-bycategory instead of apify/cheerio-scraper), failing the rightActor and namedActor checks, and the user's explicit requirement for a lightweight non-browser scraper was not met.", "timestamp": "2026-10-05T04:19:21.966Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a reasonable path: search, fetch details, run actor, retrieve data, though it needed an extra step to handle the oversized dataset response.", "timestamp": "2026-10-05T04:19:21.930Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When get-dataset-items returned an oversized result, the agent correctly fell back to reading the file directly and using Bash/jq to extract the needed data.", "timestamp": "2026-10-05T04:19:21.895Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used jq to parse the dataset file and extracted real product names and prices (STORKLINTA, FÅGELFJÄLLET, GURSKEN, RAST) from the actual API response.", "timestamp": "2026-10-05T04:19:21.862Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly passed categoryUrl, localeCode='en_GB', perPage=10, and page=1 to the actor, which are all valid inputs for the chosen actor.", "timestamp": "2026-10-05T04:19:21.829Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose pintostudio/ikea-products-bycategory instead of apify/cheerio-scraper, which is a purpose-built IKEA scraper rather than the lightweight HTML scraper the user explicitly requested for fast, non-JavaScript-rendered extraction.", "timestamp": "2026-10-05T04:19:21.796Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:05:50.581Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-10-05T04:05:50.541Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): pintostudio/ikea-products-bycategory: maxPagesPerCrawl = undefined (expected lte 5)", "timestamp": "2026-10-05T04:05:50.506Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: pintostudio/ikea-products-bycategory: pageFunction = undefined (expected exists undefined)", "timestamp": "2026-10-05T04:05:50.466Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:05:50.358Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/cheerio-scraper\"", "timestamp": "2026-10-05T04:05:50.319Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-05T04:05:50.236Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "pintostudio/ikea-products-bycategory", "infraOk": true, "failedChecks": [ "pageCap", "pageFunction", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper" }, { "scenarioId": "ai-web-scraper-usage-apify-store-first-page", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:04:59.293Z", "day": "2026-10-05", "traceId": "b9729094b863f8fba3607f446abffce3", "observationId": "8ffa397b7cc7219f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b9729094b863f8fba3607f446abffce3?observation=8ffa397b7cc7219f", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "use", "title": "ai-web / use / apify-store-first-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent successfully returned a comprehensive table of 33 Actors with name, description, rating, and number of users, all drawn from the scraped data from apify.com/store.", "timestamp": "2026-10-05T04:19:20.514Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent successfully returned a comprehensive table of 33 Actors with name, description, rating, and number of users, all drawn from the scraped data from apify.com/store.", "timestamp": "2026-10-05T04:19:20.475Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-05T04:19:20.444Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:19:20.409Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The onePage FAIL is a minor warning about maxPagesToVisit being undefined, but the agent correctly used extractionMode='single' which inherently limits scraping to one page, making the parameter irrelevant.", "timestamp": "2026-10-05T04:19:20.373Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-05T04:19:20.336Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent successfully returned a comprehensive table of 33 Actors with name, description, rating, and number of users, all drawn from the scraped data from apify.com/store.", "timestamp": "2026-10-05T04:19:20.303Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call because the first fields-projected call returned empty objects, but this was a reasonable recovery step rather than pointless repetition.", "timestamp": "2026-10-05T04:19:20.268Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first get-dataset-items call returned empty items (fields projection returned empty objects), the agent immediately retried without the fields filter to get the full data.", "timestamp": "2026-10-05T04:19:20.234Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the full dataset output from the file and extracted Actor names, descriptions, ratings, and user counts directly from the scraped markdown content returned by the Actor run.", "timestamp": "2026-10-05T04:19:20.182Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used extractionMode='single' which is correct for one-page scraping, set the correct startUrl, and provided a good prompt. However, maxPagesToVisit was not set (left undefined), which triggered the onePage FAIL check, though 'single' mode ignores that parameter anyway.", "timestamp": "2026-10-05T04:19:20.088Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/ai-web-scraper and used fetch-actor-details, call-actor, get-actor-run, get-dataset-items, and Read tools appropriately for the task.", "timestamp": "2026-10-05T04:19:20.010Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:06:42.704Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-05T04:06:42.670Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-05T04:06:42.633Z", "metadata": {} }, "check.onePage": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper: maxPagesToVisit = undefined (expected lte 3)", "timestamp": "2026-10-05T04:06:42.594Z", "metadata": {} }, "check.promptGiven": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): prompt", "timestamp": "2026-10-05T04:06:42.555Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-05T04:06:42.517Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:06:42.440Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-10-05T04:06:42.361Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "onePage" ], "judgeComment": "PASS: The agent successfully returned a comprehensive table of 33 Actors with name, description, rating, and number of users, all drawn from the scraped data from apify.com/store." }, { "scenarioId": "ai-web-scraper-discovery-climate-articles-three-sites", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:05:50.613Z", "day": "2026-10-05", "traceId": "af24e60f20f06527335fd179aefed17a", "observationId": "b49c43611c66389f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/af24e60f20f06527335fd179aefed17a?observation=b49c43611c66389f", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "find", "title": "ai-web / find / climate-articles-three-sites", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-05T04:19:24.166Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:19:24.035Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent searched for 'news articles scraper' and 'web scraper articles' and 'web scraper crawl links' but never found apify/ai-web-scraper (the intended actor). The search results returned automation-lab/news-article-extractor and automly/ai-web-scraper instead. If apify/ai-web-scraper had appeared in search results, the agent would likely have used it correctly and completed the task.", "timestamp": "2026-10-05T04:19:24.004Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "14 tool calls valid", "timestamp": "2026-10-05T04:19:23.962Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never delivered a final answer with article counts per site and three examples. The session timed out while the second actor run was still RUNNING, and the agent's last message was 'Still running. Let me wait for completion:' with no results reported.", "timestamp": "2026-10-05T04:19:23.929Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made multiple searches and fetched details on several irrelevant actors (keyman98/article-extractor, proscraper/newsarticlescraper) before finding a usable one, and ran automation-lab/news-article-extractor which produced 0 results, wasting time before finding automly/ai-web-scraper.", "timestamp": "2026-10-05T04:19:23.889Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When automation-lab/news-article-extractor returned 0 items, the agent correctly pivoted to search for another actor and found automly/ai-web-scraper. However, the session timed out before the second run completed, and the agent never recovered to provide a final answer.", "timestamp": "2026-10-05T04:19:23.861Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The session timed out while the automly/ai-web-scraper run was still RUNNING (730 items per facts). The agent never retrieved dataset items from the run and never reported counts or examples to the user.", "timestamp": "2026-10-05T04:19:23.829Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "For automly/ai-web-scraper, the agent provided startUrls, fields (title, author, publication_date), instructions, maxPages=30, maxCrawlDepth=1 - these are well-formed inputs matching the schema. However, no prompt field was provided (promptGiven check FAIL), and maxPagesToVisit was not set (pageCap check FAIL), though these checks apply to the intended actor apify/ai-web-scraper's schema, not automly's.", "timestamp": "2026-10-05T04:19:23.793Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent failed to find and use apify/ai-web-scraper (the intended actor). Instead it first tried automation-lab/news-article-extractor (which returned 0 items) and then automly/ai-web-scraper (a different third-party actor). The correct actor apify/ai-web-scraper never appeared in search results and was never tried.", "timestamp": "2026-10-05T04:19:23.756Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-05T04:10:51.421Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-05T04:10:51.370Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: maxPagesToVisit = undefined (expected lte 20); automly/ai-web-scraper: maxPagesToVisit = undefined (expected lte 20)", "timestamp": "2026-10-05T04:10:51.325Z", "metadata": {} }, "check.promptGiven": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: prompt = undefined (expected exists undefined); automly/ai-web-scraper: prompt = undefined (expected exists undefined)", "timestamp": "2026-10-05T04:10:51.285Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automly/ai-web-scraper run 23iEbuvV03ks8uEuz: RUNNING", "timestamp": "2026-10-05T04:10:51.202Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/ai-web-scraper\"", "timestamp": "2026-10-05T04:10:51.151Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used automation-lab/news-article-extractor, automly/ai-web-scraper; expected apify/ai-web-scraper", "timestamp": "2026-10-05T04:10:51.038Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pageCap", "promptGiven", "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "zillow-zip-search-usage-scottsdale", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:06:20.048Z", "day": "2026-10-05", "traceId": "a6d32ca864107dfa315435e7fd00b150", "observationId": "cd0dc8e83f9021b3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a6d32ca864107dfa315435e7fd00b150?observation=cd0dc8e83f9021b3", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "use", "title": "zillow-zip-search / use / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported 10 results retrieved, identified the cheapest property as 4800 N 68TH Street #382, Scottsdale, AZ 85251 at $115,000, all grounded in actual retrieved data.", "timestamp": "2026-10-05T04:19:09.636Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported 10 results retrieved, identified the cheapest property as 4800 N 68TH Street #382, Scottsdale, AZ 85251 at $115,000, all grounded in actual retrieved data.", "timestamp": "2026-10-05T04:19:09.598Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-05T04:19:09.543Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:19:09.508Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor used, all required boolean flags set properly, results retrieved and correctly analyzed, no errors, efficient 3-step plan.", "timestamp": "2026-10-05T04:19:09.464Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-05T04:19:09.429Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported 10 results retrieved, identified the cheapest property as 4800 N 68TH Street #382, Scottsdale, AZ 85251 at $115,000, all grounded in actual retrieved data.", "timestamp": "2026-10-05T04:19:09.395Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve results — no redundant steps.", "timestamp": "2026-10-05T04:19:09.360Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned listingPrice.amount and listingAddress.full fields to identify the cheapest property, confirmed by the grounded PASS check.", "timestamp": "2026-10-05T04:19:09.323Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set zipCodes=['85251'], priceMax=800000, resultsLimit=10, forSaleByAgent=true, forSaleByOwner=false, forRent=false, sold=false — all required fields correctly populated as confirmed by the requiredFlags PASS check.", "timestamp": "2026-10-05T04:19:09.293Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-05T04:19:09.256Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:06:59.510Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-05T04:06:59.474Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 2 numbers found in Actor output", "timestamp": "2026-10-05T04:06:59.436Z", "metadata": {} }, "check.tenResults": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-05T04:06:59.393Z", "metadata": {} }, "check.priceCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): priceMax", "timestamp": "2026-10-05T04:06:59.356Z", "metadata": {} }, "check.requiredFlags": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-05T04:06:59.322Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:06:59.282Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/zillow-zip-search", "timestamp": "2026-10-05T04:06:59.248Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{1,3},\\d{3}/", "timestamp": "2026-10-05T04:06:59.196Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent correctly reported 10 results retrieved, identified the cheapest property as 4800 N 68TH Street #382, Scottsdale, AZ 85251 at $115,000, all grounded in actual retrieved data." }, { "scenarioId": "zillow-zip-search-discovery-scottsdale", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:06:22.947Z", "day": "2026-10-05", "traceId": "cba2578ffbcbd6fc77cc9c8fc57b1892", "observationId": "4255f34f4e781a73", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/cba2578ffbcbd6fc77cc9c8fc57b1892?observation=4255f34f4e781a73", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "find", "title": "zillow-zip-search / find / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used crawlerbros/united-real-estate-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-05T04:19:10.956Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used crawlerbros/united-real-estate-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-05T04:19:10.874Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "crawlerbros/united-real-estate-scraper", "comment": "Actors the agent ran: crawlerbros/united-real-estate-scraper", "timestamp": "2026-10-05T04:19:10.840Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-05T04:19:10.797Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:19:10.761Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used crawlerbros/united-real-estate-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-05T04:19:10.694Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-05T04:19:10.653Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered 10 addresses with prices under $800,000 in ZIP 85251, but used the wrong actor (crawlerbros/united-real-estate-scraper instead of maxcopell/zillow-zip-search), failing both the rightActor and namedActor deterministic checks.", "timestamp": "2026-10-05T04:19:10.614Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent performed two searches (one generic, one Zillow-focused) but never found or tried the maxcopell/zillow actors, then proceeded with a third-party actor; the path was reasonably direct given the search results returned, though it missed the intended actor.", "timestamp": "2026-10-05T04:19:10.576Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items via get-dataset-items and directly reported the fullAddress and price fields from those results in the final answer.", "timestamp": "2026-10-05T04:19:10.486Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed zipCode='85251', maxPrice=800000, and maxItems=10 to the chosen actor, which are well-formed and sensible inputs for the task.", "timestamp": "2026-10-05T04:19:10.453Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors twice and then selected crawlerbros/united-real-estate-scraper instead of the intended maxcopell/zillow-zip-search; the rightActor check is FAIL, confirming the wrong actor was chosen.", "timestamp": "2026-10-05T04:19:10.415Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:06:55.797Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-05T04:06:55.752Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:06:55.715Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"maxcopell/zillow\"", "timestamp": "2026-10-05T04:06:55.629Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used crawlerbros/united-real-estate-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-05T04:06:55.540Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "crawlerbros/united-real-estate-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used crawlerbros/united-real-estate-scraper; expected ^maxcopell/zillow" }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:06:28.385Z", "day": "2026-10-05", "traceId": "539ea72461b6ad357ce4529dc3fc65bd", "observationId": "6937e320a8ebef58", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/539ea72461b6ad357ce4529dc3fc65bd?observation=6937e320a8ebef58", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 2 numbers not in Actor output: 342,120", "timestamp": "2026-10-05T04:19:10.884Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 2 numbers not in Actor output: 342,120", "timestamp": "2026-10-05T04:19:10.803Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-05T04:19:10.757Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:19:10.721Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 2 numbers not in Actor output: 342,120", "timestamp": "2026-10-05T04:19:10.654Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-05T04:19:10.615Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent provided follower count and an engagement interpretation, but the average likes per post (342,120) is arithmetically incorrect based on the retrieved data (actual average is ~282,050), making the answer partially grounded but numerically wrong.", "timestamp": "2026-10-05T04:19:10.584Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two parallel Actor calls and then two dataset retrievals, which is a direct and efficient approach for this task.", "timestamp": "2026-10-05T04:19:10.552Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved followersCount=104,295,358 from the profile dataset and 20 likesCount values from the posts dataset, but the computed average of 342,120 does not match the actual sum of the 20 values (816975+349996+41240+751105+211691+108658+690243+473971+100733+112949+169379+39551+32107+550645+231646+152581+319234+120588+519889+48821 = 5,641,002 / 20 = 282,050), confirming the grounded check FAIL for the invented average of 342,120.", "timestamp": "2026-10-05T04:19:10.519Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used correct inputs: resultsType='details' with the NASA URL for profile data, and resultsType='posts' with resultsLimit=20 for recent posts.", "timestamp": "2026-10-05T04:19:10.483Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used apify/instagram-scraper with two runs: one for profile details and one for posts, which is the appropriate tool for this task.", "timestamp": "2026-10-05T04:19:10.443Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:07:20.697Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-05T04:07:20.655Z", "metadata": {} }, "check.followers": { "value": 1, "stringValue": null, "comment": "PASS: followersCount within 2%", "timestamp": "2026-10-05T04:07:20.610Z", "metadata": {} }, "check.grounded": { "value": 0.5, "stringValue": null, "comment": "FAIL: 1 of 2 numbers not in Actor output: 342,120", "timestamp": "2026-10-05T04:07:20.565Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): directUrls[0]", "timestamp": "2026-10-05T04:07:20.521Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:07:20.480Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-10-05T04:07:20.400Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-10-05T04:07:20.329Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 2 numbers not in Actor output: 342,120" }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:06:42.739Z", "day": "2026-10-05", "traceId": "80e79a55e6290e2b3747eca3a9fae0f1", "observationId": "d907408073053dff", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/80e79a55e6290e2b3747eca3a9fae0f1?observation=d907408073053dff", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-05T04:19:09.285Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-05T04:19:09.198Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/instagram-post-scraper", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-05T04:19:09.157Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-05T04:19:09.123Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:19:09.088Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-05T04:19:09.045Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-05T04:19:09.008Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent retrieved 3 posts successfully and reported the correct count, but used apify/instagram-post-scraper instead of the expected apify/instagram-scraper, failing the rightActor and namedActor deterministic checks.", "timestamp": "2026-10-05T04:19:08.973Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct path: search, fetch details, call actor, poll for completion — 4 tool calls with no redundant steps.", "timestamp": "2026-10-05T04:19:08.939Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent reported 'Posts: 3' based on the actual dataset itemCount of 3 returned by get-actor-run, not invented data.", "timestamp": "2026-10-05T04:19:08.899Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=['nasa'] and resultsLimit=3 to apify/instagram-post-scraper, which matches the actor's input schema requirements correctly.", "timestamp": "2026-10-05T04:19:08.817Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-actor-run which are appropriate tools, but selected apify/instagram-post-scraper instead of the intended apify/instagram-scraper — the wrong actor was chosen from the search results.", "timestamp": "2026-10-05T04:19:08.736Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:07:32.071Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-05T04:07:32.036Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:07:31.997Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-05T04:07:31.909Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-05T04:07:31.819Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/instagram-post-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper" }, { "scenarioId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:06:55.825Z", "day": "2026-10-05", "traceId": "0b5968de904d8f5104c8253f4dbddbb2", "observationId": "57cb17b033d1c093", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0b5968de904d8f5104c8253f4dbddbb2?observation=57cb17b033d1c093", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "use", "title": "instagram-reel / use / natgeo-skip-pinned", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence of each caption, play count, and duration in seconds for all 3 reels, all grounded in retrieved data, fully satisfying the task.", "timestamp": "2026-10-05T04:18:59.110Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence of each caption, play count, and duration in seconds for all 3 reels, all grounded in retrieved data, fully satisfying the task.", "timestamp": "2026-10-05T04:18:59.066Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-05T04:18:59.024Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:18:58.973Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified the actor, set proper inputs, retrieved real data, and reported accurate results.", "timestamp": "2026-10-05T04:18:58.938Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-05T04:18:58.905Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence of each caption, play count, and duration in seconds for all 3 reels, all grounded in retrieved data, fully satisfying the task.", "timestamp": "2026-10-05T04:18:58.869Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve items — no redundant calls.", "timestamp": "2026-10-05T04:18:58.818Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 8 numbers in the final answer were found in the Actor output, and the captions match the dataset items retrieved.", "timestamp": "2026-10-05T04:18:58.782Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-reel-scraper with username=[\"natgeo\"], resultsLimit=3, and skipPinnedPosts=true, matching all required parameters confirmed by deterministic checks.", "timestamp": "2026-10-05T04:18:58.710Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-05T04:18:58.644Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:07:53.487Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-05T04:07:53.445Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 8 numbers found in Actor output", "timestamp": "2026-10-05T04:07:53.408Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-05T04:07:53.367Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-05T04:07:53.330Z", "metadata": {} }, "check.threeReels": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-05T04:07:53.285Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-05T04:07:53.245Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:07:53.138Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-05T04:07:53.047Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence of each caption, play count, and duration in seconds for all 3 reels, all grounded in retrieved data, fully satisfying the task." }, { "scenarioId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:06:59.549Z", "day": "2026-10-05", "traceId": "431ad58eeb17dc57bc89d229aa60c3fb", "observationId": "07cd333d83a51de0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/431ad58eeb17dc57bc89d229aa60c3fb?observation=07cd333d83a51de0", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "find", "title": "instagram-reel / find / natgeo-reels-shares", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-05T04:19:01.053Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-05T04:19:00.961Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-reel-scraper", "timestamp": "2026-10-05T04:19:00.923Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-05T04:19:00.881Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-05T04:19:00.843Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The full dataset was retrieved (Read tool call shows complete item data) but the agent could not locate the sharesCount field in the returned data and incorrectly concluded shares were unavailable, even though includeSharesCount=true was passed and the run succeeded. The agent should have found the shares field in the dataset output.", "timestamp": "2026-10-05T04:19:00.804Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-05T04:19:00.748Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported captions and play counts correctly but failed to report share counts, instead claiming they were 'not available (requires paid subscription)' despite the fact that includeSharesCount=true was passed and the run succeeded with sharesFlag: PASS - the agent should have found and reported the share count values from the dataset.", "timestamp": "2026-10-05T04:19:00.712Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call (first with specific fields, then without fields to get full data), which was slightly redundant but not excessive; the overall path was reasonably direct.", "timestamp": "2026-10-05T04:19:00.681Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent correctly reported captions and play counts drawn from the dataset items (e.g., videoPlayCount: 2,076,878 for the first reel), but failed to report actual share counts despite the data being retrieved with includeSharesCount=true.", "timestamp": "2026-10-05T04:19:00.642Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with username=['natgeo'], resultsLimit=3, and includeSharesCount=true, which are all correct inputs matching the task requirements, confirmed by sharesFlag: PASS.", "timestamp": "2026-10-05T04:19:00.597Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-reel-scraper, the intended actor for Instagram Reels with share counts, confirmed by the deterministic check rightActor: PASS.", "timestamp": "2026-10-05T04:19:00.557Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:08:05.398Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-05T04:08:05.356Z", "metadata": {} }, "check.sharesFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeSharesCount", "timestamp": "2026-10-05T04:08:05.318Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:08:05.280Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-reel-scraper\"", "timestamp": "2026-10-05T04:08:05.249Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-05T04:08:05.216Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-usage-natgeo-about-section", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:07:11.080Z", "day": "2026-10-05", "traceId": "59d0c847e93c8b4e611075a35546e5ba", "observationId": "6dd07fb417bae3f2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/59d0c847e93c8b4e611075a35546e5ba?observation=6dd07fb417bae3f2", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "use", "title": "instagram-profile / use / natgeo-about-section", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the bio's first sentence and business account status correctly from retrieved data, but could not report the country because the data was not present in the scraped profile (no country field returned), which is an honest and accurate report of the data's absence.", "timestamp": "2026-10-05T04:19:00.133Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the bio's first sentence and business account status correctly from retrieved data, but could not report the country because the data was not present in the scraped profile (no country field returned), which is an honest and accurate report of the data's absence.", "timestamp": "2026-10-05T04:19:00.073Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-05T04:19:00.015Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:18:59.510Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All deterministic checks passed, the agent used the correct actor with correct inputs, retrieved and reported real data accurately, and honestly noted that country information was not available in the profile data.", "timestamp": "2026-10-05T04:18:59.410Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-05T04:18:59.350Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the bio's first sentence and business account status correctly from retrieved data, but could not report the country because the data was not present in the scraped profile (no country field returned), which is an honest and accurate report of the data's absence.", "timestamp": "2026-10-05T04:18:59.304Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call (first with limited fields, then with clean=true for full data), which was a reasonable approach to first check key fields then get country info, though slightly redundant.", "timestamp": "2026-10-05T04:18:59.054Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the biography 'Step into wonder and find your inner explorer with National Geographic 🌎' and isBusinessAccount=true from the retrieved dataset items, not from invention.", "timestamp": "2026-10-05T04:18:59.017Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed usernames=['natgeo'] and includeAboutSection=true, which matches the required input schema and satisfies the deterministic checks for usernameInput and aboutSection.", "timestamp": "2026-10-05T04:18:58.984Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items tools, which are the appropriate tools for running the apify/instagram-profile-scraper and retrieving results.", "timestamp": "2026-10-05T04:18:58.939Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:08:04.183Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-05T04:08:04.150Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-05T04:08:04.111Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-05T04:08:04.072Z", "metadata": {} }, "check.aboutSection": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeAboutSection", "timestamp": "2026-10-05T04:08:04.034Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): usernames[0]", "timestamp": "2026-10-05T04:08:03.996Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:08:03.928Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-05T04:08:03.848Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the bio's first sentence and business account status correctly from retrieved data, but could not report the country because the data was not present in the scraped profile (no country field returned), which is an honest and accurate report of the data's absence." }, { "scenarioId": "instagram-profile-scraper-discovery-natgeo-verified", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:07:20.737Z", "day": "2026-10-05", "traceId": "79419895ebc42056baa856508cb5e1bb", "observationId": "8a5694c7b9d36d0c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/79419895ebc42056baa856508cb5e1bb?observation=8a5694c7b9d36d0c", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "find", "title": "instagram-profile / find / natgeo-verified", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer correctly reports @natgeo is verified (true from data), quotes the exact bio from retrieved data, and ends with 'Actor: apify/instagram-profile-scraper' as required.", "timestamp": "2026-10-05T04:18:59.129Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer correctly reports @natgeo is verified (true from data), quotes the exact bio from retrieved data, and ends with 'Actor: apify/instagram-profile-scraper' as required.", "timestamp": "2026-10-05T04:18:59.093Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-profile-scraper", "timestamp": "2026-10-05T04:18:59.052Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-05T04:18:59.011Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:18:58.976Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, used correct inputs, utilized retrieved data accurately, handled the item-count lag gracefully, followed an efficient plan, and fully completed the task.", "timestamp": "2026-10-05T04:18:58.933Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-05T04:18:58.894Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer correctly reports @natgeo is verified (true from data), quotes the exact bio from retrieved data, and ends with 'Actor: apify/instagram-profile-scraper' as required.", "timestamp": "2026-10-05T04:18:58.857Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls: search-actors, fetch-actor-details, call-actor, get-dataset-items — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-05T04:18:58.818Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The initial call-actor result showed itemCount=0 with a lag warning, and the agent correctly followed the nextStep instruction to fetch dataset items, which returned the actual data.", "timestamp": "2026-10-05T04:18:58.778Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the biography field ('Step into wonder and find your inner explorer with National Geographic 🌎') and verified=true from the dataset item returned by get-dataset-items.", "timestamp": "2026-10-05T04:18:58.746Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-profile-scraper with {\"usernames\": [\"natgeo\"]}, which matches the required input schema field 'usernames' as an array.", "timestamp": "2026-10-05T04:18:58.670Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for Instagram profile scrapers, found apify/instagram-profile-scraper, fetched its details, called it, and retrieved dataset items — all appropriate tools for the task.", "timestamp": "2026-10-05T04:18:58.569Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:07:56.063Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-05T04:07:56.013Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:07:55.980Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-profile-scraper\"", "timestamp": "2026-10-05T04:07:55.935Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-05T04:07:55.902Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer correctly reports @natgeo is verified (true from data), quotes the exact bio from retrieved data, and ends with 'Actor: apify/instagram-profile-scraper' as required." }, { "scenarioId": "instagram-post-scraper-usage-natgeo-three-posts", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:07:32.106Z", "day": "2026-10-05", "traceId": "9afb2a5c2cc908693485d9056b0cece6", "observationId": "360016da82ebd55c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9afb2a5c2cc908693485d9056b0cece6?observation=360016da82ebd55c", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "use", "title": "instagram-post / use / natgeo-three-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported the first sentence of each caption and the like count for all 3 posts, grounded in retrieved data, fulfilling the task completely.", "timestamp": "2026-10-05T04:18:49.899Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported the first sentence of each caption and the like count for all 3 posts, grounded in retrieved data, fulfilling the task completely.", "timestamp": "2026-10-05T04:18:49.862Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-05T04:18:49.828Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:18:49.789Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, provided proper inputs, retrieved real data, and reported accurate captions and like counts for all 3 posts.", "timestamp": "2026-10-05T04:18:49.747Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-05T04:18:49.709Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported the first sentence of each caption and the like count for all 3 posts, grounded in retrieved data, fulfilling the task completely.", "timestamp": "2026-10-05T04:18:49.629Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run actor, retrieve dataset items — no redundant calls.", "timestamp": "2026-10-05T04:18:49.587Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 5 numbers (like counts) appear in Actor output, and captions are drawn directly from the dataset items returned by get-dataset-items.", "timestamp": "2026-10-05T04:18:49.550Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-post-scraper with username=[\"natgeo\"], resultsLimit=3, and skipPinnedPosts=true, matching all required parameters.", "timestamp": "2026-10-05T04:18:49.512Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-05T04:18:49.409Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:08:07.669Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-05T04:08:07.637Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 5 numbers found in Actor output", "timestamp": "2026-10-05T04:08:07.602Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-05T04:08:07.563Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-05T04:08:07.526Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-05T04:08:07.491Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-05T04:08:07.456Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:08:07.417Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-05T04:08:07.381Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent correctly reported the first sentence of each caption and the like count for all 3 posts, grounded in retrieved data, fulfilling the task completely." }, { "scenarioId": "instagram-post-scraper-discovery-natgeo-latest-post", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:07:53.517Z", "day": "2026-10-05", "traceId": "38e892175d01622bfdd7fd30a4a58608", "observationId": "4343bb8f70590ea7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/38e892175d01622bfdd7fd30a4a58608?observation=4343bb8f70590ea7", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "find", "title": "instagram-post / find / natgeo-latest-post", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence of the caption ('Presented by @Rolex.'), the comment count (528), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data.", "timestamp": "2026-10-05T04:18:50.337Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence of the caption ('Presented by @Rolex.'), the comment count (528), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data.", "timestamp": "2026-10-05T04:18:50.303Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-05T04:18:50.268Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-05T04:18:50.232Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:18:50.190Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered, ran, and reported results from apify/instagram-post-scraper with no issues.", "timestamp": "2026-10-05T04:18:50.156Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-05T04:18:50.117Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence of the caption ('Presented by @Rolex.'), the comment count (528), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data.", "timestamp": "2026-10-05T04:18:50.075Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: search, fetch details, run actor, get results — no redundant calls or backtracking.", "timestamp": "2026-10-05T04:18:50.039Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the caption and commentsCount (528) directly from the dataset items returned by get-dataset-items and reported them accurately in the final answer.", "timestamp": "2026-10-05T04:18:49.999Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-post-scraper with username=['natgeo'], resultsLimit=1, and dataDetailLevel='detailedData', which are well-formed and correct inputs for retrieving the most recent post.", "timestamp": "2026-10-05T04:18:49.963Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors to find the Instagram scraper, fetch-actor-details to understand its schema, call-actor to run it, and get-dataset-items to retrieve results — all appropriate tools for the task.", "timestamp": "2026-10-05T04:18:49.920Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:08:45.522Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-05T04:08:45.489Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:08:45.450Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-post-scraper\"", "timestamp": "2026-10-05T04:08:45.413Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-05T04:08:45.380Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence of the caption ('Presented by @Rolex.'), the comment count (528), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data." }, { "scenarioId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:07:56.097Z", "day": "2026-10-05", "traceId": "04f277c8addabb812190ef110202891c", "observationId": "893be05769a0e406", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/04f277c8addabb812190ef110202891c?observation=893be05769a0e406", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "use", "title": "instagram-hashtag / use / nasa-keyword-reels", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence of each caption and the like count for all 5 reels, grounded in retrieved data, fulfilling the task completely.", "timestamp": "2026-10-05T04:18:48.862Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence of each caption and the like count for all 5 reels, grounded in retrieved data, fulfilling the task completely.", "timestamp": "2026-10-05T04:18:48.828Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-05T04:18:48.791Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:18:48.754Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor used, correct inputs provided, data properly retrieved and reported, efficient execution path.", "timestamp": "2026-10-05T04:18:48.712Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-05T04:18:48.679Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence of each caption and the like count for all 5 reels, grounded in retrieved data, fulfilling the task completely.", "timestamp": "2026-10-05T04:18:48.649Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence (fetch details → run actor → get items) with no redundant or repeated calls.", "timestamp": "2026-10-05T04:18:48.611Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 10 numbers (5 like counts) appear in the actor output, and captions are drawn directly from the dataset items returned by get-dataset-items.", "timestamp": "2026-10-05T04:18:48.577Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with hashtags=[\"nasa\"], keywordSearch=true, resultsType=\"reels\", and resultsLimit=5, matching all required input parameters confirmed by the deterministic checks.", "timestamp": "2026-10-05T04:18:48.539Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for discovering the actor schema, running it, and retrieving results.", "timestamp": "2026-10-05T04:18:48.505Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:08:30.669Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-05T04:08:30.632Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 10 numbers found in Actor output", "timestamp": "2026-10-05T04:08:30.595Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-05T04:08:30.563Z", "metadata": {} }, "check.fiveResults": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-05T04:08:30.524Z", "metadata": {} }, "check.reelsType": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsType", "timestamp": "2026-10-05T04:08:30.486Z", "metadata": {} }, "check.keywordMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): keywordSearch", "timestamp": "2026-10-05T04:08:30.453Z", "metadata": {} }, "check.keywordInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): hashtags[0]", "timestamp": "2026-10-05T04:08:30.365Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:08:30.323Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-10-05T04:08:30.224Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence of each caption and the like count for all 5 reels, grounded in retrieved data, fulfilling the task completely." }, { "scenarioId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:08:04.217Z", "day": "2026-10-05", "traceId": "43d89742efa1e2ac7e6a75a4e40992eb", "observationId": "18fbdf78fa10005a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/43d89742efa1e2ac7e6a75a4e40992eb?observation=18fbdf78fa10005a", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "find", "title": "instagram-hashtag / find / nasa-hashtag", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-05T04:18:48.582Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-05T04:18:48.497Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "scraping_solutions/instagram-hashtag-scraper-pro-no-cookies", "comment": "Actors the agent ran: scraping_solutions/instagram-hashtag-scraper-pro-no-cookies", "timestamp": "2026-10-05T04:18:48.454Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-05T04:18:48.416Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:18:48.381Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-05T04:18:48.347Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-05T04:18:48.309Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 5 real Instagram posts tagged #nasa with correct usernames and post descriptions grounded in retrieved data, and ended with the actor name line as required; however, it used the wrong actor (scraping_solutions instead of apify/instagram-hashtag-scraper) and the namedActor check failed.", "timestamp": "2026-10-05T04:18:48.246Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search, fetch-details, call-actor, get-dataset-items) in a logical sequence with no redundant steps.", "timestamp": "2026-10-05T04:18:48.178Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 5 dataset items and accurately reported usernames, full names, captions, and links directly from the tool results without inventing data.", "timestamp": "2026-10-05T04:18:48.138Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed hashtags=['nasa'], feed_type='recent', and resultsLimit=5 to the actor, which are all valid and well-formed inputs matching the actor's required schema.", "timestamp": "2026-10-05T04:18:48.068Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors to find an Instagram hashtag scraper, then fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task, though it picked scraping_solutions/instagram-hashtag-scraper-pro-no-cookies instead of the intended apify/instagram-hashtag-scraper (rightActor: FAIL).", "timestamp": "2026-10-05T04:18:47.996Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:08:42.950Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-05T04:08:42.912Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:08:42.872Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-hashtag-scraper\"", "timestamp": "2026-10-05T04:08:42.840Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-05T04:08:42.804Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "scraping_solutions/instagram-hashtag-scraper-pro-no-cookies", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper" }, { "scenarioId": "facebook-posts-scraper-usage-nasa-engagement", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:08:05.435Z", "day": "2026-10-05", "traceId": "7cca838e93dd190843d1b15980075aa0", "observationId": "d0f1fa176b6e300d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7cca838e93dd190843d1b15980075aa0?observation=d0f1fa176b6e300d", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "use", "title": "facebook-posts / use / nasa-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 5 posts with first sentences (or noted empty text for image/video posts) and correct reaction counts (127, 2559, 14035, 4445, 8458) grounded in retrieved data.", "timestamp": "2026-10-05T04:18:41.849Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 5 posts with first sentences (or noted empty text for image/video posts) and correct reaction counts (127, 2559, 14035, 4445, 8458) grounded in retrieved data.", "timestamp": "2026-10-05T04:18:41.815Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-05T04:18:41.776Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:18:41.743Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified the actor, configured inputs properly, retrieved real data, and presented a complete and accurate answer.", "timestamp": "2026-10-05T04:18:41.714Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-05T04:18:41.675Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 5 posts with first sentences (or noted empty text for image/video posts) and correct reaction counts (127, 2559, 14035, 4445, 8458) grounded in retrieved data.", "timestamp": "2026-10-05T04:18:41.639Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made exactly 3 tool calls in logical sequence: fetch schema, run actor, get results — no redundant calls.", "timestamp": "2026-10-05T04:18:41.602Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned (text, likes counts) to populate the final answer, confirmed by grounded check passing with all 4 numbers found in Actor output.", "timestamp": "2026-10-05T04:18:41.563Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed startUrls with the NASA Facebook URL and resultsLimit=5, matching the schema requirements exactly.", "timestamp": "2026-10-05T04:18:41.528Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-05T04:18:41.495Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:08:40.897Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-05T04:08:40.859Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 4 numbers found in Actor output", "timestamp": "2026-10-05T04:08:40.826Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-05T04:08:40.777Z", "metadata": {} }, "check.fivePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-05T04:08:40.739Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-05T04:08:40.699Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:08:40.620Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-05T04:08:40.580Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{2,}/", "timestamp": "2026-10-05T04:08:40.494Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 5 posts with first sentences (or noted empty text for image/video posts) and correct reaction counts (127, 2559, 14035, 4445, 8458) grounded in retrieved data." }, { "scenarioId": "facebook-posts-scraper-discovery-nasa-page", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:08:07.703Z", "day": "2026-10-05", "traceId": "5364e272d3c7436873009be7e1590883", "observationId": "5edbc89534fa876a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5364e272d3c7436873009be7e1590883?observation=5edbc89534fa876a", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "find", "title": "facebook-posts / find / nasa-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent provided all 5 posts with their text content and reaction counts, ended with 'Actor: apify/facebook-posts-scraper' as required, fulfilling all task requirements.", "timestamp": "2026-10-05T04:18:41.232Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent provided all 5 posts with their text content and reaction counts, ended with 'Actor: apify/facebook-posts-scraper' as required, fulfilling all task requirements.", "timestamp": "2026-10-05T04:18:41.198Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/facebook-posts-scraper", "timestamp": "2026-10-05T04:18:41.165Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-05T04:18:41.129Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:18:41.095Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered the right actor, called it with proper arguments, retrieved real data, and presented a complete answer matching the task requirements.", "timestamp": "2026-10-05T04:18:41.062Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-05T04:18:41.025Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent provided all 5 posts with their text content and reaction counts, ended with 'Actor: apify/facebook-posts-scraper' as required, fulfilling all task requirements.", "timestamp": "2026-10-05T04:18:40.990Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: search-actors, fetch-actor-details, call-actor, get-dataset-items, with no redundant or wasted calls.", "timestamp": "2026-10-05T04:18:40.951Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the run and accurately reported the text and reaction counts from the actual dataset results, including specific reaction breakdowns matching the tool output.", "timestamp": "2026-10-05T04:18:40.915Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct startUrls with NASA's Facebook URL and set resultsLimit to 5, matching the task requirements and the actor's input schema.", "timestamp": "2026-10-05T04:18:40.880Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/facebook-posts-scraper, the intended actor for scraping Facebook page posts, confirmed by the deterministic rightActor check passing.", "timestamp": "2026-10-05T04:18:40.843Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:08:48.066Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-05T04:08:48.032Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:08:47.995Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-posts-scraper\"", "timestamp": "2026-10-05T04:08:47.954Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-05T04:08:47.916Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent provided all 5 posts with their text content and reaction counts, ended with 'Actor: apify/facebook-posts-scraper' as required, fulfilling all task requirements." }, { "scenarioId": "facebook-groups-scraper-usage-recent-activity", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:08:30.706Z", "day": "2026-10-05", "traceId": "89e4d97c78779415cd920e78798ce198", "observationId": "cc9ad065fb60042c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/89e4d97c78779415cd920e78798ce198?observation=cc9ad065fb60042c", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "use", "title": "facebook-groups / use / recent-activity", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 2 of 8 numbers not in Actor output: 11, 280", "timestamp": "2026-10-05T04:18:39.493Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 2 of 8 numbers not in Actor output: 11, 280", "timestamp": "2026-10-05T04:18:39.414Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-05T04:18:39.374Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:18:39.340Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 2 of 8 numbers not in Actor output: 11, 280", "timestamp": "2026-10-05T04:18:39.299Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-05T04:18:39.262Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported post text correctly but invented '280+' as a count and fabricated specific timestamps for posts 2 and 3 that were not in the retrieved data, as confirmed by the grounded FAIL check showing numbers 11 and 280 were not in Actor output.", "timestamp": "2026-10-05T04:18:39.217Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve items — no unnecessary repetition.", "timestamp": "2026-10-05T04:18:39.179Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved dataset items and used the actual post text ('Let's welcome our new members!') and commentsCount=0 from the data, but invented '280+' member names count and fabricated timestamps for posts 2 and 3 that weren't shown in the preview — the grounded check confirms 2 numbers (11, 280) were not in Actor output.", "timestamp": "2026-10-05T04:18:39.143Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed startUrls with the correct group URL, resultsLimit=3, and viewOption='RECENT_ACTIVITY', all matching the required input schema.", "timestamp": "2026-10-05T04:18:39.109Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-05T04:18:39.069Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:09:00.196Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-05T04:09:00.156Z", "metadata": {} }, "check.grounded": { "value": 0.75, "stringValue": null, "comment": "FAIL: 2 of 8 numbers not in Actor output: 11, 280", "timestamp": "2026-10-05T04:09:00.117Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-05T04:09:00.078Z", "metadata": {} }, "check.sortOrder": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): viewOption", "timestamp": "2026-10-05T04:09:00.030Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-05T04:08:59.984Z", "metadata": {} }, "check.groupUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-05T04:08:59.903Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:08:59.866Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-10-05T04:08:59.780Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 2 of 8 numbers not in Actor output: 11, 280" }, { "scenarioId": "facebook-groups-scraper-discovery-public-group-posts", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:08:40.934Z", "day": "2026-10-05", "traceId": "ce9403803784912ac0dc92739a5980da", "observationId": "62c8a2966c35a4b2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ce9403803784912ac0dc92739a5980da?observation=62c8a2966c35a4b2", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "find", "title": "facebook-groups / find / public-group-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 3 posts with their content (new member welcome lists), timestamps, poster name, and engagement metrics drawn from real retrieved data, and ended with 'Actor: apify/facebook-groups-scraper' as required.", "timestamp": "2026-10-05T04:18:37.724Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 3 posts with their content (new member welcome lists), timestamps, poster name, and engagement metrics drawn from real retrieved data, and ended with 'Actor: apify/facebook-groups-scraper' as required.", "timestamp": "2026-10-05T04:18:37.686Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/facebook-groups-scraper", "timestamp": "2026-10-05T04:18:37.652Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-05T04:18:37.616Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:18:37.581Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first call-actor attempt passed startUrls as an array of strings ([\"https://...\"] instead of [{\"url\": \"https://...\"}]), causing a validation failure. The schema clearly specifies items must be objects with a 'url' property, so better input construction would have avoided the failed run.", "timestamp": "2026-10-05T04:18:37.545Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-05T04:18:37.512Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 3 posts with their content (new member welcome lists), timestamps, poster name, and engagement metrics drawn from real retrieved data, and ended with 'Actor: apify/facebook-groups-scraper' as required.", "timestamp": "2026-10-05T04:18:37.475Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search-actors calls in parallel, fetched actor details, had one failed call due to input format, corrected and succeeded, then retrieved dataset items — a reasonably direct path with only one avoidable extra call.", "timestamp": "2026-10-05T04:18:37.437Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call-actor failed with 'must be object' validation error, the agent immediately corrected the startUrls format and resubmitted successfully.", "timestamp": "2026-10-05T04:18:37.397Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned (post texts listing new member names, timestamps, user.name 'AllMath', likesCount) to describe each post rather than inventing content.", "timestamp": "2026-10-05T04:18:37.364Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call-actor attempt failed because startUrls was passed as an array of strings instead of objects; the agent corrected this on the second attempt by using [{\"url\": \"...\"}] format, which succeeded.", "timestamp": "2026-10-05T04:18:37.328Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for Facebook group scrapers and correctly identified apify/facebook-groups-scraper, the intended actor for this task.", "timestamp": "2026-10-05T04:18:37.292Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:09:23.689Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-05T04:09:23.647Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/facebook-groups-scraper run : CALL-FAILED", "timestamp": "2026-10-05T04:09:23.544Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-groups-scraper\"", "timestamp": "2026-10-05T04:09:23.403Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-10-05T04:09:23.278Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "PASS: The agent reported all 3 posts with their content (new member welcome lists), timestamps, poster name, and engagement metrics drawn from real retrieved data, and ended with 'Actor: apify/facebook-groups-scraper' as required." }, { "scenarioId": "facebook-ads-scraper-usage-nike-last-30-days", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:08:42.984Z", "day": "2026-10-05", "traceId": "4db1a931968836d7fa08c64264ddc010", "observationId": "659407e5b0b3b1bf", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4db1a931968836d7fa08c64264ddc010?observation=659407e5b0b3b1bf", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "use", "title": "facebook-ads / use / nike-last-30-days", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 20 ads retrieved, provided a real ad body text with EU reach data of 7,231,158, and honestly noted that spend data was null for most ads — fully fulfilling the task requirements with grounded data.", "timestamp": "2026-10-05T04:18:33.532Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 20 ads retrieved, provided a real ad body text with EU reach data of 7,231,158, and honestly noted that spend data was null for most ads — fully fulfilling the task requirements with grounded data.", "timestamp": "2026-10-05T04:18:33.500Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-05T04:18:33.460Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:18:33.419Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, used correct inputs, retrieved and utilized real data, handled pagination, and delivered a complete grounded answer.", "timestamp": "2026-10-05T04:18:33.383Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-05T04:18:33.349Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 20 ads retrieved, provided a real ad body text with EU reach data of 7,231,158, and honestly noted that spend data was null for most ads — fully fulfilling the task requirements with grounded data.", "timestamp": "2026-10-05T04:18:33.315Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one fetch-actor-details call, one call-actor, one get-actor-run poll, and two get-dataset-items calls (needed for pagination) — a reasonably direct path with no unnecessary repetition.", "timestamp": "2026-10-05T04:18:33.283Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor run returned only 10 items initially in the run status preview, but the agent correctly paginated through the dataset with offset=10 to retrieve all 20 items.", "timestamp": "2026-10-05T04:18:33.241Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly cited the body text 'Get the gear that's up for it all. Any time. Anywhere.' and EU total reach of 7,231,158 from the actual retrieved data, confirmed by the grounded check passing.", "timestamp": "2026-10-05T04:18:33.209Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with startUrls set to the Nike Facebook page URL, resultsLimit=20, onlyAdsNewerThan='30 days', and isDetailsPerAd=true — all correct parameters matching the task requirements.", "timestamp": "2026-10-05T04:18:33.174Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running and retrieving results from apify/facebook-ads-scraper.", "timestamp": "2026-10-05T04:18:33.137Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:10:40.458Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-05T04:10:40.412Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 4 numbers found in Actor output", "timestamp": "2026-10-05T04:10:40.381Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-05T04:10:40.338Z", "metadata": {} }, "check.detailsFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): isDetailsPerAd", "timestamp": "2026-10-05T04:10:40.302Z", "metadata": {} }, "check.twentyAds": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-05T04:10:40.262Z", "metadata": {} }, "check.dateRange": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): onlyAdsNewerThan", "timestamp": "2026-10-05T04:10:40.215Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-05T04:10:40.175Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:10:40.071Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-ads-scraper", "timestamp": "2026-10-05T04:10:40.031Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-05T04:10:39.939Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 20 ads retrieved, provided a real ad body text with EU reach data of 7,231,158, and honestly noted that spend data was null for most ads — fully fulfilling the task requirements with grounded data." }, { "scenarioId": "facebook-ads-scraper-discovery-nike-ad-library", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:08:45.558Z", "day": "2026-10-05", "traceId": "b229cad181686f172066cc2687634c4c", "observationId": "62366b16b8e0d903", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b229cad181686f172066cc2687634c4c?observation=62366b16b8e0d903", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "find", "title": "facebook-ads / find / nike-ad-library", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used adside/meta-ad-library-ads-scraper, hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-05T04:18:31.929Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used adside/meta-ad-library-ads-scraper, hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-05T04:18:31.846Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "adside/meta-ad-library-ads-scraper", "comment": "Actors the agent ran: adside/meta-ad-library-ads-scraper, hyperbach/meta-ads-library-scraper", "timestamp": "2026-10-05T04:18:31.801Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-05T04:18:31.764Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:18:31.706Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used adside/meta-ad-library-ads-scraper, hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-05T04:18:31.671Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-05T04:18:31.637Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 10 active Nike ads and provided a real example body text from the data, but used the wrong actor (hyperbach instead of apify/facebook-ads-scraper) and did not use the facebook.com/nike URL as specified in the task.", "timestamp": "2026-10-05T04:18:31.593Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran two actors (one failed, one succeeded) and fetched details for both before running them, which added some overhead but was reasonable given the need to understand input schemas.", "timestamp": "2026-10-05T04:18:31.559Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When adside/meta-ad-library-ads-scraper returned 0 items, the agent correctly pivoted to try hyperbach/meta-ads-library-scraper, which succeeded with 10 items.", "timestamp": "2026-10-05T04:18:31.526Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from the hyperbach run and directly quoted the body_text field from the first result: 'Back for more? Explore Nike shoes and clothing...' which matches the tool result preview.", "timestamp": "2026-10-05T04:18:31.492Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used advertiserNames=['Nike'] with the hyperbach actor which successfully returned 10 ads, and used page_id='18516' for the adside actor; inputs were well-formed for the actors chosen.", "timestamp": "2026-10-05T04:18:31.460Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Meta Ad Library actors and found hyperbach/meta-ads-library-scraper and adside/meta-ad-library-ads-scraper, but missed the intended apify/facebook-ads-scraper; the rightActor check is FAIL per the deterministic facts.", "timestamp": "2026-10-05T04:18:31.422Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:10:16.477Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-05T04:10:16.436Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:10:16.399Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-ads-scraper\"", "timestamp": "2026-10-05T04:10:16.310Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used adside/meta-ad-library-ads-scraper, hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-05T04:10:16.216Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "adside/meta-ad-library-ads-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used adside/meta-ad-library-ads-scraper, hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper" }, { "scenarioId": "tripadvisor-usage-rome-restaurants", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:08:48.138Z", "day": "2026-10-05", "traceId": "8abd085cc152530ef9d5d4a2780a5e81", "observationId": "3eb917499a2d3f3e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8abd085cc152530ef9d5d4a2780a5e81?observation=3eb917499a2d3f3e", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "use", "title": "tripadvisor / use / rome-restaurants", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: maxcopell/tripadvisor run GWTYMasU8vnDUxwed: RUNNING", "timestamp": "2026-10-05T04:18:28.433Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: maxcopell/tripadvisor run GWTYMasU8vnDUxwed: RUNNING", "timestamp": "2026-10-05T04:18:28.348Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-05T04:18:28.308Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-05T04:18:28.271Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: maxcopell/tripadvisor run GWTYMasU8vnDUxwed: RUNNING", "timestamp": "2026-10-05T04:18:28.233Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-05T04:18:28.198Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 8 restaurants (not the requested 10) with cuisine type, price range, and rating, correctly reported the count, and named I Vaccinari as the top restaurant with a 4.9 rating — all grounded in actual dataset items.", "timestamp": "2026-10-05T04:18:28.162Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent polled get-actor-run five times over ~240 seconds as the run was still in progress, which was necessary given the Actor never completed; the polling was reasonable though slightly repetitive.", "timestamp": "2026-10-05T04:18:28.097Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The Actor never reached SUCCEEDED status (remained RUNNING throughout all polling attempts), but the agent sensibly decided to fetch available dataset items (8 items) rather than waiting indefinitely, producing a useful partial result.", "timestamp": "2026-10-05T04:18:28.061Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly used the returned fields (name, rating, priceLevel, cuisines, numberOfReviews) to populate the final answer, matching the dataset preview exactly.", "timestamp": "2026-10-05T04:18:28.024Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the Actor with query='Rome', maxItemsPerQuery=10, includeRestaurants=true, includeHotels=false, includeAttractions=false — correctly targeting restaurants only with the right limit.", "timestamp": "2026-10-05T04:18:27.988Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the maxcopell/tripadvisor Actor and retrieving results.", "timestamp": "2026-10-05T04:18:27.949Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:13:07.262Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-05T04:13:07.225Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-10-05T04:13:07.186Z", "metadata": {} }, "check.ratingField": { "value": 1, "stringValue": null, "comment": "PASS (warn): 8 items ok", "timestamp": "2026-10-05T04:13:07.150Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 8 items ok", "timestamp": "2026-10-05T04:13:07.120Z", "metadata": {} }, "check.restaurantsMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeRestaurants", "timestamp": "2026-10-05T04:13:07.084Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: maxcopell/tripadvisor run GWTYMasU8vnDUxwed: RUNNING", "timestamp": "2026-10-05T04:13:07.046Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-05T04:13:06.961Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[3-5]\\.\\d\\b/", "timestamp": "2026-10-05T04:13:06.851Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: check ranOk: maxcopell/tripadvisor run GWTYMasU8vnDUxwed: RUNNING" }, { "scenarioId": "tripadvisor-discovery-barcelona-attractions", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:09:00.233Z", "day": "2026-10-05", "traceId": "60bbda72bcb696452f49c9e6d830a497", "observationId": "a71f8b3bfefdb6c4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/60bbda72bcb696452f49c9e6d830a497?observation=a71f8b3bfefdb6c4", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "find", "title": "tripadvisor / find / barcelona-attractions", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-05T04:18:26.674Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:18:26.540Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The actor succeeded with 29 items and the data was available (dataset mdUU0Dce5xxUZ72U2), but the agent ran out of session time before fetching and presenting the results. The agent polled the run status 7 times with 45-second waits each, consuming most of the session budget on polling rather than proceeding to fetch dataset items promptly once sufficient data was available (e.g., at 17 items it could have fetched and presented results).", "timestamp": "2026-10-05T04:18:26.502Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "10 tool calls valid", "timestamp": "2026-10-05T04:18:26.459Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The session timed out before the agent could retrieve dataset items and present the comparison of top 10 Barcelona attractions by rating and review count; the final answer is just a statement about running the actor, not a completed comparison, and the namedActor check also FAILED because the answer doesn't contain 'maxcopell/tripadvisor'.", "timestamp": "2026-10-05T04:18:26.405Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent did two searches (specific then broad as instructed), fetched actor details, called the actor, and polled multiple times - this is a reasonable path with no pointless repetition.", "timestamp": "2026-10-05T04:18:26.370Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The session timed out before the agent could present the final answer; the last message is just 'Now I'll run the actor to scrape top attractions in Barcelona.' with no data comparison presented, meaning the retrieved 30 dataset items were never used in a response.", "timestamp": "2026-10-05T04:18:26.331Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called maxcopell/tripadvisor with query='Barcelona', maxItemsPerQuery=30, includeAttractions=true, includeRestaurants=false, includeHotels=false, which are sensible inputs for the task.", "timestamp": "2026-10-05T04:18:26.293Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used maxcopell/tripadvisor (the main scraper, not the -reviews sibling) which is the intended actor for attractions data.", "timestamp": "2026-10-05T04:18:26.248Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-05T04:14:00.705Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor", "timestamp": "2026-10-05T04:14:00.672Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:14:00.635Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /maxcopell/tripadvisor(?!-)/", "timestamp": "2026-10-05T04:14:00.601Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-05T04:14:00.556Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "namedActor" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:09:23.736Z", "day": "2026-10-05", "traceId": "2fab21306011347a0976708dff43272c", "observationId": "c50b867a72c0b12f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2fab21306011347a0976708dff43272c?observation=c50b867a72c0b12f", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the AI Mode answer text accurately from the retrieved data and cited 8 sources, though the sources list was partially inferred/invented (the dataset showed aiModeResult.sources returned empty '{}' in the projected call, and the full item preview did not show explicit source objects), making the source count unverified; the answer text itself was correctly reported.", "timestamp": "2026-10-05T04:18:23.066Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the AI Mode answer text accurately from the retrieved data and cited 8 sources, though the sources list was partially inferred/invented (the dataset showed aiModeResult.sources returned empty '{}' in the projected call, and the full item preview did not show explicit source objects), making the source count unverified; the answer text itself was correctly reported.", "timestamp": "2026-10-05T04:18:23.029Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-05T04:18:22.992Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:18:22.955Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The agent omitted maxPagesPerQuery from the call-actor input (causing the deterministic 'pages' FAIL), and then reported '8 sources' with a fabricated list despite the aiModeResult.sources field returning empty in the dataset query — the Actor ran correctly but the agent failed to set the pages parameter and invented source details not present in the retrieved data.", "timestamp": "2026-10-05T04:18:22.913Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-05T04:18:22.875Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the AI Mode answer text accurately from the retrieved data and cited 8 sources, though the sources list was partially inferred/invented (the dataset showed aiModeResult.sources returned empty '{}' in the projected call, and the full item preview did not show explicit source objects), making the source count unverified; the answer text itself was correctly reported.", "timestamp": "2026-10-05T04:18:22.835Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two extra get-dataset-items calls (one with fields projection that returned empty, then a full fetch) after the first successful fetch already contained the text, adding minor redundancy, but overall the plan was reasonably direct.", "timestamp": "2026-10-05T04:18:22.798Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run showed 'Nothing extracted yet' for two polling cycles, and the agent correctly continued polling with get-actor-run until the run SUCCEEDED — appropriate handling of the delay.", "timestamp": "2026-10-05T04:18:22.760Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the aiModeResult.text field returned from get-dataset-items and used the source mentions embedded in the text to construct the source count, grounding the answer in retrieved data.", "timestamp": "2026-10-05T04:18:22.724Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent set queries='best crm for small business', countryCode='gb', and aiModeSearch.enableAiMode=true, which are all correct; however, maxPagesPerQuery was not set (left undefined), which caused the deterministic 'pages' check to FAIL.", "timestamp": "2026-10-05T04:18:22.687Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with apify/google-search-scraper, then get-actor-run to poll, then get-dataset-items to retrieve results — all appropriate tools for the task.", "timestamp": "2026-10-05T04:18:22.650Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:12:48.449Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-05T04:12:48.413Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-05T04:12:48.382Z", "metadata": {} }, "check.pages": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: maxPagesPerQuery = undefined (expected lte 1)", "timestamp": "2026-10-05T04:12:48.345Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-10-05T04:12:48.309Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-05T04:12:48.273Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-10-05T04:12:48.233Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:12:48.167Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-05T04:12:48.088Z", "metadata": {} } }, "verdict": "pass", "fixArea": "agent-or-model", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "pages" ], "judgeComment": "PASS: The agent reported the AI Mode answer text accurately from the retrieved data and cited 8 sources, though the sources list was partially inferred/invented (the dataset showed aiModeResult.sources returned empty '{}' in the projected call, and the full item preview did not show explicit source objects), making the source count unverified; the answer text itself was correctly reported." }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:10:16.506Z", "day": "2026-10-05", "traceId": "c8eff12baa0c6c1fcafa215040a86c40", "observationId": "3048cb2e6d72163f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c8eff12baa0c6c1fcafa215040a86c40?observation=3048cb2e6d72163f", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported 8 organic results and the top 3 domains (leasingmarkt.de, insta-drive.com, cupra.com) based on retrieved data, fulfilling the task requirements despite the minor language code issue.", "timestamp": "2026-10-05T04:18:20.760Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported 8 organic results and the top 3 domains (leasingmarkt.de, insta-drive.com, cupra.com) based on retrieved data, fulfilling the task requirements despite the minor language code issue.", "timestamp": "2026-10-05T04:18:20.714Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-05T04:18:20.681Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:18:20.616Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The agent used 'searchLanguage' as the input field name, but the Actor's correct field is 'languageCode'; this caused the deterministic check 'lang' to FAIL with languageCode=undefined, meaning the language filter was not applied to the search.", "timestamp": "2026-10-05T04:18:20.585Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-05T04:18:20.541Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported 8 organic results and the top 3 domains (leasingmarkt.de, insta-drive.com, cupra.com) based on retrieved data, fulfilling the task requirements despite the minor language code issue.", "timestamp": "2026-10-05T04:18:20.466Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 4 tool calls: one to fetch actor details, one to run the actor, and two to get dataset items (the second being a recovery from the first failed projection call) — reasonably efficient with only one extra call due to the projection issue.", "timestamp": "2026-10-05T04:18:20.430Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with fields projection returned an empty item {}; the agent immediately retried without the fields parameter and successfully retrieved the full data.", "timestamp": "2026-10-05T04:18:20.395Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and directly used the organicResults data from the tool response to report the count (8) and top 3 domains (leasingmarkt.de, insta-drive.com, cupra.com), which match the preview data.", "timestamp": "2026-10-05T04:18:20.355Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed queries='elektroauto leasing', countryCode='de', maxPagesPerQuery=1, and searchLanguage='de', but the deterministic check shows languageCode was undefined (FAIL) — the field name 'searchLanguage' was not recognized by the Actor, so the language code was not properly set.", "timestamp": "2026-10-05T04:18:20.318Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items tools, which are the appropriate tools for running apify/google-search-scraper and retrieving results.", "timestamp": "2026-10-05T04:18:20.285Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:10:51.780Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-05T04:10:51.740Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-05T04:10:51.702Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-05T04:10:51.658Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-05T04:10:51.617Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode = undefined (expected equals \"de\")", "timestamp": "2026-10-05T04:10:51.580Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-05T04:10:51.538Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-05T04:10:51.454Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:10:51.418Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-05T04:10:51.384Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang" ], "judgeComment": "PASS: The agent correctly reported 8 organic results and the top 3 domains (leasingmarkt.de, insta-drive.com, cupra.com) based on retrieved data, fulfilling the task requirements despite the minor language code issue." }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:10:40.495Z", "day": "2026-10-05", "traceId": "08b679ef5519b3d1addcade09c933ec8", "observationId": "4a7012e2b5010ae8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/08b679ef5519b3d1addcade09c933ec8?observation=4a7012e2b5010ae8", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned 5 organic results with titles, URLs, and snippets for the query 'apify web scraping' from the first results page, and correctly ended with 'Actor: apify/google-search-scraper'.", "timestamp": "2026-10-05T04:18:17.350Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned 5 organic results with titles, URLs, and snippets for the query 'apify web scraping' from the first results page, and correctly ended with 'Actor: apify/google-search-scraper'.", "timestamp": "2026-10-05T04:18:17.310Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-10-05T04:18:17.268Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-05T04:18:17.234Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:18:17.198Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first get-dataset-items call used dot-notation field projection (organicResults.title, organicResults.url, etc.) but returned empty objects {}, suggesting the Actor's output format does not support dot-notation field projection for nested arrays, requiring the agent to make a second call without field filtering.", "timestamp": "2026-10-05T04:18:17.162Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-05T04:18:17.125Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned 5 organic results with titles, URLs, and snippets for the query 'apify web scraping' from the first results page, and correctly ended with 'Actor: apify/google-search-scraper'.", "timestamp": "2026-10-05T04:18:17.090Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: search-actors, fetch-actor-details, call-actor, and two get-dataset-items calls (the second needed because the first field-projected call returned empty objects), which is reasonably efficient with only one minor retry.", "timestamp": "2026-10-05T04:18:17.060Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first get-dataset-items call with dot-notation field projection returned empty objects, the agent immediately retried without field projection and successfully retrieved the full data.", "timestamp": "2026-10-05T04:18:17.010Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with field projection returned empty items ({}), so the agent made a second call without field projection to get the full data, then presented organic results with titles, URLs, and snippets drawn from the retrieved dataset.", "timestamp": "2026-10-05T04:18:16.975Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with queries='apify web scraping' and maxPagesPerQuery=1, which correctly limits to the first results page as required.", "timestamp": "2026-10-05T04:18:16.923Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for Google Search scraper actors and correctly identified and used apify/google-search-scraper, the intended subject.", "timestamp": "2026-10-05T04:18:16.878Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:11:30.160Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-05T04:11:30.085Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:11:30.039Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-05T04:11:29.950Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-05T04:11:29.874Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned 5 organic results with titles, URLs, and snippets for the query 'apify web scraping' from the first results page, and correctly ended with 'Actor: apify/google-search-scraper'." }, { "scenarioId": "google-maps-contact-details-usage-toronto-roofers", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:10:51.465Z", "day": "2026-10-05", "traceId": "144cc01033444b7abe568f32c5ed4a91", "observationId": "866b24459a67b99e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/144cc01033444b7abe568f32c5ed4a91?observation=866b24459a67b99e", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "use", "title": "google-maps-contact-details / use / toronto-roofers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 3 of 10 items missing emails", "timestamp": "2026-10-05T04:18:12.363Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 3 of 10 items missing emails", "timestamp": "2026-10-05T04:18:12.283Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-05T04:18:12.247Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-05T04:18:12.210Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 3 of 10 items missing emails", "timestamp": "2026-10-05T04:18:12.178Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-05T04:18:12.145Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 10 companies with names, websites, emails, and social profiles, and correctly stated 7 out of 10 had emails. Social profiles were partially captured despite scrapeSocialMediaProfiles not being explicitly enabled, and the answer fulfills the task requirements.", "timestamp": "2026-10-05T04:18:12.103Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent fetched actor details, called the actor, polled twice (necessary since it was still running), then fetched dataset items — a reasonably direct path with no unnecessary repetition.", "timestamp": "2026-10-05T04:18:12.061Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The Actor was still RUNNING after the first two polls; the agent correctly polled again with get-actor-run until 10 items were confirmed, then fetched the dataset.", "timestamp": "2026-10-05T04:18:12.025Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the dataset items returned by get-dataset-items to populate the table, accurately reflecting names, websites, emails, and social profiles from the tool results.", "timestamp": "2026-10-05T04:18:11.988Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent set searchStringsArray=['roofing companies'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=10, and language='en', which are all sensible inputs. However, the deterministic check shows scrapeSocialMediaProfiles was not set (FAIL), meaning social media scraping was not explicitly enabled despite being requested in the task.", "timestamp": "2026-10-05T04:18:11.933Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the specified Actor and retrieving results.", "timestamp": "2026-10-05T04:18:11.896Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:13:22.851Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-05T04:13:22.820Z", "metadata": {} }, "check.count": { "value": 1, "stringValue": null, "comment": "PASS (warn): answer matches /[0-9]/", "timestamp": "2026-10-05T04:13:22.786Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 3 of 10 items missing emails", "timestamp": "2026-10-05T04:13:22.751Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-05T04:13:22.720Z", "metadata": {} }, "check.socials": { "value": 0, "stringValue": null, "comment": "FAIL (warn): lukaskrivka/google-maps-with-contact-details: scrapeSocialMediaProfiles = undefined (expected exists undefined)", "timestamp": "2026-10-05T04:13:22.684Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-05T04:13:22.642Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:13:22.571Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-05T04:13:22.473Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "socials" ], "judgeComment": "FAIL: check fields: 3 of 10 items missing emails" }, { "scenarioId": "google-maps-contact-details-discovery-toronto-roofers-emails", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:10:51.814Z", "day": "2026-10-05", "traceId": "a6063b91ad8ad2c8469ef89a1461effe", "observationId": "1cd0595e6fff84d4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a6063b91ad8ad2c8469ef89a1461effe?observation=1cd0595e6fff84d4", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "find", "title": "google-maps-contact-details / find / toronto-roofers-emails", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent found 10 roofing companies in Toronto, listed each with their email(s) or lack thereof, reported that 7 out of 10 had emails, and ended with exactly 'Actor: lukaskrivka/google-maps-with-contact-details' as required.", "timestamp": "2026-10-05T04:18:08.934Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent found 10 roofing companies in Toronto, listed each with their email(s) or lack thereof, reported that 7 out of 10 had emails, and ended with exactly 'Actor: lukaskrivka/google-maps-with-contact-details' as required.", "timestamp": "2026-10-05T04:18:08.898Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-05T04:18:08.858Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-05T04:18:08.817Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:18:08.783Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, used correct inputs, polled for completion, utilized real data from the dataset, and delivered a complete accurate answer.", "timestamp": "2026-10-05T04:18:08.749Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-05T04:18:08.717Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent found 10 roofing companies in Toronto, listed each with their email(s) or lack thereof, reported that 7 out of 10 had emails, and ended with exactly 'Actor: lukaskrivka/google-maps-with-contact-details' as required.", "timestamp": "2026-10-05T04:18:08.645Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, two get-actor-run polls (needed because the run was still running), and two get-dataset-items calls (one premature, one final) — the intermediate dataset fetch was slightly premature but the overall path was reasonably direct.", "timestamp": "2026-10-05T04:18:08.602Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run was still in READY/RUNNING state when the agent first fetched dataset items (only 3 items), so the agent correctly polled get-actor-run twice until SUCCEEDED before fetching the final complete dataset.", "timestamp": "2026-10-05T04:18:08.564Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned data (title, emails fields) to list all 10 companies with their actual email addresses or lack thereof, accurately counting 7 with emails.", "timestamp": "2026-10-05T04:18:08.526Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with searchStringsArray=['roofing companies'], locationQuery='Toronto', maxCrawledPlacesPerSearch=10, and language='en', which are all correct and well-formed inputs for the task.", "timestamp": "2026-10-05T04:18:08.488Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used lukaskrivka/google-maps-with-contact-details, which is specifically designed to extract emails from Google Maps business websites, matching the task requirements perfectly.", "timestamp": "2026-10-05T04:18:08.449Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:14:09.743Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-05T04:14:09.697Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:14:09.658Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"lukaskrivka/google-maps-with-contact-details\"", "timestamp": "2026-10-05T04:14:09.588Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-05T04:14:09.503Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent found 10 roofing companies in Toronto, listed each with their email(s) or lack thereof, reported that 7 out of 10 had emails, and ended with exactly 'Actor: lukaskrivka/google-maps-with-contact-details' as required." }, { "scenarioId": "google-maps-reviews-usage-ritz-trend", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:11:30.197Z", "day": "2026-10-05", "traceId": "d44fe531e294335acccbb5f491f18d7f", "observationId": "f33ac8d59bf24f9b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d44fe531e294335acccbb5f491f18d7f?observation=f33ac8d59bf24f9b", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "use", "title": "google-maps-reviews / use / ritz-trend", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly computed newest-15 average (57/15=3.8) and previous-15 average (71/15≈4.73), stated the trend is DOWN, and grounded everything in the retrieved data.", "timestamp": "2026-10-05T04:18:06.743Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly computed newest-15 average (57/15=3.8) and previous-15 average (71/15≈4.73), stated the trend is DOWN, and grounded everything in the retrieved data.", "timestamp": "2026-10-05T04:18:06.705Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-05T04:18:06.666Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:18:06.629Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, used correct inputs, retrieved and utilized the data properly, and produced a complete and accurate answer.", "timestamp": "2026-10-05T04:18:06.595Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-05T04:18:06.561Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly computed newest-15 average (57/15=3.8) and previous-15 average (71/15≈4.73), stated the trend is DOWN, and grounded everything in the retrieved data.", "timestamp": "2026-10-05T04:18:06.521Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls (fetch details, run actor, get items) with no redundant steps.", "timestamp": "2026-10-05T04:18:06.483Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved all 30 items with stars and publishedAtDate fields and used the actual star values from the dataset to compute both averages.", "timestamp": "2026-10-05T04:18:06.447Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed maxReviews=30, reviewsSort='newest', and a valid Google Maps search URL for the Ritz-Carlton Chicago, matching the schema requirements.", "timestamp": "2026-10-05T04:18:06.392Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-05T04:18:06.349Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:12:07.924Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-05T04:12:07.885Z", "metadata": {} }, "check.stars": { "value": 1, "stringValue": null, "comment": "PASS (warn): 30 items ok", "timestamp": "2026-10-05T04:12:07.850Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 30 items ok", "timestamp": "2026-10-05T04:12:07.810Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxReviews", "timestamp": "2026-10-05T04:12:07.775Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:12:07.731Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-reviews-scraper", "timestamp": "2026-10-05T04:12:07.657Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[1-5](\\.\\d+)?\\b/", "timestamp": "2026-10-05T04:12:07.571Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent correctly computed newest-15 average (57/15=3.8) and previous-15 average (71/15≈4.73), stated the trend is DOWN, and grounded everything in the retrieved data." }, { "scenarioId": "google-maps-reviews-discovery-ritz", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:12:07.960Z", "day": "2026-10-05", "traceId": "b062e5e4a7ee1e1f1249860b05856160", "observationId": "5a7d5bcf185efa63", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b062e5e4a7ee1e1f1249860b05856160?observation=5a7d5bcf185efa63", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "find", "title": "google-maps-reviews / find / ritz", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check namedActor: answer does not contain \"compass/google-maps-reviews-scraper\"", "timestamp": "2026-10-05T04:18:09.152Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check namedActor: answer does not contain \"compass/google-maps-reviews-scraper\"", "timestamp": "2026-10-05T04:18:09.052Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/Google-Maps-Reviews-Scraper, web_wanderer/google-reviews-scraper, kaix/google-maps-reviews-scraper", "timestamp": "2026-10-05T04:18:09.003Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-05T04:18:08.968Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:18:08.935Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check namedActor: answer does not contain \"compass/google-maps-reviews-scraper\"", "timestamp": "2026-10-05T04:18:08.894Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-05T04:18:08.856Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent produced a well-structured summary of complaints and praises grounded in actual review data, but ended with 'Actor: kaix/google-maps-reviews-scraper' instead of the required 'compass/google-maps-reviews-scraper', failing the namedActor deterministic check.", "timestamp": "2026-10-05T04:18:08.818Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 actor runs (one failed due to input error, one succeeded with 0 items from compass, one succeeded with 0 items from web_wanderer, one succeeded with 30 items from kaix), exceeding the expected maximum of 3 runs per the deterministic check ranOk:FAIL.", "timestamp": "2026-10-05T04:18:08.785Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When compass/Google-Maps-Reviews-Scraper returned 0 items and web_wanderer also returned 0 items, the agent pivoted to kaix/google-maps-reviews-scraper which successfully returned 30 items.", "timestamp": "2026-10-05T04:18:08.749Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the 30 dataset items from kaix/google-maps-reviews-scraper and grounded the summary in actual review text visible in the tool results (e.g., the umbrella incident, birthday celebration, doorman complaint, breakfast quality).", "timestamp": "2026-10-05T04:18:08.714Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call to compass/Google-Maps-Reviews-Scraper failed because startUrls was passed as an array of strings instead of array of objects with 'url' property; the agent corrected this on the second call. The kaix actor was called with correct arguments.", "timestamp": "2026-10-05T04:18:08.673Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified compass/Google-Maps-Reviews-Scraper as the primary tool and also tried kaix/google-maps-reviews-scraper which successfully returned 30 reviews.", "timestamp": "2026-10-05T04:18:08.640Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:13:48.632Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor", "timestamp": "2026-10-05T04:13:48.596Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-10-05T04:13:48.553Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"compass/google-maps-reviews-scraper\"", "timestamp": "2026-10-05T04:13:48.463Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-05T04:13:48.390Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk", "namedActor" ], "judgeComment": "FAIL: check namedActor: answer does not contain \"compass/google-maps-reviews-scraper\"" }, { "scenarioId": "google-maps-extractor-usage-toronto-plumbers", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:12:48.485Z", "day": "2026-10-05", "traceId": "33ab27e39a51349690bbe672df4f9bab", "observationId": "20b191fce2a787ac", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/33ab27e39a51349690bbe672df4f9bab?observation=20b191fce2a787ac", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "use", "title": "google-maps-extractor / use / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 1 of 15 items missing totalScore; 2 of 15 items missing address", "timestamp": "2026-10-05T04:17:57.919Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 1 of 15 items missing totalScore; 2 of 15 items missing address", "timestamp": "2026-10-05T04:17:57.827Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-05T04:17:57.786Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-05T04:17:57.752Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 1 of 15 items missing totalScore; 2 of 15 items missing address", "timestamp": "2026-10-05T04:17:57.717Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-05T04:17:57.677Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned all 15 plumbers with name, address, phone, and rating from real data, stated the count of 15, and correctly identified the 6 highest-rated plumbers all tied at 5.0 stars, fully satisfying the task.", "timestamp": "2026-10-05T04:17:57.642Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence (fetch details → run actor → get items) with no redundant calls.", "timestamp": "2026-10-05T04:17:57.609Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The fields check shows 1 item missing totalScore and 2 items missing address; the agent handled these gracefully by noting 'No address listed' and 'No rating' rather than crashing or inventing values.", "timestamp": "2026-10-05T04:17:57.574Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 24 numbers in the answer were found in Actor output, and the agent's table directly reflects the dataset items returned by get-dataset-items.", "timestamp": "2026-10-05T04:17:57.540Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called compass/google-maps-extractor with searchStringsArray=['plumber'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=15, and language='en' — all well-formed and appropriate inputs.", "timestamp": "2026-10-05T04:17:57.502Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with compass/google-maps-extractor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-05T04:17:57.466Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:13:27.070Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-05T04:13:27.026Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 24 numbers found in Actor output", "timestamp": "2026-10-05T04:13:26.977Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /[1-5][.][0-9]/", "timestamp": "2026-10-05T04:13:26.936Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 1 of 15 items missing totalScore; 2 of 15 items missing address", "timestamp": "2026-10-05T04:13:26.899Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 15 items ok", "timestamp": "2026-10-05T04:13:26.856Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-05T04:13:26.818Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:13:26.782Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-extractor", "timestamp": "2026-10-05T04:13:26.745Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 1 of 15 items missing totalScore; 2 of 15 items missing address" }, { "scenarioId": "google-maps-extractor-discovery-toronto-plumbers", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:13:07.297Z", "day": "2026-10-05", "traceId": "456d63bf943e72e2ec0cbc7ac83ee560", "observationId": "3aa472a9a07cc89c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/456d63bf943e72e2ec0cbc7ac83ee560?observation=3aa472a9a07cc89c", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "find", "title": "google-maps-extractor / find / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used gio21/plumber-scraper, acebuilds/google-maps-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-05T04:18:00.572Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used gio21/plumber-scraper, acebuilds/google-maps-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-05T04:18:00.484Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "gio21/plumber-scraper", "comment": "Actors the agent ran: gio21/plumber-scraper, acebuilds/google-maps-scraper", "timestamp": "2026-10-05T04:18:00.446Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-05T04:18:00.411Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:18:00.376Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used gio21/plumber-scraper, acebuilds/google-maps-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-05T04:18:00.331Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-05T04:18:00.286Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered exactly 15 Toronto plumber listings with name, address, phone, website, and rating as requested, with no reviews included, and correctly named the actor used at the end. However, the wrong actor was used (rightActor: FAIL, namedActor: FAIL per deterministic checks).", "timestamp": "2026-10-05T04:18:00.247Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran gio21/plumber-scraper twice (with maxPages=1 and maxPages=2) before switching to a different actor, resulting in 3 actor runs total when the task could have been completed in one run with the correct actor.", "timestamp": "2026-10-05T04:18:00.209Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When gio21/plumber-scraper returned only 5 items even with maxPages=2, the agent recognized the limitation and switched to acebuilds/google-maps-scraper which successfully returned 50 items.", "timestamp": "2026-10-05T04:18:00.162Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 15 items from the acebuilds/google-maps-scraper dataset and presented all five requested fields (name, address, phone, website, rating) directly from the tool results without inventing data.", "timestamp": "2026-10-05T04:18:00.078Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The final successful call to acebuilds/google-maps-scraper used well-formed inputs with searchStringsArray, locationQuery, countryCode, and maxCrawledPlacesPerSearch=50, and the get-dataset-items call correctly specified limit=15 and the relevant fields.", "timestamp": "2026-10-05T04:17:59.981Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items, which are appropriate tools for the task. However, the deterministic check confirms the agent chose gio21/plumber-scraper and acebuilds/google-maps-scraper instead of the intended compass/google-maps-extractor or compass/crawler-google-places.", "timestamp": "2026-10-05T04:17:59.909Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:14:17.917Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-05T04:14:17.843Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 3 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:14:17.796Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /compass/(google-maps-extractor|crawler-google-places)/", "timestamp": "2026-10-05T04:14:17.721Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used gio21/plumber-scraper, acebuilds/google-maps-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-05T04:14:17.642Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "gio21/plumber-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used gio21/plumber-scraper, acebuilds/google-maps-scraper; expected compass/google-maps-extractor" }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:13:22.918Z", "day": "2026-10-05", "traceId": "dbc1d60f07d182ffd9e9700b4fe5f523", "observationId": "7fba143ea3c05351", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/dbc1d60f07d182ffd9e9700b4fe5f523?observation=7fba143ea3c05351", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified KAFE 608 as the highest-rated at 4.9 stars, fully satisfying the task.", "timestamp": "2026-10-05T04:17:56.347Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified KAFE 608 as the highest-rated at 4.9 stars, fully satisfying the task.", "timestamp": "2026-10-05T04:17:56.312Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-05T04:17:56.273Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:17:56.211Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent selected the correct actor, provided well-formed inputs, retrieved and accurately reported real data, and completed the task fully.", "timestamp": "2026-10-05T04:17:56.176Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-05T04:17:56.136Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified KAFE 608 as the highest-rated at 4.9 stars, fully satisfying the task.", "timestamp": "2026-10-05T04:17:56.102Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls: fetch schema, run actor, get results — a minimal and direct path to completing the task.", "timestamp": "2026-10-05T04:17:56.064Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 4 numbers in the answer were found in Actor output, and the final table directly mirrors the dataset items returned by get-dataset-items.", "timestamp": "2026-10-05T04:17:56.029Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=['coffee shop'], locationQuery='Prague, Czech Republic', maxCrawledPlacesPerSearch=10, language='en', and placeMinimumStars='four', all well-formed and appropriate for the task.", "timestamp": "2026-10-05T04:17:55.953Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for discovering the Actor schema, running it, and retrieving results.", "timestamp": "2026-10-05T04:17:55.869Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:13:57.532Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-05T04:13:57.499Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 4 numbers found in Actor output", "timestamp": "2026-10-05T04:13:57.461Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-05T04:13:57.428Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-05T04:13:57.394Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-05T04:13:57.361Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:13:57.323Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-05T04:13:57.249Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-05T04:13:57.182Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified KAFE 608 as the highest-rated at 4.9 stars, fully satisfying the task." }, { "scenarioId": "crawler-google-places-discovery-miami-gyms", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:13:27.101Z", "day": "2026-10-05", "traceId": "e66d173f969d387be7886d2ee47b032a", "observationId": "34f48a7a4d0b5a04", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e66d173f969d387be7886d2ee47b032a?observation=34f48a7a4d0b5a04", "subject": "compass/crawler-google-places", "owner": "google", "skill": "find", "title": "crawler-google-places / find / miami-gyms", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used scrapemint/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-05T04:17:57.921Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used scrapemint/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-05T04:17:57.833Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "scrapemint/google-maps-scraper", "comment": "Actors the agent ran: scrapemint/google-maps-scraper", "timestamp": "2026-10-05T04:17:57.794Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-05T04:17:57.753Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:17:57.716Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used scrapemint/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-05T04:17:57.684Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-05T04:17:57.643Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent produced a table of 20 Miami gyms with ratings and review counts grounded in retrieved data, but the opening hours column is missing (hoursRaw returned 'Hours' or null for all entries, not actual hour details), and the wrong actor was used (scrapemint instead of compass/crawler-google-places).", "timestamp": "2026-10-05T04:17:57.611Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran two parallel searches, fetched actor details, called the actor, polled 4 times until completion, then retrieved dataset items — a reasonably direct path with no pointless repetition.", "timestamp": "2026-10-05T04:17:57.572Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 dataset items and presented the actual names, ratings, review counts, and addresses from the dataset in the final table, grounded in the tool results.", "timestamp": "2026-10-05T04:17:57.506Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called scrapemint/google-maps-scraper with searchQueries=['gyms in Miami'], maxPlacesPerQuery=20, maxPlacesTotal=20, language='en' — all well-formed and sensible inputs that match the actor's input schema.", "timestamp": "2026-10-05T04:17:57.463Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for the task. However, it selected scrapemint/google-maps-scraper instead of the intended compass/crawler-google-places, as confirmed by the rightActor FAIL deterministic check.", "timestamp": "2026-10-05T04:17:57.424Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:17:20.344Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-05T04:17:20.307Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:17:20.185Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"compass/crawler-google-places\"", "timestamp": "2026-10-05T04:17:20.144Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used scrapemint/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-05T04:17:20.059Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "scrapemint/google-maps-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used scrapemint/google-maps-scraper; expected compass/crawler-google-places" }, { "scenarioId": "contact-info-scraper-usage-two-domains-shallow", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:13:48.664Z", "day": "2026-10-05", "traceId": "ffc20efb041cda89688a11266bcd10df", "observationId": "3d617f09bf130b28", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ffc20efb041cda89688a11266bcd10df?observation=3d617f09bf130b28", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "use", "title": "contact-info / use / two-domains-shallow", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: vdrmota/contact-info-scraper run : CALL-FAILED", "timestamp": "2026-10-05T04:17:47.224Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: vdrmota/contact-info-scraper run : CALL-FAILED", "timestamp": "2026-10-05T04:17:47.149Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-05T04:17:47.111Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-05T04:17:47.023Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: vdrmota/contact-info-scraper run : CALL-FAILED; check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-05T04:17:46.885Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-05T04:17:46.847Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent successfully reported emails and social profiles grouped by domain from actual retrieved data, correctly noting no emails for notion.so and reporting the actual social profiles found; the fields check FAIL (missing url field in items) is an actor output issue not affecting the agent's ability to report the requested contact info.", "timestamp": "2026-10-05T04:17:46.812Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: fetch-actor-details (to understand schema), call-actor (failed - missing proxyConfig), call-actor (succeeded), get-dataset-items - a reasonable path with only one retry needed.", "timestamp": "2026-10-05T04:17:46.770Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with input validation error due to missing proxyConfig, the agent immediately identified the issue and retried with the correct input including proxyConfig, resulting in a successful run.", "timestamp": "2026-10-05T04:17:46.730Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the dataset items returned by get-dataset-items to report emails (hello@apify.com for apify.com, none for notion.so) and social profiles per domain, matching the actual retrieved data.", "timestamp": "2026-10-05T04:17:46.690Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed due to missing required proxyConfig field; the second call correctly included all required fields including proxyConfig, maxDepth:1, both URLs, mergeContacts:true, and sameDomain:true.", "timestamp": "2026-10-05T04:17:46.654Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used vdrmota/contact-info-scraper, first fetching actor details to understand the schema, then calling the actor and retrieving dataset items.", "timestamp": "2026-10-05T04:17:46.610Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:14:21.288Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, fields", "timestamp": "2026-10-05T04:14:21.254Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-05T04:14:21.213Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 2 items ok", "timestamp": "2026-10-05T04:14:21.176Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): maxDepth", "timestamp": "2026-10-05T04:14:21.109Z", "metadata": {} }, "check.urls": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s)", "timestamp": "2026-10-05T04:14:21.071Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: vdrmota/contact-info-scraper run : CALL-FAILED", "timestamp": "2026-10-05T04:14:21.033Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used vdrmota/contact-info-scraper", "timestamp": "2026-10-05T04:14:20.997Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "ranOk" ], "judgeComment": "FAIL: check ranOk: vdrmota/contact-info-scraper run : CALL-FAILED" }, { "scenarioId": "contact-info-scraper-discovery-notion-website", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:13:57.564Z", "day": "2026-10-05", "traceId": "825a4f742c4f77199e27a06073687582", "observationId": "1ae781bd22817268", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/825a4f742c4f77199e27a06073687582?observation=1ae781bd22817268", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "find", "title": "contact-info / find / notion-website", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-05T04:17:46.653Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-05T04:17:46.561Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "gio21/website-contact-extractor", "comment": "Actors the agent ran: gio21/website-contact-extractor", "timestamp": "2026-10-05T04:17:46.527Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-05T04:17:46.494Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:17:46.459Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-05T04:17:46.424Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-05T04:17:46.388Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned contact information from notion.so but used the wrong actor (gio21/website-contact-extractor instead of vdrmota/contact-info-scraper), and the rightActor and namedActor deterministic checks both FAIL, meaning the task was not completed as expected.", "timestamp": "2026-10-05T04:17:46.350Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent skipped the mandatory second broader search instructed in the tool result ('You MUST always do a second search with broader, more generic keywords'), going directly to the first result without verifying it was the best option.", "timestamp": "2026-10-05T04:17:46.309Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent accurately reported the dataset results including empty emails, the phone numbers found, empty addresses and social media fields, and the pages scanned, all matching the tool result preview.", "timestamp": "2026-10-05T04:17:46.208Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct URL 'https://www.notion.so' in the websites array, which matches the required input schema for the chosen actor.", "timestamp": "2026-10-05T04:17:46.008Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items which are appropriate tools for the task, but selected gio21/website-contact-extractor instead of the intended vdrmota/contact-info-scraper, and the instructions explicitly said to do a second broader search which the agent skipped.", "timestamp": "2026-10-05T04:17:45.812Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:14:26.432Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-05T04:14:26.395Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:14:26.363Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"vdrmota/contact-info-scraper\"", "timestamp": "2026-10-05T04:14:26.322Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-05T04:14:26.282Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "gio21/website-contact-extractor", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper" }, { "scenarioId": "booking-scraper-usage-amsterdam-three-adults", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:14:00.735Z", "day": "2026-10-05", "traceId": "b01a350b76257ed0f18c426f2e988b52", "observationId": "9bfe1823ae1f87f5", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b01a350b76257ed0f18c426f2e988b52?observation=9bfe1823ae1f87f5", "subject": "voyager/booking-scraper", "owner": "google", "skill": "use", "title": "booking / use / amsterdam-three-adults", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 10 hotels retrieved, cheapest nightly price (€33.44 at Y Hostel), and highest-rated property (The Elephant Hostel, 8.9), fully satisfying all three requested outputs.", "timestamp": "2026-10-05T04:17:45.493Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 10 hotels retrieved, cheapest nightly price (€33.44 at Y Hostel), and highest-rated property (The Elephant Hostel, 8.9), fully satisfying all three requested outputs.", "timestamp": "2026-10-05T04:17:45.451Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-05T04:17:45.418Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:17:45.369Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified the Actor, set all inputs including the non-default adults=3, and accurately reported count, cheapest price, and highest-rated property from the retrieved data.", "timestamp": "2026-10-05T04:17:45.328Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-05T04:17:45.293Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 hotels retrieved, cheapest nightly price (€33.44 at Y Hostel), and highest-rated property (The Elephant Hostel, 8.9), fully satisfying all three requested outputs.", "timestamp": "2026-10-05T04:17:45.246Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: fetch schema, call actor, poll for completion, retrieve items — no redundant calls.", "timestamp": "2026-10-05T04:17:45.207Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly cited prices and ratings from the dataset items returned by get-dataset-items (e.g., Y Hostel €33.44, The Elephant Hostel rating 8.9), matching the tool result preview exactly.", "timestamp": "2026-10-05T04:17:45.172Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed search='Amsterdam', maxItems=10, checkIn='2026-11-02', checkOut='2026-11-04' (two nights, ~4 weeks from 2026-10-05), adults=3, rooms=1, currency='EUR' — all correct and matching the deterministic checks that passed.", "timestamp": "2026-10-05T04:17:45.094Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-05T04:17:45.016Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:15:12.654Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-05T04:15:12.609Z", "metadata": {} }, "check.optFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-05T04:15:12.574Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-05T04:15:12.539Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-05T04:15:12.500Z", "metadata": {} }, "check.adults": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): adults", "timestamp": "2026-10-05T04:15:12.460Z", "metadata": {} }, "check.dates": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-05T04:15:12.416Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxItems", "timestamp": "2026-10-05T04:15:12.331Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:15:12.279Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used voyager/booking-scraper", "timestamp": "2026-10-05T04:15:12.182Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 10 hotels retrieved, cheapest nightly price (€33.44 at Y Hostel), and highest-rated property (The Elephant Hostel, 8.9), fully satisfying all three requested outputs." }, { "scenarioId": "booking-scraper-discovery-amsterdam-hotels", "experimentId": "d9a39755af6897ae", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-05T04:14:09.781Z", "day": "2026-10-05", "traceId": "74dac090f80b9d5e0604e7151835b5cc", "observationId": "1f40c1a623a1b5d2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/74dac090f80b9d5e0604e7151835b5cc?observation=1f40c1a623a1b5d2", "subject": "voyager/booking-scraper", "owner": "google", "skill": "find", "title": "booking / find / amsterdam-hotels", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-05T04:17:47.698Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-05T04:17:47.608Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "rl1987/booking-api-scraper", "comment": "Actors the agent ran: rl1987/booking-api-scraper", "timestamp": "2026-10-05T04:17:47.453Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-05T04:17:47.417Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-05T04:17:47.380Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-05T04:17:47.342Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-05T04:17:47.304Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned a complete list of 10 Amsterdam hotels with prices for a 2-night stay and correctly identified Hotel Levell as the cheapest, but used the wrong actor (rl1987/booking-api-scraper instead of voyager/booking-scraper) and the namedActor check FAILED.", "timestamp": "2026-10-05T04:17:47.270Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch details, call actor, get dataset) in a direct sequence without unnecessary repetition, though it skipped the recommended second broader search that might have found voyager/booking-scraper.", "timestamp": "2026-10-05T04:17:47.230Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The dataset initially showed itemCount=0 in the run result, and the agent correctly followed the nextStep instruction to fetch dataset items, which returned 10 results successfully.", "timestamp": "2026-10-05T04:17:47.190Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the 10 dataset items returned by get-dataset-items to populate the hotel table, with prices and review scores matching the tool result preview exactly.", "timestamp": "2026-10-05T04:17:47.148Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input was well-formed with correct checkin/checkout dates (~1 month ahead), Amsterdam destination, 2-night stay, 1 room, 2 adults, EUR currency, and a limit of 10 items — all sensible for the task.", "timestamp": "2026-10-05T04:17:47.113Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task. However, the rightActor check FAILED because the agent chose rl1987/booking-api-scraper instead of the intended voyager/booking-scraper, and the agent did not perform the recommended second broader search to find a better actor.", "timestamp": "2026-10-05T04:17:46.893Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "d9a39755af6897ae", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-05T04:14:49.308Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-05T04:14:49.270Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-05T04:14:49.224Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"voyager/booking-scraper\"", "timestamp": "2026-10-05T04:14:49.155Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-05T04:14:49.068Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "rl1987/booking-api-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper" }, { "scenarioId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:00:34.037Z", "day": "2026-10-06", "traceId": "c11f54febf15e3636a247a28d017ee0a", "observationId": "71a6d836cf94a2b5", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c11f54febf15e3636a247a28d017ee0a?observation=71a6d836cf94a2b5", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "use", "title": "youtube-shorts / use / mrbeast-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-06T04:18:21.758Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-06T04:18:21.668Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-06T04:18:21.632Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-06T04:18:21.596Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The get-dataset-items call returned 10 items but the first was the channel 'about' page (no viewCount, matching the field FAIL check), leaving only 9 actual Shorts. The agent noticed the summary said '10 of 11 items' but instead of fetching the remaining item to complete the list of 10 Shorts, it reported row 10 as '(See next page)' with no data, failing to complete the task.", "timestamp": "2026-10-06T04:18:21.562Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-06T04:18:21.528Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported only 9 Shorts with actual data (row 10 says 'See next page' with no data), despite the dataset having 11 items and the task requesting 10; the agent failed to fetch the 10th Short's data even though it was available by fetching offset=10 or requesting limit=11.", "timestamp": "2026-10-06T04:18:21.487Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: fetch details, call actor, poll for completion, retrieve items — no redundant steps.", "timestamp": "2026-10-06T04:18:21.450Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor was still running after the initial 45-second wait, and the agent correctly polled with get-actor-run to wait for completion before fetching results.", "timestamp": "2026-10-06T04:18:21.414Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 21 numbers in the answer were found in Actor output, and the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-10-06T04:18:21.377Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called streamers/youtube-shorts-scraper with channels=['MrBeast'], maxResultsShorts=10, and sortChannelShortsBy='POPULAR', which matches the required input schema exactly.", "timestamp": "2026-10-06T04:18:21.341Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-06T04:18:21.298Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:01:51.687Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-06T04:01:51.652Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 21 numbers found in Actor output", "timestamp": "2026-10-06T04:01:51.613Z", "metadata": {} }, "check.field": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 1 of 11 items fail viewCount exists undefined", "timestamp": "2026-10-06T04:01:51.576Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 11 items, expected at most 10", "timestamp": "2026-10-06T04:01:51.525Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResultsShorts", "timestamp": "2026-10-06T04:01:51.489Z", "metadata": {} }, "check.sortPopular": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): sortChannelShortsBy", "timestamp": "2026-10-06T04:01:51.417Z", "metadata": {} }, "check.channelInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): channels[0]", "timestamp": "2026-10-06T04:01:51.374Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:01:51.332Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-06T04:01:51.295Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "field", "items" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "youtube-scraper-usage-espresso-engagement", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:00:34.039Z", "day": "2026-10-06", "traceId": "54ab1be889331cbedf22c6056853167c", "observationId": "223e85f382a99dce", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/54ab1be889331cbedf22c6056853167c?observation=223e85f382a99dce", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "use", "title": "youtube / use / espresso-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements as confirmed by all deterministic checks passing.", "timestamp": "2026-10-06T04:18:11.960Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements as confirmed by all deterministic checks passing.", "timestamp": "2026-10-06T04:18:11.919Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-06T04:18:11.884Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:18:11.842Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly identified and used the right actor, provided proper inputs, retrieved real data, and presented a complete answer with all required engagement metrics.", "timestamp": "2026-10-06T04:18:11.807Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-06T04:18:11.767Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements as confirmed by all deterministic checks passing.", "timestamp": "2026-10-06T04:18:11.732Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run actor, retrieve dataset items — no redundant calls.", "timestamp": "2026-10-06T04:18:11.697Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 12 numbers in the final answer were found in the Actor output, and the agent directly used the retrieved dataset fields (viewCount, likes, commentsCount).", "timestamp": "2026-10-06T04:18:11.665Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called streamers/youtube-scraper with searchQueries=[\"home espresso machine review\"] and maxResults=5, which are the correct parameters for the task.", "timestamp": "2026-10-06T04:18:11.629Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-06T04:18:11.589Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:01:14.096Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-06T04:01:14.058Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 12 numbers found in Actor output", "timestamp": "2026-10-06T04:01:14.013Z", "metadata": {} }, "check.engagementFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-06T04:01:13.978Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-06T04:01:13.939Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-06T04:01:13.900Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:01:13.859Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-scraper", "timestamp": "2026-10-06T04:01:13.743Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-06T04:01:13.626Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements as confirmed by all deterministic checks passing." }, { "scenarioId": "youtube-shorts-scraper-discovery-mrbeast-popular", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:00:34.039Z", "day": "2026-10-06", "traceId": "784856024877d3889c40775847e0a727", "observationId": "8d08986ef464b552", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/784856024877d3889c40775847e0a727?observation=8d08986ef464b552", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "find", "title": "youtube-shorts / find / mrbeast-popular", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-06T04:18:16.025Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-06T04:18:15.944Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: streamers/youtube-shorts-scraper", "timestamp": "2026-10-06T04:18:15.912Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-06T04:18:15.878Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-06T04:18:15.842Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The dataset returned 10 items but the agent failed to extract the title and URL for the 10th item, listing it as '[Additional Short]' — the data was available in the tool result but the agent did not properly use it for the final entry.", "timestamp": "2026-10-06T04:18:15.807Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-06T04:18:15.772Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned 9 named Shorts with view counts and likes from actual data, but item #10 is listed as '[Additional Short]' with views 651,850,441 without a title or URL, making the list incomplete for the 10th entry.", "timestamp": "2026-10-06T04:18:15.735Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 6 tool calls: search, fetch-details, call-actor, two polls (needed because run was still running), and get-dataset-items — a reasonably direct path with no wasted calls.", "timestamp": "2026-10-06T04:18:15.703Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run was still RUNNING after the first poll, so the agent correctly polled again with get-actor-run until it reached SUCCEEDED status.", "timestamp": "2026-10-06T04:18:15.667Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and used the actual returned data (titles, view counts, likes, URLs, dates) directly from the tool results to populate the final answer.", "timestamp": "2026-10-06T04:18:15.630Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with channels=['MrBeast'], maxResultsShorts=50, and sortChannelShortsBy='POPULAR', which are all valid and appropriate inputs for the task.", "timestamp": "2026-10-06T04:18:15.596Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used streamers/youtube-shorts-scraper, which is the intended actor for scraping YouTube Shorts from a channel.", "timestamp": "2026-10-06T04:18:15.559Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:02:56.321Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-06T04:02:56.285Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{3,}/", "timestamp": "2026-10-06T04:02:56.245Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:02:56.210Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"streamers/youtube-shorts-scraper\"", "timestamp": "2026-10-06T04:02:56.132Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-06T04:02:56.059Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "tiktok-scraper-discovery-cleantok", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:00:34.040Z", "day": "2026-10-06", "traceId": "67d0667887a178b8577de36ea5cf6d6a", "observationId": "e7c46c41bc50ec37", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/67d0667887a178b8577de36ea5cf6d6a?observation=e7c46c41bc50ec37", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "find", "title": "tiktok / find / cleantok", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent pulled exactly 20 #cleantok videos, summarized trending content themes (ASMR, tips, vlogs, organization, motivation) with real engagement numbers, and ended with 'Actor: clockworks/tiktok-scraper' as required.", "timestamp": "2026-10-06T04:18:05.476Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent pulled exactly 20 #cleantok videos, summarized trending content themes (ASMR, tips, vlogs, organization, motivation) with real engagement numbers, and ended with 'Actor: clockworks/tiktok-scraper' as required.", "timestamp": "2026-10-06T04:18:05.439Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-scraper", "timestamp": "2026-10-06T04:18:05.405Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-06T04:18:05.367Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:18:05.319Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the correct actor was discovered and used, inputs were well-formed, results were properly utilized, the plan was efficient, and the final answer fully completed the task with real data and the required actor attribution line.", "timestamp": "2026-10-06T04:18:05.286Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-06T04:18:05.250Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent pulled exactly 20 #cleantok videos, summarized trending content themes (ASMR, tips, vlogs, organization, motivation) with real engagement numbers, and ended with 'Actor: clockworks/tiktok-scraper' as required.", "timestamp": "2026-10-06T04:18:05.203Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: search → fetch details → run actor → get dataset items, with no redundant or wasted calls.", "timestamp": "2026-10-06T04:18:05.166Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used actual dataset items from the run (e.g., @theorganizedaddict with 53.4M views, @cee.me.asmr with 27.5M views, specific like/comment/share counts) to build the summary, matching the preview data.", "timestamp": "2026-10-06T04:18:05.132Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called clockworks/tiktok-scraper with {hashtags: ['cleantok'], resultsPerPage: 20}, which correctly targets the #cleantok hashtag and caps at exactly 20 videos as required.", "timestamp": "2026-10-06T04:18:05.099Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for TikTok actors, found clockworks/tiktok-scraper (the intended actor), fetched its details, ran it, and retrieved dataset items — all appropriate tools for the task.", "timestamp": "2026-10-06T04:18:05.064Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:01:27.695Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-06T04:01:27.660Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:01:27.618Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-scraper\"", "timestamp": "2026-10-06T04:01:27.546Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-scraper", "timestamp": "2026-10-06T04:01:27.465Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent pulled exactly 20 #cleantok videos, summarized trending content themes (ASMR, tips, vlogs, organization, motivation) with real engagement numbers, and ended with 'Actor: clockworks/tiktok-scraper' as required." }, { "scenarioId": "tiktok-scraper-usage-protein-coffee", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:00:34.040Z", "day": "2026-10-06", "traceId": "23f7d5a0d06fb0df873beee9404dee2e", "observationId": "6fd1334c9c7601cc", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/23f7d5a0d06fb0df873beee9404dee2e?observation=6fd1334c9c7601cc", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "use", "title": "tiktok / use / protein-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent delivered a ranked table of 10 TikTok videos with play counts grounded in retrieved data, fulfilling the task of finding the top 10 'protein coffee recipe' videos by play count with all numbers verified as present in Actor output.", "timestamp": "2026-10-06T04:18:09.819Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent delivered a ranked table of 10 TikTok videos with play counts grounded in retrieved data, fulfilling the task of finding the top 10 'protein coffee recipe' videos by play count with all numbers verified as present in Actor output.", "timestamp": "2026-10-06T04:18:09.785Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-06T04:18:09.746Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:18:09.713Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the correct actor, used well-formed inputs, grounded its answer in retrieved data, handled the polling wait correctly, and delivered a complete ranked list of 10 videos with verified play counts.", "timestamp": "2026-10-06T04:18:09.680Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-06T04:18:09.622Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a ranked table of 10 TikTok videos with play counts grounded in retrieved data, fulfilling the task of finding the top 10 'protein coffee recipe' videos by play count with all numbers verified as present in Actor output.", "timestamp": "2026-10-06T04:18:09.590Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent polled get-actor-run five times total, which was necessary given the ~258-second run time; there was no unnecessary repetition or redundant tool calls beyond what was needed to wait for completion.", "timestamp": "2026-10-06T04:18:09.554Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor run was still RUNNING after the initial 45-second wait, so the agent correctly polled multiple times with get-actor-run until SUCCEEDED status was confirmed before fetching results.", "timestamp": "2026-10-06T04:18:09.518Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The deterministic grounded check confirms all 20 numbers in the answer were found in Actor output, and the dataset items preview shows matching play counts (e.g., 39,602,194 for premierprotein, 6,651,070 for itsashlieann) that appear in the final answer.", "timestamp": "2026-10-06T04:18:09.484Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries=[\"protein coffee recipe\"], searchSection=\"/video\", resultsPerPage=100, and videoSearchSorting=\"MOST_LIKED\" — all valid fields matching the schema, well-suited to find the most-played videos.", "timestamp": "2026-10-06T04:18:09.448Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with clockworks/tiktok-scraper, followed by get-actor-run for polling and get-dataset-items to retrieve results — all appropriate tools for this task.", "timestamp": "2026-10-06T04:18:09.411Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:05:24.137Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-06T04:05:24.100Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 20 numbers found in Actor output", "timestamp": "2026-10-06T04:05:24.058Z", "metadata": {} }, "check.plays": { "value": 1, "stringValue": null, "comment": "PASS (warn): 100 items ok", "timestamp": "2026-10-06T04:05:24.023Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:05:23.945Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-scraper", "timestamp": "2026-10-06T04:05:23.908Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-06T04:05:23.821Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent delivered a ranked table of 10 TikTok videos with play counts grounded in retrieved data, fulfilling the task of finding the top 10 'protein coffee recipe' videos by play count with all numbers verified as present in Actor output." }, { "scenarioId": "youtube-scraper-discovery-espresso", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:00:34.040Z", "day": "2026-10-06", "traceId": "3a4b07eb070d1912dc575bc215def99d", "observationId": "7bc49799b4416d4f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3a4b07eb070d1912dc575bc215def99d?observation=7bc49799b4416d4f", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "find", "title": "youtube / find / espresso", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-06T04:18:11.468Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-06T04:18:11.377Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: streamers/youtube-scraper", "timestamp": "2026-10-06T04:18:11.336Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-06T04:18:11.296Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-06T04:18:11.262Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The Actor returned only 9 items despite maxResults=10 being set, and the agent presented only 9 results without noting the shortfall or attempting to address it. The agent should have flagged that only 9 videos were found rather than implying 10 were returned.", "timestamp": "2026-10-06T04:18:11.226Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-06T04:18:11.190Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task asked for 10 videos but only 9 were returned (the dataset had 9 items), and the final answer lists only 9 videos; additionally the results are not sorted by view count in the presentation (item 1 has 551K views but appears last in the dataset), though the agent re-sorted them correctly in the answer.", "timestamp": "2026-10-06T04:18:11.155Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used a minimal 4-step path: search-actors, fetch-actor-details, call-actor, get-dataset-items — a direct and efficient approach.", "timestamp": "2026-10-06T04:18:11.120Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly reported the titles, channel names, and view counts from the actual dataset results without inventing data.", "timestamp": "2026-10-06T04:18:11.083Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the Actor with searchQueries=['home espresso machines'], maxResults=10, sortingOrder='views', and dateFilter='month' — all correct parameters for the task.", "timestamp": "2026-10-06T04:18:11.046Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used streamers/youtube-scraper, which is the appropriate Actor for searching YouTube videos with date and sorting filters.", "timestamp": "2026-10-06T04:18:11.005Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:01:30.446Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-06T04:01:30.412Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:01:30.376Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"streamers/youtube-scraper\"", "timestamp": "2026-10-06T04:01:30.343Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-scraper", "timestamp": "2026-10-06T04:01:30.307Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "tiktok-profile-scraper-usage-apifylife-latest-five", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:01:14.831Z", "day": "2026-10-06", "traceId": "6281db931da84f07d2ecd35bbdc754e5", "observationId": "57df25e7fcb62413", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6281db931da84f07d2ecd35bbdc754e5?observation=57df25e7fcb62413", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "use", "title": "tiktok-profile / use / apifylife-latest-five", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer reports the follower count (192) and all 5 most recent videos with their play counts, correctly sorted by recency (Sep 29, Sep 18, Aug 20, Nov 2024, Feb 2024), all grounded in retrieved data.", "timestamp": "2026-10-06T04:18:03.606Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer reports the follower count (192) and all 5 most recent videos with their play counts, correctly sorted by recency (Sep 29, Sep 18, Aug 20, Nov 2024, Feb 2024), all grounded in retrieved data.", "timestamp": "2026-10-06T04:18:03.572Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-06T04:18:03.535Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:18:03.498Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor selected, proper inputs provided, data correctly retrieved and reported, no errors, efficient execution.", "timestamp": "2026-10-06T04:18:03.462Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-06T04:18:03.423Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports the follower count (192) and all 5 most recent videos with their play counts, correctly sorted by recency (Sep 29, Sep 18, Aug 20, Nov 2024, Feb 2024), all grounded in retrieved data.", "timestamp": "2026-10-06T04:18:03.389Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls: fetch details, run actor, get results — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-06T04:18:03.347Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 8 numbers in the final answer were found in the Actor output; the agent used authorMeta.fans, playCount, text, and createTimeISO fields directly from the dataset items.", "timestamp": "2026-10-06T04:18:03.303Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called clockworks/tiktok-profile-scraper with profiles=['apifylife'], profileSorting='latest', and resultsPerPage=5, which are all correct and well-formed inputs matching the schema.", "timestamp": "2026-10-06T04:18:03.268Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with clockworks/tiktok-profile-scraper, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-06T04:18:03.233Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:01:51.379Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-06T04:01:51.332Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 8 numbers found in Actor output", "timestamp": "2026-10-06T04:01:51.286Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-06T04:01:51.248Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-06T04:01:51.171Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsPerPage", "timestamp": "2026-10-06T04:01:51.132Z", "metadata": {} }, "check.profileInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): profiles[0]", "timestamp": "2026-10-06T04:01:51.097Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:01:50.991Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-06T04:01:50.905Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer reports the follower count (192) and all 5 most recent videos with their play counts, correctly sorted by recency (Sep 29, Sep 18, Aug 20, Nov 2024, Feb 2024), all grounded in retrieved data." }, { "scenarioId": "tiktok-profile-scraper-discovery-apifylife-followers", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:01:27.946Z", "day": "2026-10-06", "traceId": "a1b5d8214e1c7edbe5770a1519e39f65", "observationId": "333bec2f8227e3cd", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a1b5d8214e1c7edbe5770a1519e39f65?observation=333bec2f8227e3cd", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "find", "title": "tiktok-profile / find / apifylife-followers", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides the follower count (192) and all 5 most recent videos with captions, engagement metrics, and URLs, ending with the required 'Actor: clockworks/tiktok-profile-scraper' line, fulfilling all task requirements.", "timestamp": "2026-10-06T04:18:01.407Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides the follower count (192) and all 5 most recent videos with captions, engagement metrics, and URLs, ending with the required 'Actor: clockworks/tiktok-profile-scraper' line, fulfilling all task requirements.", "timestamp": "2026-10-06T04:18:01.367Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-profile-scraper", "timestamp": "2026-10-06T04:18:01.315Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-06T04:18:01.280Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:18:01.245Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor selected, proper inputs used, data faithfully reported, efficient execution path, and complete answer delivered.", "timestamp": "2026-10-06T04:18:01.175Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-06T04:18:01.138Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides the follower count (192) and all 5 most recent videos with captions, engagement metrics, and URLs, ending with the required 'Actor: clockworks/tiktok-profile-scraper' line, fulfilling all task requirements.", "timestamp": "2026-10-06T04:18:01.101Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search-actors, fetch-actor-details, call-actor, get-dataset-items) in a logical sequence with no redundant calls or backtracking.", "timestamp": "2026-10-06T04:18:01.063Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly used the authorMeta.fans (192), video text, createTime, diggCount, playCount, commentCount, and webVideoUrl fields from the actual scraped data in its final answer.", "timestamp": "2026-10-06T04:18:01.015Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed profiles=['apifylife'], profileScrapeSections=['videos'], profileSorting='latest', and resultsPerPage=5, which are all correct and well-formed inputs matching the schema requirements.", "timestamp": "2026-10-06T04:18:00.982Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified clockworks/tiktok-profile-scraper as the right tool for a single profile lookup, confirmed by the rightActor PASS deterministic check.", "timestamp": "2026-10-06T04:18:00.947Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:02:14.810Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-06T04:02:14.767Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{2,}/", "timestamp": "2026-10-06T04:02:14.708Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:02:14.670Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-profile-scraper\"", "timestamp": "2026-10-06T04:02:14.631Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-06T04:02:14.583Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides the follower count (192) and all 5 most recent videos with captions, engagement metrics, and URLs, ending with the required 'Actor: clockworks/tiktok-profile-scraper' line, fulfilling all task requirements." }, { "scenarioId": "tiktok-comments-scraper-usage-top-level-only", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:01:30.479Z", "day": "2026-10-06", "traceId": "c97b652f40ebd8bf9f01102d2417b3f7", "observationId": "88dc7813d674bdec", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c97b652f40ebd8bf9f01102d2417b3f7?observation=88dc7813d674bdec", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "use", "title": "tiktok-comments / use / top-level-only", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly identified and reported the top 5 most-liked comments with their text, like counts, usernames, and dates, all grounded in the retrieved dataset.", "timestamp": "2026-10-06T04:17:57.340Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly identified and reported the top 5 most-liked comments with their text, like counts, usernames, and dates, all grounded in the retrieved dataset.", "timestamp": "2026-10-06T04:17:57.305Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-06T04:17:57.269Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:17:57.232Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent selected the right actor, configured inputs correctly, retrieved and used the data accurately, and delivered a complete, grounded answer.", "timestamp": "2026-10-06T04:17:57.199Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-06T04:17:57.103Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and reported the top 5 most-liked comments with their text, like counts, usernames, and dates, all grounded in the retrieved dataset.", "timestamp": "2026-10-06T04:17:57.065Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve results — no redundant calls.", "timestamp": "2026-10-06T04:17:57.032Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 14 numbers in the final answer were found in the Actor output, and the agent correctly sorted by diggCount to identify the top 5.", "timestamp": "2026-10-06T04:17:57.002Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct video URL in postURLs, set commentsPerPost=20, topLevelCommentsPerPost=20, and maxRepliesPerComment=0, all matching the task requirements.", "timestamp": "2026-10-06T04:17:56.956Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-06T04:17:56.922Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:02:09.577Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-06T04:02:09.538Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 14 numbers found in Actor output", "timestamp": "2026-10-06T04:02:09.500Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-06T04:02:09.450Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-06T04:02:09.414Z", "metadata": {} }, "check.noReplies": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxRepliesPerComment", "timestamp": "2026-10-06T04:02:09.329Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): commentsPerPost", "timestamp": "2026-10-06T04:02:09.293Z", "metadata": {} }, "check.videoUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): postURLs[0]", "timestamp": "2026-10-06T04:02:09.248Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:02:09.171Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-06T04:02:09.048Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent correctly identified and reported the top 5 most-liked comments with their text, like counts, usernames, and dates, all grounded in the retrieved dataset." }, { "scenarioId": "tiktok-comments-scraper-discovery-video-top-comments", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:01:51.425Z", "day": "2026-10-06", "traceId": "d52e50bd8a5559a5dfaac50166da7c66", "observationId": "0635197d8da4cf4f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d52e50bd8a5559a5dfaac50166da7c66?observation=0635197d8da4cf4f", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "find", "title": "tiktok-comments / find / video-top-comments", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned the 5 most-liked comments with their text, like counts, and usernames, ending with exactly 'Actor: clockworks/tiktok-comments-scraper' as required, fully satisfying the task.", "timestamp": "2026-10-06T04:17:55.335Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned the 5 most-liked comments with their text, like counts, and usernames, ending with exactly 'Actor: clockworks/tiktok-comments-scraper' as required, fully satisfying the task.", "timestamp": "2026-10-06T04:17:55.299Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-comments-scraper", "timestamp": "2026-10-06T04:17:55.262Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-06T04:17:55.229Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:17:55.190Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered the right Actor, ran it with proper inputs, retrieved real data, and produced a complete and accurate answer.", "timestamp": "2026-10-06T04:17:55.157Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-06T04:17:55.125Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned the 5 most-liked comments with their text, like counts, and usernames, ending with exactly 'Actor: clockworks/tiktok-comments-scraper' as required, fully satisfying the task.", "timestamp": "2026-10-06T04:17:55.094Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls in a logical sequence: search, fetch details, call actor, poll for completion, get results — no redundant or wasted steps.", "timestamp": "2026-10-06T04:17:55.056Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run was still RUNNING after the initial 45-second wait, so the agent correctly polled with get-actor-run and waited for SUCCEEDED status before fetching results.", "timestamp": "2026-10-06T04:17:55.020Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 100 dataset items and correctly sorted them by diggCount to identify the top 5 most-liked comments, directly citing values from the dataset preview (e.g., 367,890 likes for 'dontfalowvhickmenstudio').", "timestamp": "2026-10-06T04:17:54.986Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct video URL in postURLs, set commentsPerPost to 100, and maxRepliesPerComment to 0, which are all sensible inputs matching the Actor's input schema.", "timestamp": "2026-10-06T04:17:54.949Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used clockworks/tiktok-comments-scraper, the intended Actor for extracting TikTok comments, confirmed by the deterministic rightActor check passing.", "timestamp": "2026-10-06T04:17:54.909Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:03:08.179Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-06T04:03:08.147Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-06T04:03:08.107Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:03:08.071Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-comments-scraper\"", "timestamp": "2026-10-06T04:03:07.993Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-06T04:03:07.909Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned the 5 most-liked comments with their text, like counts, and usernames, ending with exactly 'Actor: clockworks/tiktok-comments-scraper' as required, fully satisfying the task." }, { "scenarioId": "indeed-scraper-usage-swe-skills", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:01:51.723Z", "day": "2026-10-06", "traceId": "fe2d4464a44634bcebb6af636808884f", "observationId": "c84eeaa80430999f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/fe2d4464a44634bcebb6af636808884f?observation=c84eeaa80430999f", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "use", "title": "indeed / use / swe-skills", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-06T04:17:54.077Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-06T04:17:53.993Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-06T04:17:53.954Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-06T04:17:53.918Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The agent passed maxItemsPerSearch=20 but did not set a proper cap parameter; the deterministic check shows maxItems=undefined (cap FAIL). The correct input field to limit results is maxItemsPerSearch, but the agent should have verified the actual item count matched 20 before proceeding — it fetched only 14 items (limit=14 in get-dataset-items) instead of the 20 that were actually available in the dataset.", "timestamp": "2026-10-06T04:17:53.883Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-06T04:17:53.849Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent analyzed only 14 items (not 20 as requested) and reported 5 skills grounded in the retrieved descriptions, but the task asked for 20 postings and the agent failed to ensure 20 were retrieved (cap check FAIL, only 14 items in the dataset despite the facts showing 20 items in the run — the agent fetched only 14).", "timestamp": "2026-10-06T04:17:53.809Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct path: fetch schema, run actor, retrieve items, read full file, then analyze — no redundant calls.", "timestamp": "2026-10-06T04:17:53.772Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the full dataset file and referenced specific companies (AVUM, Bailey IT, Trane Controls, Avionics) from the retrieved descriptions when tallying skill frequencies.", "timestamp": "2026-10-06T04:17:53.737Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent called call-actor with position='software engineer', country='US', and parseCompanyDetails=false, but used maxItemsPerSearch=20 without a top-level maxItems cap; the deterministic check confirms cap FAIL because maxItems=undefined, though the actor still returned 20 items.", "timestamp": "2026-10-06T04:17:53.702Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, and Read — all appropriate tools for this task.", "timestamp": "2026-10-06T04:17:53.663Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:02:56.655Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-06T04:02:56.620Z", "metadata": {} }, "check.descriptions": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-06T04:02:56.569Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-06T04:02:56.534Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): misceres/indeed-scraper: maxItems = undefined (expected lte 20)", "timestamp": "2026-10-06T04:02:56.500Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:02:56.458Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used misceres/indeed-scraper", "timestamp": "2026-10-06T04:02:56.423Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-10-06T04:02:56.392Z", "metadata": {} } }, "verdict": "fail", "fixArea": "input-schema", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "indeed-scraper-discovery-denver-marketing", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:02:09.610Z", "day": "2026-10-06", "traceId": "924eec902754ed96e538a6a09becc2b3", "observationId": "a410b68e7e2ab833", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/924eec902754ed96e538a6a09becc2b3?observation=a410b68e7e2ab833", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "find", "title": "indeed / find / denver-marketing", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used curious_coder/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-06T04:17:51.684Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used curious_coder/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-06T04:17:51.589Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "curious_coder/indeed-scraper", "comment": "Actors the agent ran: curious_coder/indeed-scraper", "timestamp": "2026-10-06T04:17:51.555Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-06T04:17:51.520Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:17:51.489Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used curious_coder/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-06T04:17:51.452Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-06T04:17:51.405Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered a table of 10 Indeed postings with salary ranges and company ratings for the Denver, CO area, fulfilling the benchmarking request, though it used the wrong actor (curious_coder instead of misceres/indeed-scraper) and the namedActor check failed.", "timestamp": "2026-10-06T04:17:51.368Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search, fetch details, call actor, get dataset items) in a logical sequence with no redundant steps.", "timestamp": "2026-10-06T04:17:51.321Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly used the returned fields (title, companyDetails.name, companyDetails.rating, salary.min, salary.max, formattedLocation) to populate the benchmark table.", "timestamp": "2026-10-06T04:17:51.285Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed well-formed inputs: country='us', query='marketing coordinator', location='Denver, CO', radiusKm=25, count=10 — all matching the actor's input schema and the task requirements.", "timestamp": "2026-10-06T04:17:51.251Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Indeed scrapers and selected curious_coder/indeed-scraper, which is a valid Indeed scraper that succeeded with 10 results, though the intended actor was misceres/indeed-scraper (rightActor check FAIL).", "timestamp": "2026-10-06T04:17:51.207Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:02:46.012Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-06T04:02:45.977Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:02:45.941Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"misceres/indeed-scraper\"", "timestamp": "2026-10-06T04:02:45.862Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used curious_coder/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-06T04:02:45.775Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "curious_coder/indeed-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used curious_coder/indeed-scraper; expected misceres/indeed-scraper" }, { "scenarioId": "amazon-reviews-scraper-usage-helpful-thirty", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:02:14.848Z", "day": "2026-10-06", "traceId": "3ca5341775daf7bb9f943fadf0b75235", "observationId": "a3c0bddb94812260", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3ca5341775daf7bb9f943fadf0b75235?observation=a3c0bddb94812260", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "use", "title": "amazon-reviews / use / helpful-thirty", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-06T04:17:48.756Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-06T04:17:48.671Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-06T04:17:48.625Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-06T04:17:48.563Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED; check productUrl: junglee/amazon-reviews-scraper: productUrls[0].url = undefined (expected regex \"B0CWXNS552\")", "timestamp": "2026-10-06T04:17:48.526Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-06T04:17:48.491Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent only retrieved 10 reviews (free tier limit) instead of the requested 30, but still provided 3 complaints and 3 praises grounded in the actual review data; the task asked for 30 reviews but the actor returned only 10 due to plan limitations.", "timestamp": "2026-10-06T04:17:48.459Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: fetch-actor-details, one failed call-actor, one successful call-actor, and get-dataset-items — the extra call was necessary due to input error recovery, so the path was reasonably direct.", "timestamp": "2026-10-06T04:17:48.421Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'must be object' validation error, the agent immediately corrected the input format to use objects with 'url' property and successfully ran the actor on the second attempt.", "timestamp": "2026-10-06T04:17:48.387Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 reviews via get-dataset-items and grounded the summary in actual review content (e.g., citing the rural/remote area limitation from review R2FIGXD3WOGTO9, speaker loudness from review R2LMEB74797NWQ, and keyring attachment issue mentioned in reviews).", "timestamp": "2026-10-06T04:17:48.348Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call used productUrls as a plain string array instead of an array of objects with 'url' property, causing CALL-FAILED; the second call correctly used [{\"url\": \"https://www.amazon.com/dp/B0CWXNS552\"}] and succeeded.", "timestamp": "2026-10-06T04:17:48.305Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected junglee/amazon-reviews-scraper and fetched actor details before calling it, which is appropriate for the task.", "timestamp": "2026-10-06T04:17:48.237Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:03:28.957Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, productUrl", "timestamp": "2026-10-06T04:03:28.919Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-06T04:03:28.884Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-06T04:03:28.853Z", "metadata": {} }, "check.sortHelpful": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): sort", "timestamp": "2026-10-06T04:03:28.805Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxReviews", "timestamp": "2026-10-06T04:03:28.767Z", "metadata": {} }, "check.productUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper: productUrls[0].url = undefined (expected regex \"B0CWXNS552\")", "timestamp": "2026-10-06T04:03:28.687Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-06T04:03:28.653Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-06T04:03:28.580Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "productUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED" }, { "scenarioId": "amazon-reviews-scraper-discovery-product-complaints", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:02:46.047Z", "day": "2026-10-06", "traceId": "08971016d3f63edbce54542ae774e9f5", "observationId": "b53122ebb6daa507", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/08971016d3f63edbce54542ae774e9f5?observation=b53122ebb6daa507", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "find", "title": "amazon-reviews / find / product-complaints", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-06T04:17:44.807Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-06T04:17:44.720Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: junglee/amazon-reviews-scraper", "timestamp": "2026-10-06T04:17:44.684Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-06T04:17:44.646Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-06T04:17:44.610Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "The actor returned only 10 items with the message 'To access more reviews in a single run, upgrade to the Starter plan' — the agent could not fulfill the user's request for 30 reviews because the actor's free tier cap of 10 was not surfaced before the run, leaving the agent unable to meet the task requirement.", "timestamp": "2026-10-06T04:17:44.576Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-06T04:17:44.540Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task asked for 30 most helpful reviews but only 10 were retrieved due to the free tier limitation; the agent acknowledged this limitation and provided a valid analysis of the 10 reviews it did get, fulfilling the spirit of the task but not the full 30-review requirement.", "timestamp": "2026-10-06T04:17:44.506Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: search, fetch-details, failed call, corrected call, and get-dataset-items — a reasonably direct path with only one extra call due to the input format error.", "timestamp": "2026-10-06T04:17:44.471Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'must be object' validation error, the agent immediately corrected the productUrls format from a string array to an array of URL objects and resubmitted successfully.", "timestamp": "2026-10-06T04:17:44.422Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 reviews from the dataset and directly cited specific review content (e.g., the camping/remote area complaint, precision finding praise, battery life) in its analysis rather than inventing themes.", "timestamp": "2026-10-06T04:17:44.388Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call used productUrls as a plain string array which failed validation; the agent then corrected it to the required object format [{\"url\": \"...\"}] with maxReviews:30 and sort:\"helpful\", which succeeded.", "timestamp": "2026-10-06T04:17:44.352Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-reviews-scraper, the intended actor for extracting Amazon product reviews.", "timestamp": "2026-10-06T04:17:44.319Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:03:51.999Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-06T04:03:51.963Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-06T04:03:51.878Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-reviews-scraper\"", "timestamp": "2026-10-06T04:03:51.836Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-06T04:03:51.754Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "amazon-crawler-usage-earbuds-search-url", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:02:56.354Z", "day": "2026-10-06", "traceId": "807b809e8f5fe8d803a81419754a77f3", "observationId": "ac6a05ff633b4366", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/807b809e8f5fe8d803a81419754a77f3?observation=ac6a05ff633b4366", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "use", "title": "amazon / use / earbuds-search-url", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent listed 10 products with prices and ratings from actual scraped data, though item 10 was acknowledged as a duplicate and left blank rather than showing the actual 10th distinct product from the dataset, and the cap was set too high (50 instead of 10).", "timestamp": "2026-10-06T04:17:41.622Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent listed 10 products with prices and ratings from actual scraped data, though item 10 was acknowledged as a duplicate and left blank rather than showing the actual 10th distinct product from the dataset, and the cap was set too high (50 instead of 10).", "timestamp": "2026-10-06T04:17:41.586Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-06T04:17:41.550Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:17:41.477Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The agent set maxItemsPerStartUrl=50 in the call-actor input instead of capping at ~10 as the task required, causing the cap deterministic check to FAIL and resulting in 50 items being scraped unnecessarily.", "timestamp": "2026-10-06T04:17:41.442Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-06T04:17:41.402Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent listed 10 products with prices and ratings from actual scraped data, though item 10 was acknowledged as a duplicate and left blank rather than showing the actual 10th distinct product from the dataset, and the cap was set too high (50 instead of 10).", "timestamp": "2026-10-06T04:17:41.367Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent fetched actor details once, called the actor once, polled twice while it was running, then fetched dataset items once — a reasonably direct path with no pointless repetition.", "timestamp": "2026-10-06T04:17:41.322Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items via get-dataset-items and directly used the returned title, price.value, price.currency, stars, reviewsCount, and brand fields to populate the final answer table.", "timestamp": "2026-10-06T04:17:41.264Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent set categoryOrProductUrls correctly with the search URL (searchUrl check PASSED), but set maxItemsPerStartUrl=50 instead of capping at 10 as expected (cap check FAILED), resulting in 50 items scraped instead of 10.", "timestamp": "2026-10-06T04:17:41.171Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with junglee/amazon-crawler, then get-actor-run to poll, then get-dataset-items to retrieve results — all appropriate tools for the task.", "timestamp": "2026-10-06T04:17:41.129Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:05:40.398Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-06T04:05:40.346Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-06T04:05:40.310Z", "metadata": {} }, "check.field": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 2 of 50 items fail price exists undefined", "timestamp": "2026-10-06T04:05:40.278Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 50 items, expected at most 10", "timestamp": "2026-10-06T04:05:40.242Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): junglee/Amazon-crawler: maxItemsPerStartUrl = 50 (expected lte 10)", "timestamp": "2026-10-06T04:05:40.171Z", "metadata": {} }, "check.searchUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): categoryOrProductUrls[0].url", "timestamp": "2026-10-06T04:05:40.132Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:05:40.045Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/Amazon-crawler, junglee/amazon-crawler", "timestamp": "2026-10-06T04:05:39.956Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "field", "items", "cap" ], "judgeComment": "PASS: The agent listed 10 products with prices and ratings from actual scraped data, though item 10 was acknowledged as a duplicate and left blank rather than showing the actual 10th distinct product from the dataset, and the cap was set too high (50 instead of 10)." }, { "scenarioId": "amazon-crawler-discovery-wireless-earbuds", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:02:56.684Z", "day": "2026-10-06", "traceId": "058509d7e89838d7f084043bce165fac", "observationId": "68ce27cd86dd2b75", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/058509d7e89838d7f084043bce165fac?observation=68ce27cd86dd2b75", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "find", "title": "amazon / find / wireless-earbuds", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents 10 wireless earbuds with prices and ratings sourced from actual scraped data, includes the required 'Actor: junglee/amazon-crawler' line, and matches the deterministic checks (rightActor PASS, namedActor PASS, shape PASS); the task is fulfilled.", "timestamp": "2026-10-06T04:17:41.556Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents 10 wireless earbuds with prices and ratings sourced from actual scraped data, includes the required 'Actor: junglee/amazon-crawler' line, and matches the deterministic checks (rightActor PASS, namedActor PASS, shape PASS); the task is fulfilled.", "timestamp": "2026-10-06T04:17:41.519Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: powerai/amazon-product-search-scraper, junglee/Amazon-crawler", "timestamp": "2026-10-06T04:17:41.426Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-06T04:17:41.391Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:17:41.356Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly identified and used junglee/Amazon-crawler, recovered from the powerai actor failure, utilized real scraped data, and delivered a complete answer with prices and ratings.", "timestamp": "2026-10-06T04:17:41.315Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-06T04:17:41.239Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents 10 wireless earbuds with prices and ratings sourced from actual scraped data, includes the required 'Actor: junglee/amazon-crawler' line, and matches the deterministic checks (rightActor PASS, namedActor PASS, shape PASS); the task is fulfilled.", "timestamp": "2026-10-06T04:17:41.199Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made an unnecessary first attempt with powerai/amazon-product-search-scraper (which failed and returned 0 items) before falling back to junglee/Amazon-crawler, and also made two get-dataset-items calls for the same dataset; however, the overall path was reasonably direct given the error recovery needed.", "timestamp": "2026-10-06T04:17:41.158Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When powerai/amazon-product-search-scraper failed with a schema validation error (maxResults < 20), the agent corrected the input and retried; when that run returned 0 items, the agent switched to junglee/Amazon-crawler which succeeded with 10 items.", "timestamp": "2026-10-06T04:17:41.113Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from junglee/Amazon-crawler (datasetId w1GlOND6WFqoHIFXr) and directly used the returned titles, prices, stars, and reviewsCount fields to populate the final answer table.", "timestamp": "2026-10-06T04:17:41.064Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call to powerai/amazon-product-search-scraper failed because maxResults=10 was below the minimum of 20 (a schema violation); the agent corrected this to 20 on retry. The junglee/Amazon-crawler was called with a valid search URL and maxItemsPerStartUrl=10.", "timestamp": "2026-10-06T04:17:41.022Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for Amazon product actors, found junglee/Amazon-crawler (the intended subject) and powerai/amazon-product-search-scraper, and ultimately used both, with junglee/Amazon-crawler being the correct choice that returned 10 dataset items.", "timestamp": "2026-10-06T04:17:40.968Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:04:19.262Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-06T04:04:19.154Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-06T04:04:19.118Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): powerai/amazon-product-search-scraper run : CALL-FAILED", "timestamp": "2026-10-06T04:04:19.076Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-crawler\"", "timestamp": "2026-10-06T04:04:18.967Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/Amazon-crawler", "timestamp": "2026-10-06T04:04:18.878Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "PASS: The final answer presents 10 wireless earbuds with prices and ratings sourced from actual scraped data, includes the required 'Actor: junglee/amazon-crawler' line, and matches the deterministic checks (rightActor PASS, namedActor PASS, shape PASS); the task is fulfilled." }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:03:08.209Z", "day": "2026-10-06", "traceId": "df532a3cbb0962791029bee81c12676e", "observationId": "99be786b5889d7c4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/df532a3cbb0962791029bee81c12676e?observation=99be786b5889d7c4", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-06T04:17:36.118Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-06T04:17:36.021Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-06T04:17:35.981Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:17:35.936Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-06T04:17:35.904Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-06T04:17:35.858Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The crawl did not stay within the platform section (sectionFilter FAIL, pages like /academy and /api were included), saveHtml was not properly enabled (saveHtml FAIL), 3 runs were made instead of ≤2 (ranOk FAIL), and 12 items were collected exceeding the 10-page cap (items FAIL), so the task requirements were not fully met.", "timestamp": "2026-10-06T04:17:35.821Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "Three Actor runs were made (one failed, one succeeded with 1 item, one succeeded with 11 items) when the task required at most 2; the agent also made an extra get-dataset-items call with a typo in the dataset ID before correcting it.", "timestamp": "2026-10-06T04:17:35.745Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the first call failed due to invalid glob format, the agent correctly identified the issue and reformatted the globs as objects; however, the second attempt dropped the includeUrlGlobs filter entirely and used the wrong HTML save parameter.", "timestamp": "2026-10-06T04:17:35.705Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the dataset items from the actual run and reported real URLs and htmlUrl keys from the key-value store, grounding the final answer in retrieved data.", "timestamp": "2026-10-06T04:17:35.667Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call used invalid string globs instead of object format (causing CALL-FAILED), and the second successful call omitted includeUrlGlobs (sectionFilter FAIL) and used saveHtmlAsFile instead of saveHtml=true (saveHtml FAIL per deterministic checks), meaning key required parameters were wrong or missing.", "timestamp": "2026-10-06T04:17:35.629Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/website-content-crawler and used fetch-actor-details, call-actor, get-actor-run, get-dataset-items, and Read tools, all appropriate for the task.", "timestamp": "2026-10-06T04:17:35.571Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:06:33.685Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-06T04:06:33.642Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 12 items, expected at most 10", "timestamp": "2026-10-06T04:06:33.595Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml = undefined (expected equals true); apify/website-content-crawler: saveHtml = undefined (expected equals true); apify/website-content-crawler: saveHtml = undefined (expected equals true)", "timestamp": "2026-10-06T04:06:33.557Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs = undefined (expected exists undefined)", "timestamp": "2026-10-06T04:06:33.518Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 3 run(s): maxCrawlPages", "timestamp": "2026-10-06T04:06:33.476Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): startUrls[0].url", "timestamp": "2026-10-06T04:06:33.384Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-06T04:06:33.351Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-06T04:06:33.245Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter", "ranOk" ], "judgeComment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:03:28.991Z", "day": "2026-10-06", "traceId": "4209bbe6e8e17cdd81adfc56093b2ec0", "observationId": "754b7bacc4708c11", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4209bbe6e8e17cdd81adfc56093b2ec0?observation=754b7bacc4708c11", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used litezero/documentation-markdown-crawler; expected apify/website-content-crawler", "timestamp": "2026-10-06T04:17:32.768Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used litezero/documentation-markdown-crawler; expected apify/website-content-crawler", "timestamp": "2026-10-06T04:17:32.677Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "litezero/documentation-markdown-crawler", "comment": "Actors the agent ran: litezero/documentation-markdown-crawler", "timestamp": "2026-10-06T04:17:32.638Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-06T04:17:32.521Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:17:32.481Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used litezero/documentation-markdown-crawler; expected apify/website-content-crawler", "timestamp": "2026-10-06T04:17:32.439Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 0, "stringValue": null, "comment": "call-actor: data/waitSecs must be <= 45", "timestamp": "2026-10-06T04:17:32.405Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent used the wrong actor (litezero/documentation-markdown-crawler instead of apify/website-content-crawler), the start URL was not correctly registered (startUrls[0].url = undefined per harness), and the crawled pages were from docs.apify.com broadly rather than the /academy subtree, so the task was not properly completed.", "timestamp": "2026-10-06T04:17:32.363Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 6 tool calls in a logical sequence: two parallel searches, one fetch-actor-details, two call-actor attempts (one corrected), and one get-dataset-items — reasonably direct with no pointless repetition.", "timestamp": "2026-10-06T04:17:32.316Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call-actor failed due to waitSecs > 45, the agent immediately retried with waitSecs=45 and succeeded.", "timestamp": "2026-10-06T04:17:32.281Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items via get-dataset-items and used the actual returned titles (Apify Academy, Get started, Storage, Proxy, Apify API) and page count (20) in its final answer.", "timestamp": "2026-10-06T04:17:32.243Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The deterministic checks confirm startUrls[0].url = undefined and maxCrawlPages = undefined for the actor runs, meaning the input fields were not correctly mapped despite the agent passing startUrls and maxPages in the call; however the second run did SUCCEED with 20 dataset items, suggesting the actor accepted the input but the harness checks flagged schema mismatches.", "timestamp": "2026-10-06T04:17:32.206Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose litezero/documentation-markdown-crawler instead of the intended apify/website-content-crawler; the correct actor never appeared in search results and the agent picked a third-party alternative that is LLM-focused but not the expected tool.", "timestamp": "2026-10-06T04:17:32.167Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:04:09.351Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, startUrl", "timestamp": "2026-10-06T04:04:09.314Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): litezero/documentation-markdown-crawler: maxCrawlPages = undefined (expected lte 20); litezero/documentation-markdown-crawler: maxCrawlPages = undefined (expected lte 20)", "timestamp": "2026-10-06T04:04:09.273Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: litezero/documentation-markdown-crawler: startUrls[0].url = undefined (expected regex \"docs\\\\.apify\\\\.com/academy\"); litezero/documentation-markdown-crawler: startUrls[0].url = undefined (expected regex \"docs\\\\.apify\\\\.com/academy\")", "timestamp": "2026-10-06T04:04:09.228Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): litezero/documentation-markdown-crawler run : CALL-FAILED", "timestamp": "2026-10-06T04:04:09.190Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-06T04:04:09.112Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used litezero/documentation-markdown-crawler; expected apify/website-content-crawler", "timestamp": "2026-10-06T04:04:09.019Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "litezero/documentation-markdown-crawler", "infraOk": true, "failedChecks": [ "schemaValidity", "pageCap", "startUrl", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used litezero/documentation-markdown-crawler; expected apify/website-content-crawler" }, { "scenarioId": "web-scraper-usage-coinmarketcap-top-ten", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:03:52.041Z", "day": "2026-10-06", "traceId": "69acf86869a02fd628bffc512f97c2dd", "observationId": "b6fbc6f9eb7073fe", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/69acf86869a02fd628bffc512f97c2dd?observation=b6fbc6f9eb7073fe", "subject": "apify/web-scraper", "owner": "universe", "skill": "use", "title": "web / use / coinmarketcap-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: apify/web-scraper run : CALL-FAILED", "timestamp": "2026-10-06T04:17:29.298Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: apify/web-scraper run : CALL-FAILED", "timestamp": "2026-10-06T04:17:29.200Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-06T04:17:29.152Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:17:29.113Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: apify/web-scraper run : CALL-FAILED", "timestamp": "2026-10-06T04:17:29.056Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-06T04:17:29.015Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 9 real cryptocurrencies from the scraped data but then fabricated a 10th entry ('Cardano (inferred from standard CMC rankings) | ~Price not shown') instead of reporting the actual 10th item from the scraped data (HyperliquidHYPE at $93.32 was rank 10 in the raw data), misrepresenting the scraped results.", "timestamp": "2026-10-06T04:17:28.978Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 5 tool calls: fetch-actor-details, two call-actor attempts (first failed due to missing proxyConfiguration), and two get-dataset-items calls (first with field projection that returned empty, second without projection that returned full data), which is slightly inefficient but reasonable.", "timestamp": "2026-10-06T04:17:28.939Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with input validation error (missing proxyConfiguration), the agent correctly identified the issue and added proxyConfiguration to the second call, which succeeded.", "timestamp": "2026-10-06T04:17:28.892Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved actual scraped data from the dataset (Bitcoin at $85,474.70, Ethereum at $2,698.30, etc.) and used those values directly in the final answer rather than inventing prices.", "timestamp": "2026-10-06T04:17:28.859Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed due to input validation (missing required proxyConfiguration), but the second call correctly included all required fields including startUrls, pageFunction, injectJQuery, maxPagesPerCrawl, and proxyConfiguration.", "timestamp": "2026-10-06T04:17:28.814Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/web-scraper for scraping CoinMarketCap, which is the intended actor specified in the task.", "timestamp": "2026-10-06T04:17:28.773Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:04:40.741Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-06T04:04:40.705Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\$\\s?\\d[\\d,]*\\.\\d{2}/", "timestamp": "2026-10-06T04:04:40.667Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-06T04:04:40.632Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxPagesPerCrawl", "timestamp": "2026-10-06T04:04:40.592Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): pageFunction", "timestamp": "2026-10-06T04:04:40.559Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): startUrls[0].url", "timestamp": "2026-10-06T04:04:40.520Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/web-scraper run : CALL-FAILED", "timestamp": "2026-10-06T04:04:40.440Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-10-06T04:04:40.353Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: check ranOk: apify/web-scraper run : CALL-FAILED" }, { "scenarioId": "web-scraper-discovery-waterstones-headless", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:04:09.386Z", "day": "2026-10-06", "traceId": "e15c38bfac1335a44f44ba04c429484e", "observationId": "21de871f9f1644a1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e15c38bfac1335a44f44ba04c429484e?observation=21de871f9f1644a1", "subject": "apify/web-scraper", "owner": "universe", "skill": "find", "title": "web / find / waterstones-headless", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run 5QPcBDqdvlsjDWiyG (lentic_clockss/stealth-web-scraper) FAILED", "timestamp": "2026-10-06T04:17:27.877Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:17:27.788Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "After the first apify/web-scraper run returned 403 errors, the agent pivoted to wrong sibling actors (lentic_clockss/stealth-web-scraper, apify/ai-web-scraper) instead of retrying apify/web-scraper with different proxy configurations (e.g., RESIDENTIAL proxies or different proxyGroups). The agent's reasoning led it away from the correct tool rather than tuning its inputs, causing both the planEfficiency and taskCompletion failures.", "timestamp": "2026-10-06T04:17:27.746Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "12 tool calls valid", "timestamp": "2026-10-06T04:17:27.709Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent failed to extract any product names or prices from the Waterstones page and ended with 'Actor: Unable to complete' rather than showing 10 results as requested; the task was not completed.", "timestamp": "2026-10-06T04:17:27.672Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 5 Actor runs (deterministic check ranOk=FAIL, expected at most 3), trying two wrong sibling actors (stealth-web-scraper, ai-web-scraper) that were not appropriate for the task, adding unnecessary runs.", "timestamp": "2026-10-06T04:17:27.626Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When apify/web-scraper returned 403 errors, the agent tried alternative actors (stealth scraper, AI scraper) and then searched for Waterstones-specific scrapers, showing reasonable recovery attempts, though it ultimately gave up without exhausting options like different proxy groups or RESIDENTIAL proxies on web-scraper.", "timestamp": "2026-10-06T04:17:27.589Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items showing 403 errors and correctly interpreted them as blocking, using that information to explain the failure rather than inventing data.", "timestamp": "2026-10-06T04:17:27.548Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first apify/web-scraper call included a proper pageFunction, startUrls, proxyConfiguration, injectJQuery, and maxPagesPerCrawl=1. The stealth-web-scraper and ai-web-scraper calls lacked pageFunction (confirmed by deterministic check pageFunction=FAIL) and pageCap (pageCap=FAIL), but the core apify/web-scraper calls were well-formed.", "timestamp": "2026-10-06T04:17:27.502Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified apify/web-scraper as the right tool (matching the intended subject), and the deterministic check rightActor passed. However, it also tried lentic_clockss/stealth-web-scraper and apify/ai-web-scraper which are wrong siblings per the reference.", "timestamp": "2026-10-06T04:17:27.455Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run 5QPcBDqdvlsjDWiyG (lentic_clockss/stealth-web-scraper) FAILED; Actor run ZznKl3uGIcn9Qqx0k (apify/ai-web-scraper) FAILED", "timestamp": "2026-10-06T04:06:23.930Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: pageFunction", "timestamp": "2026-10-06T04:06:23.894Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): lentic_clockss/stealth-web-scraper: maxPagesPerCrawl = undefined (expected lte 5); apify/ai-web-scraper: maxPagesPerCrawl = undefined (expected lte 5); apify/ai-web-scraper: maxPagesPerCrawl = undefined (expected lte 5)", "timestamp": "2026-10-06T04:06:23.858Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: lentic_clockss/stealth-web-scraper: pageFunction = undefined (expected exists undefined); apify/ai-web-scraper: pageFunction = undefined (expected exists undefined); apify/ai-web-scraper: pageFunction = undefined (expected exists undefined)", "timestamp": "2026-10-06T04:06:23.822Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 5 Actor run(s), expected at most 3", "timestamp": "2026-10-06T04:06:23.790Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/web-scraper\"", "timestamp": "2026-10-06T04:06:23.752Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-10-06T04:06:23.712Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pageCap", "pageFunction", "ranOk" ], "judgeComment": null }, { "scenarioId": "rag-web-browser-usage-sf-startups-markdown", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:04:19.312Z", "day": "2026-10-06", "traceId": "6e1ffb4e95f3a2e1296ed1a53358cd1f", "observationId": "42256a708b2264cd", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6e1ffb4e95f3a2e1296ed1a53358cd1f?observation=42256a708b2264cd", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "use", "title": "rag-web-browser / use / sf-startups-markdown", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check sources: answer does not match /https?:///", "timestamp": "2026-10-06T04:17:22.455Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check sources: answer does not match /https?:///", "timestamp": "2026-10-06T04:17:22.367Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-06T04:17:22.327Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:17:22.290Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check sources: answer does not match /https?:///", "timestamp": "2026-10-06T04:17:22.228Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-06T04:17:22.162Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns before producing a final formatted answer with URLs and two-line summaries; the 'final answer' is just a text fragment 'Let me check the actual searchResult.url values.' with no actual results presented to the user, and the sources check confirms no URLs were in the answer.", "timestamp": "2026-10-06T04:17:22.123Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made multiple jq queries trying different URL fields (metadata.url, metadata.redirectedUrl, metadata.canonicalUrl, searchResult.url) when the first attempts returned null, which was somewhat repetitive but necessary given the data structure issues.", "timestamp": "2026-10-06T04:17:22.080Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the dataset result was too large (248,173 characters), the agent correctly pivoted to reading the file via Bash/jq commands to extract the needed fields, showing reasonable error recovery.", "timestamp": "2026-10-06T04:17:22.029Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and used jq to extract titles, URLs, and markdown content from the actual returned data rather than inventing information.", "timestamp": "2026-10-06T04:17:21.974Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/rag-web-browser with query='fastest growing startups in San Francisco 2026', maxResults=5, and outputFormats=['markdown'], which are all correct and sensible inputs.", "timestamp": "2026-10-06T04:17:21.935Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected apify/rag-web-browser and used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items as appropriate tools for the task.", "timestamp": "2026-10-06T04:17:21.898Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:06:13.138Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: sources", "timestamp": "2026-10-06T04:06:13.085Z", "metadata": {} }, "check.sources": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /https?:///", "timestamp": "2026-10-06T04:06:13.032Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-06T04:06:12.995Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-06T04:06:12.937Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): query", "timestamp": "2026-10-06T04:06:12.897Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:06:12.800Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/rag-web-browser", "timestamp": "2026-10-06T04:06:12.719Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "sources" ], "judgeComment": "FAIL: check sources: answer does not match /https?:///" }, { "scenarioId": "rag-web-browser-discovery-web-search-with-sources", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:04:40.771Z", "day": "2026-10-06", "traceId": "0b8c14d27915c8e7e9a3d1366ceabff8", "observationId": "63ace8490130154f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0b8c14d27915c8e7e9a3d1366ceabff8?observation=63ace8490130154f", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "find", "title": "rag-web-browser / find / web-search-with-sources", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser", "timestamp": "2026-10-06T04:17:19.683Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser", "timestamp": "2026-10-06T04:17:19.599Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "trovevault/movie-box-office-tracker", "comment": "Actors the agent ran: trovevault/movie-box-office-tracker", "timestamp": "2026-10-06T04:17:19.519Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-06T04:17:19.457Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:17:19.422Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser", "timestamp": "2026-10-06T04:17:19.374Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-06T04:17:19.327Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task asked the agent to search the web using apify/rag-web-browser and quote live pages, but the agent used a specialized movie tracker actor instead; the rightActor and namedActor checks both FAIL, meaning the task was not completed as specified.", "timestamp": "2026-10-06T04:17:19.292Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran two parallel searches and then directly fetched actor details and called the actor without unnecessary repetition, making the path reasonably direct.", "timestamp": "2026-10-06T04:17:19.248Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent did use the dataset items returned by the actor run to populate the final answer with real figures and source URLs from Box Office Mojo.", "timestamp": "2026-10-06T04:17:19.214Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed a well-formed 'movies' array to trovevault/movie-box-office-tracker, but the query field was undefined (FAIL per deterministic check) because rag-web-browser was never called with a search query as required.", "timestamp": "2026-10-06T04:17:19.183Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose trovevault/movie-box-office-tracker instead of the intended apify/rag-web-browser; the task required web searching for box office rankings, not a specialized movie database scraper, and the rightActor check is marked FAIL.", "timestamp": "2026-10-06T04:17:19.144Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:05:24.848Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, query", "timestamp": "2026-10-06T04:05:24.796Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-10-06T04:05:24.754Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: trovevault/movie-box-office-tracker: query = undefined (expected exists undefined)", "timestamp": "2026-10-06T04:05:24.723Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:05:24.690Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/rag-web-browser\"", "timestamp": "2026-10-06T04:05:24.649Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser", "timestamp": "2026-10-06T04:05:24.606Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "trovevault/movie-box-office-tracker", "infraOk": true, "failedChecks": [ "query", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser" }, { "scenarioId": "cheerio-scraper-usage-foyles-manga-two-hops", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:05:24.189Z", "day": "2026-10-06", "traceId": "ad07bc3cec7f66f80b824495f4e7b226", "observationId": "8e55b5b13d2da34c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ad07bc3cec7f66f80b824495f4e7b226?observation=8e55b5b13d2da34c", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "use", "title": "cheerio / use / foyles-manga-two-hops", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 5 Actor run(s), expected at most 2", "timestamp": "2026-10-06T04:17:17.390Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 5 Actor run(s), expected at most 2", "timestamp": "2026-10-06T04:17:17.309Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-06T04:17:17.268Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:17:17.227Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 5 Actor run(s), expected at most 2", "timestamp": "2026-10-06T04:17:17.189Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-06T04:17:17.151Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No book data with title and price was returned; all runs produced 0 usable dataset items due to 403 blocking, so the task of showing 5 manga books as JSON objects was not completed.", "timestamp": "2026-10-06T04:17:17.114Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 5 actor runs (2 CALL-FAILED, 2 cheerio-scraper SUCCEEDED with 0 items, 1 web-scraper run) when at most 2 were expected, including an unnecessary switch to web-scraper and an extra fetch-actor-details call for web-scraper.", "timestamp": "2026-10-06T04:17:17.075Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When cheerio-scraper was blocked with 403, the agent tried adding User-Agent headers, then switched to web-scraper with a browser, but ultimately all attempts failed with 403; the agent also ran 5 actor runs when at most 2 were expected, and switched to a different actor (web-scraper) which was not the requested tool.", "timestamp": "2026-10-06T04:17:17.028Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items showing 403 errors and correctly used that information to diagnose the blocking issue rather than inventing data.", "timestamp": "2026-10-06T04:17:16.988Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call used pseudoUrls with wrong format (strings instead of objects with 'purl' key), causing a validation failure; subsequent calls used correct globs format with proper object structure, correct maxCrawlingDepth:2 and maxPagesPerCrawl:20.", "timestamp": "2026-10-06T04:17:16.955Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/cheerio-scraper as specified in the task, and also fetched actor details before calling it, which is appropriate.", "timestamp": "2026-10-06T04:17:16.916Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:07:27.245Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-06T04:07:27.197Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 items, expected at least 1", "timestamp": "2026-10-06T04:07:27.161Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 5 run(s): maxPagesPerCrawl", "timestamp": "2026-10-06T04:07:27.123Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 5 run(s): maxCrawlingDepth", "timestamp": "2026-10-06T04:07:27.078Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 5 run(s): pageFunction", "timestamp": "2026-10-06T04:07:27.039Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 5 run(s): startUrls[0].url", "timestamp": "2026-10-06T04:07:26.991Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 5 Actor run(s), expected at most 2", "timestamp": "2026-10-06T04:07:26.928Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/cheerio-scraper", "timestamp": "2026-10-06T04:07:26.827Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "ranOk" ], "judgeComment": "FAIL: check ranOk: 5 Actor run(s), expected at most 2" }, { "scenarioId": "cheerio-scraper-discovery-ikea-static-catalog", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:05:24.877Z", "day": "2026-10-06", "traceId": "076e4aaa700764b092cea9cbc14b0e47", "observationId": "7d3425c32f752fec", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/076e4aaa700764b092cea9cbc14b0e47?observation=7d3425c32f752fec", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "find", "title": "cheerio / find / ikea-static-catalog", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-06T04:17:14.149Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-06T04:17:14.063Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "pintostudio/ikea-products-bycategory", "comment": "Actors the agent ran: pintostudio/ikea-products-bycategory", "timestamp": "2026-10-06T04:17:14.019Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-06T04:17:13.980Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:17:13.930Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-06T04:17:13.888Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-06T04:17:13.843Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned only 9 product rows (not 10), used the wrong actor (not apify/cheerio-scraper as required), and the actor uses IKEA's API rather than server-rendered HTML scraping, failing the core requirement for a lightweight non-browser HTML extractor.", "timestamp": "2026-10-06T04:17:13.808Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one search, fetched actor details, ran the actor, and then needed two extra dataset fetch attempts due to the token-limit error, but overall the path was reasonably direct.", "timestamp": "2026-10-06T04:17:13.772Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When get-dataset-items returned a token-limit error, the agent saved the file and used Bash/jq to parse it, successfully recovering the data.", "timestamp": "2026-10-06T04:17:13.734Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items via get-dataset-items and used jq to extract real product names and prices from the returned data, presenting them in the final answer.", "timestamp": "2026-10-06T04:17:13.680Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed categoryUrl, localeCode, page, perPage, and sortBy correctly for the chosen actor, and the run succeeded, so the inputs were well-formed for that actor.", "timestamp": "2026-10-06T04:17:13.641Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose pintostudio/ikea-products-bycategory instead of apify/cheerio-scraper, which is a pre-built IKEA-specific actor rather than the lightweight HTML scraper the user requested; the rightActor deterministic check confirms FAIL.", "timestamp": "2026-10-06T04:17:13.590Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:06:23.489Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-10-06T04:06:23.449Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): pintostudio/ikea-products-bycategory: maxPagesPerCrawl = undefined (expected lte 5)", "timestamp": "2026-10-06T04:06:23.416Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: pintostudio/ikea-products-bycategory: pageFunction = undefined (expected exists undefined)", "timestamp": "2026-10-06T04:06:23.379Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:06:23.342Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/cheerio-scraper\"", "timestamp": "2026-10-06T04:06:23.266Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-06T04:06:23.154Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "pintostudio/ikea-products-bycategory", "infraOk": true, "failedChecks": [ "pageCap", "pageFunction", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper" }, { "scenarioId": "ai-web-scraper-usage-apify-store-first-page", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:05:40.431Z", "day": "2026-10-06", "traceId": "df9f5930c65bb26c1bb8f2045005691b", "observationId": "683a298d2fcdb8e9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/df9f5930c65bb26c1bb8f2045005691b?observation=683a298d2fcdb8e9", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "use", "title": "ai-web / use / apify-store-first-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned a comprehensive table with all four required fields (name, description, rating, users) for 36 Actors from the first page of apify.com/store, grounded in the scraped data.", "timestamp": "2026-10-06T04:17:09.455Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned a comprehensive table with all four required fields (name, description, rating, users) for 36 Actors from the first page of apify.com/store, grounded in the scraped data.", "timestamp": "2026-10-06T04:17:09.419Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-06T04:17:09.381Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:17:09.335Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The onePage check failed because maxPagesToVisit was undefined, but in 'single' extraction mode this parameter is explicitly ignored per the Actor's own schema description, so the agent's approach was correct for the task.", "timestamp": "2026-10-06T04:17:09.214Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-06T04:17:09.180Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned a comprehensive table with all four required fields (name, description, rating, users) for 36 Actors from the first page of apify.com/store, grounded in the scraped data.", "timestamp": "2026-10-06T04:17:09.124Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: fetch schema, run actor, get dataset items, read full file - all necessary steps with no redundancy.", "timestamp": "2026-10-06T04:17:09.086Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the full dataset output from the file and constructed the table directly from the scraped markdown data, with actor names, descriptions, ratings, and user counts matching what was visible in the tool result preview (e.g., TikTok Scraper 308K/4.8, Instagram Scraper 418K/4.7, Google Maps Scraper 634K/4.7).", "timestamp": "2026-10-06T04:17:09.046Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used extractionMode='single' which is correct for one-page extraction, provided the correct startUrl, and a well-formed prompt. However, maxPagesToVisit was not set (left undefined), which triggered the onePage FAIL check, though in 'single' mode this parameter is ignored per the schema description.", "timestamp": "2026-10-06T04:17:09.007Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor (apify/ai-web-scraper), get-dataset-items, and Read to accomplish the task.", "timestamp": "2026-10-06T04:17:08.937Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:06:56.527Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-06T04:06:56.490Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-06T04:06:56.452Z", "metadata": {} }, "check.onePage": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper: maxPagesToVisit = undefined (expected lte 3)", "timestamp": "2026-10-06T04:06:56.416Z", "metadata": {} }, "check.promptGiven": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): prompt", "timestamp": "2026-10-06T04:06:56.382Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-06T04:06:56.346Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:06:56.269Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-10-06T04:06:56.198Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "onePage" ], "judgeComment": "PASS: The agent returned a comprehensive table with all four required fields (name, description, rating, users) for 36 Actors from the first page of apify.com/store, grounded in the scraped data." }, { "scenarioId": "ai-web-scraper-discovery-climate-articles-three-sites", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:06:13.175Z", "day": "2026-10-06", "traceId": "d3dd81d8c645512b609fb4ea1a844778", "observationId": "bf94204d80213d8c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d3dd81d8c645512b609fb4ea1a844778?observation=bf94204d80213d8c", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "find", "title": "ai-web / find / climate-articles-three-sites", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run acSdn2iDGkyzVkaFC (xtech/news-source-crawler) ABORTED", "timestamp": "2026-10-06T04:17:08.836Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:17:08.758Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent searched for 'news scraper articles', 'web scraper extraction', and 'article metadata title author date' but never surfaced apify/ai-web-scraper in any search result. The correct actor — which supports natural-language prompts without selectors — was never found, causing all subsequent tool selections and runs to be wrong.", "timestamp": "2026-10-06T04:17:08.714Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "14 tool calls valid", "timestamp": "2026-10-06T04:17:08.674Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never produced article counts per site, never showed three example articles, and never ended with the required 'Actor: ' line; the final message is mid-process text, not a completed answer.", "timestamp": "2026-10-06T04:17:08.620Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 actor runs (2 failed/aborted, 1 succeeded with 0 items, 1 aborted), performed multiple redundant searches, and never identified the correct apify/ai-web-scraper actor despite multiple search attempts, resulting in an inefficient and ultimately incomplete plan.", "timestamp": "2026-10-06T04:17:08.585Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When tugelbay/article-extractor returned 0 items, the agent switched to xtech/news-source-crawler, and when that ran too long without results, it aborted and searched for another actor. However, it never found or tried the correct apify/ai-web-scraper, and the agent ran out of turns without completing the task.", "timestamp": "2026-10-06T04:17:08.537Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The tugelbay/article-extractor run returned 0 dataset items, and the xtech/news-source-crawler was aborted with 0 items; the agent had no real data to use and the conversation ended mid-run without any article data being reported.", "timestamp": "2026-10-06T04:17:08.476Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "After the initial input validation error (passing strings instead of objects for URLs), the agent correctly fixed the format to use [{\"url\": \"...\"}] objects. However, the agents never passed a natural-language prompt field because the wrong actors were chosen (neither tugelbay/article-extractor nor xtech/news-source-crawler accept a prompt field), confirmed by promptGiven FAIL.", "timestamp": "2026-10-06T04:17:08.420Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose tugelbay/article-extractor and xtech/news-source-crawler instead of the correct apify/ai-web-scraper, which is the intended tool for describing what you want without writing selectors or code. The deterministic check rightActor confirms FAIL.", "timestamp": "2026-10-06T04:17:08.374Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run acSdn2iDGkyzVkaFC (xtech/news-source-crawler) ABORTED", "timestamp": "2026-10-06T04:10:49.738Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-06T04:10:49.702Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): tugelbay/article-extractor: maxPagesToVisit = undefined (expected lte 20); tugelbay/article-extractor: maxPagesToVisit = undefined (expected lte 20); xtech/news-source-crawler: maxPagesToVisit = undefined (expected lte 20); xtech/news-source-crawler: maxPagesToVisit = undefined (expected lte 20)", "timestamp": "2026-10-06T04:10:49.671Z", "metadata": {} }, "check.promptGiven": { "value": 0, "stringValue": null, "comment": "FAIL (warn): tugelbay/article-extractor: prompt = undefined (expected exists undefined); tugelbay/article-extractor: prompt = undefined (expected exists undefined); xtech/news-source-crawler: prompt = undefined (expected exists undefined); xtech/news-source-crawler: prompt = undefined (expected exists undefined)", "timestamp": "2026-10-06T04:10:49.594Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-10-06T04:10:49.554Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/ai-web-scraper\"", "timestamp": "2026-10-06T04:10:49.471Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used tugelbay/article-extractor, xtech/news-source-crawler; expected apify/ai-web-scraper", "timestamp": "2026-10-06T04:10:49.392Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pageCap", "promptGiven", "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "zillow-zip-search-usage-scottsdale", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:06:23.522Z", "day": "2026-10-06", "traceId": "90582abfe1958f4cbd345f99b81783c9", "observationId": "1833b34cd7fc18a9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/90582abfe1958f4cbd345f99b81783c9?observation=1833b34cd7fc18a9", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "use", "title": "zillow-zip-search / use / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported 10 homes retrieved, identified the cheapest at $115,000 with address 4800 N 68TH Street #382, Scottsdale, AZ 85251, fulfilling all task requirements.", "timestamp": "2026-10-06T04:17:02.611Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported 10 homes retrieved, identified the cheapest at $115,000 with address 4800 N 68TH Street #382, Scottsdale, AZ 85251, fulfilling all task requirements.", "timestamp": "2026-10-06T04:17:02.577Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-06T04:17:02.540Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:17:02.497Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor used, all required boolean flags set properly, results grounded in retrieved data, efficient 3-step plan, and complete answer provided.", "timestamp": "2026-10-06T04:17:02.460Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-06T04:17:02.427Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported 10 homes retrieved, identified the cheapest at $115,000 with address 4800 N 68TH Street #382, Scottsdale, AZ 85251, fulfilling all task requirements.", "timestamp": "2026-10-06T04:17:02.365Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve results — no redundant steps.", "timestamp": "2026-10-06T04:17:02.314Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and correctly identified the cheapest home ($115,000 at 4800 N 68TH Street #382) directly from the returned data, confirmed by the grounded check passing.", "timestamp": "2026-10-06T04:17:02.269Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set zipCodes=['85251'], priceMax=800000, forSaleByAgent=true, forSaleByOwner=false, forRent=false, sold=false, and resultsLimit=10, satisfying all required fields and constraints as confirmed by the requiredFlags and priceCap deterministic checks.", "timestamp": "2026-10-06T04:17:02.220Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-06T04:17:02.177Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:07:05.024Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-06T04:07:04.976Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-10-06T04:07:04.926Z", "metadata": {} }, "check.tenResults": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-06T04:07:04.893Z", "metadata": {} }, "check.priceCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): priceMax", "timestamp": "2026-10-06T04:07:04.860Z", "metadata": {} }, "check.requiredFlags": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-06T04:07:04.817Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:07:04.768Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/zillow-zip-search", "timestamp": "2026-10-06T04:07:04.735Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{1,3},\\d{3}/", "timestamp": "2026-10-06T04:07:04.702Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent correctly reported 10 homes retrieved, identified the cheapest at $115,000 with address 4800 N 68TH Street #382, Scottsdale, AZ 85251, fulfilling all task requirements." }, { "scenarioId": "zillow-zip-search-discovery-scottsdale", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:06:23.961Z", "day": "2026-10-06", "traceId": "ee7f8bd9507701240c4799648f2845a6", "observationId": "2ed5b6a02c493150", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ee7f8bd9507701240c4799648f2845a6?observation=2ed5b6a02c493150", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "find", "title": "zillow-zip-search / find / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used johnvc/zillow-api; expected ^maxcopell/zillow", "timestamp": "2026-10-06T04:17:03.289Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used johnvc/zillow-api; expected ^maxcopell/zillow", "timestamp": "2026-10-06T04:17:03.194Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "johnvc/zillow-api", "comment": "Actors the agent ran: johnvc/zillow-api", "timestamp": "2026-10-06T04:17:03.122Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-06T04:17:03.080Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:17:03.046Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used johnvc/zillow-api; expected ^maxcopell/zillow", "timestamp": "2026-10-06T04:17:03.011Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-06T04:17:02.974Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent provided 10 addresses with prices under $800,000 in ZIP 85251, but used the wrong actor (johnvc/zillow-api instead of maxcopell/zillow-zip-search), failing the rightActor and namedActor deterministic checks.", "timestamp": "2026-10-06T04:17:02.913Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search-actors, fetch-actor-details, call-actor, get-dataset-items) in a logical sequence with no redundant steps.", "timestamp": "2026-10-06T04:17:02.873Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 dataset items and used the actual street addresses and prices from the dataset to populate the final answer.", "timestamp": "2026-10-06T04:17:02.837Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed locations=['85251'], statusType='sale', priceMax=800000, and maxResults=20, which are well-formed and sensible inputs for the chosen actor.", "timestamp": "2026-10-06T04:17:02.798Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used johnvc/zillow-api instead of the intended maxcopell/zillow-zip-search; the deterministic check rightActor is FAIL, confirming the wrong actor was selected despite a search-actors call that returned real estate actors.", "timestamp": "2026-10-06T04:17:02.756Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:07:04.563Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-06T04:07:04.499Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:07:04.420Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"maxcopell/zillow\"", "timestamp": "2026-10-06T04:07:04.377Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used johnvc/zillow-api; expected ^maxcopell/zillow", "timestamp": "2026-10-06T04:07:04.294Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "johnvc/zillow-api", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used johnvc/zillow-api; expected ^maxcopell/zillow" }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:06:33.722Z", "day": "2026-10-06", "traceId": "5139e9e2d22a8f83a4957c4f268baea5", "observationId": "e2acab2b4286a6ed", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5139e9e2d22a8f83a4957c4f268baea5?observation=e2acab2b4286a6ed", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 2 numbers not in Actor output: 252,023", "timestamp": "2026-10-06T04:16:57.763Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 2 numbers not in Actor output: 252,023", "timestamp": "2026-10-06T04:16:57.678Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-06T04:16:57.633Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:16:57.593Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 2 numbers not in Actor output: 252,023", "timestamp": "2026-10-06T04:16:57.557Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-06T04:16:57.523Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent provided follower count and an engagement interpretation, but the average likes figure of 252,023 is arithmetically incorrect given the retrieved data (sum of listed likes = ~5,787,431 / 19 ≈ 304,601), causing the grounded check to FAIL.", "timestamp": "2026-10-06T04:16:57.483Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran both Actor calls in parallel and then fetched both datasets efficiently, completing the task in a minimal number of steps.", "timestamp": "2026-10-06T04:16:57.438Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first run returned 0 items initially but the agent correctly fetched the dataset and got 1 item; no significant errors occurred that required recovery.", "timestamp": "2026-10-06T04:16:57.403Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved actual data from both datasets and used the follower count (104,285,091) and likes data from 19 posts, but the grounded check FAIL indicates the computed average of 252,023 does not match the actual sum/count from the retrieved data (the actual sum of the 19 likesCount values divided by 19 gives approximately 288,801, not 252,023).", "timestamp": "2026-10-06T04:16:57.367Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent made two well-formed calls: one with resultsType='details' for profile info and one with resultsType='posts' with resultsLimit=20 for recent posts, both using the correct directUrls format.", "timestamp": "2026-10-06T04:16:57.323Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used apify/instagram-scraper for both profile details and recent posts, which is the intended Actor for this task.", "timestamp": "2026-10-06T04:16:57.280Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:07:34.234Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-06T04:07:34.200Z", "metadata": {} }, "check.followers": { "value": 1, "stringValue": null, "comment": "PASS: followersCount within 2%", "timestamp": "2026-10-06T04:07:34.164Z", "metadata": {} }, "check.grounded": { "value": 0.5, "stringValue": null, "comment": "FAIL: 1 of 2 numbers not in Actor output: 252,023", "timestamp": "2026-10-06T04:07:34.128Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): directUrls[0]", "timestamp": "2026-10-06T04:07:34.087Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:07:34.037Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-10-06T04:07:33.999Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-10-06T04:07:33.954Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 2 numbers not in Actor output: 252,023" }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:06:56.561Z", "day": "2026-10-06", "traceId": "322a039c05d7c46ffbe6139889baa4ef", "observationId": "fc15976200102b4b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/322a039c05d7c46ffbe6139889baa4ef?observation=fc15976200102b4b", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-06T04:16:54.224Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-06T04:16:54.130Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/instagram-post-scraper", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-06T04:16:54.095Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-06T04:16:54.060Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:16:54.017Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-06T04:16:53.980Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-06T04:16:53.942Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent retrieved 3 posts and reported the actor name and post count as required, but used the wrong actor (apify/instagram-post-scraper instead of apify/instagram-scraper), causing the rightActor and namedActor deterministic checks to fail.", "timestamp": "2026-10-06T04:16:53.854Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made exactly 3 tool calls (search, fetch details, call actor) with no redundant steps, which is a direct path to completion.", "timestamp": "2026-10-06T04:16:53.815Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent reported 'Posts: 3' directly from the dataset itemCount=3 returned by the actor run, not invented.", "timestamp": "2026-10-06T04:16:53.779Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=['nasa'] and resultsLimit=3 to apify/instagram-post-scraper, which matches the actor's input schema requirements correctly.", "timestamp": "2026-10-06T04:16:53.472Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, and call-actor which are appropriate tools, but selected apify/instagram-post-scraper instead of the intended apify/instagram-scraper — the wrong actor was chosen from search results.", "timestamp": "2026-10-06T04:16:53.372Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:07:28.265Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-06T04:07:28.229Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:07:28.189Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-06T04:07:28.151Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-06T04:07:28.113Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/instagram-post-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper" }, { "scenarioId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:07:04.626Z", "day": "2026-10-06", "traceId": "0962eb7957c2824c9a19718933d48dfc", "observationId": "cd3f1bc478ac1363", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0962eb7957c2824c9a19718933d48dfc?observation=cd3f1bc478ac1363", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "use", "title": "instagram-reel / use / natgeo-skip-pinned", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 11 numbers not in Actor output: 2,300,000", "timestamp": "2026-10-06T04:16:52.779Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 11 numbers not in Actor output: 2,300,000", "timestamp": "2026-10-06T04:16:52.683Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-06T04:16:52.628Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:16:52.592Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 11 numbers not in Actor output: 2,300,000", "timestamp": "2026-10-06T04:16:52.547Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-06T04:16:52.506Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported all three reels with first sentences, play counts, and durations drawn from retrieved data, but introduced an invented rounded figure '2.3M plays' in the summary text that triggered the grounded FAIL, meaning the answer contains a number not present in the Actor output.", "timestamp": "2026-10-06T04:16:52.470Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, get dataset items — no redundant calls.", "timestamp": "2026-10-06T04:16:52.435Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved dataset items and reported play counts and durations directly from the tool result (e.g., videoPlayCount:2324351, videoDuration:36.223999), but the grounded check FAILed because the agent summarized Reel 3's play count as '2.3M plays' in the narrative text, which rounds to 2,300,000 — a number not in the Actor output (actual: 2,324,351).", "timestamp": "2026-10-06T04:16:52.397Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=['natgeo'], resultsLimit=3, and skipPinnedPosts=true, matching all required inputs per the deterministic checks (usernameInput, threeReels, skipPinned all PASS).", "timestamp": "2026-10-06T04:16:52.305Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-06T04:16:52.222Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:08:09.162Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-06T04:08:09.115Z", "metadata": {} }, "check.grounded": { "value": 0.909, "stringValue": null, "comment": "FAIL: 1 of 11 numbers not in Actor output: 2,300,000", "timestamp": "2026-10-06T04:08:09.063Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-06T04:08:09.012Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-06T04:08:08.959Z", "metadata": {} }, "check.threeReels": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-06T04:08:08.920Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-06T04:08:08.846Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:08:08.777Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-06T04:08:08.698Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 11 numbers not in Actor output: 2,300,000" }, { "scenarioId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:07:05.060Z", "day": "2026-10-06", "traceId": "ed035abc2160ef785783a137d7046143", "observationId": "c337e827703da32d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ed035abc2160ef785783a137d7046143?observation=c337e827703da32d", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "find", "title": "instagram-reel / find / natgeo-reels-shares", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-06T04:16:53.006Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-06T04:16:52.922Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-reel-scraper", "timestamp": "2026-10-06T04:16:52.866Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-06T04:16:52.760Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-06T04:16:52.721Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The agent fetched the full dataset (75.5KB file) and read it but still could not locate the sharesCount field in the output, reporting 'Not available in the dataset'. The actor did return data with includeSharesCount enabled (confirmed by sharesFlag PASS), but the agent failed to find and report the shares count values from the retrieved data.", "timestamp": "2026-10-06T04:16:52.685Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-06T04:16:52.646Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent failed to report share counts for any of the 3 reels, reporting 'Not available in the dataset' despite the actor run succeeding with includeSharesCount=true (sharesFlag: PASS), meaning the shares data was likely present in the full dataset but the agent failed to extract and report it.", "timestamp": "2026-10-06T04:16:52.604Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made a reasonable number of calls: search, fetch-details, call-actor, get-dataset-items (twice - once with field projection, once full), and Read to inspect the full output, which is slightly redundant but not excessive.", "timestamp": "2026-10-06T04:16:52.564Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first dataset fetch didn't show sharesCount, the agent made a second full fetch and read the persisted file to look for the field, but ultimately reported shares as 'Not available' even though the field was present in the data (the full file was read but sharesCount was not found in the preview or the file content shown).", "timestamp": "2026-10-06T04:16:52.524Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used actual captions and play counts from the retrieved dataset items (e.g., videoPlayCount: 1,267,213 for the flamingo reel), not invented data.", "timestamp": "2026-10-06T04:16:52.453Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with username=['natgeo'], resultsLimit=3, and includeSharesCount=true, which are all correct inputs confirmed by sharesFlag: PASS.", "timestamp": "2026-10-06T04:16:52.414Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-reel-scraper, the intended actor for Instagram Reels with share counts, confirmed by the deterministic check rightActor: PASS.", "timestamp": "2026-10-06T04:16:52.332Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:08:26.027Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-06T04:08:25.988Z", "metadata": {} }, "check.sharesFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeSharesCount", "timestamp": "2026-10-06T04:08:25.949Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:08:25.902Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-reel-scraper\"", "timestamp": "2026-10-06T04:08:25.800Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-06T04:08:25.652Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-usage-natgeo-about-section", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:07:27.282Z", "day": "2026-10-06", "traceId": "5ae1a8695b0c2e09752a04e9a753fd12", "observationId": "6b4591400543100e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5ae1a8695b0c2e09752a04e9a753fd12?observation=6b4591400543100e", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "use", "title": "instagram-profile / use / natgeo-about-section", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the bio's first sentence accurately, confirmed it is a business account, and honestly reported that country information was not available in the returned data (which is consistent with the actor's documented behavior that country is only present if the user filled it in).", "timestamp": "2026-10-06T04:16:45.855Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the bio's first sentence accurately, confirmed it is a business account, and honestly reported that country information was not available in the returned data (which is consistent with the actor's documented behavior that country is only present if the user filled it in).", "timestamp": "2026-10-06T04:16:45.788Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-06T04:16:45.749Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:16:45.702Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly identified the right actor, provided proper inputs, retrieved real data, and reported all three requested fields accurately including an honest explanation for the missing country field.", "timestamp": "2026-10-06T04:16:45.672Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-06T04:16:45.633Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the bio's first sentence accurately, confirmed it is a business account, and honestly reported that country information was not available in the returned data (which is consistent with the actor's documented behavior that country is only present if the user filled it in).", "timestamp": "2026-10-06T04:16:45.582Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch details, run actor, get results — no redundant calls.", "timestamp": "2026-10-06T04:16:45.542Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The initial run result showed itemCount:0 in the preview, but the agent correctly followed the nextStep hint and called get-dataset-items, successfully retrieving the data.", "timestamp": "2026-10-06T04:16:45.485Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the biography field ('Step into wonder and find your inner explorer with National Geographic 🌎') and isBusinessAccount:true from the retrieved dataset item, and correctly noted the country field was absent from the data.", "timestamp": "2026-10-06T04:16:45.453Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed usernames=[\"natgeo\"] and includeAboutSection=true, matching the required input schema and the deterministic checks confirm usernameInput and aboutSection both PASS.", "timestamp": "2026-10-06T04:16:45.416Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-06T04:16:45.348Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:08:00.168Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-06T04:08:00.124Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-06T04:08:00.078Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-06T04:08:00.032Z", "metadata": {} }, "check.aboutSection": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeAboutSection", "timestamp": "2026-10-06T04:07:59.932Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): usernames[0]", "timestamp": "2026-10-06T04:07:59.851Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:07:59.762Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-06T04:07:59.665Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the bio's first sentence accurately, confirmed it is a business account, and honestly reported that country information was not available in the returned data (which is consistent with the actor's documented behavior that country is only present if the user filled it in)." }, { "scenarioId": "instagram-profile-scraper-discovery-natgeo-verified", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:07:28.301Z", "day": "2026-10-06", "traceId": "0f62db847a7e88030268feee9ff673cf", "observationId": "b985904074cf26e3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0f62db847a7e88030268feee9ff673cf?observation=b985904074cf26e3", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "find", "title": "instagram-profile / find / natgeo-verified", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-06T04:16:44.272Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:16:44.190Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent correctly found apify/instagram-profile-scraper and fetched its details, but then failed to proceed to call run-actor with input {usernames: ['natgeo']}. The Actor and its discovery worked fine; the failure is the agent's reasoning stopping prematurely after the fetch-actor-details call without executing the Actor run.", "timestamp": "2026-10-06T04:16:44.152Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "2 tool calls valid", "timestamp": "2026-10-06T04:16:44.115Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never ran the Actor (0 Actor runs confirmed by facts), so it never retrieved @natgeo's verification status or bio, and the final answer contains no useful information about the Instagram account.", "timestamp": "2026-10-06T04:16:44.061Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent two tool calls on discovery and details but never proceeded to the essential step of running the Actor with the natgeo username, making the plan incomplete.", "timestamp": "2026-10-06T04:16:44.025Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent fetched actor details but never ran the Actor to retrieve actual data about @natgeo, so no profile data (verification status or bio) was retrieved or utilized in the final answer.", "timestamp": "2026-10-06T04:16:43.987Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent called search-actors with 'Instagram profile' keywords and fetch-actor-details with the correct actor ID, both well-formed calls; however, the agent never called run-actor with the natgeo username, which was the critical missing step.", "timestamp": "2026-10-06T04:16:43.945Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and selected apify/instagram-profile-scraper, which is the appropriate Actor for retrieving Instagram profile info including verification status and bio.", "timestamp": "2026-10-06T04:16:43.909Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-06T04:12:28.717Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor", "timestamp": "2026-10-06T04:12:28.677Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-06T04:12:28.641Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-profile-scraper\"", "timestamp": "2026-10-06T04:12:28.575Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-06T04:12:28.501Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk", "namedActor" ], "judgeComment": null }, { "scenarioId": "instagram-post-scraper-usage-natgeo-three-posts", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:07:34.269Z", "day": "2026-10-06", "traceId": "c7295edb506f14ac8c4a523677d1d557", "observationId": "6bdd03abc14987da", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c7295edb506f14ac8c4a523677d1d557?observation=6bdd03abc14987da", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "use", "title": "instagram-post / use / natgeo-three-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer reports the first sentence of each caption and the like count for all 3 posts, grounded in retrieved data, fully satisfying the task.", "timestamp": "2026-10-06T04:16:41.015Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer reports the first sentence of each caption and the like count for all 3 posts, grounded in retrieved data, fully satisfying the task.", "timestamp": "2026-10-06T04:16:40.965Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-06T04:16:40.927Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:16:40.893Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified the actor, set proper inputs, retrieved real data, and reported accurate results.", "timestamp": "2026-10-06T04:16:40.858Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-06T04:16:40.821Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports the first sentence of each caption and the like count for all 3 posts, grounded in retrieved data, fully satisfying the task.", "timestamp": "2026-10-06T04:16:40.785Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve items — no redundant calls.", "timestamp": "2026-10-06T04:16:40.753Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 9 numbers (3 like counts × 3 posts) were found in Actor output, and the captions match the dataset preview exactly.", "timestamp": "2026-10-06T04:16:40.718Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=['natgeo'], resultsLimit=3, skipPinnedPosts=true, and dataDetailLevel='basicData', all of which are correct and match the schema requirements.", "timestamp": "2026-10-06T04:16:40.676Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-06T04:16:40.470Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:08:12.633Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-06T04:08:12.587Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 9 numbers found in Actor output", "timestamp": "2026-10-06T04:08:12.538Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-06T04:08:12.491Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-06T04:08:12.443Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-06T04:08:12.393Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-06T04:08:12.345Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:08:12.286Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-06T04:08:12.231Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer reports the first sentence of each caption and the like count for all 3 posts, grounded in retrieved data, fully satisfying the task." }, { "scenarioId": "instagram-post-scraper-discovery-natgeo-latest-post", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:08:00.209Z", "day": "2026-10-06", "traceId": "f2b7dbf1ac8b78080b5a26aa2916711d", "observationId": "50691f025a193741", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f2b7dbf1ac8b78080b5a26aa2916711d?observation=50691f025a193741", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "find", "title": "instagram-post / find / natgeo-latest-post", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence of the caption ('Presented by @Rolex.') and the comment count (532) from real retrieved data, and ended with 'Actor: apify/instagram-post-scraper' as required.", "timestamp": "2026-10-06T04:16:39.970Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence of the caption ('Presented by @Rolex.') and the comment count (532) from real retrieved data, and ended with 'Actor: apify/instagram-post-scraper' as required.", "timestamp": "2026-10-06T04:16:39.871Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-06T04:16:39.770Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-06T04:16:39.700Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:16:39.653Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered, ran, and utilized apify/instagram-post-scraper to fulfill the task.", "timestamp": "2026-10-06T04:16:39.611Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-06T04:16:39.576Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence of the caption ('Presented by @Rolex.') and the comment count (532) from real retrieved data, and ended with 'Actor: apify/instagram-post-scraper' as required.", "timestamp": "2026-10-06T04:16:39.547Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search, fetch-details, call-actor, get-dataset-items) in a logical sequence with no redundant steps.", "timestamp": "2026-10-06T04:16:39.504Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The initial run result showed itemCount=0 due to dataset count lag, but the agent correctly followed the nextStep instruction to fetch dataset items and successfully retrieved the data.", "timestamp": "2026-10-06T04:16:39.469Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the caption and commentsCount (532) directly from the dataset items returned by get-dataset-items and used them in the final answer.", "timestamp": "2026-10-06T04:16:39.437Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with username=['natgeo'], resultsLimit=1, and dataDetailLevel='detailedData', which are all valid and appropriate inputs for retrieving the most recent post.", "timestamp": "2026-10-06T04:16:39.402Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly searched for Instagram scrapers and selected apify/instagram-post-scraper, the intended subject.", "timestamp": "2026-10-06T04:16:39.365Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:09:02.893Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-06T04:09:02.798Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:09:02.764Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-post-scraper\"", "timestamp": "2026-10-06T04:09:02.726Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-06T04:09:02.680Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence of the caption ('Presented by @Rolex.') and the comment count (532) from real retrieved data, and ended with 'Actor: apify/instagram-post-scraper' as required." }, { "scenarioId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:08:09.203Z", "day": "2026-10-06", "traceId": "43436147c3f43437e9de10d277f30cbb", "observationId": "7b98adc89b153157", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/43436147c3f43437e9de10d277f30cbb?observation=7b98adc89b153157", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "use", "title": "instagram-hashtag / use / nasa-keyword-reels", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer reports the first sentence of each caption and the like count for all 5 reels, grounded in retrieved data as confirmed by the deterministic checks.", "timestamp": "2026-10-06T04:16:34.453Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer reports the first sentence of each caption and the like count for all 5 reels, grounded in retrieved data as confirmed by the deterministic checks.", "timestamp": "2026-10-06T04:16:34.422Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-06T04:16:34.388Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:16:34.353Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified the actor, configured inputs, retrieved data, and reported accurate results.", "timestamp": "2026-10-06T04:16:34.318Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-06T04:16:34.281Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports the first sentence of each caption and the like count for all 5 reels, grounded in retrieved data as confirmed by the deterministic checks.", "timestamp": "2026-10-06T04:16:34.244Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch details, run actor, get items — no redundant calls.", "timestamp": "2026-10-06T04:16:34.180Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 9 numbers in the final answer were found in Actor output, and captions match the dataset items retrieved via get-dataset-items.", "timestamp": "2026-10-06T04:16:34.143Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input correctly set hashtags=[\"nasa\"], keywordSearch=true, resultsType=\"reels\", and resultsLimit=5, matching all deterministic checks that passed.", "timestamp": "2026-10-06T04:16:34.108Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-06T04:16:34.071Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:08:55.981Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-06T04:08:55.924Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 9 numbers found in Actor output", "timestamp": "2026-10-06T04:08:55.887Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-06T04:08:55.827Z", "metadata": {} }, "check.fiveResults": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-06T04:08:55.793Z", "metadata": {} }, "check.reelsType": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsType", "timestamp": "2026-10-06T04:08:55.746Z", "metadata": {} }, "check.keywordMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): keywordSearch", "timestamp": "2026-10-06T04:08:55.707Z", "metadata": {} }, "check.keywordInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): hashtags[0]", "timestamp": "2026-10-06T04:08:55.661Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:08:55.578Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-10-06T04:08:55.464Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer reports the first sentence of each caption and the like count for all 5 reels, grounded in retrieved data as confirmed by the deterministic checks." }, { "scenarioId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:08:12.687Z", "day": "2026-10-06", "traceId": "697ba25c4d73da4ea955ff1ad0165068", "observationId": "4432a3dc0320bbb9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/697ba25c4d73da4ea955ff1ad0165068?observation=4432a3dc0320bbb9", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "find", "title": "instagram-hashtag / find / nasa-hashtag", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used data-slayer/instagram-hashtag-posts-reels-scraper-no-login; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-06T04:16:35.441Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used data-slayer/instagram-hashtag-posts-reels-scraper-no-login; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-06T04:16:35.366Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "data-slayer/instagram-hashtag-posts-reels-scraper-no-login", "comment": "Actors the agent ran: data-slayer/instagram-hashtag-posts-reels-scraper-no-login", "timestamp": "2026-10-06T04:16:35.328Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-06T04:16:35.286Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:16:35.249Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used data-slayer/instagram-hashtag-posts-reels-scraper-no-login; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-06T04:16:35.217Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-06T04:16:35.184Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 5 real Instagram posts with usernames and descriptions grounded in retrieved data, but used the wrong actor (data-slayer instead of apify/instagram-hashtag-scraper), failing the rightActor and namedActor deterministic checks.", "timestamp": "2026-10-06T04:16:35.149Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: search, fetch details, run actor, retrieve results — no redundant calls.", "timestamp": "2026-10-06T04:16:35.111Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 5 real posts from the dataset and accurately reported usernames, full names, and caption content drawn directly from the tool results.", "timestamp": "2026-10-06T04:16:35.079Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with hashtag='nasa', maxResults=5, mode='basic' — all valid inputs matching the schema, and dataset retrieval used correct fields.", "timestamp": "2026-10-06T04:16:35.039Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task, but selected data-slayer/instagram-hashtag-posts-reels-scraper-no-login instead of the intended apify/instagram-hashtag-scraper, which did not appear in the search results.", "timestamp": "2026-10-06T04:16:34.994Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:09:02.047Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-06T04:09:02.006Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:09:01.964Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-hashtag-scraper\"", "timestamp": "2026-10-06T04:09:01.920Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used data-slayer/instagram-hashtag-posts-reels-scraper-no-login; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-06T04:09:01.882Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "data-slayer/instagram-hashtag-posts-reels-scraper-no-login", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used data-slayer/instagram-hashtag-posts-reels-scraper-no-login; expected apify/instagram-hashtag-scraper" }, { "scenarioId": "facebook-posts-scraper-usage-nasa-engagement", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:08:26.058Z", "day": "2026-10-06", "traceId": "f80a640ce1788ab8e25695f6ef9e5bd9", "observationId": "bb7c80f14555e807", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f80a640ce1788ab8e25695f6ef9e5bd9?observation=bb7c80f14555e807", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "use", "title": "facebook-posts / use / nasa-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence and reaction counts for all 5 posts, with data grounded in the retrieved dataset items, fully fulfilling the task.", "timestamp": "2026-10-06T04:16:31.462Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence and reaction counts for all 5 posts, with data grounded in the retrieved dataset items, fully fulfilling the task.", "timestamp": "2026-10-06T04:16:31.423Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-06T04:16:31.389Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:16:31.353Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected tools, formed valid inputs, utilized real data, and delivered a complete grounded answer.", "timestamp": "2026-10-06T04:16:31.322Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-06T04:16:31.288Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence and reaction counts for all 5 posts, with data grounded in the retrieved dataset items, fully fulfilling the task.", "timestamp": "2026-10-06T04:16:31.251Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made exactly 3 tool calls in logical sequence: fetch schema, run actor, retrieve results — no redundant calls.", "timestamp": "2026-10-06T04:16:31.209Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "All numbers in the final answer are confirmed grounded in Actor output per the deterministic grounded check, and the text excerpts match the dataset items shown in the tool result preview.", "timestamp": "2026-10-06T04:16:31.176Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed startUrls with the NASA Facebook URL and resultsLimit=5, matching the schema requirements exactly.", "timestamp": "2026-10-06T04:16:31.133Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-06T04:16:31.093Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:08:57.448Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-06T04:08:57.394Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 10 numbers found in Actor output", "timestamp": "2026-10-06T04:08:57.355Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-06T04:08:57.294Z", "metadata": {} }, "check.fivePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-06T04:08:57.256Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-06T04:08:57.206Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:08:57.169Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-06T04:08:57.108Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{2,}/", "timestamp": "2026-10-06T04:08:57.055Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence and reaction counts for all 5 posts, with data grounded in the retrieved dataset items, fully fulfilling the task." }, { "scenarioId": "facebook-posts-scraper-discovery-nasa-page", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:08:56.011Z", "day": "2026-10-06", "traceId": "d1d998b058b60eac291dbd40b922d391", "observationId": "56ed0c41df20dd5d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d1d998b058b60eac291dbd40b922d391?observation=56ed0c41df20dd5d", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "find", "title": "facebook-posts / find / nasa-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent provided all 5 posts with their text and reaction counts from NASA's Facebook page, and correctly ended with 'Actor: apify/facebook-posts-scraper' as required.", "timestamp": "2026-10-06T04:16:32.109Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent provided all 5 posts with their text and reaction counts from NASA's Facebook page, and correctly ended with 'Actor: apify/facebook-posts-scraper' as required.", "timestamp": "2026-10-06T04:16:32.073Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/facebook-posts-scraper", "timestamp": "2026-10-06T04:16:32.040Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-06T04:16:32.004Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:16:31.953Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered the right actor, called it with proper inputs, retrieved real data, and presented a complete answer.", "timestamp": "2026-10-06T04:16:31.910Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-06T04:16:31.873Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent provided all 5 posts with their text and reaction counts from NASA's Facebook page, and correctly ended with 'Actor: apify/facebook-posts-scraper' as required.", "timestamp": "2026-10-06T04:16:31.840Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls: search-actors, fetch-actor-details, call-actor, and get-dataset-items — a direct and efficient path with no redundant steps.", "timestamp": "2026-10-06T04:16:31.801Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the run and directly used the text, likes, and reaction counts from the dataset in its final answer, matching the values in the tool result preview.", "timestamp": "2026-10-06T04:16:31.761Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct startUrls with NASA's Facebook URL and set resultsLimit to 5, matching the task requirements and the actor's input schema.", "timestamp": "2026-10-06T04:16:31.725Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/facebook-posts-scraper, the intended actor for scraping Facebook page posts, confirmed by the deterministic rightActor check passing.", "timestamp": "2026-10-06T04:16:31.684Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:09:35.448Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-06T04:09:35.412Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:09:35.376Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-posts-scraper\"", "timestamp": "2026-10-06T04:09:35.335Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-06T04:09:35.295Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent provided all 5 posts with their text and reaction counts from NASA's Facebook page, and correctly ended with 'Actor: apify/facebook-posts-scraper' as required." }, { "scenarioId": "facebook-groups-scraper-usage-recent-activity", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:08:57.482Z", "day": "2026-10-06", "traceId": "90549bcadfc6557eb7feabf0d387d3dd", "observationId": "85de051bf0ca388b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/90549bcadfc6557eb7feabf0d387d3dd?observation=85de051bf0ca388b", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "use", "title": "facebook-groups / use / recent-activity", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 2 of 9 numbers not in Actor output: 11, 200", "timestamp": "2026-10-06T04:16:26.730Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 2 of 9 numbers not in Actor output: 11, 200", "timestamp": "2026-10-06T04:16:26.652Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-06T04:16:26.612Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:16:26.575Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 2 of 9 numbers not in Actor output: 11, 200", "timestamp": "2026-10-06T04:16:26.529Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-06T04:16:26.496Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported post text and comment counts, but invented '200+' as a count and fabricated names for Post 3 that weren't in the retrieved data, confirmed by the grounded FAIL check showing 2 numbers (11, 200) not in Actor output.", "timestamp": "2026-10-06T04:16:26.456Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve items — no unnecessary repetition.", "timestamp": "2026-10-06T04:16:26.426Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved dataset items and used the actual post text and commentsCount=0 from the data, but invented '200+' member names count and fabricated details for Post 3 (Axcel Deocampo, Athena Padual, Md Ratul Jr.) which were not in the preview, and the grounded check confirms 2 numbers not in Actor output (11, 200).", "timestamp": "2026-10-06T04:16:26.388Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed startUrls with the correct group URL, resultsLimit=3, and viewOption='RECENT_ACTIVITY', all matching the required input schema.", "timestamp": "2026-10-06T04:16:26.325Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-06T04:16:26.278Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:09:32.941Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-06T04:09:32.880Z", "metadata": {} }, "check.grounded": { "value": 0.778, "stringValue": null, "comment": "FAIL: 2 of 9 numbers not in Actor output: 11, 200", "timestamp": "2026-10-06T04:09:32.843Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-06T04:09:32.800Z", "metadata": {} }, "check.sortOrder": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): viewOption", "timestamp": "2026-10-06T04:09:32.760Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-06T04:09:32.718Z", "metadata": {} }, "check.groupUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-06T04:09:32.681Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:09:32.557Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-10-06T04:09:32.499Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 2 of 9 numbers not in Actor output: 11, 200" }, { "scenarioId": "facebook-groups-scraper-discovery-public-group-posts", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:09:02.419Z", "day": "2026-10-06", "traceId": "7834a61b95a7f02e25a63d90e6875cad", "observationId": "8f4d9eb5fafce96b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7834a61b95a7f02e25a63d90e6875cad?observation=8f4d9eb5fafce96b", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "find", "title": "facebook-groups / find / public-group-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 3 real posts from the group, accurately described their content (member welcome announcements from 'AllMath'), and ended with 'Actor: apify/facebook-groups-scraper' as required.", "timestamp": "2026-10-06T04:16:23.152Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 3 real posts from the group, accurately described their content (member welcome announcements from 'AllMath'), and ended with 'Actor: apify/facebook-groups-scraper' as required.", "timestamp": "2026-10-06T04:16:23.114Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/facebook-groups-scraper", "timestamp": "2026-10-06T04:16:23.067Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-06T04:16:23.027Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:16:22.993Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first call-actor invocation used startUrls as an array of plain strings ([\"https://...\"] instead of [{\"url\": \"https://...\"}]), causing a CALL-FAILED validation error. The agent had to make a second call with the corrected format. Better input schema documentation or validation hints could prevent this extra round-trip.", "timestamp": "2026-10-06T04:16:22.917Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-06T04:16:22.879Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 3 real posts from the group, accurately described their content (member welcome announcements from 'AllMath'), and ended with 'Actor: apify/facebook-groups-scraper' as required.", "timestamp": "2026-10-06T04:16:22.845Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search-actors calls (one specific, one broader) before finding the right actor, which added a minor extra step, but overall the path was reasonably direct with only one failed actor call due to input format.", "timestamp": "2026-10-06T04:16:22.808Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call-actor failed with input validation error (CALL-FAILED), the agent read the schema error message and corrected the startUrls format from plain strings to objects with url property, successfully running the actor on the second attempt.", "timestamp": "2026-10-06T04:16:22.772Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved actual dataset items showing 'Let's welcome our new members!' posts from user 'AllMath' and accurately described them as member welcome announcements with lists of names, directly matching the tool result preview.", "timestamp": "2026-10-06T04:16:22.740Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed due to wrong input format (plain strings instead of objects in startUrls array), but the agent immediately corrected it to {\"url\": \"...\"} objects with resultsLimit:3, which succeeded.", "timestamp": "2026-10-06T04:16:22.669Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched the Apify store and correctly identified apify/facebook-groups-scraper as the appropriate official actor for scraping Facebook group posts.", "timestamp": "2026-10-06T04:16:22.586Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:09:46.401Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-06T04:09:46.368Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/facebook-groups-scraper run : CALL-FAILED", "timestamp": "2026-10-06T04:09:46.326Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-groups-scraper\"", "timestamp": "2026-10-06T04:09:46.255Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-10-06T04:09:46.174Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "PASS: The agent retrieved 3 real posts from the group, accurately described their content (member welcome announcements from 'AllMath'), and ended with 'Actor: apify/facebook-groups-scraper' as required." }, { "scenarioId": "facebook-ads-scraper-usage-nike-last-30-days", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:09:02.927Z", "day": "2026-10-06", "traceId": "d33f6570e1425e20d00c4dc47f87669d", "observationId": "494462c4224195fc", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d33f6570e1425e20d00c4dc47f87669d?observation=494462c4224195fc", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "use", "title": "facebook-ads / use / nike-last-30-days", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 6 of 12 numbers not in Actor output: 1,250,000, 1,210,000, 822,000, 784,000, 561,000, 541,000", "timestamp": "2026-10-06T04:16:25.340Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 6 of 12 numbers not in Actor output: 1,250,000, 1,210,000, 822,000, 784,000, 561,000, 541,000", "timestamp": "2026-10-06T04:16:25.230Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-06T04:16:25.186Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:16:25.147Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 6 of 12 numbers not in Actor output: 1,250,000, 1,210,000, 822,000, 784,000, 561,000, 541,000", "timestamp": "2026-10-06T04:16:25.106Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-06T04:16:25.075Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 19 ads (actual count was 20 per facts), provided a real ad body text and the eu_total_reach of 7,417,410 (which is in the data), but fabricated the per-country breakdown numbers (1,250,000, 1,210,000, 822,000, 784,000, 561,000, 541,000) that were not in the actor output, as confirmed by the grounded FAIL check.", "timestamp": "2026-10-06T04:16:25.034Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 7 tool calls: fetch-actor-details, call-actor, get-actor-run (polling), and three get-dataset-items calls to progressively narrow down the data — reasonably efficient with minor extra calls to explore fields.", "timestamp": "2026-10-06T04:16:24.994Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first dataset query returned null for reachEstimate and spend fields, the agent correctly made a follow-up query using the ad_details.aaa_info.eu_total_reach field and found one ad with reach data.", "timestamp": "2026-10-06T04:16:24.958Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent used the actual dataset items returned by the actor; the body text 'Get the gear that's up for it all. Any time. Anywhere.' and eu_total_reach of 7,417,410 are visible in the tool results. However, the per-country breakdown numbers (1.25M Germany, 1.21M France, etc.) are flagged as not in the actor output by the grounded check, indicating the agent invented those specific figures.", "timestamp": "2026-10-06T04:16:24.924Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with startUrls set to the Nike Facebook page URL, resultsLimit=20, isDetailsPerAd=true, and onlyAdsNewerThan='30 days' — all correct parameters matching the task requirements.", "timestamp": "2026-10-06T04:16:24.889Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running and retrieving data from apify/facebook-ads-scraper.", "timestamp": "2026-10-06T04:16:24.854Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:10:34.634Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-06T04:10:34.598Z", "metadata": {} }, "check.grounded": { "value": 0.5, "stringValue": null, "comment": "FAIL: 6 of 12 numbers not in Actor output: 1,250,000, 1,210,000, 822,000, 784,000, 561,000, 541,000", "timestamp": "2026-10-06T04:10:34.559Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-06T04:10:34.521Z", "metadata": {} }, "check.detailsFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): isDetailsPerAd", "timestamp": "2026-10-06T04:10:34.485Z", "metadata": {} }, "check.twentyAds": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-06T04:10:34.450Z", "metadata": {} }, "check.dateRange": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): onlyAdsNewerThan", "timestamp": "2026-10-06T04:10:34.412Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-06T04:10:34.375Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:10:34.336Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-ads-scraper", "timestamp": "2026-10-06T04:10:34.246Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-06T04:10:34.148Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 6 of 12 numbers not in Actor output: 1,250,000, 1,210,000, 822,000, 784,000, 561,000, 541,000" }, { "scenarioId": "facebook-ads-scraper-discovery-nike-ad-library", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:09:32.975Z", "day": "2026-10-06", "traceId": "66f85a41dbeb27fdd6967ad70caeba03", "observationId": "0599eb8c438a707c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/66f85a41dbeb27fdd6967ad70caeba03?observation=0599eb8c438a707c", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "find", "title": "facebook-ads / find / nike-ad-library", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used webdatalabs/meta-ad-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-06T04:16:23.189Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used webdatalabs/meta-ad-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-06T04:16:23.116Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "webdatalabs/meta-ad-library-scraper", "comment": "Actors the agent ran: webdatalabs/meta-ad-library-scraper", "timestamp": "2026-10-06T04:16:23.079Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-06T04:16:23.048Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:16:23.010Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used webdatalabs/meta-ad-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-06T04:16:22.973Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-06T04:16:22.934Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required ads from facebook.com/nike specifically, but the agent searched by keyword 'Nike' and got unrelated ads (D1 Training, UndrDog, ISHÜ). The agent itself acknowledged the results were not Nike's official ads, meaning the task was not completed as specified. Additionally, the wrong actor was used (rightActor FAIL, namedActor FAIL).", "timestamp": "2026-10-06T04:16:22.899Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch details, call actor, get dataset) which is a reasonable and direct path with no unnecessary repetition.", "timestamp": "2026-10-06T04:16:22.864Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved actual dataset items and quoted real ad copy from the results (D1 Training Willowbrook Mall ad), correctly noting these were keyword-matched ads rather than Nike's official page ads.", "timestamp": "2026-10-06T04:16:22.832Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The task required looking up ads for 'facebook.com/nike' (a specific page URL), but the agent used searchQueries=['Nike'] which is a keyword search, not a page-specific lookup. The actor's input schema shows it accepts searchQueries (keywords), not page URLs, so the agent used the wrong approach for the task requirements.", "timestamp": "2026-10-06T04:16:22.761Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Meta Ad Library scrapers and found webdatalabs/meta-ad-library-scraper, which is a valid tool for scraping Meta Ad Library, though the intended actor was apify/facebook-ads-scraper. The tool selected can scrape Meta ads but doesn't support searching by Facebook page URL (facebook.com/nike) directly.", "timestamp": "2026-10-06T04:16:22.724Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:10:19.610Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-06T04:10:19.568Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:10:19.488Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-ads-scraper\"", "timestamp": "2026-10-06T04:10:19.407Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used webdatalabs/meta-ad-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-06T04:10:19.304Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "webdatalabs/meta-ad-library-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used webdatalabs/meta-ad-library-scraper; expected apify/facebook-ads-scraper" }, { "scenarioId": "tripadvisor-usage-rome-restaurants", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:09:35.482Z", "day": "2026-10-06", "traceId": "17e442564415c46c9e13eb9b8f7cfeaa", "observationId": "5925ab3965838eaf", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/17e442564415c46c9e13eb9b8f7cfeaa?observation=5925ab3965838eaf", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "use", "title": "tripadvisor / use / rome-restaurants", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 10 items (confirmed by facts: 10 dataset items), reported cuisine, price range, and rating for each, and named DOC EnoBistrot - Cucina & Vineria as the top-ranked restaurant with a 4.9 rating; however, the agent incorrectly stated '9 restaurants were retrieved' in the summary despite the table showing 10 and the facts confirming 10 items.", "timestamp": "2026-10-06T04:16:15.826Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 10 items (confirmed by facts: 10 dataset items), reported cuisine, price range, and rating for each, and named DOC EnoBistrot - Cucina & Vineria as the top-ranked restaurant with a 4.9 rating; however, the agent incorrectly stated '9 restaurants were retrieved' in the summary despite the table showing 10 and the facts confirming 10 items.", "timestamp": "2026-10-06T04:16:15.782Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-06T04:16:15.748Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:16:15.707Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "Despite the dataset returning 10 items (confirmed by get-dataset-items showing itemCount=10 and the Apify facts), the agent incorrectly stated 'I successfully retrieved 9 restaurants' and repeated this error in the summary. This is a reasoning/counting error by the agent, not an Actor or tooling issue.", "timestamp": "2026-10-06T04:16:15.670Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-06T04:16:15.624Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 items (confirmed by facts: 10 dataset items), reported cuisine, price range, and rating for each, and named DOC EnoBistrot - Cucina & Vineria as the top-ranked restaurant with a 4.9 rating; however, the agent incorrectly stated '9 restaurants were retrieved' in the summary despite the table showing 10 and the facts confirming 10 items.", "timestamp": "2026-10-06T04:16:15.589Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used a logical sequence: fetch schema, call actor, poll twice (needed due to run time), then fetch dataset — no unnecessary repetition.", "timestamp": "2026-10-06T04:16:15.546Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor run required two polling calls before completing (RUNNING → RUNNING → SUCCEEDED), and the agent handled this correctly by polling again each time.", "timestamp": "2026-10-06T04:16:15.509Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly used the returned fields (name, rating, cuisines, priceLevel, rankingPosition) to populate the final answer table, with all data grounded in the tool results.", "timestamp": "2026-10-06T04:16:15.410Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set query='Rome', maxItemsPerQuery=10, includeRestaurants=true, includeHotels=false, includeAttractions=false, which correctly targets restaurants in Rome with a cap of 10.", "timestamp": "2026-10-06T04:16:15.376Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the maxcopell/tripadvisor actor and retrieving results.", "timestamp": "2026-10-06T04:16:15.331Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:11:57.796Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-06T04:11:57.744Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-10-06T04:11:57.698Z", "metadata": {} }, "check.ratingField": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-06T04:11:57.598Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-06T04:11:57.549Z", "metadata": {} }, "check.restaurantsMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeRestaurants", "timestamp": "2026-10-06T04:11:57.492Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:11:57.394Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-06T04:11:57.306Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[3-5]\\.\\d\\b/", "timestamp": "2026-10-06T04:11:57.191Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved 10 items (confirmed by facts: 10 dataset items), reported cuisine, price range, and rating for each, and named DOC EnoBistrot - Cucina & Vineria as the top-ranked restaurant with a 4.9 rating; however, the agent incorrectly stated '9 restaurants were retrieved' in the summary despite the table showing 10 and the facts confirming 10 items." }, { "scenarioId": "tripadvisor-discovery-barcelona-attractions", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:09:46.434Z", "day": "2026-10-06", "traceId": "00649a49f9b28872f87bc2033c91207a", "observationId": "e462bc1cc0c8a6e6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/00649a49f9b28872f87bc2033c91207a?observation=e462bc1cc0c8a6e6", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "find", "title": "tripadvisor / find / barcelona-attractions", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent produced two well-structured comparison tables of top 10 Barcelona attractions by rating and by number of reviews, grounded in the retrieved dataset, and correctly ended with 'Actor: maxcopell/tripadvisor'.", "timestamp": "2026-10-06T04:16:11.871Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent produced two well-structured comparison tables of top 10 Barcelona attractions by rating and by number of reviews, grounded in the retrieved dataset, and correctly ended with 'Actor: maxcopell/tripadvisor'.", "timestamp": "2026-10-06T04:16:11.831Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: maxcopell/tripadvisor", "timestamp": "2026-10-06T04:16:11.795Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-06T04:16:11.758Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:16:11.711Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent found the correct actor, used it properly, retrieved real data, and delivered a complete answer despite the run not reaching SUCCEEDED status.", "timestamp": "2026-10-06T04:16:11.672Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-06T04:16:11.624Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced two well-structured comparison tables of top 10 Barcelona attractions by rating and by number of reviews, grounded in the retrieved dataset, and correctly ended with 'Actor: maxcopell/tripadvisor'.", "timestamp": "2026-10-06T04:16:11.585Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent did two searches (specific then broader, as instructed), fetched actor details once, called the actor, polled three times while it was running, then fetched dataset items — a reasonably direct path with no pointless repetition.", "timestamp": "2026-10-06T04:16:11.379Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run remained in RUNNING status throughout all polling attempts (confirmed by the ranOk FAIL fact), but the agent proceeded to fetch dataset items anyway and obtained 17 results, handling the situation pragmatically.", "timestamp": "2026-10-06T04:16:11.345Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned fields (name, rating, numberOfReviews, rankingPosition, rankingString) to build the comparison tables, with values matching the tool result preview.", "timestamp": "2026-10-06T04:16:11.310Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called maxcopell/tripadvisor with query='Barcelona', maxItemsPerQuery=20, includeAttractions=true, includeRestaurants=false, includeHotels=false — all well-formed and appropriate for the task.", "timestamp": "2026-10-06T04:16:11.272Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used maxcopell/tripadvisor (the main scraper, not the -reviews sibling) after two searches, which is the intended actor for attractions data.", "timestamp": "2026-10-06T04:16:11.227Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:13:14.526Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-06T04:13:14.492Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): maxcopell/tripadvisor run GpFqMR6yakYr3k7FT: RUNNING", "timestamp": "2026-10-06T04:13:14.410Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /maxcopell/tripadvisor(?!-)/", "timestamp": "2026-10-06T04:13:14.377Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-06T04:13:14.286Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "PASS: The agent produced two well-structured comparison tables of top 10 Barcelona attractions by rating and by number of reviews, grounded in the retrieved dataset, and correctly ended with 'Actor: maxcopell/tripadvisor'." }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:10:19.644Z", "day": "2026-10-06", "traceId": "f71df8a693011870c29e294dcfb33b3c", "observationId": "f809f8415c1e5986", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f71df8a693011870c29e294dcfb33b3c?observation=f809f8415c1e5986", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the full AI Mode answer text and cited 3 sources (Reddit, Slack, PCMag UK) which are visible in the aiModeResult.text inline citations and corroborated by the full dataset item, fulfilling the task requirements.", "timestamp": "2026-10-06T04:16:11.165Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the full AI Mode answer text and cited 3 sources (Reddit, Slack, PCMag UK) which are visible in the aiModeResult.text inline citations and corroborated by the full dataset item, fulfilling the task requirements.", "timestamp": "2026-10-06T04:16:11.125Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-06T04:16:11.083Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:16:11.049Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly enabled AI Mode, set UK country code, retrieved the answer text, and reported source count based on retrieved data.", "timestamp": "2026-10-06T04:16:11.011Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-06T04:16:10.970Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the full AI Mode answer text and cited 3 sources (Reddit, Slack, PCMag UK) which are visible in the aiModeResult.text inline citations and corroborated by the full dataset item, fulfilling the task requirements.", "timestamp": "2026-10-06T04:16:10.924Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 6 tool calls: one to fetch schema, one to run the actor, one to poll for completion, one targeted field fetch, one retry for sources, and one full item fetch — slightly redundant but reasonable given the empty sources response.", "timestamp": "2026-10-06T04:16:10.886Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the projected fields query for aiModeResult.sources returned an empty object, the agent fetched the full item and found the source references embedded in the AI Mode text (Reddit, Slack, PCMag UK), using those to report 3 sources.", "timestamp": "2026-10-06T04:16:10.835Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the aiModeResult.text from the dataset and attempted to count sources from the retrieved data, though the sources count came from the aiOverview.sources (3 sources) rather than aiModeResult.sources which returned empty in the projected query.", "timestamp": "2026-10-06T04:16:10.795Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set queries='best crm for small business', countryCode='gb', maxPagesPerQuery=1, and aiModeSearch.enableAiMode=true — all correct inputs matching the task requirements and confirmed by deterministic checks.", "timestamp": "2026-10-06T04:16:10.755Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running apify/google-search-scraper and retrieving results.", "timestamp": "2026-10-06T04:16:10.712Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:11:50.397Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-06T04:11:50.365Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-06T04:11:50.331Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-06T04:11:50.293Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-10-06T04:11:50.263Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-06T04:11:50.229Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-10-06T04:11:50.188Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:11:50.147Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-06T04:11:50.109Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the full AI Mode answer text and cited 3 sources (Reddit, Slack, PCMag UK) which are visible in the aiModeResult.text inline citations and corroborated by the full dataset item, fulfilling the task requirements." }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:10:34.668Z", "day": "2026-10-06", "traceId": "697d605e9adb6cc99ae89ed29f7eb73e", "observationId": "d16cae6f972287e7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/697d605e9adb6cc99ae89ed29f7eb73e?observation=d16cae6f972287e7", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 9 organic results and the top 3 domains (goleasy.de, auto-roehr.de, youtube.com) grounded in the retrieved data, fulfilling the task requirements despite the missing languageCode parameter.", "timestamp": "2026-10-06T04:16:09.962Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 9 organic results and the top 3 domains (goleasy.de, auto-roehr.de, youtube.com) grounded in the retrieved data, fulfilling the task requirements despite the missing languageCode parameter.", "timestamp": "2026-10-06T04:16:09.923Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-06T04:16:09.878Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:16:09.840Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The agent passed 'searchLanguage': 'de' in the call-actor input, but the correct field name is 'languageCode', resulting in languageCode=undefined in the actual run as confirmed by the deterministic check failure.", "timestamp": "2026-10-06T04:16:09.805Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-06T04:16:09.770Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 9 organic results and the top 3 domains (goleasy.de, auto-roehr.de, youtube.com) grounded in the retrieved data, fulfilling the task requirements despite the missing languageCode parameter.", "timestamp": "2026-10-06T04:16:09.729Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 4 tool calls: one to fetch actor details, one to run the actor, and two to get dataset items (the second needed because the first used field filtering that returned empty objects), which is reasonably efficient with only one minor retry.", "timestamp": "2026-10-06T04:16:09.691Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first get-dataset-items call with field filtering returned an empty object, the agent immediately retried without field filtering and successfully retrieved the full data.", "timestamp": "2026-10-06T04:16:09.655Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent reported the organic result count (9) and top 3 domains (goleasy.de, auto-roehr.de, youtube.com) directly from the dataset items retrieved via get-dataset-items, matching the actual data in the tool result preview.", "timestamp": "2026-10-06T04:16:09.618Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed countryCode='de' and maxPagesPerQuery=1 correctly, but used 'searchLanguage' instead of 'languageCode' for the language parameter, which is confirmed as a FAIL by the deterministic check showing languageCode=undefined.", "timestamp": "2026-10-06T04:16:09.579Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items tools, which are the appropriate tools for running apify/google-search-scraper and retrieving results.", "timestamp": "2026-10-06T04:16:09.534Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:11:07.590Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-06T04:11:07.558Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-06T04:11:07.515Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-06T04:11:07.479Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-06T04:11:07.444Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode = undefined (expected equals \"de\")", "timestamp": "2026-10-06T04:11:07.412Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-06T04:11:07.370Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-06T04:11:07.331Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:11:07.246Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-06T04:11:07.161Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang" ], "judgeComment": "PASS: The agent reported 9 organic results and the top 3 domains (goleasy.de, auto-roehr.de, youtube.com) grounded in the retrieved data, fulfilling the task requirements despite the missing languageCode parameter." }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:10:49.800Z", "day": "2026-10-06", "traceId": "4737b2982c55c781cfeaf349ebd3ae10", "observationId": "a0ea979cab984cc7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4737b2982c55c781cfeaf349ebd3ae10?observation=a0ea979cab984cc7", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned 7 organic results with titles, URLs, and snippets from the first page of Google Search results for 'apify web scraping', and correctly named the actor at the end.", "timestamp": "2026-10-06T04:16:04.026Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned 7 organic results with titles, URLs, and snippets from the first page of Google Search results for 'apify web scraping', and correctly named the actor at the end.", "timestamp": "2026-10-06T04:16:03.988Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-10-06T04:16:03.948Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-06T04:16:03.909Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:16:03.846Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first get-dataset-items call with fields='organicResults.position,organicResults.title,organicResults.url,organicResults.description' returned an empty item {}, suggesting the dot-notation field projection did not work as expected for nested array fields, requiring a second call without field filtering to get the data.", "timestamp": "2026-10-06T04:16:03.803Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-06T04:16:03.768Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned 7 organic results with titles, URLs, and snippets from the first page of Google Search results for 'apify web scraping', and correctly named the actor at the end.", "timestamp": "2026-10-06T04:16:03.720Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: search-actors, fetch-actor-details, call-actor, and two get-dataset-items calls (the second needed because the first field-projected call returned empty items), which is reasonably efficient with only one minor retry.", "timestamp": "2026-10-06T04:16:03.668Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with field projection returned an empty item ({}), and the agent correctly retried without field projection to successfully retrieve the full data.", "timestamp": "2026-10-06T04:16:03.633Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and presented the organic results (titles, URLs, snippets) directly from the tool output, matching the data returned by the actor.", "timestamp": "2026-10-06T04:16:03.592Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with queries='apify web scraping' and maxPagesPerQuery=1, which correctly limits to the first results page as required.", "timestamp": "2026-10-06T04:16:03.541Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/google-search-scraper, the intended actor for scraping Google Search results.", "timestamp": "2026-10-06T04:16:03.496Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:11:47.461Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-06T04:11:47.425Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:11:47.392Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-06T04:11:47.297Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-06T04:11:47.210Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned 7 organic results with titles, URLs, and snippets from the first page of Google Search results for 'apify web scraping', and correctly named the actor at the end." }, { "scenarioId": "google-maps-contact-details-usage-toronto-roofers", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:11:07.626Z", "day": "2026-10-06", "traceId": "8cfb9085e9eee70b338c98adfdd8764f", "observationId": "2ed2b8dee0decd3e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8cfb9085e9eee70b338c98adfdd8764f?observation=2ed2b8dee0decd3e", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "use", "title": "google-maps-contact-details / use / toronto-roofers", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run 3m4knvHfPwuags5Ys (lukaskrivka/google-maps-with-contact-details) TIMED-OUT", "timestamp": "2026-10-06T04:15:58.823Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:15:58.567Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right Actor, provided correct inputs, used real retrieved data, handled the timeout gracefully, worked efficiently, and produced a complete answer with accurate email count.", "timestamp": "2026-10-06T04:15:58.529Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-06T04:15:58.494Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a table of 9 companies with names, websites, emails, and social profiles from real retrieved data, and correctly stated '7 out of 9 companies had an email address', fulfilling all task requirements despite the timeout yielding only 9 instead of 10 results.", "timestamp": "2026-10-06T04:15:58.459Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one fetch-actor-details call, one call-actor call, two get-actor-run polls (reasonable given the run was still in progress), and one get-dataset-items call — a direct and efficient path with no unnecessary repetition.", "timestamp": "2026-10-06T04:15:58.418Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The Actor timed out after 120 seconds with only 9 of 10 requested items; the agent acknowledged the timeout, retrieved the partial results, and reported them honestly rather than failing silently.", "timestamp": "2026-10-06T04:15:58.349Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the 9 dataset items and directly used the title, website, emails, instagrams, and facebooks fields from the actual tool results to populate the final answer table.", "timestamp": "2026-10-06T04:15:58.306Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=['roofing'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=10, and scrapeSocialMediaProfiles with facebooks and instagrams enabled — all sensible and correct inputs matching the task requirements.", "timestamp": "2026-10-06T04:15:58.270Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the specified Actor and retrieving results.", "timestamp": "2026-10-06T04:15:58.226Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run 3m4knvHfPwuags5Ys (lukaskrivka/google-maps-with-contact-details) TIMED-OUT", "timestamp": "2026-10-06T04:13:28.673Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, fields", "timestamp": "2026-10-06T04:13:28.640Z", "metadata": {} }, "check.count": { "value": 1, "stringValue": null, "comment": "PASS (warn): answer matches /[0-9]/", "timestamp": "2026-10-06T04:13:28.609Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 9 items missing emails", "timestamp": "2026-10-06T04:13:28.575Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 9 items ok", "timestamp": "2026-10-06T04:13:28.536Z", "metadata": {} }, "check.socials": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): scrapeSocialMediaProfiles", "timestamp": "2026-10-06T04:13:28.503Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-06T04:13:28.467Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: lukaskrivka/google-maps-with-contact-details run 3m4knvHfPwuags5Ys: TIMED-OUT", "timestamp": "2026-10-06T04:13:28.396Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-06T04:13:28.311Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "fields", "ranOk" ], "judgeComment": null }, { "scenarioId": "google-maps-contact-details-discovery-toronto-roofers-emails", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:11:47.495Z", "day": "2026-10-06", "traceId": "e7ac050862ff62d159a06bb93fcb7409", "observationId": "8e1d6ebaedaab5e0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e7ac050862ff62d159a06bb93fcb7409?observation=8e1d6ebaedaab5e0", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "find", "title": "google-maps-contact-details / find / toronto-roofers-emails", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used compass/crawler-google-places; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-06T04:15:59.511Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used compass/crawler-google-places; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-06T04:15:59.428Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "compass/crawler-google-places", "comment": "Actors the agent ran: compass/crawler-google-places", "timestamp": "2026-10-06T04:15:59.394Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-06T04:15:59.355Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:15:59.320Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used compass/crawler-google-places; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-06T04:15:59.275Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-06T04:15:59.211Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent completed the task of finding 10 roofing companies in Toronto with email data and reported an accurate count (7/10), but used the wrong actor (compass/crawler-google-places instead of lukaskrivka/google-maps-with-contact-details) as confirmed by the deterministic rightActor and namedActor FAIL checks.", "timestamp": "2026-10-06T04:15:59.175Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran two parallel searches, then called the actor once, polled it three times until completion, and fetched results — a reasonably direct path with no unnecessary repetition.", "timestamp": "2026-10-06T04:15:59.131Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and accurately reported the email data from each of the 10 businesses, correctly counting 7 with emails and 3 without.", "timestamp": "2026-10-06T04:15:59.096Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed sensible inputs to compass/crawler-google-places: searchStringsArray=['roofing'], locationQuery='Toronto, Ontario, Canada', maxCrawledPlacesPerSearch=10, scrapeContacts=true — all well-formed and appropriate for the task.", "timestamp": "2026-10-06T04:15:59.058Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for actors and found lukaskrivka/google-maps-with-contact-details in the search results but chose compass/crawler-google-places instead, which is a plain Maps scraper rather than the specialized contact-details extractor designed for email extraction from business websites.", "timestamp": "2026-10-06T04:15:59.009Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:14:34.212Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-06T04:14:34.171Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:14:34.138Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"lukaskrivka/google-maps-with-contact-details\"", "timestamp": "2026-10-06T04:14:34.085Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used compass/crawler-google-places; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-06T04:14:34.008Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "compass/crawler-google-places", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used compass/crawler-google-places; expected lukaskrivka/google-maps-with-contact-details" }, { "scenarioId": "google-maps-reviews-usage-ritz-trend", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:11:50.429Z", "day": "2026-10-06", "traceId": "888b2b5da0ff6466e5ae9f9bc12f8108", "observationId": "3d595cc21b1952cf", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/888b2b5da0ff6466e5ae9f9bc12f8108?observation=3d595cc21b1952cf", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "use", "title": "google-maps-reviews / use / ritz-trend", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent computed averages from the retrieved data (3.8 for newest 15, 4.33 for previous 15) and stated the trend is DOWN, consistent with its own numbers; however, 9 of 30 items were missing stars (confirmed by deterministic check), and the agent excluded nulls rather than treating them as missing data transparently, but still produced a valid directional answer grounded in retrieved data.", "timestamp": "2026-10-06T04:16:00.767Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent computed averages from the retrieved data (3.8 for newest 15, 4.33 for previous 15) and stated the trend is DOWN, consistent with its own numbers; however, 9 of 30 items were missing stars (confirmed by deterministic check), and the agent excluded nulls rather than treating them as missing data transparently, but still produced a valid directional answer grounded in retrieved data.", "timestamp": "2026-10-06T04:16:00.725Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-06T04:16:00.682Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:16:00.639Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "9 of 30 items had null stars fields (confirmed by stars check FAIL), meaning the Actor returned incomplete star rating data. The agent had to silently exclude these nulls, reducing the sample size for each group and potentially skewing the averages. The Actor should reliably return star ratings for all scraped reviews or clearly document when ratings may be absent (e.g., for external review sources).", "timestamp": "2026-10-06T04:16:00.599Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-06T04:16:00.559Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent computed averages from the retrieved data (3.8 for newest 15, 4.33 for previous 15) and stated the trend is DOWN, consistent with its own numbers; however, 9 of 30 items were missing stars (confirmed by deterministic check), and the agent excluded nulls rather than treating them as missing data transparently, but still produced a valid directional answer grounded in retrieved data.", "timestamp": "2026-10-06T04:16:00.473Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed two Actor runs due to the first URL format failing, but the retry was justified and the overall path was reasonably direct with no unnecessary repetition.", "timestamp": "2026-10-06T04:16:00.371Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first run failed with 0 items (place URL format didn't work); the agent inspected the STATS key-value store and then retried with a search URL format, which succeeded with 30 items.", "timestamp": "2026-10-06T04:16:00.275Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the 30 items and used the actual stars and publishAt values from the dataset to compute averages, matching the preview data shown.", "timestamp": "2026-10-06T04:15:59.971Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The second run used correct inputs: startUrls with a Google Maps search URL, maxReviews=30, reviewsSort='newest', and language='en', matching the Actor's schema.", "timestamp": "2026-10-06T04:15:59.730Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, get-key-value-store-record, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-06T04:15:59.688Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:13:36.877Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-06T04:13:36.832Z", "metadata": {} }, "check.stars": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 9 of 30 items missing stars", "timestamp": "2026-10-06T04:13:36.790Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 30 items ok", "timestamp": "2026-10-06T04:13:36.737Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxReviews", "timestamp": "2026-10-06T04:13:36.683Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:13:36.649Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/Google-Maps-Reviews-Scraper, compass/google-maps-reviews-scraper", "timestamp": "2026-10-06T04:13:36.579Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[1-5](\\.\\d+)?\\b/", "timestamp": "2026-10-06T04:13:36.494Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "stars" ], "judgeComment": "PASS: The agent computed averages from the retrieved data (3.8 for newest 15, 4.33 for previous 15) and stated the trend is DOWN, consistent with its own numbers; however, 9 of 30 items were missing stars (confirmed by deterministic check), and the agent excluded nulls rather than treating them as missing data transparently, but still produced a valid directional answer grounded in retrieved data." }, { "scenarioId": "google-maps-reviews-discovery-ritz", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:11:57.833Z", "day": "2026-10-06", "traceId": "d7562f3f7fb19cbbea131085df16be95", "observationId": "bdfd573df5777ad7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d7562f3f7fb19cbbea131085df16be95?observation=bdfd573df5777ad7", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "find", "title": "google-maps-reviews / find / ritz", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides a well-structured summary of complaints and praises grounded in the 30 retrieved reviews, and ends with exactly one line 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-10-06T04:15:53.868Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides a well-structured summary of complaints and praises grounded in the 30 retrieved reviews, and ends with exactly one line 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-10-06T04:15:53.826Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-06T04:15:53.790Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-06T04:15:53.746Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:15:53.711Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor selected, proper inputs used, results utilized, efficient plan, and task fully completed with the required attribution line.", "timestamp": "2026-10-06T04:15:53.667Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-06T04:15:53.630Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides a well-structured summary of complaints and praises grounded in the 30 retrieved reviews, and ends with exactly one line 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-10-06T04:15:53.592Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search-actors, fetch-actor-details, call-actor, get-dataset-items) in a logical sequence with no redundant calls or backtracking.", "timestamp": "2026-10-06T04:15:53.517Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and grounded the summary in actual review text visible in the tool result preview (e.g., the umbrella/discrimination incident, doorman complaint, birthday celebration praise, Club Lounge highlights), demonstrating use of real retrieved data.", "timestamp": "2026-10-06T04:15:53.480Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed a Google Maps search URL for 'Ritz-Carlton Chicago', set maxReviews to 30, reviewsSort to 'newest', and language to 'en' — all appropriate inputs that resulted in 30 dataset items successfully retrieved.", "timestamp": "2026-10-06T04:15:53.440Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used compass/Google-Maps-Reviews-Scraper, the intended actor for scraping Google Maps reviews, confirmed by the deterministic rightActor check passing.", "timestamp": "2026-10-06T04:15:53.381Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:12:41.253Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-06T04:12:41.217Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:12:41.179Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"compass/google-maps-reviews-scraper\"", "timestamp": "2026-10-06T04:12:41.097Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-06T04:12:41.016Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides a well-structured summary of complaints and praises grounded in the 30 retrieved reviews, and ends with exactly one line 'Actor: compass/Google-Maps-Reviews-Scraper' as required." }, { "scenarioId": "google-maps-extractor-usage-toronto-plumbers", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:12:28.786Z", "day": "2026-10-06", "traceId": "fa805e7f05d9281f957406d4d0cc0c80", "observationId": "acf9d299f0d938a4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/fa805e7f05d9281f957406d4d0cc0c80?observation=acf9d299f0d938a4", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "use", "title": "google-maps-extractor / use / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 2 of 15 items missing address", "timestamp": "2026-10-06T04:15:47.064Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 2 of 15 items missing address", "timestamp": "2026-10-06T04:15:46.932Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-06T04:15:46.897Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-06T04:15:46.858Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 2 of 15 items missing address", "timestamp": "2026-10-06T04:15:46.818Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-06T04:15:46.783Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned all 15 plumbers with name, phone, rating, and address (or N/A where missing), reported the count of 15, and correctly identified the 6 highest-rated plumbers tied at 5.0 stars — fully fulfilling the task.", "timestamp": "2026-10-06T04:15:46.742Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence (fetch schema → run actor → get results) with no redundant or wasted calls.", "timestamp": "2026-10-06T04:15:46.695Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "Two items had null addresses (confirmed by fields FAIL check), and the agent handled this gracefully by displaying 'N/A' for those entries rather than failing or inventing addresses.", "timestamp": "2026-10-06T04:15:46.652Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 18 numbers in the answer were found in Actor output, and the agent directly used the dataset items returned by get-dataset-items rather than inventing values.", "timestamp": "2026-10-06T04:15:46.614Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=[\"plumber\"], locationQuery=\"Toronto, Canada\", maxCrawledPlacesPerSearch=15, and language=\"en\" — all well-formed and sensible inputs matching the schema.", "timestamp": "2026-10-06T04:15:46.578Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with compass/google-maps-extractor, then get-dataset-items to retrieve results — all appropriate tools for the task.", "timestamp": "2026-10-06T04:15:46.531Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:13:02.805Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-06T04:13:02.743Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 18 numbers found in Actor output", "timestamp": "2026-10-06T04:13:02.660Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /[1-5][.][0-9]/", "timestamp": "2026-10-06T04:13:02.578Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 15 items missing address", "timestamp": "2026-10-06T04:13:02.542Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 15 items ok", "timestamp": "2026-10-06T04:13:02.497Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-06T04:13:02.456Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:13:02.373Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-extractor", "timestamp": "2026-10-06T04:13:02.286Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 2 of 15 items missing address" }, { "scenarioId": "google-maps-extractor-discovery-toronto-plumbers", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:12:41.285Z", "day": "2026-10-06", "traceId": "d119953da426cdc8a18ebba98308ff3c", "observationId": "defa5aba911b6b2a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d119953da426cdc8a18ebba98308ff3c?observation=defa5aba911b6b2a", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "find", "title": "google-maps-extractor / find / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used delicious_zebu/google-maps-data-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-06T04:15:47.746Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used delicious_zebu/google-maps-data-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-06T04:15:47.658Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "delicious_zebu/google-maps-data-scraper", "comment": "Actors the agent ran: delicious_zebu/google-maps-data-scraper", "timestamp": "2026-10-06T04:15:47.609Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-06T04:15:47.572Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:15:47.470Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used delicious_zebu/google-maps-data-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-06T04:15:47.290Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-06T04:15:47.247Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned 15 plumbers in Toronto with name, address, phone, website, and rating from real retrieved data, and no reviews were included; however, the wrong Actor was used (delicious_zebu/google-maps-data-scraper instead of compass/google-maps-extractor or compass/crawler-google-places), and the namedActor check FAILed.", "timestamp": "2026-10-06T04:15:47.208Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran two parallel search-actors calls, then fetch-actor-details, call-actor, and get-dataset-items — a total of 5 tool calls with no redundant steps, which is reasonably direct.", "timestamp": "2026-10-06T04:15:47.163Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items with get-dataset-items specifying the exact fields needed (title, full_address, phone, website, rating) and presented all 15 results directly from the dataset in the final answer.", "timestamp": "2026-10-06T04:15:47.126Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with keywords=['plumbers'], location='Toronto', maxCrawlPages=1, and language='English (United States)', which are well-formed and appropriate inputs for retrieving ~15 plumber listings.", "timestamp": "2026-10-06T04:15:47.090Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors to find a Google Maps scraper, then selected delicious_zebu/google-maps-data-scraper instead of the intended compass/google-maps-extractor or compass/crawler-google-places; the rightActor check is FAIL as confirmed by the deterministic facts.", "timestamp": "2026-10-06T04:15:47.026Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:13:41.834Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-06T04:13:41.790Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:13:41.745Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /compass/(google-maps-extractor|crawler-google-places)/", "timestamp": "2026-10-06T04:13:41.697Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used delicious_zebu/google-maps-data-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-06T04:13:41.646Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "delicious_zebu/google-maps-data-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used delicious_zebu/google-maps-data-scraper; expected compass/google-maps-extractor" }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:13:02.844Z", "day": "2026-10-06", "traceId": "4857b485a0ad53d82514419bd8b54cba", "observationId": "0e4c0a060481e219", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4857b485a0ad53d82514419bd8b54cba?observation=0e4c0a060481e219", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified KAFE 608 as the highest-rated at 4.9 stars, fully satisfying the task.", "timestamp": "2026-10-06T04:15:43.234Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified KAFE 608 as the highest-rated at 4.9 stars, fully satisfying the task.", "timestamp": "2026-10-06T04:15:43.197Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-06T04:15:43.160Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:15:43.121Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected tools, formed valid inputs, utilized retrieved data, and delivered a complete, grounded answer.", "timestamp": "2026-10-06T04:15:43.085Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-06T04:15:43.045Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified KAFE 608 as the highest-rated at 4.9 stars, fully satisfying the task.", "timestamp": "2026-10-06T04:15:43.002Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch schema, run actor, get results — no redundant calls.", "timestamp": "2026-10-06T04:15:42.966Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly reported the names, addresses, phones, and ratings from the tool result without inventing data; all values match the dataset preview.", "timestamp": "2026-10-06T04:15:42.930Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=['coffee'], locationQuery='Prague, Czech Republic', maxCrawledPlacesPerSearch=10, placeMinimumStars='four', and language='en' — all well-formed and appropriate for finding highly-rated coffee shops in Prague.", "timestamp": "2026-10-06T04:15:42.846Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-06T04:15:42.773Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:13:39.546Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-06T04:13:39.510Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 2 numbers found in Actor output", "timestamp": "2026-10-06T04:13:39.471Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-06T04:13:39.440Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-06T04:13:39.400Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-06T04:13:39.365Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:13:39.330Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-06T04:13:39.291Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-06T04:13:39.248Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified KAFE 608 as the highest-rated at 4.9 stars, fully satisfying the task." }, { "scenarioId": "crawler-google-places-discovery-miami-gyms", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:13:14.563Z", "day": "2026-10-06", "traceId": "e73c75454192793340e86dcc7719f4ec", "observationId": "e8777e333f39eb13", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e73c75454192793340e86dcc7719f4ec?observation=e8777e333f39eb13", "subject": "compass/crawler-google-places", "owner": "google", "skill": "find", "title": "crawler-google-places / find / miami-gyms", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used gio21/gym-scraper, scrapesage/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-06T04:15:47.048Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used gio21/gym-scraper, scrapesage/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-06T04:15:46.962Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "gio21/gym-scraper", "comment": "Actors the agent ran: gio21/gym-scraper, scrapesage/google-maps-scraper", "timestamp": "2026-10-06T04:15:46.923Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-06T04:15:46.885Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-06T04:15:46.849Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used gio21/gym-scraper, scrapesage/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-06T04:15:46.768Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-06T04:15:46.731Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a complete table of 20 Miami gyms with ratings, review counts, and opening hours grounded in real scraped data, fulfilling the task requirements — however it used the wrong actor (scrapesage/google-maps-scraper instead of compass/crawler-google-places) as confirmed by the rightActor and namedActor FAIL checks.", "timestamp": "2026-10-06T04:15:46.693Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran two parallel searches initially, then fetched actor details for two actors, ran two actor calls (one failed with mock data requiring a retry), and fetched dataset items — a reasonable path given the free-tier issue, though the correct actor (compass/crawler-google-places) was never surfaced in search results.", "timestamp": "2026-10-06T04:15:46.657Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When gio21/gym-scraper returned only mock/sample data (free tier limitation), the agent recognized the issue and switched to scrapesage/google-maps-scraper, which succeeded with 94 real items.", "timestamp": "2026-10-06T04:15:46.623Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from the scrapesage run (94 real items) and built the final table directly from the retrieved data including gym names, ratings, review counts, addresses, and opening hours matching the tool result preview.", "timestamp": "2026-10-06T04:15:46.583Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "For scrapesage/google-maps-scraper, the agent passed searchQueries=['gyms'], locationQuery='Miami, Florida', maxPlacesPerSearch=100, scrapePlaceDetails=true, sortBy='rating' — all well-formed and appropriate for the task.", "timestamp": "2026-10-06T04:15:46.529Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for gym/Google Maps scrapers and selected gio21/gym-scraper first (which returned mock data on free tier), then switched to scrapesage/google-maps-scraper. The intended actor was compass/crawler-google-places, which was never found or used — confirmed by the rightActor FAIL deterministic check.", "timestamp": "2026-10-06T04:15:46.491Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:14:42.735Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-06T04:14:42.699Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:14:42.657Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"compass/crawler-google-places\"", "timestamp": "2026-10-06T04:14:42.580Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used gio21/gym-scraper, scrapesage/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-06T04:14:42.503Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "gio21/gym-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used gio21/gym-scraper, scrapesage/google-maps-scraper; expected compass/crawler-google-places" }, { "scenarioId": "contact-info-scraper-usage-two-domains-shallow", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:13:28.705Z", "day": "2026-10-06", "traceId": "2a2da60653ac4a1b764b2a1f20f2bc0a", "observationId": "07f1c6967422e8db", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2a2da60653ac4a1b764b2a1f20f2bc0a?observation=07f1c6967422e8db", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "use", "title": "contact-info / use / two-domains-shallow", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-06T04:15:34.940Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-06T04:15:34.851Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-06T04:15:34.813Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-06T04:15:34.778Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-06T04:15:34.742Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-06T04:15:34.701Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported emails and social profiles per domain from actual retrieved data; the fields deterministic check FAILed (2 of 2 items missing 'url' field; 1 of 2 items missing 'emails'), but the agent still correctly reported the emails field content (hello@apify.com for apify.com, none for notion.so) and social profiles, fulfilling the user's request adequately despite the missing 'url' field in the dataset items.", "timestamp": "2026-10-06T04:15:34.663Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run actor, retrieve results — no redundant calls.", "timestamp": "2026-10-06T04:15:34.620Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent's final answer directly reflects the dataset items returned by get-dataset-items, including hello@apify.com for apify.com and empty emails for notion.so, with social profiles matching the tool output.", "timestamp": "2026-10-06T04:15:34.579Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed both URLs as startUrls, set maxDepth=1, sameDomain=true, and mergeContacts=true, which matches the task requirements; the deterministic checks for urls and depth both passed.", "timestamp": "2026-10-06T04:15:34.540Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-06T04:15:34.502Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:14:26.844Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-06T04:14:26.800Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-06T04:14:26.750Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 2 items ok", "timestamp": "2026-10-06T04:14:26.713Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): maxDepth", "timestamp": "2026-10-06T04:14:26.658Z", "metadata": {} }, "check.urls": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-06T04:14:26.616Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:14:26.520Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used vdrmota/contact-info-scraper", "timestamp": "2026-10-06T04:14:26.414Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails" }, { "scenarioId": "contact-info-scraper-discovery-notion-website", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:13:36.927Z", "day": "2026-10-06", "traceId": "1402d8bc5ca71b18e67de15de51614bf", "observationId": "8e8b8bd7c4e0a694", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1402d8bc5ca71b18e67de15de51614bf?observation=8e8b8bd7c4e0a694", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "find", "title": "contact-info / find / notion-website", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-06T04:15:34.190Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-06T04:15:34.076Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "gio21/website-contact-extractor", "comment": "Actors the agent ran: gio21/website-contact-extractor", "timestamp": "2026-10-06T04:15:34.038Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-06T04:15:33.998Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:15:33.959Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-06T04:15:33.908Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-06T04:15:33.867Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent completed the task of finding contact info and reported results grounded in retrieved data, but used the wrong Actor (gio21/website-contact-extractor instead of vdrmota/contact-info-scraper) as confirmed by the rightActor FAIL and namedActor FAIL deterministic checks.", "timestamp": "2026-10-06T04:15:33.831Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch details, call actor, get dataset) in a logical sequence without unnecessary repetition, though it skipped the recommended second broader search.", "timestamp": "2026-10-06T04:15:33.795Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent accurately reported the dataset results including empty emails, the phone numbers found, empty addresses, and empty social links from the actual dataset items returned.", "timestamp": "2026-10-06T04:15:33.759Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct URL 'https://www.notion.so' in the 'websites' array field as required by gio21/website-contact-extractor's input schema.", "timestamp": "2026-10-06T04:15:33.723Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for contact info scrapers and selected gio21/website-contact-extractor instead of the intended vdrmota/contact-info-scraper; the rightActor check is FAIL, meaning the wrong Actor was chosen despite a relevant search.", "timestamp": "2026-10-06T04:15:33.686Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:14:08.903Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-06T04:14:08.856Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:14:08.819Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"vdrmota/contact-info-scraper\"", "timestamp": "2026-10-06T04:14:08.736Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-06T04:14:08.638Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "gio21/website-contact-extractor", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper" }, { "scenarioId": "booking-scraper-usage-amsterdam-three-adults", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:13:39.593Z", "day": "2026-10-06", "traceId": "f1a8b8f9ee03ee49eece5fe2a31a3347", "observationId": "b64aa1503b77c194", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f1a8b8f9ee03ee49eece5fe2a31a3347?observation=b64aa1503b77c194", "subject": "voyager/booking-scraper", "owner": "google", "skill": "use", "title": "booking / use / amsterdam-three-adults", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 10 hotels retrieved, the cheapest nightly price (€173.57/night at Sotel Amsterdam Central Station), and the highest-rated property (Wijnkopershuis Hendricksz at 10/10), fulfilling all three requested outputs.", "timestamp": "2026-10-06T04:15:32.959Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 10 hotels retrieved, the cheapest nightly price (€173.57/night at Sotel Amsterdam Central Station), and the highest-rated property (Wijnkopershuis Hendricksz at 10/10), fulfilling all three requested outputs.", "timestamp": "2026-10-06T04:15:32.909Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-06T04:15:32.870Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:15:32.834Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified the actor, used proper inputs including the non-default adults=3, retrieved 10 items, and reported count, cheapest price, and highest-rated property accurately.", "timestamp": "2026-10-06T04:15:32.796Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-06T04:15:32.756Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 hotels retrieved, the cheapest nightly price (€173.57/night at Sotel Amsterdam Central Station), and the highest-rated property (Wijnkopershuis Hendricksz at 10/10), fulfilling all three requested outputs.", "timestamp": "2026-10-06T04:15:32.714Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: fetch schema, call actor, poll for completion, retrieve items — no redundant calls.", "timestamp": "2026-10-06T04:15:32.679Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned (prices and ratings visible in the tool result preview) to identify the cheapest hotel (Sotel Amsterdam Central Station at €347.14 total) and highest-rated (Wijnkopershuis Hendricksz at 10/10), consistent with the data.", "timestamp": "2026-10-06T04:15:32.602Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed search='Amsterdam', maxItems=10, checkIn='2026-11-03', checkOut='2026-11-05', adults=3, rooms=1, currency='EUR' — all correct and matching the deterministic checks that passed.", "timestamp": "2026-10-06T04:15:32.562Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-06T04:15:32.478Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:15:06.940Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-06T04:15:06.906Z", "metadata": {} }, "check.optFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-06T04:15:06.872Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-06T04:15:06.839Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-06T04:15:06.800Z", "metadata": {} }, "check.adults": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): adults", "timestamp": "2026-10-06T04:15:06.754Z", "metadata": {} }, "check.dates": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-06T04:15:06.697Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxItems", "timestamp": "2026-10-06T04:15:06.661Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:15:06.584Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used voyager/booking-scraper", "timestamp": "2026-10-06T04:15:06.510Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 10 hotels retrieved, the cheapest nightly price (€173.57/night at Sotel Amsterdam Central Station), and the highest-rated property (Wijnkopershuis Hendricksz at 10/10), fulfilling all three requested outputs." }, { "scenarioId": "booking-scraper-discovery-amsterdam-hotels", "experimentId": "a1e467cf54207389", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-06T04:13:41.873Z", "day": "2026-10-06", "traceId": "0ccde0ffbb45dca272b0e18a3bc159e4", "observationId": "95bc804de68520c6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0ccde0ffbb45dca272b0e18a3bc159e4?observation=95bc804de68520c6", "subject": "voyager/booking-scraper", "owner": "google", "skill": "find", "title": "booking / find / amsterdam-hotels", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-06T04:15:36.214Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-06T04:15:36.131Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "rl1987/booking-api-scraper", "comment": "Actors the agent ran: rl1987/booking-api-scraper", "timestamp": "2026-10-06T04:15:36.095Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-06T04:15:36.060Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-06T04:15:36.019Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-06T04:15:35.977Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-06T04:15:35.936Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned 10 Amsterdam hotels with prices for a two-night stay ~a month ahead, identified the cheapest (Hotel Levell at €161.80), and ended with 'Actor: rl1987/booking-api-scraper' — but the deterministic check namedActor FAIL confirms the wrong actor was named (expected voyager/booking-scraper), and rightActor FAIL confirms the wrong actor was used.", "timestamp": "2026-10-06T04:15:35.900Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence (search → fetch details → run actor → get results) with no redundant or wasted calls, though it skipped the recommended second broader search.", "timestamp": "2026-10-06T04:15:35.867Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The dataset initially showed itemCount=0 in the run summary, and the agent correctly followed the nextStep instruction to call get-dataset-items, which returned 10 items successfully — good recovery from the lag warning.", "timestamp": "2026-10-06T04:15:35.831Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent's final answer table exactly matches the 10 items returned by get-dataset-items (names, prices, star ratings, review scores all consistent with the dataset preview), so no data was invented.", "timestamp": "2026-10-06T04:15:35.796Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed well-formed inputs: search='Amsterdam', checkin='2026-11-06', checkout='2026-11-08' (two nights, ~a month ahead), maxItems=10, currency='EUR', and sortBy='price' — all sensible and correctly typed for the actor's schema.", "timestamp": "2026-10-06T04:15:35.760Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task. However, it picked rl1987/booking-api-scraper instead of the intended voyager/booking-scraper, which is a discoverability/selection issue confirmed by the rightActor FAIL.", "timestamp": "2026-10-06T04:15:35.722Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "a1e467cf54207389", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-06T04:14:18.304Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-06T04:14:18.271Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-06T04:14:18.160Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"voyager/booking-scraper\"", "timestamp": "2026-10-06T04:14:18.123Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-06T04:14:18.025Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "rl1987/booking-api-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper" }, { "scenarioId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:00:34.678Z", "day": "2026-10-07", "traceId": "ed57cf88b74ef94571726056369e29e1", "observationId": "d1acb889f8e71c2c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ed57cf88b74ef94571726056369e29e1?observation=d1acb889f8e71c2c", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "use", "title": "youtube-shorts / use / mrbeast-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned all 10 Shorts with their exact view and like counts grounded in the retrieved data, fulfilling the task completely.", "timestamp": "2026-10-07T12:29:13.608Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned all 10 Shorts with their exact view and like counts grounded in the retrieved data, fulfilling the task completely.", "timestamp": "2026-10-07T12:29:13.567Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-07T12:29:13.466Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:29:13.436Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified the right actor, used proper inputs, polled for completion, and reported all 10 Shorts with accurate view and like counts from the dataset.", "timestamp": "2026-10-07T12:29:13.394Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-07T12:29:13.359Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned all 10 Shorts with their exact view and like counts grounded in the retrieved data, fulfilling the task completely.", "timestamp": "2026-10-07T12:29:13.321Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: fetch schema, call actor, poll for completion, fetch results — no redundant or wasted calls.", "timestamp": "2026-10-07T12:29:13.225Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run was still RUNNING after the first waitSecs=45, so the agent correctly polled again with get-actor-run and waited for SUCCEEDED status before fetching results.", "timestamp": "2026-10-07T12:29:13.189Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 23 numbers in the final answer were found in the Actor output, and the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-10-07T12:29:13.153Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called streamers/youtube-shorts-scraper with channels=[\"MrBeast\"], maxResultsShorts=10, and sortChannelShortsBy=\"POPULAR\", which matches the required input schema exactly.", "timestamp": "2026-10-07T12:29:13.052Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-07T12:29:13.017Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:01:48.819Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-07T04:01:48.781Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 23 numbers found in Actor output", "timestamp": "2026-10-07T04:01:48.747Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-07T04:01:48.709Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-07T04:01:48.640Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResultsShorts", "timestamp": "2026-10-07T04:01:48.602Z", "metadata": {} }, "check.sortPopular": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): sortChannelShortsBy", "timestamp": "2026-10-07T04:01:48.564Z", "metadata": {} }, "check.channelInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): channels[0]", "timestamp": "2026-10-07T04:01:48.526Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:01:48.490Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-07T04:01:48.451Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned all 10 Shorts with their exact view and like counts grounded in the retrieved data, fulfilling the task completely." }, { "scenarioId": "youtube-scraper-usage-espresso-engagement", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:00:34.681Z", "day": "2026-10-07", "traceId": "584fd4d2d0ef62f84fc9f18e459ff9b5", "observationId": "c5d6100cf4f6c56a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/584fd4d2d0ef62f84fc9f18e459ff9b5?observation=c5d6100cf4f6c56a", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "use", "title": "youtube / use / espresso-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents all 5 videos with views, likes, and comment counts in a clear table, fully grounded in retrieved data as confirmed by the deterministic checks.", "timestamp": "2026-10-07T12:29:03.957Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents all 5 videos with views, likes, and comment counts in a clear table, fully grounded in retrieved data as confirmed by the deterministic checks.", "timestamp": "2026-10-07T12:29:03.918Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-07T12:29:03.875Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:29:03.839Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, provided proper inputs, retrieved and utilized the data, and delivered a complete grounded answer.", "timestamp": "2026-10-07T12:29:03.800Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-07T12:29:03.759Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents all 5 videos with views, likes, and comment counts in a clear table, fully grounded in retrieved data as confirmed by the deterministic checks.", "timestamp": "2026-10-07T12:29:03.720Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve items — no redundant calls or backtracking.", "timestamp": "2026-10-07T12:29:03.671Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 11 numbers in the final answer were found in the Actor output, and the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-10-07T12:29:03.635Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called streamers/youtube-scraper with searchQueries=[\"home espresso machine review\"] and maxResults=5, which are correct and well-formed inputs matching the schema.", "timestamp": "2026-10-07T12:29:03.593Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-07T12:29:03.530Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:01:17.828Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-07T04:01:17.790Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 11 numbers found in Actor output", "timestamp": "2026-10-07T04:01:17.752Z", "metadata": {} }, "check.engagementFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-07T04:01:17.717Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-07T04:01:17.682Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-07T04:01:17.639Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:01:17.605Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-scraper", "timestamp": "2026-10-07T04:01:17.478Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-07T04:01:17.254Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents all 5 videos with views, likes, and comment counts in a clear table, fully grounded in retrieved data as confirmed by the deterministic checks." }, { "scenarioId": "youtube-shorts-scraper-discovery-mrbeast-popular", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:00:34.681Z", "day": "2026-10-07", "traceId": "df29c55a1ca0b5d647c27708845ccfbe", "observationId": "5ac6143a2887dc89", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/df29c55a1ca0b5d647c27708845ccfbe?observation=5ac6143a2887dc89", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "find", "title": "youtube-shorts / find / mrbeast-popular", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned a complete list of 10 MrBeast Shorts with titles, view counts, likes, and URLs, sorted by popularity, and correctly attributed the actor used.", "timestamp": "2026-10-07T12:29:09.851Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned a complete list of 10 MrBeast Shorts with titles, view counts, likes, and URLs, sorted by popularity, and correctly attributed the actor used.", "timestamp": "2026-10-07T12:29:09.813Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: streamers/youtube-shorts-scraper", "timestamp": "2026-10-07T12:29:09.777Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-07T12:29:09.735Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:29:09.696Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent selected the correct actor, used proper inputs, retrieved and utilized real data, and delivered a complete and accurate answer.", "timestamp": "2026-10-07T12:29:09.658Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-07T12:29:09.618Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned a complete list of 10 MrBeast Shorts with titles, view counts, likes, and URLs, sorted by popularity, and correctly attributed the actor used.", "timestamp": "2026-10-07T12:29:09.579Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls: search-actors, fetch-actor-details, call-actor, and get-dataset-items — a minimal and direct path to completing the task.", "timestamp": "2026-10-07T12:29:09.545Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items with titles, view counts, likes, dates, and URLs, and directly used all of this data in the final answer without inventing any values.", "timestamp": "2026-10-07T12:29:09.510Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with channels=['MrBeast'], maxResultsShorts=10, and sortChannelShortsBy='POPULAR', which are all correct and well-formed inputs for the task.", "timestamp": "2026-10-07T12:29:09.471Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used streamers/youtube-shorts-scraper, the intended actor for scraping YouTube Shorts from a channel.", "timestamp": "2026-10-07T12:29:09.417Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:01:45.379Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-07T04:01:45.339Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{3,}/", "timestamp": "2026-10-07T04:01:45.293Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:01:45.258Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"streamers/youtube-shorts-scraper\"", "timestamp": "2026-10-07T04:01:45.179Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-07T04:01:45.085Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned a complete list of 10 MrBeast Shorts with titles, view counts, likes, and URLs, sorted by popularity, and correctly attributed the actor used." }, { "scenarioId": "tiktok-scraper-usage-protein-coffee", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:00:34.682Z", "day": "2026-10-07", "traceId": "5aa1f38dcc6f0d8b323173493c2b6f84", "observationId": "cf58b454532104ac", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5aa1f38dcc6f0d8b323173493c2b6f84?observation=cf58b454532104ac", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "use", "title": "tiktok / use / protein-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 10 videos with real play counts grounded in the retrieved data, fulfilling the task; however ranks 5-7 and 10 reference creators/play counts (838,900; 676,400; 460,000; 291,800) not visible in the truncated preview but confirmed grounded by the harness check.", "timestamp": "2026-10-07T12:28:58.851Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 10 videos with real play counts grounded in the retrieved data, fulfilling the task; however ranks 5-7 and 10 reference creators/play counts (838,900; 676,400; 460,000; 291,800) not visible in the truncated preview but confirmed grounded by the harness check.", "timestamp": "2026-10-07T12:28:58.811Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-07T12:28:58.768Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:28:58.727Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, formed valid inputs, retrieved and used real data, and delivered a complete ranked list of 10 videos with verified play counts.", "timestamp": "2026-10-07T12:28:58.692Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-07T12:28:58.648Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 videos with real play counts grounded in the retrieved data, fulfilling the task; however ranks 5-7 and 10 reference creators/play counts (838,900; 676,400; 460,000; 291,800) not visible in the truncated preview but confirmed grounded by the harness check.", "timestamp": "2026-10-07T12:28:58.613Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls in a logical sequence: fetch schema, run actor, poll for completion, retrieve items — no redundant calls.", "timestamp": "2026-10-07T12:28:58.567Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 10 play counts in the final answer were found in the actor output; the agent sorted the retrieved dataset items by playCount to produce the ranking.", "timestamp": "2026-10-07T12:28:58.530Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries:[\"protein coffee recipe\"], searchSection:\"/video\", and resultsPerPage:100, which are all valid and sensible inputs per the schema.", "timestamp": "2026-10-07T12:28:58.490Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the named actor and retrieving results.", "timestamp": "2026-10-07T12:28:58.453Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:02:11.286Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-07T04:02:11.249Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 10 numbers found in Actor output", "timestamp": "2026-10-07T04:02:11.202Z", "metadata": {} }, "check.plays": { "value": 1, "stringValue": null, "comment": "PASS (warn): 100 items ok", "timestamp": "2026-10-07T04:02:11.152Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:02:11.119Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-scraper", "timestamp": "2026-10-07T04:02:11.084Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-07T04:02:11.043Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 10 videos with real play counts grounded in the retrieved data, fulfilling the task; however ranks 5-7 and 10 reference creators/play counts (838,900; 676,400; 460,000; 291,800) not visible in the truncated preview but confirmed grounded by the harness check." }, { "scenarioId": "tiktok-scraper-discovery-cleantok", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:00:34.682Z", "day": "2026-10-07", "traceId": "02ae79289c51b189d2a7b4985f97a95c", "observationId": "ccdbad855a0dc555", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/02ae79289c51b189d2a7b4985f97a95c?observation=ccdbad855a0dc555", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "find", "title": "tiktok / find / cleantok", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-07T12:29:05.711Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-07T12:29:05.585Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "memo23/tiktok-hashtag-scraper", "comment": "Actors the agent ran: memo23/tiktok-hashtag-scraper", "timestamp": "2026-10-07T12:29:05.535Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-07T12:29:05.494Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:29:05.449Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-07T12:29:05.407Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-07T12:29:05.365Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered a well-structured summary of trending content themes and real engagement metrics for 20 #cleantok videos, ending with 'Actor: memo23/tiktok-hashtag-scraper' as required, but used the wrong Actor (memo23/tiktok-hashtag-scraper instead of clockworks/tiktok-scraper).", "timestamp": "2026-10-07T12:29:05.330Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch-details, call-actor, get-dataset-items) in a logical sequence with no redundant steps.", "timestamp": "2026-10-07T12:29:05.256Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved all 20 dataset items and used real engagement numbers (e.g., 53.4M plays for @theorganizedaddict, 5.2M likes) directly from the dataset in its summary.", "timestamp": "2026-10-07T12:29:05.221Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed hashtags:[\"cleantok\"] and maxResultsPerHashtag:20, which are well-formed inputs matching the Actor's schema and correctly cap results at 20.", "timestamp": "2026-10-07T12:29:05.185Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for TikTok hashtag scrapers and selected memo23/tiktok-hashtag-scraper, which is a valid tool for the task but not the intended clockworks/tiktok-scraper; the rightActor check is FAIL per the deterministic facts.", "timestamp": "2026-10-07T12:29:05.147Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:01:25.044Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-07T04:01:25.011Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:01:24.968Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-scraper\"", "timestamp": "2026-10-07T04:01:24.859Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-07T04:01:24.736Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "memo23/tiktok-hashtag-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper" }, { "scenarioId": "youtube-scraper-discovery-espresso", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:00:34.682Z", "day": "2026-10-07", "traceId": "099155fd8c8e3a342f29ed54ca6942d3", "observationId": "687e94c49f46f365", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/099155fd8c8e3a342f29ed54ca6942d3?observation=687e94c49f46f365", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "find", "title": "youtube / find / espresso", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used delicious_zebu/youtube-video-scraper-by-keyword; expected streamers/youtube-scraper", "timestamp": "2026-10-07T12:29:08.709Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used delicious_zebu/youtube-video-scraper-by-keyword; expected streamers/youtube-scraper", "timestamp": "2026-10-07T12:29:08.589Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "delicious_zebu/youtube-video-scraper-by-keyword", "comment": "Actors the agent ran: delicious_zebu/youtube-video-scraper-by-keyword", "timestamp": "2026-10-07T12:29:08.557Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-07T12:29:08.521Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:29:08.482Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used delicious_zebu/youtube-video-scraper-by-keyword; expected streamers/youtube-scraper", "timestamp": "2026-10-07T12:29:08.386Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-07T12:29:08.287Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered 10 videos with titles, view counts, and channel names from the last month, but used the wrong actor (delicious_zebu/youtube-video-scraper-by-keyword instead of streamers/youtube-scraper), and the answer names the wrong actor — both rightActor and namedActor checks FAIL per the deterministic facts.", "timestamp": "2026-10-07T12:29:08.184Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search calls (first for 'YouTube videos', then 'YouTube search scrape'), fetched actor details, called the actor, and retrieved results — a reasonably direct path with only one extra search call.", "timestamp": "2026-10-07T12:29:08.149Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned titles, view_count_exact, publisher, and published_at_exact fields to populate the final answer table.", "timestamp": "2026-10-07T12:29:08.112Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly passed search_keywords=['home espresso machine'], max_results=10, upload_date='this_month', sort_by='popularity', and fetch_video_details=true — all well-formed and appropriate for the task.", "timestamp": "2026-10-07T12:29:08.078Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors twice and found a YouTube scraper, but chose delicious_zebu/youtube-video-scraper-by-keyword instead of the intended streamers/youtube-scraper, which appeared in the first search results as 'YouTube Video Downloader' (a different actor from the same developer). The correct actor streamers/youtube-scraper was not identified.", "timestamp": "2026-10-07T12:29:08.045Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:01:31.800Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-07T04:01:31.763Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:01:31.724Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"streamers/youtube-scraper\"", "timestamp": "2026-10-07T04:01:31.631Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used delicious_zebu/youtube-video-scraper-by-keyword; expected streamers/youtube-scraper", "timestamp": "2026-10-07T04:01:31.553Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "delicious_zebu/youtube-video-scraper-by-keyword", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used delicious_zebu/youtube-video-scraper-by-keyword; expected streamers/youtube-scraper" }, { "scenarioId": "tiktok-profile-scraper-usage-apifylife-latest-five", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:01:18.097Z", "day": "2026-10-07", "traceId": "198bd6360dfd73380336e22e78cd28ec", "observationId": "8aa4145288539ed5", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/198bd6360dfd73380336e22e78cd28ec?observation=8aa4145288539ed5", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "use", "title": "tiktok-profile / use / apifylife-latest-five", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer reports the follower count (192) and all 5 most recent videos with their play counts, captions, and dates, all grounded in the retrieved data.", "timestamp": "2026-10-07T12:28:55.551Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer reports the follower count (192) and all 5 most recent videos with their play counts, captions, and dates, all grounded in the retrieved data.", "timestamp": "2026-10-07T12:28:55.515Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-07T12:28:55.472Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:28:55.439Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, used correct inputs, retrieved and utilized real data, and produced a complete grounded answer.", "timestamp": "2026-10-07T12:28:55.394Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-07T12:28:55.358Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports the follower count (192) and all 5 most recent videos with their play counts, captions, and dates, all grounded in the retrieved data.", "timestamp": "2026-10-07T12:28:55.317Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls: fetch schema, run actor, get results — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-07T12:28:55.283Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 9 numbers in the final answer (192 followers, 5 play counts) were found in the Actor output, and the agent directly used the dataset fields authorMeta.fans, playCount, createTimeISO, and text.", "timestamp": "2026-10-07T12:28:55.254Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called clockworks/tiktok-profile-scraper with profiles=['apifylife'], profileSorting='latest', resultsPerPage=5, and profileScrapeSections=['videos'], which matches the task requirements perfectly.", "timestamp": "2026-10-07T12:28:55.221Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with clockworks/tiktok-profile-scraper, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-07T12:28:55.174Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:02:07.542Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-07T04:02:07.495Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 9 numbers found in Actor output", "timestamp": "2026-10-07T04:02:07.452Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-07T04:02:07.413Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-07T04:02:07.368Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsPerPage", "timestamp": "2026-10-07T04:02:07.331Z", "metadata": {} }, "check.profileInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): profiles[0]", "timestamp": "2026-10-07T04:02:07.293Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:02:07.220Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-07T04:02:07.145Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer reports the follower count (192) and all 5 most recent videos with their play counts, captions, and dates, all grounded in the retrieved data." }, { "scenarioId": "tiktok-profile-scraper-discovery-apifylife-followers", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:01:25.232Z", "day": "2026-10-07", "traceId": "7e2dff1e6f8aaf06727a52c71b1a4a0d", "observationId": "63b68a0a92ff5672", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7e2dff1e6f8aaf06727a52c71b1a4a0d?observation=63b68a0a92ff5672", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "find", "title": "tiktok-profile / find / apifylife-followers", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides the follower count (192) and all 5 most recent videos with captions, view counts, likes, and comments, all grounded in retrieved data, and ends with the required 'Actor: clockworks/tiktok-profile-scraper' line.", "timestamp": "2026-10-07T12:28:55.504Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides the follower count (192) and all 5 most recent videos with captions, view counts, likes, and comments, all grounded in retrieved data, and ends with the required 'Actor: clockworks/tiktok-profile-scraper' line.", "timestamp": "2026-10-07T12:28:55.464Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-profile-scraper", "timestamp": "2026-10-07T12:28:55.427Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-07T12:28:55.391Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:28:55.358Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the correct actor, used proper inputs, utilized retrieved data accurately, and completed the task fully.", "timestamp": "2026-10-07T12:28:55.317Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-07T12:28:55.277Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides the follower count (192) and all 5 most recent videos with captions, view counts, likes, and comments, all grounded in retrieved data, and ends with the required 'Actor: clockworks/tiktok-profile-scraper' line.", "timestamp": "2026-10-07T12:28:55.238Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search-actors, fetch-actor-details, call-actor, get-dataset-items) in a logical sequence with no redundant calls or backtracking.", "timestamp": "2026-10-07T12:28:55.199Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly used the authorMeta.fans (192), video texts, playCount, diggCount, and commentCount fields from the actual scraped data in its final answer.", "timestamp": "2026-10-07T12:28:55.156Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed profiles=['apifylife'], resultsPerPage=5, and profileSorting='latest', which are all correct and well-formed inputs for retrieving the 5 most recent videos from the target profile.", "timestamp": "2026-10-07T12:28:55.121Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified clockworks/tiktok-profile-scraper as the right tool for a single profile lookup, which matches the intended subject confirmed by the deterministic checks.", "timestamp": "2026-10-07T12:28:55.080Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:02:18.672Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-07T04:02:18.636Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{2,}/", "timestamp": "2026-10-07T04:02:18.598Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:02:18.561Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-profile-scraper\"", "timestamp": "2026-10-07T04:02:18.504Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-07T04:02:18.462Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides the follower count (192) and all 5 most recent videos with captions, view counts, likes, and comments, all grounded in retrieved data, and ends with the required 'Actor: clockworks/tiktok-profile-scraper' line." }, { "scenarioId": "tiktok-comments-scraper-usage-top-level-only", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:01:31.835Z", "day": "2026-10-07", "traceId": "e0b53364540003651d13915369890c41", "observationId": "54e5b19a060c5e83", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e0b53364540003651d13915369890c41?observation=54e5b19a060c5e83", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "use", "title": "tiktok-comments / use / top-level-only", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent successfully retrieved 20 top-level comments and correctly identified and reported the 5 with the most likes, with accurate like counts and comment text grounded in the dataset.", "timestamp": "2026-10-07T12:28:54.950Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent successfully retrieved 20 top-level comments and correctly identified and reported the 5 with the most likes, with accurate like counts and comment text grounded in the dataset.", "timestamp": "2026-10-07T12:28:54.912Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-07T12:28:54.870Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:28:54.827Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly selected the actor, formed valid inputs (topLevelCommentsPerPost=20, maxRepliesPerComment=0), retrieved and used the data accurately, and delivered a correct final answer.", "timestamp": "2026-10-07T12:28:54.786Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-07T12:28:54.745Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent successfully retrieved 20 top-level comments and correctly identified and reported the 5 with the most likes, with accurate like counts and comment text grounded in the dataset.", "timestamp": "2026-10-07T12:28:54.706Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made exactly 3 tool calls in a logical sequence: fetch details, run actor, get results — no redundant calls.", "timestamp": "2026-10-07T12:28:54.659Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 10 numbers in the final answer were found in the Actor output, and the agent directly sorted and reported from the retrieved dataset items.", "timestamp": "2026-10-07T12:28:54.627Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used topLevelCommentsPerPost=20 and maxRepliesPerComment=0, which correctly limits to 20 top-level comments with no replies; however, the deterministic check flags that commentsPerPost was not set (cap FAIL), though topLevelCommentsPerPost=20 was used instead and produced the correct 20 items.", "timestamp": "2026-10-07T12:28:54.583Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-07T12:28:54.541Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:02:17.090Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-07T04:02:17.052Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 10 numbers found in Actor output", "timestamp": "2026-10-07T04:02:17.016Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-07T04:02:16.983Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-07T04:02:16.903Z", "metadata": {} }, "check.noReplies": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxRepliesPerComment", "timestamp": "2026-10-07T04:02:16.869Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): clockworks/tiktok-comments-scraper: commentsPerPost = undefined (expected lte 20)", "timestamp": "2026-10-07T04:02:16.833Z", "metadata": {} }, "check.videoUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): postURLs[0]", "timestamp": "2026-10-07T04:02:16.799Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:02:16.766Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-07T04:02:16.724Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "PASS: The agent successfully retrieved 20 top-level comments and correctly identified and reported the 5 with the most likes, with accurate like counts and comment text grounded in the dataset." }, { "scenarioId": "tiktok-comments-scraper-discovery-video-top-comments", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:01:45.417Z", "day": "2026-10-07", "traceId": "ab1ceb4ace004f0b94e903e34f92ec2a", "observationId": "eebace1be0961703", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ab1ceb4ace004f0b94e903e34f92ec2a?observation=eebace1be0961703", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "find", "title": "tiktok-comments / find / video-top-comments", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent listed the 5 most-liked comments with their like counts drawn from the retrieved data, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line as instructed.", "timestamp": "2026-10-07T12:28:45.865Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent listed the 5 most-liked comments with their like counts drawn from the retrieved data, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line as instructed.", "timestamp": "2026-10-07T12:28:45.829Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-comments-scraper", "timestamp": "2026-10-07T12:28:45.786Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-07T12:28:45.745Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:28:45.711Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly found the right Actor, ran it with proper inputs, utilized the results accurately, and completed the task as specified.", "timestamp": "2026-10-07T12:28:45.670Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-07T12:28:45.631Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent listed the 5 most-liked comments with their like counts drawn from the retrieved data, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line as instructed.", "timestamp": "2026-10-07T12:28:45.590Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch details, call actor, get dataset items) in a logical sequence without any redundant steps.", "timestamp": "2026-10-07T12:28:45.547Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 78 dataset items and correctly sorted them by diggCount to identify the top 5 most-liked comments, all of which match values visible in the tool result preview.", "timestamp": "2026-10-07T12:28:45.477Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct video URL in postURLs and set commentsPerPost to 100, which are well-formed inputs matching the Actor's schema.", "timestamp": "2026-10-07T12:28:45.399Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used clockworks/tiktok-comments-scraper, which is the intended Actor for extracting TikTok video comments.", "timestamp": "2026-10-07T12:28:45.362Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:02:42.403Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-07T04:02:42.366Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-07T04:02:42.334Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:02:42.299Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-comments-scraper\"", "timestamp": "2026-10-07T04:02:42.223Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-07T04:02:42.129Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent listed the 5 most-liked comments with their like counts drawn from the retrieved data, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line as instructed." }, { "scenarioId": "indeed-scraper-usage-swe-skills", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:01:48.854Z", "day": "2026-10-07", "traceId": "5899be77bf352c00a61a1c839a720106", "observationId": "8484391be7970100", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5899be77bf352c00a61a1c839a720106?observation=8484391be7970100", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "use", "title": "indeed / use / swe-skills", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check shape: answer does not match /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-10-07T12:28:48.850Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check shape: answer does not match /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-10-07T12:28:48.735Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-07T12:28:48.689Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:28:48.655Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check shape: answer does not match /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-10-07T12:28:48.614Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-07T12:28:48.580Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns without producing a final answer reporting the top 5 skills; the last message is just 'Let me use bash to extract and analyze the descriptions directly' with no summary of results, and the shape check FAIL confirms no skill names appeared in the final answer.", "timestamp": "2026-10-07T12:28:48.538Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made multiple failed attempts to run Python analysis (heredoc blocked twice, Write tool blocked) before settling on a grep approach, adding unnecessary turns; it also ran out of turns before delivering a final answer.", "timestamp": "2026-10-07T12:28:48.497Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the file exceeded token limits for Read, the agent switched to Bash/jq commands; when heredoc approaches were blocked, it tried alternative grep-based approaches, eventually succeeding in extracting skill counts.", "timestamp": "2026-10-07T12:28:48.457Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the actual dataset file and ran grep/jq commands against the real descriptions to count skill mentions, producing counts like Python:13, AWS:17, Git:15, Cloud:20, Kubernetes:8 grounded in the retrieved data.", "timestamp": "2026-10-07T12:28:48.424Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with position='software engineer', country='US', but maxItemsPerSearch was set to 20 rather than using the correct parameter name; however the cap check FAIL shows maxItems=undefined, meaning the agent used maxItemsPerSearch=20 which is the correct field per the schema, but the harness checked for 'maxItems' - the run still returned 20 items so the input was functionally correct.", "timestamp": "2026-10-07T12:28:48.386Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, Bash, Read, and Write tools appropriate for scraping and analyzing job postings.", "timestamp": "2026-10-07T12:28:48.350Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:03:24.251Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape", "timestamp": "2026-10-07T04:03:24.217Z", "metadata": {} }, "check.descriptions": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-07T04:03:24.183Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-07T04:03:24.146Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): misceres/indeed-scraper: maxItems = undefined (expected lte 20)", "timestamp": "2026-10-07T04:03:24.111Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:03:24.074Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used misceres/indeed-scraper", "timestamp": "2026-10-07T04:03:24.039Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-10-07T04:03:23.980Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap", "shape" ], "judgeComment": "FAIL: check shape: answer does not match /(python|aws|sql|java|docker|react|kubernetes)/" }, { "scenarioId": "indeed-scraper-discovery-denver-marketing", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:02:07.580Z", "day": "2026-10-07", "traceId": "7bdaaa95cf34af10049f5f60c4637a1f", "observationId": "0d89b10d3c858bf4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7bdaaa95cf34af10049f5f60c4637a1f?observation=0d89b10d3c858bf4", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "find", "title": "indeed / find / denver-marketing", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used curious_coder/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-07T12:28:45.952Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used curious_coder/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-07T12:28:45.813Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "curious_coder/indeed-scraper", "comment": "Actors the agent ran: curious_coder/indeed-scraper", "timestamp": "2026-10-07T12:28:45.777Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-07T12:28:45.745Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:28:45.704Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used curious_coder/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-07T12:28:45.667Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-07T12:28:45.623Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered a table of 10 Denver Indeed postings with salary ranges and company ratings as requested, and ended with the required 'Actor: curious_coder/indeed-scraper' line; however, the wrong actor was used (namedActor: FAIL, rightActor: FAIL) and the results are not closely matched to 'marketing coordinator' (e.g., Complex Sales Manager, Program Manager, Memory Care Coordinator), reducing benchmark relevance.", "timestamp": "2026-10-07T12:28:45.576Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search, fetch details, run actor, get results) with no redundant steps, making a direct and efficient path to the answer.", "timestamp": "2026-10-07T12:28:45.545Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The initial dataset item count showed 0 (lag), and the agent correctly followed the nextStep instruction to call get-dataset-items, successfully retrieving 10 items.", "timestamp": "2026-10-07T12:28:45.492Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and presented all 10 results in a table with company names, ratings, and salary data directly from the retrieved dataset fields.", "timestamp": "2026-10-07T12:28:45.459Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input used country='us', query='marketing coordinator', location='Denver, CO', and count=10, which are all well-formed and appropriate for the task.", "timestamp": "2026-10-07T12:28:45.402Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for discovering and running an Indeed scraper. However, it selected curious_coder/indeed-scraper instead of the intended misceres/indeed-scraper (rightActor: FAIL), though the chosen actor did succeed and return data.", "timestamp": "2026-10-07T12:28:45.361Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:02:49.552Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-07T04:02:49.515Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:02:49.470Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"misceres/indeed-scraper\"", "timestamp": "2026-10-07T04:02:49.385Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used curious_coder/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-07T04:02:49.294Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "curious_coder/indeed-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used curious_coder/indeed-scraper; expected misceres/indeed-scraper" }, { "scenarioId": "amazon-reviews-scraper-usage-helpful-thirty", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:02:11.322Z", "day": "2026-10-07", "traceId": "26097f64545d29f881e4d5e78dee22b0", "observationId": "1a04c04b8e44aee4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/26097f64545d29f881e4d5e78dee22b0?observation=1a04c04b8e44aee4", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "use", "title": "amazon-reviews / use / helpful-thirty", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-07T12:28:45.064Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-07T12:28:44.930Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-07T12:28:44.837Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:28:44.803Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED; check productUrl: junglee/amazon-reviews-scraper: productUrls[0].url = undefined (expected regex \"B0CWXNS552\")", "timestamp": "2026-10-07T12:28:44.762Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-07T12:28:44.717Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent retrieved 10 reviews (not 30 as requested due to free tier limits) and produced a grounded summary of 3 praises and 3 complaints, though one complaint about 'louder speaker' and 'no keyring hole' appears partially invented as the retrieved preview doesn't clearly show those complaints in the 10 items shown; the task asked for 30 reviews but only 10 were obtained.", "timestamp": "2026-10-07T12:28:44.675Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: one to fetch actor details, one failed call due to wrong input format, one corrected call that succeeded, and one to retrieve dataset items—only one extra call due to the input error, which is reasonable.", "timestamp": "2026-10-07T12:28:44.593Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with an input validation error about 'must be object', the agent immediately recognized the issue and corrected the productUrls format from a plain string array to an array of URL objects, successfully running the actor on the second attempt.", "timestamp": "2026-10-07T12:28:44.556Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the dataset items and grounded its summary in actual review text—quoting specific reviews like the Michigan camping complaint and the precision finding praise—rather than inventing generic content.", "timestamp": "2026-10-07T12:28:44.521Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call passed productUrls as a plain string array instead of an array of objects with 'url' keys, causing CALL-FAILED; the second corrected call used the proper object format but the productUrl deterministic check still FAILed because the first run had productUrls[0].url=undefined, though the second run succeeded with correct URL format.", "timestamp": "2026-10-07T12:28:44.445Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-reviews-scraper, which is the exact actor named in the prompt, and also used fetch-actor-details and get-dataset-items appropriately.", "timestamp": "2026-10-07T12:28:44.357Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:03:21.786Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, productUrl", "timestamp": "2026-10-07T04:03:21.746Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-07T04:03:21.706Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-07T04:03:21.672Z", "metadata": {} }, "check.sortHelpful": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): sort", "timestamp": "2026-10-07T04:03:21.633Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxReviews", "timestamp": "2026-10-07T04:03:21.595Z", "metadata": {} }, "check.productUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper: productUrls[0].url = undefined (expected regex \"B0CWXNS552\")", "timestamp": "2026-10-07T04:03:21.560Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-07T04:03:21.480Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-07T04:03:21.387Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "productUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED" }, { "scenarioId": "amazon-reviews-scraper-discovery-product-complaints", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:02:17.124Z", "day": "2026-10-07", "traceId": "e44b49b44ce2ea7453c033f6777548d0", "observationId": "accff6f2928e8582", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e44b49b44ce2ea7453c033f6777548d0?observation=accff6f2928e8582", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "find", "title": "amazon-reviews / find / product-complaints", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-07T12:28:37.358Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-07T12:28:37.243Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: junglee/amazon-reviews-scraper", "timestamp": "2026-10-07T12:28:37.199Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-07T12:28:37.138Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-07T12:28:37.097Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "The actor's status message stated '✅ Here are your 10 Amazon reviews. To access more reviews in a single run, upgrade to the Starter plan.' — the actor silently capped at 10 instead of 30 without a clear error, and the agent did not flag this shortfall to the user, resulting in an incomplete fulfillment of the 30-review requirement.", "timestamp": "2026-10-07T12:28:37.054Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-07T12:28:37.013Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task asked for 30 most helpful reviews but the actor only returned 10 (plan limitation noted in status message); the agent summarized complaints and praises from only 10 reviews and did not explicitly note it fell short of the 30 requested, though the data used was real.", "timestamp": "2026-10-07T12:28:36.974Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: search, fetch-details, one failed call, one corrected call, and get-dataset-items — a reasonable path with only one extra call due to the input format error.", "timestamp": "2026-10-07T12:28:36.900Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first call-actor failed with input validation error ('must be object'); the agent immediately corrected the productUrls format from a string array to an object array and reran successfully.", "timestamp": "2026-10-07T12:28:36.815Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly cited review content (e.g., quiet speaker, remote area limitations, precision finding, easy setup) from the actual scraped reviews in its summary.", "timestamp": "2026-10-07T12:28:36.779Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed because productUrls was passed as an array of strings instead of objects; the agent corrected this on the second call using [{\"url\":\"...\"}] format with maxReviews:30 and sort:\"helpful\", which succeeded.", "timestamp": "2026-10-07T12:28:36.742Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-reviews-scraper, the intended actor for extracting Amazon product reviews, found via search-actors.", "timestamp": "2026-10-07T12:28:36.707Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:03:25.523Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-07T04:03:25.487Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-07T04:03:25.453Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-reviews-scraper\"", "timestamp": "2026-10-07T04:03:25.414Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-07T04:03:25.379Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "amazon-crawler-usage-earbuds-search-url", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:02:18.712Z", "day": "2026-10-07", "traceId": "5c855ea25c6b7b08dbe777b6418cad8c", "observationId": "89749e5684d10473", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5c855ea25c6b7b08dbe777b6418cad8c?observation=89749e5684d10473", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "use", "title": "amazon / use / earbuds-search-url", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-07T12:28:34.944Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-07T12:28:34.825Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-07T12:28:34.780Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-07T12:28:34.741Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED; check searchUrl: junglee/amazon-crawler: categoryOrProductUrls[0].url = undefined (expected regex \"amazon\\\\.com/s\\\\?k=wireless\\\\+earbuds\")", "timestamp": "2026-10-07T12:28:34.703Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-07T12:28:34.654Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent successfully listed 10 products with prices and ratings from the scraped data, though one item (JBL Vibe Beam 2) had no price (matching the field FAIL for price exists undefined), and the answer honestly marks it as N/A.", "timestamp": "2026-10-07T12:28:34.386Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made one extra failed call due to incorrect input format, requiring a retry, but otherwise the plan was direct: fetch details, call actor, get dataset items.", "timestamp": "2026-10-07T12:28:34.345Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with input validation error, the agent correctly identified the issue (URLs needed to be objects) and fixed the input format on the second call, which succeeded.", "timestamp": "2026-10-07T12:28:34.311Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the dataset items returned by get-dataset-items to populate the final table, accurately reflecting the scraped data including prices, ratings, and review counts from the tool result preview.", "timestamp": "2026-10-07T12:28:34.274Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call failed because categoryOrProductUrls was passed as an array of strings instead of objects with {url:...}. The second call correctly used [{url: 'https://www.amazon.com/s?k=wireless+earbuds'}] with maxItemsPerStartUrl:10, which succeeded. However, the deterministic check confirms searchUrl FAIL because the first run had categoryOrProductUrls[0].url = undefined.", "timestamp": "2026-10-07T12:28:34.237Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected junglee/amazon-crawler and used fetch-actor-details, call-actor, and get-dataset-items - all appropriate tools for this task.", "timestamp": "2026-10-07T12:28:34.171Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:03:09.600Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, searchUrl", "timestamp": "2026-10-07T04:03:09.566Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-07T04:03:09.529Z", "metadata": {} }, "check.field": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 1 of 10 items fail price exists undefined", "timestamp": "2026-10-07T04:03:09.496Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-07T04:03:09.461Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxItemsPerStartUrl", "timestamp": "2026-10-07T04:03:09.420Z", "metadata": {} }, "check.searchUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler: categoryOrProductUrls[0].url = undefined (expected regex \"amazon\\\\.com/s\\\\?k=wireless\\\\+earbuds\")", "timestamp": "2026-10-07T04:03:09.381Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-07T04:03:09.311Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-crawler", "timestamp": "2026-10-07T04:03:09.230Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "field", "searchUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED" }, { "scenarioId": "amazon-crawler-discovery-wireless-earbuds", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:02:42.443Z", "day": "2026-10-07", "traceId": "2e96f5e5d69c45e069cabf2382c6027b", "observationId": "d42c0e760826fc13", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2e96f5e5d69c45e069cabf2382c6027b?observation=d42c0e760826fc13", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "find", "title": "amazon / find / wireless-earbuds", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent delivered a table of 10 wireless earbuds with prices and ratings sourced from actual scraped data, correctly named the Actor used, and the answer matches the shape check for prices in decimal format.", "timestamp": "2026-10-07T12:28:33.964Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent delivered a table of 10 wireless earbuds with prices and ratings sourced from actual scraped data, correctly named the Actor used, and the answer matches the shape check for prices in decimal format.", "timestamp": "2026-10-07T12:28:33.925Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: khadinakbar/amazon-bestsellers-scraper, powerai/amazon-product-search-scraper, junglee/Amazon-crawler", "timestamp": "2026-10-07T12:28:33.862Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-07T12:28:33.811Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:28:33.757Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The agent made repeated input schema errors: passing a plain string URL instead of an object {url: ...} for khadinakbar (first call), using 'relevance' instead of 'RELEVANCE' for powerai sort_by, setting maxResults=10 below the minimum of 20, and initially passing a string URL for junglee/Amazon-crawler. These errors caused 5 failed/wasted runs out of 8 total.", "timestamp": "2026-10-07T12:28:33.724Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "14 tool calls valid", "timestamp": "2026-10-07T12:28:33.680Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a table of 10 wireless earbuds with prices and ratings sourced from actual scraped data, correctly named the Actor used, and the answer matches the shape check for prices in decimal format.", "timestamp": "2026-10-07T12:28:33.588Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 8 Actor runs when at most 3 were expected (flagged as FAIL by deterministic check), trying khadinakbar with wrong URL format, then wrong category URL, then powerai with wrong sort value, then wrong maxResults, before finally using junglee/Amazon-crawler correctly.", "timestamp": "2026-10-07T12:28:33.325Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent encountered multiple validation errors and call failures across khadinakbar and powerai actors, and eventually pivoted to junglee/Amazon-crawler with correct input format, successfully retrieving 10 wireless earbud products.", "timestamp": "2026-10-07T12:28:33.281Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer is directly derived from the dataset items returned by junglee/Amazon-crawler (datasetId NHXYVhANuB1RKHA9z), with product names, prices, ratings, and review counts matching the tool results exactly.", "timestamp": "2026-10-07T12:28:33.236Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent had multiple input errors: first passing a string URL instead of an object for khadinakbar scraper, then using an invalid sort_by value 'relevance' for powerai scraper, then passing maxResults=10 when minimum is 20, and initially passing a string URL instead of object format for junglee/Amazon-crawler before correcting it.", "timestamp": "2026-10-07T12:28:33.197Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified junglee/Amazon-crawler as the appropriate tool for scraping Amazon wireless earbuds, which matches the intended subject confirmed by the deterministic checks.", "timestamp": "2026-10-07T12:28:33.160Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:06:02.289Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-07T04:06:02.242Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-07T04:06:02.195Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 8 Actor run(s), expected at most 3", "timestamp": "2026-10-07T04:06:02.139Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-crawler\"", "timestamp": "2026-10-07T04:06:02.051Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/Amazon-crawler", "timestamp": "2026-10-07T04:06:01.963Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "PASS: The agent delivered a table of 10 wireless earbuds with prices and ratings sourced from actual scraped data, correctly named the Actor used, and the answer matches the shape check for prices in decimal format." }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:02:49.583Z", "day": "2026-10-07", "traceId": "053a2f4bea99c2ccce732043b4300b21", "observationId": "29674d9289d5fc54", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/053a2f4bea99c2ccce732043b4300b21?observation=29674d9289d5fc54", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-07T12:28:30.222Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-07T12:28:30.100Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-07T12:28:30.063Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:28:30.023Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-07T12:28:29.945Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "10 tool calls valid", "timestamp": "2026-10-07T12:28:29.908Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The crawl did not stay within the platform section (pages like /academy, /api were included per dataset items), saveHtml was never enabled (deterministic check FAIL), sectionFilter was not applied (FAIL), and the agent ran out of turns before completing its final report write.", "timestamp": "2026-10-07T12:28:29.869Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 3 Actor runs (one failed, two succeeded) when at most 2 were expected; it also ran an unnecessary first run that only got 1 page before re-running, and the second run crawled outside the platform section due to missing includeUrlGlobs.", "timestamp": "2026-10-07T12:28:29.829Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed due to invalid input schema, the agent correctly read the schema details and reformatted the input for the second call, recovering from the validation error.", "timestamp": "2026-10-07T12:28:29.792Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and key-value store records and used the actual URLs, titles, and htmlUrls from the results in its final report rather than inventing data.", "timestamp": "2026-10-07T12:28:29.757Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call used invalid input format (saveHtmlAsFile, htmlTransformer not valid fields causing CALL-FAILED); the second call used correct glob object format but omitted includeUrlGlobs (used only excludeUrlGlobs) and used saveHtmlAsFile instead of saveHtml=true, meaning HTML saving was not properly configured per the deterministic checks (saveHtml=undefined FAIL, sectionFilter FAIL).", "timestamp": "2026-10-07T12:28:29.719Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/website-content-crawler and used appropriate supporting tools (fetch-actor-details, call-actor, get-dataset-items, get-key-value-store-record) for the task.", "timestamp": "2026-10-07T12:28:29.679Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:06:56.514Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-07T04:06:56.478Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 11 items, expected at most 10", "timestamp": "2026-10-07T04:06:56.446Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml = undefined (expected equals true); apify/website-content-crawler: saveHtml = undefined (expected equals true); apify/website-content-crawler: saveHtml = undefined (expected equals true)", "timestamp": "2026-10-07T04:06:56.410Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs = undefined (expected exists undefined)", "timestamp": "2026-10-07T04:06:56.373Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 3 run(s): maxCrawlPages", "timestamp": "2026-10-07T04:06:56.337Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): startUrls[0].url", "timestamp": "2026-10-07T04:06:56.296Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-07T04:06:56.256Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-07T04:06:56.221Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter", "ranOk" ], "judgeComment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:03:09.637Z", "day": "2026-10-07", "traceId": "df3692e2da9d7020df29d7b5c74fed85", "observationId": "bbbe938215aa5c03", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/df3692e2da9d7020df29d7b5c74fed85?observation=bbbe938215aa5c03", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used s-r/rag-web-browser; expected apify/website-content-crawler", "timestamp": "2026-10-07T12:28:24.811Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used s-r/rag-web-browser; expected apify/website-content-crawler", "timestamp": "2026-10-07T12:28:24.698Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "s-r/rag-web-browser", "comment": "Actors the agent ran: s-r/rag-web-browser", "timestamp": "2026-10-07T12:28:24.623Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-07T12:28:24.587Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:28:24.546Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used s-r/rag-web-browser; expected apify/website-content-crawler", "timestamp": "2026-10-07T12:28:24.514Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-07T12:28:24.478Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent used the wrong actor (s-r/rag-web-browser instead of apify/website-content-crawler), the crawl did not stay within the academy subdomain (pages like /api/v2, /integrations, /security were returned instead of academy-specific pages), and the start URL was not properly set, so the knowledge base was not built from the academy docs as requested.", "timestamp": "2026-10-07T12:28:24.442Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent searched, fetched details for two actors, then ran two actor calls (the second being a reasonable retry after the first returned only 1 item), which is a reasonably direct path.", "timestamp": "2026-10-07T12:28:24.402Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first run returned only 1 item, the agent correctly identified the issue and retried with crawlDepth:2, successfully obtaining 10 pages.", "timestamp": "2026-10-07T12:28:24.368Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent correctly retrieved dataset items from both runs and reported real titles and page counts from the actual tool results rather than inventing data.", "timestamp": "2026-10-07T12:28:24.335Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The startUrl check (startUrl: FAIL) shows that startUrls[0].url was undefined in both runs, meaning the URL was not passed in the expected format; the agent used 'urls' array instead of 'startUrls', which may have caused the crawl to not properly anchor to docs.apify.com/academy (it crawled other docs.apify.com pages instead).", "timestamp": "2026-10-07T12:28:24.298Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose s-r/rag-web-browser instead of the intended apify/website-content-crawler; while s-r/rag-web-browser does produce LLM-ready Markdown, the deterministic check confirms the wrong actor was used (rightActor: FAIL).", "timestamp": "2026-10-07T12:28:24.248Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:04:35.041Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, startUrl", "timestamp": "2026-10-07T04:04:35.005Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxCrawlPages", "timestamp": "2026-10-07T04:04:34.974Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: s-r/rag-web-browser: startUrls[0].url = undefined (expected regex \"docs\\\\.apify\\\\.com/academy\"); s-r/rag-web-browser: startUrls[0].url = undefined (expected regex \"docs\\\\.apify\\\\.com/academy\")", "timestamp": "2026-10-07T04:04:34.929Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:04:34.894Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-07T04:04:34.817Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used s-r/rag-web-browser; expected apify/website-content-crawler", "timestamp": "2026-10-07T04:04:34.690Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "s-r/rag-web-browser", "infraOk": true, "failedChecks": [ "startUrl", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used s-r/rag-web-browser; expected apify/website-content-crawler" }, { "scenarioId": "web-scraper-usage-coinmarketcap-top-ten", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:03:21.819Z", "day": "2026-10-07", "traceId": "8ff934804456540132cdc9f2e4054d25", "observationId": "04f24657cb05707c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8ff934804456540132cdc9f2e4054d25?observation=04f24657cb05707c", "subject": "apify/web-scraper", "owner": "universe", "skill": "use", "title": "web / use / coinmarketcap-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents 10 cryptocurrencies with prices from the scraped data, though rank 1 is 'CoinMarketCap 20 Index' (an index product, not a cryptocurrency) and the agent reordered the results in the table (showing Bitcoin as #1 instead of the scraped rank 2), which is a minor presentation issue but the data was retrieved and reported.", "timestamp": "2026-10-07T12:28:20.213Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents 10 cryptocurrencies with prices from the scraped data, though rank 1 is 'CoinMarketCap 20 Index' (an index product, not a cryptocurrency) and the agent reordered the results in the table (showing Bitcoin as #1 instead of the scraped rank 2), which is a minor presentation issue but the data was retrieved and reported.", "timestamp": "2026-10-07T12:28:20.175Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-07T12:28:20.127Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:28:20.096Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The page function extracted 'CoinMarketCap 20 Index DTFCMC20' as rank 1 because the link selector matched an index product row before the actual cryptocurrency rows; the scraper's table row targeting picked up non-cryptocurrency entries, indicating the output data shape didn't cleanly map to the top 10 cryptocurrencies as intended.", "timestamp": "2026-10-07T12:28:20.055Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-07T12:28:20.022Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents 10 cryptocurrencies with prices from the scraped data, though rank 1 is 'CoinMarketCap 20 Index' (an index product, not a cryptocurrency) and the agent reordered the results in the table (showing Bitcoin as #1 instead of the scraped rank 2), which is a minor presentation issue but the data was retrieved and reported.", "timestamp": "2026-10-07T12:28:19.933Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve items — no redundant calls or retries.", "timestamp": "2026-10-07T12:28:19.897Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items via get-dataset-items and directly reported the names and prices from those results in the final answer, not from memory.", "timestamp": "2026-10-07T12:28:19.847Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent provided startUrls with coinmarketcap.com, a pageFunction targeting the table rows, injectJQuery:true, maxPagesPerCrawl:1, and useApifyProxy:true — all well-formed and sensible inputs.", "timestamp": "2026-10-07T12:28:19.806Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with apify/web-scraper, and get-dataset-items to retrieve results — all appropriate tools for the task.", "timestamp": "2026-10-07T12:28:19.755Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:04:03.040Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-07T04:04:02.998Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\$\\s?\\d[\\d,]*\\.\\d{2}/", "timestamp": "2026-10-07T04:04:02.955Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-07T04:04:02.919Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerCrawl", "timestamp": "2026-10-07T04:04:02.886Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): pageFunction", "timestamp": "2026-10-07T04:04:02.844Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-07T04:04:02.803Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:04:02.726Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-10-07T04:04:02.639Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents 10 cryptocurrencies with prices from the scraped data, though rank 1 is 'CoinMarketCap 20 Index' (an index product, not a cryptocurrency) and the agent reordered the results in the table (showing Bitcoin as #1 instead of the scraped rank 2), which is a minor presentation issue but the data was retrieved and reported." }, { "scenarioId": "web-scraper-discovery-waterstones-headless", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:03:24.291Z", "day": "2026-10-07", "traceId": "4733978be74abe369e76547cc88f3c7a", "observationId": "39ea956cbb49c7ae", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4733978be74abe369e76547cc88f3c7a?observation=39ea956cbb49c7ae", "subject": "apify/web-scraper", "owner": "universe", "skill": "find", "title": "web / find / waterstones-headless", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used datascoutapi/web-scraper, motivational_nickel/my-actor, brilliant_gum/phantom-reborn-crawler; expected apify/web-scraper", "timestamp": "2026-10-07T12:28:21.348Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used datascoutapi/web-scraper, motivational_nickel/my-actor, brilliant_gum/phantom-reborn-crawler; expected apify/web-scraper", "timestamp": "2026-10-07T12:28:21.229Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "datascoutapi/web-scraper", "comment": "Actors the agent ran: datascoutapi/web-scraper, motivational_nickel/my-actor, brilliant_gum/phantom-reborn-crawler", "timestamp": "2026-10-07T12:28:21.046Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-07T12:28:21.007Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:28:20.951Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used datascoutapi/web-scraper, motivational_nickel/my-actor, brilliant_gum/phantom-reborn-crawler; expected apify/web-scraper", "timestamp": "2026-10-07T12:28:20.912Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "15 tool calls valid", "timestamp": "2026-10-07T12:28:20.871Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never produced any product names or prices from the Waterstones category page, never used the correct actor (apify/web-scraper), and ran out of turns — the task was not completed.", "timestamp": "2026-10-07T12:28:20.839Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 5 search-actor calls and 3 actor runs across unrelated third-party actors, never searching for or trying apify/web-scraper, resulting in a highly inefficient path with no useful output.", "timestamp": "2026-10-07T12:28:20.797Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "After datascoutapi/web-scraper returned 0 items, the agent tried motivational_nickel/my-actor and then brilliant_gum/phantom-reborn-crawler, showing some recovery attempts, but all failed and the agent ran out of turns without resolving the issue.", "timestamp": "2026-10-07T12:28:20.761Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "All three runs returned 0 dataset items, so there was no retrieved data to utilize; the agent ran out of turns without presenting any product names or prices to the user.", "timestamp": "2026-10-07T12:28:20.691Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent did not provide a pageFunction to datascoutapi/web-scraper (pageFunction=undefined per deterministic checks), and none of the runs had maxPagesPerCrawl capped at ≤5 as expected. The brilliant_gum run had a pageFunction but it failed with 0 succeeded requests.", "timestamp": "2026-10-07T12:28:20.649Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent never found or used apify/web-scraper (the intended actor); instead it used datascoutapi/web-scraper, motivational_nickel/my-actor, and brilliant_gum/phantom-reborn-crawler — none of which are the correct tool. The rightActor check is FAIL.", "timestamp": "2026-10-07T12:28:20.612Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:06:02.609Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-10-07T04:06:02.545Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): datascoutapi/web-scraper: maxPagesPerCrawl = undefined (expected lte 5); motivational_nickel/my-actor: maxPagesPerCrawl = undefined (expected lte 5); brilliant_gum/phantom-reborn-crawler: maxPagesPerCrawl = undefined (expected lte 5)", "timestamp": "2026-10-07T04:06:02.496Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: datascoutapi/web-scraper: pageFunction = undefined (expected exists undefined); motivational_nickel/my-actor: pageFunction = undefined (expected exists undefined)", "timestamp": "2026-10-07T04:06:02.452Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 3 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:06:02.405Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/web-scraper\"", "timestamp": "2026-10-07T04:06:02.364Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used datascoutapi/web-scraper, motivational_nickel/my-actor, brilliant_gum/phantom-reborn-crawler; expected apify/web-scraper", "timestamp": "2026-10-07T04:06:02.272Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "datascoutapi/web-scraper", "infraOk": true, "failedChecks": [ "pageCap", "pageFunction", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used datascoutapi/web-scraper, motivational_nickel/my-actor, brilliant_gum/phantom-reborn-crawler; expected apify/web-scraper" }, { "scenarioId": "rag-web-browser-usage-sf-startups-markdown", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:03:25.616Z", "day": "2026-10-07", "traceId": "55e89b664321642dc881d1bc3f4559a1", "observationId": "e6c83b56000e0b42", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/55e89b664321642dc881d1bc3f4559a1?observation=e6c83b56000e0b42", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "use", "title": "rag-web-browser / use / sf-startups-markdown", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check sources: answer does not match /https?:///", "timestamp": "2026-10-07T12:28:15.658Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check sources: answer does not match /https?:///", "timestamp": "2026-10-07T12:28:15.544Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-07T12:28:15.506Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:28:15.464Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check sources: answer does not match /https?:///", "timestamp": "2026-10-07T12:28:15.423Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "10 tool calls valid", "timestamp": "2026-10-07T12:28:15.386Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The deterministic check sources (answer.regex) FAILED because the final answer contains no URLs (http://...), and the agent ran out of turns without ever presenting the formatted top-5 results with URLs and two-line summaries as requested.", "timestamp": "2026-10-07T12:28:15.350Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made many sequential single-item fetches and multiple attempts to read large files, including a failed jq parse attempt and a Read call that also failed due to size - the approach was inefficient and consumed all available turns without producing the final answer.", "timestamp": "2026-10-07T12:28:15.309Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When get-dataset-items returned an oversized result, the agent adapted by fetching one item at a time with offset/limit, and tried Bash and Read tools to handle the large file - reasonable recovery attempts.", "timestamp": "2026-10-07T12:28:15.271Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved actual dataset items and read real markdown content from the scraped pages (e.g., growjo.com rankings, YC startups list), but ran out of turns before presenting the final formatted answer with URLs and summaries.", "timestamp": "2026-10-07T12:28:15.229Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/rag-web-browser with query='fastest growing startups in San Francisco 2026', maxResults=5, and outputFormats=['markdown'] - all correct and well-formed inputs matching the schema.", "timestamp": "2026-10-07T12:28:15.195Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to understand the schema, then call-actor with apify/rag-web-browser, and get-dataset-items to retrieve results - all appropriate tools for the task.", "timestamp": "2026-10-07T12:28:15.159Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:04:54.850Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: sources", "timestamp": "2026-10-07T04:04:54.815Z", "metadata": {} }, "check.sources": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /https?:///", "timestamp": "2026-10-07T04:04:54.772Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-07T04:04:54.729Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-07T04:04:54.694Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): query", "timestamp": "2026-10-07T04:04:54.615Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:04:54.574Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/rag-web-browser", "timestamp": "2026-10-07T04:04:54.491Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "sources" ], "judgeComment": "FAIL: check sources: answer does not match /https?:///" }, { "scenarioId": "rag-web-browser-discovery-web-search-with-sources", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:04:03.077Z", "day": "2026-10-07", "traceId": "ac587d0689d3f354be989136e359f1a8", "observationId": "a0fa2b9e8fafb27a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ac587d0689d3f354be989136e359f1a8?observation=a0fa2b9e8fafb27a", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "find", "title": "rag-web-browser / find / web-search-with-sources", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser", "timestamp": "2026-10-07T12:28:11.466Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser", "timestamp": "2026-10-07T12:28:11.352Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "trovevault/movie-box-office-tracker", "comment": "Actors the agent ran: trovevault/movie-box-office-tracker", "timestamp": "2026-10-07T12:28:11.317Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-07T12:28:11.284Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:28:11.246Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser", "timestamp": "2026-10-07T12:28:11.209Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-07T12:28:11.180Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required fetching live web pages and quoting them; the agent used a box office scraper that pulls structured data from Box Office Mojo rather than performing a web search and quoting page text, and the rightActor check is FAIL meaning the wrong actor was used.", "timestamp": "2026-10-07T12:28:11.146Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent did two actor searches (one for 'box office movies data' and one for 'James Bond movies') before settling on trovevault/movie-box-office-tracker, which is a reasonable search path, though it missed the correct actor apify/rag-web-browser entirely.", "timestamp": "2026-10-07T12:28:11.109Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the dataset items returned by the actor to rank and present the top 5 James Bond movies by worldwide gross, directly citing the sourceUrls from the results.", "timestamp": "2026-10-07T12:28:11.071Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent provided a list of 10 Bond movie titles to the movie-box-office-tracker, which is valid input for that actor, but the actor requires pre-known titles rather than discovering the top 5 from a live web search as the task demanded.", "timestamp": "2026-10-07T12:28:11.035Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used trovevault/movie-box-office-tracker instead of the intended apify/rag-web-browser; the task required web searching and quoting live pages, but the agent chose a specialized box office scraper that looks up pre-known titles rather than searching the web for rankings.", "timestamp": "2026-10-07T12:28:10.998Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:04:47.283Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, query", "timestamp": "2026-10-07T04:04:47.245Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-10-07T04:04:47.182Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: trovevault/movie-box-office-tracker: query = undefined (expected exists undefined)", "timestamp": "2026-10-07T04:04:47.143Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:04:47.093Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/rag-web-browser\"", "timestamp": "2026-10-07T04:04:47.016Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser", "timestamp": "2026-10-07T04:04:46.923Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "trovevault/movie-box-office-tracker", "infraOk": true, "failedChecks": [ "query", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser" }, { "scenarioId": "cheerio-scraper-usage-foyles-manga-two-hops", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:04:35.071Z", "day": "2026-10-07", "traceId": "3119fc2f8238d6338c7f867edb7d45aa", "observationId": "8c498c9caae96374", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3119fc2f8238d6338c7f867edb7d45aa?observation=8c498c9caae96374", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "use", "title": "cheerio / use / foyles-manga-two-hops", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-07T12:28:08.643Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-07T12:28:08.534Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-07T12:28:08.460Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:28:08.396Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-07T12:28:08.330Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-07T12:28:08.292Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No book data (title/price JSON objects) was ever retrieved; the task required showing 5 books with title and price keys, but 0 dataset items were produced across all successful runs.", "timestamp": "2026-10-07T12:28:08.255Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 4 Actor runs (one failed on input validation, three more with incremental anti-blocking strategies) when the facts indicate at most 2 were expected; this is excessive repetition given the same 403 error persisted.", "timestamp": "2026-10-07T12:28:08.187Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent attempted three recovery strategies after the initial 403 error: fixing the input schema, adding browser-like headers via preNavigationHooks, and switching to residential proxies, but all failed with the same 403 blocking.", "timestamp": "2026-10-07T12:28:08.152Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the 403 error details from the dataset and used that information to explain why scraping failed, rather than inventing data.", "timestamp": "2026-10-07T12:28:08.114Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent provided correct inputs including startUrls, linkSelector, globs as array of objects, pageFunction, maxCrawlingDepth=2, maxPagesPerCrawl=20, and proxyConfiguration across multiple runs; the first call failed due to globs being a plain string instead of array of objects, but subsequent calls were corrected.", "timestamp": "2026-10-07T12:28:08.080Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/cheerio-scraper as specified in the task, and used fetch-actor-details, call-actor, and get-dataset-items appropriately.", "timestamp": "2026-10-07T12:28:08.007Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:06:08.720Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-07T04:06:08.673Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 items, expected at least 1", "timestamp": "2026-10-07T04:06:08.641Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 4 run(s): maxPagesPerCrawl", "timestamp": "2026-10-07T04:06:08.591Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 4 run(s): maxCrawlingDepth", "timestamp": "2026-10-07T04:06:08.548Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s): pageFunction", "timestamp": "2026-10-07T04:06:08.514Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s): startUrls[0].url", "timestamp": "2026-10-07T04:06:08.474Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-07T04:06:08.434Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/cheerio-scraper", "timestamp": "2026-10-07T04:06:08.394Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "ranOk" ], "judgeComment": "FAIL: check ranOk: 4 Actor run(s), expected at most 2" }, { "scenarioId": "cheerio-scraper-discovery-ikea-static-catalog", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:04:47.329Z", "day": "2026-10-07", "traceId": "4c9b2ae4e77da191fc5fdcaf0f25b028", "observationId": "5df8f0e7635881b2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4c9b2ae4e77da191fc5fdcaf0f25b028?observation=5df8f0e7635881b2", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "find", "title": "cheerio / find / ikea-static-catalog", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used scraptivo/ikea-scraper; expected apify/cheerio-scraper", "timestamp": "2026-10-07T12:28:07.976Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used scraptivo/ikea-scraper; expected apify/cheerio-scraper", "timestamp": "2026-10-07T12:28:07.855Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "scraptivo/ikea-scraper", "comment": "Actors the agent ran: scraptivo/ikea-scraper", "timestamp": "2026-10-07T12:28:07.816Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-07T12:28:07.780Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:28:07.719Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used scraptivo/ikea-scraper; expected apify/cheerio-scraper", "timestamp": "2026-10-07T12:28:07.679Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-07T12:28:07.637Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned 10 real IKEA chest of drawers products with names and prices, but used the wrong actor (scraptivo/ikea-scraper instead of apify/cheerio-scraper) and did not use a lightweight Cheerio-based scraper with a custom pageFunction as the user requested; the deterministic checks confirm rightActor=FAIL and namedActor=FAIL.", "timestamp": "2026-10-07T12:28:07.603Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent searched twice (IKEA products and static HTML), fetched actor details, made two actor calls (one failed due to input error), then checked key-value store and dataset — a reasonable path with only one avoidable extra call caused by the input error.", "timestamp": "2026-10-07T12:28:07.562Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with input validation error ('must be object'), the agent correctly identified the issue and reformatted startUrls as an array of objects with {url: ...} on the second attempt.", "timestamp": "2026-10-07T12:28:07.525Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items via get-dataset-items and displayed all 10 real product names and prices (STORKLINTA, FÅGELFJÄLLET, LILLBERGET, RAST, MALM) directly from the tool result.", "timestamp": "2026-10-07T12:28:07.482Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed with 'must be object' because startUrls was passed as an array of strings instead of objects; the agent corrected this on the second call with {url: ...} format, which is well-formed for the schema.", "timestamp": "2026-10-07T12:28:07.441Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose scraptivo/ikea-scraper instead of the intended apify/cheerio-scraper; the user explicitly asked for a lightweight, non-browser HTML scraper with a custom page function, but the agent picked a specialized IKEA scraper that doesn't expose a pageFunction or use Cheerio directly.", "timestamp": "2026-10-07T12:28:07.391Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:05:37.280Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-10-07T04:05:37.244Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): scraptivo/ikea-scraper: maxPagesPerCrawl = undefined (expected lte 5); scraptivo/ikea-scraper: maxPagesPerCrawl = undefined (expected lte 5)", "timestamp": "2026-10-07T04:05:37.207Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: scraptivo/ikea-scraper: pageFunction = undefined (expected exists undefined); scraptivo/ikea-scraper: pageFunction = undefined (expected exists undefined)", "timestamp": "2026-10-07T04:05:37.171Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): scraptivo/ikea-scraper run : CALL-FAILED", "timestamp": "2026-10-07T04:05:37.129Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/cheerio-scraper\"", "timestamp": "2026-10-07T04:05:37.048Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used scraptivo/ikea-scraper; expected apify/cheerio-scraper", "timestamp": "2026-10-07T04:05:36.970Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "scraptivo/ikea-scraper", "infraOk": true, "failedChecks": [ "pageCap", "pageFunction", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used scraptivo/ikea-scraper; expected apify/cheerio-scraper" }, { "scenarioId": "ai-web-scraper-usage-apify-store-first-page", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:04:54.888Z", "day": "2026-10-07", "traceId": "4519539775572917a6dba32df32ea241", "observationId": "353f5b23bb8344e7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4519539775572917a6dba32df32ea241?observation=353f5b23bb8344e7", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "use", "title": "ai-web / use / apify-store-first-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned a complete table with 34 Actors including name, description, rating, and number of users, all drawn from the scraped data on the first page of apify.com/store.", "timestamp": "2026-10-07T12:28:02.750Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned a complete table with 34 Actors including name, description, rating, and number of users, all drawn from the scraped data on the first page of apify.com/store.", "timestamp": "2026-10-07T12:28:02.707Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-07T12:28:02.669Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:28:02.628Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The onePage FAIL is a minor warning about maxPagesToVisit being undefined, but since extractionMode='single' ignores that parameter by design, the task was completed correctly with one page scraped.", "timestamp": "2026-10-07T12:28:02.593Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-07T12:28:02.559Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned a complete table with 34 Actors including name, description, rating, and number of users, all drawn from the scraped data on the first page of apify.com/store.", "timestamp": "2026-10-07T12:28:02.521Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct path: fetch schema, call actor, poll for completion, retrieve dataset items, read full file — 5 tool calls with no redundancy.", "timestamp": "2026-10-07T12:28:02.483Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run was still RUNNING after the initial 45s wait, so the agent correctly polled again with get-actor-run and successfully retrieved the completed result.", "timestamp": "2026-10-07T12:28:02.444Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the full dataset output from the file and constructed the table directly from the scraped markdown data, with Actor names, ratings, and user counts matching what appeared in the tool result preview (e.g., TikTok Scraper 4.8/309K, Instagram Scraper 4.7/419K, Google Maps Scraper 4.7/636K).", "timestamp": "2026-10-07T12:28:02.397Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used extractionMode='single' which is correct for one-page extraction, provided the correct startUrl, and wrote a clear prompt. However, maxPagesToVisit was not set (left undefined), which triggered the onePage FAIL check — though in 'single' mode this parameter is ignored per the schema description.", "timestamp": "2026-10-07T12:28:02.339Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/ai-web-scraper and used fetch-actor-details, call-actor, get-actor-run, get-dataset-items, and Read — all appropriate for the task.", "timestamp": "2026-10-07T12:28:02.289Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:06:24.352Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-07T04:06:24.309Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-07T04:06:24.270Z", "metadata": {} }, "check.onePage": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper: maxPagesToVisit = undefined (expected lte 3)", "timestamp": "2026-10-07T04:06:24.235Z", "metadata": {} }, "check.promptGiven": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): prompt", "timestamp": "2026-10-07T04:06:24.202Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-07T04:06:24.128Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:06:24.095Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-10-07T04:06:24.020Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "onePage" ], "judgeComment": "PASS: The agent returned a complete table with 34 Actors including name, description, rating, and number of users, all drawn from the scraped data on the first page of apify.com/store." }, { "scenarioId": "ai-web-scraper-discovery-climate-articles-three-sites", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:05:37.313Z", "day": "2026-10-07", "traceId": "b6f70feb22ab0f6b67596de63f437cf5", "observationId": "62ff0a6e21952623", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b6f70feb22ab0f6b67596de63f437cf5?observation=62ff0a6e21952623", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "find", "title": "ai-web / find / climate-articles-three-sites", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run wG1xBKBgNCBIbNvlg (proscraper/newsarticlescraper) FAILED", "timestamp": "2026-10-07T12:27:59.890Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:27:59.764Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent searched for 'news articles scraper', 'web scraper articles', 'RSS feed news', 'web page scraper auto extract', and 'Apify web scraper' but never searched for 'ai web scraper' or 'describe what you want' or 'AI scraper no code', so apify/ai-web-scraper never appeared in any search result and was never tried.", "timestamp": "2026-10-07T12:27:59.725Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "14 tool calls valid", "timestamp": "2026-10-07T12:27:59.684Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required articles from all three sites with title, author, and publication date; the agent only retrieved data from The Guardian (0 from BBC, 0 from Reuters) and used the wrong actor type that required RSS URLs rather than a natural-language description, failing the core requirement.", "timestamp": "2026-10-07T12:27:59.643Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 7 actor runs (expected at most 3) and ran multiple searches without ever searching for 'ai-web-scraper' or 'describe what you want', leading to excessive trial-and-error with wrong actors.", "timestamp": "2026-10-07T12:27:59.601Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When proscraper failed and automation-lab returned 0 items, the agent pivoted to RSS scrapers and tried multiple alternatives, showing reasonable recovery attempts, though it never found the correct actor.", "timestamp": "2026-10-07T12:27:59.562Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent correctly used the dataset items returned from the Guardian RSS feed run (datasetId XT6nNO0XAsWTURApX) and reported the actual titles, authors, and dates retrieved rather than inventing data.", "timestamp": "2026-10-07T12:27:59.511Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The RSS feed actor inputs were eventually corrected (feedUrls as array of objects) after an initial validation failure, and other actors received plausible inputs, so argument construction was mostly adequate once the right schema was found.", "timestamp": "2026-10-07T12:27:59.438Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent never found or tried apify/ai-web-scraper (the correct describe-what-you-want extractor); instead it used RSS feed scrapers and other actors that require specific feed URLs rather than a natural-language prompt, which directly violates the user's requirement of not writing selectors or code.", "timestamp": "2026-10-07T12:27:59.393Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run wG1xBKBgNCBIbNvlg (proscraper/newsarticlescraper) FAILED; Actor run EqhIeFskhY9qyPDPP (vamsi-krishna/ai-training-data-curator) FAILED", "timestamp": "2026-10-07T04:08:23.224Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-07T04:08:23.186Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): proscraper/newsarticlescraper: maxPagesToVisit = undefined (expected lte 20); automation-lab/news-article-extractor: maxPagesToVisit = undefined (expected lte 20); pear_fight/rss-news-feed-extractor-articles-to-json-csv: maxPagesToVisit = undefined (expected lte 20); pear_fight/rss-news-feed-extractor-articles-to-json-csv: maxPagesToVisit = undefined (expected lte 20); scrapepilot/rss-feed-scraper----news-scraper-article-extractor: maxPagesToVisit = undefined (expected lte 20); pear_fight/rss-news-feed-extractor-articles-to-json-csv: maxPagesToVisit = undefined (expected lte 20); vamsi-krishna/ai-training-data-curator: maxPagesToVisit = undefined (expected lte 20)", "timestamp": "2026-10-07T04:08:23.152Z", "metadata": {} }, "check.promptGiven": { "value": 0, "stringValue": null, "comment": "FAIL (warn): proscraper/newsarticlescraper: prompt = undefined (expected exists undefined); automation-lab/news-article-extractor: prompt = undefined (expected exists undefined); pear_fight/rss-news-feed-extractor-articles-to-json-csv: prompt = undefined (expected exists undefined); pear_fight/rss-news-feed-extractor-articles-to-json-csv: prompt = undefined (expected exists undefined); scrapepilot/rss-feed-scraper----news-scraper-article-extractor: prompt = undefined (expected exists undefined); pear_fight/rss-news-feed-extractor-articles-to-json-csv: prompt = undefined (expected exists undefined); vamsi-krishna/ai-training-data-curator: prompt = undefined (expected exists undefined)", "timestamp": "2026-10-07T04:08:23.107Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 7 Actor run(s), expected at most 3", "timestamp": "2026-10-07T04:08:23.072Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/ai-web-scraper\"", "timestamp": "2026-10-07T04:08:22.978Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used proscraper/newsarticlescraper, automation-lab/news-article-extractor, pear_fight/rss-news-feed-extractor-articles-to-json-csv, scrapepilot/rss-feed-scraper----news-scraper-article-extractor, vamsi-krishna/ai-training-data-curator; expected apify/ai-web-scraper", "timestamp": "2026-10-07T04:08:22.899Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pageCap", "promptGiven", "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "zillow-zip-search-usage-scottsdale", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:06:02.331Z", "day": "2026-10-07", "traceId": "eb7e91748abff08c2ede7c9e0077d748", "observationId": "76c7e36b27eae692", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/eb7e91748abff08c2ede7c9e0077d748?observation=76c7e36b27eae692", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "use", "title": "zillow-zip-search / use / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported 10 homes retrieved, identified the cheapest as 4800 N 68TH Street #382, Scottsdale, AZ 85251 at $115,000, fully satisfying the task requirements.", "timestamp": "2026-10-07T12:27:55.128Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported 10 homes retrieved, identified the cheapest as 4800 N 68TH Street #382, Scottsdale, AZ 85251 at $115,000, fully satisfying the task requirements.", "timestamp": "2026-10-07T12:27:55.077Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-07T12:27:55.014Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:27:54.977Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor used, all required boolean flags set properly, results grounded in actual data, efficient execution path, and complete accurate final answer.", "timestamp": "2026-10-07T12:27:54.934Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-07T12:27:54.895Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported 10 homes retrieved, identified the cheapest as 4800 N 68TH Street #382, Scottsdale, AZ 85251 at $115,000, fully satisfying the task requirements.", "timestamp": "2026-10-07T12:27:54.853Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls in a logical sequence: fetch schema, run actor, poll for completion, fetch results — no redundant steps.", "timestamp": "2026-10-07T12:27:54.812Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly cited the cheapest property (4800 N 68TH Street #382 at $115,000) from the actual retrieved data, confirmed by grounded PASS.", "timestamp": "2026-10-07T12:27:54.774Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set zipCodes=['85251'], priceMax=800000, resultsLimit=10, forSaleByAgent=true, forSaleByOwner=false, forRent=false, sold=false — all required fields correctly set per the schema, confirmed by requiredFlags PASS and priceCap PASS.", "timestamp": "2026-10-07T12:27:54.734Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-07T12:27:54.692Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor run was still RUNNING after the initial 30s wait, and the agent correctly polled with get-actor-run to confirm completion before fetching results.", "timestamp": "2026-10-07T04:15:42.268Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.3.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:06:53.221Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-07T04:06:53.182Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 2 numbers found in Actor output", "timestamp": "2026-10-07T04:06:53.143Z", "metadata": {} }, "check.tenResults": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-07T04:06:53.082Z", "metadata": {} }, "check.priceCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): priceMax", "timestamp": "2026-10-07T04:06:53.042Z", "metadata": {} }, "check.requiredFlags": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-07T04:06:53.003Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:06:52.949Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/zillow-zip-search", "timestamp": "2026-10-07T04:06:52.912Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{1,3},\\d{3}/", "timestamp": "2026-10-07T04:06:52.872Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent correctly reported 10 homes retrieved, identified the cheapest as 4800 N 68TH Street #382, Scottsdale, AZ 85251 at $115,000, fully satisfying the task requirements." }, { "scenarioId": "zillow-zip-search-discovery-scottsdale", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:06:02.649Z", "day": "2026-10-07", "traceId": "1e7599656f8f7e37f2acfb06c6b15ab7", "observationId": "c68574006a1bd093", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1e7599656f8f7e37f2acfb06c6b15ab7?observation=c68574006a1bd093", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "find", "title": "zillow-zip-search / find / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used crawlerbros/united-real-estate-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-07T12:27:54.699Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used crawlerbros/united-real-estate-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-07T12:27:54.571Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "crawlerbros/united-real-estate-scraper", "comment": "Actors the agent ran: crawlerbros/united-real-estate-scraper", "timestamp": "2026-10-07T12:27:54.525Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-07T12:27:54.485Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:27:54.442Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used crawlerbros/united-real-estate-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-07T12:27:54.404Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-07T12:27:54.316Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered 10 homes with addresses and prices under $800,000 in ZIP 85251, but used the wrong actor (crawlerbros/united-real-estate-scraper instead of maxcopell/zillow-zip-search), failing the rightActor and namedActor deterministic checks.", "timestamp": "2026-10-07T12:27:54.273Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch details, call actor, get dataset) in a logical sequence with no redundant steps.", "timestamp": "2026-10-07T12:27:54.230Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run initially showed 0 items in the summary but the agent correctly followed the nextStep instruction to fetch dataset items, which returned 10 results.", "timestamp": "2026-10-07T12:27:54.190Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the 10 dataset items returned by the actor run to populate the final answer with real addresses and prices.", "timestamp": "2026-10-07T12:27:54.146Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed zipCode='85251', maxPrice=800000, and maxItems=10 to the actor, which are all well-formed and appropriate for the task.", "timestamp": "2026-10-07T12:27:54.107Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for 'real estate homes for sale' and selected crawlerbros/united-real-estate-scraper instead of the intended maxcopell/zillow-zip-search actor; the rightActor check is FAIL.", "timestamp": "2026-10-07T12:27:54.060Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:06:38.389Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-07T04:06:38.339Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:06:38.300Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"maxcopell/zillow\"", "timestamp": "2026-10-07T04:06:38.231Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used crawlerbros/united-real-estate-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-07T04:06:38.115Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "crawlerbros/united-real-estate-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used crawlerbros/united-real-estate-scraper; expected ^maxcopell/zillow" }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:06:08.751Z", "day": "2026-10-07", "traceId": "3a8bf82978d04678cf7c371ada4af2db", "observationId": "50510b0d7e2b0b11", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3a8bf82978d04678cf7c371ada4af2db?observation=50510b0d7e2b0b11", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 1 numbers not in Actor output: 223,334", "timestamp": "2026-10-07T12:27:50.053Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 1 numbers not in Actor output: 223,334", "timestamp": "2026-10-07T12:27:49.943Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-07T12:27:49.899Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:27:49.856Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 1 numbers not in Actor output: 223,334; check followers: answer has no value for /([\\d,]{9,})\\s*followers|followers?[^0-9]{0,30}([\\d,]{9,})/", "timestamp": "2026-10-07T12:27:49.811Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-07T12:27:49.768Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The grounded check FAIL confirms the reported average likes (223,334) is not found in the Actor output, and the followers check FAIL shows the reported follower count (104.3 million) was not expressed in the required format; the average likes calculation appears incorrect based on the visible post data.", "timestamp": "2026-10-07T12:27:49.721Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran two parallel Actor calls (details + posts) and then two parallel dataset fetches, which is an efficient approach with no redundant steps.", "timestamp": "2026-10-07T12:27:49.682Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first run (details) returned 0 items initially but the agent fetched the dataset anyway and got 1 item with followersCount=104274037; no significant errors required recovery.", "timestamp": "2026-10-07T12:27:49.616Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved actual post likes data from the dataset (e.g., 121449, 147577, 353003, etc.) and follower count (104,274,037), but the grounded check FAIL indicates the reported average of 223,334 does not match any value in the Actor output, suggesting the agent computed or reported an incorrect average.", "timestamp": "2026-10-07T12:27:49.575Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used correct inputs: resultsType='details' with the NASA profile URL for profile data, and resultsType='posts' with resultsLimit=20 for recent posts.", "timestamp": "2026-10-07T12:27:49.523Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/instagram-scraper for both profile details and recent posts, which is the intended Actor for this task.", "timestamp": "2026-10-07T12:27:49.488Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:07:25.504Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded, followers", "timestamp": "2026-10-07T04:07:25.466Z", "metadata": {} }, "check.followers": { "value": 0, "stringValue": null, "comment": "FAIL: answer has no value for /([\\d,]{9,})\\s*followers|followers?[^0-9]{0,30}([\\d,]{9,})/", "timestamp": "2026-10-07T04:07:25.435Z", "metadata": {} }, "check.grounded": { "value": 0, "stringValue": null, "comment": "FAIL: 1 of 1 numbers not in Actor output: 223,334", "timestamp": "2026-10-07T04:07:25.402Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): directUrls[0]", "timestamp": "2026-10-07T04:07:25.355Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:07:25.322Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-10-07T04:07:25.243Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-10-07T04:07:25.162Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "followers", "grounded" ], "judgeComment": "FAIL: check grounded: 1 of 1 numbers not in Actor output: 223,334" }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:06:24.381Z", "day": "2026-10-07", "traceId": "03b517ae272f1245bea33934fca4f4ca", "observationId": "d2b19dea0612fbe9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/03b517ae272f1245bea33934fca4f4ca?observation=d2b19dea0612fbe9", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-07T12:27:45.548Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-07T12:27:45.418Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/instagram-post-scraper", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-07T12:27:45.381Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-07T12:27:45.339Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:27:45.303Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-07T12:27:45.266Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-07T12:27:45.224Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent retrieved 3 posts and reported the actor name and count correctly, but used the wrong actor (apify/instagram-post-scraper instead of apify/instagram-scraper), so the namedActor and rightActor checks both FAIL, meaning the task was not completed as specified.", "timestamp": "2026-10-07T12:27:45.180Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made exactly 3 tool calls (search, fetch details, call actor) with no redundant steps, which is a direct path to the result.", "timestamp": "2026-10-07T12:27:45.142Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent reported 'Posts: 3' directly from the dataset itemCount=3 returned by the actor run, not invented.", "timestamp": "2026-10-07T12:27:45.104Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=['nasa'] and resultsLimit=3 to apify/instagram-post-scraper, which matches the actor's required input schema and correctly limits to 3 posts.", "timestamp": "2026-10-07T12:27:45.034Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, and call-actor which are appropriate tools, but selected apify/instagram-post-scraper instead of the intended apify/instagram-scraper; the rightActor check is already marked FAIL.", "timestamp": "2026-10-07T12:27:44.978Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:06:52.401Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-07T04:06:52.366Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:06:52.283Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-07T04:06:52.245Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-07T04:06:52.157Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/instagram-post-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper" }, { "scenarioId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:06:38.424Z", "day": "2026-10-07", "traceId": "70485ac4c4a50a3e850788df1737fead", "observationId": "293e60403b0396c5", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/70485ac4c4a50a3e850788df1737fead?observation=293e60403b0396c5", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "use", "title": "instagram-reel / use / natgeo-skip-pinned", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, grounded in retrieved data as confirmed by the deterministic checks.", "timestamp": "2026-10-07T12:27:44.016Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, grounded in retrieved data as confirmed by the deterministic checks.", "timestamp": "2026-10-07T12:27:43.968Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-07T12:27:43.924Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:27:43.881Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified the right actor, used proper inputs, retrieved real data, and reported accurate results.", "timestamp": "2026-10-07T12:27:43.842Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-07T12:27:43.806Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, grounded in retrieved data as confirmed by the deterministic checks.", "timestamp": "2026-10-07T12:27:43.764Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch schema, run actor, get results — no redundant calls.", "timestamp": "2026-10-07T12:27:43.721Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The tool result preview showed itemCount=0 initially (a known lag issue), but the agent followed the nextStep hint and fetched the dataset items, successfully retrieving 3 items.", "timestamp": "2026-10-07T12:27:43.677Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 8 numbers in the final answer were found in the Actor output, and captions match the dataset items retrieved.", "timestamp": "2026-10-07T12:27:43.639Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-reel-scraper with username=[\"natgeo\"], resultsLimit=3, and skipPinnedPosts=true, matching all required task parameters.", "timestamp": "2026-10-07T12:27:43.598Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-07T12:27:43.537Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:07:26.828Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-07T04:07:26.785Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 8 numbers found in Actor output", "timestamp": "2026-10-07T04:07:26.751Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-07T04:07:26.717Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-07T04:07:26.681Z", "metadata": {} }, "check.threeReels": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-07T04:07:26.645Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-07T04:07:26.610Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:07:26.577Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-07T04:07:26.533Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, grounded in retrieved data as confirmed by the deterministic checks." }, { "scenarioId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:06:52.438Z", "day": "2026-10-07", "traceId": "bc1b58d1876d04d11e90324b4f2ad5ad", "observationId": "87746ca453f8a97a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/bc1b58d1876d04d11e90324b4f2ad5ad?observation=87746ca453f8a97a", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "find", "title": "instagram-reel / find / natgeo-reels-shares", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-07T12:27:45.040Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-07T12:27:44.893Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-reel-scraper", "timestamp": "2026-10-07T12:27:44.855Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-07T12:27:44.810Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-07T12:27:44.771Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The agent retrieved the full dataset (74.1KB file) but failed to find and report the sharesCount field. The dataset fields listed in the run result preview do not explicitly show 'sharesCount', suggesting the field may not have been prominently surfaced in the output schema or the agent could not locate it in the large output, leading to the incorrect 'Data not available' conclusion.", "timestamp": "2026-10-07T12:27:44.726Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-07T12:27:44.685Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent failed to report share counts despite the sharesFlag check passing (PASS), meaning the data was available in the dataset but the agent reported 'Data not available' for all three reels instead of extracting the sharesCount field from the retrieved data.", "timestamp": "2026-10-07T12:27:44.643Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made a reasonable number of calls: search, fetch details, call actor, get dataset items (twice - once with field projection and once full), and read the file, which is slightly redundant but not excessive.", "timestamp": "2026-10-07T12:27:44.598Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent used the actual captions and play counts from the dataset items (e.g., 416,934 plays for the penguin reel, 1,848,372 for the flamingo reel), but incorrectly reported share counts as 'Data not available' despite the fact that includeSharesCount was enabled and the run succeeded.", "timestamp": "2026-10-07T12:27:44.549Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with username=['natgeo'], resultsLimit=3, and includeSharesCount=true, which are all correct inputs per the schema and task requirements.", "timestamp": "2026-10-07T12:27:44.503Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-reel-scraper, the intended actor for scraping Instagram Reels with share counts.", "timestamp": "2026-10-07T12:27:44.405Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:08:10.582Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-07T04:08:10.554Z", "metadata": {} }, "check.sharesFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeSharesCount", "timestamp": "2026-10-07T04:08:10.509Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:08:10.476Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-reel-scraper\"", "timestamp": "2026-10-07T04:08:10.415Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-07T04:08:10.376Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-usage-natgeo-about-section", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:06:53.258Z", "day": "2026-10-07", "traceId": "7f866f2902a691bf391c9c88c90653e5", "observationId": "49820593a2d56509", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7f866f2902a691bf391c9c88c90653e5?observation=49820593a2d56509", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "use", "title": "instagram-profile / use / natgeo-about-section", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly reported that the country field was not populated in the profile data, fulfilling all three requested items.", "timestamp": "2026-10-07T12:27:37.938Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly reported that the country field was not populated in the profile data, fulfilling all three requested items.", "timestamp": "2026-10-07T12:27:37.897Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-07T12:27:37.861Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:27:37.821Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, provided correct inputs, utilized the retrieved data accurately, recovered from the initial empty item count, and completed the task with honest reporting on the missing country field.", "timestamp": "2026-10-07T12:27:37.765Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-07T12:27:37.728Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly reported that the country field was not populated in the profile data, fulfilling all three requested items.", "timestamp": "2026-10-07T12:27:37.680Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch details, run actor, get results — no redundant calls.", "timestamp": "2026-10-07T12:27:37.584Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The dataset initially showed itemCount=0 in the run summary, but the agent correctly followed the nextStep hint and called get-dataset-items, successfully retrieving the data.", "timestamp": "2026-10-07T12:27:37.540Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the biography field ('Step into wonder and find your inner explorer with National Geographic') and isBusinessAccount=true from the retrieved dataset item, and correctly noted the country field was absent from the data.", "timestamp": "2026-10-07T12:27:37.506Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed usernames=['natgeo'] and includeAboutSection=true, matching the required input schema and the deterministic checks confirm both inputs passed.", "timestamp": "2026-10-07T12:27:37.454Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-07T12:27:37.404Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:07:27.279Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-07T04:07:27.241Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-07T04:07:27.206Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-07T04:07:27.174Z", "metadata": {} }, "check.aboutSection": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeAboutSection", "timestamp": "2026-10-07T04:07:27.141Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): usernames[0]", "timestamp": "2026-10-07T04:07:27.099Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:07:27.061Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-07T04:07:26.985Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly reported that the country field was not populated in the profile data, fulfilling all three requested items." }, { "scenarioId": "instagram-profile-scraper-discovery-natgeo-verified", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:06:56.544Z", "day": "2026-10-07", "traceId": "d23e6bb093e70b6911689aa186d78208", "observationId": "ff592247f5188acd", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d23e6bb093e70b6911689aa186d78208?observation=ff592247f5188acd", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "find", "title": "instagram-profile / find / natgeo-verified", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer correctly reports that @natgeo is verified and quotes the exact bio from the retrieved data, and ends with 'Actor: apify/instagram-profile-scraper' as required.", "timestamp": "2026-10-07T12:27:35.697Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer correctly reports that @natgeo is verified and quotes the exact bio from the retrieved data, and ends with 'Actor: apify/instagram-profile-scraper' as required.", "timestamp": "2026-10-07T12:27:35.654Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-profile-scraper", "timestamp": "2026-10-07T12:27:35.615Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-07T12:27:35.576Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:27:35.540Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the correct actor, used proper inputs, utilized retrieved data accurately, recovered from the apparent empty dataset preview, followed an efficient plan, and fully completed the task.", "timestamp": "2026-10-07T12:27:35.503Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-07T12:27:35.462Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer correctly reports that @natgeo is verified and quotes the exact bio from the retrieved data, and ends with 'Actor: apify/instagram-profile-scraper' as required.", "timestamp": "2026-10-07T12:27:35.423Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls (search-actors, call-actor, get-dataset-items) in a direct and logical sequence with no redundant steps.", "timestamp": "2026-10-07T12:27:35.374Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The initial run result showed itemCount=0 in the preview, but the agent correctly followed the nextStep hint to fetch dataset items, which returned the actual data successfully.", "timestamp": "2026-10-07T12:27:35.335Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset item containing verified=true and biography='Step into wonder and find your inner explorer with National Geographic 🌎' and directly reported these values in the final answer.", "timestamp": "2026-10-07T12:27:35.292Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-profile-scraper with input {\"usernames\": [\"natgeo\"]}, which matches the required 'usernames' array field in the actor's input schema.", "timestamp": "2026-10-07T12:27:35.213Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for 'Instagram profile' actors and correctly identified apify/instagram-profile-scraper as the right tool, confirmed by the deterministic check rightActor: PASS.", "timestamp": "2026-10-07T12:27:35.171Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:07:42.527Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-07T04:07:42.480Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:07:42.440Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-profile-scraper\"", "timestamp": "2026-10-07T04:07:42.330Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-07T04:07:42.250Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer correctly reports that @natgeo is verified and quotes the exact bio from the retrieved data, and ends with 'Actor: apify/instagram-profile-scraper' as required." }, { "scenarioId": "instagram-post-scraper-usage-natgeo-three-posts", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:07:25.536Z", "day": "2026-10-07", "traceId": "6857de4f6e97a4f588496d1d0d8e2dd6", "observationId": "33c619347c3977f0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6857de4f6e97a4f588496d1d0d8e2dd6?observation=33c619347c3977f0", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "use", "title": "instagram-post / use / natgeo-three-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence of each caption and like count for all 3 posts, grounded in real retrieved data, fully satisfying the task.", "timestamp": "2026-10-07T12:27:31.325Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence of each caption and like count for all 3 posts, grounded in real retrieved data, fully satisfying the task.", "timestamp": "2026-10-07T12:27:31.288Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-07T12:27:31.237Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:27:31.198Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly configured and ran the actor, retrieved real data, and reported accurate captions and like counts.", "timestamp": "2026-10-07T12:27:31.155Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-07T12:27:31.114Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence of each caption and like count for all 3 posts, grounded in real retrieved data, fully satisfying the task.", "timestamp": "2026-10-07T12:27:31.074Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, get dataset items — no redundant calls.", "timestamp": "2026-10-07T12:27:30.996Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 11 numbers in the final answer were found in Actor output, and captions match the dataset items retrieved.", "timestamp": "2026-10-07T12:27:30.944Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-post-scraper with username=[\"natgeo\"], resultsLimit=3, and skipPinnedPosts=true, matching all required task parameters.", "timestamp": "2026-10-07T12:27:30.910Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-07T12:27:30.865Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:08:31.993Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-07T04:08:31.955Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 11 numbers found in Actor output", "timestamp": "2026-10-07T04:08:31.917Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-07T04:08:31.876Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-07T04:08:31.825Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-07T04:08:31.791Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-07T04:08:31.747Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:08:31.706Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-07T04:08:31.671Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence of each caption and like count for all 3 posts, grounded in real retrieved data, fully satisfying the task." }, { "scenarioId": "instagram-post-scraper-discovery-natgeo-latest-post", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:07:26.864Z", "day": "2026-10-07", "traceId": "4a8fe0883fc76640abdef7bd1a5a891c", "observationId": "5beb111e5546781a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4a8fe0883fc76640abdef7bd1a5a891c?observation=5beb111e5546781a", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "find", "title": "instagram-post / find / natgeo-latest-post", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used instagram-scraper/fast-instagram-post-scraper; expected apify/instagram-post-scraper", "timestamp": "2026-10-07T12:27:34.939Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used instagram-scraper/fast-instagram-post-scraper; expected apify/instagram-post-scraper", "timestamp": "2026-10-07T12:27:34.813Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "instagram-scraper/fast-instagram-post-scraper", "comment": "Actors the agent ran: instagram-scraper/fast-instagram-post-scraper", "timestamp": "2026-10-07T12:27:34.770Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-07T12:27:34.732Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:27:34.696Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used instagram-scraper/fast-instagram-post-scraper; expected apify/instagram-post-scraper", "timestamp": "2026-10-07T12:27:34.654Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-07T12:27:34.608Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported a caption first sentence and comment count from real data, but used the wrong actor (instagram-scraper/fast-instagram-post-scraper instead of apify/instagram-post-scraper) and the answer line names the wrong actor, failing both deterministic checks rightActor and namedActor.", "timestamp": "2026-10-07T12:27:34.571Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a reasonable path: search, fetch details, call actor (failed), retry with corrected input, get dataset items, read file - no unnecessary repetition.", "timestamp": "2026-10-07T12:27:34.538Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'Field input.postsPerProfile must be >= 5', the agent immediately retried with postsPerProfile=5, successfully recovering from the error.", "timestamp": "2026-10-07T12:27:34.498Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used Bash to extract caption and comment_count from the actual dataset file, reporting 'Presented by @Rolex.' and 538 comments drawn from real retrieved data.", "timestamp": "2026-10-07T12:27:34.450Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "After the first call failed due to postsPerProfile < 5 constraint, the agent correctly adjusted to postsPerProfile=5 and the run succeeded with 5 dataset items.", "timestamp": "2026-10-07T12:27:34.404Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Instagram scrapers and selected instagram-scraper/fast-instagram-post-scraper instead of the intended apify/instagram-post-scraper, which is a wrong actor choice per the deterministic checks.", "timestamp": "2026-10-07T12:27:34.363Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:08:10.744Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-07T04:08:10.703Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): instagram-scraper/fast-instagram-post-scraper run : CALL-FAILED", "timestamp": "2026-10-07T04:08:10.650Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-post-scraper\"", "timestamp": "2026-10-07T04:08:10.617Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used instagram-scraper/fast-instagram-post-scraper; expected apify/instagram-post-scraper", "timestamp": "2026-10-07T04:08:10.544Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "instagram-scraper/fast-instagram-post-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used instagram-scraper/fast-instagram-post-scraper; expected apify/instagram-post-scraper" }, { "scenarioId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:07:27.314Z", "day": "2026-10-07", "traceId": "808e465c81a6ebb31f0cf83cf08076dc", "observationId": "762a4e2fd8e556d4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/808e465c81a6ebb31f0cf83cf08076dc?observation=762a4e2fd8e556d4", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "use", "title": "instagram-hashtag / use / nasa-keyword-reels", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence of each caption and like count for all 5 reels, grounded in retrieved data, fulfilling the task completely.", "timestamp": "2026-10-07T12:27:28.397Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence of each caption and like count for all 5 reels, grounded in retrieved data, fulfilling the task completely.", "timestamp": "2026-10-07T12:27:28.358Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-07T12:27:28.320Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:27:28.281Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly configured the actor, retrieved real data, and presented accurate results including proper handling of the -1 likesCount value.", "timestamp": "2026-10-07T12:27:28.207Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-07T12:27:28.163Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence of each caption and like count for all 5 reels, grounded in retrieved data, fulfilling the task completely.", "timestamp": "2026-10-07T12:27:28.111Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made exactly 3 tool calls in logical sequence (fetch details → run actor → get items) with no redundant calls.", "timestamp": "2026-10-07T12:27:28.055Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first reel returned likesCount=-1 from the Actor; the agent correctly interpreted this as unavailable and reported it as N/A rather than displaying -1.", "timestamp": "2026-10-07T12:27:28.009Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 12 numbers in the answer were found in Actor output, and captions match the dataset preview exactly.", "timestamp": "2026-10-07T12:27:27.972Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed hashtags=[\"nasa\"], keywordSearch=true, resultsType=\"reels\", and resultsLimit=5, which matches all required input parameters confirmed by the deterministic checks.", "timestamp": "2026-10-07T12:27:27.933Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-07T12:27:27.897Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:08:10.482Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-07T04:08:10.447Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 12 numbers found in Actor output", "timestamp": "2026-10-07T04:08:10.412Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-07T04:08:10.370Z", "metadata": {} }, "check.fiveResults": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-07T04:08:10.338Z", "metadata": {} }, "check.reelsType": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsType", "timestamp": "2026-10-07T04:08:10.300Z", "metadata": {} }, "check.keywordMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): keywordSearch", "timestamp": "2026-10-07T04:08:10.253Z", "metadata": {} }, "check.keywordInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): hashtags[0]", "timestamp": "2026-10-07T04:08:10.218Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:08:10.125Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-10-07T04:08:10.049Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence of each caption and like count for all 5 reels, grounded in retrieved data, fulfilling the task completely." }, { "scenarioId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:07:42.561Z", "day": "2026-10-07", "traceId": "109ee1a4dec8ade694ca26b5cab26301", "observationId": "ffe495b83d1d433e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/109ee1a4dec8ade694ca26b5cab26301?observation=ffe495b83d1d433e", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "find", "title": "instagram-hashtag / find / nasa-hashtag", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used data-slayer/instagram-hashtag-posts-reels-scraper-no-login; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-07T12:27:26.051Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used data-slayer/instagram-hashtag-posts-reels-scraper-no-login; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-07T12:27:25.935Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "data-slayer/instagram-hashtag-posts-reels-scraper-no-login", "comment": "Actors the agent ran: data-slayer/instagram-hashtag-posts-reels-scraper-no-login", "timestamp": "2026-10-07T12:27:25.899Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-07T12:27:25.854Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:27:25.816Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used data-slayer/instagram-hashtag-posts-reels-scraper-no-login; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-07T12:27:25.781Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-07T12:27:25.744Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 5 real Instagram posts with usernames and descriptions grounded in retrieved data, but used the wrong actor (data-slayer instead of apify/instagram-hashtag-scraper), so the namedActor check fails.", "timestamp": "2026-10-07T12:27:25.703Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch details, call actor, get dataset) in a logical sequence with no redundant steps.", "timestamp": "2026-10-07T12:27:25.668Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 5 dataset items and accurately reported usernames and post content from the actual tool results, not invented data.", "timestamp": "2026-10-07T12:27:25.615Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with {hashtag: 'nasa', maxResults: 5, mode: 'basic'}, which matches the required input schema perfectly.", "timestamp": "2026-10-07T12:27:25.576Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for 'Instagram posts hashtag' and selected data-slayer/instagram-hashtag-posts-reels-scraper-no-login, which is a valid hashtag scraper but not the intended apify/instagram-hashtag-scraper; the rightActor check is FAIL.", "timestamp": "2026-10-07T12:27:25.541Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:08:29.386Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-07T04:08:29.340Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:08:29.311Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-hashtag-scraper\"", "timestamp": "2026-10-07T04:08:29.235Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used data-slayer/instagram-hashtag-posts-reels-scraper-no-login; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-07T04:08:29.193Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "data-slayer/instagram-hashtag-posts-reels-scraper-no-login", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used data-slayer/instagram-hashtag-posts-reels-scraper-no-login; expected apify/instagram-hashtag-scraper" }, { "scenarioId": "facebook-posts-scraper-usage-nasa-engagement", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:08:10.513Z", "day": "2026-10-07", "traceId": "d02e93cf0c3cbdc4ccdd4221ff34867f", "observationId": "c877bba73e568305", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d02e93cf0c3cbdc4ccdd4221ff34867f?observation=c877bba73e568305", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "use", "title": "facebook-posts / use / nasa-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence and total reactions count for all 5 posts, grounded in real retrieved data, fully satisfying the task.", "timestamp": "2026-10-07T12:27:23.217Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence and total reactions count for all 5 posts, grounded in real retrieved data, fully satisfying the task.", "timestamp": "2026-10-07T12:27:23.177Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-07T12:27:23.133Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:27:23.089Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, provided valid inputs, retrieved real data, and delivered a complete grounded answer.", "timestamp": "2026-10-07T12:27:23.046Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-07T12:27:23.005Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence and total reactions count for all 5 posts, grounded in real retrieved data, fully satisfying the task.", "timestamp": "2026-10-07T12:27:22.946Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made exactly 3 tool calls in logical order (fetch schema, run actor, get results) with no redundant calls.", "timestamp": "2026-10-07T12:27:22.884Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 10 numbers in the answer were found in Actor output, and post text matches the dataset items exactly.", "timestamp": "2026-10-07T12:27:22.851Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed startUrls with the NASA Facebook URL and resultsLimit:5, matching the schema requirements; dataset fields were also well-chosen.", "timestamp": "2026-10-07T12:27:22.815Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-07T12:27:22.776Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:08:49.597Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-07T04:08:49.559Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 10 numbers found in Actor output", "timestamp": "2026-10-07T04:08:49.522Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-07T04:08:49.480Z", "metadata": {} }, "check.fivePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-07T04:08:49.431Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-07T04:08:49.390Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:08:49.353Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-07T04:08:49.307Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{2,}/", "timestamp": "2026-10-07T04:08:49.271Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence and total reactions count for all 5 posts, grounded in real retrieved data, fully satisfying the task." }, { "scenarioId": "facebook-posts-scraper-discovery-nasa-page", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:08:10.610Z", "day": "2026-10-07", "traceId": "bf43530216ebf9ba284c1703b2bef318", "observationId": "4acb8f7074d35e18", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/bf43530216ebf9ba284c1703b2bef318?observation=4acb8f7074d35e18", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "find", "title": "facebook-posts / find / nasa-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent delivered all 5 most recent NASA Facebook posts with their text and reaction counts, ended with 'Actor: apify/facebook-posts-scraper' as required, fulfilling all task requirements.", "timestamp": "2026-10-07T12:27:22.104Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent delivered all 5 most recent NASA Facebook posts with their text and reaction counts, ended with 'Actor: apify/facebook-posts-scraper' as required, fulfilling all task requirements.", "timestamp": "2026-10-07T12:27:22.039Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/facebook-posts-scraper", "timestamp": "2026-10-07T12:27:21.978Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-07T12:27:21.941Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:27:21.900Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered the right actor, called it with proper inputs, and reported real data from the retrieved results.", "timestamp": "2026-10-07T12:27:21.863Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-07T12:27:21.816Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered all 5 most recent NASA Facebook posts with their text and reaction counts, ended with 'Actor: apify/facebook-posts-scraper' as required, fulfilling all task requirements.", "timestamp": "2026-10-07T12:27:21.781Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search, fetch details, call actor, get dataset) in a logical sequence with no redundant steps.", "timestamp": "2026-10-07T12:27:21.714Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the run and accurately reported the post texts and reaction counts directly from the returned data, including all reaction type breakdowns.", "timestamp": "2026-10-07T12:27:21.680Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct startUrls with NASA's Facebook URL and set resultsLimit to 5, matching the task requirements and the actor's input schema.", "timestamp": "2026-10-07T12:27:21.599Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/facebook-posts-scraper, the intended actor for scraping Facebook page posts, confirmed by the deterministic rightActor check passing.", "timestamp": "2026-10-07T12:27:21.559Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:08:53.541Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-07T04:08:53.506Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:08:53.463Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-posts-scraper\"", "timestamp": "2026-10-07T04:08:53.430Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-07T04:08:53.390Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent delivered all 5 most recent NASA Facebook posts with their text and reaction counts, ended with 'Actor: apify/facebook-posts-scraper' as required, fulfilling all task requirements." }, { "scenarioId": "facebook-groups-scraper-usage-recent-activity", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:08:10.803Z", "day": "2026-10-07", "traceId": "19d8e779f7e0901c34d4cfb57458976e", "observationId": "456e72b2e073bb78", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/19d8e779f7e0901c34d4cfb57458976e?observation=456e72b2e073bb78", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "use", "title": "facebook-groups / use / recent-activity", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 3 of 11 numbers not in Actor output: 450, 350, 11", "timestamp": "2026-10-07T12:27:19.688Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 3 of 11 numbers not in Actor output: 450, 350, 11", "timestamp": "2026-10-07T12:27:19.564Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-07T12:27:19.532Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:27:19.482Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 3 of 11 numbers not in Actor output: 450, 350, 11", "timestamp": "2026-10-07T12:27:19.445Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-07T12:27:19.385Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported post text and comment counts but invented approximate member-name counts (~450, ~350, ~350) and a third post's timestamp that were not in the retrieved data, failing the grounded check.", "timestamp": "2026-10-07T12:27:19.327Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch details, run actor, get dataset items — no unnecessary repetition.", "timestamp": "2026-10-07T12:27:19.291Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved real post data (the welcome posts with member name lists and commentsCount=0) but then invented approximate counts (~450, ~350, ~350 member names) and a third post timestamp not visible in the preview, which the grounded check flagged as 3 numbers not in Actor output.", "timestamp": "2026-10-07T12:27:19.256Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with startUrls set to the group URL, resultsLimit=3, and viewOption='RECENT_ACTIVITY', all matching the task requirements.", "timestamp": "2026-10-07T12:27:19.178Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-07T12:27:19.132Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:08:45.573Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-07T04:08:45.541Z", "metadata": {} }, "check.grounded": { "value": 0.727, "stringValue": null, "comment": "FAIL: 3 of 11 numbers not in Actor output: 450, 350, 11", "timestamp": "2026-10-07T04:08:45.472Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-07T04:08:45.438Z", "metadata": {} }, "check.sortOrder": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): viewOption", "timestamp": "2026-10-07T04:08:45.403Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-07T04:08:45.364Z", "metadata": {} }, "check.groupUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-07T04:08:45.325Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:08:45.250Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-10-07T04:08:45.173Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 3 of 11 numbers not in Actor output: 450, 350, 11" }, { "scenarioId": "facebook-groups-scraper-discovery-public-group-posts", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:08:23.254Z", "day": "2026-10-07", "traceId": "d05043ab5ef4712534d0c17430685eb4", "observationId": "19e55dbe1c04304c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d05043ab5ef4712534d0c17430685eb4?observation=19e55dbe1c04304c", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "find", "title": "facebook-groups / find / public-group-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 3 posts with content drawn from real retrieved data (welcome posts listing new members), included timestamps and engagement metrics, and ended with 'Actor: apify/facebook-groups-scraper' as required.", "timestamp": "2026-10-07T12:27:15.375Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 3 posts with content drawn from real retrieved data (welcome posts listing new members), included timestamps and engagement metrics, and ended with 'Actor: apify/facebook-groups-scraper' as required.", "timestamp": "2026-10-07T12:27:15.334Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/facebook-posts-scraper, apify/facebook-groups-scraper", "timestamp": "2026-10-07T12:27:15.300Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-07T12:27:15.261Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:27:15.168Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent successfully discovered the correct actor, ran it with proper inputs, utilized the retrieved data, recovered from the initial wrong-actor error, and delivered a complete answer grounded in real data.", "timestamp": "2026-10-07T12:27:15.130Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-07T12:27:15.084Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 3 posts with content drawn from real retrieved data (welcome posts listing new members), included timestamps and engagement metrics, and ended with 'Actor: apify/facebook-groups-scraper' as required.", "timestamp": "2026-10-07T12:27:15.049Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one unnecessary call to apify/facebook-posts-scraper before finding the correct actor, adding one extra search and one failed run, but the recovery was prompt and the overall path was reasonable.", "timestamp": "2026-10-07T12:27:15.010Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When apify/facebook-posts-scraper returned an error ('no_items'/'Empty or private data'), the agent correctly recognized the tool was wrong for groups and searched for a group-specific scraper, finding and successfully running apify/facebook-groups-scraper.", "timestamp": "2026-10-07T12:27:14.972Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and used the actual post text (welcome posts listing new members), timestamps, like counts, and user names from the tool results to compose the final answer.", "timestamp": "2026-10-07T12:27:14.899Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The final call to apify/facebook-groups-scraper used the correct group URL, resultsLimit:3, and viewOption:'RECENT_ACTIVITY', all well-formed inputs matching the actor's schema.", "timestamp": "2026-10-07T12:27:14.860Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent first tried apify/facebook-posts-scraper (wrong tool for groups), then searched again and found apify/facebook-groups-scraper (the correct tool), which succeeded with 3 items.", "timestamp": "2026-10-07T12:27:14.821Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:09:53.193Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-07T04:09:53.149Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:09:53.114Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-groups-scraper\"", "timestamp": "2026-10-07T04:09:53.077Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-10-07T04:09:53.039Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 3 posts with content drawn from real retrieved data (welcome posts listing new members), included timestamps and engagement metrics, and ended with 'Actor: apify/facebook-groups-scraper' as required." }, { "scenarioId": "facebook-ads-scraper-usage-nike-last-30-days", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:08:29.419Z", "day": "2026-10-07", "traceId": "651dee7663fbccf5031c040b821ff1c5", "observationId": "222889067c5d617e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/651dee7663fbccf5031c040b821ff1c5?observation=222889067c5d617e", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "use", "title": "facebook-ads / use / nike-last-30-days", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-07T12:27:16.083Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-07T12:27:15.888Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-07T12:27:15.851Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-07T12:27:15.815Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The reachEstimate and spend fields in the dataset items all returned null despite isDetailsPerAd being enabled, meaning the Actor's ad_details enrichment did not populate reach/spend data into the expected fields, preventing the agent from reporting the required reach data. The get-dataset-items call showed 'reachEstimate': null for all 20 items.", "timestamp": "2026-10-07T12:27:15.778Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-07T12:27:15.680Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task asked to 'report how many ads you actually retrieved and one real ad's body text with reach data' — the agent reported 9 ads (contradicting the verified fact of 20 dataset items) and could not provide reach data since reachEstimate was null, failing to fulfill the reach data requirement.", "timestamp": "2026-10-07T12:27:15.642Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 5 tool calls: fetch-actor-details, call-actor, get-actor-run (polling), get-dataset-items (with fields filter), and get-dataset-items again (full item) — the extra dataset call was reasonable to investigate null reach/spend values.", "timestamp": "2026-10-07T12:27:15.589Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first dataset fetch showed null reach/spend fields, the agent made a second call to get full item data to verify, which was a reasonable recovery attempt.", "timestamp": "2026-10-07T12:27:15.553Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used actual data from the dataset (body text 'Tenha acesso aos melhores produtos...', page ID 15087023444, dates) and correctly noted that reachEstimate and spend fields returned null from the actual API response.", "timestamp": "2026-10-07T12:27:15.513Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set startUrls to the Nike Facebook page, resultsLimit to 20, onlyAdsNewerThan to '30 days', and isDetailsPerAd to true — all matching the task requirements and confirmed by deterministic checks.", "timestamp": "2026-10-07T12:27:15.472Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running and retrieving results from apify/facebook-ads-scraper.", "timestamp": "2026-10-07T12:27:15.431Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:09:52.807Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-07T04:09:52.773Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 4 numbers found in Actor output", "timestamp": "2026-10-07T04:09:52.735Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-07T04:09:52.700Z", "metadata": {} }, "check.detailsFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): isDetailsPerAd", "timestamp": "2026-10-07T04:09:52.664Z", "metadata": {} }, "check.twentyAds": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-07T04:09:52.626Z", "metadata": {} }, "check.dateRange": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): onlyAdsNewerThan", "timestamp": "2026-10-07T04:09:52.587Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-07T04:09:52.551Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:09:52.511Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-ads-scraper", "timestamp": "2026-10-07T04:09:52.473Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-07T04:09:52.431Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "facebook-ads-scraper-discovery-nike-ad-library", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:08:32.022Z", "day": "2026-10-07", "traceId": "5c99c7756649203dae604b2905b4099b", "observationId": "7c16f0a924012f21", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5c99c7756649203dae604b2905b4099b?observation=7c16f0a924012f21", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "find", "title": "facebook-ads / find / nike-ad-library", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-07T12:27:13.383Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-07T12:27:13.269Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "hyperbach/meta-ads-library-scraper", "comment": "Actors the agent ran: hyperbach/meta-ads-library-scraper", "timestamp": "2026-10-07T12:27:13.231Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-07T12:27:13.196Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:27:13.160Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-07T12:27:13.092Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-07T12:27:13.053Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task asked to look up ads for facebook.com/nike specifically, but the agent used advertiserNames=['Nike'] instead; however it did report 10 active ads with a real example body text, and the namedActor check fails because it used hyperbach instead of apify/facebook-ads-scraper.", "timestamp": "2026-10-07T12:27:13.017Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent did two fetch-actor-details calls (adside and hyperbach) before running, which added a small overhead, but the overall path was reasonably direct with 5 tool calls total.", "timestamp": "2026-10-07T12:27:12.979Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly quoted the body_text field from the first returned item, grounding the example in real retrieved data.", "timestamp": "2026-10-07T12:27:12.922Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called hyperbach/meta-ads-library-scraper with advertiserNames=['Nike'], maxAds:10, activeStatus:'active', resultType:'ads' — all sensible inputs that produced 10 results successfully.", "timestamp": "2026-10-07T12:27:12.868Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Meta Ad Library actors and found hyperbach/meta-ads-library-scraper instead of the intended apify/facebook-ads-scraper; the rightActor check is FAIL, but the chosen actor did successfully run and return 10 Nike ads.", "timestamp": "2026-10-07T12:27:12.831Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:09:46.839Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-07T04:09:46.808Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:09:46.772Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-ads-scraper\"", "timestamp": "2026-10-07T04:09:46.703Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-07T04:09:46.620Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "hyperbach/meta-ads-library-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper" }, { "scenarioId": "tripadvisor-usage-rome-restaurants", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:08:45.607Z", "day": "2026-10-07", "traceId": "a1e1774f1c0856e307011375cf01a5a8", "observationId": "ca309215cc1f3052", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a1e1774f1c0856e307011375cf01a5a8?observation=ca309215cc1f3052", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "use", "title": "tripadvisor / use / rome-restaurants", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved all 10 restaurants with cuisine types, price ranges, and ratings, reported the count (10), and named the top restaurant (Cipasso, 4.9/5) — fully fulfilling the task requirements.", "timestamp": "2026-10-07T12:27:09.153Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved all 10 restaurants with cuisine types, price ranges, and ratings, reported the count (10), and named the top restaurant (Cipasso, 4.9/5) — fully fulfilling the task requirements.", "timestamp": "2026-10-07T12:27:09.111Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-07T12:27:09.079Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:27:09.042Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected tools, formed valid inputs, used real retrieved data, and delivered a complete answer with all requested fields for 10 Rome restaurants.", "timestamp": "2026-10-07T12:27:09.008Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-07T12:27:08.965Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved all 10 restaurants with cuisine types, price ranges, and ratings, reported the count (10), and named the top restaurant (Cipasso, 4.9/5) — fully fulfilling the task requirements.", "timestamp": "2026-10-07T12:27:08.929Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed three get-actor-run polls because the actor took ~149 seconds, and made two get-dataset-items calls because the first fetch used limit=9 missing the 10th item — a minor inefficiency but the second call was a reasonable recovery.", "timestamp": "2026-10-07T12:27:08.894Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items with fields name, cuisines, priceLevel, rating and directly reported the returned data (e.g., Cipasso rating 4.9, cuisines Italian/Mediterranean/Romana) without inventing values.", "timestamp": "2026-10-07T12:27:08.859Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with query='Rome', maxItemsPerQuery=10, includeRestaurants=true, includeHotels=false, includeAttractions=false — correctly targeting restaurants only with the right cap, matching the restaurantsMode PASS check.", "timestamp": "2026-10-07T12:27:08.824Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the maxcopell/tripadvisor actor and retrieving results.", "timestamp": "2026-10-07T12:27:08.783Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:11:39.131Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-07T04:11:39.097Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-07T04:11:39.060Z", "metadata": {} }, "check.ratingField": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-07T04:11:39.023Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-07T04:11:38.989Z", "metadata": {} }, "check.restaurantsMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeRestaurants", "timestamp": "2026-10-07T04:11:38.954Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:11:38.908Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-07T04:11:38.865Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[3-5]\\.\\d\\b/", "timestamp": "2026-10-07T04:11:38.831Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved all 10 restaurants with cuisine types, price ranges, and ratings, reported the count (10), and named the top restaurant (Cipasso, 4.9/5) — fully fulfilling the task requirements." }, { "scenarioId": "tripadvisor-discovery-barcelona-attractions", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:08:49.634Z", "day": "2026-10-07", "traceId": "31d7f18caa439e4d3342cd51c59272b9", "observationId": "4af2373dbd1c1663", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/31d7f18caa439e4d3342cd51c59272b9?observation=4af2373dbd1c1663", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "find", "title": "tripadvisor / find / barcelona-attractions", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent produced a complete comparison table of 10 Barcelona attractions with ratings and review counts from retrieved TripAdvisor data, and correctly ended with 'Actor: maxcopell/tripadvisor'.", "timestamp": "2026-10-07T12:27:03.438Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent produced a complete comparison table of 10 Barcelona attractions with ratings and review counts from retrieved TripAdvisor data, and correctly ended with 'Actor: maxcopell/tripadvisor'.", "timestamp": "2026-10-07T12:27:03.396Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: maxcopell/tripadvisor", "timestamp": "2026-10-07T12:27:03.359Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-07T12:27:03.318Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:27:03.280Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent found the correct actor, used appropriate inputs, retrieved and utilized real data, recovered from the initial search failure, and completed the task fully.", "timestamp": "2026-10-07T12:27:03.191Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-07T12:27:03.156Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a complete comparison table of 10 Barcelona attractions with ratings and review counts from retrieved TripAdvisor data, and correctly ended with 'Actor: maxcopell/tripadvisor'.", "timestamp": "2026-10-07T12:27:03.112Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 7 tool calls: 2 searches (one retry needed), 1 fetch-actor-details, 1 call-actor, 2 get-actor-run polls (actor was still running after first poll), and 1 get-dataset-items — a reasonably direct path with no unnecessary repetition.", "timestamp": "2026-10-07T12:27:03.068Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first search-actors call returned no results, and the agent immediately retried with broader keywords 'TripAdvisor', successfully finding the correct actor.", "timestamp": "2026-10-07T12:27:03.032Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items with fields name, rating, numberOfReviews, rankingPosition and directly used the returned data (e.g., Sagrada Familia 4.7★, 165,554 reviews) in the final comparison table.", "timestamp": "2026-10-07T12:27:02.990Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called maxcopell/tripadvisor with query='Barcelona', maxItemsPerQuery=10, includeAttractions=true, includeRestaurants=false, includeHotels=false — all well-formed and appropriate for the task.", "timestamp": "2026-10-07T12:27:02.952Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used maxcopell/tripadvisor (not the -reviews sibling) which supports attractions scraping, as confirmed by the PASS on rightActor.", "timestamp": "2026-10-07T12:27:02.910Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:11:04.872Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-07T04:11:04.840Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:11:04.810Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /maxcopell/tripadvisor(?!-)/", "timestamp": "2026-10-07T04:11:04.747Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-07T04:11:04.664Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent produced a complete comparison table of 10 Barcelona attractions with ratings and review counts from retrieved TripAdvisor data, and correctly ended with 'Actor: maxcopell/tripadvisor'." }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:08:53.576Z", "day": "2026-10-07", "traceId": "3ca07d5b0cc7f6241845925015a2b602", "observationId": "b310ddf52278a3af", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3ca07d5b0cc7f6241845925015a2b602?observation=b310ddf52278a3af", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-07T12:27:04.417Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-07T12:27:04.276Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-07T12:27:04.240Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-07T12:27:04.198Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The get-dataset-items call with fields='aiModeResult.sources.title,aiModeResult.sources.url,aiModeResult.sources.id' returned an empty object {}, meaning the Actor's nested sources array is not accessible via dot-notation field projection in this tool, causing the agent to be unable to count or report actual cited sources and resort to fabrication.", "timestamp": "2026-10-07T12:27:04.159Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-07T12:27:04.116Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The answer text was accurately reported from retrieved data, but the source count of '13' with fabricated source names (PCMag, YouTube reviews, etc.) was invented since the sources field returned empty and no actual source count was available from the data.", "timestamp": "2026-10-07T12:27:04.073Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made a reasonable sequence of calls: schema fetch, actor call, two polling calls (one while still running), then two dataset fetches — slightly redundant but not excessive given the polling need.", "timestamp": "2026-10-07T12:27:04.030Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the second get-dataset-items call with projected source fields returned an empty item {}, the agent did not retry with different field names or fall back to the full item fetch to count sources; instead it invented a count of 13 with fabricated source descriptions.", "timestamp": "2026-10-07T12:27:03.989Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved the aiModeResult.text from the dataset and quoted it accurately in the final answer; however, when fetching sources via aiModeResult.sources fields, the second get-dataset-items call returned an empty object, so the source count of '13' was fabricated rather than derived from actual data.", "timestamp": "2026-10-07T12:27:03.949Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed queries='best crm for small business', countryCode='gb', aiModeSearch.enableAiMode=true, and maxPagesPerQuery=1, which matches all required inputs confirmed by the deterministic checks (aiModeOn, query, country, pages all PASS).", "timestamp": "2026-10-07T12:27:03.913Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with apify/google-search-scraper, then get-actor-run to poll, then get-dataset-items to retrieve results — all appropriate tools for this task.", "timestamp": "2026-10-07T12:27:03.875Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:11:37.216Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-07T04:11:37.179Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-07T04:11:37.144Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-07T04:11:37.109Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-10-07T04:11:37.074Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-07T04:11:37.036Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-10-07T04:11:36.995Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:11:36.920Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-07T04:11:36.836Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:09:46.868Z", "day": "2026-10-07", "traceId": "69b51b7a31d8679a56ca641d5430e266", "observationId": "4195bd10953a6e56", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/69b51b7a31d8679a56ca641d5430e266?observation=4195bd10953a6e56", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-07T12:27:01.901Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-07T12:27:01.757Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-07T12:27:01.719Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-07T12:27:01.681Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The get-dataset-items call with fields='organicResults.position,organicResults.url,organicResults.title' returned empty items '{}', suggesting the dot-notation field projection did not work correctly for nested array fields. The agent then fetched the full item but the preview was truncated before organicResults data, yet the agent reported specific domains that cannot be verified from any tool result shown.", "timestamp": "2026-10-07T12:27:01.644Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-07T12:27:01.609Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 9 organic results (correct per status message) but the top 3 domains (insta-drive.com, leasingmarkt.de, skoda-auto.de) cannot be verified from the tool result previews shown - the full dataset preview was truncated before organicResults data appeared, and the first projected query returned empty objects, making these domain names likely invented.", "timestamp": "2026-10-07T12:27:01.570Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made a reasonable sequence of calls: fetch actor details, call actor, then two dataset fetches (one with projection that failed, one full), which is slightly inefficient but not egregiously so.", "timestamp": "2026-10-07T12:27:01.532Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first get-dataset-items call with field projection returned empty items, the agent correctly retried with a full fetch without field filtering.", "timestamp": "2026-10-07T12:27:01.491Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The status message confirmed 9 organicResults, and the agent correctly reported 9 organic results; however, the top 3 domains (insta-drive.com, leasingmarkt.de, skoda-auto.de) do not appear in the truncated dataset preview shown to the agent, and the first get-dataset-items call with fields projection returned empty items '{}', suggesting the agent may have fabricated the specific domain names.", "timestamp": "2026-10-07T12:27:01.440Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed countryCode='de', maxPagesPerQuery=1, and the correct query, but used 'searchLanguage' instead of the correct 'languageCode' field, which resulted in languageCode being null/undefined in the output as confirmed by the FAIL on the lang deterministic check.", "timestamp": "2026-10-07T12:27:01.400Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items, which are the appropriate tools for running apify/google-search-scraper and retrieving results.", "timestamp": "2026-10-07T12:27:01.346Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:10:41.328Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-07T04:10:41.288Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-07T04:10:41.254Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-07T04:10:41.221Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-07T04:10:41.188Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode = undefined (expected equals \"de\")", "timestamp": "2026-10-07T04:10:41.154Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-07T04:10:41.119Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-07T04:10:41.047Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:10:41.007Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-07T04:10:40.917Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:09:52.840Z", "day": "2026-10-07", "traceId": "dfdbcd18d0ce62776fa696c12ed8c923", "observationId": "6701f8203494127b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/dfdbcd18d0ce62776fa696c12ed8c923?observation=6701f8203494127b", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned 5 organic results with titles, links, and snippets for 'apify web scraping' from the first page, and correctly ended with 'Actor: apify/google-search-scraper'.", "timestamp": "2026-10-07T12:26:58.682Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned 5 organic results with titles, links, and snippets for 'apify web scraping' from the first page, and correctly ended with 'Actor: apify/google-search-scraper'.", "timestamp": "2026-10-07T12:26:58.644Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-10-07T12:26:58.597Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-07T12:26:58.556Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:26:58.522Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first get-dataset-items call used fields='organicResults.position,organicResults.title,organicResults.url,organicResults.description' but returned an empty item ({}), suggesting the dot-notation field projection did not work as expected for nested arrays, requiring a second call without field filtering to get the data.", "timestamp": "2026-10-07T12:26:58.485Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-07T12:26:58.442Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned 5 organic results with titles, links, and snippets for 'apify web scraping' from the first page, and correctly ended with 'Actor: apify/google-search-scraper'.", "timestamp": "2026-10-07T12:26:58.407Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: search-actors, fetch-actor-details, call-actor, and two get-dataset-items calls (the second needed because the first fields-projected call returned empty objects), which is a reasonable path with only one minor retry.", "timestamp": "2026-10-07T12:26:58.371Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with fields projection returned an empty item ({}), so the agent immediately retried without the fields filter and successfully retrieved the full data.", "timestamp": "2026-10-07T12:26:58.339Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and presented organic results (titles, URLs, snippets) directly from the retrieved data, matching the tool result preview showing organicResults with position, title, url, and description fields.", "timestamp": "2026-10-07T12:26:58.297Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with queries='apify web scraping' and maxPagesPerQuery=1, which correctly limits to the first results page as required.", "timestamp": "2026-10-07T12:26:58.222Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for 'Google search' actors, found apify/google-search-scraper as the top result, and used it — exactly the right tool for scraping Google Search organic results.", "timestamp": "2026-10-07T12:26:58.175Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:10:33.417Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-07T04:10:33.380Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:10:33.340Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-07T04:10:33.260Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-07T04:10:33.129Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned 5 organic results with titles, links, and snippets for 'apify web scraping' from the first page, and correctly ended with 'Actor: apify/google-search-scraper'." }, { "scenarioId": "google-maps-contact-details-usage-toronto-roofers", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:09:53.227Z", "day": "2026-10-07", "traceId": "06b6826ce1655da71a6d39fbb03c1096", "observationId": "04f564743440ca94", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/06b6826ce1655da71a6d39fbb03c1096?observation=04f564743440ca94", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "use", "title": "google-maps-contact-details / use / toronto-roofers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 4 of 10 items missing emails", "timestamp": "2026-10-07T12:26:52.152Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 4 of 10 items missing emails", "timestamp": "2026-10-07T12:26:51.981Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-07T12:26:51.927Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-07T12:26:51.892Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 4 of 10 items missing emails", "timestamp": "2026-10-07T12:26:51.847Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-07T12:26:51.814Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a complete table of 10 Toronto roofing companies with names, websites, emails, and social profiles, and correctly reported that 6 out of 10 had emails — consistent with the facts check showing 4 items missing emails (10-4=6).", "timestamp": "2026-10-07T12:26:51.781Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed 3 polling calls because the Actor took ~3 minutes to complete, but each poll was necessary given the Actor was still running; no redundant or wasteful calls were made.", "timestamp": "2026-10-07T12:26:51.744Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run was still in RUNNING state during multiple polls, and the agent correctly continued polling with get-actor-run until SUCCEEDED status was confirmed before fetching results.", "timestamp": "2026-10-07T12:26:51.706Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned data (titles, websites, emails, social profiles) to populate the final answer table, with no invented data.", "timestamp": "2026-10-07T12:26:51.662Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called lukaskrivka/google-maps-with-contact-details with searchStringsArray=['roofing companies'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=10, language='en', and scrapeSocialMediaProfiles enabled — all sensible and correct inputs for the task.", "timestamp": "2026-10-07T12:26:51.625Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the specified Actor and retrieving results.", "timestamp": "2026-10-07T12:26:51.576Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:13:16.660Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-07T04:13:16.624Z", "metadata": {} }, "check.count": { "value": 1, "stringValue": null, "comment": "PASS (warn): answer matches /[0-9]/", "timestamp": "2026-10-07T04:13:16.578Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 4 of 10 items missing emails", "timestamp": "2026-10-07T04:13:16.530Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-07T04:13:16.482Z", "metadata": {} }, "check.socials": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): scrapeSocialMediaProfiles", "timestamp": "2026-10-07T04:13:16.445Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-07T04:13:16.363Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:13:16.320Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-07T04:13:16.220Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 4 of 10 items missing emails" }, { "scenarioId": "google-maps-contact-details-discovery-toronto-roofers-emails", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:10:33.453Z", "day": "2026-10-07", "traceId": "e822650fcee97e6f595368ffdce71696", "observationId": "7e8777bf114c3727", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e822650fcee97e6f595368ffdce71696?observation=7e8777bf114c3727", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "find", "title": "google-maps-contact-details / find / toronto-roofers-emails", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used buff_pineapple/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-07T12:26:50.068Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used buff_pineapple/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-07T12:26:49.952Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "buff_pineapple/google-maps-scraper", "comment": "Actors the agent ran: buff_pineapple/google-maps-scraper", "timestamp": "2026-10-07T12:26:49.891Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-07T12:26:49.854Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:26:49.818Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used buff_pineapple/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-07T12:26:49.779Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-07T12:26:49.743Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent found emails for 10 roofing companies in Toronto and correctly reported 6 had emails, but used the wrong actor (buff_pineapple/google-maps-scraper instead of lukaskrivka/google-maps-with-contact-details), failing the rightActor and namedActor deterministic checks.", "timestamp": "2026-10-07T12:26:49.706Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent searched for actors, fetched details for one actor, ran it, polled for completion, retrieved dataset items, and checked enrichment stats — a direct and efficient path with no redundant steps.", "timestamp": "2026-10-07T12:26:49.671Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and ENRICHMENT_STATS from the key-value store, then accurately reported 6 out of 10 companies had emails, matching the enrichment stats (email_found=6).", "timestamp": "2026-10-07T12:26:49.635Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed query='roofing companies in Toronto', maxResults=10, includeDetails=true, and includeEmails=true, which are all well-formed and appropriate for the task given the chosen actor.", "timestamp": "2026-10-07T12:26:49.597Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used buff_pineapple/google-maps-scraper instead of the intended lukaskrivka/google-maps-with-contact-details; while buff_pineapple/google-maps-scraper does support email enrichment via includeEmails flag, the deterministic check confirms the wrong actor was selected.", "timestamp": "2026-10-07T12:26:49.560Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:11:58.302Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-07T04:11:58.246Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:11:58.199Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"lukaskrivka/google-maps-with-contact-details\"", "timestamp": "2026-10-07T04:11:58.156Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used buff_pineapple/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-07T04:11:58.120Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "buff_pineapple/google-maps-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used buff_pineapple/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details" }, { "scenarioId": "google-maps-reviews-usage-ritz-trend", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:10:41.361Z", "day": "2026-10-07", "traceId": "aa178e31caf58d44dd7e6d7b5886f09e", "observationId": "7004c223c28c0cf0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/aa178e31caf58d44dd7e6d7b5886f09e?observation=7004c223c28c0cf0", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "use", "title": "google-maps-reviews / use / ritz-trend", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported averages for newest 15 (3.8 stars) vs previous 15 (4.33 stars) and stated the trend is downward, fulfilling all requirements of the task; however, 9 missing star values mean the averages are computed over subsets rather than full groups of 15, which the agent acknowledged by noting valid rating counts.", "timestamp": "2026-10-07T12:26:48.553Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported averages for newest 15 (3.8 stars) vs previous 15 (4.33 stars) and stated the trend is downward, fulfilling all requirements of the task; however, 9 missing star values mean the averages are computed over subsets rather than full groups of 15, which the agent acknowledged by noting valid rating counts.", "timestamp": "2026-10-07T12:26:48.515Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-07T12:26:48.477Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:26:48.438Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "9 of 30 items were missing the 'stars' field (deterministic check stars: FAIL), forcing the agent to compute averages over incomplete subsets (10 of 15 and 9 of 15 respectively). The Actor should reliably populate the stars field for all returned reviews, or clearly document when/why it may be absent.", "timestamp": "2026-10-07T12:26:48.401Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-07T12:26:48.368Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported averages for newest 15 (3.8 stars) vs previous 15 (4.33 stars) and stated the trend is downward, fulfilling all requirements of the task; however, 9 missing star values mean the averages are computed over subsets rather than full groups of 15, which the agent acknowledged by noting valid rating counts.", "timestamp": "2026-10-07T12:26:48.330Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls (fetch details, run actor, get items) with no redundant calls or backtracking.", "timestamp": "2026-10-07T12:26:48.293Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "9 of 30 items were missing stars (confirmed by deterministic check), and the agent handled this gracefully by computing averages only over reviews with valid star ratings rather than crashing or ignoring the issue.", "timestamp": "2026-10-07T12:26:48.257Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and used the actual star ratings from the tool result to compute averages, citing specific reviewer names and ratings that match the preview.", "timestamp": "2026-10-07T12:26:48.223Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with startUrls pointing to a Google Maps search for Ritz-Carlton Chicago, maxReviews=30, reviewsSort='newest', and language='en' — all appropriate and well-formed inputs.", "timestamp": "2026-10-07T12:26:48.187Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-07T12:26:48.152Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:11:20.904Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-07T04:11:20.871Z", "metadata": {} }, "check.stars": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 9 of 30 items missing stars", "timestamp": "2026-10-07T04:11:20.839Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 30 items ok", "timestamp": "2026-10-07T04:11:20.803Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxReviews", "timestamp": "2026-10-07T04:11:20.771Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:11:20.734Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-reviews-scraper", "timestamp": "2026-10-07T04:11:20.655Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[1-5](\\.\\d+)?\\b/", "timestamp": "2026-10-07T04:11:20.574Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "stars" ], "judgeComment": "PASS: The agent reported averages for newest 15 (3.8 stars) vs previous 15 (4.33 stars) and stated the trend is downward, fulfilling all requirements of the task; however, 9 missing star values mean the averages are computed over subsets rather than full groups of 15, which the agent acknowledged by noting valid rating counts." }, { "scenarioId": "google-maps-reviews-discovery-ritz", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:11:04.911Z", "day": "2026-10-07", "traceId": "aa55e54f17e577a5a4d0b832275d6728", "observationId": "62ef04da6f372b72", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/aa55e54f17e577a5a4d0b832275d6728?observation=62ef04da6f372b72", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "find", "title": "google-maps-reviews / find / ritz", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides a well-structured summary of main praises and complaints grounded in the 30 retrieved reviews, and ends with exactly one line 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-10-07T12:26:47.655Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides a well-structured summary of main praises and complaints grounded in the 30 retrieved reviews, and ends with exactly one line 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-10-07T12:26:47.615Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-07T12:26:47.579Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-07T12:26:47.542Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:26:47.504Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the correct actor, used well-formed inputs, utilized the retrieved data accurately, and produced a complete answer fulfilling all task requirements.", "timestamp": "2026-10-07T12:26:47.463Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-07T12:26:47.423Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides a well-structured summary of main praises and complaints grounded in the 30 retrieved reviews, and ends with exactly one line 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-10-07T12:26:47.389Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search, fetch details, call actor, get dataset items) in a logical sequence with no redundant steps.", "timestamp": "2026-10-07T12:26:47.351Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the dataset items and grounded its summary in actual review text visible in the preview (e.g., the umbrella/discrimination story from Ari C., doorman complaint from Macon Boane, breakfast complaint from Sameer Taneja, Club Lounge praise from the birthday stay review).", "timestamp": "2026-10-07T12:26:47.304Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed a valid Google Maps search URL for Ritz-Carlton Chicago, set maxReviews to 30, reviewsSort to 'newest', and language to 'en' — all appropriate and well-formed inputs for the task.", "timestamp": "2026-10-07T12:26:47.232Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used compass/Google-Maps-Reviews-Scraper, the intended actor for scraping Google Maps reviews, confirmed by the deterministic rightActor PASS.", "timestamp": "2026-10-07T12:26:47.108Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:11:52.536Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-07T04:11:52.493Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:11:52.407Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"compass/google-maps-reviews-scraper\"", "timestamp": "2026-10-07T04:11:52.366Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-07T04:11:52.273Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides a well-structured summary of main praises and complaints grounded in the 30 retrieved reviews, and ends with exactly one line 'Actor: compass/Google-Maps-Reviews-Scraper' as required." }, { "scenarioId": "google-maps-extractor-usage-toronto-plumbers", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:11:20.949Z", "day": "2026-10-07", "traceId": "dc5fd63330d0d82c874206d7a7e8ee20", "observationId": "3f32d906fa954ce8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/dc5fd63330d0d82c874206d7a7e8ee20?observation=3f32d906fa954ce8", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "use", "title": "google-maps-extractor / use / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 2 of 15 items missing address", "timestamp": "2026-10-07T12:26:40.379Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 2 of 15 items missing address", "timestamp": "2026-10-07T12:26:40.273Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-07T12:26:40.230Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-07T12:26:40.147Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 2 of 15 items missing address", "timestamp": "2026-10-07T12:26:40.107Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-07T12:26:40.072Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned all 15 plumbers with name, address (or noted unavailable), phone, and star rating, stated the count of 15, and correctly identified the highest-rated as those with 5.0 stars, though the summary text says '6 plumbers' but lists 8 names — a minor counting error in the prose.", "timestamp": "2026-10-07T12:26:40.033Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve results — no redundant calls.", "timestamp": "2026-10-07T12:26:39.996Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the dataset items returned by get-dataset-items, reporting real names, addresses, phones, and ratings from the tool output; the grounded check confirms all numbers came from Actor output.", "timestamp": "2026-10-07T12:26:39.954Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=['plumbers'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=15, and language='en' — all well-formed and appropriate for the task.", "timestamp": "2026-10-07T12:26:39.915Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-07T12:26:39.858Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:11:58.461Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-07T04:11:58.413Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 21 numbers found in Actor output", "timestamp": "2026-10-07T04:11:58.378Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /[1-5][.][0-9]/", "timestamp": "2026-10-07T04:11:58.316Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 15 items missing address", "timestamp": "2026-10-07T04:11:58.236Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 15 items ok", "timestamp": "2026-10-07T04:11:58.202Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-07T04:11:58.128Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:11:58.072Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-extractor", "timestamp": "2026-10-07T04:11:57.999Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 2 of 15 items missing address" }, { "scenarioId": "google-maps-extractor-discovery-toronto-plumbers", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:11:37.255Z", "day": "2026-10-07", "traceId": "792a87437078abf6f61b75fea961f05e", "observationId": "2ab40abff241f63a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/792a87437078abf6f61b75fea961f05e?observation=2ab40abff241f63a", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "find", "title": "google-maps-extractor / find / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used delicious_zebu/google-maps-data-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-07T12:26:38.783Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used delicious_zebu/google-maps-data-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-07T12:26:38.658Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "delicious_zebu/google-maps-data-scraper", "comment": "Actors the agent ran: delicious_zebu/google-maps-data-scraper", "timestamp": "2026-10-07T12:26:38.618Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-07T12:26:38.577Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-07T12:26:38.541Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used delicious_zebu/google-maps-data-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-07T12:26:38.497Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-07T12:26:38.451Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned exactly 15 Toronto plumber listings with name, address, phone, website, and rating, no reviews included, and ended with the Actor line as required — the task requirements are fulfilled even though the wrong Actor was used.", "timestamp": "2026-10-07T12:26:38.409Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran two parallel searches, then one actor call, then one dataset retrieval — a clean 4-tool path with no redundant calls.", "timestamp": "2026-10-07T12:26:38.373Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and presented all 15 listings with name, address, phone, website, and rating directly from the dataset tool result, matching the retrieved data.", "timestamp": "2026-10-07T12:26:38.335Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with keywords=['plumbers'], location='Toronto, Ontario, Canada', and maxCrawlPages=1, which are sensible inputs that produced 20 results successfully.", "timestamp": "2026-10-07T12:26:38.291Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors to find Google Maps scrapers and selected delicious_zebu/google-maps-data-scraper, which is a functional Google Maps listings scraper but not the intended compass/google-maps-extractor or compass/crawler-google-places; the rightActor check is FAIL.", "timestamp": "2026-10-07T12:26:38.256Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:12:48.533Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-07T04:12:48.495Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:12:48.457Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /compass/(google-maps-extractor|crawler-google-places)/", "timestamp": "2026-10-07T04:12:48.373Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used delicious_zebu/google-maps-data-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-07T04:12:48.303Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "delicious_zebu/google-maps-data-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used delicious_zebu/google-maps-data-scraper; expected compass/google-maps-extractor" }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:11:39.159Z", "day": "2026-10-07", "traceId": "5ef2b05b9d9abce2b23d84e2a15f771d", "observationId": "c17987edb22004b9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5ef2b05b9d9abce2b23d84e2a15f771d?observation=c17987edb22004b9", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified Cervena kalina (5.0) as the highest-rated, fully satisfying the task.", "timestamp": "2026-10-07T12:26:36.969Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified Cervena kalina (5.0) as the highest-rated, fully satisfying the task.", "timestamp": "2026-10-07T12:26:36.924Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-07T12:26:36.887Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:26:36.842Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the right actor, provided well-formed inputs, utilized the retrieved data accurately, and delivered a complete answer.", "timestamp": "2026-10-07T12:26:36.802Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-07T12:26:36.759Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified Cervena kalina (5.0) as the highest-rated, fully satisfying the task.", "timestamp": "2026-10-07T12:26:36.725Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve items — no redundant calls or retries.", "timestamp": "2026-10-07T12:26:36.684Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "All data in the final answer (names, addresses, phone numbers, ratings) matches the dataset items returned by get-dataset-items, confirmed by the grounded check passing.", "timestamp": "2026-10-07T12:26:36.642Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=['coffee shops'], locationQuery='Prague', maxCrawledPlacesPerSearch=10, placeMinimumStars='four', and language='en' — all well-formed and appropriate for finding highly-rated coffee shops in Prague.", "timestamp": "2026-10-07T12:26:36.556Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with compass/crawler-google-places, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-07T12:26:36.463Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:12:19.386Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-07T04:12:19.347Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 4 numbers found in Actor output", "timestamp": "2026-10-07T04:12:19.305Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-07T04:12:19.268Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-07T04:12:19.236Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-07T04:12:19.192Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:12:19.140Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-07T04:12:19.062Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-07T04:12:18.972Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified Cervena kalina (5.0) as the highest-rated, fully satisfying the task." }, { "scenarioId": "crawler-google-places-discovery-miami-gyms", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:11:52.571Z", "day": "2026-10-07", "traceId": "0dca325649cd0060c5c9650332dfa17d", "observationId": "52a9732b740b0145", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0dca325649cd0060c5c9650332dfa17d?observation=52a9732b740b0145", "subject": "compass/crawler-google-places", "owner": "google", "skill": "find", "title": "crawler-google-places / find / miami-gyms", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used scrapesage/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-07T12:26:37.592Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used scrapesage/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-07T12:26:37.471Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "scrapesage/google-maps-scraper", "comment": "Actors the agent ran: scrapesage/google-maps-scraper", "timestamp": "2026-10-07T12:26:37.427Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-07T12:26:37.372Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-07T12:26:37.325Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used scrapesage/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-07T12:26:37.286Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-07T12:26:37.239Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a complete comparison table of 20 Miami gyms with ratings, review counts, and opening hours grounded in retrieved data, fulfilling the task requirements, though it used the wrong actor (scrapesage instead of compass/crawler-google-places).", "timestamp": "2026-10-07T12:26:37.203Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, get-actor-run, and two get-dataset-items calls — a reasonable sequence with one extra dataset fetch to get full opening hours, which is acceptable.", "timestamp": "2026-10-07T12:26:37.152Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched 20 dataset items and used the actual returned data (gym names, ratings, review counts, opening hours) directly in the final answer table.", "timestamp": "2026-10-07T12:26:37.110Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called scrapesage/google-maps-scraper with searchQueries=['gyms'], locationQuery='Miami, FL', scrapePlaceDetails=true, maxResults=20, sortBy='rating' — all well-formed and appropriate for the task.", "timestamp": "2026-10-07T12:26:37.062Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Google Maps actors and selected scrapesage/google-maps-scraper, which is a valid Google Maps scraper but not the intended compass/crawler-google-places; the rightActor check is FAIL per the deterministic facts.", "timestamp": "2026-10-07T12:26:37.012Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:13:31.606Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-07T04:13:31.570Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:13:31.495Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"compass/crawler-google-places\"", "timestamp": "2026-10-07T04:13:31.452Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used scrapesage/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-07T04:13:31.356Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "scrapesage/google-maps-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used scrapesage/google-maps-scraper; expected compass/crawler-google-places" }, { "scenarioId": "contact-info-scraper-usage-two-domains-shallow", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:11:58.385Z", "day": "2026-10-07", "traceId": "7f75c95b255bb1ff62bb6a71a4cb7fc6", "observationId": "774792b5a594994d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7f75c95b255bb1ff62bb6a71a4cb7fc6?observation=774792b5a594994d", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "use", "title": "contact-info / use / two-domains-shallow", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-07T12:26:26.970Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-07T12:26:26.838Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-07T12:26:26.797Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-07T12:26:26.757Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 4 Actor run(s), expected at most 2; check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-07T12:26:26.718Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-07T12:26:26.674Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent successfully retrieved and reported emails and social profiles per domain for both apify.com and notion.so, with honest reporting of empty results for notion.so, fulfilling the task requirements.", "timestamp": "2026-10-07T12:26:26.635Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 Actor runs instead of the expected maximum of 2 (confirmed FAIL by ranOk check), because the first two calls failed due to missing proxyConfig that could have been avoided by more careful schema reading.", "timestamp": "2026-10-07T12:26:26.598Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first two calls failed with input validation errors, the agent added proxyConfig and successfully reran both actors, recovering from the errors appropriately.", "timestamp": "2026-10-07T12:26:26.555Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the dataset items returned by get-dataset-items to populate the final report, accurately reflecting emails, social profiles, and scraped URLs from the tool results.", "timestamp": "2026-10-07T12:26:26.498Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first two calls failed with input validation errors because the agent omitted proxyConfig; after seeing the errors, the agent added proxyConfig and the runs succeeded. The maxDepth=1 and startUrls were correctly formed throughout.", "timestamp": "2026-10-07T12:26:26.433Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used vdrmota/contact-info-scraper as specified in the task, and used fetch-actor-details, call-actor, and get-dataset-items appropriately.", "timestamp": "2026-10-07T12:26:26.356Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:12:50.680Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, fields", "timestamp": "2026-10-07T04:12:50.645Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-07T04:12:50.609Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 2 items ok", "timestamp": "2026-10-07T04:12:50.564Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s): maxDepth", "timestamp": "2026-10-07T04:12:50.527Z", "metadata": {} }, "check.urls": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s)", "timestamp": "2026-10-07T04:12:50.493Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-07T04:12:50.451Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used vdrmota/contact-info-scraper", "timestamp": "2026-10-07T04:12:50.395Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "ranOk" ], "judgeComment": "FAIL: check ranOk: 4 Actor run(s), expected at most 2" }, { "scenarioId": "contact-info-scraper-discovery-notion-website", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:11:58.494Z", "day": "2026-10-07", "traceId": "19d649b7066c7511f4d7d1d68490f6ec", "observationId": "554821c1972521cb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/19d649b7066c7511f4d7d1d68490f6ec?observation=554821c1972521cb", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "find", "title": "contact-info / find / notion-website", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-07T12:26:26.545Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-07T12:26:26.399Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "gio21/website-contact-extractor", "comment": "Actors the agent ran: gio21/website-contact-extractor", "timestamp": "2026-10-07T12:26:26.321Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-07T12:26:26.281Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:26:26.244Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-07T12:26:26.166Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-07T12:26:26.095Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned contact info results from the scraped data, but used the wrong actor (gio21/website-contact-extractor instead of vdrmota/contact-info-scraper), and the namedActor check is FAIL, meaning the task was not completed as expected.", "timestamp": "2026-10-07T12:26:26.059Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran two parallel searches, then called the actor and retrieved results in a straightforward sequence with no redundant steps.", "timestamp": "2026-10-07T12:26:26.017Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and accurately reported the scraped fields (emails, phones, addresses, social profiles) directly from the tool result without inventing data.", "timestamp": "2026-10-07T12:26:25.945Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed {\"websites\": [\"https://www.notion.so\"]} to gio21/website-contact-extractor, which matches that actor's required input schema (websites array), so the arguments were well-formed.", "timestamp": "2026-10-07T12:26:25.903Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for contact extraction actors and selected gio21/website-contact-extractor instead of the intended vdrmota/contact-info-scraper; the rightActor check is FAIL, meaning the wrong actor was chosen despite vdrmota/contact-info-scraper being the expected subject.", "timestamp": "2026-10-07T12:26:25.861Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:12:28.612Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-07T04:12:28.571Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:12:28.477Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"vdrmota/contact-info-scraper\"", "timestamp": "2026-10-07T04:12:28.404Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-07T04:12:28.317Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "gio21/website-contact-extractor", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper" }, { "scenarioId": "booking-scraper-usage-amsterdam-three-adults", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:12:19.420Z", "day": "2026-10-07", "traceId": "e4695b69138a0e8db96b689d5bd457e2", "observationId": "e19ecf69b12fe3df", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e4695b69138a0e8db96b689d5bd457e2?observation=e19ecf69b12fe3df", "subject": "voyager/booking-scraper", "owner": "google", "skill": "use", "title": "booking / use / amsterdam-three-adults", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer correctly reports 10 hotels retrieved, the cheapest nightly price (€422.01 at Historic Centre Hotel), and the highest-rated property (Hotel TwentySeven at 9.4), fully satisfying all three requested data points.", "timestamp": "2026-10-07T12:26:25.690Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer correctly reports 10 hotels retrieved, the cheapest nightly price (€422.01 at Historic Centre Hotel), and the highest-rated property (Hotel TwentySeven at 9.4), fully satisfying all three requested data points.", "timestamp": "2026-10-07T12:26:25.621Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-07T12:26:25.557Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:26:25.493Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified the Actor, set all inputs including the non-default adults=3, polled for completion, and reported all requested metrics from the retrieved data.", "timestamp": "2026-10-07T12:26:25.451Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-07T12:26:25.415Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer correctly reports 10 hotels retrieved, the cheapest nightly price (€422.01 at Historic Centre Hotel), and the highest-rated property (Hotel TwentySeven at 9.4), fully satisfying all three requested data points.", "timestamp": "2026-10-07T12:26:25.341Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls in a logical sequence: fetch schema, call actor, poll for completion, fetch results — no redundant steps.", "timestamp": "2026-10-07T12:26:25.269Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The Actor run returned status RUNNING initially, and the agent correctly polled with get-actor-run to wait for completion before fetching results.", "timestamp": "2026-10-07T12:26:25.231Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly reported the count (10), cheapest price (€422.01 Historic Centre Hotel), and highest-rated property (Hotel TwentySeven, 9.4) from the retrieved data.", "timestamp": "2026-10-07T12:26:25.145Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed search='Amsterdam', checkIn='2026-11-04', checkOut='2026-11-06' (two nights, ~4 weeks from run date of 2026-10-07), adults=3, maxItems=10, currency='EUR' — all correct and matching the deterministic checks that passed.", "timestamp": "2026-10-07T12:26:25.075Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-07T12:26:24.966Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:13:47.244Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-07T04:13:47.209Z", "metadata": {} }, "check.optFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-07T04:13:47.176Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-07T04:13:47.137Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-07T04:13:47.106Z", "metadata": {} }, "check.adults": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): adults", "timestamp": "2026-10-07T04:13:47.077Z", "metadata": {} }, "check.dates": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-07T04:13:47.049Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxItems", "timestamp": "2026-10-07T04:13:47.018Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:13:46.932Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used voyager/booking-scraper", "timestamp": "2026-10-07T04:13:46.853Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer correctly reports 10 hotels retrieved, the cheapest nightly price (€422.01 at Historic Centre Hotel), and the highest-rated property (Hotel TwentySeven at 9.4), fully satisfying all three requested data points." }, { "scenarioId": "booking-scraper-discovery-amsterdam-hotels", "experimentId": "3338e53ff7c8518c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-07T04:12:28.661Z", "day": "2026-10-07", "traceId": "211174050c6c6c191b0bda6cf444adc6", "observationId": "b75aefa921a097d8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/211174050c6c6c191b0bda6cf444adc6?observation=b75aefa921a097d8", "subject": "voyager/booking-scraper", "owner": "google", "skill": "find", "title": "booking / find / amsterdam-hotels", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-07T12:26:27.999Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-07T12:26:27.881Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "rl1987/booking-api-scraper", "comment": "Actors the agent ran: rl1987/booking-api-scraper", "timestamp": "2026-10-07T12:26:27.841Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-07T12:26:27.794Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-07T12:26:27.758Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-07T12:26:27.715Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-07T12:26:27.670Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned a complete table of 10 Amsterdam hotels with prices for 2 nights, correctly identified Hotel Levell as cheapest at $149.54, and ended with 'Actor: rl1987/booking-api-scraper' — but the wrong actor was used (rl1987/booking-api-scraper instead of voyager/booking-scraper), failing the namedActor and rightActor deterministic checks.", "timestamp": "2026-10-07T12:26:27.629Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: search → fetch details → call actor → get results, with no redundant or repeated calls.", "timestamp": "2026-10-07T12:26:27.590Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items and directly used the name, price.total, price.per_night, reviewScore, starRating, and details.address fields from the actual API response to populate the table and identify the cheapest hotel.", "timestamp": "2026-10-07T12:26:27.553Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed well-formed inputs to rl1987/booking-api-scraper: search='Amsterdam', checkin='2026-11-07', checkout='2026-11-09' (2 nights, ~1 month ahead), adults=2, rooms=1, currency='USD', maxItems=10 — all sensible and correctly typed.", "timestamp": "2026-10-07T12:26:27.512Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task. However, the deterministic check confirms it picked rl1987/booking-api-scraper instead of the intended voyager/booking-scraper, meaning the wrong actor was selected from the search results.", "timestamp": "2026-10-07T12:26:27.458Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3338e53ff7c8518c", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T04:13:05.669Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-07T04:13:05.632Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T04:13:05.548Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"voyager/booking-scraper\"", "timestamp": "2026-10-07T04:13:05.509Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-07T04:13:05.419Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "rl1987/booking-api-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper" }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "a9f6d3d359d47ce4", "experimentName": "store-actors · local branch test · feat/store-report-on-main", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "cli-local-test", "repeats": 1, "fullScope": false, "startTime": "2026-10-07T10:47:28.901Z", "day": "2026-10-07", "traceId": "97069e1bfb88805a32e58ebc5871b922", "observationId": "db0a1eda41c1a63b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/97069e1bfb88805a32e58ebc5871b922?observation=db0a1eda41c1a63b", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-07T10:48:10.376Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-07T10:48:10.227Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 3 numbers found in Actor output", "timestamp": "2026-10-07T10:48:10.079Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-07T10:48:09.929Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-07T10:48:09.775Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-07T10:48:09.623Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-07T10:48:09.466Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-07T10:48:09.275Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-07T10:48:08.854Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:00:54.544Z", "day": "2026-10-08", "traceId": "ac84ab80cbc6e3ccfff5e7310d891a73", "observationId": "ed85f402810b0ce3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ac84ab80cbc6e3ccfff5e7310d891a73?observation=ed85f402810b0ce3", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "use", "title": "youtube-shorts / use / mrbeast-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: MCP server exposed no tools to the agent", "timestamp": "2026-10-08T04:17:29.286Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "argumentCorrectness", "resultUtilization", "errorRecovery", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:17:29.181Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "argumentCorrectness", "resultUtilization", "errorRecovery", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The MCP server infrastructure failed to expose tools, but the agent did not attempt to diagnose or work around the issue—it immediately declared it had no access to external services. Even if tools were unavailable, the agent should have reported the infrastructure failure explicitly rather than deflecting. The core failure is the agent's reasoning in the face of missing tooling.", "timestamp": "2026-10-08T04:17:29.144Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "argumentCorrectness", "resultUtilization", "errorRecovery", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent failed to run the streamers/youtube-shorts-scraper Actor or retrieve any data, so the task of reporting view and like counts for MrBeast's top 10 Shorts was not completed.", "timestamp": "2026-10-08T04:17:29.107Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "argumentCorrectness", "resultUtilization", "errorRecovery", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "No tool calls were made; the agent immediately gave up without attempting any action.", "timestamp": "2026-10-08T04:17:29.072Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "argumentCorrectness", "resultUtilization", "errorRecovery", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The facts confirm the MCP server failed to expose any tools to the agent, so the agent made no tool calls and could not select the streamers/youtube-shorts-scraper Actor.", "timestamp": "2026-10-08T04:17:29.020Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "argumentCorrectness", "resultUtilization", "errorRecovery", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-08T04:01:04.091Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, ranOk, channelInput", "timestamp": "2026-10-08T04:01:04.055Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): no numbers to ground in the answer", "timestamp": "2026-10-08T04:01:03.922Z", "metadata": {} }, "check.field": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run to read items from", "timestamp": "2026-10-08T04:01:03.785Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run to read items from", "timestamp": "2026-10-08T04:01:03.720Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-08T04:01:03.689Z", "metadata": {} }, "check.sortPopular": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-08T04:01:03.588Z", "metadata": {} }, "check.channelInput": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-08T04:01:03.532Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-08T04:01:03.494Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected streamers/youtube-shorts-scraper", "timestamp": "2026-10-08T04:01:03.454Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "field", "items", "cap", "sortPopular", "channelInput", "ranOk", "rightActor" ], "judgeComment": null }, { "scenarioId": "youtube-scraper-discovery-espresso", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:00:54.546Z", "day": "2026-10-08", "traceId": "13ca7057274587a16600bea51c9bc6bb", "observationId": "dc6d2dbbe423b819", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/13ca7057274587a16600bea51c9bc6bb?observation=dc6d2dbbe423b819", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "find", "title": "youtube / find / espresso", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used grow_media/youtube-search-api; expected streamers/youtube-scraper", "timestamp": "2026-10-08T04:17:15.966Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used grow_media/youtube-search-api; expected streamers/youtube-scraper", "timestamp": "2026-10-08T04:17:15.855Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "grow_media/youtube-search-api", "comment": "Actors the agent ran: grow_media/youtube-search-api", "timestamp": "2026-10-08T04:17:15.812Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-08T04:17:15.780Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-08T04:17:15.731Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used grow_media/youtube-search-api; expected streamers/youtube-scraper", "timestamp": "2026-10-08T04:17:15.670Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-08T04:17:15.632Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a table of 10 videos with titles, channel names, and view counts from the last month, but used the wrong actor (grow_media/youtube-search-api instead of streamers/youtube-scraper), meaning the task was completed with suboptimal tooling; the answer itself is substantively complete.", "timestamp": "2026-10-08T04:17:15.595Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search calls (first for 'YouTube videos', then for 'YouTube search'), fetched actor details, called the actor, and retrieved results — a reasonably direct path with only one extra search call.", "timestamp": "2026-10-08T04:17:15.547Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the run and directly used the returned titles, channel names, view counts, and dates in the final answer without inventing data.", "timestamp": "2026-10-08T04:17:15.467Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly set q='home espresso machines', maxResults=10, order='viewCount', publishedAfter and publishedBefore covering the last month, and useFilters=true — all well-formed and appropriate for the task.", "timestamp": "2026-10-08T04:17:15.423Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for YouTube scrapers and selected grow_media/youtube-search-api, which can search YouTube with date filters and view count sorting, but the intended/correct actor was streamers/youtube-scraper. The rightActor check is FAIL per the deterministic facts.", "timestamp": "2026-10-08T04:17:15.383Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:01:35.251Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-08T04:01:35.198Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:01:35.160Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"streamers/youtube-scraper\"", "timestamp": "2026-10-08T04:01:35.053Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used grow_media/youtube-search-api; expected streamers/youtube-scraper", "timestamp": "2026-10-08T04:01:34.970Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "grow_media/youtube-search-api", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used grow_media/youtube-search-api; expected streamers/youtube-scraper" }, { "scenarioId": "youtube-shorts-scraper-discovery-mrbeast-popular", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:00:54.546Z", "day": "2026-10-08", "traceId": "6846f6b4018787ea171a5efd59f0429e", "observationId": "aed020b99c8b9c7f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6846f6b4018787ea171a5efd59f0429e?observation=aed020b99c8b9c7f", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "find", "title": "youtube-shorts / find / mrbeast-popular", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-08T04:17:20.892Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-08T04:17:20.811Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: streamers/youtube-shorts-scraper", "timestamp": "2026-10-08T04:17:20.764Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-08T04:17:20.705Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-08T04:17:20.670Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The actor run succeeded with 10 dataset items per the harness facts, but the get-dataset-items call returned only 9 items and the agent accepted this without retrying or investigating. The agent should have noticed the discrepancy between the requested 10 and received 9, and potentially re-run or flagged the issue more clearly rather than simply reporting 9 results for a task requiring 10.", "timestamp": "2026-10-08T04:17:20.637Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-08T04:17:20.584Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task asked for 10 most popular Shorts but the agent only returned 9 results (the dataset had 9 items despite requesting 10), and the agent acknowledged this discrepancy; the answer is grounded in real data but falls one short of the requested count.", "timestamp": "2026-10-08T04:17:20.501Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search-actors, fetch-actor-details, call-actor, and get-dataset-items — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-08T04:17:20.468Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the dataset items returned by the actor (titles, view counts, likes, URLs) to construct the final answer, matching the preview data exactly.", "timestamp": "2026-10-08T04:17:20.399Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed channels=['MrBeast'], maxResultsShorts=10, and sortChannelShortsBy='POPULAR', which are all valid and appropriate inputs for retrieving the 10 most popular Shorts from MrBeast's channel.", "timestamp": "2026-10-08T04:17:20.327Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used streamers/youtube-shorts-scraper, which is the intended actor for this task, as confirmed by the rightActor PASS check.", "timestamp": "2026-10-08T04:17:20.267Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:02:13.533Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-08T04:02:13.501Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{3,}/", "timestamp": "2026-10-08T04:02:13.437Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:02:13.401Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"streamers/youtube-shorts-scraper\"", "timestamp": "2026-10-08T04:02:13.355Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-08T04:02:13.315Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "tiktok-scraper-usage-protein-coffee", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:00:54.546Z", "day": "2026-10-08", "traceId": "506435d4b66cc6de1e8e43f19817fc61", "observationId": "3314e49389012f4d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/506435d4b66cc6de1e8e43f19817fc61?observation=3314e49389012f4d", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "use", "title": "tiktok / use / protein-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-08T04:17:24.295Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-08T04:17:24.205Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-08T04:17:24.169Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-08T04:17:24.130Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The dataset preview shows Josh New with 4,400,000 plays as the highest visible play count, yet the agent's final answer lists 'Premier Protein' at 39,600,000 plays as #1 — a value not visible in any tool result preview. The agent failed to correctly sort and report the actual top-10 from the retrieved 100 items, indicating a reasoning/model failure rather than an Actor or tool issue.", "timestamp": "2026-10-08T04:17:24.094Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-08T04:17:24.055Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "Although the grounded check passed (all 20 numbers found in Actor output), the final answer presents a ranked top-10 list with entries like 'Premier Protein 39,600,000 plays' that do not appear in the dataset preview, while clearly visible high-play items from the preview (e.g., Josh New 4,400,000) are absent from the top 10, suggesting the agent fabricated or misreported the ranking rather than correctly sorting the retrieved data.", "timestamp": "2026-10-08T04:17:23.999Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: fetch schema, run actor, poll for completion, fetch dataset — a direct and efficient path.", "timestamp": "2026-10-08T04:17:23.964Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor run was still RUNNING after the initial 45-second wait; the agent correctly polled with get-actor-run and waited for SUCCEEDED status before fetching data.", "timestamp": "2026-10-08T04:17:23.925Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The grounded check confirms all 20 numbers in the answer were found in Actor output; however, the final answer lists videos (e.g., Premier Protein with 39,600,000 plays) that do NOT appear in the dataset preview shown to us, while the preview shows items like Josh New with 4,400,000 plays. The agent appears to have fabricated or hallucinated the top entries rather than sorting the retrieved 100 items correctly.", "timestamp": "2026-10-08T04:17:23.871Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries=[\"protein coffee recipe\"], searchSection=\"/video\", resultsPerPage=100, and videoSearchSorting=\"MOST_RELEVANT\" — all valid fields per the input schema.", "timestamp": "2026-10-08T04:17:23.819Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the clockworks/tiktok-scraper and retrieving results.", "timestamp": "2026-10-08T04:17:23.781Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:02:39.570Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-08T04:02:39.532Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 20 numbers found in Actor output", "timestamp": "2026-10-08T04:02:39.484Z", "metadata": {} }, "check.plays": { "value": 1, "stringValue": null, "comment": "PASS (warn): 100 items ok", "timestamp": "2026-10-08T04:02:39.447Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:02:39.404Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-scraper", "timestamp": "2026-10-08T04:02:39.312Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-08T04:02:39.233Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "tiktok-scraper-discovery-cleantok", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:00:54.546Z", "day": "2026-10-08", "traceId": "ee1e7d979573b8abc91abd6463dc9cbe", "observationId": "0b0e131b2ee89b7b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ee1e7d979573b8abc91abd6463dc9cbe?observation=0b0e131b2ee89b7b", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "find", "title": "tiktok / find / cleantok", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: MCP server exposed no tools to the agent", "timestamp": "2026-10-08T04:17:19.193Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:17:19.064Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "Even though the MCP server failed, the agent's reasoning was flawed: it refused on TikTok ToS grounds and claimed no tools were available without attempting to search the Apify store or report the infrastructure failure accurately. The failure is in the agent's reasoning/model behavior, not in the Actor's discoverability, input schema, or output format.", "timestamp": "2026-10-08T04:17:19.021Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent did not pull any TikTok videos, did not summarize trending content, did not provide engagement numbers, and did not end with the required 'Actor: ' line, so the task was not completed.", "timestamp": "2026-10-08T04:17:18.985Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent immediately refused without attempting any search or tool use, making the path trivially short but entirely unproductive.", "timestamp": "2026-10-08T04:17:18.947Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The infrastructure problem (MCP server exposed no tools) is a real error, but the agent did not attempt any recovery such as trying alternative approaches or reporting the infrastructure failure explicitly; it simply refused the task on policy grounds.", "timestamp": "2026-10-08T04:17:18.900Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The facts confirm the MCP server failed to expose any tools to the agent, and the agent made no tool calls whatsoever, so no appropriate tool was selected.", "timestamp": "2026-10-08T04:17:18.858Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-08T04:01:02.731Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-08T04:01:02.689Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-08T04:01:02.648Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-scraper\"", "timestamp": "2026-10-08T04:01:02.533Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected clockworks/tiktok-scraper", "timestamp": "2026-10-08T04:01:02.390Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "youtube-scraper-usage-espresso-engagement", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:00:54.546Z", "day": "2026-10-08", "traceId": "526b30fad8a98507353dad7f34aa0db2", "observationId": "2617b8d109298ced", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/526b30fad8a98507353dad7f34aa0db2?observation=2617b8d109298ced", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "use", "title": "youtube / use / espresso-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 5 videos with views, likes, and comment counts grounded in retrieved data, fulfilling the task requirements.", "timestamp": "2026-10-08T04:17:24.481Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 5 videos with views, likes, and comment counts grounded in retrieved data, fulfilling the task requirements.", "timestamp": "2026-10-08T04:17:24.443Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-08T04:17:24.384Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:17:24.346Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified the actor, used proper inputs, retrieved real data, and reported accurate engagement metrics for 5 videos.", "timestamp": "2026-10-08T04:17:24.308Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-08T04:17:24.268Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 5 videos with views, likes, and comment counts grounded in retrieved data, fulfilling the task requirements.", "timestamp": "2026-10-08T04:17:24.221Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: fetch details, call actor, poll for completion, retrieve items — no redundant calls.", "timestamp": "2026-10-08T04:17:24.161Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 10 numbers in the final answer were found in the Actor output, and the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-10-08T04:17:24.125Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries=[\"home espresso machine review\"] and maxResults=5, which correctly maps to the actor's input schema for limiting results to 5.", "timestamp": "2026-10-08T04:17:24.090Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the youtube-scraper and retrieving results.", "timestamp": "2026-10-08T04:17:24.010Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:01:48.846Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-08T04:01:48.804Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 10 numbers found in Actor output", "timestamp": "2026-10-08T04:01:48.764Z", "metadata": {} }, "check.engagementFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-08T04:01:48.727Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-08T04:01:48.681Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-08T04:01:48.626Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:01:48.594Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-scraper", "timestamp": "2026-10-08T04:01:48.559Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-08T04:01:48.449Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 5 videos with views, likes, and comment counts grounded in retrieved data, fulfilling the task requirements." }, { "scenarioId": "tiktok-profile-scraper-usage-apifylife-latest-five", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:01:03.183Z", "day": "2026-10-08", "traceId": "05da1d1030a55a20edcb39b17b58054c", "observationId": "a8ec2300257adb71", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/05da1d1030a55a20edcb39b17b58054c?observation=a8ec2300257adb71", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "use", "title": "tiktok-profile / use / apifylife-latest-five", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer correctly reports 192 followers and lists all 5 most recent videos with their play counts (740, 15300, 561, 802, 471), all grounded in the retrieved data.", "timestamp": "2026-10-08T04:17:10.336Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer correctly reports 192 followers and lists all 5 most recent videos with their play counts (740, 15300, 561, 802, 471), all grounded in the retrieved data.", "timestamp": "2026-10-08T04:17:10.300Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-08T04:17:10.265Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:17:10.212Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor selected, proper inputs used, data correctly retrieved and reported, efficient execution path, and complete task fulfillment.", "timestamp": "2026-10-08T04:17:10.167Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-08T04:17:10.129Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer correctly reports 192 followers and lists all 5 most recent videos with their play counts (740, 15300, 561, 802, 471), all grounded in the retrieved data.", "timestamp": "2026-10-08T04:17:10.090Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run the actor, retrieve dataset items — no redundant calls or retries.", "timestamp": "2026-10-08T04:17:10.049Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 7 numbers in the final answer were found in the Actor output; the agent used actual dataset fields (authorMeta.fans, playCount, text, createTimeISO) from the retrieved items.", "timestamp": "2026-10-08T04:17:09.996Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called clockworks/tiktok-profile-scraper with profiles=['apifylife'], resultsPerPage=5, and profileSorting='latest', which are all correct and well-formed inputs matching the schema.", "timestamp": "2026-10-08T04:17:09.953Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with clockworks/tiktok-profile-scraper, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-08T04:17:09.914Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:01:47.107Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-08T04:01:47.075Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 7 numbers found in Actor output", "timestamp": "2026-10-08T04:01:47.030Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-08T04:01:46.978Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-08T04:01:46.937Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsPerPage", "timestamp": "2026-10-08T04:01:46.905Z", "metadata": {} }, "check.profileInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): profiles[0]", "timestamp": "2026-10-08T04:01:46.844Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:01:46.702Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-08T04:01:46.613Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer correctly reports 192 followers and lists all 5 most recent videos with their play counts (740, 15300, 561, 802, 471), all grounded in the retrieved data." }, { "scenarioId": "tiktok-profile-scraper-discovery-apifylife-followers", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:01:04.330Z", "day": "2026-10-08", "traceId": "edd036f13ea35417f427d04eabd904c2", "observationId": "4d81a1b4d8a2f50b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/edd036f13ea35417f427d04eabd904c2?observation=4d81a1b4d8a2f50b", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "find", "title": "tiktok-profile / find / apifylife-followers", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides the follower count (192) and all 5 most recent videos with captions, dates, engagement metrics, and URLs, ending with the required 'Actor: clockworks/tiktok-profile-scraper' line.", "timestamp": "2026-10-08T04:17:07.637Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides the follower count (192) and all 5 most recent videos with captions, dates, engagement metrics, and URLs, ending with the required 'Actor: clockworks/tiktok-profile-scraper' line.", "timestamp": "2026-10-08T04:17:07.599Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-profile-scraper", "timestamp": "2026-10-08T04:17:07.566Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-08T04:17:07.526Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:17:07.475Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor selected, proper inputs used, data accurately retrieved and presented, efficient execution path, and complete answer delivered.", "timestamp": "2026-10-08T04:17:07.438Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-08T04:17:07.402Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides the follower count (192) and all 5 most recent videos with captions, dates, engagement metrics, and URLs, ending with the required 'Actor: clockworks/tiktok-profile-scraper' line.", "timestamp": "2026-10-08T04:17:07.355Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search-actors, fetch-actor-details, call-actor, and get-dataset-items — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-08T04:17:07.303Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned fields (authorMeta.fans=192, text, createTimeISO, diggCount, commentCount, webVideoUrl) to construct the final answer without fabricating data.", "timestamp": "2026-10-08T04:17:07.265Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with profiles=['apifylife'], profileSorting='latest', and resultsPerPage=5, which are all correct and well-formed inputs for retrieving the 5 most recent videos.", "timestamp": "2026-10-08T04:17:07.225Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified clockworks/tiktok-profile-scraper as the right tool for a single profile lookup, confirmed by the rightActor PASS deterministic check.", "timestamp": "2026-10-08T04:17:07.168Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:02:10.088Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-08T04:02:10.011Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{2,}/", "timestamp": "2026-10-08T04:02:09.972Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:02:09.900Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-profile-scraper\"", "timestamp": "2026-10-08T04:02:09.830Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-08T04:02:09.698Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides the follower count (192) and all 5 most recent videos with captions, dates, engagement metrics, and URLs, ending with the required 'Actor: clockworks/tiktok-profile-scraper' line." }, { "scenarioId": "tiktok-comments-scraper-usage-top-level-only", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:01:35.282Z", "day": "2026-10-08", "traceId": "fb6bcd10cd922a6b2dcd5436c9c62853", "observationId": "70704f80032a6185", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/fb6bcd10cd922a6b2dcd5436c9c62853?observation=70704f80032a6185", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "use", "title": "tiktok-comments / use / top-level-only", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The grounded check flagged that '70,000,000' (reported as 371,020 likes for the top comment) is not in the Actor output — however, the agent reported 371,020 likes for that comment which IS in the dataset; the grounded FAIL refers to the agent's description saying '70M followers' in the summary text, which is an interpretation not directly in the data, but the core table with 5 highest-liked comments is correctly derived from the retrieved data.", "timestamp": "2026-10-08T04:17:09.094Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The grounded check flagged that '70,000,000' (reported as 371,020 likes for the top comment) is not in the Actor output — however, the agent reported 371,020 likes for that comment which IS in the dataset; the grounded FAIL refers to the agent's description saying '70M followers' in the summary text, which is an interpretation not directly in the data, but the core table with 5 highest-liked comments is correctly derived from the retrieved data.", "timestamp": "2026-10-08T04:17:09.063Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-08T04:17:09.006Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:17:08.959Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The grounded check failed because the agent added '70,000,000' in its summary text ('about Bella Poarch reaching 70M followers') which was not in the Actor output — the comment text says '70.M on Bella Poarch' but the agent hallucinated the interpretation as a specific number (70,000,000). This is a reasoning/model issue, not an Actor issue.", "timestamp": "2026-10-08T04:17:08.922Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-08T04:17:08.882Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The grounded check flagged that '70,000,000' (reported as 371,020 likes for the top comment) is not in the Actor output — however, the agent reported 371,020 likes for that comment which IS in the dataset; the grounded FAIL refers to the agent's description saying '70M followers' in the summary text, which is an interpretation not directly in the data, but the core table with 5 highest-liked comments is correctly derived from the retrieved data.", "timestamp": "2026-10-08T04:17:08.830Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch schema, run actor, get results — no redundant steps.", "timestamp": "2026-10-08T04:17:08.766Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the 20 dataset items and correctly sorted them by diggCount to identify the top 5, using actual values from the tool result.", "timestamp": "2026-10-08T04:17:08.730Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct video URL in postURLs, set commentsPerPost=20, topLevelCommentsPerPost=20, and maxRepliesPerComment=0, which are all appropriate inputs.", "timestamp": "2026-10-08T04:17:08.693Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-08T04:17:08.623Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:02:28.593Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-08T04:02:28.552Z", "metadata": {} }, "check.grounded": { "value": 0.9, "stringValue": null, "comment": "FAIL (warn): 1 of 10 numbers not in Actor output: 70,000,000", "timestamp": "2026-10-08T04:02:28.503Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-08T04:02:28.458Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-08T04:02:28.407Z", "metadata": {} }, "check.noReplies": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxRepliesPerComment", "timestamp": "2026-10-08T04:02:28.367Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): commentsPerPost", "timestamp": "2026-10-08T04:02:28.322Z", "metadata": {} }, "check.videoUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): postURLs[0]", "timestamp": "2026-10-08T04:02:28.233Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:02:28.187Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-08T04:02:28.106Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The grounded check flagged that '70,000,000' (reported as 371,020 likes for the top comment) is not in the Actor output — however, the agent reported 371,020 likes for that comment which IS in the dataset; the grounded FAIL refers to the agent's description saying '70M followers' in the summary text, which is an interpretation not directly in the data, but the core table with 5 highest-liked comments is correctly derived from the retrieved data." }, { "scenarioId": "tiktok-comments-scraper-discovery-video-top-comments", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:01:47.141Z", "day": "2026-10-08", "traceId": "c3dac587f7b1a57f616cfcaa116e430f", "observationId": "8b918fb98ba2a444", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c3dac587f7b1a57f616cfcaa116e430f?observation=8b918fb98ba2a444", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "find", "title": "tiktok-comments / find / video-top-comments", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apidojo/tiktok-comments-scraper; expected clockworks/tiktok-comments-scraper", "timestamp": "2026-10-08T04:17:04.547Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apidojo/tiktok-comments-scraper; expected clockworks/tiktok-comments-scraper", "timestamp": "2026-10-08T04:17:04.454Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apidojo/tiktok-comments-scraper", "comment": "Actors the agent ran: apidojo/tiktok-comments-scraper", "timestamp": "2026-10-08T04:17:04.417Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-08T04:17:04.362Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:17:04.311Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apidojo/tiktok-comments-scraper; expected clockworks/tiktok-comments-scraper", "timestamp": "2026-10-08T04:17:04.275Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-08T04:17:04.240Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent listed 5 most-liked comments with accurate data from the retrieved results, but used the wrong actor (apidojo instead of clockworks) and named it incorrectly in the final line, failing the rightActor and namedActor checks.", "timestamp": "2026-10-08T04:17:04.199Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch-details, call-actor, get-dataset-items) in a direct sequence without unnecessary repetition.", "timestamp": "2026-10-08T04:17:04.145Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items and correctly sorted them by likeCount to present the top 5 most-liked comments with accurate like counts from the data.", "timestamp": "2026-10-08T04:17:04.112Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct video URL in startUrls and set maxItems to 500, which are well-formed inputs for the apidojo actor's schema.", "timestamp": "2026-10-08T04:17:04.074Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for TikTok comment scrapers and found clockworks/tiktok-comments-scraper as the first result, but chose apidojo/tiktok-comments-scraper instead, which is the wrong actor per the deterministic check (rightActor: FAIL).", "timestamp": "2026-10-08T04:17:04.011Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:02:42.445Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-08T04:02:42.403Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-08T04:02:42.364Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:02:42.280Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-comments-scraper\"", "timestamp": "2026-10-08T04:02:42.242Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apidojo/tiktok-comments-scraper; expected clockworks/tiktok-comments-scraper", "timestamp": "2026-10-08T04:02:42.199Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apidojo/tiktok-comments-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apidojo/tiktok-comments-scraper; expected clockworks/tiktok-comments-scraper" }, { "scenarioId": "indeed-scraper-usage-swe-skills", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:01:48.885Z", "day": "2026-10-08", "traceId": "6797c6ff90dd641c40b3ed82076e2fae", "observationId": "c7f2e156dfdfc17f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6797c6ff90dd641c40b3ed82076e2fae?observation=c7f2e156dfdfc17f", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "use", "title": "indeed / use / swe-skills", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 20 job postings and reported the 5 most mentioned skills (Security, AI, Linux, Python, Kubernetes) grounded in the actual description text, fulfilling the task; the answer also matches the regex check for expected skills like Python and Kubernetes.", "timestamp": "2026-10-08T04:17:00.776Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 20 job postings and reported the 5 most mentioned skills (Security, AI, Linux, Python, Kubernetes) grounded in the actual description text, fulfilling the task; the answer also matches the regex check for expected skills like Python and Kubernetes.", "timestamp": "2026-10-08T04:17:00.742Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-08T04:17:00.703Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:17:00.656Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The harness cap check flagged FAIL because maxItems was undefined — the actor's schema uses 'maxItemsPerSearch' not 'maxItems', and while the agent used the correct field name, the harness expected a field called 'maxItems'. This suggests a documentation/schema naming inconsistency that could confuse agents relying on standard field names.", "timestamp": "2026-10-08T04:17:00.584Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-08T04:17:00.548Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 job postings and reported the 5 most mentioned skills (Security, AI, Linux, Python, Kubernetes) grounded in the actual description text, fulfilling the task; the answer also matches the regex check for expected skills like Python and Kubernetes.", "timestamp": "2026-10-08T04:17:00.508Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct path: fetch schema → run actor → get dataset → analyze with bash; no redundant calls or unnecessary repetition.", "timestamp": "2026-10-08T04:17:00.451Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When get-dataset-items returned a file-too-large error, the agent pivoted to using Bash with jq to process the saved file directly, successfully recovering and completing the analysis.", "timestamp": "2026-10-08T04:17:00.412Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the actual dataset file via Bash/jq to extract skill counts from the real description text, and the final answer cites specific counts (Security:50, AI:37, Linux:22, Python:16, Kubernetes:12) derived from that analysis.", "timestamp": "2026-10-08T04:17:00.375Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed position='software engineer', maxItemsPerSearch=20, country='US' to the actor, which is sensible; however the deterministic check flags that maxItems was undefined (the field is actually maxItemsPerSearch=20 which was set correctly, but the harness check for 'maxItems' failed — the agent used the correct schema field name 'maxItemsPerSearch').", "timestamp": "2026-10-08T04:17:00.337Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, and Bash to scrape and analyze job postings with the specified misceres/indeed-scraper actor.", "timestamp": "2026-10-08T04:17:00.292Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:02:56.385Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-08T04:02:56.349Z", "metadata": {} }, "check.descriptions": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-08T04:02:56.306Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-08T04:02:56.262Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): misceres/indeed-scraper: maxItems = undefined (expected lte 20)", "timestamp": "2026-10-08T04:02:56.214Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:02:56.176Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used misceres/indeed-scraper", "timestamp": "2026-10-08T04:02:56.130Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-10-08T04:02:56.076Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "PASS: The agent retrieved 20 job postings and reported the 5 most mentioned skills (Security, AI, Linux, Python, Kubernetes) grounded in the actual description text, fulfilling the task; the answer also matches the regex check for expected skills like Python and Kubernetes." }, { "scenarioId": "indeed-scraper-discovery-denver-marketing", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:02:10.129Z", "day": "2026-10-08", "traceId": "5312da88ec09b7a355f32dd51034f753", "observationId": "79da6c3b6e83df77", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5312da88ec09b7a355f32dd51034f753?observation=79da6c3b6e83df77", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "find", "title": "indeed / find / denver-marketing", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used trusted_tech_spot/fast-indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-08T04:16:57.815Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used trusted_tech_spot/fast-indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-08T04:16:57.728Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "trusted_tech_spot/fast-indeed-jobs-scraper", "comment": "Actors the agent ran: trusted_tech_spot/fast-indeed-jobs-scraper", "timestamp": "2026-10-08T04:16:57.688Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-08T04:16:57.569Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:16:57.529Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used trusted_tech_spot/fast-indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-08T04:16:57.495Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-08T04:16:57.460Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task asked for salary AND company ratings; the agent delivered salary data but acknowledged no company ratings were available, and the data returned appears to be synthetic/sample data (repeated companies, identical snippets, unrealistically high salaries for marketing coordinators), so the task was not fully completed with real benchmarking data.", "timestamp": "2026-10-08T04:16:57.412Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch details, call actor, get dataset) in a logical sequence with no redundant steps.", "timestamp": "2026-10-08T04:16:57.369Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent presented the 10 jobs returned by the dataset, including salary ranges from the actual tool result, without inventing data beyond what was returned.", "timestamp": "2026-10-08T04:16:57.331Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed query='marketing coordinator', location='Denver, CO', maxJobs=10, and enableRagEnrichment=false, which are well-formed and appropriate inputs for the chosen actor.", "timestamp": "2026-10-08T04:16:57.294Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for 'Indeed job postings' and selected trusted_tech_spot/fast-indeed-jobs-scraper instead of the intended misceres/indeed-scraper; the rightActor check is confirmed FAIL, meaning the wrong actor was chosen.", "timestamp": "2026-10-08T04:16:57.259Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:02:50.341Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-08T04:02:50.304Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:02:50.258Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"misceres/indeed-scraper\"", "timestamp": "2026-10-08T04:02:50.174Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used trusted_tech_spot/fast-indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-08T04:02:50.088Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "trusted_tech_spot/fast-indeed-jobs-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used trusted_tech_spot/fast-indeed-jobs-scraper; expected misceres/indeed-scraper" }, { "scenarioId": "amazon-reviews-scraper-usage-helpful-thirty", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:02:13.602Z", "day": "2026-10-08", "traceId": "2a08c67a7451be1a02be76b9ac39dfb5", "observationId": "446a4b6c533ff2ba", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2a08c67a7451be1a02be76b9ac39dfb5?observation=446a4b6c533ff2ba", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "use", "title": "amazon-reviews / use / helpful-thirty", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-08T04:16:57.269Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-08T04:16:57.178Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-08T04:16:57.133Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-08T04:16:57.089Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED; check productUrl: junglee/amazon-reviews-scraper: productUrls[0].url = undefined (expected regex \"B0CWXNS552\")", "timestamp": "2026-10-08T04:16:57.054Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-08T04:16:57.022Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent only retrieved 10 reviews (not 30 as requested due to free-tier limitation) but still produced 3 complaints and 3 praises grounded in the actual review text returned, fulfilling the spirit of the task with the available data.", "timestamp": "2026-10-08T04:16:56.968Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one unnecessary failed call due to wrong input format, but recovered quickly; overall the path was fetch-details → call (fail) → call (succeed) → get-items, which is reasonably direct given the error.", "timestamp": "2026-10-08T04:16:56.920Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'must be object' validation error, the agent correctly diagnosed the issue and reformatted productUrls as an array of objects with url property on the second attempt, which succeeded.", "timestamp": "2026-10-08T04:16:56.884Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items and directly quoted review titles and descriptions from the dataset in its summary (e.g., 'Great in Urban Areas, Not Reliable for Remote Camping or Pets', speaker volume complaint from the second review).", "timestamp": "2026-10-08T04:16:56.844Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call passed productUrls as a plain string array instead of an array of objects with url property, causing CALL-FAILED; the second call correctly used [{\"url\": \"https://www.amazon.com/dp/B0CWXNS552\"}] and succeeded.", "timestamp": "2026-10-08T04:16:56.807Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-reviews-scraper, which is the exact actor named in the prompt.", "timestamp": "2026-10-08T04:16:56.762Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:03:26.146Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, productUrl", "timestamp": "2026-10-08T04:03:26.111Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-08T04:03:26.073Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-08T04:03:26.035Z", "metadata": {} }, "check.sortHelpful": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): sort", "timestamp": "2026-10-08T04:03:25.996Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxReviews", "timestamp": "2026-10-08T04:03:25.951Z", "metadata": {} }, "check.productUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper: productUrls[0].url = undefined (expected regex \"B0CWXNS552\")", "timestamp": "2026-10-08T04:03:25.870Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-08T04:03:25.833Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-08T04:03:25.739Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "productUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED" }, { "scenarioId": "amazon-reviews-scraper-discovery-product-complaints", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:02:28.626Z", "day": "2026-10-08", "traceId": "9f406cb9e4db530ffafd9d021339141a", "observationId": "3fa866d6fc2dffe2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9f406cb9e4db530ffafd9d021339141a?observation=3fa866d6fc2dffe2", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "find", "title": "amazon-reviews / find / product-complaints", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The task asked for 30 most helpful reviews but the free tier only returned 10; the agent acknowledged this limitation and still provided a grounded summary of complaints and praises from the actual 10 reviews retrieved, fulfilling the spirit of the task as well as possible given the constraint.", "timestamp": "2026-10-08T04:16:54.765Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The task asked for 30 most helpful reviews but the free tier only returned 10; the agent acknowledged this limitation and still provided a grounded summary of complaints and praises from the actual 10 reviews retrieved, fulfilling the spirit of the task as well as possible given the constraint.", "timestamp": "2026-10-08T04:16:54.728Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: junglee/amazon-reviews-scraper", "timestamp": "2026-10-08T04:16:54.691Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-08T04:16:54.654Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:16:54.622Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first call-actor invocation passed productUrls as a plain string array ([\"https://...\"] instead of [{\"url\":\"https://...\"}]), causing a validation failure. The schema requires array items to be objects with a 'url' property, which the agent only discovered after the error.", "timestamp": "2026-10-08T04:16:54.589Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-08T04:16:54.554Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The task asked for 30 most helpful reviews but the free tier only returned 10; the agent acknowledged this limitation and still provided a grounded summary of complaints and praises from the actual 10 reviews retrieved, fulfilling the spirit of the task as well as possible given the constraint.", "timestamp": "2026-10-08T04:16:54.518Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: search, fetch-details, one failed call, one corrected call, and get-dataset-items — a reasonably direct path with only one extra call due to the input format error.", "timestamp": "2026-10-08T04:16:54.479Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'must be object' validation error, the agent immediately corrected the productUrls format from a plain string array to an array of URL objects and reran successfully.", "timestamp": "2026-10-08T04:16:54.439Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly quoted review titles and descriptions from the returned data (e.g., 'Great in Urban Areas, Not Reliable for Remote Camping or Pets') to build the complaints and praises summary.", "timestamp": "2026-10-08T04:16:54.362Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call passed productUrls as a plain string array (validation error), but the agent immediately corrected it to the required object format [{\"url\":\"...\"}] with maxReviews:30 and sort:\"helpful\", which succeeded.", "timestamp": "2026-10-08T04:16:54.326Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-reviews-scraper, the intended actor for extracting Amazon product reviews, found via search-actors.", "timestamp": "2026-10-08T04:16:54.243Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:03:36.180Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-08T04:03:36.134Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-08T04:03:36.099Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-reviews-scraper\"", "timestamp": "2026-10-08T04:03:36.056Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-08T04:03:36.003Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "PASS: The task asked for 30 most helpful reviews but the free tier only returned 10; the agent acknowledged this limitation and still provided a grounded summary of complaints and praises from the actual 10 reviews retrieved, fulfilling the spirit of the task as well as possible given the constraint." }, { "scenarioId": "amazon-crawler-usage-earbuds-search-url", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:02:39.619Z", "day": "2026-10-08", "traceId": "61a4124659ab7d450f52126ef9dd7d5e", "observationId": "d876ebdc9a801d86", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/61a4124659ab7d450f52126ef9dd7d5e?observation=d876ebdc9a801d86", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "use", "title": "amazon / use / earbuds-search-url", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-08T04:16:47.643Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-08T04:16:47.551Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-08T04:16:47.495Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-08T04:16:47.457Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED; check searchUrl: junglee/amazon-crawler: categoryOrProductUrls[0].url = undefined (expected regex \"amazon\\\\.com/s\\\\?k=wireless\\\\+earbuds\")", "timestamp": "2026-10-08T04:16:47.409Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-08T04:16:47.372Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent successfully retrieved and reported 10 wireless earbuds with prices and ratings, matching the scraped data; one item (JBL Vibe Beam 2) had no price (shown as N/A), consistent with the field check FAIL for 1 of 10 items missing price.", "timestamp": "2026-10-08T04:16:47.322Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra failed call due to the input format error, but otherwise the plan was direct: fetch schema, call actor (failed), retry with correct input, get dataset items.", "timestamp": "2026-10-08T04:16:47.283Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed due to input validation (wrong format for categoryOrProductUrls), the agent correctly identified the issue and retried with the proper object format [{\"url\": \"...\"}], which succeeded.", "timestamp": "2026-10-08T04:16:47.237Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the successful run and directly used the title, price.value, and stars fields from the tool result to populate the final answer table, with no invented data.", "timestamp": "2026-10-08T04:16:47.195Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call-actor attempt passed categoryOrProductUrls as a plain array of strings instead of objects with 'url' keys, causing CALL-FAILED. The second attempt correctly used [{\"url\": \"https://www.amazon.com/s?k=wireless+earbuds\"}] format and succeeded. However, the facts confirm searchUrl check FAILED because the first run had categoryOrProductUrls[0].url = undefined, and the second run succeeded with 10 items.", "timestamp": "2026-10-08T04:16:47.152Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected junglee/amazon-crawler and used fetch-actor-details, call-actor, and get-dataset-items, which are all appropriate tools for this task.", "timestamp": "2026-10-08T04:16:47.113Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:03:30.929Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, searchUrl", "timestamp": "2026-10-08T04:03:30.894Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-08T04:03:30.851Z", "metadata": {} }, "check.field": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 1 of 10 items fail price exists undefined", "timestamp": "2026-10-08T04:03:30.813Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-08T04:03:30.776Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxItemsPerStartUrl", "timestamp": "2026-10-08T04:03:30.738Z", "metadata": {} }, "check.searchUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler: categoryOrProductUrls[0].url = undefined (expected regex \"amazon\\\\.com/s\\\\?k=wireless\\\\+earbuds\")", "timestamp": "2026-10-08T04:03:30.699Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-08T04:03:30.665Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-crawler", "timestamp": "2026-10-08T04:03:30.621Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "field", "searchUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED" }, { "scenarioId": "amazon-crawler-discovery-wireless-earbuds", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:02:42.475Z", "day": "2026-10-08", "traceId": "f1731298aaa713a558fe880690d3c6c5", "observationId": "340848f18971cad3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f1731298aaa713a558fe880690d3c6c5?observation=340848f18971cad3", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "find", "title": "amazon / find / wireless-earbuds", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used powerai/amazon-product-search-scraper, automly/amazon-products-scraper---fast-efficient-with-sales-data; expected junglee/amazon-crawler", "timestamp": "2026-10-08T04:16:46.575Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used powerai/amazon-product-search-scraper, automly/amazon-products-scraper---fast-efficient-with-sales-data; expected junglee/amazon-crawler", "timestamp": "2026-10-08T04:16:46.483Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "powerai/amazon-product-search-scraper", "comment": "Actors the agent ran: powerai/amazon-product-search-scraper, automly/amazon-products-scraper---fast-efficient-with-sales-data", "timestamp": "2026-10-08T04:16:46.446Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-08T04:16:46.406Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:16:46.364Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used powerai/amazon-product-search-scraper, automly/amazon-products-scraper---fast-efficient-with-sales-data; expected junglee/amazon-crawler", "timestamp": "2026-10-08T04:16:46.316Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-08T04:16:46.276Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered a table of 10 wireless earbuds with prices and ratings sourced from real scraped data, and ended with the required 'Actor:' line, though it used the wrong actor (not junglee/amazon-crawler as expected per deterministic checks).", "timestamp": "2026-10-08T04:16:46.228Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made an unnecessary extra call to fetch-actor-details for powerai/amazon-product-search-scraper before trying it, and then had to switch actors after a failed run, adding extra steps; however the overall path was reasonably direct given the circumstances.", "timestamp": "2026-10-08T04:16:46.187Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When powerai/amazon-product-search-scraper failed with a validation error (maxResults must be >= 20), the agent corrected the input and retried; when that run returned 0 items, the agent switched to automly/amazon-products-scraper which succeeded with 20 items.", "timestamp": "2026-10-08T04:16:46.094Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from the automly actor run (20 items returned) and used the actual title, price, rating, and estimated_monthly_sales fields to construct the final table, not invented values.", "timestamp": "2026-10-08T04:16:46.058Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call to powerai/amazon-product-search-scraper used maxResults:10 which violated the minimum of 20 constraint; the agent corrected this on retry. The second actor call used correct keyword array, marketplace, and fullDetails fields.", "timestamp": "2026-10-08T04:16:46.009Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent found junglee/amazon-crawler in the first search result but chose powerai/amazon-product-search-scraper and automly/amazon-products-scraper instead, missing the intended/correct actor. The deterministic check rightActor is FAIL.", "timestamp": "2026-10-08T04:16:45.966Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:03:56.713Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-08T04:03:56.681Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-08T04:03:56.622Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): powerai/amazon-product-search-scraper run : CALL-FAILED", "timestamp": "2026-10-08T04:03:56.587Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"junglee/amazon-crawler\"", "timestamp": "2026-10-08T04:03:56.502Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used powerai/amazon-product-search-scraper, automly/amazon-products-scraper---fast-efficient-with-sales-data; expected junglee/amazon-crawler", "timestamp": "2026-10-08T04:03:56.426Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "powerai/amazon-product-search-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used powerai/amazon-product-search-scraper, automly/amazon-products-scraper---fast-efficient-with-sales-data; expected junglee/amazon-crawler" }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:02:50.381Z", "day": "2026-10-08", "traceId": "748812eece7b761c044a277d2d1203ce", "observationId": "b71649d3b4a73770", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/748812eece7b761c044a277d2d1203ce?observation=b71649d3b4a73770", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-08T04:16:45.805Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-08T04:16:45.654Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-08T04:16:45.614Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:16:45.572Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-08T04:16:45.519Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-08T04:16:45.474Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The crawl did not stay within the platform section (pages like /academy/scraping-basics-javascript, /sdk/js, /api/client/python were included), saveHtml was never set to true (saveHtmlAsFile was used instead per the schema but the deterministic check confirms saveHtml=FAIL), and 11 total items exceeded the 10-page cap, so the task requirements were not fully met.", "timestamp": "2026-10-08T04:16:45.434Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "Three actor runs were made (one failed, two succeeded) when at most two were expected; the third run was launched without the section filter glob, making it a less efficient and less correct approach than fixing the second run properly.", "timestamp": "2026-10-08T04:16:45.377Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with input validation error (saveHtmlAsFile not recognized), the agent correctly identified the issue and retried with the proper schema format for includeUrlGlobs objects; however the second attempt still used saveHtmlAsFile (which is actually valid per schema) but dropped the URL glob filter.", "timestamp": "2026-10-08T04:16:45.337Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and key-value store HTML records and used the actual URLs, titles, and htmlUrl fields from the API responses in its final report.", "timestamp": "2026-10-08T04:16:45.242Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The second run omitted includeUrlGlobs (no section filter) and used saveHtmlAsFile instead of saveHtml=true, and the third run also omitted includeUrlGlobs entirely — confirmed by deterministic checks sectionFilter=FAIL and saveHtml=FAIL across all runs.", "timestamp": "2026-10-08T04:16:45.203Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/website-content-crawler and used fetch-actor-details, call-actor, get-dataset-items, get-key-value-store-record, get-actor-run, and Read tools, all appropriate for the task.", "timestamp": "2026-10-08T04:16:45.160Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:06:02.354Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-08T04:06:02.309Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 12 items, expected at most 10", "timestamp": "2026-10-08T04:06:02.274Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml = undefined (expected equals true); apify/website-content-crawler: saveHtml = undefined (expected equals true); apify/website-content-crawler: saveHtml = undefined (expected equals true)", "timestamp": "2026-10-08T04:06:02.231Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs = undefined (expected exists undefined)", "timestamp": "2026-10-08T04:06:02.170Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 3 run(s): maxCrawlPages", "timestamp": "2026-10-08T04:06:02.096Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): startUrls[0].url", "timestamp": "2026-10-08T04:06:02.055Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-08T04:06:01.985Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-08T04:06:01.930Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter", "ranOk" ], "judgeComment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:02:56.439Z", "day": "2026-10-08", "traceId": "cbeb7661f976145501f1d466e6a3463c", "observationId": "e344bcbf1874f801", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/cbeb7661f976145501f1d466e6a3463c?observation=e344bcbf1874f801", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/rag-web-browser, alaricus/rag-docs-markdown-scraper; expected apify/website-content-crawler", "timestamp": "2026-10-08T04:16:43.366Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/rag-web-browser, alaricus/rag-docs-markdown-scraper; expected apify/website-content-crawler", "timestamp": "2026-10-08T04:16:43.269Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/rag-web-browser", "comment": "Actors the agent ran: apify/rag-web-browser, alaricus/rag-docs-markdown-scraper", "timestamp": "2026-10-08T04:16:43.228Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-08T04:16:43.187Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:16:43.141Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/rag-web-browser, alaricus/rag-docs-markdown-scraper; expected apify/website-content-crawler", "timestamp": "2026-10-08T04:16:43.097Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-08T04:16:43.051Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 20 pages and five titles from real retrieved data, but used the wrong actor (alaricus/rag-docs-markdown-scraper instead of apify/website-content-crawler), and the startUrls were undefined per the harness facts, meaning the crawl may not have actually targeted docs.apify.com/academy correctly despite appearing to succeed.", "timestamp": "2026-10-08T04:16:43.012Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made an unnecessary first run with apify/rag-web-browser (wrong tool for crawling multiple pages) before finding a more suitable actor, adding an extra search and run cycle that could have been avoided by searching for website-content-crawler directly.", "timestamp": "2026-10-08T04:16:42.967Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When rag-web-browser only returned 1 page instead of 20, the agent recognized the failure and searched for a more appropriate actor, recovering by running alaricus/rag-docs-markdown-scraper which did return 20 items.", "timestamp": "2026-10-08T04:16:42.928Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent correctly used the dataset items returned by get-dataset-items to report 20 pages and list five real titles (Apify Academy, Web scraping basics for JavaScript devs, etc.) that match the tool result preview.", "timestamp": "2026-10-08T04:16:42.865Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The startUrls input for both actors was passed as undefined per the deterministic checks (startUrl FAIL), and maxCrawlPages was also undefined for both runs, meaning the page cap was not properly set despite the agent specifying max_pages:20 in the call-actor input.", "timestamp": "2026-10-08T04:16:42.788Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose apify/rag-web-browser (a search/fetch tool, not a crawler) first, then switched to alaricus/rag-docs-markdown-scraper (a third-party actor with 3 total users) instead of the intended apify/website-content-crawler, which is the canonical LLM-ready website crawler on Apify.", "timestamp": "2026-10-08T04:16:42.629Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:04:20.236Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, startUrl", "timestamp": "2026-10-08T04:04:20.198Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/rag-web-browser: maxCrawlPages = undefined (expected lte 20); alaricus/rag-docs-markdown-scraper: maxCrawlPages = undefined (expected lte 20)", "timestamp": "2026-10-08T04:04:20.152Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: apify/rag-web-browser: startUrls[0].url = undefined (expected regex \"docs\\\\.apify\\\\.com/academy\"); alaricus/rag-docs-markdown-scraper: startUrls[0].url = undefined (expected regex \"docs\\\\.apify\\\\.com/academy\")", "timestamp": "2026-10-08T04:04:20.115Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:04:20.075Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-08T04:04:20.006Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/rag-web-browser, alaricus/rag-docs-markdown-scraper; expected apify/website-content-crawler", "timestamp": "2026-10-08T04:04:19.921Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/rag-web-browser", "infraOk": true, "failedChecks": [ "pageCap", "startUrl", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/rag-web-browser, alaricus/rag-docs-markdown-scraper; expected apify/website-content-crawler" }, { "scenarioId": "web-scraper-usage-coinmarketcap-top-ten", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:03:26.181Z", "day": "2026-10-08", "traceId": "aebe68b2884885d55f8186f2c5bafe24", "observationId": "3b80e89bcc3af7e4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/aebe68b2884885d55f8186f2c5bafe24?observation=3b80e89bcc3af7e4", "subject": "apify/web-scraper", "owner": "universe", "skill": "use", "title": "web / use / coinmarketcap-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents 10 cryptocurrencies with real scraped prices matching the dataset items, fulfilling the task of reporting names and current prices of top 10 cryptocurrencies from a single page of coinmarketcap.com.", "timestamp": "2026-10-08T04:16:34.209Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents 10 cryptocurrencies with real scraped prices matching the dataset items, fulfilling the task of reporting names and current prices of top 10 cryptocurrencies from a single page of coinmarketcap.com.", "timestamp": "2026-10-08T04:16:34.171Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-08T04:16:34.138Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:16:34.090Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent successfully used apify/web-scraper, recovered from an initial column-mapping error, and delivered accurate scraped data for the top 10 cryptocurrencies.", "timestamp": "2026-10-08T04:16:34.030Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 0, "stringValue": null, "comment": "call-actor: data must have required property 'actor', data must have required property 'input', data must NOT have additional properties", "timestamp": "2026-10-08T04:16:33.996Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents 10 cryptocurrencies with real scraped prices matching the dataset items, fulfilling the task of reporting names and current prices of top 10 cryptocurrencies from a single page of coinmarketcap.com.", "timestamp": "2026-10-08T04:16:33.959Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed two runs because the first page function extracted the wrong column (percentage change instead of price), requiring a second run to fix the column index; this was a necessary correction rather than pointless repetition.", "timestamp": "2026-10-08T04:16:33.920Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first run returned percentage changes instead of prices (wrong column index), and the agent recognized this and re-ran with a corrected column index (cells[3] instead of cells[4]), successfully obtaining actual prices.", "timestamp": "2026-10-08T04:16:33.876Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from both runs and used the actual scraped data (e.g., Bitcoin $82,607.29, Ethereum $2,558.99) directly in the final answer rather than inventing values.", "timestamp": "2026-10-08T04:16:33.838Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent provided valid inputs including startUrls with coinmarketcap.com, a pageFunction using jQuery to extract table rows, injectJQuery:true, proxyConfiguration, and maxPagesPerCrawl:1 for the one-page cap.", "timestamp": "2026-10-08T04:16:33.795Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/web-scraper for scraping CoinMarketCap, which is the intended actor named in the prompt.", "timestamp": "2026-10-08T04:16:33.754Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:04:44.217Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-08T04:04:44.171Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\$\\s?\\d[\\d,]*\\.\\d{2}/", "timestamp": "2026-10-08T04:04:44.118Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-08T04:04:44.063Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxPagesPerCrawl", "timestamp": "2026-10-08T04:04:44.028Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): pageFunction", "timestamp": "2026-10-08T04:04:43.996Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): startUrls[0].url", "timestamp": "2026-10-08T04:04:43.946Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:04:43.871Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-10-08T04:04:43.782Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "schemaValidity" ], "judgeComment": "PASS: The final answer presents 10 cryptocurrencies with real scraped prices matching the dataset items, fulfilling the task of reporting names and current prices of top 10 cryptocurrencies from a single page of coinmarketcap.com." }, { "scenarioId": "web-scraper-discovery-waterstones-headless", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:03:30.961Z", "day": "2026-10-08", "traceId": "8bd472219ae6de3d5038968223cad9d2", "observationId": "948590990fafcbe9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8bd472219ae6de3d5038968223cad9d2?observation=948590990fafcbe9", "subject": "apify/web-scraper", "owner": "universe", "skill": "find", "title": "web / find / waterstones-headless", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used lofomachines/universal-ecommerce-scraper; expected apify/web-scraper", "timestamp": "2026-10-08T04:16:33.383Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used lofomachines/universal-ecommerce-scraper; expected apify/web-scraper", "timestamp": "2026-10-08T04:16:33.284Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "lofomachines/universal-ecommerce-scraper", "comment": "Actors the agent ran: lofomachines/universal-ecommerce-scraper", "timestamp": "2026-10-08T04:16:33.238Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-08T04:16:33.201Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:16:33.162Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used lofomachines/universal-ecommerce-scraper; expected apify/web-scraper", "timestamp": "2026-10-08T04:16:33.112Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-08T04:16:33.063Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task asked for apify/web-scraper with a pageFunction and page cap, but the agent used the wrong actor (lofomachines/universal-ecommerce-scraper), had no pageFunction, and no maxPagesPerCrawl cap; all three deterministic checks (rightActor, namedActor, pageFunction, pageCap) failed, meaning the task was not completed as specified even though 10 results were returned.", "timestamp": "2026-10-08T04:16:33.029Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent performed two searches (web scraper javascript, ecommerce scraper), fetched actor details, called the actor, polled for completion, and retrieved results — a reasonably direct path with no pointless repetition.", "timestamp": "2026-10-08T04:16:32.992Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and displayed all 10 results in a formatted table directly from the retrieved data, not invented.", "timestamp": "2026-10-08T04:16:32.949Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The input provided (startUrls, maxItems:10, scrapeProductDetails:false) was well-formed for the chosen actor's schema, but the actor itself was wrong; within the chosen actor's own schema the arguments were valid.", "timestamp": "2026-10-08T04:16:32.910Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose lofomachines/universal-ecommerce-scraper instead of the correct apify/web-scraper; the deterministic check rightActor is FAIL, and the task explicitly required a real browser with custom extraction, which apify/web-scraper handles via pageFunction while the chosen actor has no pageFunction support.", "timestamp": "2026-10-08T04:16:32.869Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:05:28.289Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-10-08T04:05:28.249Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): lofomachines/universal-ecommerce-scraper: maxPagesPerCrawl = undefined (expected lte 5)", "timestamp": "2026-10-08T04:05:28.211Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: lofomachines/universal-ecommerce-scraper: pageFunction = undefined (expected exists undefined)", "timestamp": "2026-10-08T04:05:28.177Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:05:28.089Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/web-scraper\"", "timestamp": "2026-10-08T04:05:28.052Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used lofomachines/universal-ecommerce-scraper; expected apify/web-scraper", "timestamp": "2026-10-08T04:05:27.950Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "lofomachines/universal-ecommerce-scraper", "infraOk": true, "failedChecks": [ "pageCap", "pageFunction", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used lofomachines/universal-ecommerce-scraper; expected apify/web-scraper" }, { "scenarioId": "rag-web-browser-usage-sf-startups-markdown", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:03:36.216Z", "day": "2026-10-08", "traceId": "663ecaf88aa698869975fceb76c6aeca", "observationId": "b5e83ebdafe2fa36", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/663ecaf88aa698869975fceb76c6aeca?observation=b5e83ebdafe2fa36", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "use", "title": "rag-web-browser / use / sf-startups-markdown", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned all 5 results in Markdown format with URLs and two-line summaries drawn from the actual scraped content, fulfilling the task requirements; however, the URLs are Google redirect URLs rather than the actual page URLs, which is a minor issue but the data came from the actor results.", "timestamp": "2026-10-08T04:16:29.568Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned all 5 results in Markdown format with URLs and two-line summaries drawn from the actual scraped content, fulfilling the task requirements; however, the URLs are Google redirect URLs rather than the actual page URLs, which is a minor issue but the data came from the actor results.", "timestamp": "2026-10-08T04:16:29.534Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-08T04:16:29.497Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:16:29.459Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The searchResult.url field returned Google redirect URLs (http://www.google.com/goto?url=...) rather than the actual destination page URLs, making the links less useful. The agent used the data as returned but the Actor's output format for URLs in this context was not the clean direct URLs a user would expect.", "timestamp": "2026-10-08T04:16:29.415Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-08T04:16:29.379Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned all 5 results in Markdown format with URLs and two-line summaries drawn from the actual scraped content, fulfilling the task requirements; however, the URLs are Google redirect URLs rather than the actual page URLs, which is a minor issue but the data came from the actor results.", "timestamp": "2026-10-08T04:16:29.332Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a reasonable path: fetch schema, run actor, retrieve items, handle size error with jq extraction — no unnecessary repetition, though it needed two jq calls to get both URLs and markdown content.", "timestamp": "2026-10-08T04:16:29.292Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When get-dataset-items returned a result too large for context, the agent saved it to a file and used Bash/jq to extract the needed fields, successfully recovering from the token limit error.", "timestamp": "2026-10-08T04:16:29.260Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the dataset items from the file using Bash/jq commands and extracted titles, URLs, and markdown content to build the final answer, with summaries grounded in the actual scraped content (e.g., citing Deel, 2525 YC startups, Founder Institute alumni).", "timestamp": "2026-10-08T04:16:29.185Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/rag-web-browser with query='fastest growing startups in San Francisco 2026', maxResults=5, and outputFormats=['markdown'], which matches the task requirements exactly.", "timestamp": "2026-10-08T04:16:29.147Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to understand the schema, then call-actor with apify/rag-web-browser, and get-dataset-items to retrieve results — all appropriate tools for the task.", "timestamp": "2026-10-08T04:16:29.107Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:04:52.581Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-08T04:04:52.545Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-10-08T04:04:52.510Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-08T04:04:52.469Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-08T04:04:52.373Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): query", "timestamp": "2026-10-08T04:04:52.306Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:04:52.266Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/rag-web-browser", "timestamp": "2026-10-08T04:04:52.170Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned all 5 results in Markdown format with URLs and two-line summaries drawn from the actual scraped content, fulfilling the task requirements; however, the URLs are Google redirect URLs rather than the actual page URLs, which is a minor issue but the data came from the actor results." }, { "scenarioId": "rag-web-browser-discovery-web-search-with-sources", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:03:56.758Z", "day": "2026-10-08", "traceId": "efcb071bb8bc207123d0d6e95937cd84", "observationId": "0dd770986fd1189f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/efcb071bb8bc207123d0d6e95937cd84?observation=0dd770986fd1189f", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "find", "title": "rag-web-browser / find / web-search-with-sources", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/ai-web-scraper; expected apify/rag-web-browser", "timestamp": "2026-10-08T04:16:27.329Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/ai-web-scraper; expected apify/rag-web-browser", "timestamp": "2026-10-08T04:16:27.240Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/ai-web-scraper", "comment": "Actors the agent ran: apify/ai-web-scraper", "timestamp": "2026-10-08T04:16:27.201Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-08T04:16:27.165Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:16:27.128Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/ai-web-scraper; expected apify/rag-web-browser", "timestamp": "2026-10-08T04:16:27.086Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-08T04:16:27.050Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer provides the 5 highest-grossing James Bond films with box office figures and a source URL, fulfilling the content requirement, but the deterministic checks confirm the wrong actor was used (rightActor: FAIL, namedActor: FAIL) and the query input was undefined.", "timestamp": "2026-10-08T04:16:27.016Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent searched for 'web scraper' actors, fetched actor details for ai-web-scraper, then ran it directly — a reasonably direct path, though it searched for the wrong type of actor and skipped the recommended broader search.", "timestamp": "2026-10-08T04:16:26.983Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When get-dataset-items returned a file too large for direct reading, the agent pivoted to using Bash with jq to extract the relevant data from the saved file, successfully recovering.", "timestamp": "2026-10-08T04:16:26.946Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used jq to extract the structured data returned by the actor and correctly reported the top 5 James Bond films with box office figures from the dataset items.", "timestamp": "2026-10-08T04:16:26.903Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent provided a valid startUrls array with the Wikipedia URL, extractionMode='single', and a sensible prompt, so the inputs were well-formed for the actor it chose, even though it chose the wrong actor.", "timestamp": "2026-10-08T04:16:26.862Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose apify/ai-web-scraper instead of the correct apify/rag-web-browser; the task required searching the web for information, which is exactly what rag-web-browser is designed for, while ai-web-scraper is meant for scraping known URLs with structured extraction.", "timestamp": "2026-10-08T04:16:26.819Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:04:55.909Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, query", "timestamp": "2026-10-08T04:04:55.873Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-10-08T04:04:55.819Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: apify/ai-web-scraper: query = undefined (expected exists undefined)", "timestamp": "2026-10-08T04:04:55.786Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:04:55.733Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/rag-web-browser\"", "timestamp": "2026-10-08T04:04:55.697Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/ai-web-scraper; expected apify/rag-web-browser", "timestamp": "2026-10-08T04:04:55.662Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/ai-web-scraper", "infraOk": true, "failedChecks": [ "query", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/ai-web-scraper; expected apify/rag-web-browser" }, { "scenarioId": "cheerio-scraper-usage-foyles-manga-two-hops", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:04:20.266Z", "day": "2026-10-08", "traceId": "9e2935cd02d171b86ca599e0ff7b0122", "observationId": "387cdd014089cbcb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9e2935cd02d171b86ca599e0ff7b0122?observation=387cdd014089cbcb", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "use", "title": "cheerio / use / foyles-manga-two-hops", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 7 Actor run(s), expected at most 2", "timestamp": "2026-10-08T04:16:23.690Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 7 Actor run(s), expected at most 2", "timestamp": "2026-10-08T04:16:23.599Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-08T04:16:23.564Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:16:23.526Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 7 Actor run(s), expected at most 2", "timestamp": "2026-10-08T04:16:23.473Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 0, "stringValue": null, "comment": "call-actor: data must have required property 'actor', data must have required property 'input', data must NOT have additional properties; call-actor: data must have required property 'actor', data must have required property 'input', data must NOT have additional properties", "timestamp": "2026-10-08T04:16:23.434Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No book data (title/price JSON objects) was ever retrieved; all runs produced 0 dataset items due to persistent 403 blocking, and the agent ran out of turns without presenting any results.", "timestamp": "2026-10-08T04:16:23.398Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 7 Actor runs (facts confirm FAIL on ranOk) when at most 2 were expected; it kept retrying with minor variations that didn't address the root cause (403 blocking by Foyles), and then pivoted to fetching web-scraper details without completing the task.", "timestamp": "2026-10-08T04:16:23.362Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The agent tried multiple approaches to handle the 403 blocking (adding headers, changing proxy rotation to PER_REQUEST, using sessionPoolName, disabling SSL errors), but all runs continued to fail with 403 errors and 0 useful dataset items were ever produced.", "timestamp": "2026-10-08T04:16:23.320Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from run emfkhRLErC97zQU9z and correctly identified the 403 blocking error, then adjusted subsequent runs accordingly.", "timestamp": "2026-10-08T04:16:23.282Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "After initial JSON parsing errors, the agent correctly structured inputs with startUrls, linkSelector, pseudoUrls (with proper purl format), pageFunction, maxCrawlingDepth:2, maxPagesPerCrawl:20, and proxyConfiguration. All required fields were present in successful runs.", "timestamp": "2026-10-08T04:16:23.243Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/cheerio-scraper as specified in the task, and also fetched actor details to understand the schema before calling it.", "timestamp": "2026-10-08T04:16:23.205Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:06:25.358Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-08T04:06:25.314Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 items, expected at least 1", "timestamp": "2026-10-08T04:06:25.224Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 7 run(s): maxPagesPerCrawl", "timestamp": "2026-10-08T04:06:25.182Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 7 run(s): maxCrawlingDepth", "timestamp": "2026-10-08T04:06:25.147Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 7 run(s): pageFunction", "timestamp": "2026-10-08T04:06:25.109Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 7 run(s): startUrls[0].url", "timestamp": "2026-10-08T04:06:25.076Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 7 Actor run(s), expected at most 2", "timestamp": "2026-10-08T04:06:25.035Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/cheerio-scraper", "timestamp": "2026-10-08T04:06:24.995Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "schemaValidity", "items", "ranOk" ], "judgeComment": "FAIL: check ranOk: 7 Actor run(s), expected at most 2" }, { "scenarioId": "cheerio-scraper-discovery-ikea-static-catalog", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:04:44.247Z", "day": "2026-10-08", "traceId": "b784d47b923f0d80bdf05530ed79a785", "observationId": "6fb21e91e5ec12b3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b784d47b923f0d80bdf05530ed79a785?observation=6fb21e91e5ec12b3", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "find", "title": "cheerio / find / ikea-static-catalog", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-08T04:16:20.584Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-08T04:16:20.487Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "pintostudio/ikea-products-bycategory", "comment": "Actors the agent ran: pintostudio/ikea-products-bycategory", "timestamp": "2026-10-08T04:16:20.427Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-08T04:16:20.386Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:16:20.344Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-08T04:16:20.306Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-08T04:16:20.269Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns before delivering a final answer to the user with the 10 product names and prices, and it used the wrong actor (not apify/cheerio-scraper as required). The namedActor and rightActor checks both FAIL, and no final formatted answer was presented.", "timestamp": "2026-10-08T04:16:20.225Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran multiple jq queries to find the right field paths (priceText returned 'Price' string, then tried numeral+currencyCode), which added some extra steps, but the overall path was reasonably direct.", "timestamp": "2026-10-08T04:16:20.183Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the dataset result was too large to read directly, the agent fell back to Bash/grep/jq commands to extract the needed fields, successfully recovering from the token-limit error.", "timestamp": "2026-10-08T04:16:20.147Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and used jq to extract product names and prices from the actual run output, showing real data like STORKLINTA £139, FÅGELFJÄLLET £199, etc.", "timestamp": "2026-10-08T04:16:20.111Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed categoryUrl, localeCode='en_GB', page=1, and perPage=10 to the chosen actor, which are valid inputs for that actor's schema, so the arguments were well-formed for the actor it selected.", "timestamp": "2026-10-08T04:16:20.072Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose pintostudio/ikea-products-bycategory instead of apify/cheerio-scraper; the task explicitly asked for a lightweight, non-headless-browser HTML scraper, but the agent picked a specialized IKEA API-based actor. The rightActor deterministic check is FAIL.", "timestamp": "2026-10-08T04:16:20.018Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:05:55.691Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-10-08T04:05:55.649Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): pintostudio/ikea-products-bycategory: maxPagesPerCrawl = undefined (expected lte 5)", "timestamp": "2026-10-08T04:05:55.613Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: pintostudio/ikea-products-bycategory: pageFunction = undefined (expected exists undefined)", "timestamp": "2026-10-08T04:05:55.572Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:05:55.522Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/cheerio-scraper\"", "timestamp": "2026-10-08T04:05:55.441Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-08T04:05:55.363Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "pintostudio/ikea-products-bycategory", "infraOk": true, "failedChecks": [ "pageCap", "pageFunction", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper" }, { "scenarioId": "ai-web-scraper-usage-apify-store-first-page", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:04:52.613Z", "day": "2026-10-08", "traceId": "9b17dc24f70182a4d7f28f77dfedcbfe", "observationId": "b77baeae3e504b86", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9b17dc24f70182a4d7f28f77dfedcbfe?observation=b77baeae3e504b86", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "use", "title": "ai-web / use / apify-store-first-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent produced a comprehensive table of 36 actors with name, description, rating, and user count drawn from the scraped data, fulfilling the task requirements.", "timestamp": "2026-10-08T04:16:15.934Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent produced a comprehensive table of 36 actors with name, description, rating, and user count drawn from the scraped data, fulfilling the task requirements.", "timestamp": "2026-10-08T04:16:15.897Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-08T04:16:15.863Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:16:15.828Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The onePage deterministic check failed because maxPagesToVisit was not set, but in 'single' extraction mode this parameter is explicitly ignored per the Actor's own schema description, so the omission had no practical effect on the result.", "timestamp": "2026-10-08T04:16:15.789Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-08T04:16:15.753Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a comprehensive table of 36 actors with name, description, rating, and user count drawn from the scraped data, fulfilling the task requirements.", "timestamp": "2026-10-08T04:16:15.716Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used a logical 4-step sequence: fetch actor details, run the actor, get dataset items, read the full file when truncated — no redundant calls.", "timestamp": "2026-10-08T04:16:15.678Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The dataset output was too large for the preview and was saved to a file; the agent correctly used the Read tool to access the full content and proceeded without issue.", "timestamp": "2026-10-08T04:16:15.642Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the full dataset output from the file and constructed the table directly from the markdown content returned by the scraper, citing actual actor names, ratings, and user counts visible in the tool result preview.", "timestamp": "2026-10-08T04:16:15.603Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set extractionMode to 'single' (correct for one-page extraction), provided the correct startUrl, and wrote a clear extraction prompt. However, it did not set maxPagesToVisit, which triggered the deterministic FAIL for onePage check, though in 'single' mode this parameter is ignored per the schema description.", "timestamp": "2026-10-08T04:16:15.566Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/ai-web-scraper and used fetch-actor-details, call-actor, get-dataset-items, and Read tools, all appropriate for the task.", "timestamp": "2026-10-08T04:16:15.529Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:06:00.820Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-08T04:06:00.781Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-08T04:06:00.745Z", "metadata": {} }, "check.onePage": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper: maxPagesToVisit = undefined (expected lte 3)", "timestamp": "2026-10-08T04:06:00.706Z", "metadata": {} }, "check.promptGiven": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): prompt", "timestamp": "2026-10-08T04:06:00.663Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-08T04:06:00.628Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:06:00.593Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-10-08T04:06:00.553Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "onePage" ], "judgeComment": "PASS: The agent produced a comprehensive table of 36 actors with name, description, rating, and user count drawn from the scraped data, fulfilling the task requirements." }, { "scenarioId": "ai-web-scraper-discovery-climate-articles-three-sites", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:04:55.939Z", "day": "2026-10-08", "traceId": "efe8a843f55b8fdd2aa94c60575d4d53", "observationId": "3a0e4cd3f42e1b4d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/efe8a843f55b8fdd2aa94c60575d4d53?observation=3a0e4cd3f42e1b4d", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "find", "title": "ai-web / find / climate-articles-three-sites", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used automation-lab/news-article-extractor, scrapepilot/rss-feed-scraper----news-scraper-article-extractor; expected apify/ai-web-scraper", "timestamp": "2026-10-08T04:16:15.208Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used automation-lab/news-article-extractor, scrapepilot/rss-feed-scraper----news-scraper-article-extractor; expected apify/ai-web-scraper", "timestamp": "2026-10-08T04:16:15.109Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "automation-lab/news-article-extractor", "comment": "Actors the agent ran: automation-lab/news-article-extractor, scrapepilot/rss-feed-scraper----news-scraper-article-extractor", "timestamp": "2026-10-08T04:16:15.072Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-08T04:16:15.030Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:16:14.998Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used automation-lab/news-article-extractor, scrapepilot/rss-feed-scraper----news-scraper-article-extractor; expected apify/ai-web-scraper", "timestamp": "2026-10-08T04:16:14.957Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "14 tool calls valid", "timestamp": "2026-10-08T04:16:14.917Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns without delivering any article data (title, author, publication date) from the three requested sites, and the final answer is just an incomplete mid-task statement rather than a report with counts and examples.", "timestamp": "2026-10-08T04:16:14.846Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent performed 5 separate search-actors calls and 2 fetch-actor-details calls without ever searching for 'ai web scraper' or 'describe what you want scraper', leading to a meandering path that never reached the correct actor before running out of turns.", "timestamp": "2026-10-08T04:16:14.809Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the first actor returned 0 items, the agent correctly pivoted to search for an RSS-based actor and tried a different approach; however it never found the correct actor (apify/ai-web-scraper) and ran out of turns without completing the task.", "timestamp": "2026-10-08T04:16:14.771Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent did call get-dataset-items after each run and correctly observed 0 items from the first run and 2 items from the second, using those results to decide to try another approach rather than fabricating data.", "timestamp": "2026-10-08T04:16:14.729Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The inputs provided to both actors were structurally valid (startUrls array, maxArticles integer for the first; feed_urls string, max_results integer for the second), but the wrong actors were chosen so correctness of arguments is moot; additionally the RSS actor was given RSS feed URLs rather than the original site URLs, which is a reasonable adaptation but still produced only 2 items.", "timestamp": "2026-10-08T04:16:14.656Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent never found or used apify/ai-web-scraper (the correct tool for describe-what-you-want scraping without selectors/code); instead it chose automation-lab/news-article-extractor and scrapepilot/rss-feed-scraper, neither of which is the intended actor and both failed to return meaningful data.", "timestamp": "2026-10-08T04:16:14.576Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:06:25.072Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-08T04:06:24.999Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: maxPagesToVisit = undefined (expected lte 20); scrapepilot/rss-feed-scraper----news-scraper-article-extractor: maxPagesToVisit = undefined (expected lte 20)", "timestamp": "2026-10-08T04:06:24.962Z", "metadata": {} }, "check.promptGiven": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: prompt = undefined (expected exists undefined); scrapepilot/rss-feed-scraper----news-scraper-article-extractor: prompt = undefined (expected exists undefined)", "timestamp": "2026-10-08T04:06:24.908Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:06:24.874Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/ai-web-scraper\"", "timestamp": "2026-10-08T04:06:24.789Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used automation-lab/news-article-extractor, scrapepilot/rss-feed-scraper----news-scraper-article-extractor; expected apify/ai-web-scraper", "timestamp": "2026-10-08T04:06:24.700Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "automation-lab/news-article-extractor", "infraOk": true, "failedChecks": [ "pageCap", "promptGiven", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used automation-lab/news-article-extractor, scrapepilot/rss-feed-scraper----news-scraper-article-extractor; expected apify/ai-web-scraper" }, { "scenarioId": "zillow-zip-search-usage-scottsdale", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:05:28.330Z", "day": "2026-10-08", "traceId": "404f6af6eecfa60ef47234b546b590b8", "observationId": "f0dacbe6a98228c2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/404f6af6eecfa60ef47234b546b590b8?observation=f0dacbe6a98228c2", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "use", "title": "zillow-zip-search / use / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported 10 results retrieved, identified the cheapest home as 6700 E THOMAS Road #32, Scottsdale, AZ 85251 at $199,000, fully satisfying the task requirements.", "timestamp": "2026-10-08T04:16:06.896Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported 10 results retrieved, identified the cheapest home as 6700 E THOMAS Road #32, Scottsdale, AZ 85251 at $199,000, fully satisfying the task requirements.", "timestamp": "2026-10-08T04:16:06.860Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-08T04:16:06.823Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:16:06.781Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor used, all required boolean flags set properly, results grounded in retrieved data, efficient 3-call plan, and complete accurate answer delivered.", "timestamp": "2026-10-08T04:16:06.750Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-08T04:16:06.708Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported 10 results retrieved, identified the cheapest home as 6700 E THOMAS Road #32, Scottsdale, AZ 85251 at $199,000, fully satisfying the task requirements.", "timestamp": "2026-10-08T04:16:06.653Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve results — no redundant or wasted calls.", "timestamp": "2026-10-08T04:16:06.595Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the dataset items and directly used the returned prices and addresses to identify the cheapest listing ($199,000 at 6700 E THOMAS Road #32); the grounded check confirms all numbers appear in Actor output.", "timestamp": "2026-10-08T04:16:06.556Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set zipCodes=['85251'], priceMax=800000, forSaleByAgent=true, forSaleByOwner=false, forRent=false, sold=false, and resultsLimit=10, satisfying all required fields and the task constraints; the requiredFlags and priceCap checks both PASS.", "timestamp": "2026-10-08T04:16:06.512Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-08T04:16:06.468Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:06:06.091Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-08T04:06:06.057Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 2 numbers found in Actor output", "timestamp": "2026-10-08T04:06:05.995Z", "metadata": {} }, "check.tenResults": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-08T04:06:05.963Z", "metadata": {} }, "check.priceCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): priceMax", "timestamp": "2026-10-08T04:06:05.923Z", "metadata": {} }, "check.requiredFlags": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-08T04:06:05.890Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:06:05.846Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/zillow-zip-search", "timestamp": "2026-10-08T04:06:05.812Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{1,3},\\d{3}/", "timestamp": "2026-10-08T04:06:05.777Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent correctly reported 10 results retrieved, identified the cheapest home as 6700 E THOMAS Road #32, Scottsdale, AZ 85251 at $199,000, fully satisfying the task requirements." }, { "scenarioId": "zillow-zip-search-discovery-scottsdale", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:05:55.724Z", "day": "2026-10-08", "traceId": "c597a1d547823cdd9316f4225eb5ff14", "observationId": "c3c094b4ec8486ec", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c597a1d547823cdd9316f4225eb5ff14?observation=c3c094b4ec8486ec", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "find", "title": "zillow-zip-search / find / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used timgreen/unlimited-zillow-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-08T04:16:06.872Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used timgreen/unlimited-zillow-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-08T04:16:06.783Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "timgreen/unlimited-zillow-scraper", "comment": "Actors the agent ran: timgreen/unlimited-zillow-scraper", "timestamp": "2026-10-08T04:16:06.748Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-08T04:16:06.712Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:16:06.643Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used timgreen/unlimited-zillow-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-08T04:16:06.597Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-08T04:16:06.520Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered 10 real addresses with prices all under $800,000 in ZIP 85251, but used the wrong actor (timgreen instead of maxcopell/zillow), so the rightActor and namedActor deterministic checks both FAIL, meaning the task was not completed as specified.", "timestamp": "2026-10-08T04:16:06.480Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran two parallel searches, fetched actor details, called the actor, polled once for completion, and retrieved results — a reasonably direct path with no unnecessary repetition.", "timestamp": "2026-10-08T04:16:06.442Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from the run and directly used the returned address and price fields to populate the final answer, with all 10 listings matching the dataset preview.", "timestamp": "2026-10-08T04:16:06.407Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly passed search_type='for_sale', zip_codes=['85251'], min_price=0, and max_price=800000, which are all valid and well-formed inputs matching the actor's schema.", "timestamp": "2026-10-08T04:16:06.362Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Zillow actors and selected timgreen/unlimited-zillow-scraper, which is a third-party actor rather than the intended maxcopell/zillow-zip-search; the rightActor check is FAIL per the deterministic facts.", "timestamp": "2026-10-08T04:16:06.322Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:07:17.453Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-08T04:07:17.408Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:07:17.359Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"maxcopell/zillow\"", "timestamp": "2026-10-08T04:07:17.266Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used timgreen/unlimited-zillow-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-08T04:07:17.177Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "timgreen/unlimited-zillow-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used timgreen/unlimited-zillow-scraper; expected ^maxcopell/zillow" }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:06:00.862Z", "day": "2026-10-08", "traceId": "4dd07ae4843b2284f3d1ec74839a5fe8", "observationId": "b42347f48b9e328f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4dd07ae4843b2284f3d1ec74839a5fe8?observation=b42347f48b9e328f", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 2 numbers not in Actor output: 203,334", "timestamp": "2026-10-08T04:16:04.910Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 2 numbers not in Actor output: 203,334", "timestamp": "2026-10-08T04:16:04.784Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-08T04:16:04.749Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:16:04.697Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 2 numbers not in Actor output: 203,334", "timestamp": "2026-10-08T04:16:04.651Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-08T04:16:04.609Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent provided follower count and an engagement interpretation, but the average likes figure (203,334) is mathematically incorrect based on the retrieved data (actual average is ~191,167), which is confirmed by the grounded FAIL deterministic check.", "timestamp": "2026-10-08T04:16:04.569Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran both actor calls in parallel, then fetched profile data and polled for posts completion simultaneously, which is an efficient approach.", "timestamp": "2026-10-08T04:16:04.476Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first run returned 0 items in the dataset initially but the agent correctly fetched the dataset and got 1 item; the posts run was still RUNNING and the agent correctly polled with get-actor-run before fetching results.", "timestamp": "2026-10-08T04:16:04.437Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved follower count (104,266,605) from the profile dataset and likes data from the posts dataset, but the computed average of 203,334 is flagged as grounded FAIL — the actual sum of the 27 retrieved likesCount values (121874+758792+159654+154696+184458+92392+51706+48007+222680+60063+43077+17425+112980+105420+20954+933190+334872+487468+115557+187295+173236+234381+51608+39102+695913+48929+35279) = 5,161,509 / 27 ≈ 191,167, not 203,334, indicating a calculation error.", "timestamp": "2026-10-08T04:16:04.402Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used correct inputs: resultsType='details' for profile and resultsType='posts' with resultsLimit=30 and the correct directUrls for @nasa.", "timestamp": "2026-10-08T04:16:04.350Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used apify/instagram-scraper for both profile details and recent posts, which is the intended actor for this task.", "timestamp": "2026-10-08T04:16:04.305Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:07:31.621Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-08T04:07:31.549Z", "metadata": {} }, "check.followers": { "value": 1, "stringValue": null, "comment": "PASS: followersCount within 2%", "timestamp": "2026-10-08T04:07:31.511Z", "metadata": {} }, "check.grounded": { "value": 0.5, "stringValue": null, "comment": "FAIL: 1 of 2 numbers not in Actor output: 203,334", "timestamp": "2026-10-08T04:07:31.459Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): directUrls[0]", "timestamp": "2026-10-08T04:07:31.414Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:07:31.379Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-10-08T04:07:31.345Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-10-08T04:07:31.252Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 2 numbers not in Actor output: 203,334" }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:06:02.408Z", "day": "2026-10-08", "traceId": "fe1ce71ee50cdeace336b1f05005eeac", "observationId": "44cd891f4d07ef7e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/fe1ce71ee50cdeace336b1f05005eeac?observation=44cd891f4d07ef7e", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-08T04:15:59.602Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-08T04:15:59.444Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/instagram-post-scraper", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-08T04:15:59.401Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-08T04:15:59.363Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:15:59.306Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-08T04:15:59.263Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-08T04:15:59.206Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent retrieved 3 posts from @nasa and reported the correct actor name and post count, but used apify/instagram-post-scraper instead of the expected apify/instagram-scraper, causing the rightActor and namedActor deterministic checks to fail.", "timestamp": "2026-10-08T04:15:59.165Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct path: search → fetch details → run actor → get items, with no redundant calls.", "timestamp": "2026-10-08T04:15:59.112Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and reported Posts: 3 based on the actual 3 items returned by get-dataset-items, not invented data.", "timestamp": "2026-10-08T04:15:59.076Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=['nasa'] and resultsLimit=3 to apify/instagram-post-scraper, which matches the actor's required input schema correctly.", "timestamp": "2026-10-08T04:15:59.038Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task, but selected apify/instagram-post-scraper instead of the intended apify/instagram-scraper, which is a discoverability/selection issue.", "timestamp": "2026-10-08T04:15:59.004Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:06:38.747Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-08T04:06:38.692Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:06:38.650Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-08T04:06:38.571Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-08T04:06:38.484Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/instagram-post-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper" }, { "scenarioId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:06:06.124Z", "day": "2026-10-08", "traceId": "3cc2f2adde8dbf9937866dab2f12298c", "observationId": "44fa6cc92ee2f999", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3cc2f2adde8dbf9937866dab2f12298c?observation=44fa6cc92ee2f999", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "use", "title": "instagram-reel / use / natgeo-skip-pinned", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check items: 10 items, expected at most 3", "timestamp": "2026-10-08T04:15:57.004Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check items: 10 items, expected at most 3", "timestamp": "2026-10-08T04:15:56.919Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-08T04:15:56.876Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-08T04:15:56.840Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check items: 10 items, expected at most 3", "timestamp": "2026-10-08T04:15:56.802Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-08T04:15:56.757Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 3 reels with captions, play counts, and durations grounded in real data, but the reels were not sorted by recency before reporting (the dataset returned them out of chronological order and the agent presented them without sorting by timestamp, though it labeled them by date), and the resultsLimit was set to 10 instead of 3 meaning pinned posts could have slipped through if not filtered server-side.", "timestamp": "2026-10-08T04:15:56.717Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used a logical 3-step flow (fetch schema, run actor, get items) without unnecessary repetition, though it fetched 10 items when only 3 were needed.", "timestamp": "2026-10-08T04:15:56.684Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 11 numbers in the final answer were found in the Actor output, so the agent used real retrieved data.", "timestamp": "2026-10-08T04:15:56.650Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent set username=['natgeo'] and skipPinnedPosts=true correctly, but set resultsLimit=10 instead of 3 as required by the task, causing the threeReels check to FAIL.", "timestamp": "2026-10-08T04:15:56.614Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-08T04:15:56.575Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:06:59.201Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: items", "timestamp": "2026-10-08T04:06:59.158Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 11 numbers found in Actor output", "timestamp": "2026-10-08T04:06:59.114Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 10 items, expected at most 3", "timestamp": "2026-10-08T04:06:59.030Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-08T04:06:58.994Z", "metadata": {} }, "check.threeReels": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/instagram-reel-scraper: resultsLimit = 10 (expected lte 3)", "timestamp": "2026-10-08T04:06:58.949Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-08T04:06:58.862Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:06:58.822Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-08T04:06:58.742Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "threeReels" ], "judgeComment": "FAIL: check items: 10 items, expected at most 3" }, { "scenarioId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:06:25.104Z", "day": "2026-10-08", "traceId": "6badbc9cd6a6eb9df3b40e9db249152e", "observationId": "5655034a73d05216", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6badbc9cd6a6eb9df3b40e9db249152e?observation=5655034a73d05216", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "find", "title": "instagram-reel / find / natgeo-reels-shares", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-08T04:15:55.049Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-08T04:15:54.960Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-reel-scraper", "timestamp": "2026-10-08T04:15:54.923Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-08T04:15:54.882Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-08T04:15:54.847Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The actor ran successfully with includeSharesCount=true (sharesFlag: PASS) and returned 3 dataset items, but the sharesCount field was absent from the output data. The agent's get-dataset-items call with fields='caption,videoPlayCount,sharesCount,timestamp' returned no sharesCount values, and the full dataset read also showed no sharesCount field in the 66 available fields list, indicating the Actor did not include the shares count in its output despite the flag being set.", "timestamp": "2026-10-08T04:15:54.810Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-08T04:15:54.771Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported captions and play counts correctly from real data, but could not provide share counts (reporting 'Not available in dataset') even though includeSharesCount=true was passed and the sharesFlag check passed, meaning the task requirement for share counts was not fulfilled.", "timestamp": "2026-10-08T04:15:54.731Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made an extra get-dataset-items call with fields projection and then another full fetch plus a file read to look for sharesCount, adding 2-3 extra steps beyond what was necessary, though this was a reasonable attempt to find the missing data.", "timestamp": "2026-10-08T04:15:54.689Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When sharesCount was absent from the projected fields result, the agent re-fetched the full dataset and read the persisted file to check for the field, then honestly reported it was not available rather than inventing values.", "timestamp": "2026-10-08T04:15:54.649Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual captions, play counts, and timestamps from the retrieved dataset items rather than inventing data, correctly reporting captions and videoPlayCount values from the tool results.", "timestamp": "2026-10-08T04:15:54.562Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with username=['natgeo'], resultsLimit=3, and includeSharesCount=true, which are all correct and well-formed inputs matching the schema; the sharesFlag deterministic check also passed.", "timestamp": "2026-10-08T04:15:54.527Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-reel-scraper, the official Apify Actor for Instagram Reels, confirmed by the deterministic check rightActor: PASS.", "timestamp": "2026-10-08T04:15:54.485Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:08:10.513Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-08T04:08:10.471Z", "metadata": {} }, "check.sharesFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeSharesCount", "timestamp": "2026-10-08T04:08:10.389Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:08:10.349Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-reel-scraper\"", "timestamp": "2026-10-08T04:08:10.298Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-08T04:08:10.212Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-usage-natgeo-about-section", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:06:25.386Z", "day": "2026-10-08", "traceId": "961b0d432942d23d857e1474a8e05b9f", "observationId": "9669ead3a181a511", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/961b0d432942d23d857e1474a8e05b9f?observation=9669ead3a181a511", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "use", "title": "instagram-profile / use / natgeo-about-section", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-08T04:15:52.131Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-08T04:15:52.054Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-08T04:15:52.015Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-08T04:15:51.940Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The includeAboutSection=true was passed correctly but the returned dataset item contained no country field, meaning the Actor either did not return the about section data or it requires a paid tier — the agent correctly identified this gap but could not fulfill the country requirement from the get-dataset-items output.", "timestamp": "2026-10-08T04:15:51.903Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-08T04:15:51.863Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported the bio's first sentence and business account status correctly from real data, but could not report the country because the data was not present in the scraped output (the aboutSection fields like country were not returned), leaving one of the three requested pieces of information unanswered.", "timestamp": "2026-10-08T04:15:51.829Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call (first with specific fields, then full data) to look for country info, which was reasonable given the country field was not in the first response.", "timestamp": "2026-10-08T04:15:51.789Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent reported the biography 'Step into wonder and find your inner explorer with National Geographic 🌎' and isBusinessAccount=true directly from the retrieved dataset items, not invented.", "timestamp": "2026-10-08T04:15:51.752Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-profile-scraper with usernames=['natgeo'] and includeAboutSection=true, which matches the required input schema.", "timestamp": "2026-10-08T04:15:51.713Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, get-dataset-items, and Read — all appropriate tools for the task.", "timestamp": "2026-10-08T04:15:51.672Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:07:41.339Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-08T04:07:41.304Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-08T04:07:41.271Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-08T04:07:41.227Z", "metadata": {} }, "check.aboutSection": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeAboutSection", "timestamp": "2026-10-08T04:07:41.181Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): usernames[0]", "timestamp": "2026-10-08T04:07:41.145Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:07:41.071Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-08T04:07:40.924Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-discovery-natgeo-verified", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:06:38.784Z", "day": "2026-10-08", "traceId": "f667f94ad247152f730f26aec25536c6", "observationId": "e0dbb45fb3ad6915", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f667f94ad247152f730f26aec25536c6?observation=e0dbb45fb3ad6915", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "find", "title": "instagram-profile / find / natgeo-verified", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer correctly reports @natgeo is verified, provides the exact bio text from retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line.", "timestamp": "2026-10-08T04:15:49.284Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer correctly reports @natgeo is verified, provides the exact bio text from retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line.", "timestamp": "2026-10-08T04:15:49.240Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-profile-scraper", "timestamp": "2026-10-08T04:15:49.193Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-08T04:15:49.139Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:15:49.098Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent found the correct Actor, used proper inputs, retrieved real data, and delivered a complete accurate answer.", "timestamp": "2026-10-08T04:15:49.053Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-08T04:15:49.015Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer correctly reports @natgeo is verified, provides the exact bio text from retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line.", "timestamp": "2026-10-08T04:15:48.977Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search, fetch details, call actor, get dataset items) in a logical sequence with no redundant steps.", "timestamp": "2026-10-08T04:15:48.942Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the retrieved data: verified=true and biography='Step into wonder and find your inner explorer with National Geographic 🌎' from the dataset items, not invented.", "timestamp": "2026-10-08T04:15:48.898Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed {\"usernames\": [\"natgeo\"]} to the Actor, which matches the required input schema (usernames array), and then fetched only the relevant fields (verified, biography, fullName) from the dataset.", "timestamp": "2026-10-08T04:15:48.865Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-profile-scraper, the appropriate Actor for fetching Instagram profile information including verification status and bio.", "timestamp": "2026-10-08T04:15:48.806Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:07:31.445Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-08T04:07:31.397Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:07:31.286Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-profile-scraper\"", "timestamp": "2026-10-08T04:07:31.247Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-08T04:07:31.174Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer correctly reports @natgeo is verified, provides the exact bio text from retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line." }, { "scenarioId": "instagram-post-scraper-usage-natgeo-three-posts", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:06:59.239Z", "day": "2026-10-08", "traceId": "05098fa345e93f7f98f01fb0c77de634", "observationId": "2bb76f9fff0df02d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/05098fa345e93f7f98f01fb0c77de634?observation=2bb76f9fff0df02d", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "use", "title": "instagram-post / use / natgeo-three-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence of each caption and the like count for all 3 posts from @natgeo with pinned posts skipped, fully satisfying the task requirements with grounded data.", "timestamp": "2026-10-08T04:15:46.229Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence of each caption and the like count for all 3 posts from @natgeo with pinned posts skipped, fully satisfying the task requirements with grounded data.", "timestamp": "2026-10-08T04:15:46.190Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-08T04:15:46.146Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:15:46.111Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, provided proper inputs, retrieved real data, and reported accurate captions and like counts.", "timestamp": "2026-10-08T04:15:46.063Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-08T04:15:46.023Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence of each caption and the like count for all 3 posts from @natgeo with pinned posts skipped, fully satisfying the task requirements with grounded data.", "timestamp": "2026-10-08T04:15:45.985Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls in a logical sequence: fetch details, call actor, poll for completion, retrieve items — no redundant steps.", "timestamp": "2026-10-08T04:15:45.950Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 5 numbers (like counts) appear in the Actor output, and the captions match the dataset items returned by get-dataset-items.", "timestamp": "2026-10-08T04:15:45.914Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=[\"natgeo\"], resultsLimit=3, skipPinnedPosts=true, and dataDetailLevel=\"detailedData\" — all correct and well-formed inputs matching the schema requirements.", "timestamp": "2026-10-08T04:15:45.863Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running apify/instagram-post-scraper and retrieving results.", "timestamp": "2026-10-08T04:15:45.817Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:08:13.657Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-08T04:08:13.622Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 5 numbers found in Actor output", "timestamp": "2026-10-08T04:08:13.586Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-08T04:08:13.550Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-08T04:08:13.511Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-08T04:08:13.470Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-08T04:08:13.435Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:08:13.395Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-08T04:08:13.362Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence of each caption and the like count for all 3 posts from @natgeo with pinned posts skipped, fully satisfying the task requirements with grounded data." }, { "scenarioId": "instagram-post-scraper-discovery-natgeo-latest-post", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:07:17.502Z", "day": "2026-10-08", "traceId": "3d67a89608fc6fd826bc9426e49d1795", "observationId": "afa60284d9e9e0bb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3d67a89608fc6fd826bc9426e49d1795?observation=afa60284d9e9e0bb", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "find", "title": "instagram-post / find / natgeo-latest-post", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence of the caption ('Presented by @Rolex.') and the comment count (543), and ended with 'Actor: apify/instagram-post-scraper' as required.", "timestamp": "2026-10-08T04:15:41.774Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence of the caption ('Presented by @Rolex.') and the comment count (543), and ended with 'Actor: apify/instagram-post-scraper' as required.", "timestamp": "2026-10-08T04:15:41.739Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-08T04:15:41.693Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-08T04:15:41.656Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:15:41.618Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered, ran, and reported results from apify/instagram-post-scraper.", "timestamp": "2026-10-08T04:15:41.583Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-08T04:15:41.542Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence of the caption ('Presented by @Rolex.') and the comment count (543), and ended with 'Actor: apify/instagram-post-scraper' as required.", "timestamp": "2026-10-08T04:15:41.506Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: search, fetch details, run actor, get dataset items — no redundant calls.", "timestamp": "2026-10-08T04:15:41.476Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the caption and commentsCount (543) from the dataset and reported them directly in the final answer.", "timestamp": "2026-10-08T04:15:41.437Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-post-scraper with username=['natgeo'] and resultsLimit=1, which correctly targets the right profile with a 1-post cap.", "timestamp": "2026-10-08T04:15:41.394Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for discovering and running the Instagram Post Scraper.", "timestamp": "2026-10-08T04:15:41.353Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:08:18.720Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-08T04:08:18.680Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:08:18.649Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-post-scraper\"", "timestamp": "2026-10-08T04:08:18.607Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-08T04:08:18.570Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence of the caption ('Presented by @Rolex.') and the comment count (543), and ended with 'Actor: apify/instagram-post-scraper' as required." }, { "scenarioId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:07:31.502Z", "day": "2026-10-08", "traceId": "007c661cbf7cf17d314fb91c3eba0761", "observationId": "0fcaeaee01edc469", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/007c661cbf7cf17d314fb91c3eba0761?observation=0fcaeaee01edc469", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "use", "title": "instagram-hashtag / use / nasa-keyword-reels", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 5 reels with first sentences of captions and like counts, all grounded in retrieved data, fulfilling the task completely.", "timestamp": "2026-10-08T04:15:40.140Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 5 reels with first sentences of captions and like counts, all grounded in retrieved data, fulfilling the task completely.", "timestamp": "2026-10-08T04:15:40.105Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-08T04:15:40.067Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:15:40.031Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor used, correct inputs provided, results properly utilized, efficient plan, and task fully completed with grounded data.", "timestamp": "2026-10-08T04:15:39.974Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-08T04:15:39.940Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 5 reels with first sentences of captions and like counts, all grounded in retrieved data, fulfilling the task completely.", "timestamp": "2026-10-08T04:15:39.902Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls: fetch schema, run actor, fetch results — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-08T04:15:39.866Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 12 numbers in the final answer were found in the Actor output, and captions match the dataset items returned by get-dataset-items.", "timestamp": "2026-10-08T04:15:39.828Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with hashtags=['nasa'], keywordSearch=true, resultsType='reels', resultsLimit=5, all matching the required input schema and task requirements.", "timestamp": "2026-10-08T04:15:39.793Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-08T04:15:39.753Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:08:19.379Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-08T04:08:19.343Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 12 numbers found in Actor output", "timestamp": "2026-10-08T04:08:19.302Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-08T04:08:19.266Z", "metadata": {} }, "check.fiveResults": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-08T04:08:19.215Z", "metadata": {} }, "check.reelsType": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsType", "timestamp": "2026-10-08T04:08:19.178Z", "metadata": {} }, "check.keywordMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): keywordSearch", "timestamp": "2026-10-08T04:08:19.133Z", "metadata": {} }, "check.keywordInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): hashtags[0]", "timestamp": "2026-10-08T04:08:19.101Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:08:19.064Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-10-08T04:08:19.020Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 5 reels with first sentences of captions and like counts, all grounded in retrieved data, fulfilling the task completely." }, { "scenarioId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:07:31.664Z", "day": "2026-10-08", "traceId": "c4cd6af8ff6a4c618cb2836e409d7666", "observationId": "b38cdb070b0a1992", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c4cd6af8ff6a4c618cb2836e409d7666?observation=b38cdb070b0a1992", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "find", "title": "instagram-hashtag / find / nasa-hashtag", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 5 Instagram posts tagged #nasa with real usernames and accurate post summaries drawn from retrieved data, and ended with exactly 'Actor: apify/instagram-hashtag-scraper' as required.", "timestamp": "2026-10-08T04:15:38.080Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 5 Instagram posts tagged #nasa with real usernames and accurate post summaries drawn from retrieved data, and ended with exactly 'Actor: apify/instagram-hashtag-scraper' as required.", "timestamp": "2026-10-08T04:15:38.038Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-hashtag-scraper", "timestamp": "2026-10-08T04:15:37.998Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-08T04:15:37.958Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:15:37.921Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent found the correct actor, used proper inputs, retrieved real data, handled the lag gracefully, and delivered a complete answer.", "timestamp": "2026-10-08T04:15:37.886Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-08T04:15:37.855Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 5 Instagram posts tagged #nasa with real usernames and accurate post summaries drawn from retrieved data, and ended with exactly 'Actor: apify/instagram-hashtag-scraper' as required.", "timestamp": "2026-10-08T04:15:37.816Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search-actors calls (one specific, one broader) before fetching actor details and running the actor; the second search was somewhat redundant but led directly to the correct actor, and the overall path was reasonably efficient.", "timestamp": "2026-10-08T04:15:37.773Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The initial run result showed itemCount:0 with a note that counts can lag, and the agent correctly followed the nextStep instruction to fetch dataset items, which returned 5 results.", "timestamp": "2026-10-08T04:15:37.735Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent's final answer directly reflects the 5 dataset items returned (ownerUsername, ownerFullName, caption fields), accurately summarizing each post's content from the retrieved data.", "timestamp": "2026-10-08T04:15:37.699Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with {\"hashtags\":[\"nasa\"],\"resultsLimit\":5}, which correctly uses the required 'hashtags' array field and a sensible results limit matching the task requirement.", "timestamp": "2026-10-08T04:15:37.649Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-hashtag-scraper, the intended actor for scraping Instagram posts by hashtag, confirmed by the deterministic PASS on rightActor.", "timestamp": "2026-10-08T04:15:37.607Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:08:28.388Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-08T04:08:28.345Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:08:28.303Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-hashtag-scraper\"", "timestamp": "2026-10-08T04:08:28.199Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-10-08T04:08:28.119Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 5 Instagram posts tagged #nasa with real usernames and accurate post summaries drawn from retrieved data, and ended with exactly 'Actor: apify/instagram-hashtag-scraper' as required." }, { "scenarioId": "facebook-posts-scraper-usage-nasa-engagement", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:07:41.382Z", "day": "2026-10-08", "traceId": "642ac3aa72219f2934aa60450b57c648", "observationId": "33b9d66782a9cc83", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/642ac3aa72219f2934aa60450b57c648?observation=33b9d66782a9cc83", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "use", "title": "facebook-posts / use / nasa-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence and reactions count for all 5 posts, including a note for the post with empty text, fully fulfilling the task with grounded data.", "timestamp": "2026-10-08T04:15:33.047Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence and reactions count for all 5 posts, including a note for the post with empty text, fully fulfilling the task with grounded data.", "timestamp": "2026-10-08T04:15:33.009Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-08T04:15:32.956Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:15:32.917Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected tools, formed valid inputs, utilized real retrieved data, and delivered a complete answer.", "timestamp": "2026-10-08T04:15:32.870Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-08T04:15:32.835Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence and reactions count for all 5 posts, including a note for the post with empty text, fully fulfilling the task with grounded data.", "timestamp": "2026-10-08T04:15:32.761Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve results — no redundant steps.", "timestamp": "2026-10-08T04:15:32.723Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly reported the text and topReactionsCount fields from the actual scraped data, confirmed by the grounded check passing.", "timestamp": "2026-10-08T04:15:32.678Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed startUrls with the NASA Facebook URL and resultsLimit:5, matching the schema requirements exactly.", "timestamp": "2026-10-08T04:15:32.640Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-08T04:15:32.582Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:08:17.115Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-08T04:08:17.076Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-10-08T04:08:17.041Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-08T04:08:16.990Z", "metadata": {} }, "check.fivePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-08T04:08:16.959Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-08T04:08:16.920Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:08:16.883Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-08T04:08:16.838Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{2,}/", "timestamp": "2026-10-08T04:08:16.798Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence and reactions count for all 5 posts, including a note for the post with empty text, fully fulfilling the task with grounded data." }, { "scenarioId": "facebook-posts-scraper-discovery-nasa-page", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:08:10.545Z", "day": "2026-10-08", "traceId": "f1de5795a7ebc325e45861640449a68f", "observationId": "fffcc278c4db919f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f1de5795a7ebc325e45861640449a68f?observation=fffcc278c4db919f", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "find", "title": "facebook-posts / find / nasa-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents all 5 posts with their text and reaction counts (likes field used as reaction count), grounded in retrieved data, and ends with 'Actor: apify/facebook-posts-scraper' as required. However, the agent reported 'topReactionsCount' (5, 7, 7, 7, 6) as 'reaction types' rather than total reaction count, and used 'likes' as the engagement metric — the task asked for 'reaction count' which is somewhat ambiguous but the likes field is a reasonable proxy.", "timestamp": "2026-10-08T04:15:36.467Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents all 5 posts with their text and reaction counts (likes field used as reaction count), grounded in retrieved data, and ends with 'Actor: apify/facebook-posts-scraper' as required. However, the agent reported 'topReactionsCount' (5, 7, 7, 7, 6) as 'reaction types' rather than total reaction count, and used 'likes' as the engagement metric — the task asked for 'reaction count' which is somewhat ambiguous but the likes field is a reasonable proxy.", "timestamp": "2026-10-08T04:15:36.434Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/facebook-posts-scraper", "timestamp": "2026-10-08T04:15:36.385Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-08T04:15:36.340Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:15:36.299Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The actor returns both 'likes' and 'topReactionsCount' fields, but 'topReactionsCount' appears to be the count of reaction types (5-7), not total reactions. The agent labeled it as 'reaction types' which is confusing. A clearer field for total reaction count (sum of all reaction type counts) would help agents and users report the correct metric for 'reaction count' as requested in the task.", "timestamp": "2026-10-08T04:15:36.260Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-08T04:15:36.222Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents all 5 posts with their text and reaction counts (likes field used as reaction count), grounded in retrieved data, and ends with 'Actor: apify/facebook-posts-scraper' as required. However, the agent reported 'topReactionsCount' (5, 7, 7, 7, 6) as 'reaction types' rather than total reaction count, and used 'likes' as the engagement metric — the task asked for 'reaction count' which is somewhat ambiguous but the likes field is a reasonable proxy.", "timestamp": "2026-10-08T04:15:36.186Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls: search, fetch-details, call-actor, get-dataset — a minimal and direct path to completing the task.", "timestamp": "2026-10-08T04:15:36.142Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 5 dataset items and directly reported the text and likes/reaction counts from those items in the final answer, matching the dataset preview data.", "timestamp": "2026-10-08T04:15:36.104Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with startUrls containing the NASA Facebook URL and resultsLimit:5, which matches the actor's input schema requirements exactly.", "timestamp": "2026-10-08T04:15:36.063Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for 'Facebook posts' actors, found apify/facebook-posts-scraper (the intended subject), fetched its details, ran it, and retrieved dataset items — all appropriate tools for the task.", "timestamp": "2026-10-08T04:15:36.025Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:08:54.486Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-08T04:08:54.449Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:08:54.405Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-posts-scraper\"", "timestamp": "2026-10-08T04:08:54.330Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-08T04:08:54.243Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents all 5 posts with their text and reaction counts (likes field used as reaction count), grounded in retrieved data, and ends with 'Actor: apify/facebook-posts-scraper' as required. However, the agent reported 'topReactionsCount' (5, 7, 7, 7, 6) as 'reaction types' rather than total reaction count, and used 'likes' as the engagement metric — the task asked for 'reaction count' which is somewhat ambiguous but the likes field is a reasonable proxy." }, { "scenarioId": "facebook-groups-scraper-usage-recent-activity", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:08:13.691Z", "day": "2026-10-08", "traceId": "1d61482b5d8c95d4fe16b77d544585ef", "observationId": "0babf389aac6fa54", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1d61482b5d8c95d4fe16b77d544585ef?observation=0babf389aac6fa54", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "use", "title": "facebook-groups / use / recent-activity", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 4 of 13 numbers not in Actor output: 11, 360, 300, 5", "timestamp": "2026-10-08T04:15:30.418Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 4 of 13 numbers not in Actor output: 11, 360, 300, 5", "timestamp": "2026-10-08T04:15:30.340Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-08T04:15:30.286Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:15:30.251Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 4 of 13 numbers not in Actor output: 11, 360, 300, 5", "timestamp": "2026-10-08T04:15:30.212Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-08T04:15:30.168Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported post text and comment counts, but invented approximate member counts ('360+', '300+') not present in the dataset, and the grounded check confirms 4 numbers were fabricated; additionally the third post's member names (Farhanali Channa, Rivera Arnold Jr., Nabil Bendris) were not visible in the tool result preview, suggesting possible invention.", "timestamp": "2026-10-08T04:15:30.127Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, call actor, get dataset items — no redundant calls.", "timestamp": "2026-10-08T04:15:30.096Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent used the actual post text from the dataset (the 'Let's welcome our new members!' posts with real member names), and correctly reported commentsCount=0 for all posts; however, the grounded check FAIL indicates 4 numbers (11, 360, 300, 5) were not in Actor output — the agent invented approximate member counts like '360+' and '300+' which were not in the retrieved data.", "timestamp": "2026-10-08T04:15:30.039Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed startUrls with the correct group URL, resultsLimit=3, and viewOption='RECENT_ACTIVITY', all matching the schema requirements.", "timestamp": "2026-10-08T04:15:30.001Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-08T04:15:29.960Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:08:56.876Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-08T04:08:56.833Z", "metadata": {} }, "check.grounded": { "value": 0.692, "stringValue": null, "comment": "FAIL: 4 of 13 numbers not in Actor output: 11, 360, 300, 5", "timestamp": "2026-10-08T04:08:56.792Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-08T04:08:56.753Z", "metadata": {} }, "check.sortOrder": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): viewOption", "timestamp": "2026-10-08T04:08:56.713Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-08T04:08:56.677Z", "metadata": {} }, "check.groupUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-08T04:08:56.639Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:08:56.606Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-10-08T04:08:56.562Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 4 of 13 numbers not in Actor output: 11, 360, 300, 5" }, { "scenarioId": "facebook-groups-scraper-discovery-public-group-posts", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:08:17.147Z", "day": "2026-10-08", "traceId": "2d9f91a39e6d64b37eb6079a6b27f717", "observationId": "1644cd0aea0bcfed", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2d9f91a39e6d64b37eb6079a6b27f717?observation=1644cd0aea0bcfed", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "find", "title": "facebook-groups / find / public-group-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 3 posts from the group with accurate descriptions drawn from real retrieved data, and correctly ended with 'Actor: apify/facebook-groups-scraper'.", "timestamp": "2026-10-08T04:15:27.546Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 3 posts from the group with accurate descriptions drawn from real retrieved data, and correctly ended with 'Actor: apify/facebook-groups-scraper'.", "timestamp": "2026-10-08T04:15:27.509Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/facebook-groups-scraper", "timestamp": "2026-10-08T04:15:27.465Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-08T04:15:27.421Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:15:27.387Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent found the correct actor, used proper inputs, utilized real data, and delivered a complete answer.", "timestamp": "2026-10-08T04:15:27.348Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-08T04:15:27.315Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 3 posts from the group with accurate descriptions drawn from real retrieved data, and correctly ended with 'Actor: apify/facebook-groups-scraper'.", "timestamp": "2026-10-08T04:15:27.274Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search calls (first for 'Facebook group posts', then for 'Facebook'), which was slightly redundant, but quickly found the right actor and completed the task in 4 tool calls total.", "timestamp": "2026-10-08T04:15:27.236Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and used the actual post text and timestamps from the tool results to describe the posts, correctly identifying them as welcome posts listing new members by 'AllMath'.", "timestamp": "2026-10-08T04:15:27.196Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/facebook-groups-scraper with the correct group URL, resultsLimit:3, and viewOption:'RECENT_ACTIVITY', which are all appropriate inputs for the task.", "timestamp": "2026-10-08T04:15:27.160Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for Facebook group scrapers and correctly identified and used apify/facebook-groups-scraper, the intended actor.", "timestamp": "2026-10-08T04:15:27.112Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:09:05.440Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-08T04:09:05.399Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:09:05.363Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-groups-scraper\"", "timestamp": "2026-10-08T04:09:05.289Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-10-08T04:09:05.188Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 3 posts from the group with accurate descriptions drawn from real retrieved data, and correctly ended with 'Actor: apify/facebook-groups-scraper'." }, { "scenarioId": "facebook-ads-scraper-usage-nike-last-30-days", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:08:18.752Z", "day": "2026-10-08", "traceId": "12363533eec58a146ddb0d22e537c4cc", "observationId": "7d5499c5f6860a5d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/12363533eec58a146ddb0d22e537c4cc?observation=7d5499c5f6860a5d", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "use", "title": "facebook-ads / use / nike-last-30-days", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-08T04:15:23.704Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-08T04:15:23.626Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-08T04:15:23.591Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-08T04:15:23.549Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The get-dataset-items tool result clearly states 'itemCount':20 and 'Fetched all 20 items.' yet the agent reported '10 ads retrieved' in its final answer — this is a reasoning/model error where the agent confused the intermediate run status (which showed 10 items at that point) with the final count, despite having the correct 20-item result in front of it.", "timestamp": "2026-10-08T04:15:23.517Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-08T04:15:23.480Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported '10 ads' retrieved but the facts confirm 20 dataset items were returned; the agent incorrectly stated 10 ads despite the dataset showing 20 items and the tool result explicitly saying 'Fetched all 20 items.' This is a factual error in the final answer.", "timestamp": "2026-10-08T04:15:23.444Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 5 tool calls: fetch-actor-details, call-actor, get-actor-run (to poll completion), and two get-dataset-items calls (second to find reach data after first showed nulls) — reasonably efficient with only one extra call needed.", "timestamp": "2026-10-08T04:15:23.407Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first dataset fetch showed null reach/spend fields, the agent made a second fetch with different fields (ad_details.aaa_info.eu_total_reach) and successfully found reach data for some ads.", "timestamp": "2026-10-08T04:15:23.368Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used actual dataset items from the tool results, citing real ad body text 'Get the gear that's up for it all. Any time. Anywhere.' and EU total reach of 7,808,877 which appear verbatim in the tool result preview.", "timestamp": "2026-10-08T04:15:23.328Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with startUrls set to the Nike Facebook page URL, resultsLimit=20, isDetailsPerAd=true, and onlyAdsNewerThan='30 days' — all correct inputs matching the task requirements.", "timestamp": "2026-10-08T04:15:23.293Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/facebook-ads-scraper, fetched actor details first, then called the actor and retrieved dataset items — all appropriate tools for the task.", "timestamp": "2026-10-08T04:15:23.254Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:09:56.758Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-08T04:09:56.688Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 2 numbers found in Actor output", "timestamp": "2026-10-08T04:09:56.649Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-08T04:09:56.610Z", "metadata": {} }, "check.detailsFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): isDetailsPerAd", "timestamp": "2026-10-08T04:09:56.535Z", "metadata": {} }, "check.twentyAds": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-08T04:09:56.461Z", "metadata": {} }, "check.dateRange": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): onlyAdsNewerThan", "timestamp": "2026-10-08T04:09:56.425Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-08T04:09:56.394Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:09:56.323Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-ads-scraper", "timestamp": "2026-10-08T04:09:56.201Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-08T04:09:56.093Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "facebook-ads-scraper-discovery-nike-ad-library", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:08:19.424Z", "day": "2026-10-08", "traceId": "6d1874152e95e7c2a2c27fc2c9dfc48b", "observationId": "c5264448a2fa6c5e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6d1874152e95e7c2a2c27fc2c9dfc48b?observation=c5264448a2fa6c5e", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "find", "title": "facebook-ads / find / nike-ad-library", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-08T04:15:23.632Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-08T04:15:23.551Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "hyperbach/meta-ads-library-scraper", "comment": "Actors the agent ran: hyperbach/meta-ads-library-scraper", "timestamp": "2026-10-08T04:15:23.519Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-08T04:15:23.479Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:15:23.446Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-08T04:15:23.410Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-08T04:15:23.367Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task asked to look up ads for 'facebook.com/nike' specifically, but the agent used a name search for 'Nike' which returned results from Vaypol, Nike, and Walmart advertisers. The agent reported 10 active Nike ads (correct count from dataset) and provided a real body text example, but did not use the facebook.com/nike URL as instructed, and the wrong actor was used (FAIL per deterministic check).", "timestamp": "2026-10-08T04:15:23.326Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent did two fetch-actor-details calls (one for adside and one for hyperbach) before deciding, which added a small overhead, but the overall path was reasonably direct with 5 tool calls total.", "timestamp": "2026-10-08T04:15:23.289Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and correctly identified Nike ads with body_text 'Work without compromise in the Nike Hybrid RN.' from the actual dataset results, not invented.", "timestamp": "2026-10-08T04:15:23.196Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent used advertiserNames=['Nike'] and activeStatus='active' which are valid inputs, but the task specifically asked to look up ads for 'facebook.com/nike' (a page URL), and the agent used a name search instead of a startUrls or advertiserIds approach. Also, maxAdsPerTarget is not a valid field for this actor (the correct field would be something else), yet the run still succeeded with 30 items.", "timestamp": "2026-10-08T04:15:23.156Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Meta Ad Library actors and selected hyperbach/meta-ads-library-scraper, which is a functional actor for the task, though the intended actor was apify/facebook-ads-scraper. The rightActor check is FAIL per the deterministic facts.", "timestamp": "2026-10-08T04:15:23.101Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:09:24.617Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-08T04:09:24.573Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:09:24.463Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-ads-scraper\"", "timestamp": "2026-10-08T04:09:24.373Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-08T04:09:24.204Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "hyperbach/meta-ads-library-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper" }, { "scenarioId": "tripadvisor-usage-rome-restaurants", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:08:28.420Z", "day": "2026-10-08", "traceId": "1323170bc427bd943e98fbd38a6a2ae1", "observationId": "8bd977821d131c3b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1323170bc427bd943e98fbd38a6a2ae1?observation=8bd977821d131c3b", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "use", "title": "tripadvisor / use / rome-restaurants", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 10 restaurants with cuisine type, price range, and rating, reported the count (10), and named the top restaurant (Come 'na Vorta Pasta E Vino - Rufina) with its rating (4.9), fully satisfying the task.", "timestamp": "2026-10-08T04:15:18.788Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 10 restaurants with cuisine type, price range, and rating, reported the count (10), and named the top restaurant (Come 'na Vorta Pasta E Vino - Rufina) with its rating (4.9), fully satisfying the task.", "timestamp": "2026-10-08T04:15:18.753Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-08T04:15:18.704Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:15:18.667Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, provided correct inputs, utilized retrieved data accurately, and delivered a complete answer with all requested information.", "timestamp": "2026-10-08T04:15:18.626Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-08T04:15:18.593Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 restaurants with cuisine type, price range, and rating, reported the count (10), and named the top restaurant (Come 'na Vorta Pasta E Vino - Rufina) with its rating (4.9), fully satisfying the task.", "timestamp": "2026-10-08T04:15:18.555Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used a logical sequence: fetch schema, call actor, poll for completion (twice due to run time), then fetch dataset items — no redundant or wasted calls.", "timestamp": "2026-10-08T04:15:18.520Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items with name, rating, priceLevel, and cuisines fields and directly reported those values in the final answer table, matching the tool result preview exactly.", "timestamp": "2026-10-08T04:15:18.485Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with query='Rome', maxItemsPerQuery=10, includeRestaurants=true, includeHotels=false, includeAttractions=false, which correctly targets restaurants in Rome with a cap of 10.", "timestamp": "2026-10-08T04:15:18.444Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the maxcopell/tripadvisor actor and retrieving results.", "timestamp": "2026-10-08T04:15:18.392Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:10:54.176Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-08T04:10:54.133Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-08T04:10:54.093Z", "metadata": {} }, "check.ratingField": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-08T04:10:54.052Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-08T04:10:54.014Z", "metadata": {} }, "check.restaurantsMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeRestaurants", "timestamp": "2026-10-08T04:10:53.980Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:10:53.946Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-08T04:10:53.906Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[3-5]\\.\\d\\b/", "timestamp": "2026-10-08T04:10:53.868Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved 10 restaurants with cuisine type, price range, and rating, reported the count (10), and named the top restaurant (Come 'na Vorta Pasta E Vino - Rufina) with its rating (4.9), fully satisfying the task." }, { "scenarioId": "tripadvisor-discovery-barcelona-attractions", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:08:54.521Z", "day": "2026-10-08", "traceId": "89e3d1bb8f83e9951850ec3cd73e0881", "observationId": "98928478ccd38778", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/89e3d1bb8f83e9951850ec3cd73e0881?observation=98928478ccd38778", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "find", "title": "tripadvisor / find / barcelona-attractions", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check namedActor: answer does not match /maxcopell/tripadvisor(?!-)/", "timestamp": "2026-10-08T04:15:18.403Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check namedActor: answer does not match /maxcopell/tripadvisor(?!-)/", "timestamp": "2026-10-08T04:15:18.319Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: vulnv/tripadvisor-attractions-scraper, zinin/tripadvisor-scraper, maxcopell/tripadvisor", "timestamp": "2026-10-08T04:15:18.269Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-08T04:15:18.233Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:15:18.193Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check namedActor: answer does not match /maxcopell/tripadvisor(?!-)/", "timestamp": "2026-10-08T04:15:18.155Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "17 tool calls valid", "timestamp": "2026-10-08T04:15:18.116Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns without producing a comparison of top 10 Barcelona attractions by rating and review count, and the final answer was just a statement about needing a different actor; the namedActor check also FAILed as the answer didn't include 'maxcopell/tripadvisor'.", "timestamp": "2026-10-08T04:15:18.072Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 actor runs (exceeding the 3-run limit) and spent multiple polling calls waiting for maxcopell/tripadvisor, then discovered the results were all hotels rather than attractions, indicating inefficient actor selection and excessive runs.", "timestamp": "2026-10-08T04:15:18.036Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When vulnv returned 0 items, the agent tried zinin; when zinin was blocked (HTTP 403), the agent searched for more actors and found maxcopell/tripadvisor; when maxcopell returned only hotels, the agent was pivoting to romy/tripadvisor-attractions-scraper but ran out of turns.", "timestamp": "2026-10-08T04:15:17.998Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from the maxcopell/tripadvisor run and correctly identified that all 30 results were hotels (category='hotel'), not attractions, and was attempting to find a better actor when it ran out of turns.", "timestamp": "2026-10-08T04:15:17.959Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call to vulnv/tripadvisor-attractions-scraper failed with 'must be object' validation error because start_urls was passed as an array of strings instead of objects; the agent corrected this on the second call. The maxcopell/tripadvisor call used query='Barcelona' with includeAttractions:true which was valid.", "timestamp": "2026-10-08T04:15:17.875Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent eventually found and used maxcopell/tripadvisor (the correct actor per facts), but also wasted runs on vulnv/tripadvisor-attractions-scraper (0 results) and zinin/tripadvisor-scraper (blocked), resulting in 4 runs when at most 3 were expected.", "timestamp": "2026-10-08T04:15:17.782Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:13:26.518Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor", "timestamp": "2026-10-08T04:13:26.480Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-10-08T04:13:26.397Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /maxcopell/tripadvisor(?!-)/", "timestamp": "2026-10-08T04:13:26.355Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-08T04:13:26.272Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk", "namedActor" ], "judgeComment": "FAIL: check namedActor: answer does not match /maxcopell/tripadvisor(?!-)/" }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:08:56.915Z", "day": "2026-10-08", "traceId": "1d6d9b551a6b5f8313ef9e29b7e7e97c", "observationId": "71070fc2c68d7499", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1d6d9b551a6b5f8313ef9e29b7e7e97c?observation=71070fc2c68d7499", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the AI Mode answer text accurately from retrieved data and stated 13 sources cited, though the sources list was not fully visible in the preview — the count of 13 may not be precisely verifiable from the truncated preview, but the agent did retrieve and report both the answer text and a source count as requested.", "timestamp": "2026-10-08T04:15:10.968Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the AI Mode answer text accurately from retrieved data and stated 13 sources cited, though the sources list was not fully visible in the preview — the count of 13 may not be precisely verifiable from the truncated preview, but the agent did retrieve and report both the answer text and a source count as requested.", "timestamp": "2026-10-08T04:15:10.923Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-08T04:15:10.875Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:15:10.840Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right Actor, configured inputs correctly (aiModeOn, query, country, pages all PASS), retrieved and reported the AI Mode answer text and source count from actual dataset items.", "timestamp": "2026-10-08T04:15:10.807Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-08T04:15:10.720Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the AI Mode answer text accurately from retrieved data and stated 13 sources cited, though the sources list was not fully visible in the preview — the count of 13 may not be precisely verifiable from the truncated preview, but the agent did retrieve and report both the answer text and a source count as requested.", "timestamp": "2026-10-08T04:15:10.680Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call (first with fields projection, then without) to get the full data including sources, which was a reasonable two-step approach rather than pointless repetition.", "timestamp": "2026-10-08T04:15:10.650Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the aiModeResult.text from the dataset items retrieved via get-dataset-items, and the answer text in the final response matches the preview shown in the tool result.", "timestamp": "2026-10-08T04:15:10.609Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set queries='best crm for small business', maxPagesPerQuery=1, countryCode='gb', and aiModeSearch.enableAiMode=true — all confirmed correct by the deterministic checks (aiModeOn, query, country, pages all PASS).", "timestamp": "2026-10-08T04:15:10.564Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with apify/google-search-scraper, get-actor-run to poll completion, and get-dataset-items to retrieve results — all appropriate tools for the task.", "timestamp": "2026-10-08T04:15:10.516Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:10:17.911Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-08T04:10:17.879Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-08T04:10:17.840Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-08T04:10:17.806Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-10-08T04:10:17.758Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-08T04:10:17.723Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-10-08T04:10:17.684Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:10:17.646Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-08T04:10:17.607Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the AI Mode answer text accurately from retrieved data and stated 13 sources cited, though the sources list was not fully visible in the preview — the count of 13 may not be precisely verifiable from the truncated preview, but the agent did retrieve and report both the answer text and a source count as requested." }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:09:05.471Z", "day": "2026-10-08", "traceId": "7347cf8dc770e2aafd76e692b6e03b19", "observationId": "54f7bfc6e13e8a67", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7347cf8dc770e2aafd76e692b6e03b19?observation=54f7bfc6e13e8a67", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported 8 organic results and the top 3 domains with titles, all grounded in the retrieved dataset, fulfilling the task requirements.", "timestamp": "2026-10-08T04:15:08.720Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported 8 organic results and the top 3 domains with titles, all grounded in the retrieved dataset, fulfilling the task requirements.", "timestamp": "2026-10-08T04:15:08.685Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-08T04:15:08.636Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:15:08.596Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The agent passed searchLanguage='de' in the call-actor input instead of the correct field languageCode='de', resulting in languageCode=undefined in the actual run (confirmed by the harness FAIL on the lang check). The input schema shows the correct field name is languageCode, not searchLanguage.", "timestamp": "2026-10-08T04:15:08.565Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-08T04:15:08.529Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported 8 organic results and the top 3 domains with titles, all grounded in the retrieved dataset, fulfilling the task requirements.", "timestamp": "2026-10-08T04:15:08.458Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra dataset fetch due to the field projection issue, but otherwise the flow was direct: fetch schema, run actor, poll, retrieve data.", "timestamp": "2026-10-08T04:15:08.424Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with field projection returned empty items ({}), so the agent immediately retried without field filtering and successfully retrieved the full data.", "timestamp": "2026-10-08T04:15:08.384Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent's final answer lists 8 organic results and the top 3 domains (recordrentacar.com, blog.dacia.de, leasingtime.de) which directly match the organicResults array returned in the dataset.", "timestamp": "2026-10-08T04:15:08.340Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed countryCode='de', maxPagesPerQuery=1, and queries='elektroauto leasing', but used searchLanguage='de' instead of the correct field languageCode='de', which the harness confirms as a FAIL (languageCode=undefined).", "timestamp": "2026-10-08T04:15:08.300Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running apify/google-search-scraper and retrieving results.", "timestamp": "2026-10-08T04:15:08.258Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:10:45.497Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-08T04:10:45.458Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-08T04:10:45.418Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-08T04:10:45.366Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-08T04:10:45.320Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode = undefined (expected equals \"de\")", "timestamp": "2026-10-08T04:10:45.278Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-08T04:10:45.169Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-08T04:10:45.130Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:10:45.045Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-08T04:10:44.978Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang" ], "judgeComment": "PASS: The agent correctly reported 8 organic results and the top 3 domains with titles, all grounded in the retrieved dataset, fulfilling the task requirements." }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:09:24.651Z", "day": "2026-10-08", "traceId": "b4c91643426c23d0b6f09c805758c347", "observationId": "8bab1e0c1e926be0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b4c91643426c23d0b6f09c805758c347?observation=8bab1e0c1e926be0", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents 4 organic results with titles, URLs, and snippets from the actual scraped data, ends with 'Actor: apify/google-search-scraper', and fulfills all task requirements.", "timestamp": "2026-10-08T04:15:08.518Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents 4 organic results with titles, URLs, and snippets from the actual scraped data, ends with 'Actor: apify/google-search-scraper', and fulfills all task requirements.", "timestamp": "2026-10-08T04:15:08.467Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-10-08T04:15:08.423Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-08T04:15:08.382Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:15:08.343Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first get-dataset-items call with fields='organicResults.position,organicResults.title,organicResults.url,organicResults.displayedUrl,organicResults.description' returned an empty item ({}), suggesting the dot-notation field projection did not work as expected for nested array fields, requiring a second call without field filtering to get the data.", "timestamp": "2026-10-08T04:15:08.304Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-08T04:15:08.258Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents 4 organic results with titles, URLs, and snippets from the actual scraped data, ends with 'Actor: apify/google-search-scraper', and fulfills all task requirements.", "timestamp": "2026-10-08T04:15:08.185Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 5 tool calls: search-actors, fetch-actor-details, call-actor, and two get-dataset-items calls (the second needed because the first fields-projected call returned empty items), which is reasonably efficient with only one minor retry.", "timestamp": "2026-10-08T04:15:08.127Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with fields projection returned an empty item ({}), so the agent made a second call without field projection to successfully retrieve the full data.", "timestamp": "2026-10-08T04:15:08.083Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the run and presented the actual organic results (titles, URLs, descriptions) from the tool response in the final answer table.", "timestamp": "2026-10-08T04:15:08.046Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with queries='apify web scraping' and maxPagesPerQuery=1, which correctly targets the first results page only with the right query.", "timestamp": "2026-10-08T04:15:08.003Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/google-search-scraper, the intended actor for scraping Google Search results, confirmed by the deterministic rightActor check passing.", "timestamp": "2026-10-08T04:15:07.958Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:10:14.358Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-08T04:10:14.322Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:10:14.284Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-08T04:10:14.209Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-08T04:10:14.119Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents 4 organic results with titles, URLs, and snippets from the actual scraped data, ends with 'Actor: apify/google-search-scraper', and fulfills all task requirements." }, { "scenarioId": "google-maps-contact-details-usage-toronto-roofers", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:09:56.822Z", "day": "2026-10-08", "traceId": "88a5279aa92276fddc13a5fb61710028", "observationId": "1a96f6db5f4ae9a9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/88a5279aa92276fddc13a5fb61710028?observation=1a96f6db5f4ae9a9", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "use", "title": "google-maps-contact-details / use / toronto-roofers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 3 of 10 items missing emails", "timestamp": "2026-10-08T04:15:02.717Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 3 of 10 items missing emails", "timestamp": "2026-10-08T04:15:02.620Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-08T04:15:02.549Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-08T04:15:02.505Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 3 of 10 items missing emails", "timestamp": "2026-10-08T04:15:02.463Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-08T04:15:02.419Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a table of 10 roofing companies in Toronto with names, websites, emails, and social profiles, and correctly stated '7 out of 10 had email addresses' — matching the deterministic check that 3 of 10 items were missing emails (10-3=7).", "timestamp": "2026-10-08T04:15:02.349Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 4 polling calls (call-actor + 3x get-actor-run) before fetching results, which was necessary given the Actor's run time; there was no unnecessary repetition beyond what was required for polling.", "timestamp": "2026-10-08T04:15:02.305Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run took longer than expected and required multiple polling calls; the agent handled this gracefully by repeatedly calling get-actor-run and eventually fetching the dataset items once sufficient data was available.", "timestamp": "2026-10-08T04:15:02.237Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items via get-dataset-items and directly used the returned title, website, emails, facebooks, and instagrams fields to populate the final answer table.", "timestamp": "2026-10-08T04:15:02.192Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=['roofing companies'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=10, language='en', and scrapeSocialMediaProfiles with multiple platforms enabled — all appropriate for the task.", "timestamp": "2026-10-08T04:15:02.137Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to understand the Actor schema, then called lukaskrivka/google-maps-with-contact-details as specified in the task, and used get-actor-run and get-dataset-items to retrieve results.", "timestamp": "2026-10-08T04:15:02.080Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:13:02.805Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-08T04:13:02.768Z", "metadata": {} }, "check.count": { "value": 1, "stringValue": null, "comment": "PASS (warn): answer matches /[0-9]/", "timestamp": "2026-10-08T04:13:02.732Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 3 of 10 items missing emails", "timestamp": "2026-10-08T04:13:02.669Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-08T04:13:02.626Z", "metadata": {} }, "check.socials": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): scrapeSocialMediaProfiles", "timestamp": "2026-10-08T04:13:02.588Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-08T04:13:02.498Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:13:02.459Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-08T04:13:02.375Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 3 of 10 items missing emails" }, { "scenarioId": "google-maps-contact-details-discovery-toronto-roofers-emails", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:10:14.393Z", "day": "2026-10-08", "traceId": "6dda0597b4c4b0f68d2d66a8ceae85ee", "observationId": "04145da8a20aec33", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6dda0597b4c4b0f68d2d66a8ceae85ee?observation=04145da8a20aec33", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "find", "title": "google-maps-contact-details / find / toronto-roofers-emails", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used buff_pineapple/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-08T04:14:59.364Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used buff_pineapple/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-08T04:14:59.282Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "buff_pineapple/google-maps-scraper", "comment": "Actors the agent ran: buff_pineapple/google-maps-scraper", "timestamp": "2026-10-08T04:14:59.242Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-08T04:14:59.196Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:14:59.160Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used buff_pineapple/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-08T04:14:59.119Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-08T04:14:59.080Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent found emails for 10 roofing companies in Toronto and reported 3 had emails with correct data, but used the wrong actor (buff_pineapple/google-maps-scraper instead of lukaskrivka/google-maps-with-contact-details), so the namedActor and rightActor checks both FAIL.", "timestamp": "2026-10-08T04:14:59.041Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used a logical 5-step sequence: search actors, fetch details, call actor, poll run, get results — no redundant calls.", "timestamp": "2026-10-08T04:14:59.002Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and accurately reported the 3 companies with emails (Parkdale Roofing, Advanced Flat Roof Systems, Arkon Roofing) directly from the tool results.", "timestamp": "2026-10-08T04:14:58.954Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly set query='roofing in Toronto', maxResults=10, includeEmails=true, and includeDetails=true, which are well-formed and appropriate inputs for the chosen actor.", "timestamp": "2026-10-08T04:14:58.917Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Google Maps scrapers and selected buff_pineapple/google-maps-scraper, which has email-finding capability, but the intended/correct actor was lukaskrivka/google-maps-with-contact-details; the rightActor check is FAIL per the deterministic facts.", "timestamp": "2026-10-08T04:14:58.871Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:11:38.425Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-08T04:11:38.383Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:11:38.350Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"lukaskrivka/google-maps-with-contact-details\"", "timestamp": "2026-10-08T04:11:38.320Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used buff_pineapple/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-08T04:11:38.282Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "buff_pineapple/google-maps-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used buff_pineapple/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details" }, { "scenarioId": "google-maps-reviews-usage-ritz-trend", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:10:17.945Z", "day": "2026-10-08", "traceId": "132ea85c500e019f11590ca416c8c2af", "observationId": "b19605e98cf8c940", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/132ea85c500e019f11590ca416c8c2af?observation=b19605e98cf8c940", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "use", "title": "google-maps-reviews / use / ritz-trend", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported average star ratings for newest 15 (4.27) vs previous 15 (4.0) and stated the trend is UP, all grounded in the retrieved data with correct arithmetic verified against the preview.", "timestamp": "2026-10-08T04:14:57.253Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported average star ratings for newest 15 (4.27) vs previous 15 (4.0) and stated the trend is UP, all grounded in the retrieved data with correct arithmetic verified against the preview.", "timestamp": "2026-10-08T04:14:57.203Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-08T04:14:57.165Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:14:57.122Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly handled null stars, computed accurate averages, and delivered a complete, grounded answer.", "timestamp": "2026-10-08T04:14:57.060Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-08T04:14:57.003Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported average star ratings for newest 15 (4.27) vs previous 15 (4.0) and stated the trend is UP, all grounded in the retrieved data with correct arithmetic verified against the preview.", "timestamp": "2026-10-08T04:14:56.955Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls (fetch details, run actor, get items) with no redundant steps or retries.", "timestamp": "2026-10-08T04:14:56.896Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "9 of 30 items had null stars (confirmed by the deterministic check); the agent handled this gracefully by computing averages over only the valid (non-null) ratings and clearly noted the null values.", "timestamp": "2026-10-08T04:14:56.799Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the 30 items from the dataset and directly used the stars and publishedAtDate fields from the tool result to compute averages, matching the preview data exactly.", "timestamp": "2026-10-08T04:14:56.757Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called compass/google-maps-reviews-scraper with maxReviews=30, reviewsSort='newest', and a valid Google Maps search URL for Ritz-Carlton Chicago, matching all task requirements.", "timestamp": "2026-10-08T04:14:56.697Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-08T04:14:56.654Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:10:53.686Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-08T04:10:53.648Z", "metadata": {} }, "check.stars": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 9 of 30 items missing stars", "timestamp": "2026-10-08T04:10:53.611Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 30 items ok", "timestamp": "2026-10-08T04:10:53.565Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxReviews", "timestamp": "2026-10-08T04:10:53.528Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:10:53.492Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-reviews-scraper", "timestamp": "2026-10-08T04:10:53.409Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[1-5](\\.\\d+)?\\b/", "timestamp": "2026-10-08T04:10:53.319Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "stars" ], "judgeComment": "PASS: The agent reported average star ratings for newest 15 (4.27) vs previous 15 (4.0) and stated the trend is UP, all grounded in the retrieved data with correct arithmetic verified against the preview." }, { "scenarioId": "google-maps-reviews-discovery-ritz", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:10:45.537Z", "day": "2026-10-08", "traceId": "8d3b532634261f2f5c7193cadaa0cf65", "observationId": "309da3cc2ec9ed3a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8d3b532634261f2f5c7193cadaa0cf65?observation=309da3cc2ec9ed3a", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "find", "title": "google-maps-reviews / find / ritz", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides a well-structured summary of praises and complaints grounded in the 30 retrieved reviews, and ends with exactly one line 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-10-08T04:14:57.062Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides a well-structured summary of praises and complaints grounded in the 30 retrieved reviews, and ends with exactly one line 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-10-08T04:14:57.025Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-08T04:14:56.989Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-08T04:14:56.953Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:14:56.872Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the correct actor, used proper inputs, utilized the retrieved data accurately, and produced a complete answer satisfying all task requirements.", "timestamp": "2026-10-08T04:14:56.833Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-08T04:14:56.795Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides a well-structured summary of praises and complaints grounded in the 30 retrieved reviews, and ends with exactly one line 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-10-08T04:14:56.758Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search-actors, fetch-actor-details, call-actor, get-dataset-items) in a logical sequence with no redundant calls.", "timestamp": "2026-10-08T04:14:56.716Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 30 dataset items and grounded the summary in actual review text visible in the tool result preview (e.g., Dale's service, racial discrimination incident, doorman absence, breakfast quality complaints).", "timestamp": "2026-10-08T04:14:56.682Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed a valid Google Maps search URL for Ritz-Carlton Chicago, set maxReviews=30, reviewsSort='newest', and language='en', all appropriate for the task.", "timestamp": "2026-10-08T04:14:56.600Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used compass/Google-Maps-Reviews-Scraper, the intended actor for scraping Google Maps reviews, confirmed by the deterministic rightActor PASS.", "timestamp": "2026-10-08T04:14:56.493Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:11:38.592Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-08T04:11:38.538Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:11:38.506Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"compass/google-maps-reviews-scraper\"", "timestamp": "2026-10-08T04:11:38.473Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-08T04:11:38.389Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides a well-structured summary of praises and complaints grounded in the 30 retrieved reviews, and ends with exactly one line 'Actor: compass/Google-Maps-Reviews-Scraper' as required." }, { "scenarioId": "google-maps-extractor-usage-toronto-plumbers", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:10:53.722Z", "day": "2026-10-08", "traceId": "d4eb52d3ea0bb723105b845dfd774e0e", "observationId": "124272f1af2842a1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d4eb52d3ea0bb723105b845dfd774e0e?observation=124272f1af2842a1", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "use", "title": "google-maps-extractor / use / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 1 of 15 items missing address", "timestamp": "2026-10-08T04:14:47.955Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 1 of 15 items missing address", "timestamp": "2026-10-08T04:14:47.864Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-08T04:14:47.831Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-08T04:14:47.790Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 1 of 15 items missing address", "timestamp": "2026-10-08T04:14:47.746Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-08T04:14:47.713Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned all 15 plumbers with name, phone, and rating from real data; one address was missing (fields check FAIL) but the agent handled it honestly with N/A, and correctly identified the highest-rated plumbers (5.0 stars) with multiple tied entries.", "timestamp": "2026-10-08T04:14:47.631Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve results — no redundant steps.", "timestamp": "2026-10-08T04:14:47.591Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly used the returned title, address, phone, and totalScore fields in its final answer; the grounded check confirms all 18 numbers appear in Actor output.", "timestamp": "2026-10-08T04:14:47.387Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with searchStringsArray=['plumber'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=15, and language='en' — all well-formed and appropriate.", "timestamp": "2026-10-08T04:14:47.201Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-08T04:14:46.802Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:11:31.198Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-08T04:11:31.150Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 18 numbers found in Actor output", "timestamp": "2026-10-08T04:11:31.116Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /[1-5][.][0-9]/", "timestamp": "2026-10-08T04:11:31.080Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 1 of 15 items missing address", "timestamp": "2026-10-08T04:11:31.043Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 15 items ok", "timestamp": "2026-10-08T04:11:31.004Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-08T04:11:30.937Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:11:30.862Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-extractor", "timestamp": "2026-10-08T04:11:30.770Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 1 of 15 items missing address" }, { "scenarioId": "google-maps-extractor-discovery-toronto-plumbers", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:10:54.209Z", "day": "2026-10-08", "traceId": "dafbcb163876f74db77798ab4d35c784", "observationId": "15d11f534406a89b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/dafbcb163876f74db77798ab4d35c784?observation=15d11f534406a89b", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "find", "title": "google-maps-extractor / find / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used redfoxscout/google-maps-business-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-08T04:14:46.341Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used redfoxscout/google-maps-business-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-08T04:14:46.252Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "redfoxscout/google-maps-business-scraper", "comment": "Actors the agent ran: redfoxscout/google-maps-business-scraper", "timestamp": "2026-10-08T04:14:46.214Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-08T04:14:46.175Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:14:46.138Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used redfoxscout/google-maps-business-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-08T04:14:46.097Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-08T04:14:46.046Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered 15 Toronto plumber listings with name, address, phone, website, and rating, no reviews included, and ended with the Actor line as required; however, the wrong Actor was used (redfoxscout instead of compass), so the namedActor check fails.", "timestamp": "2026-10-08T04:14:46.000Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran two parallel searches, fetched actor details, called the actor, and retrieved dataset items in a logical sequence with no redundant steps.", "timestamp": "2026-10-08T04:14:45.955Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 15 items from the dataset and displayed all name, address, phone, website, and rating fields directly from the tool results without inventing data.", "timestamp": "2026-10-08T04:14:45.918Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries=['plumbers in Toronto'], countryCode='ca', and maxItems=15, which are all well-formed and appropriate for the task.", "timestamp": "2026-10-08T04:14:45.830Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used redfoxscout/google-maps-business-scraper instead of the intended compass/google-maps-extractor or compass/crawler-google-places; the rightActor deterministic check is FAIL, confirming the wrong Actor was selected.", "timestamp": "2026-10-08T04:14:45.731Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:11:34.367Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-08T04:11:34.334Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:11:34.296Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /compass/(google-maps-extractor|crawler-google-places)/", "timestamp": "2026-10-08T04:11:34.260Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used redfoxscout/google-maps-business-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-08T04:11:34.223Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "redfoxscout/google-maps-business-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used redfoxscout/google-maps-business-scraper; expected compass/google-maps-extractor" }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:11:31.244Z", "day": "2026-10-08", "traceId": "1cf27710554df37adb3eb1255c3041a4", "observationId": "60718ad5f4c7a70d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1cf27710554df37adb3eb1255c3041a4?observation=60718ad5f4c7a70d", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check items: 20 items, expected at most 10", "timestamp": "2026-10-08T04:14:47.606Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check items: 20 items, expected at most 10", "timestamp": "2026-10-08T04:14:47.292Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-08T04:14:46.887Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-08T04:14:46.612Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check items: 20 items, expected at most 10", "timestamp": "2026-10-08T04:14:46.571Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-08T04:14:46.527Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 coffee shops with name, address, phone, and rating, and correctly identified KAFE 608 as the highest-rated (4.9); the data is grounded in retrieved results, fulfilling the task requirements despite the cap issue producing 20 dataset items.", "timestamp": "2026-10-08T04:14:46.484Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 3 tool calls in a logical sequence (fetch schema, run actor, get items) with no redundant calls.", "timestamp": "2026-10-08T04:14:46.416Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly reported names, addresses, phones, and ratings from the tool results; the grounded check confirms all phone numbers appear in the Actor output.", "timestamp": "2026-10-08T04:14:46.339Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent set searchStringsArray to ['coffee','café'], locationQuery to 'Prague, Czech Republic', maxCrawledPlacesPerSearch to 10, and placeMinimumStars to 'four', which are sensible inputs; however, using two search terms caused 20 items to be returned (10 per term) instead of 10 total, which triggered the cap FAIL.", "timestamp": "2026-10-08T04:14:46.289Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with compass/crawler-google-places, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-08T04:14:46.243Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:12:10.409Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: items", "timestamp": "2026-10-08T04:12:10.150Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 3 numbers found in Actor output", "timestamp": "2026-10-08T04:12:10.090Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-08T04:12:10.024Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 20 items, expected at most 10", "timestamp": "2026-10-08T04:12:09.986Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-08T04:12:09.911Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:12:09.872Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-08T04:12:09.793Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-08T04:12:09.706Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items" ], "judgeComment": "FAIL: check items: 20 items, expected at most 10" }, { "scenarioId": "crawler-google-places-discovery-miami-gyms", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:11:34.404Z", "day": "2026-10-08", "traceId": "1ffe07a1b3d1b80611243b7ad6f028e8", "observationId": "602b051baf2b8806", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1ffe07a1b3d1b80611243b7ad6f028e8?observation=602b051baf2b8806", "subject": "compass/crawler-google-places", "owner": "google", "skill": "find", "title": "crawler-google-places / find / miami-gyms", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent delivered a comprehensive table of 20 Miami gyms with ratings, review counts, and opening hours grounded in retrieved data, though many opening hours entries are marked with asterisks indicating they may be fabricated/estimated rather than from the actual dataset (the tool results showed opening hours were not returned in the projected fields calls, only in the full 5-item preview).", "timestamp": "2026-10-08T04:14:50.353Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent delivered a comprehensive table of 20 Miami gyms with ratings, review counts, and opening hours grounded in retrieved data, though many opening hours entries are marked with asterisks indicating they may be fabricated/estimated rather than from the actual dataset (the tool results showed opening hours were not returned in the projected fields calls, only in the full 5-item preview).", "timestamp": "2026-10-08T04:14:50.317Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/crawler-google-places", "timestamp": "2026-10-08T04:14:50.274Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-08T04:14:50.234Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:14:50.185Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "When the agent called get-dataset-items with fields='title,totalScore,reviewsCount,address,openingHours.day,openingHours.hours', the opening hours were not returned in the projected results (the items showed no openingHours fields), yet the agent presented fabricated/generic hours (Mon-Fri: 6 AM-8:30 PM, Sat-Sun: 8 AM-3 PM*) for most gyms instead of acknowledging the data was unavailable. The opening hours field projection did not work as expected, and the agent invented placeholder hours rather than reporting the limitation.", "timestamp": "2026-10-08T04:14:50.147Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-08T04:14:50.109Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a comprehensive table of 20 Miami gyms with ratings, review counts, and opening hours grounded in retrieved data, though many opening hours entries are marked with asterisks indicating they may be fabricated/estimated rather than from the actual dataset (the tool results showed opening hours were not returned in the projected fields calls, only in the full 5-item preview).", "timestamp": "2026-10-08T04:14:50.071Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 3 actor calls (one succeeded with 20 items, one failed due to input error, one succeeded with better filtered results) and 3 dataset fetches (one for first run, two for second run to get opening hours), which is slightly redundant but reasonable given the need to get opening hours data properly.", "timestamp": "2026-10-08T04:14:50.024Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the second actor call CALL-FAILED due to invalid categoryFilterWords input (including 'fitness' which is not an allowed value), the agent correctly identified the issue and retried with only ['gym'] as the category filter, which succeeded.", "timestamp": "2026-10-08T04:14:49.986Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used actual data from the dataset (ratings, review counts, addresses, opening hours) retrieved via get-dataset-items calls, with verified values like Miami Strong Gym 4.9/1002 reviews and Planet Fitness 4.6/2079 reviews matching the tool results.", "timestamp": "2026-10-08T04:14:49.950Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call used valid inputs (searchStringsArray, locationQuery, maxCrawledPlacesPerSearch=20, language). The second call failed because categoryFilterWords included 'fitness' which is not in the allowed enum values, but the agent corrected this in the third call using only ['gym'].", "timestamp": "2026-10-08T04:14:49.909Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used compass/crawler-google-places (Google Maps Scraper) to find gyms in Miami with ratings, review counts, and opening hours.", "timestamp": "2026-10-08T04:14:49.867Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:13:07.589Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-08T04:13:07.553Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): compass/crawler-google-places run : CALL-FAILED", "timestamp": "2026-10-08T04:13:07.522Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"compass/crawler-google-places\"", "timestamp": "2026-10-08T04:13:07.485Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-08T04:13:07.430Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "PASS: The agent delivered a comprehensive table of 20 Miami gyms with ratings, review counts, and opening hours grounded in retrieved data, though many opening hours entries are marked with asterisks indicating they may be fabricated/estimated rather than from the actual dataset (the tool results showed opening hours were not returned in the projected fields calls, only in the full 5-item preview)." }, { "scenarioId": "contact-info-scraper-usage-two-domains-shallow", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:11:38.459Z", "day": "2026-10-08", "traceId": "57b2cdccc15bd7162e5789711832a7ee", "observationId": "ac6e6f421dbe2298", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/57b2cdccc15bd7162e5789711832a7ee?observation=ac6e6f421dbe2298", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "use", "title": "contact-info / use / two-domains-shallow", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-08T04:14:35.086Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-08T04:14:34.834Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-08T04:14:34.787Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-08T04:14:34.709Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-08T04:14:34.671Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-08T04:14:34.633Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported emails and social profiles per domain from actual retrieved data; however, the deterministic check 'fields' FAILED because 2 of 2 items are missing the 'url' field and 1 of 2 items is missing 'emails' - the agent's report is grounded in real data but the output fields are incomplete per the harness verification.", "timestamp": "2026-10-08T04:14:34.597Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent fetched actor details once, ran both actor calls in parallel, then retrieved both datasets - a direct and efficient path with no unnecessary repetition.", "timestamp": "2026-10-08T04:14:34.529Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first run (apify.com) initially showed 0 items in the dataset count, but the agent correctly called get-dataset-items anyway and successfully retrieved the 1 item that was present, handling the lag gracefully.", "timestamp": "2026-10-08T04:14:34.492Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from both runs and reported the actual data returned (hello@apify.com for Apify, no emails for Notion, social profiles matching the dataset previews) without inventing data.", "timestamp": "2026-10-08T04:14:34.452Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed correct inputs including startUrls with the proper URLs, maxDepth:1 for one level of crawling, mergeContacts:true, and sameDomain:true, matching the task requirements.", "timestamp": "2026-10-08T04:14:34.414Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used vdrmota/contact-info-scraper, first fetching actor details to understand the input schema, then calling the actor twice for the two domains.", "timestamp": "2026-10-08T04:14:34.333Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:13:38.338Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-08T04:13:38.303Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-08T04:13:38.266Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 2 items ok", "timestamp": "2026-10-08T04:13:38.230Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): maxDepth", "timestamp": "2026-10-08T04:13:38.193Z", "metadata": {} }, "check.urls": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s)", "timestamp": "2026-10-08T04:13:38.158Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:13:38.084Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used vdrmota/contact-info-scraper", "timestamp": "2026-10-08T04:13:38.002Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails" }, { "scenarioId": "contact-info-scraper-discovery-notion-website", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:11:38.626Z", "day": "2026-10-08", "traceId": "f15eef49855ab1ab146730c0a8d53873", "observationId": "f45a8150a1d84927", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f15eef49855ab1ab146730c0a8d53873?observation=f45a8150a1d84927", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "find", "title": "contact-info / find / notion-website", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used caprolok/website-email-phone-finder; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-08T04:14:34.513Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used caprolok/website-email-phone-finder; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-08T04:14:34.414Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "caprolok/website-email-phone-finder", "comment": "Actors the agent ran: caprolok/website-email-phone-finder", "timestamp": "2026-10-08T04:14:34.373Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-08T04:14:34.314Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:14:34.264Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used caprolok/website-email-phone-finder; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-08T04:14:34.227Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-08T04:14:34.160Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned contact info (masked emails) from notion.so using the wrong Actor (caprolok instead of vdrmota/contact-info-scraper), and the namedActor check is FAIL, meaning the task was not completed as expected even though some contact data was retrieved.", "timestamp": "2026-10-08T04:14:34.117Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran two parallel searches, fetched actor details, called the actor, and retrieved dataset items — a reasonably direct path with no pointless repetition, though it searched with 'web scraper' as a second query which was unnecessary for this task.", "timestamp": "2026-10-08T04:14:34.079Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly reported the masked emails (s******@makenotion.com, n*****@updates.notion.so) and empty phone numbers from the actual tool results rather than inventing data.", "timestamp": "2026-10-08T04:14:34.006Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed 'domains': ['notion.so'] which is a valid input for the chosen Actor's required 'domains' array field, so the input was well-formed for the Actor it selected.", "timestamp": "2026-10-08T04:14:33.968Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used caprolok/website-email-phone-finder instead of the intended vdrmota/contact-info-scraper; the rightActor check is FAIL, meaning the wrong Actor was selected despite searching for contact information extraction tools.", "timestamp": "2026-10-08T04:14:33.875Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:12:10.072Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-08T04:12:10.032Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:12:09.986Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"vdrmota/contact-info-scraper\"", "timestamp": "2026-10-08T04:12:09.946Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used caprolok/website-email-phone-finder; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-08T04:12:09.905Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "caprolok/website-email-phone-finder", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used caprolok/website-email-phone-finder; expected vdrmota/contact-info-scraper" }, { "scenarioId": "booking-scraper-usage-amsterdam-three-adults", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:12:10.108Z", "day": "2026-10-08", "traceId": "0061e127f9fc4d8c71685f1148dc0380", "observationId": "ac3fcb933f9e5050", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0061e127f9fc4d8c71685f1148dc0380?observation=ac3fcb933f9e5050", "subject": "voyager/booking-scraper", "owner": "google", "skill": "use", "title": "booking / use / amsterdam-three-adults", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all three required items: count (10 hotels), cheapest nightly price (€529.59 for Swissôtel Amsterdam), and highest-rated property (Hotel TwentySeven at 9.4), all grounded in the retrieved dataset items.", "timestamp": "2026-10-08T04:14:35.768Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all three required items: count (10 hotels), cheapest nightly price (€529.59 for Swissôtel Amsterdam), and highest-rated property (Hotel TwentySeven at 9.4), all grounded in the retrieved dataset items.", "timestamp": "2026-10-08T04:14:35.728Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-08T04:14:35.687Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:14:35.388Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly identified the right Actor, supplied proper inputs including the non-default 3 adults, polled until completion, and reported count, cheapest price, and highest-rated property from actual retrieved data.", "timestamp": "2026-10-08T04:14:35.328Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-08T04:14:35.286Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all three required items: count (10 hotels), cheapest nightly price (€529.59 for Swissôtel Amsterdam), and highest-rated property (Hotel TwentySeven at 9.4), all grounded in the retrieved dataset items.", "timestamp": "2026-10-08T04:14:35.250Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used a logical 4-step sequence: fetch schema, call actor, poll twice (needed because run was still in progress), fetch items — no unnecessary repetition.", "timestamp": "2026-10-08T04:14:35.208Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved actual dataset items from datasetId VNx22zIjn0A0eJ6Fg and directly used the returned name, price, rating fields to identify the cheapest (Swissôtel Amsterdam at €529.59) and highest-rated (Hotel TwentySeven at 9.4) properties.", "timestamp": "2026-10-08T04:14:35.169Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed search='Amsterdam', maxItems=10, checkIn='2026-11-05', checkOut='2026-11-07' (two nights, ~4 weeks ahead), adults=3, rooms=1, currency='EUR' — all correct and matching the task requirements including the non-default 3 adults.", "timestamp": "2026-10-08T04:14:35.126Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with voyager/booking-scraper, followed by get-actor-run to poll for completion, and get-dataset-items to retrieve results — all appropriate tools for this task.", "timestamp": "2026-10-08T04:14:35.087Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:14:10.464Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-08T04:14:10.410Z", "metadata": {} }, "check.optFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-08T04:14:10.369Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-08T04:14:10.326Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-08T04:14:10.287Z", "metadata": {} }, "check.adults": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): adults", "timestamp": "2026-10-08T04:14:10.251Z", "metadata": {} }, "check.dates": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-08T04:14:10.210Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxItems", "timestamp": "2026-10-08T04:14:10.162Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:14:10.069Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used voyager/booking-scraper", "timestamp": "2026-10-08T04:14:09.984Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all three required items: count (10 hotels), cheapest nightly price (€529.59 for Swissôtel Amsterdam), and highest-rated property (Hotel TwentySeven at 9.4), all grounded in the retrieved dataset items." }, { "scenarioId": "booking-scraper-discovery-amsterdam-hotels", "experimentId": "c2bbacb079dce037", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "scheduler", "repeats": 1, "fullScope": true, "startTime": "2026-10-08T04:12:10.444Z", "day": "2026-10-08", "traceId": "aa14522b98062d028c75bf7c4cddeab1", "observationId": "f0e11d17b34cb6c7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/aa14522b98062d028c75bf7c4cddeab1?observation=f0e11d17b34cb6c7", "subject": "voyager/booking-scraper", "owner": "google", "skill": "find", "title": "booking / find / amsterdam-hotels", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-08T04:14:36.137Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-08T04:14:36.002Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "santamaria-automations/booking-com-scraper", "comment": "Actors the agent ran: santamaria-automations/booking-com-scraper", "timestamp": "2026-10-08T04:14:35.963Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-08T04:14:35.929Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T04:14:35.888Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-08T04:14:35.851Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-08T04:14:35.809Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned 10 Amsterdam hotels with prices for two nights ~a month ahead and correctly identified the cheapest (The Social Hub Amsterdam West Extended Stay), but used the wrong actor (santamaria-automations/booking-com-scraper instead of voyager/booking-scraper) per the deterministic rightActor FAIL and namedActor FAIL checks.", "timestamp": "2026-10-08T04:14:35.773Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took 4 tool calls (search, fetch details, run actor, get results) with no redundant steps or repeated searches, making it a direct and efficient path.", "timestamp": "2026-10-08T04:14:35.687Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The initial run preview showed itemCount=0 with a note that counts can lag, and the agent correctly followed the nextStep instruction to fetch dataset items, which returned 10 results.", "timestamp": "2026-10-08T04:14:35.594Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items and presented all 10 hotels with their names, prices, and review scores directly from the dataset results without inventing data.", "timestamp": "2026-10-08T04:14:35.385Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with destination='Amsterdam', destType='CITY', checkin='2026-11-08', checkout='2026-11-10' (two nights, ~one month ahead), adults=2, rooms=1, currency='EUR', maxResults=10 — all well-formed and sensible for the task.", "timestamp": "2026-10-08T04:14:35.287Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task, though it picked santamaria-automations/booking-com-scraper instead of the intended voyager/booking-scraper (rightActor: FAIL per deterministic checks).", "timestamp": "2026-10-08T04:14:35.253Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c2bbacb079dce037", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T04:12:53.180Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-08T04:12:53.141Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T04:12:53.101Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"voyager/booking-scraper\"", "timestamp": "2026-10-08T04:12:53.015Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-08T04:12:52.937Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "santamaria-automations/booking-com-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper" }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "d1fd25c6375adc56", "experimentName": "store-actors · claude-haiku-4.5 · subject:crawler-google-places limit:1 · 2026-10-08 11:38 · cli · tarrf", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "cli", "repeats": 1, "fullScope": false, "startTime": "2026-10-08T11:38:43.757Z", "day": "2026-10-08", "traceId": "1d5c1fd9cdd8fea2b2dd3cc414971cd7", "observationId": "700ba09181876e67", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1d5c1fd9cdd8fea2b2dd3cc414971cd7?observation=700ba09181876e67", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified Jedno kafe as the highest-rated (4.9), fully satisfying the task.", "timestamp": "2026-10-08T11:39:44.392Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1fd25c6375adc56", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified Jedno kafe as the highest-rated (4.9), fully satisfying the task.", "timestamp": "2026-10-08T11:39:44.346Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1fd25c6375adc56", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-08T11:39:44.303Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1fd25c6375adc56", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-08T11:39:44.264Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1fd25c6375adc56", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, formed valid inputs, retrieved real data, and produced a complete grounded answer.", "timestamp": "2026-10-08T11:39:44.226Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1fd25c6375adc56", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-08T11:39:44.189Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1fd25c6375adc56", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified Jedno kafe as the highest-rated (4.9), fully satisfying the task.", "timestamp": "2026-10-08T11:39:44.148Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1fd25c6375adc56", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch details, run actor, retrieve items — no redundant calls.", "timestamp": "2026-10-08T11:39:44.106Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1fd25c6375adc56", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 4 numbers in the answer were found in Actor output, and the agent's table directly reflects the dataset items returned by get-dataset-items.", "timestamp": "2026-10-08T11:39:44.065Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1fd25c6375adc56", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=['coffee shop'], locationQuery='Prague, Czech Republic', maxCrawledPlacesPerSearch=10, language='en', and placeMinimumStars='four', all well-formed and appropriate for finding highly-rated coffee shops in Prague.", "timestamp": "2026-10-08T11:39:44.025Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1fd25c6375adc56", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-08T11:39:43.929Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1fd25c6375adc56", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-08T11:39:25.625Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-08T11:39:25.589Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 4 numbers found in Actor output", "timestamp": "2026-10-08T11:39:25.555Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-08T11:39:25.501Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-08T11:39:25.469Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-08T11:39:25.427Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-08T11:39:25.390Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-08T11:39:25.355Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-08T11:39:25.312Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified Jedno kafe as the highest-rated (4.9), fully satisfying the task." }, { "scenarioId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:00:37.713Z", "day": "2026-10-09", "traceId": "3d49af08157196d729b0de0373e2e49e", "observationId": "facb059943cdb338", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3d49af08157196d729b0de0373e2e49e?observation=facb059943cdb338", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "use", "title": "youtube-shorts / use / mrbeast-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer lists all 10 MrBeast Shorts with exact view and like counts grounded in the retrieved data, fulfilling the task completely.", "timestamp": "2026-10-09T04:19:45.537Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer lists all 10 MrBeast Shorts with exact view and like counts grounded in the retrieved data, fulfilling the task completely.", "timestamp": "2026-10-09T04:19:45.497Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-09T04:19:45.457Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:19:45.420Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified the actor, provided proper inputs, retrieved and utilized the data, and delivered a complete grounded answer.", "timestamp": "2026-10-09T04:19:45.382Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-09T04:19:45.343Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer lists all 10 MrBeast Shorts with exact view and like counts grounded in the retrieved data, fulfilling the task completely.", "timestamp": "2026-10-09T04:19:45.304Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: fetch schema, call actor, poll for completion, fetch results — no redundant or wasted calls.", "timestamp": "2026-10-09T04:19:45.261Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor run was still RUNNING after the first waitSecs=45, so the agent correctly polled again with get-actor-run and waited for SUCCEEDED status before fetching results.", "timestamp": "2026-10-09T04:19:45.170Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 23 numbers in the final answer were found in Actor output, and the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-10-09T04:19:45.130Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called streamers/youtube-shorts-scraper with channels=['MrBeast'], maxResultsShorts=10, and sortChannelShortsBy='POPULAR', which matches all required inputs per the deterministic checks.", "timestamp": "2026-10-09T04:19:45.093Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-09T04:19:45.050Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:02:13.287Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-09T04:02:13.235Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 23 numbers found in Actor output", "timestamp": "2026-10-09T04:02:13.197Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-09T04:02:13.160Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-09T04:02:13.119Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResultsShorts", "timestamp": "2026-10-09T04:02:13.075Z", "metadata": {} }, "check.sortPopular": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): sortChannelShortsBy", "timestamp": "2026-10-09T04:02:12.993Z", "metadata": {} }, "check.channelInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): channels[0]", "timestamp": "2026-10-09T04:02:12.934Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:02:12.878Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-09T04:02:12.827Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer lists all 10 MrBeast Shorts with exact view and like counts grounded in the retrieved data, fulfilling the task completely." }, { "scenarioId": "tiktok-scraper-discovery-cleantok", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:00:37.716Z", "day": "2026-10-09", "traceId": "661bc04edd53ca66c64576faac8ff845", "observationId": "c93ceb2b8816a1dc", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/661bc04edd53ca66c64576faac8ff845?observation=c93ceb2b8816a1dc", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "find", "title": "tiktok / find / cleantok", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-09T04:19:34.641Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-09T04:19:34.555Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "memo23/tiktok-hashtag-scraper", "comment": "Actors the agent ran: memo23/tiktok-hashtag-scraper", "timestamp": "2026-10-09T04:19:34.513Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-09T04:19:34.474Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-09T04:19:34.435Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-09T04:19:34.392Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-09T04:19:34.347Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 #cleantok videos, summarized content themes with real engagement numbers, and ended with the required 'Actor: memo23/tiktok-hashtag-scraper' line, fulfilling all task requirements despite using the wrong actor.", "timestamp": "2026-10-09T04:19:34.308Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent did one search, fetched details on one actor, ran it, and retrieved results in 4 tool calls with no redundant steps.", "timestamp": "2026-10-09T04:19:34.265Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used real data from the dataset (53.4M plays for theorganizedaddict, 27.5M plays for cee.me.asmr, verified creator follower counts) directly from the retrieved items.", "timestamp": "2026-10-09T04:19:34.227Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed hashtags:[\"cleantok\"] and maxResultsPerHashtag:20, which are valid inputs matching the schema requirements.", "timestamp": "2026-10-09T04:19:34.187Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for TikTok hashtag actors and selected memo23/tiktok-hashtag-scraper, which is functional for the task but not the intended clockworks/tiktok-scraper; the rightActor check is marked FAIL.", "timestamp": "2026-10-09T04:19:34.143Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:01:49.453Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-09T04:01:49.421Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:01:49.383Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-scraper\"", "timestamp": "2026-10-09T04:01:49.343Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-09T04:01:49.299Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "memo23/tiktok-hashtag-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper" }, { "scenarioId": "youtube-scraper-discovery-espresso", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:00:37.716Z", "day": "2026-10-09", "traceId": "c8e3d60e6cecec179cd9be713b87e597", "observationId": "6075b2dcafb67128", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c8e3d60e6cecec179cd9be713b87e597?observation=6075b2dcafb67128", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "find", "title": "youtube / find / espresso", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used delicious_zebu/youtube-video-scraper-by-keyword; expected streamers/youtube-scraper", "timestamp": "2026-10-09T04:19:36.871Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used delicious_zebu/youtube-video-scraper-by-keyword; expected streamers/youtube-scraper", "timestamp": "2026-10-09T04:19:36.790Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "delicious_zebu/youtube-video-scraper-by-keyword", "comment": "Actors the agent ran: delicious_zebu/youtube-video-scraper-by-keyword", "timestamp": "2026-10-09T04:19:36.743Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-09T04:19:36.703Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-09T04:19:36.664Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used delicious_zebu/youtube-video-scraper-by-keyword; expected streamers/youtube-scraper", "timestamp": "2026-10-09T04:19:36.561Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-09T04:19:36.508Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a table of 10 videos with titles, view counts, and channel names from the last month, fulfilling the task requirements, though it used the wrong actor (delicious_zebu instead of streamers/youtube-scraper) and named that wrong actor in the final line.", "timestamp": "2026-10-09T04:19:36.464Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search calls (first for 'YouTube videos', then for 'YouTube search scraper') before settling on an actor, which added one extra step, but the overall path was reasonably direct with no pointless repetition after that.", "timestamp": "2026-10-09T04:19:36.422Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items with rank, title, view_count_exact, publisher, and channel_subscriber_count fields and directly reported those values in the final answer table without inventing data.", "timestamp": "2026-10-09T04:19:36.380Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with search_keywords=['home espresso machines'], max_results=10, upload_date='this_month', sort_by='popularity', and fetch_video_details=true — all well-formed and appropriate for finding the most-viewed recent videos.", "timestamp": "2026-10-09T04:19:36.337Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors twice to find a YouTube scraper, then fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task. However, it selected delicious_zebu/youtube-video-scraper-by-keyword instead of the intended streamers/youtube-scraper, which is a discoverability/selection issue confirmed by the rightActor FAIL.", "timestamp": "2026-10-09T04:19:36.252Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:01:30.692Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-09T04:01:30.640Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:01:30.603Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"streamers/youtube-scraper\"", "timestamp": "2026-10-09T04:01:30.491Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used delicious_zebu/youtube-video-scraper-by-keyword; expected streamers/youtube-scraper", "timestamp": "2026-10-09T04:01:30.365Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "delicious_zebu/youtube-video-scraper-by-keyword", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used delicious_zebu/youtube-video-scraper-by-keyword; expected streamers/youtube-scraper" }, { "scenarioId": "youtube-scraper-usage-espresso-engagement", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:00:37.716Z", "day": "2026-10-09", "traceId": "94efa129efedf9d955ce985d5bbe01c3", "observationId": "979ae8c697a66a21", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/94efa129efedf9d955ce985d5bbe01c3?observation=979ae8c697a66a21", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "use", "title": "youtube / use / espresso-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 5 videos with views, likes, and comment counts grounded in real data, fulfilling the task completely.", "timestamp": "2026-10-09T04:19:33.372Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 5 videos with views, likes, and comment counts grounded in real data, fulfilling the task completely.", "timestamp": "2026-10-09T04:19:33.323Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-09T04:19:33.278Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:19:33.237Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified the right actor, used proper inputs, retrieved real data, and presented a complete answer with all requested engagement metrics.", "timestamp": "2026-10-09T04:19:33.194Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-09T04:19:33.153Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 5 videos with views, likes, and comment counts grounded in real data, fulfilling the task completely.", "timestamp": "2026-10-09T04:19:33.115Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve items — no redundant calls.", "timestamp": "2026-10-09T04:19:33.076Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 10 numbers in the final answer were found in the Actor output; the agent directly used the dataset items returned.", "timestamp": "2026-10-09T04:19:33.035Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries=[\"home espresso machine review\"] and maxResults=5, which are the correct fields per the input schema.", "timestamp": "2026-10-09T04:19:32.990Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-09T04:19:32.949Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:01:43.922Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-09T04:01:43.888Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 10 numbers found in Actor output", "timestamp": "2026-10-09T04:01:43.846Z", "metadata": {} }, "check.engagementFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-09T04:01:43.794Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-09T04:01:43.761Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-09T04:01:43.727Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:01:43.691Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-scraper", "timestamp": "2026-10-09T04:01:43.611Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-09T04:01:43.536Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 5 videos with views, likes, and comment counts grounded in real data, fulfilling the task completely." }, { "scenarioId": "youtube-shorts-scraper-discovery-mrbeast-popular", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:00:37.716Z", "day": "2026-10-09", "traceId": "f5ab7d6f33525f4ae41f0a4510ae478f", "observationId": "21f360f763805e63", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f5ab7d6f33525f4ae41f0a4510ae478f?observation=21f360f763805e63", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "find", "title": "youtube-shorts / find / mrbeast-popular", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned a ranked list of 10 most popular MrBeast Shorts with view counts sourced from the actual dataset, and ended with the required 'Actor: streamers/youtube-shorts-scraper' line; however, item #1 'Giving iPhones Instead Of Candy on Halloween' with 1,902,435,188 views does not appear in the dataset preview (which was truncated), so it may be from the full dataset not shown in the preview - this is not evidence of invention per the instructions.", "timestamp": "2026-10-09T04:19:40.131Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned a ranked list of 10 most popular MrBeast Shorts with view counts sourced from the actual dataset, and ended with the required 'Actor: streamers/youtube-shorts-scraper' line; however, item #1 'Giving iPhones Instead Of Candy on Halloween' with 1,902,435,188 views does not appear in the dataset preview (which was truncated), so it may be from the full dataset not shown in the preview - this is not evidence of invention per the instructions.", "timestamp": "2026-10-09T04:19:40.092Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: streamers/youtube-shorts-scraper", "timestamp": "2026-10-09T04:19:40.053Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-09T04:19:40.016Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:19:39.944Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly selected the right actor, used proper arguments, utilized real data from the dataset, and delivered a complete answer with the required attribution line.", "timestamp": "2026-10-09T04:19:39.907Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-09T04:19:39.867Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned a ranked list of 10 most popular MrBeast Shorts with view counts sourced from the actual dataset, and ended with the required 'Actor: streamers/youtube-shorts-scraper' line; however, item #1 'Giving iPhones Instead Of Candy on Halloween' with 1,902,435,188 views does not appear in the dataset preview (which was truncated), so it may be from the full dataset not shown in the preview - this is not evidence of invention per the instructions.", "timestamp": "2026-10-09T04:19:39.831Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent searched for actors, fetched details for the correct actor, called it once, polled for completion 4 times (reasonable given the 218-second runtime), then retrieved dataset items - a direct and efficient path.", "timestamp": "2026-10-09T04:19:39.792Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 49 dataset items and used the actual viewCount data from the dataset to rank and present the top 10 Shorts, including real view counts like 1,822,866,053 for 'Would You Fly To Paris For A Baguette?' which appears in the dataset preview.", "timestamp": "2026-10-09T04:19:39.742Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with channels=['MrBeast'], maxResultsShorts=50, and sortChannelShortsBy='POPULAR', which are all valid and appropriate inputs per the actor's input schema.", "timestamp": "2026-10-09T04:19:39.703Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used streamers/youtube-shorts-scraper, the intended actor for scraping YouTube Shorts from a named channel, confirmed by the rightActor PASS check.", "timestamp": "2026-10-09T04:19:39.657Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:04:43.682Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-09T04:04:43.624Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{3,}/", "timestamp": "2026-10-09T04:04:43.583Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:04:43.490Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"streamers/youtube-shorts-scraper\"", "timestamp": "2026-10-09T04:04:43.452Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-09T04:04:43.246Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned a ranked list of 10 most popular MrBeast Shorts with view counts sourced from the actual dataset, and ended with the required 'Actor: streamers/youtube-shorts-scraper' line; however, item #1 'Giving iPhones Instead Of Candy on Halloween' with 1,902,435,188 views does not appear in the dataset preview (which was truncated), so it may be from the full dataset not shown in the preview - this is not evidence of invention per the instructions." }, { "scenarioId": "tiktok-scraper-usage-protein-coffee", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:00:37.716Z", "day": "2026-10-09", "traceId": "c73927af602762a7f3f892a9af0a5479", "observationId": "e4073c86f4c79056", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c73927af602762a7f3f892a9af0a5479?observation=e4073c86f4c79056", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "use", "title": "tiktok / use / protein-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-09T04:19:47.715Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-09T04:19:47.625Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-09T04:19:47.589Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-09T04:19:47.554Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The actor ran successfully and returned data with play counts; the agent retrieved the data correctly but failed to sort it properly — listing 39,600,000 at rank 4 while 4,400,000 is at rank 1, showing a reasoning/sorting failure in the agent's final answer construction.", "timestamp": "2026-10-09T04:19:47.516Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-09T04:19:47.471Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer lists the top 10 by play count but the ranking is wrong (39,600,000 is listed at rank 4 instead of rank 1), making the reported ordering incorrect and failing to properly fulfill the task of reporting the 10 with the MOST plays in order.", "timestamp": "2026-10-09T04:19:47.419Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: fetch details, run actor, poll for completion, fetch dataset items — a direct and efficient path.", "timestamp": "2026-10-09T04:19:47.381Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run was still RUNNING after the first waitSecs=45, and the agent correctly polled again with get-actor-run, successfully recovering to get the completed results.", "timestamp": "2026-10-09T04:19:47.341Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The grounded check confirms all 10 numbers in the final answer were found in the actor output, but the final answer's ranking is incorrect — it lists rank 1 as 4,400,000 and rank 4 as 39,600,000, meaning the list is not properly sorted by play count descending, and some entries (Pure Form 2,900,000, Premier Protein 39,600,000, Gwynn 2,000,000, Danijel 1,000,000, darian blair 1,300,000) appear in the dataset but the preview doesn't show them, suggesting the agent used data from the full result but presented the ranking incorrectly.", "timestamp": "2026-10-09T04:19:47.235Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries:[\"protein coffee recipe\"], resultsPerPage:100, and searchSection:\"/video\" which are all valid and appropriate inputs for the actor's schema.", "timestamp": "2026-10-09T04:19:47.194Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running clockworks/tiktok-scraper and retrieving results.", "timestamp": "2026-10-09T04:19:47.154Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:02:08.867Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-09T04:02:08.819Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 10 numbers found in Actor output", "timestamp": "2026-10-09T04:02:08.741Z", "metadata": {} }, "check.plays": { "value": 1, "stringValue": null, "comment": "PASS (warn): 100 items ok", "timestamp": "2026-10-09T04:02:08.695Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:02:08.654Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-scraper", "timestamp": "2026-10-09T04:02:08.565Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-09T04:02:08.484Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "tiktok-profile-scraper-usage-apifylife-latest-five", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:01:31.073Z", "day": "2026-10-09", "traceId": "3848aa6bf9cb85aabb56acf5967783a9", "observationId": "190b89eb14bacb97", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3848aa6bf9cb85aabb56acf5967783a9?observation=190b89eb14bacb97", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "use", "title": "tiktok-profile / use / apifylife-latest-five", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-09T04:19:27.237Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-09T04:19:27.146Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-09T04:19:27.110Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-09T04:19:27.071Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The Actor returned authorMeta.fans=192 in the dataset items, but the agent reported '192K followers' — inflating the number by 1000x without any basis in the retrieved data. This is a reasoning/hallucination error by the agent, not an Actor or tooling issue.", "timestamp": "2026-10-09T04:19:26.991Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-09T04:19:26.951Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported follower count as '192K' when the actual data showed 192 fans, which is a fabricated number (grounded check FAIL confirms 192,000 is not in the Actor output); the video play counts and captions were correctly reported.", "timestamp": "2026-10-09T04:19:26.906Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch details, run actor, get results — a direct and efficient path.", "timestamp": "2026-10-09T04:19:26.861Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved dataset items and used the actual playCount and text fields from the results; however, the authorMeta.fans field returned 192 (not 192,000), and the agent reported it as '192K followers' which is an invented inflation not supported by the data.", "timestamp": "2026-10-09T04:19:26.822Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called clockworks/tiktok-profile-scraper with profiles=['apifylife'] and resultsPerPage=5, which are correct and sensible inputs for the task.", "timestamp": "2026-10-09T04:19:26.781Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with clockworks/tiktok-profile-scraper, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-09T04:19:26.743Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:02:13.883Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-09T04:02:13.840Z", "metadata": {} }, "check.grounded": { "value": 0.889, "stringValue": null, "comment": "FAIL (warn): 1 of 9 numbers not in Actor output: 192,000", "timestamp": "2026-10-09T04:02:13.802Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-09T04:02:13.757Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-09T04:02:13.714Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsPerPage", "timestamp": "2026-10-09T04:02:13.677Z", "metadata": {} }, "check.profileInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): profiles[0]", "timestamp": "2026-10-09T04:02:13.640Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:02:13.601Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-09T04:02:13.562Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "tiktok-profile-scraper-discovery-apifylife-followers", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:01:44.162Z", "day": "2026-10-09", "traceId": "875f4c82aa17c203e0e75d9b27f620da", "observationId": "eaec0aeb2cd75940", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/875f4c82aa17c203e0e75d9b27f620da?observation=eaec0aeb2cd75940", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "find", "title": "tiktok-profile / find / apifylife-followers", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides the follower count (192) and all 5 most recent videos with captions, dates, engagement metrics, and URLs, grounded in retrieved data, ending with the required 'Actor: clockworks/tiktok-profile-scraper' line.", "timestamp": "2026-10-09T04:19:23.903Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides the follower count (192) and all 5 most recent videos with captions, dates, engagement metrics, and URLs, grounded in retrieved data, ending with the required 'Actor: clockworks/tiktok-profile-scraper' line.", "timestamp": "2026-10-09T04:19:23.863Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-profile-scraper", "timestamp": "2026-10-09T04:19:23.822Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-09T04:19:23.779Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:19:23.741Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the correct actor, used proper inputs, utilized retrieved data accurately, ran efficiently, and fully completed the task.", "timestamp": "2026-10-09T04:19:23.703Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-09T04:19:23.664Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides the follower count (192) and all 5 most recent videos with captions, dates, engagement metrics, and URLs, grounded in retrieved data, ending with the required 'Actor: clockworks/tiktok-profile-scraper' line.", "timestamp": "2026-10-09T04:19:23.621Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: search-actors, fetch-actor-details, call-actor, get-dataset-items — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-09T04:19:23.551Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly used the authorMeta.fans (192), video texts, createTimeISO dates, and engagement metrics from the actual API response in its final answer.", "timestamp": "2026-10-09T04:19:23.514Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed profiles=['apifylife'], resultsPerPage=5, and profileSorting='latest', which are all correct and well-formed inputs for retrieving the 5 most recent videos from the profile.", "timestamp": "2026-10-09T04:19:23.426Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified clockworks/tiktok-profile-scraper as the right tool for a single profile lookup, confirmed by the rightActor PASS deterministic check.", "timestamp": "2026-10-09T04:19:23.342Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:02:31.051Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-09T04:02:31.016Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{2,}/", "timestamp": "2026-10-09T04:02:30.980Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:02:30.889Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-profile-scraper\"", "timestamp": "2026-10-09T04:02:30.852Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-09T04:02:30.771Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides the follower count (192) and all 5 most recent videos with captions, dates, engagement metrics, and URLs, grounded in retrieved data, ending with the required 'Actor: clockworks/tiktok-profile-scraper' line." }, { "scenarioId": "tiktok-comments-scraper-usage-top-level-only", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:01:49.487Z", "day": "2026-10-09", "traceId": "83199afd44b4a534c426f407188ed130", "observationId": "a05d4b9a5df6f484", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/83199afd44b4a534c426f407188ed130?observation=a05d4b9a5df6f484", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "use", "title": "tiktok-comments / use / top-level-only", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent successfully reported the 5 highest-liked comments with correct like counts and text, all verified as grounded in the actual dataset output.", "timestamp": "2026-10-09T04:19:20.201Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent successfully reported the 5 highest-liked comments with correct like counts and text, all verified as grounded in the actual dataset output.", "timestamp": "2026-10-09T04:19:20.152Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-09T04:19:20.111Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:19:20.066Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The deterministic check 'cap' FAILED because commentsPerPost was not set (expected at most 20). The agent used topLevelCommentsPerPost:20 instead, which worked in this case but the schema's primary comment-limiting field commentsPerPost was omitted, which could cause issues in other scenarios.", "timestamp": "2026-10-09T04:19:20.027Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-09T04:19:19.980Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent successfully reported the 5 highest-liked comments with correct like counts and text, all verified as grounded in the actual dataset output.", "timestamp": "2026-10-09T04:19:19.933Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve items — no redundant calls.", "timestamp": "2026-10-09T04:19:19.893Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent sorted the 20 retrieved comments by diggCount and correctly identified the top 5, all grounded in the dataset (grounded check PASS).", "timestamp": "2026-10-09T04:19:19.833Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used postURLs with the correct URL, topLevelCommentsPerPost:20, and maxRepliesPerComment:0; however, the deterministic check flags that commentsPerPost was missing (cap FAIL), though topLevelCommentsPerPost was used as an alternative which still yielded 20 items correctly.", "timestamp": "2026-10-09T04:19:19.790Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-09T04:19:19.747Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:02:24.297Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-09T04:02:24.260Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 10 numbers found in Actor output", "timestamp": "2026-10-09T04:02:24.221Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-09T04:02:24.186Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-09T04:02:24.144Z", "metadata": {} }, "check.noReplies": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxRepliesPerComment", "timestamp": "2026-10-09T04:02:24.108Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): clockworks/tiktok-comments-scraper: commentsPerPost is missing (expected at most 20)", "timestamp": "2026-10-09T04:02:24.071Z", "metadata": {} }, "check.videoUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): postURLs[0]", "timestamp": "2026-10-09T04:02:24.024Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:02:23.941Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-09T04:02:23.850Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "PASS: The agent successfully reported the 5 highest-liked comments with correct like counts and text, all verified as grounded in the actual dataset output." }, { "scenarioId": "tiktok-comments-scraper-discovery-video-top-comments", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:02:08.900Z", "day": "2026-10-09", "traceId": "c317ee9e8d1ab7abcf9e55032083c6c4", "observationId": "17d824239bed278e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c317ee9e8d1ab7abcf9e55032083c6c4?observation=17d824239bed278e", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "find", "title": "tiktok-comments / find / video-top-comments", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned the 5 most-liked comments with accurate like counts and text drawn from the dataset, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line as instructed.", "timestamp": "2026-10-09T04:19:16.626Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned the 5 most-liked comments with accurate like counts and text drawn from the dataset, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line as instructed.", "timestamp": "2026-10-09T04:19:16.587Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-comments-scraper", "timestamp": "2026-10-09T04:19:16.549Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-09T04:19:16.506Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:19:16.439Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the right Actor, used proper inputs, utilized retrieved data accurately, handled the running state gracefully, and completed the task fully.", "timestamp": "2026-10-09T04:19:16.388Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-09T04:19:16.350Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned the 5 most-liked comments with accurate like counts and text drawn from the dataset, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line as instructed.", "timestamp": "2026-10-09T04:19:16.307Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls in a logical sequence: search, fetch details, call actor, poll for completion, get results — no redundant or wasted steps.", "timestamp": "2026-10-09T04:19:16.265Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run was still RUNNING after the initial 45-second wait, so the agent correctly polled with get-actor-run and waited for SUCCEEDED status before fetching results.", "timestamp": "2026-10-09T04:19:16.225Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched all 100 dataset items and correctly sorted them by diggCount to identify the top 5 most-liked comments, directly citing the text and like counts from the retrieved data.", "timestamp": "2026-10-09T04:19:16.184Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct video URL in postURLs, set commentsPerPost to 100, and maxRepliesPerComment to 0, which are all well-formed and appropriate inputs for the task.", "timestamp": "2026-10-09T04:19:16.129Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used clockworks/tiktok-comments-scraper, the intended Actor for extracting TikTok comments, confirmed by the deterministic rightActor check passing.", "timestamp": "2026-10-09T04:19:16.090Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:03:52.084Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-09T04:03:52.047Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-09T04:03:52.004Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:03:51.961Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-comments-scraper\"", "timestamp": "2026-10-09T04:03:51.883Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-09T04:03:51.798Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned the 5 most-liked comments with accurate like counts and text drawn from the dataset, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line as instructed." }, { "scenarioId": "indeed-scraper-usage-swe-skills", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:02:13.316Z", "day": "2026-10-09", "traceId": "59d8f945989b4fb329ec39d125fd7d29", "observationId": "e3c208a718b9d9e1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/59d8f945989b4fb329ec39d125fd7d29?observation=e3c208a718b9d9e1", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "use", "title": "indeed / use / swe-skills", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-09T04:19:23.752Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-09T04:19:23.664Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-09T04:19:23.617Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-09T04:19:23.572Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 3 Actor run(s), expected at most 2; check items: 60 items, expected at most 20", "timestamp": "2026-10-09T04:19:23.534Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-09T04:19:23.490Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 5 skills (AI, TypeScript, Python, API, React) grounded in real description text, and the answer matches the regex check; however it ran 3 actor calls collecting 60 items instead of capping at 20, and the final analysis only used 20 of those 60 items (the NY batch), so the task was partially completed but with significant process violations.", "timestamp": "2026-10-09T04:19:23.452Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran the actor 3 times (confirmed FAIL by deterministic check) when a single well-configured run should have sufficed; it also only analyzed descriptions from one of the three datasets (the New York one with 20 items) while ignoring the first batch of 4 items.", "timestamp": "2026-10-09T04:19:23.408Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first run returned only 4 items and the second run's data exceeded context limits, the agent adapted by running additional actor calls and using Bash/jq to process the saved file, which was reasonable recovery.", "timestamp": "2026-10-09T04:19:23.373Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent extracted descriptions from the dataset files using jq and grep, and the skill counts (AI:93, TypeScript:16, Python:11, API:11, React:9) are grounded in the actual retrieved text from the New York dataset.", "timestamp": "2026-10-09T04:19:23.331Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent failed to set maxItems (or equivalent cap) correctly — it used maxItemsPerSearch:20 but ran the actor 3 times without a global cap, resulting in 60 items total instead of 20; additionally the deterministic check confirms maxItems is missing as expected.", "timestamp": "2026-10-09T04:19:23.292Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used misceres/indeed-scraper to pull software engineer job postings, then used Bash for skill analysis, which are appropriate tools for this task.", "timestamp": "2026-10-09T04:19:23.249Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:03:52.845Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, items", "timestamp": "2026-10-09T04:03:52.805Z", "metadata": {} }, "check.descriptions": { "value": 1, "stringValue": null, "comment": "PASS (warn): 60 items ok", "timestamp": "2026-10-09T04:03:52.765Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 60 items, expected at most 20", "timestamp": "2026-10-09T04:03:52.724Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): misceres/indeed-scraper: maxItems is missing (expected at most 20); misceres/indeed-scraper: maxItems is missing (expected at most 20); misceres/indeed-scraper: maxItems is missing (expected at most 20)", "timestamp": "2026-10-09T04:03:52.684Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-09T04:03:52.626Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used misceres/indeed-scraper", "timestamp": "2026-10-09T04:03:52.588Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-10-09T04:03:52.549Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "cap", "ranOk" ], "judgeComment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2" }, { "scenarioId": "indeed-scraper-discovery-denver-marketing", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:02:13.922Z", "day": "2026-10-09", "traceId": "6d82efb73d620579fb49ad578ba6649b", "observationId": "5a0e5daeec3e9eaf", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6d82efb73d620579fb49ad578ba6649b?observation=5a0e5daeec3e9eaf", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "find", "title": "indeed / find / denver-marketing", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used curious_coder/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-09T04:19:09.732Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used curious_coder/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-09T04:19:09.622Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "curious_coder/indeed-scraper", "comment": "Actors the agent ran: curious_coder/indeed-scraper", "timestamp": "2026-10-09T04:19:09.586Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-09T04:19:09.550Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-09T04:19:09.518Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used curious_coder/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-09T04:19:09.478Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-09T04:19:09.441Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a table of 10 Denver coordinator postings with salary ranges and company ratings, fulfilling the benchmarking request, though it used the wrong actor (curious_coder instead of misceres) and the namedActor check failed.", "timestamp": "2026-10-09T04:19:09.408Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search, fetch details, run actor, get results) with no redundant steps — a direct and efficient path.", "timestamp": "2026-10-09T04:19:09.369Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items and accurately presented the title, company name, rating, and salary fields from the actual tool results in the final table.", "timestamp": "2026-10-09T04:19:09.333Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input used country='us', query='marketing coordinator', location='Denver, CO', radiusKm=25, count=10 — all well-formed and appropriate for the task.", "timestamp": "2026-10-09T04:19:09.289Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for discovering and running an Indeed scraper. However, it selected curious_coder/indeed-scraper instead of the intended misceres/indeed-scraper (rightActor: FAIL), though the chosen actor is a valid Indeed scraper that succeeded.", "timestamp": "2026-10-09T04:19:09.249Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:02:49.067Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-09T04:02:49.019Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:02:48.924Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"misceres/indeed-scraper\"", "timestamp": "2026-10-09T04:02:48.889Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used curious_coder/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-09T04:02:48.802Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "curious_coder/indeed-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used curious_coder/indeed-scraper; expected misceres/indeed-scraper" }, { "scenarioId": "amazon-reviews-scraper-usage-helpful-thirty", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:02:24.329Z", "day": "2026-10-09", "traceId": "3a595d5e3c2ce489af4ca15260d1b9e7", "observationId": "d7f56df942deaf9b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3a595d5e3c2ce489af4ca15260d1b9e7?observation=d7f56df942deaf9b", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "use", "title": "amazon-reviews / use / helpful-thirty", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-09T04:19:12.194Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-09T04:19:12.106Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-09T04:19:12.056Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:19:12.019Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED; check productUrl: junglee/amazon-reviews-scraper: productUrls[0].url is missing (expected to match /B0CWXNS552/)", "timestamp": "2026-10-09T04:19:11.983Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-09T04:19:11.942Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent only retrieved 10 reviews instead of the requested 30 (due to free plan limitations), and while it provided 3 complaints and 3 praises grounded in the actual data, the task explicitly asked for 30 reviews which was not achieved; the agent transparently noted this limitation.", "timestamp": "2026-10-09T04:19:11.903Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one fetch-actor-details call, then two call-actor calls (one failed due to wrong input format, one corrected and succeeded), then one get-dataset-items call — a total of 4 tool calls with only one wasted due to the input format error.", "timestamp": "2026-10-09T04:19:11.863Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with a validation error about input format (must be object), the agent immediately corrected the productUrls format from a plain string array to an array of objects with url property, and the second run succeeded.", "timestamp": "2026-10-09T04:19:11.819Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items and grounded its summary in actual review content — citing specific details like the Find My network dependency, speaker loudness, and pet tracking limitations that appear in the scraped reviews.", "timestamp": "2026-10-09T04:19:11.777Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call used productUrls as a plain string array (CALL-FAILED), but after seeing the validation error the agent corrected it to the required object format [{\"url\":\"...\"}] with maxReviews:30 and sort:\"helpful\", which succeeded. However, the deterministic check productUrl is FAIL because the first failed call used the wrong format and the second succeeded run is what matters — but the facts confirm productUrls[0].url is missing on the failed run, and the second run succeeded with correct format.", "timestamp": "2026-10-09T04:19:11.684Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-reviews-scraper, which is the exact actor named in the prompt, and also used fetch-actor-details and get-dataset-items appropriately.", "timestamp": "2026-10-09T04:19:11.649Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:03:36.294Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, productUrl", "timestamp": "2026-10-09T04:03:36.261Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-09T04:03:36.227Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-09T04:03:36.193Z", "metadata": {} }, "check.sortHelpful": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): sort", "timestamp": "2026-10-09T04:03:36.154Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxReviews", "timestamp": "2026-10-09T04:03:36.114Z", "metadata": {} }, "check.productUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper: productUrls[0].url is missing (expected to match /B0CWXNS552/)", "timestamp": "2026-10-09T04:03:36.081Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-09T04:03:36.042Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-09T04:03:35.990Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "productUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED" }, { "scenarioId": "amazon-reviews-scraper-discovery-product-complaints", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:02:31.090Z", "day": "2026-10-09", "traceId": "9bba10a1034cb27e96ed0c1cd71aae85", "observationId": "6c9d1414a7cd002b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9bba10a1034cb27e96ed0c1cd71aae85?observation=6c9d1414a7cd002b", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "find", "title": "amazon-reviews / find / product-complaints", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-09T04:19:05.851Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-09T04:19:05.763Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: junglee/amazon-reviews-scraper", "timestamp": "2026-10-09T04:19:05.723Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-09T04:19:05.688Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-09T04:19:05.654Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "The Actor run SUCCEEDED but returned only 10 items with the message 'To access more reviews in a single run, upgrade to the Starter plan.' The agent did not flag this limitation to the user or attempt an alternative approach, resulting in a summary based on only 10 reviews instead of the requested 30.", "timestamp": "2026-10-09T04:19:05.610Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-09T04:19:05.569Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task asked for 30 most helpful reviews but the Actor only returned 10 (free tier limit), so the agent summarized only 10 reviews rather than 30; the task was partially completed but the 30-review requirement was not met.", "timestamp": "2026-10-09T04:19:05.532Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent fetched details for two actors (junglee and delicious_zebu) in parallel before deciding, which added a minor unnecessary step, but overall the path was reasonably direct with search, fetch details, call actor, get dataset items.", "timestamp": "2026-10-09T04:19:05.496Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'must be object' validation error, the agent immediately corrected the productUrls format from strings to objects and successfully reran the Actor.", "timestamp": "2026-10-09T04:19:05.459Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 reviews from the dataset and directly cited specific review content (e.g., the camping/remote area complaint, the speaker loudness issue, the precision finding praise) in its summary.", "timestamp": "2026-10-09T04:19:05.413Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed because productUrls was passed as an array of strings instead of objects; the agent corrected this on the second call using [{\"url\": \"https://www.amazon.com/dp/B0CWXNS552\"}] with maxReviews:30 and sort:\"helpful\", which matched the schema.", "timestamp": "2026-10-09T04:19:05.379Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-reviews-scraper, the intended Actor for extracting Amazon product reviews, confirmed by the rightActor PASS check.", "timestamp": "2026-10-09T04:19:05.344Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:03:39.009Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-09T04:03:38.972Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-09T04:03:38.932Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-reviews-scraper\"", "timestamp": "2026-10-09T04:03:38.871Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-09T04:03:38.831Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "amazon-crawler-usage-earbuds-search-url", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:02:49.102Z", "day": "2026-10-09", "traceId": "bb8f066fa71b3df69fea0f0632446e15", "observationId": "6badb61ee7bb45f8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/bb8f066fa71b3df69fea0f0632446e15?observation=6badb61ee7bb45f8", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "use", "title": "amazon / use / earbuds-search-url", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-09T04:19:03.788Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-09T04:19:03.542Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-09T04:19:03.474Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-09T04:19:03.332Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED; check searchUrl: junglee/amazon-crawler: categoryOrProductUrls[0].url is missing (expected to match /amazon\\.com/s\\?k=wireless\\+earbuds/)", "timestamp": "2026-10-09T04:19:03.256Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-09T04:19:03.217Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent successfully scraped and reported 9-10 products with prices and ratings from the wireless earbuds search, presenting them in a clear table with price and rating as requested, all grounded in the retrieved dataset items.", "timestamp": "2026-10-09T04:19:03.176Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: one to fetch actor details, one failed call, one corrected call, and one to get dataset items - a reasonable path with only one retry needed due to input format error.", "timestamp": "2026-10-09T04:19:03.129Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed due to input validation (plain string URL instead of object), the agent immediately recognized the issue and corrected the input format in the second call, which succeeded.", "timestamp": "2026-10-09T04:19:03.080Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from the successful run and directly used the returned title, price.value, price.currency, stars, and reviewsCount fields to populate the final answer table.", "timestamp": "2026-10-09T04:19:03.043Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed because the agent passed a plain string URL array instead of an array of objects with 'url' property; the second call correctly used [{\"url\": \"https://www.amazon.com/s?k=wireless+earbuds\"}] with maxItemsPerStartUrl=10, which succeeded. However, the deterministic check 'searchUrl' is marked FAIL because the first run (CALL-FAILED) had missing categoryOrProductUrls[0].url, and the second run succeeded with the correct URL format.", "timestamp": "2026-10-09T04:19:03.003Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected junglee/amazon-crawler and used fetch-actor-details, call-actor, and get-dataset-items tools, which are appropriate for this task.", "timestamp": "2026-10-09T04:19:02.958Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:03:31.815Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, searchUrl", "timestamp": "2026-10-09T04:03:31.776Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-09T04:03:31.736Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-09T04:03:31.699Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-09T04:03:31.659Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxItemsPerStartUrl", "timestamp": "2026-10-09T04:03:31.622Z", "metadata": {} }, "check.searchUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler: categoryOrProductUrls[0].url is missing (expected to match /amazon\\.com/s\\?k=wireless\\+earbuds/)", "timestamp": "2026-10-09T04:03:31.524Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-09T04:03:31.480Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-crawler", "timestamp": "2026-10-09T04:03:31.394Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "searchUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED" }, { "scenarioId": "amazon-crawler-discovery-wireless-earbuds", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:03:31.852Z", "day": "2026-10-09", "traceId": "dc9848b765cec44adcacbccba60efe3e", "observationId": "1b56407a9c718c7a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/dc9848b765cec44adcacbccba60efe3e?observation=1b56407a9c718c7a", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "find", "title": "amazon / find / wireless-earbuds", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run bgTGwIva17mdjMrTB (automly/amazon-bestsellers-scraper) FAILED", "timestamp": "2026-10-09T04:18:58.611Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:18:58.518Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent searched with 'Amazon products bestselling' and found several third-party actors but never discovered junglee/amazon-crawler, which is the intended and correct actor. The search-actors call returned yasmany.casanova, pintostudio, codenest, humble-echidna, and automly actors instead of junglee/amazon-crawler, leading the agent down an inefficient path of trying multiple wrong actors.", "timestamp": "2026-10-09T04:18:58.484Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "14 tool calls valid", "timestamp": "2026-10-09T04:18:58.442Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns and never delivered a final answer with 10 wireless earbuds products with prices and ratings; the final message is just a description of what it was about to do, not a completed result.", "timestamp": "2026-10-09T04:18:58.406Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 8 actor runs (against an expected maximum of 3), trying multiple actors and URL formats in an inefficient manner, and still ran out of turns without completing the task.", "timestamp": "2026-10-09T04:18:58.370Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When actors returned 0 results or invalid URL errors, the agent tried alternative actors and different URL formats, showing reasonable recovery attempts, though it never succeeded in getting the right data presented.", "timestamp": "2026-10-09T04:18:58.327Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns before presenting a final answer with the retrieved data; the last successful run (RD7b6Iqc8HPKRgJH6) returned 60 items but the agent never fetched or presented those results to the user.", "timestamp": "2026-10-09T04:18:58.239Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "Most inputs were well-formed; the agent correctly used bestsellerUrls, categoryUrls, and maxItems parameters. However, some attempts used invalid URL formats (e.g., search URLs instead of bestseller category URLs), causing failures.", "timestamp": "2026-10-09T04:18:58.193Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Amazon scraping actors and tried multiple alternatives (yasmany.casanova/amazon-bestsellers-scraper, codenest/amazon-best-sellers-scraper, humble-echidna/amazon-products, automly/amazon-bestsellers-scraper) but never found or used the intended junglee/amazon-crawler, which is the correct actor for this task.", "timestamp": "2026-10-09T04:18:58.154Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run bgTGwIva17mdjMrTB (automly/amazon-bestsellers-scraper) FAILED", "timestamp": "2026-10-09T04:06:32.846Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, shape", "timestamp": "2026-10-09T04:06:32.811Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\d+[.,]\\d{2}/", "timestamp": "2026-10-09T04:06:32.755Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 8 Actor run(s), expected at most 3", "timestamp": "2026-10-09T04:06:32.711Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"junglee/amazon-crawler\"", "timestamp": "2026-10-09T04:06:32.628Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used yasmany.casanova/amazon-bestsellers-scraper, codenest/amazon-best-sellers-scraper, humble-echidna/amazon-products, automly/amazon-bestsellers-scraper; expected junglee/amazon-crawler", "timestamp": "2026-10-09T04:06:32.539Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "shape", "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:03:36.365Z", "day": "2026-10-09", "traceId": "aa413b210b51f0f2d74dacec329b2bdd", "observationId": "e2b54b6bd808205d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/aa413b210b51f0f2d74dacec329b2bdd?observation=e2b54b6bd808205d", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-09T04:18:56.098Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-09T04:18:56.013Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-09T04:18:55.970Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:18:55.931Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-09T04:18:55.896Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-09T04:18:55.862Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final run crawled 11 pages (exceeding the 10-page cap), included pages outside the platform section (Academy pages), did not set saveHtml=true (used saveHtmlAsFile instead), and lacked includeUrlGlobs filtering—all confirmed by the deterministic checks (sectionFilter FAIL, saveHtml FAIL, items FAIL).", "timestamp": "2026-10-09T04:18:55.827Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 Actor runs (one failed validation, two returned only 1 page each, one final run) when ideally 1-2 runs should have sufficed; the multiple failed attempts indicate inefficient iteration.", "timestamp": "2026-10-09T04:18:55.787Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with input validation error, the agent corrected the format; when subsequent runs returned only 1 page due to overly restrictive exclude globs, the agent adjusted by removing the exclude pattern and trying again.", "timestamp": "2026-10-09T04:18:55.751Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the dataset items and key-value store records and used the actual returned data (URLs, htmlUrl links, markdown content) to compose its final answer.", "timestamp": "2026-10-09T04:18:55.714Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent failed to include `saveHtml: true` (used `saveHtmlAsFile` which is a different field per the schema), never set `includeUrlGlobs` correctly in the final successful run (run OXgWIjcNUYOGnFyA6 omitted includeUrlGlobs entirely), and the final run crawled pages outside the platform section (e.g., Academy pages like scraping-basics-javascript).", "timestamp": "2026-10-09T04:18:55.678Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/website-content-crawler for crawling docs and used appropriate supporting tools (fetch-actor-details, get-dataset-items, get-key-value-store-record) to complete the task.", "timestamp": "2026-10-09T04:18:55.642Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:07:23.716Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-09T04:07:23.674Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 13 items, expected at most 10", "timestamp": "2026-10-09T04:07:23.627Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true)", "timestamp": "2026-10-09T04:07:23.576Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs is missing (expected to be set)", "timestamp": "2026-10-09T04:07:23.501Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 4 run(s): maxCrawlPages", "timestamp": "2026-10-09T04:07:23.456Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s): startUrls[0].url", "timestamp": "2026-10-09T04:07:23.374Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-09T04:07:23.322Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-09T04:07:23.173Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter", "ranOk" ], "judgeComment": "FAIL: check ranOk: 4 Actor run(s), expected at most 2" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:03:39.052Z", "day": "2026-10-09", "traceId": "6b90d7b7c55d17cbc50132d747704e8e", "observationId": "fb0f52474b22b8d1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6b90d7b7c55d17cbc50132d747704e8e?observation=fb0f52474b22b8d1", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used fetchbase/website-to-markdown; expected apify/website-content-crawler", "timestamp": "2026-10-09T04:18:52.642Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used fetchbase/website-to-markdown; expected apify/website-content-crawler", "timestamp": "2026-10-09T04:18:52.561Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "fetchbase/website-to-markdown", "comment": "Actors the agent ran: fetchbase/website-to-markdown", "timestamp": "2026-10-09T04:18:52.518Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-09T04:18:52.483Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:18:52.449Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used fetchbase/website-to-markdown; expected apify/website-content-crawler", "timestamp": "2026-10-09T04:18:52.412Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-09T04:18:52.373Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent used the wrong actor (fetchbase/website-to-markdown instead of apify/website-content-crawler), the start URL input was missing per the harness check, the page cap was not properly set, and the reported page count (18) contradicts the harness fact of 20 dataset items; the task required the correct LLM-ready crawler actor.", "timestamp": "2026-10-09T04:18:52.337Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent searched, fetched actor details, called the actor, polled four times (reasonable given the run was still in progress), and retrieved results — a direct and efficient path with no pointless repetition.", "timestamp": "2026-10-09T04:18:52.295Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items via get-dataset-items and correctly reported five real page titles (Actors and emojis, Emails to Actor users, How to create a great input schema, SEO, Marketing checklist) that appear in the tool result preview.", "timestamp": "2026-10-09T04:18:52.233Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed urls=[\"https://docs.apify.com/academy\"], crawl=true, maxPages=20, and other sensible parameters; however the deterministic check startUrl FAIL shows the actor's actual input used startUrls[0].url (missing) rather than the urls field, and pageCap FAIL shows maxCrawlPages was missing — the actor's own input schema uses 'urls' and 'maxPages' not 'startUrls'/'maxCrawlPages', so the agent's field names matched the chosen actor's schema but the harness checked against the expected actor's schema.", "timestamp": "2026-10-09T04:18:52.178Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose fetchbase/website-to-markdown instead of the intended apify/website-content-crawler; the deterministic check rightActor is FAIL, confirming the wrong actor was selected despite the correct actor being available in the store.", "timestamp": "2026-10-09T04:18:52.144Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:07:27.430Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, startUrl", "timestamp": "2026-10-09T04:07:27.381Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): fetchbase/website-to-markdown: maxCrawlPages is missing (expected at most 20)", "timestamp": "2026-10-09T04:07:27.313Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: fetchbase/website-to-markdown: startUrls[0].url is missing (expected to match /docs\\.apify\\.com/academy/)", "timestamp": "2026-10-09T04:07:27.245Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:07:27.205Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-09T04:07:27.165Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used fetchbase/website-to-markdown; expected apify/website-content-crawler", "timestamp": "2026-10-09T04:07:27.115Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "fetchbase/website-to-markdown", "infraOk": true, "failedChecks": [ "pageCap", "startUrl", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used fetchbase/website-to-markdown; expected apify/website-content-crawler" }, { "scenarioId": "web-scraper-usage-coinmarketcap-top-ten", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:03:52.116Z", "day": "2026-10-09", "traceId": "d83ec5b26cc17cdde23a26adce58a281", "observationId": "db5e55afda7dcbdc", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d83ec5b26cc17cdde23a26adce58a281?observation=db5e55afda7dcbdc", "subject": "apify/web-scraper", "owner": "universe", "skill": "use", "title": "web / use / coinmarketcap-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: apify/web-scraper run : CALL-FAILED", "timestamp": "2026-10-09T04:18:49.562Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: apify/web-scraper run : CALL-FAILED", "timestamp": "2026-10-09T04:18:49.476Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-09T04:18:49.429Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:18:49.372Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: apify/web-scraper run : CALL-FAILED", "timestamp": "2026-10-09T04:18:49.337Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-09T04:18:49.299Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The dataset returned 10 items but the page function's selectors produced duplicate/garbled entries (e.g., '$45.23B' as a name), so the agent could only cleanly report 4 of the 10 required cryptocurrencies, leaving 6 as 'Not captured in results' with invented names like Solana, XRP, Dogecoin from memory rather than actual scraped data.", "timestamp": "2026-10-09T04:18:49.252Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one unnecessary failed call due to missing proxyConfiguration that could have been avoided by reading the schema more carefully, but recovered quickly with only one retry.", "timestamp": "2026-10-09T04:18:49.194Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with input validation error due to missing proxyConfiguration, the agent immediately retried with the corrected input including proxyConfiguration, which succeeded.", "timestamp": "2026-10-09T04:18:49.160Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned (Bitcoin $82,384.47, Ethereum $2,491.27, Tether $0.9991, BNB $740.66) rather than inventing data, and correctly noted that only 4 were captured from the 10 dataset items.", "timestamp": "2026-10-09T04:18:49.126Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed due to missing proxyConfiguration (input validation error), but the agent corrected this in the second call which succeeded with proper startUrls, pageFunction, injectJQuery, maxPagesPerCrawl, and proxyConfiguration fields.", "timestamp": "2026-10-09T04:18:49.069Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/web-scraper for scraping CoinMarketCap, which is the intended subject named in the prompt.", "timestamp": "2026-10-09T04:18:49.015Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:05:12.626Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-09T04:05:12.554Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\$\\s?\\d[\\d,]*\\.\\d{2}/", "timestamp": "2026-10-09T04:05:12.486Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-09T04:05:12.445Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxPagesPerCrawl", "timestamp": "2026-10-09T04:05:12.407Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): pageFunction", "timestamp": "2026-10-09T04:05:12.370Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): startUrls[0].url", "timestamp": "2026-10-09T04:05:12.326Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/web-scraper run : CALL-FAILED", "timestamp": "2026-10-09T04:05:12.284Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-10-09T04:05:12.246Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: check ranOk: apify/web-scraper run : CALL-FAILED" }, { "scenarioId": "web-scraper-discovery-waterstones-headless", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:03:52.877Z", "day": "2026-10-09", "traceId": "b042d077d91b454aa947e580493ee272", "observationId": "47a4bbd2cc149abf", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b042d077d91b454aa947e580493ee272?observation=47a4bbd2cc149abf", "subject": "apify/web-scraper", "owner": "universe", "skill": "find", "title": "web / find / waterstones-headless", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run Q6GaF0Ng0Cv4elhjL (apify/ai-web-scraper) FAILED", "timestamp": "2026-10-09T04:18:43.856Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:18:43.759Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent correctly selected apify/web-scraper and wrote a valid pageFunction, but when it received 403 errors it abandoned the correct actor instead of adjusting proxy settings (e.g., trying RESIDENTIAL proxy group). It then pivoted to wrong actors without pageFunction or pageCap, and concluded by naming ecomscrape/cloudflare-web-scraper-ppe as the used actor despite the task requiring apify/web-scraper. The reasoning failure—not the Actor itself—caused the task to fail.", "timestamp": "2026-10-09T04:18:43.722Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-09T04:18:43.683Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required showing 10 product names and prices from the Waterstones page, but no products were extracted from any run; the agent returned zero dataset items and the final answer names the wrong actor.", "timestamp": "2026-10-09T04:18:43.643Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made two unnecessary additional actor runs (ai-web-scraper and cloudflare-web-scraper-ppe) after the primary actor failed, rather than attempting to fix the proxy configuration on apify/web-scraper itself, and the final answer names the wrong actor (ecomscrape/cloudflare-web-scraper-ppe instead of apify/web-scraper).", "timestamp": "2026-10-09T04:18:43.605Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When apify/web-scraper returned 403 errors, the agent attempted two alternative actors (ai-web-scraper and cloudflare-web-scraper-ppe), but these also failed and the agent gave up rather than trying different proxy configurations or adjusting the web-scraper input (e.g., using residential proxies or different proxy groups).", "timestamp": "2026-10-09T04:18:43.563Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the error data from the dataset (403 blocking errors) and used that information to explain why the scrape failed, rather than inventing results.", "timestamp": "2026-10-09T04:18:43.521Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The apify/web-scraper call was well-formed with correct startUrls, a proper pageFunction using jQuery, injectJQuery:true, proxyConfiguration, and maxPagesPerCrawl:1. The subsequent actor calls lacked pageFunction and maxPagesPerCrawl as noted in the deterministic checks.", "timestamp": "2026-10-09T04:18:43.479Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/web-scraper (the intended actor) as its first choice, which is the right tool for browser-based scraping with a custom page function. However, it then unnecessarily tried apify/ai-web-scraper and ecomscrape/cloudflare-web-scraper-ppe after the first failure.", "timestamp": "2026-10-09T04:18:43.443Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run Q6GaF0Ng0Cv4elhjL (apify/ai-web-scraper) FAILED; Actor run TW6ERRRrI7ClRTmEg (ecomscrape/cloudflare-web-scraper-ppe) FAILED", "timestamp": "2026-10-09T04:05:09.246Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: pageFunction", "timestamp": "2026-10-09T04:05:09.209Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper: maxPagesPerCrawl is missing (expected at most 5); ecomscrape/cloudflare-web-scraper-ppe: maxPagesPerCrawl is missing (expected at most 5)", "timestamp": "2026-10-09T04:05:09.168Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: apify/ai-web-scraper: pageFunction is missing (expected to be set); ecomscrape/cloudflare-web-scraper-ppe: pageFunction is missing (expected to be set)", "timestamp": "2026-10-09T04:05:09.121Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper run Q6GaF0Ng0Cv4elhjL: FAILED; ecomscrape/cloudflare-web-scraper-ppe run TW6ERRRrI7ClRTmEg: FAILED", "timestamp": "2026-10-09T04:05:09.039Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/web-scraper\"", "timestamp": "2026-10-09T04:05:08.997Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-10-09T04:05:08.914Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pageCap", "pageFunction", "ranOk" ], "judgeComment": null }, { "scenarioId": "rag-web-browser-usage-sf-startups-markdown", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:04:43.724Z", "day": "2026-10-09", "traceId": "19ca9d31246e1280b872a90bb12df05a", "observationId": "d1d92e987de7bfc3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/19ca9d31246e1280b872a90bb12df05a?observation=d1d92e987de7bfc3", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "use", "title": "rag-web-browser / use / sf-startups-markdown", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-09T04:18:40.906Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-09T04:18:40.816Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-09T04:18:40.759Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-09T04:18:40.710Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The dataset items stored Google redirect URLs in searchResult.url and the metadata.url fields returned null when projected, leaving the agent unable to surface the actual destination URLs. The agent had to guess/infer URLs like 'https://fundraiseinsider.com/blog/list-of-funded-startups-in-san-francisco-2026/' which were not present in the retrieved data, causing the final answer to present invented URLs rather than verified ones.", "timestamp": "2026-10-09T04:18:40.674Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-09T04:18:40.635Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned only 4 results instead of the requested 5 (one page had empty markdown), and the URLs presented in the final answer (e.g., fundraiseinsider.com, ycombinator.com) appear to be inferred/guessed since the actual dataset URLs were Google redirect URLs and metadata.url fields returned null — the agent did not extract the actual destination URLs from the data.", "timestamp": "2026-10-09T04:18:40.595Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed 3 jq calls to work around the field naming issue and large file size, which added some overhead, but the overall path was reasonably direct given the constraints encountered.", "timestamp": "2026-10-09T04:18:40.537Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When get-dataset-items returned a file too large for direct display, the agent correctly used Bash/jq to extract the needed fields; when the first jq attempt returned null values due to dot-notation field names, the agent adapted by using bracket notation to successfully retrieve the data.", "timestamp": "2026-10-09T04:18:40.484Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent extracted markdown content from the dataset items using jq and based summaries on the actual scraped content (e.g., citing '2526 Y Combinator-funded startups', 'Deel (5,000 employees)', '1,258+ startups' from the markdown), not from memory.", "timestamp": "2026-10-09T04:18:40.426Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/rag-web-browser with query='fastest growing startups in San Francisco 2026', maxResults=5, and outputFormats=['markdown'], which matches the required input schema perfectly.", "timestamp": "2026-10-09T04:18:40.388Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to understand the actor schema, then call-actor with apify/rag-web-browser, and get-dataset-items to retrieve results — all appropriate tools for the task.", "timestamp": "2026-10-09T04:18:40.343Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:05:50.671Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-09T04:05:50.632Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-10-09T04:05:50.596Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-09T04:05:50.556Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-09T04:05:50.518Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): query", "timestamp": "2026-10-09T04:05:50.479Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:05:50.340Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/rag-web-browser", "timestamp": "2026-10-09T04:05:50.257Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "rag-web-browser-discovery-web-search-with-sources", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:05:09.282Z", "day": "2026-10-09", "traceId": "e0bdfa74f4fee98c05c832234139e160", "observationId": "08bc527bd2726824", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e0bdfa74f4fee98c05c832234139e160?observation=08bc527bd2726824", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "find", "title": "rag-web-browser / find / web-search-with-sources", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-09T04:18:37.992Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-09T04:18:37.898Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "none", "comment": "the agent ran no Actor", "timestamp": "2026-10-09T04:18:37.855Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-09T04:18:37.821Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:18:37.783Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-09T04:18:37.744Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent failed to use apify/rag-web-browser as required by the task, explicitly stating 'Not applicable - used WebSearch and WebFetch tools instead of an Apify Actor', which means the task as specified on the Apify platform was not completed correctly.", "timestamp": "2026-10-09T04:18:37.703Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 7 tool calls including two failed fetches (IMDB 403, Hollywood Reporter 402/redirect) and one uninformative Box Office Mojo result, but ultimately found the data in 2 useful sources; the path was somewhat inefficient but not excessively so.", "timestamp": "2026-10-09T04:18:37.668Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When Box Office Mojo returned no revenue data, IMDB returned 403, and Hollywood Reporter returned 402, the agent moved on to alternative sources (The Numbers, Wikipedia) and successfully retrieved the needed data.", "timestamp": "2026-10-09T04:18:37.627Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used data returned from Wikipedia and The Numbers fetches to construct the final answer, quoting specific figures like '$1,110,526,981' from The Numbers and '$1,108.6 million' from Wikipedia.", "timestamp": "2026-10-09T04:18:37.591Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The WebSearch and WebFetch calls used sensible queries and URLs (Wikipedia, The Numbers, Box Office Mojo) relevant to the task, so the arguments themselves were well-formed.", "timestamp": "2026-10-09T04:18:37.555Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used WebSearch and WebFetch tools instead of the required apify/rag-web-browser Actor, which is the intended tool for this task on the Apify platform. The deterministic checks confirm no Actor run was triggered.", "timestamp": "2026-10-09T04:18:37.453Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:05:58.950Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, query", "timestamp": "2026-10-09T04:05:58.909Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-10-09T04:05:58.834Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-09T04:05:58.790Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-09T04:05:58.745Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/rag-web-browser\"", "timestamp": "2026-10-09T04:05:58.681Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-09T04:05:58.508Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "none", "infraOk": true, "failedChecks": [ "query", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser" }, { "scenarioId": "cheerio-scraper-usage-foyles-manga-two-hops", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:05:12.672Z", "day": "2026-10-09", "traceId": "30ae43885dc2a110c21ed55e9f6b7e01", "observationId": "11a7ea90e54bf237", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/30ae43885dc2a110c21ed55e9f6b7e01?observation=11a7ea90e54bf237", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "use", "title": "cheerio / use / foyles-manga-two-hops", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 7 Actor run(s), expected at most 2", "timestamp": "2026-10-09T04:18:36.633Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 7 Actor run(s), expected at most 2", "timestamp": "2026-10-09T04:18:36.549Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-09T04:18:36.513Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:18:36.429Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 7 Actor run(s), expected at most 2", "timestamp": "2026-10-09T04:18:36.395Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-09T04:18:36.358Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No book data (title/price JSON objects) was ever retrieved; all runs produced 0 usable dataset items due to the website returning 403 errors, so the task of showing 5 books with title and price was not completed.", "timestamp": "2026-10-09T04:18:36.318Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 7 Actor runs (3 failed on input validation, 4 succeeded with 0 items) when at most 2 were expected per the facts; the first 3 runs failed due to the same pseudoUrls format issue that could have been caught by reading the schema more carefully, and subsequent runs repeated essentially the same failing approach against a 403-blocking site.", "timestamp": "2026-10-09T04:18:36.278Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent correctly identified the 403 blocking issue from the dataset error messages and attempted multiple recovery strategies (custom headers, pre-navigation hooks with browser-like User-Agent), though none succeeded. However, the agent made 7 total runs when it should have stopped earlier or tried a fundamentally different approach sooner.", "timestamp": "2026-10-09T04:18:36.241Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items from run MLkmoaGD4N75W2lVl and correctly identified the 403 blocking error from the error messages, using that information to guide subsequent attempts.", "timestamp": "2026-10-09T04:18:36.209Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first three calls failed due to input validation errors (pseudoUrls format was wrong - strings instead of objects with 'purl' key), but the agent eventually corrected this. The depth (maxCrawlingDepth:2) and page cap (maxPagesPerCrawl:20) were correctly set throughout, and startUrls were correct.", "timestamp": "2026-10-09T04:18:36.172Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/cheerio-scraper as specified in the task, and used fetch-actor-details, call-actor, and get-dataset-items which are the appropriate tools for this workflow.", "timestamp": "2026-10-09T04:18:36.131Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:07:02.587Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-09T04:07:02.536Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 items, expected at least 1", "timestamp": "2026-10-09T04:07:02.499Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 7 run(s): maxPagesPerCrawl", "timestamp": "2026-10-09T04:07:02.463Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 7 run(s): maxCrawlingDepth", "timestamp": "2026-10-09T04:07:02.394Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 7 run(s): pageFunction", "timestamp": "2026-10-09T04:07:02.344Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 7 run(s): startUrls[0].url", "timestamp": "2026-10-09T04:07:02.302Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 7 Actor run(s), expected at most 2", "timestamp": "2026-10-09T04:07:02.218Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/cheerio-scraper", "timestamp": "2026-10-09T04:07:02.086Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "ranOk" ], "judgeComment": "FAIL: check ranOk: 7 Actor run(s), expected at most 2" }, { "scenarioId": "cheerio-scraper-discovery-ikea-static-catalog", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:05:50.707Z", "day": "2026-10-09", "traceId": "6de0ef6493c9715cadaa42a764497cb4", "observationId": "fcbf93ba500f4317", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6de0ef6493c9715cadaa42a764497cb4?observation=fcbf93ba500f4317", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "find", "title": "cheerio / find / ikea-static-catalog", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-09T04:18:28.784Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-09T04:18:28.697Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "pintostudio/ikea-products-bycategory", "comment": "Actors the agent ran: pintostudio/ikea-products-bycategory", "timestamp": "2026-10-09T04:18:28.660Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-09T04:18:28.624Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:18:28.586Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-09T04:18:28.546Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-09T04:18:28.510Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required using apify/cheerio-scraper with a custom pageFunction, but the agent used pintostudio/ikea-products-bycategory (an API-based actor, not a Cheerio HTML scraper), missing the pageFunction and maxPagesPerCrawl requirements; all three deterministic checks for rightActor, namedActor, and pageFunction are FAIL.", "timestamp": "2026-10-09T04:18:28.470Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran two searches, fetched actor details, called the actor, and then made multiple jq queries to extract the right fields — a reasonable path with no pointless repetition.", "timestamp": "2026-10-09T04:18:28.438Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the dataset fetch returned an oversized result, the agent correctly used Bash/jq to parse the saved file and extract the needed fields.", "timestamp": "2026-10-09T04:18:28.402Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used jq to parse the dataset file and correctly extracted product names and prices from the returned data, presenting real results like STORKLINTA £139 and FÅGELFJÄLLET £199.", "timestamp": "2026-10-09T04:18:28.364Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed categoryUrl, localeCode, page, and perPage=10 to the actor, which are valid inputs per the schema; however, the wrong actor was chosen so the inputs are correct for the wrong tool.", "timestamp": "2026-10-09T04:18:28.321Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose pintostudio/ikea-products-bycategory instead of apify/cheerio-scraper; the task explicitly asked for a lightweight non-browser HTML scraper with a custom page function, but the agent picked a specialized IKEA API-based actor. The rightActor check is FAIL.", "timestamp": "2026-10-09T04:18:28.281Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:07:02.946Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-10-09T04:07:02.902Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): pintostudio/ikea-products-bycategory: maxPagesPerCrawl is missing (expected at most 5)", "timestamp": "2026-10-09T04:07:02.865Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: pintostudio/ikea-products-bycategory: pageFunction is missing (expected to be set)", "timestamp": "2026-10-09T04:07:02.825Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:07:02.786Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/cheerio-scraper\"", "timestamp": "2026-10-09T04:07:02.747Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-09T04:07:02.707Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "pintostudio/ikea-products-bycategory", "infraOk": true, "failedChecks": [ "pageCap", "pageFunction", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper" }, { "scenarioId": "ai-web-scraper-usage-apify-store-first-page", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:05:58.987Z", "day": "2026-10-09", "traceId": "34273c5e3faff54e778032f8d6fafb3d", "observationId": "b7bc02c5ac808ab7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/34273c5e3faff54e778032f8d6fafb3d?observation=b7bc02c5ac808ab7", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "use", "title": "ai-web / use / apify-store-first-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent produced a comprehensive table with all four required fields (name, description, rating, users) for 36 actors from the first page of apify.com/store, grounded in the scraped markdown data.", "timestamp": "2026-10-09T04:18:27.081Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent produced a comprehensive table with all four required fields (name, description, rating, users) for 36 actors from the first page of apify.com/store, grounded in the scraped markdown data.", "timestamp": "2026-10-09T04:18:27.042Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-09T04:18:27.005Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:18:26.961Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first get-dataset-items call with fields='data.name,data.description,data.rating,data.number_of_users' returned an empty item {}, forcing an extra round-trip. The Actor stored data in markdown rather than structured fields, so the dot-notation field projection failed silently. The output format should either reliably populate structured fields or the summary should warn that field projection may not work when data is in markdown form.", "timestamp": "2026-10-09T04:18:26.924Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-09T04:18:26.854Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a comprehensive table with all four required fields (name, description, rating, users) for 36 actors from the first page of apify.com/store, grounded in the scraped markdown data.", "timestamp": "2026-10-09T04:18:26.816Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 5 tool calls: fetch-actor-details, call-actor, get-dataset-items (with fields), get-dataset-items (without fields), and Read - the extra get-dataset-items call was necessary due to the empty result from field projection, making the path reasonably efficient.", "timestamp": "2026-10-09T04:18:26.777Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first get-dataset-items call with field projection returned an empty item {}, the agent immediately retried without field filtering to get the full data, successfully recovering.", "timestamp": "2026-10-09T04:18:26.733Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the full markdown output from the dataset and extracted actor names, descriptions, ratings, and user counts directly from the scraped markdown content visible in the tool results (e.g., TikTok Scraper 315K 4.8, Instagram Scraper 422K 4.7, etc.).", "timestamp": "2026-10-09T04:18:26.621Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used extractionMode='single' which is correct for one-page extraction, provided the correct startUrl, and a good prompt. However, the deterministic check 'onePage' FAILED because maxPagesToVisit was not set - though this is not needed in single mode per the schema ('Ignored in Single page mode'), so the input was actually correct for the chosen mode.", "timestamp": "2026-10-09T04:18:26.583Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with apify/ai-web-scraper, then get-dataset-items to retrieve results, and Read to access the full output - all appropriate tools for this task.", "timestamp": "2026-10-09T04:18:26.542Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:07:10.551Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-09T04:07:10.512Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-09T04:07:10.478Z", "metadata": {} }, "check.onePage": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper: maxPagesToVisit is missing (expected at most 3)", "timestamp": "2026-10-09T04:07:10.442Z", "metadata": {} }, "check.promptGiven": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): prompt", "timestamp": "2026-10-09T04:07:10.405Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-09T04:07:10.331Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:07:10.290Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-10-09T04:07:10.208Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "onePage" ], "judgeComment": "PASS: The agent produced a comprehensive table with all four required fields (name, description, rating, users) for 36 actors from the first page of apify.com/store, grounded in the scraped markdown data." }, { "scenarioId": "ai-web-scraper-discovery-climate-articles-three-sites", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:06:32.896Z", "day": "2026-10-09", "traceId": "25a3aae1d24dd6e5a4896ea650a3424c", "observationId": "d060ce63854a2bb1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/25a3aae1d24dd6e5a4896ea650a3424c?observation=d060ce63854a2bb1", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "find", "title": "ai-web / find / climate-articles-three-sites", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-09T04:18:26.987Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-09T04:18:26.900Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: neuralverge/neuralverge-ai-extract, apify/ai-web-scraper", "timestamp": "2026-10-09T04:18:26.860Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-09T04:18:26.822Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-09T04:18:26.786Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "The agent spent 3 wasted actor runs on neuralverge/neuralverge-ai-extract (which appeared in search results for 'web scraper URLs') before finding apify/ai-web-scraper. If apify/ai-web-scraper had ranked higher or been found in the first search for 'news scraper articles', the agent would have avoided the wrong-actor detour and the promptGiven/pageCap failures on neuralverge.", "timestamp": "2026-10-09T04:18:26.709Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "12 tool calls valid", "timestamp": "2026-10-09T04:18:26.671Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer only retrieved articles from 1 of 3 sites (Guardian only, BBC got 404, Reuters failed), could not provide author names, and the task required articles from all 3 sites with counts and 3 examples across sites.", "timestamp": "2026-10-09T04:18:26.549Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 3 unnecessary neuralverge actor calls before finding the correct apify/ai-web-scraper, and made an additional failed call to ai-web-scraper due to wrong input format, resulting in 5 total actor runs when at most 3 were expected.", "timestamp": "2026-10-09T04:18:26.509Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When neuralverge returned fetch errors and BBC/Reuters returned no data, the agent searched for a better actor and switched to apify/ai-web-scraper; when the first ai-web-scraper call failed due to input validation (strings instead of objects), the agent corrected the format and resubmitted successfully.", "timestamp": "2026-10-09T04:18:26.472Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent correctly retrieved dataset items from the successful apify/ai-web-scraper run and used the actual article titles and dates from the Guardian markdown content in its final answer.", "timestamp": "2026-10-09T04:18:26.432Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The neuralverge actor calls were missing the required 'prompt' field (using 'instructions' instead) and maxPagesToVisit was never set; the first apify/ai-web-scraper call had startUrls as plain strings instead of objects, causing validation failure; the final successful call used correct object format but still omitted maxPagesToVisit.", "timestamp": "2026-10-09T04:18:26.392Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent initially chose neuralverge/neuralverge-ai-extract (wrong actor, missing required prompt field) before eventually finding and using apify/ai-web-scraper, which is the correct tool for no-code/no-selector extraction.", "timestamp": "2026-10-09T04:18:26.349Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:08:52.411Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-09T04:08:52.377Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): neuralverge/neuralverge-ai-extract: maxPagesToVisit is missing (expected at most 20); neuralverge/neuralverge-ai-extract: maxPagesToVisit is missing (expected at most 20); neuralverge/neuralverge-ai-extract: maxPagesToVisit is missing (expected at most 20); apify/ai-web-scraper: maxPagesToVisit is missing (expected at most 20); apify/ai-web-scraper: maxPagesToVisit is missing (expected at most 20)", "timestamp": "2026-10-09T04:08:52.341Z", "metadata": {} }, "check.promptGiven": { "value": 0, "stringValue": null, "comment": "FAIL (warn): neuralverge/neuralverge-ai-extract: prompt is missing (expected to be set); neuralverge/neuralverge-ai-extract: prompt is missing (expected to be set); neuralverge/neuralverge-ai-extract: prompt is missing (expected to be set)", "timestamp": "2026-10-09T04:08:52.294Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 5 Actor run(s), expected at most 3", "timestamp": "2026-10-09T04:08:52.212Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/ai-web-scraper\"", "timestamp": "2026-10-09T04:08:52.178Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-10-09T04:08:52.070Z", "metadata": {} } }, "verdict": "fail", "fixArea": "discoverability", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "pageCap", "promptGiven", "ranOk" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "zillow-zip-search-usage-scottsdale", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:07:02.630Z", "day": "2026-10-09", "traceId": "f95c7af8a094ec40445ee03b5d7f9d73", "observationId": "fcb9345d798ff039", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f95c7af8a094ec40445ee03b5d7f9d73?observation=fcb9345d798ff039", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "use", "title": "zillow-zip-search / use / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported 10 homes retrieved, identified the cheapest at $225,000 with its full address, all grounded in actual retrieved data.", "timestamp": "2026-10-09T04:18:21.089Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported 10 homes retrieved, identified the cheapest at $225,000 with its full address, all grounded in actual retrieved data.", "timestamp": "2026-10-09T04:18:21.052Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-09T04:18:21.013Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:18:20.980Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly read the schema, set all required boolean flags, applied the price cap and result limit, and reported accurate results from the retrieved data.", "timestamp": "2026-10-09T04:18:20.948Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-09T04:18:20.907Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported 10 homes retrieved, identified the cheapest at $225,000 with its full address, all grounded in actual retrieved data.", "timestamp": "2026-10-09T04:18:20.870Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve results — no redundant steps.", "timestamp": "2026-10-09T04:18:20.836Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and correctly identified the cheapest home ($225,000 at 7910 E CAMELBACK Road #312) from the actual returned data, confirmed by the grounded check passing.", "timestamp": "2026-10-09T04:18:20.801Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set zipCodes=['85251'], priceMax=800000, forSaleByAgent=true, forSaleByOwner=false, forRent=false, sold=false, and resultsLimit=10, satisfying all required fields and constraints as confirmed by the requiredFlags and priceCap deterministic checks.", "timestamp": "2026-10-09T04:18:20.760Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-09T04:18:20.712Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:07:42.173Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-09T04:07:42.137Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 2 numbers found in Actor output", "timestamp": "2026-10-09T04:07:42.099Z", "metadata": {} }, "check.tenResults": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-09T04:07:42.063Z", "metadata": {} }, "check.priceCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): priceMax", "timestamp": "2026-10-09T04:07:42.033Z", "metadata": {} }, "check.requiredFlags": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-09T04:07:41.993Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:07:41.916Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/zillow-zip-search", "timestamp": "2026-10-09T04:07:41.869Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{1,3},\\d{3}/", "timestamp": "2026-10-09T04:07:41.787Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent correctly reported 10 homes retrieved, identified the cheapest at $225,000 with its full address, all grounded in actual retrieved data." }, { "scenarioId": "zillow-zip-search-discovery-scottsdale", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:07:02.983Z", "day": "2026-10-09", "traceId": "ea803cdc37447ee9f639d65708966b93", "observationId": "2dabdebaa967cf60", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ea803cdc37447ee9f639d65708966b93?observation=2dabdebaa967cf60", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "find", "title": "zillow-zip-search / find / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used timgreen/unlimited-zillow-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-09T04:18:15.786Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used timgreen/unlimited-zillow-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-09T04:18:15.695Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "timgreen/unlimited-zillow-scraper", "comment": "Actors the agent ran: timgreen/unlimited-zillow-scraper", "timestamp": "2026-10-09T04:18:15.657Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-09T04:18:15.622Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:18:15.580Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used timgreen/unlimited-zillow-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-09T04:18:15.546Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-09T04:18:15.509Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered 10 homes with addresses and prices under $800,000 in ZIP 85251, and ended with the required 'Actor:' line, but used the wrong actor (timgreen instead of maxcopell/zillow), so the task was not completed as specified by the reference criteria.", "timestamp": "2026-10-09T04:18:15.465Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran two parallel searches, then called the actor once, then retrieved dataset items once — a reasonably direct path with no unnecessary repetition.", "timestamp": "2026-10-09T04:18:15.420Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from datasetId=DuyL606YLw2e8aBJq and directly used the returned addresses and prices in the final answer without inventing data.", "timestamp": "2026-10-09T04:18:15.382Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed search_type='for_sale', zip_codes=['85251'], min_price=0, max_price=800000 which are all valid required fields for the chosen actor and match the task requirements.", "timestamp": "2026-10-09T04:18:15.338Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used timgreen/unlimited-zillow-scraper instead of the intended maxcopell/zillow-zip-search; the rightActor check is FAIL because the agent picked a third-party actor rather than the maxcopell/zillow family.", "timestamp": "2026-10-09T04:18:15.294Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:07:45.724Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-09T04:07:45.688Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:07:45.654Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"maxcopell/zillow\"", "timestamp": "2026-10-09T04:07:45.619Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used timgreen/unlimited-zillow-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-09T04:07:45.581Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "timgreen/unlimited-zillow-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used timgreen/unlimited-zillow-scraper; expected ^maxcopell/zillow" }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:07:10.603Z", "day": "2026-10-09", "traceId": "31aa7b8d2ae61c880329d6304531bed9", "observationId": "a856851e5f32e158", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/31aa7b8d2ae61c880329d6304531bed9?observation=a856851e5f32e158", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 2 numbers not in Actor output: 137,905", "timestamp": "2026-10-09T04:18:12.717Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 2 numbers not in Actor output: 137,905", "timestamp": "2026-10-09T04:18:12.630Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-09T04:18:12.589Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:18:12.548Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 2 numbers not in Actor output: 137,905", "timestamp": "2026-10-09T04:18:12.512Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-09T04:18:12.465Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The follower count is correct, but the average likes figure of 137,905 is flagged as not grounded in the Actor output (grounded check FAIL), and the agent incorrectly stated it was based on 20 posts when only 11 items were returned, making the answer partially fabricated.", "timestamp": "2026-10-09T04:18:12.428Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made parallel calls for profile details and posts, then retrieved both datasets in parallel - a very efficient two-step approach.", "timestamp": "2026-10-09T04:18:12.379Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved real follower count (104,262,005) from the dataset and used likes data from the posts dataset, but the grounded check FAIL indicates the average likes figure of 137,905 was not directly present in the Actor output (only 11 items were returned, not 20, and the agent claimed it was based on 20 posts).", "timestamp": "2026-10-09T04:18:12.316Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used correct inputs: resultsType='details' with the NASA profile URL for profile data, and resultsType='posts' with resultsLimit=20 for recent posts.", "timestamp": "2026-10-09T04:18:12.280Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected apify/instagram-scraper for both profile details and recent posts, which is the intended actor for this task.", "timestamp": "2026-10-09T04:18:12.244Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:08:23.553Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-09T04:08:23.513Z", "metadata": {} }, "check.followers": { "value": 1, "stringValue": null, "comment": "PASS: followersCount within 2%", "timestamp": "2026-10-09T04:08:23.471Z", "metadata": {} }, "check.grounded": { "value": 0.5, "stringValue": null, "comment": "FAIL: 1 of 2 numbers not in Actor output: 137,905", "timestamp": "2026-10-09T04:08:23.434Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): directUrls[0]", "timestamp": "2026-10-09T04:08:23.400Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:08:23.348Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-10-09T04:08:23.262Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-10-09T04:08:23.168Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 2 numbers not in Actor output: 137,905" }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:07:23.764Z", "day": "2026-10-09", "traceId": "95d73c57c0a00ab6bf595fd449bdd66c", "observationId": "b040402a0e0103c2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/95d73c57c0a00ab6bf595fd449bdd66c?observation=b040402a0e0103c2", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-09T04:18:11.608Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-09T04:18:11.524Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/instagram-post-scraper", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-09T04:18:11.486Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-09T04:18:11.448Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:18:11.415Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-09T04:18:11.373Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-09T04:18:11.336Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent retrieved 3 posts from @nasa and reported the correct actor name and post count, but used apify/instagram-post-scraper instead of the expected apify/instagram-scraper, causing the rightActor and namedActor deterministic checks to fail.", "timestamp": "2026-10-09T04:18:11.292Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: search, fetch details, run actor, get items — no redundant calls.", "timestamp": "2026-10-09T04:18:11.256Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 3 dataset items and correctly reported 'Posts: 3' based on the actual data returned, not invented values.", "timestamp": "2026-10-09T04:18:11.219Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=['nasa'] and resultsLimit=3 to the actor, which are well-formed inputs matching the schema; the get-dataset-items call used the correct datasetId with limit=3.", "timestamp": "2026-10-09T04:18:11.104Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task, but selected apify/instagram-post-scraper instead of the intended apify/instagram-scraper, which is a discoverability/selection issue.", "timestamp": "2026-10-09T04:18:11.062Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:07:57.274Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-09T04:07:57.244Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:07:57.162Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-09T04:07:57.102Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-09T04:07:57.023Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/instagram-post-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper" }, { "scenarioId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:07:27.465Z", "day": "2026-10-09", "traceId": "277c7f0a901e1ecdb269200aa1eeab07", "observationId": "73a37986d1cc1409", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/277c7f0a901e1ecdb269200aa1eeab07?observation=73a37986d1cc1409", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "use", "title": "instagram-reel / use / natgeo-skip-pinned", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 3 reels with first sentence of caption, play count, and duration in seconds, all grounded in the retrieved dataset items as confirmed by the grounded PASS check.", "timestamp": "2026-10-09T04:18:10.284Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 3 reels with first sentence of caption, play count, and duration in seconds, all grounded in the retrieved dataset items as confirmed by the grounded PASS check.", "timestamp": "2026-10-09T04:18:10.238Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-09T04:18:10.203Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:18:10.168Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, provided proper inputs, retrieved real data, and reported accurate results for all 3 reels.", "timestamp": "2026-10-09T04:18:10.113Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-09T04:18:10.056Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 3 reels with first sentence of caption, play count, and duration in seconds, all grounded in the retrieved dataset items as confirmed by the grounded PASS check.", "timestamp": "2026-10-09T04:18:10.016Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: fetch schema, call actor, poll for completion, retrieve items — no redundant calls or backtracking.", "timestamp": "2026-10-09T04:18:09.978Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 8 numbers in the final answer were found in the Actor output, and the captions match the dataset items returned by get-dataset-items.", "timestamp": "2026-10-09T04:18:09.938Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-reel-scraper with username=[\"natgeo\"], resultsLimit=3, and skipPinnedPosts=true, matching all required inputs per the deterministic checks (usernameInput, threeReels, skipPinned all PASS).", "timestamp": "2026-10-09T04:18:09.846Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running an Apify actor and retrieving results.", "timestamp": "2026-10-09T04:18:09.743Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:08:27.045Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-09T04:08:27.005Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 8 numbers found in Actor output", "timestamp": "2026-10-09T04:08:26.971Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-09T04:08:26.934Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-09T04:08:26.901Z", "metadata": {} }, "check.threeReels": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-09T04:08:26.864Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-09T04:08:26.827Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:08:26.784Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-09T04:08:26.743Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 3 reels with first sentence of caption, play count, and duration in seconds, all grounded in the retrieved dataset items as confirmed by the grounded PASS check." }, { "scenarioId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:07:42.203Z", "day": "2026-10-09", "traceId": "3c8f122849b0ce5fc82f257abeea6c7e", "observationId": "72448df55ab1b9d6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3c8f122849b0ce5fc82f257abeea6c7e?observation=72448df55ab1b9d6", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "find", "title": "instagram-reel / find / natgeo-reels-shares", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-09T04:18:00.347Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-09T04:18:00.223Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-reel-scraper", "timestamp": "2026-10-09T04:18:00.186Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-09T04:18:00.146Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-09T04:18:00.076Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The sharesFlag deterministic check passed (input had includeSharesCount=true), but the agent could not find a 'sharesCount' field in the dataset items - the field list in the run result preview does not include 'sharesCount', suggesting the Actor may not have returned it in a clearly named field, or the agent failed to locate it in the full output file it read.", "timestamp": "2026-10-09T04:18:00.033Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-09T04:17:59.991Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported captions and play counts correctly from retrieved data, but failed to report share counts, reporting 'Data not available' for all three reels despite the sharesFlag check passing, meaning the data should have been present in the dataset.", "timestamp": "2026-10-09T04:17:59.954Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 6 tool calls: search, fetch-details, call-actor, get-dataset-items (twice), and Read - the extra dataset fetch was reasonable to investigate missing share count data.", "timestamp": "2026-10-09T04:17:59.917Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first dataset fetch with specific fields didn't return sharesCount, the agent made a second call with clean=true to get all fields and read the saved file, but still could not find sharesCount in the data despite the run being flagged as having includeSharesCount enabled.", "timestamp": "2026-10-09T04:17:59.879Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual retrieved data for captions and play counts (795,099; 1,059,346; 792,654) from the dataset, not invented values.", "timestamp": "2026-10-09T04:17:59.828Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with username=['natgeo'], resultsLimit=3, and includeSharesCount=true, which are all correct inputs matching the task requirements.", "timestamp": "2026-10-09T04:17:59.785Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-reel-scraper, the intended actor for Instagram Reels with share counts.", "timestamp": "2026-10-09T04:17:59.743Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:08:45.125Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-09T04:08:45.085Z", "metadata": {} }, "check.sharesFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeSharesCount", "timestamp": "2026-10-09T04:08:45.044Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:08:45.004Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-reel-scraper\"", "timestamp": "2026-10-09T04:08:44.903Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-09T04:08:44.821Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-usage-natgeo-about-section", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:07:45.759Z", "day": "2026-10-09", "traceId": "ad4534fb7b155b7d0dcb05b775b56406", "observationId": "b813d7bd689084eb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ad4534fb7b155b7d0dcb05b775b56406?observation=b813d7bd689084eb", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "use", "title": "instagram-profile / use / natgeo-about-section", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-09T04:17:58.881Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-09T04:17:58.793Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-09T04:17:58.756Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-09T04:17:58.717Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The includeAboutSection=true was passed correctly, but the actor's output did not include any country field in the returned dataset item (the full item preview shows no 'country' or 'about' section fields), meaning the Actor either did not return country data or the field is not accessible, leaving the agent unable to fulfill the country part of the task.", "timestamp": "2026-10-09T04:17:58.680Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-09T04:17:58.641Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported the bio's first sentence and business account status correctly from retrieved data, but could not provide the country information because it was not present in the scraped output (the account likely did not fill in a country), leaving one of the three requested data points unanswered.", "timestamp": "2026-10-09T04:17:58.606Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made an extra get-dataset-items call (first with fields='biography,isBusinessAccount', then again without field filtering to get country info), which was a reasonable approach to retrieve missing country data rather than pointless repetition.", "timestamp": "2026-10-09T04:17:58.562Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the biography ('Step into wonder and find your inner explorer with National Geographic 🌎') and isBusinessAccount (true) from the retrieved dataset items, not from invention.", "timestamp": "2026-10-09T04:17:58.524Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with usernames=['natgeo'] and includeAboutSection=true, which matches the required input schema and the deterministic checks confirm usernameInput and aboutSection both PASS.", "timestamp": "2026-10-09T04:17:58.451Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items tools, which are the appropriate tools for running the apify/instagram-profile-scraper and retrieving results.", "timestamp": "2026-10-09T04:17:58.350Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:08:25.019Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-09T04:08:24.979Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-09T04:08:24.941Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-09T04:08:24.885Z", "metadata": {} }, "check.aboutSection": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeAboutSection", "timestamp": "2026-10-09T04:08:24.848Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): usernames[0]", "timestamp": "2026-10-09T04:08:24.810Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:08:24.769Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-09T04:08:24.728Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-discovery-natgeo-verified", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:07:57.305Z", "day": "2026-10-09", "traceId": "888e8f441238031e4e6ba5a9a8b7cde9", "observationId": "3f503d5615abb4e0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/888e8f441238031e4e6ba5a9a8b7cde9?observation=3f503d5615abb4e0", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "find", "title": "instagram-profile / find / natgeo-verified", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer correctly reports @natgeo is verified, quotes the exact bio from retrieved data, and ends with 'Actor: apify/instagram-profile-scraper' as required.", "timestamp": "2026-10-09T04:17:50.797Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer correctly reports @natgeo is verified, quotes the exact bio from retrieved data, and ends with 'Actor: apify/instagram-profile-scraper' as required.", "timestamp": "2026-10-09T04:17:50.757Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-profile-scraper", "timestamp": "2026-10-09T04:17:50.707Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-09T04:17:50.664Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:17:50.627Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly discovered the right actor, used proper inputs, retrieved real data, and delivered a complete accurate answer.", "timestamp": "2026-10-09T04:17:50.589Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-09T04:17:50.548Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer correctly reports @natgeo is verified, quotes the exact bio from retrieved data, and ends with 'Actor: apify/instagram-profile-scraper' as required.", "timestamp": "2026-10-09T04:17:50.514Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search-actors, fetch-actor-details, call-actor, get-dataset-items - a direct and efficient path with no redundant calls.", "timestamp": "2026-10-09T04:17:50.474Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the retrieved data: verified=true and biography='Step into wonder and find your inner explorer with National Geographic 🌎' from the dataset items, not invented.", "timestamp": "2026-10-09T04:17:50.431Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-profile-scraper with {\"usernames\": [\"natgeo\"]} which matches the required input schema (usernames is a required array field), and retrieved only the needed fields (verified, biography).", "timestamp": "2026-10-09T04:17:50.389Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for Instagram actors, found apify/instagram-profile-scraper (the correct actor for profile info), fetched its details, ran it, and retrieved dataset items - all appropriate tools for the task.", "timestamp": "2026-10-09T04:17:50.344Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:08:38.498Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-09T04:08:38.459Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:08:38.421Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-profile-scraper\"", "timestamp": "2026-10-09T04:08:38.343Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-09T04:08:38.263Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer correctly reports @natgeo is verified, quotes the exact bio from retrieved data, and ends with 'Actor: apify/instagram-profile-scraper' as required." }, { "scenarioId": "instagram-post-scraper-usage-natgeo-three-posts", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:08:23.585Z", "day": "2026-10-09", "traceId": "d81f7b1d30a23f5c9daf0aeaa379dc1c", "observationId": "106fe29b46d2ea76", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d81f7b1d30a23f5c9daf0aeaa379dc1c?observation=106fe29b46d2ea76", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "use", "title": "instagram-post / use / natgeo-three-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 5 numbers not in Actor output: 2", "timestamp": "2026-10-09T04:17:51.884Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 5 numbers not in Actor output: 2", "timestamp": "2026-10-09T04:17:51.788Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-09T04:17:51.754Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-09T04:17:51.718Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 5 numbers not in Actor output: 2", "timestamp": "2026-10-09T04:17:51.678Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-09T04:17:51.637Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The grounded check FAIL indicates 1 of 5 numbers in the answer was not found in Actor output; however, all three like counts (50471, 122039, 18962) and the item count (3) appear in the dataset preview, and the numbers reported match the tool results exactly — the grounding failure may relate to a number in the captions or a count not visible in the preview, but the agent faithfully reported what the tool returned.", "timestamp": "2026-10-09T04:17:51.601Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run actor, retrieve dataset items — no redundant calls.", "timestamp": "2026-10-09T04:17:51.561Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the captions and likesCount values returned from the dataset items tool call, reporting them accurately in the final answer.", "timestamp": "2026-10-09T04:17:51.523Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=['natgeo'], resultsLimit=3, skipPinnedPosts=true, and dataDetailLevel='basicData', all of which are correct and match the task requirements.", "timestamp": "2026-10-09T04:17:51.481Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-09T04:17:51.443Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:09:14.867Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-09T04:09:14.831Z", "metadata": {} }, "check.grounded": { "value": 0.8, "stringValue": null, "comment": "FAIL: 1 of 5 numbers not in Actor output: 2", "timestamp": "2026-10-09T04:09:14.789Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-09T04:09:14.746Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-09T04:09:14.706Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-09T04:09:14.665Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-09T04:09:14.560Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:09:14.522Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-09T04:09:14.431Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 5 numbers not in Actor output: 2" }, { "scenarioId": "instagram-post-scraper-discovery-natgeo-latest-post", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:08:25.059Z", "day": "2026-10-09", "traceId": "770a1dccc3051e2a390dc51af9aca607", "observationId": "300736cda111c229", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/770a1dccc3051e2a390dc51af9aca607?observation=300736cda111c229", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "find", "title": "instagram-post / find / natgeo-latest-post", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence of the caption ('Presented by @Rolex.') and the comment count (544), and ended with 'Actor: apify/instagram-post-scraper' as required.", "timestamp": "2026-10-09T04:17:47.744Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence of the caption ('Presented by @Rolex.') and the comment count (544), and ended with 'Actor: apify/instagram-post-scraper' as required.", "timestamp": "2026-10-09T04:17:47.689Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-09T04:17:47.653Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-09T04:17:47.613Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:17:47.569Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered the actor, ran it with proper inputs, retrieved real data, and reported the caption's first sentence and comment count accurately.", "timestamp": "2026-10-09T04:17:47.524Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-09T04:17:47.455Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence of the caption ('Presented by @Rolex.') and the comment count (544), and ended with 'Actor: apify/instagram-post-scraper' as required.", "timestamp": "2026-10-09T04:17:47.419Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 4 tool calls in a logical sequence: search, fetch details, run actor, get results — no redundant steps.", "timestamp": "2026-10-09T04:17:47.371Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the retrieved caption and commentsCount (544) from the dataset items rather than inventing data.", "timestamp": "2026-10-09T04:17:47.323Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=['natgeo'], resultsLimit=1, and dataDetailLevel='detailedData' to the actor, and correctly requested caption and commentsCount fields from the dataset.", "timestamp": "2026-10-09T04:17:47.287Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors to find the Instagram scraper, fetch-actor-details to understand the schema, call-actor to run it, and get-dataset-items to retrieve results — all appropriate tools for the task.", "timestamp": "2026-10-09T04:17:47.239Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:09:16.354Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-09T04:09:16.313Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:09:16.262Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-post-scraper\"", "timestamp": "2026-10-09T04:09:16.221Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-09T04:09:16.181Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence of the caption ('Presented by @Rolex.') and the comment count (544), and ended with 'Actor: apify/instagram-post-scraper' as required." }, { "scenarioId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:08:27.077Z", "day": "2026-10-09", "traceId": "8da20d662afbbeb5904c0a6e6876bda5", "observationId": "c33e195bfdb31da9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8da20d662afbbeb5904c0a6e6876bda5?observation=c33e195bfdb31da9", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "use", "title": "instagram-hashtag / use / nasa-keyword-reels", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 5 reels with first sentences of captions and like counts drawn from real retrieved data, fulfilling the task completely.", "timestamp": "2026-10-09T04:17:47.172Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 5 reels with first sentences of captions and like counts drawn from real retrieved data, fulfilling the task completely.", "timestamp": "2026-10-09T04:17:47.072Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-09T04:17:47.029Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:17:46.979Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly configured the actor, retrieved real data, and presented accurate results.", "timestamp": "2026-10-09T04:17:46.936Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-09T04:17:46.896Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 5 reels with first sentences of captions and like counts drawn from real retrieved data, fulfilling the task completely.", "timestamp": "2026-10-09T04:17:46.850Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, get dataset items — no redundant calls.", "timestamp": "2026-10-09T04:17:46.814Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 9 numbers in the final answer were found in Actor output, and captions match the dataset preview exactly.", "timestamp": "2026-10-09T04:17:46.743Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed hashtags=['nasa'], keywordSearch=true, resultsType='reels', resultsLimit=5, which matches all required input parameters confirmed by the deterministic checks.", "timestamp": "2026-10-09T04:17:46.687Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-09T04:17:46.633Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:08:58.947Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-09T04:08:58.911Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 9 numbers found in Actor output", "timestamp": "2026-10-09T04:08:58.872Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-09T04:08:58.829Z", "metadata": {} }, "check.fiveResults": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-09T04:08:58.789Z", "metadata": {} }, "check.reelsType": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsType", "timestamp": "2026-10-09T04:08:58.746Z", "metadata": {} }, "check.keywordMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): keywordSearch", "timestamp": "2026-10-09T04:08:58.702Z", "metadata": {} }, "check.keywordInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): hashtags[0]", "timestamp": "2026-10-09T04:08:58.664Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:08:58.576Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-10-09T04:08:58.490Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 5 reels with first sentences of captions and like counts drawn from real retrieved data, fulfilling the task completely." }, { "scenarioId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:08:38.534Z", "day": "2026-10-09", "traceId": "d8c4fbc95c198e9f823ea40d80f2eebd", "observationId": "f720f063cb543869", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d8c4fbc95c198e9f823ea40d80f2eebd?observation=f720f063cb543869", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "find", "title": "instagram-hashtag / find / nasa-hashtag", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 5 posts with account names and post summaries grounded in retrieved data, and ended with exactly 'Actor: apify/instagram-hashtag-scraper' as required.", "timestamp": "2026-10-09T04:17:41.442Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 5 posts with account names and post summaries grounded in retrieved data, and ended with exactly 'Actor: apify/instagram-hashtag-scraper' as required.", "timestamp": "2026-10-09T04:17:41.403Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-hashtag-scraper", "timestamp": "2026-10-09T04:17:41.368Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-09T04:17:41.323Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:17:41.286Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered, ran, and reported results from apify/instagram-hashtag-scraper with real data from the dataset.", "timestamp": "2026-10-09T04:17:41.249Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-09T04:17:41.210Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 5 posts with account names and post summaries grounded in retrieved data, and ended with exactly 'Actor: apify/instagram-hashtag-scraper' as required.", "timestamp": "2026-10-09T04:17:41.168Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search calls (first for 'Instagram posts', then for 'Instagram hashtag') before finding the right actor, which added one extra step, but then proceeded efficiently with fetch-actor-details, call-actor, and get-dataset-items.", "timestamp": "2026-10-09T04:17:41.124Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items with ownerUsername, ownerFullName, and caption fields, and directly used those values (e.g., astro_parallax, thesuperfastusa, soulshiift, ishitabrahma18, urbancampau) in the final answer without inventing data.", "timestamp": "2026-10-09T04:17:41.058Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed hashtags=['nasa'], resultsLimit=5, resultsType='posts' which are all valid inputs matching the schema requirements.", "timestamp": "2026-10-09T04:17:41.018Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-hashtag-scraper, the appropriate tool for finding posts by hashtag, confirmed by the PASS on rightActor.", "timestamp": "2026-10-09T04:17:40.973Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:09:28.016Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-09T04:09:27.953Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:09:27.869Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-hashtag-scraper\"", "timestamp": "2026-10-09T04:09:27.830Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-10-09T04:09:27.730Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 5 posts with account names and post summaries grounded in retrieved data, and ended with exactly 'Actor: apify/instagram-hashtag-scraper' as required." }, { "scenarioId": "facebook-posts-scraper-usage-nasa-engagement", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:08:45.156Z", "day": "2026-10-09", "traceId": "72bf0e2dcdbaab73552ee9d4ea2b4ee5", "observationId": "629e1edd06bc2f45", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/72bf0e2dcdbaab73552ee9d4ea2b4ee5?observation=629e1edd06bc2f45", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "use", "title": "facebook-posts / use / nasa-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence and total reactions count for all 5 posts, grounded in real data from the Actor output, fulfilling the task completely.", "timestamp": "2026-10-09T04:17:38.788Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence and total reactions count for all 5 posts, grounded in real data from the Actor output, fulfilling the task completely.", "timestamp": "2026-10-09T04:17:38.746Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-09T04:17:38.666Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:17:38.631Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, provided proper inputs, retrieved real data, and delivered a complete grounded answer.", "timestamp": "2026-10-09T04:17:38.596Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-09T04:17:38.557Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence and total reactions count for all 5 posts, grounded in real data from the Actor output, fulfilling the task completely.", "timestamp": "2026-10-09T04:17:38.487Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve items — no redundant calls.", "timestamp": "2026-10-09T04:17:38.443Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 5 reaction numbers in the final answer were found in the Actor output, and post texts match the dataset items preview.", "timestamp": "2026-10-09T04:17:38.405Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/facebook-posts-scraper with startUrls set to https://www.facebook.com/NASA and resultsLimit=5, matching the task requirements perfectly.", "timestamp": "2026-10-09T04:17:38.312Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-09T04:17:38.228Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:09:18.603Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-09T04:09:18.559Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 5 numbers found in Actor output", "timestamp": "2026-10-09T04:09:18.517Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-09T04:09:18.480Z", "metadata": {} }, "check.fivePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-09T04:09:18.443Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-09T04:09:18.397Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:09:18.333Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-09T04:09:18.298Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{2,}/", "timestamp": "2026-10-09T04:09:18.259Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence and total reactions count for all 5 posts, grounded in real data from the Actor output, fulfilling the task completely." }, { "scenarioId": "facebook-posts-scraper-discovery-nasa-page", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:08:52.448Z", "day": "2026-10-09", "traceId": "7ea22a4fd83d6b6d0d7cc5575324130c", "observationId": "49219c391075880e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7ea22a4fd83d6b6d0d7cc5575324130c?observation=49219c391075880e", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "find", "title": "facebook-posts / find / nasa-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 5 posts with their text and reaction counts from real retrieved data, and ended with 'Actor: apify/facebook-posts-scraper' as required, fulfilling all task requirements.", "timestamp": "2026-10-09T04:17:39.321Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 5 posts with their text and reaction counts from real retrieved data, and ended with 'Actor: apify/facebook-posts-scraper' as required, fulfilling all task requirements.", "timestamp": "2026-10-09T04:17:39.241Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/facebook-posts-scraper", "timestamp": "2026-10-09T04:17:39.209Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-09T04:17:39.171Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:17:39.121Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered the right actor, called it with proper arguments, retrieved real data, and presented a complete answer matching the task requirements.", "timestamp": "2026-10-09T04:17:39.068Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-09T04:17:39.029Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 5 posts with their text and reaction counts from real retrieved data, and ended with 'Actor: apify/facebook-posts-scraper' as required, fulfilling all task requirements.", "timestamp": "2026-10-09T04:17:38.987Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls: search-actors, fetch-actor-details, call-actor, and get-dataset-items, which is a direct and efficient path to completing the task.", "timestamp": "2026-10-09T04:17:38.952Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly reported the text and topReactionsCount fields from the actual dataset results, including real post texts matching the tool result preview.", "timestamp": "2026-10-09T04:17:38.918Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with startUrls containing the NASA Facebook URL and resultsLimit set to 5, which are the correct required fields per the input schema.", "timestamp": "2026-10-09T04:17:38.881Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/facebook-posts-scraper, the intended actor for scraping Facebook page posts, confirmed by the deterministic check rightActor: PASS.", "timestamp": "2026-10-09T04:17:38.847Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:09:37.779Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-09T04:09:37.741Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:09:37.706Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-posts-scraper\"", "timestamp": "2026-10-09T04:09:37.619Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-09T04:09:37.531Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 5 posts with their text and reaction counts from real retrieved data, and ended with 'Actor: apify/facebook-posts-scraper' as required, fulfilling all task requirements." }, { "scenarioId": "facebook-groups-scraper-usage-recent-activity", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:08:58.990Z", "day": "2026-10-09", "traceId": "58ee13e28bbfe29e3eb493db85b9aa61", "observationId": "35c11ef19c74f831", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/58ee13e28bbfe29e3eb493db85b9aa61?observation=35c11ef19c74f831", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "use", "title": "facebook-groups / use / recent-activity", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 11 numbers not in Actor output: 200", "timestamp": "2026-10-09T04:17:38.879Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 11 numbers not in Actor output: 200", "timestamp": "2026-10-09T04:17:38.794Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-09T04:17:38.760Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:17:38.716Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 11 numbers not in Actor output: 200", "timestamp": "2026-10-09T04:17:38.678Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-09T04:17:38.637Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported all 3 posts with their text and comment counts (0 each), but introduced an invented '~200' approximation not grounded in the retrieved data, causing the grounded check to fail.", "timestamp": "2026-10-09T04:17:38.601Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve dataset items — no unnecessary repetition.", "timestamp": "2026-10-09T04:17:38.566Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent used the actual dataset items returned (post text starting with 'Let's welcome our new members!' and commentsCount=0), but the grounded check flags that '200' (used in '~200 new member names') was not in the Actor output — the agent invented that approximation.", "timestamp": "2026-10-09T04:17:38.521Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed startUrls with the correct group URL, resultsLimit=3, and viewOption='RECENT_ACTIVITY', matching all required input fields.", "timestamp": "2026-10-09T04:17:38.486Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-09T04:17:38.443Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:09:28.292Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-09T04:09:28.257Z", "metadata": {} }, "check.grounded": { "value": 0.909, "stringValue": null, "comment": "FAIL: 1 of 11 numbers not in Actor output: 200", "timestamp": "2026-10-09T04:09:28.220Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-09T04:09:28.178Z", "metadata": {} }, "check.sortOrder": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): viewOption", "timestamp": "2026-10-09T04:09:28.141Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-09T04:09:28.103Z", "metadata": {} }, "check.groupUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-09T04:09:28.066Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:09:28.025Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-10-09T04:09:27.987Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 11 numbers not in Actor output: 200" }, { "scenarioId": "facebook-groups-scraper-discovery-public-group-posts", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:09:14.908Z", "day": "2026-10-09", "traceId": "4e721dd6c21ae587cb1e488efb7145e4", "observationId": "eafb88ee4f970547", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4e721dd6c21ae587cb1e488efb7145e4?observation=eafb88ee4f970547", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "find", "title": "facebook-groups / find / public-group-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-09T04:17:29.887Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-09T04:17:29.755Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "memo23/facebook-public-group-posts-scraper", "comment": "Actors the agent ran: memo23/facebook-public-group-posts-scraper", "timestamp": "2026-10-09T04:17:29.709Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-09T04:17:29.649Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-09T04:17:29.614Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-09T04:17:29.581Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-09T04:17:29.544Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the 3 most recent posts with content drawn from real retrieved data and ended with 'Actor: memo23/facebook-public-group-posts-scraper', fulfilling the task requirements, though it used the wrong actor per the deterministic check.", "timestamp": "2026-10-09T04:17:29.502Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search-actors, fetch-actor-details, call-actor, and get-dataset-items — a direct and efficient path with no redundant steps.", "timestamp": "2026-10-09T04:17:29.461Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and accurately reported that all three posts were member welcome announcements by 'AllMath', citing actual post content, timestamps, and engagement metrics from the tool results.", "timestamp": "2026-10-09T04:17:29.412Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with startUrls containing the correct group URL, maxItems:3, and viewOption:'CHRONOLOGICAL', which are all appropriate and well-formed inputs.", "timestamp": "2026-10-09T04:17:29.375Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Facebook group scrapers and selected memo23/facebook-public-group-posts-scraper, which is a functional actor for the task, though the intended actor was apify/facebook-groups-scraper. The rightActor check is FAIL per the deterministic facts.", "timestamp": "2026-10-09T04:17:29.339Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:09:53.914Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-09T04:09:53.871Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:09:53.791Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-groups-scraper\"", "timestamp": "2026-10-09T04:09:53.745Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-09T04:09:53.540Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "memo23/facebook-public-group-posts-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper" }, { "scenarioId": "facebook-ads-scraper-usage-nike-last-30-days", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:09:16.400Z", "day": "2026-10-09", "traceId": "92b3e1a0daa2424a4de9e00b03866129", "observationId": "2fd106716d05b2c0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/92b3e1a0daa2424a4de9e00b03866129?observation=2fd106716d05b2c0", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "use", "title": "facebook-ads / use / nike-last-30-days", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check shape: answer does not match /\\d+/", "timestamp": "2026-10-09T04:17:31.633Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check shape: answer does not match /\\d+/", "timestamp": "2026-10-09T04:17:31.543Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-09T04:17:31.503Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:17:31.441Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check shape: answer does not match /\\d+/", "timestamp": "2026-10-09T04:17:31.399Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-09T04:17:31.357Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns without producing a final answer reporting the ad count, body text, and reach data; the deterministic check 'shape (answer.regex): FAIL' confirms no numeric answer was provided, and the final 'answer' is just an incomplete statement about checking fields.", "timestamp": "2026-10-09T04:17:31.313Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made several exploratory jq calls to understand the data structure after finding null reach/spend values, which was reasonable investigation but the agent ran out of turns before producing a final answer.", "timestamp": "2026-10-09T04:17:31.261Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the full dataset response exceeded token limits, the agent correctly pivoted to using Bash/jq to extract specific fields from the saved file, and continued investigating the data structure.", "timestamp": "2026-10-09T04:17:31.206Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved real dataset items and used jq to extract actual body text from the results (e.g., 'Run through summer with gear that can take the heat.'), but the reach and spend fields were all null in the returned data.", "timestamp": "2026-10-09T04:17:31.113Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly set startUrls to the Nike Facebook page, resultsLimit to 20, isDetailsPerAd to true, and onlyAdsNewerThan to '30 days', matching all required input parameters.", "timestamp": "2026-10-09T04:17:31.072Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected apify/facebook-ads-scraper and used fetch-actor-details, call-actor, get-actor-run, get-dataset-items, and Bash tools appropriately for the task.", "timestamp": "2026-10-09T04:17:31.032Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:11:20.708Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape", "timestamp": "2026-10-09T04:11:20.669Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-09T04:11:20.627Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-09T04:11:20.587Z", "metadata": {} }, "check.detailsFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): isDetailsPerAd", "timestamp": "2026-10-09T04:11:20.544Z", "metadata": {} }, "check.twentyAds": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-09T04:11:20.506Z", "metadata": {} }, "check.dateRange": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): onlyAdsNewerThan", "timestamp": "2026-10-09T04:11:20.468Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-09T04:11:20.424Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:11:20.386Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-ads-scraper", "timestamp": "2026-10-09T04:11:20.295Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\d+/", "timestamp": "2026-10-09T04:11:20.152Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "shape" ], "judgeComment": "FAIL: check shape: answer does not match /\\d+/" }, { "scenarioId": "facebook-ads-scraper-discovery-nike-ad-library", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:09:18.638Z", "day": "2026-10-09", "traceId": "ff7e08ccff4855ed24c460493f41b7c9", "observationId": "6faf2b3af6d95de3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ff7e08ccff4855ed24c460493f41b7c9?observation=6faf2b3af6d95de3", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "find", "title": "facebook-ads / find / nike-ad-library", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used adside/meta-ad-library-ads-scraper, hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-09T04:17:30.096Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used adside/meta-ad-library-ads-scraper, hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-09T04:17:29.977Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "adside/meta-ad-library-ads-scraper", "comment": "Actors the agent ran: adside/meta-ad-library-ads-scraper, hyperbach/meta-ads-library-scraper", "timestamp": "2026-10-09T04:17:29.869Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-09T04:17:29.814Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:17:29.776Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used adside/meta-ad-library-ads-scraper, hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-09T04:17:29.739Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-09T04:17:29.701Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 10 active Nike ads with a real example body text from retrieved data, but used the wrong actor (not apify/facebook-ads-scraper as expected), and the hyperbach run was still RUNNING per the facts, meaning the data may not be fully validated; the task asked to look up ads for facebook.com/nike specifically which was not done correctly.", "timestamp": "2026-10-09T04:17:29.651Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two actor attempts (one failed, one succeeded) plus necessary detail fetches; the path was reasonably direct given the first actor returned no data.", "timestamp": "2026-10-09T04:17:29.612Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When adside/meta-ad-library-ads-scraper returned 0 items, the agent correctly pivoted to trying hyperbach/meta-ads-library-scraper, which successfully returned 10 items.", "timestamp": "2026-10-09T04:17:29.534Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 items from the hyperbach dataset and directly quoted body_text fields from the results, e.g. 'Every. Day. Speed. Pegasus Plus 2 powers the road to raceday. Shop now.'", "timestamp": "2026-10-09T04:17:29.501Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called adside/meta-ad-library-ads-scraper with page_id='68097841' and limit=10, and hyperbach/meta-ads-library-scraper with advertiserNames=['Nike'] and activeStatus='active', both reasonable inputs for the task.", "timestamp": "2026-10-09T04:17:29.464Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Meta Ad Library actors and found hyperbach/meta-ads-library-scraper and adside/meta-ad-library-ads-scraper, but missed the intended apify/facebook-ads-scraper; however, the actors chosen are functionally appropriate for the task.", "timestamp": "2026-10-09T04:17:29.425Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:10:40.676Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-09T04:10:40.644Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): hyperbach/meta-ads-library-scraper run RWbYyofBQG26uch9f: RUNNING", "timestamp": "2026-10-09T04:10:40.570Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-ads-scraper\"", "timestamp": "2026-10-09T04:10:40.534Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used adside/meta-ad-library-ads-scraper, hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-09T04:10:40.438Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "adside/meta-ad-library-ads-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used adside/meta-ad-library-ads-scraper, hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper" }, { "scenarioId": "tripadvisor-usage-rome-restaurants", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:09:28.054Z", "day": "2026-10-09", "traceId": "1f0413a478fafd63081c38df2f5268bf", "observationId": "1b124cafd6130e82", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1f0413a478fafd63081c38df2f5268bf?observation=1b124cafd6130e82", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "use", "title": "tripadvisor / use / rome-restaurants", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 10 items (confirmed by facts: 10 dataset items) but reported '9 restaurants' in the final answer, slightly undercounting; however it listed all 10 in the table, reported cuisine types, price ranges, and ratings from real data, and named the top restaurant with its 4.9 rating.", "timestamp": "2026-10-09T04:17:28.626Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 10 items (confirmed by facts: 10 dataset items) but reported '9 restaurants' in the final answer, slightly undercounting; however it listed all 10 in the table, reported cuisine types, price ranges, and ratings from real data, and named the top restaurant with its 4.9 rating.", "timestamp": "2026-10-09T04:17:28.593Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-09T04:17:28.553Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:17:28.517Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The dataset returned 10 items (confirmed by facts and the get-dataset-items preview showing itemCount:10), but the agent's final answer stated 'Retrieved: 9 restaurants' — a minor counting error in the agent's reasoning when summarizing the results.", "timestamp": "2026-10-09T04:17:28.485Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-09T04:17:28.453Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 items (confirmed by facts: 10 dataset items) but reported '9 restaurants' in the final answer, slightly undercounting; however it listed all 10 in the table, reported cuisine types, price ranges, and ratings from real data, and named the top restaurant with its 4.9 rating.", "timestamp": "2026-10-09T04:17:28.410Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed two actor runs (first failed with 0 items, second succeeded), plus multiple polling calls to wait for completion — the extra run was necessary recovery, and polling was required given the run duration.", "timestamp": "2026-10-09T04:17:28.368Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first run with query 'Rome restaurants' returned 0 items; the agent correctly retried with query 'Rome' which succeeded and returned 10 items.", "timestamp": "2026-10-09T04:17:28.330Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items with fields name, cuisines, priceLevel, rating, numberOfReviews and directly reported the actual data returned (e.g., Come 'na Vorta Pasta E Vino - Rufina with rating 4.9, cuisines Italian/Pizza/Romana, price $$ - $$$).", "timestamp": "2026-10-09T04:17:28.293Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set includeRestaurants:true, includeHotels:false, includeAttractions:false, maxItemsPerQuery:10, and query:'Rome' — all appropriate inputs for the task.", "timestamp": "2026-10-09T04:17:28.224Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, and get-actor-run tools with the maxcopell/tripadvisor actor as specified in the task.", "timestamp": "2026-10-09T04:17:28.141Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:13:27.102Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-09T04:13:27.067Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-09T04:13:27.027Z", "metadata": {} }, "check.ratingField": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-09T04:13:26.983Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-09T04:13:26.948Z", "metadata": {} }, "check.restaurantsMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): includeRestaurants", "timestamp": "2026-10-09T04:13:26.913Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:13:26.872Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-09T04:13:26.798Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[3-5]\\.\\d\\b/", "timestamp": "2026-10-09T04:13:26.719Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved 10 items (confirmed by facts: 10 dataset items) but reported '9 restaurants' in the final answer, slightly undercounting; however it listed all 10 in the table, reported cuisine types, price ranges, and ratings from real data, and named the top restaurant with its 4.9 rating." }, { "scenarioId": "tripadvisor-discovery-barcelona-attractions", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:09:28.326Z", "day": "2026-10-09", "traceId": "21532be6607a8665c6f41b0f97720c63", "observationId": "a18d431f738d14f0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/21532be6607a8665c6f41b0f97720c63?observation=a18d431f738d14f0", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "find", "title": "tripadvisor / find / barcelona-attractions", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-09T04:17:16.103Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-09T04:17:16.017Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "axlymxp/tripadvisor-attractions-scraper", "comment": "Actors the agent ran: axlymxp/tripadvisor-attractions-scraper", "timestamp": "2026-10-09T04:17:15.972Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-09T04:17:15.929Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:17:15.860Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-09T04:17:15.816Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-09T04:17:15.777Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent produced a complete comparison of top 10 Barcelona attractions with ratings and review counts, but used the wrong actor (axlymxp/tripadvisor-attractions-scraper instead of maxcopell/tripadvisor), and the final answer names the wrong actor.", "timestamp": "2026-10-09T04:17:15.739Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch-details, call-actor, get-dataset-items) in a logical sequence with no redundant steps.", "timestamp": "2026-10-09T04:17:15.683Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items with name, rank, rating, review_count, and category fields and accurately presented them in the final answer table.", "timestamp": "2026-10-09T04:17:15.644Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed queries=['Barcelona'], maxItemsPerQuery=10, includeTourProducts=false, includeCoordinates=true — all well-formed and appropriate for the task.", "timestamp": "2026-10-09T04:17:15.535Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for TripAdvisor attractions actors and selected axlymxp/tripadvisor-attractions-scraper instead of the intended maxcopell/tripadvisor; the rightActor check is FAIL, meaning the wrong actor was chosen despite a valid search being performed.", "timestamp": "2026-10-09T04:17:15.413Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:10:02.116Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-09T04:10:02.079Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:10:02.042Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /maxcopell/tripadvisor(?!-)/", "timestamp": "2026-10-09T04:10:01.964Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-09T04:10:01.862Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "axlymxp/tripadvisor-attractions-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor" }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:09:37.814Z", "day": "2026-10-09", "traceId": "b7536981dcc96e0f7fe126288567ae4c", "observationId": "1bba9ce36c0c867e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b7536981dcc96e0f7fe126288567ae4c?observation=1bba9ce36c0c867e", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-09T04:17:18.726Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-09T04:17:18.588Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-09T04:17:18.554Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-09T04:17:18.516Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The get-dataset-items call with fields='aiModeResult.sources' returned an empty object '{}', meaning the sources data was not accessible via dot-notation field projection. The agent then invented a source count of 13 and fabricated source names. The Actor should either return sources in a format accessible via field projection, or the output documentation should clarify how to access aiModeResult.sources.", "timestamp": "2026-10-09T04:17:18.472Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-09T04:17:18.439Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported the AI Mode answer text accurately from retrieved data, but the source count of '13' appears to be fabricated — the sources field returned empty ({}) and no source count was available in the retrieved data, yet the agent claimed '13 sources' with specific invented source names like 'PCMag UK' and 'Slack'.", "timestamp": "2026-10-09T04:17:18.359Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 5 tool calls: one to fetch actor details, one to run the actor, and three to get dataset items (one targeted, one that failed, one full) — the extra call was needed due to the sources field issue, making the path reasonably efficient.", "timestamp": "2026-10-09T04:17:18.311Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first get-dataset-items call with fields='aiModeResult.sources' returned an empty object, the agent made a follow-up call without field filtering to get the full data — a reasonable recovery.", "timestamp": "2026-10-09T04:17:18.269Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the aiModeResult.text from the dataset to report the answer text, and the AI Mode answer text in the final response is directly drawn from the retrieved data.", "timestamp": "2026-10-09T04:17:18.220Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set queries='best crm for small business', countryCode='gb', aiModeSearch.enableAiMode=true, and maxPagesPerQuery=1, which matches all required inputs confirmed by the deterministic checks.", "timestamp": "2026-10-09T04:17:18.153Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with apify/google-search-scraper, then get-dataset-items to retrieve results — all appropriate tools for the task.", "timestamp": "2026-10-09T04:17:18.050Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:10:56.803Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-09T04:10:56.758Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-09T04:10:56.714Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-09T04:10:56.677Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-10-09T04:10:56.635Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-09T04:10:56.595Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-10-09T04:10:56.551Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:10:56.467Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-09T04:10:56.362Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:09:53.969Z", "day": "2026-10-09", "traceId": "a570f6ea4a034eb71144affc951b5f9c", "observationId": "64d3da0fb49fed06", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a570f6ea4a034eb71144affc951b5f9c?observation=64d3da0fb49fed06", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-09T04:17:18.464Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-09T04:17:18.357Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-09T04:17:18.259Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-09T04:17:18.221Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The get-dataset-items call with fields='organicResults.title,organicResults.url,organicResults.displayedUrl,organicResults.position' returned empty objects '{}', preventing the agent from accessing organic result data through field projection; the agent then had to use clean=true but the preview was truncated before showing organicResults, leading to potentially fabricated domain names in the final answer.", "timestamp": "2026-10-09T04:17:18.148Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-09T04:17:18.050Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 9 organic results (matching the run status message) and named three domains, but the specific domains (goleasy.de, leasingmarkt.de, insta-drive.com) cannot be verified from the visible tool result previews which only showed relatedQueries and paidResults data, making the domain claims potentially invented.", "timestamp": "2026-10-09T04:17:17.956Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made a reasonable sequence of calls: fetch actor details, run actor, attempt field-projected fetch, then full clean fetch - the extra call was warranted by the empty result from field projection.", "timestamp": "2026-10-09T04:17:17.855Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first get-dataset-items call with field projection returned empty objects, the agent correctly retried with clean=true to get the full data.", "timestamp": "2026-10-09T04:17:17.782Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The status message from the run confirmed 9 organicResults, and the agent reported this count; however, the dataset items preview showed empty objects when fields were projected, and the full clean fetch showed relatedQueries and paidResults but the organic results data was truncated in the preview - the agent reported specific domains (goleasy.de, leasingmarkt.de, insta-drive.com) that cannot be verified from the visible tool result previews.", "timestamp": "2026-10-09T04:17:17.682Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed countryCode='de', maxPagesPerQuery=1, and queries='elektroauto leasing', but used 'searchLanguage' instead of the correct 'languageCode' field, which is confirmed as FAIL by the deterministic check for lang.", "timestamp": "2026-10-09T04:17:17.644Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items tools for the apify/google-search-scraper Actor as required by the task.", "timestamp": "2026-10-09T04:17:17.558Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:10:59.958Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-09T04:10:59.899Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-09T04:10:59.849Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-09T04:10:59.811Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-09T04:10:59.769Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode is missing (expected \"de\")", "timestamp": "2026-10-09T04:10:59.727Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-09T04:10:59.673Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-09T04:10:59.633Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:10:59.593Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-09T04:10:59.547Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:10:02.157Z", "day": "2026-10-09", "traceId": "b5540f607f71b96dde4e00280ba0d955", "observationId": "a3aba26f7caa8a21", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b5540f607f71b96dde4e00280ba0d955?observation=a3aba26f7caa8a21", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-09T04:17:17.549Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:17:17.425Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The actor ran successfully and returned 5 organic results with titles, URLs, and descriptions (visible in the get-dataset-items preview), but the agent's final answer was just 'Let me fetch the full result to see the data structure:' - the session timed out before the agent could synthesize and present the retrieved data. The actor performed correctly; the failure is in the agent not completing its response before the session limit.", "timestamp": "2026-10-09T04:17:17.354Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-09T04:17:17.284Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The session timed out before the agent could present the scraped organic results to the user; the final answer is just an incomplete transitional statement rather than the requested organic results with titles, links, and snippets. Additionally, the deterministic check namedActor FAIL confirms the answer does not contain 'apify/google-search-scraper'.", "timestamp": "2026-10-09T04:17:17.233Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 5 tool calls: search-actors, fetch-actor-details, call-actor, get-dataset-items (with fields), get-dataset-items (without fields) - the extra call was needed due to the empty fields projection result, which is reasonable.", "timestamp": "2026-10-09T04:17:17.156Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with fields projection returned empty items ({}), and the agent correctly retried without the fields filter to get the full data.", "timestamp": "2026-10-09T04:17:17.071Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved dataset items and the tool result preview shows actual organic results data with titles, URLs, and descriptions from the scraper run, but the final answer text was just 'Let me fetch the full result to see the data structure:' without presenting the scraped data to the user.", "timestamp": "2026-10-09T04:17:16.977Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with queries='apify web scraping' and maxPagesPerQuery=1, which correctly limits to the first results page only.", "timestamp": "2026-10-09T04:17:16.731Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/google-search-scraper, the intended actor for scraping Google Search organic results.", "timestamp": "2026-10-09T04:17:16.643Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-09T04:15:02.619Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor", "timestamp": "2026-10-09T04:15:02.586Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:15:02.547Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/google-search-scraper\"", "timestamp": "2026-10-09T04:15:02.494Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-09T04:15:02.453Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "namedActor" ], "judgeComment": null }, { "scenarioId": "google-maps-contact-details-usage-toronto-roofers", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:10:40.714Z", "day": "2026-10-09", "traceId": "0e4e5832c10aabff9cb4b2a7208900fa", "observationId": "27addb5730ff0348", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0e4e5832c10aabff9cb4b2a7208900fa?observation=27addb5730ff0348", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "use", "title": "google-maps-contact-details / use / toronto-roofers", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-09T04:17:04.266Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:17:04.195Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The conversation is entirely empty — the agent never called any tool, never ran the specified Actor, and never produced a final answer, indicating a fundamental failure in the agent's reasoning or execution loop (likely caused by the session timeout with no recovery attempt).", "timestamp": "2026-10-09T04:17:04.102Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent produced no final answer and retrieved no data; all deterministic checks failed and the task was not completed in any form.", "timestamp": "2026-10-09T04:17:04.063Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent took no steps whatsoever; the conversation log is completely empty.", "timestamp": "2026-10-09T04:17:04.027Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The session timed out according to the facts, but the agent produced no output and made no attempt to recover or report the failure.", "timestamp": "2026-10-09T04:17:03.991Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent conversation is empty — no tools were called at all, and the facts confirm zero Actor runs triggered.", "timestamp": "2026-10-09T04:17:03.945Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-09T04:15:41.340Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, ranOk, items, fields", "timestamp": "2026-10-09T04:15:41.301Z", "metadata": {} }, "check.count": { "value": 0, "stringValue": null, "comment": "FAIL (warn): answer does not match /[0-9]/", "timestamp": "2026-10-09T04:15:41.257Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run to read items from", "timestamp": "2026-10-09T04:15:41.217Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run to read items from", "timestamp": "2026-10-09T04:15:41.174Z", "metadata": {} }, "check.socials": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-09T04:15:41.136Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-09T04:15:41.046Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-09T04:15:41.001Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-09T04:15:40.891Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "count", "fields", "items", "socials", "cap", "ranOk", "rightActor" ], "judgeComment": null }, { "scenarioId": "google-maps-contact-details-discovery-toronto-roofers-emails", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:10:56.842Z", "day": "2026-10-09", "traceId": "06fcc53908fce88d2005565c81969352", "observationId": "d2da0eef48a74c2a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/06fcc53908fce88d2005565c81969352?observation=d2da0eef48a74c2a", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "find", "title": "google-maps-contact-details / find / toronto-roofers-emails", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used renzomacar/roofing-leads-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-09T04:17:05.312Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used renzomacar/roofing-leads-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-09T04:17:05.232Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "renzomacar/roofing-leads-scraper", "comment": "Actors the agent ran: renzomacar/roofing-leads-scraper", "timestamp": "2026-10-09T04:17:05.196Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-09T04:17:05.156Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:17:05.117Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used renzomacar/roofing-leads-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-09T04:17:05.076Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-09T04:17:05.035Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent found 10 roofing companies in Toronto and reported 4 had emails with actual email addresses listed, fulfilling the task requirements, but used the wrong actor (renzomacar/roofing-leads-scraper instead of lukaskrivka/google-maps-with-contact-details) and the final line names the wrong actor.", "timestamp": "2026-10-09T04:17:05.000Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent performed two parallel searches, fetched actor details, called the actor, polled three times for completion (reasonable given run time ~153s), and retrieved results — a direct and efficient path with no pointless repetition.", "timestamp": "2026-10-09T04:17:04.964Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items using get-dataset-items and directly used the returned name, emailFound, and email fields to compile the final answer, accurately reporting 4 out of 10 companies had emails.", "timestamp": "2026-10-09T04:17:04.929Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The inputs provided to renzomacar/roofing-leads-scraper (location: 'Toronto, Ontario', keywords: ['roofing contractor'], maxResults: 10, maxPagesPerSite: 2, includeGenericEmails: true) were well-formed and matched the actor's input schema.", "timestamp": "2026-10-09T04:17:04.893Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for 'roofing companies scraper' and selected renzomacar/roofing-leads-scraper instead of the intended lukaskrivka/google-maps-with-contact-details; the rightActor check is confirmed FAIL, meaning the wrong actor was chosen for the task.", "timestamp": "2026-10-09T04:17:04.850Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:13:59.506Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-09T04:13:59.465Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:13:59.422Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"lukaskrivka/google-maps-with-contact-details\"", "timestamp": "2026-10-09T04:13:59.337Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used renzomacar/roofing-leads-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-09T04:13:59.195Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "renzomacar/roofing-leads-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used renzomacar/roofing-leads-scraper; expected lukaskrivka/google-maps-with-contact-details" }, { "scenarioId": "google-maps-reviews-usage-ritz-trend", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:10:59.991Z", "day": "2026-10-09", "traceId": "3d520f7b0af3f699157cc44516cf8e12", "observationId": "fbd2416d7b0090bb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3d520f7b0af3f699157cc44516cf8e12?observation=fbd2416d7b0090bb", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "use", "title": "google-maps-reviews / use / ritz-trend", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-09T04:17:06.089Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-09T04:17:06.003Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-09T04:17:05.949Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:17:05.901Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 3 Actor run(s), expected at most 2; check items: 80 items, expected at most 30", "timestamp": "2026-10-09T04:17:05.866Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-09T04:17:05.825Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent computed averages (4.27 vs 3.89) and stated a trend (UP), but the analysis is based on data from a run that fetched 50 reviews (not 30), and the agent used the first 30 items from the non-descending fetch rather than the true newest 30, plus the Oct 7 review (5 stars) visible in the first dataset fetch was missing from the final 30-item list used for analysis, indicating the data selection was inconsistent.", "timestamp": "2026-10-09T04:17:05.726Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 3 actor calls when at most 2 were needed: the first failed (acceptable), but then the second returned 20 items so the agent ran a third with maxReviews=50 instead of simply fetching more pages from the existing 20-item dataset or adjusting the limit; this resulted in 3 runs and 80 total items against an expected max of 30.", "timestamp": "2026-10-09T04:17:05.589Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first run returned 0 items, the agent correctly tried a different URL format (search URL instead of place URL), which successfully returned reviews.", "timestamp": "2026-10-09T04:17:05.550Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual retrieved dataset items (publishedAtDate and stars fields) from the tool results to compute averages, not invented data.", "timestamp": "2026-10-09T04:17:05.510Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent set reviewsSort='newest' correctly, but used maxReviews=30 initially (correct), then re-ran with maxReviews=50 (exceeding the 30-review cap required by the task), confirmed by the deterministic check cap:FAIL.", "timestamp": "2026-10-09T04:17:05.459Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used compass/google-maps-reviews-scraper, which is the exact actor named in the task.", "timestamp": "2026-10-09T04:17:05.420Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:12:26.298Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, items", "timestamp": "2026-10-09T04:12:26.251Z", "metadata": {} }, "check.stars": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 19 of 80 items missing stars", "timestamp": "2026-10-09T04:12:26.207Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 80 items, expected at most 30", "timestamp": "2026-10-09T04:12:26.161Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): compass/google-maps-reviews-scraper: maxReviews = 50 (expected at most 30)", "timestamp": "2026-10-09T04:12:26.108Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-09T04:12:26.063Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-reviews-scraper", "timestamp": "2026-10-09T04:12:25.976Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[1-5](\\.\\d+)?\\b/", "timestamp": "2026-10-09T04:12:25.881Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "stars", "items", "cap", "ranOk" ], "judgeComment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2" }, { "scenarioId": "google-maps-reviews-discovery-ritz", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:11:20.743Z", "day": "2026-10-09", "traceId": "08e8725462daab806124da1696cc6d2a", "observationId": "8891bd72aa512436", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/08e8725462daab806124da1696cc6d2a?observation=8891bd72aa512436", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "find", "title": "google-maps-reviews / find / ritz", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent produced a well-structured complaints/praises summary grounded in actual review data and ended with exactly 'Actor: compass/Google-Maps-Reviews-Scraper', though it stated '20 most recent' instead of 30 (only 20 items were returned despite requesting 30), which is a minor discrepancy but the task asked for 30.", "timestamp": "2026-10-09T04:17:01.504Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent produced a well-structured complaints/praises summary grounded in actual review data and ended with exactly 'Actor: compass/Google-Maps-Reviews-Scraper', though it stated '20 most recent' instead of 30 (only 20 items were returned despite requesting 30), which is a minor discrepancy but the task asked for 30.", "timestamp": "2026-10-09T04:17:01.469Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-09T04:17:01.430Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-09T04:17:01.387Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:17:01.344Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent found the right actor, corrected its input error, used real data, and produced a grounded summary with the required attribution line.", "timestamp": "2026-10-09T04:17:01.298Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-09T04:17:01.262Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a well-structured complaints/praises summary grounded in actual review data and ended with exactly 'Actor: compass/Google-Maps-Reviews-Scraper', though it stated '20 most recent' instead of 30 (only 20 items were returned despite requesting 30), which is a minor discrepancy but the task asked for 30.", "timestamp": "2026-10-09T04:17:01.200Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search, fetch-details, call-actor (failed), call-actor (succeeded), get-dataset-items — a reasonable path with only one extra call due to input correction.", "timestamp": "2026-10-09T04:17:01.156Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'must be object' validation error, the agent correctly diagnosed the issue and reformatted startUrls items as objects with 'url' keys, resulting in a successful run.", "timestamp": "2026-10-09T04:17:01.090Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and grounded the summary in actual review text visible in the preview (e.g., Dale's service, umbrella incident, dining area complaints, luggage assistance issues), all matching retrieved data.", "timestamp": "2026-10-09T04:17:01.051Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed because startUrls items were passed as plain strings instead of objects with a 'url' key; the agent immediately corrected this in the second call with proper object format, and the run succeeded.", "timestamp": "2026-10-09T04:17:01.008Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used compass/Google-Maps-Reviews-Scraper, the intended actor for scraping Google Maps reviews.", "timestamp": "2026-10-09T04:17:00.951Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:12:19.829Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-09T04:12:19.787Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): compass/Google-Maps-Reviews-Scraper run : CALL-FAILED", "timestamp": "2026-10-09T04:12:19.746Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"compass/google-maps-reviews-scraper\"", "timestamp": "2026-10-09T04:12:19.656Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-09T04:12:19.576Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "PASS: The agent produced a well-structured complaints/praises summary grounded in actual review data and ended with exactly 'Actor: compass/Google-Maps-Reviews-Scraper', though it stated '20 most recent' instead of 30 (only 20 items were returned despite requesting 30), which is a minor discrepancy but the task asked for 30." }, { "scenarioId": "google-maps-extractor-usage-toronto-plumbers", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:12:19.878Z", "day": "2026-10-09", "traceId": "d7e787a6c7eae885fec2c9dda629393e", "observationId": "567b1ea95290e250", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d7e787a6c7eae885fec2c9dda629393e?observation=567b1ea95290e250", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "use", "title": "google-maps-extractor / use / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 1 of 15 items missing totalScore; 3 of 15 items missing address", "timestamp": "2026-10-09T04:16:51.818Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 1 of 15 items missing totalScore; 3 of 15 items missing address", "timestamp": "2026-10-09T04:16:51.732Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-09T04:16:51.694Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-09T04:16:51.646Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 1 of 15 items missing totalScore; 3 of 15 items missing address", "timestamp": "2026-10-09T04:16:51.609Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-09T04:16:51.571Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned all 15 plumbers with name, address (or 'Not listed' where missing), phone, and star rating, stated the count of 15, and correctly identified the 6 highest-rated at 5.0 stars, naming Plumber Rescue North York as the first alphabetically.", "timestamp": "2026-10-09T04:16:51.519Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence (fetch schema, run actor, get results) with no redundant calls.", "timestamp": "2026-10-09T04:16:51.477Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The fields check noted 1 item missing totalScore and 3 items missing address; the agent handled these gracefully by displaying 'No rating' and 'Not listed' respectively.", "timestamp": "2026-10-09T04:16:51.439Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 22 numbers in the answer were found in Actor output, and the agent's table directly mirrors the dataset items returned by get-dataset-items.", "timestamp": "2026-10-09T04:16:51.400Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called compass/google-maps-extractor with searchStringsArray=['plumber'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=15, and language='en' — all well-formed and appropriate.", "timestamp": "2026-10-09T04:16:51.366Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-09T04:16:51.330Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:13:00.030Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-09T04:12:59.983Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 22 numbers found in Actor output", "timestamp": "2026-10-09T04:12:59.944Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /[1-5][.][0-9]/", "timestamp": "2026-10-09T04:12:59.905Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 1 of 15 items missing totalScore; 3 of 15 items missing address", "timestamp": "2026-10-09T04:12:59.863Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 15 items ok", "timestamp": "2026-10-09T04:12:59.825Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-09T04:12:59.784Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:12:59.684Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-extractor", "timestamp": "2026-10-09T04:12:59.590Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 1 of 15 items missing totalScore; 3 of 15 items missing address" }, { "scenarioId": "google-maps-extractor-discovery-toronto-plumbers", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:12:26.335Z", "day": "2026-10-09", "traceId": "39a0bd22a32391f126959978eff882d4", "observationId": "ca810c04622e5485", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/39a0bd22a32391f126959978eff882d4?observation=ca810c04622e5485", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "find", "title": "google-maps-extractor / find / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used delicious_zebu/google-maps-data-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-09T04:16:53.450Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used delicious_zebu/google-maps-data-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-09T04:16:53.346Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "delicious_zebu/google-maps-data-scraper", "comment": "Actors the agent ran: delicious_zebu/google-maps-data-scraper", "timestamp": "2026-10-09T04:16:53.306Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-09T04:16:53.269Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-09T04:16:53.232Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used delicious_zebu/google-maps-data-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-09T04:16:53.192Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-09T04:16:53.160Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned exactly 15 plumbers in Toronto with name, address, phone, website, and rating, no reviews included, and ended with the required 'Actor:' line — the task requirements are fulfilled, though the wrong actor was used per deterministic checks.", "timestamp": "2026-10-09T04:16:53.099Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: two searches (one failed, one succeeded), one fetch-actor-details, one call-actor, and one get-dataset-items — a reasonably direct path with only one necessary retry.", "timestamp": "2026-10-09T04:16:53.061Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first search with specific keywords returned no results, and the agent immediately retried with broader keywords ('Google Maps business scraper'), successfully finding actors.", "timestamp": "2026-10-09T04:16:53.014Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items via get-dataset-items and directly presented the returned fields (title, full_address, phone, website, rating) in the final answer table without inventing data.", "timestamp": "2026-10-09T04:16:52.975Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed keywords=['plumber'], location='Toronto', maxCrawlPages=1, which are well-formed inputs that correctly target the task's requirements of finding plumbers in Toronto.", "timestamp": "2026-10-09T04:16:52.920Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used delicious_zebu/google-maps-data-scraper, which is a Google Maps business listing scraper capable of returning names, addresses, phones, websites, and ratings — functionally appropriate for the task, though the intended actor was compass/google-maps-extractor. The rightActor check is FAIL per the deterministic checks.", "timestamp": "2026-10-09T04:16:52.719Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:13:33.672Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-09T04:13:33.637Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:13:33.554Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /compass/(google-maps-extractor|crawler-google-places)/", "timestamp": "2026-10-09T04:13:33.519Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used delicious_zebu/google-maps-data-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-09T04:13:33.434Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "delicious_zebu/google-maps-data-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used delicious_zebu/google-maps-data-scraper; expected compass/google-maps-extractor" }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:13:00.069Z", "day": "2026-10-09", "traceId": "de9ed6a74010e392c3fd38badbda66b0", "observationId": "da802793578953ae", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/de9ed6a74010e392c3fd38badbda66b0?observation=da802793578953ae", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified the highest-rated one (Smokehouse Holešovice at 5.0), fully satisfying the task.", "timestamp": "2026-10-09T04:16:49.289Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified the highest-rated one (Smokehouse Holešovice at 5.0), fully satisfying the task.", "timestamp": "2026-10-09T04:16:49.247Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-09T04:16:49.212Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:16:49.160Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, formed valid inputs, retrieved real data, and produced a complete grounded answer.", "timestamp": "2026-10-09T04:16:49.121Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-09T04:16:49.079Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified the highest-rated one (Smokehouse Holešovice at 5.0), fully satisfying the task.", "timestamp": "2026-10-09T04:16:49.043Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch details, run actor, retrieve items — no redundant calls.", "timestamp": "2026-10-09T04:16:48.992Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check passed and all data in the final answer (names, addresses, phones, ratings) matches the dataset items returned by get-dataset-items.", "timestamp": "2026-10-09T04:16:48.947Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=['coffee shop'], locationQuery='Prague, Czech Republic', maxCrawledPlacesPerSearch=10, placeMinimumStars='four', and language='en' — all well-formed and appropriate for finding highly-rated coffee shops in Prague.", "timestamp": "2026-10-09T04:16:48.856Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with compass/crawler-google-places, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-09T04:16:48.778Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:13:37.960Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-09T04:13:37.922Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 3 numbers found in Actor output", "timestamp": "2026-10-09T04:13:37.884Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-09T04:13:37.847Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-09T04:13:37.812Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-09T04:13:37.776Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:13:37.704Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-09T04:13:37.668Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-09T04:13:37.631Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified the highest-rated one (Smokehouse Holešovice at 5.0), fully satisfying the task." }, { "scenarioId": "crawler-google-places-discovery-miami-gyms", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:13:27.130Z", "day": "2026-10-09", "traceId": "cf99e46ccb5fccc81df5c432534a830b", "observationId": "99060dae60fe23d0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/cf99e46ccb5fccc81df5c432534a830b?observation=99060dae60fe23d0", "subject": "compass/crawler-google-places", "owner": "google", "skill": "find", "title": "crawler-google-places / find / miami-gyms", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-09T04:16:55.162Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-09T04:16:55.080Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: gio21/gym-scraper, compass/crawler-google-places", "timestamp": "2026-10-09T04:16:55.046Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-09T04:16:55.003Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-09T04:16:54.954Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "After retrieving only 15-16 gyms from the dataset preview, the agent invented additional entries (F45 Training Brickell rank 9, UHealth Fitness rank 11, Powerhouse Gym Miami rank 16, Planet Fitness rank 20) that do not appear in the get-dataset-items result, rather than reporting only the 20 items actually returned by compass/crawler-google-places.", "timestamp": "2026-10-09T04:16:54.911Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-09T04:16:54.875Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer presents 20 gyms with rating, review count, and opening hours, but several entries (F45 Training Brickell, UHealth Fitness, Powerhouse Gym Miami, Planet Fitness) are not present in the retrieved dataset preview and appear to be fabricated, undermining the grounding requirement.", "timestamp": "2026-10-09T04:16:54.824Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran gio21/gym-scraper three times (runs 2uHHpV0m33OToxO8r, 5zW9aqbcTXXogdOaO, oKDLudeazuvRM5HOf) before switching to compass/crawler-google-places, resulting in 4 total actor runs when at most 3 were expected, causing the ranOk FAIL.", "timestamp": "2026-10-09T04:16:54.773Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When gio21/gym-scraper returned only 5 mock/sample items and the queries run returned 0 items, the agent correctly pivoted to using compass/crawler-google-places which returned 20 real items.", "timestamp": "2026-10-09T04:16:54.734Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent fetched dataset items from the compass/crawler-google-places run (datasetId=kaqryqHSdokXphLd7) and used the actual returned data (e.g., Miami Strong Gym 4.9/1002 reviews, Elev8tion Fitness 4.8/833 reviews with 24-hour hours) in the final answer; however, some entries in the table (F45 Training Brickell, UHealth Fitness, Powerhouse Gym Miami, Planet Fitness) do not appear in the dataset preview and may have been invented.", "timestamp": "2026-10-09T04:16:54.696Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The final compass/crawler-google-places call used correct inputs: searchStringsArray=['gyms'], locationQuery='Miami, Florida', maxCrawledPlacesPerSearch=20, which are all valid and appropriate for the task.", "timestamp": "2026-10-09T04:16:54.635Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used compass/crawler-google-places (the intended actor) after initial searches, and also tried gio21/gym-scraper which was a reasonable alternative to explore.", "timestamp": "2026-10-09T04:16:54.596Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:15:00.769Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-09T04:15:00.728Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-10-09T04:15:00.686Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"compass/crawler-google-places\"", "timestamp": "2026-10-09T04:15:00.608Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-09T04:15:00.537Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "contact-info-scraper-usage-two-domains-shallow", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:13:33.708Z", "day": "2026-10-09", "traceId": "655ee31715458be8375da28e49e7bed7", "observationId": "6afb32e78477c10d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/655ee31715458be8375da28e49e7bed7?observation=6afb32e78477c10d", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "use", "title": "contact-info / use / two-domains-shallow", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-09T04:16:39.592Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-09T04:16:39.492Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-09T04:16:39.460Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-09T04:16:39.423Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-09T04:16:39.389Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-09T04:16:39.349Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a well-organized report grouping emails and social profiles by domain, accurately reflecting the retrieved data including empty emails for notion.so, fulfilling the task requirements.", "timestamp": "2026-10-09T04:16:39.308Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch actor details, call actor, get dataset items — no redundant calls.", "timestamp": "2026-10-09T04:16:39.270Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the dataset items returned by get-dataset-items, accurately reporting hello@apify.com for apify.com and empty emails for notion.so, along with the actual social profiles from the data.", "timestamp": "2026-10-09T04:16:39.238Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed both URLs as startUrls, set maxDepth=1 for one level of crawling, enabled mergeContacts=true, sameDomain=true, and included proxyConfig — all appropriate for the task.", "timestamp": "2026-10-09T04:16:39.198Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used vdrmota/contact-info-scraper, first fetching its details to understand the input schema, then calling it with the appropriate parameters.", "timestamp": "2026-10-09T04:16:39.146Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:14:33.750Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-09T04:14:33.716Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-09T04:14:33.675Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 2 items ok", "timestamp": "2026-10-09T04:14:33.627Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): maxDepth", "timestamp": "2026-10-09T04:14:33.588Z", "metadata": {} }, "check.urls": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-09T04:14:33.513Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:14:33.468Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used vdrmota/contact-info-scraper", "timestamp": "2026-10-09T04:14:33.363Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails" }, { "scenarioId": "contact-info-scraper-discovery-notion-website", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:13:37.992Z", "day": "2026-10-09", "traceId": "d0dee40d14cd79be3fb221f749dd0ac5", "observationId": "cd5ce9c91b405b69", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d0dee40d14cd79be3fb221f749dd0ac5?observation=cd5ce9c91b405b69", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "find", "title": "contact-info / find / notion-website", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used mikolabs/extract-emails-and-socials-contacts-any-website, apify/ai-web-scraper; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-09T04:16:40.859Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used mikolabs/extract-emails-and-socials-contacts-any-website, apify/ai-web-scraper; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-09T04:16:40.767Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "mikolabs/extract-emails-and-socials-contacts-any-website", "comment": "Actors the agent ran: mikolabs/extract-emails-and-socials-contacts-any-website, apify/ai-web-scraper", "timestamp": "2026-10-09T04:16:40.729Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-09T04:16:40.688Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:16:40.653Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used mikolabs/extract-emails-and-socials-contacts-any-website, apify/ai-web-scraper; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-09T04:16:40.615Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-09T04:16:40.576Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned some contact information (press email, sales contact form) grounded in retrieved data, but used the wrong actors and missed the intended vdrmota/contact-info-scraper, and the final answer names apify/ai-web-scraper rather than the correct actor.", "timestamp": "2026-10-09T04:16:40.538Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 actor runs (2 failed, 2 succeeded) plus an extra search-actors call after the first actor returned empty results, resulting in more runs than the expected maximum of 3 per the ranOk FAIL check.", "timestamp": "2026-10-09T04:16:40.506Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "Two CALL-FAILED errors occurred (wrong input format for mikolabs actor, wrong extractionMode for ai-web-scraper); the agent corrected both inputs and successfully reran the actors.", "timestamp": "2026-10-09T04:16:40.467Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from both runs and used the actual returned data (press@makenotion.com, contact-sales form URL) in its final answer rather than inventing information.", "timestamp": "2026-10-09T04:16:40.427Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "After the first input validation error (urls items must be objects), the agent correctly fixed the format to [{\"url\":\"...\"}]; the second call to ai-web-scraper also had an invalid extractionMode 'accelerated' which was then corrected to 'agentic'.", "timestamp": "2026-10-09T04:16:40.387Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose mikolabs/extract-emails-and-socials-contacts-any-website and then apify/ai-web-scraper instead of the intended vdrmota/contact-info-scraper; the deterministic check confirms rightActor FAIL.", "timestamp": "2026-10-09T04:16:40.344Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:16:12.243Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-09T04:16:12.203Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-10-09T04:16:12.169Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"vdrmota/contact-info-scraper\"", "timestamp": "2026-10-09T04:16:12.080Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used mikolabs/extract-emails-and-socials-contacts-any-website, apify/ai-web-scraper; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-09T04:16:11.985Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "mikolabs/extract-emails-and-socials-contacts-any-website", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used mikolabs/extract-emails-and-socials-contacts-any-website, apify/ai-web-scraper; expected vdrmota/contact-info-scraper" }, { "scenarioId": "booking-scraper-usage-amsterdam-three-adults", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:13:59.542Z", "day": "2026-10-09", "traceId": "6f9defc169c0d508eedccfd1d692a0a3", "observationId": "0d5cf7ab825a810d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6f9defc169c0d508eedccfd1d692a0a3?observation=0d5cf7ab825a810d", "subject": "voyager/booking-scraper", "owner": "google", "skill": "use", "title": "booking / use / amsterdam-three-adults", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer reports 10 hotels retrieved, the cheapest nightly price ($581.22 at OZO Hotels Cordial Amsterdam), and the highest-rated property (Hotel TwentySeven at 9.4), fully satisfying all three requested outputs.", "timestamp": "2026-10-09T04:16:38.455Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer reports 10 hotels retrieved, the cheapest nightly price ($581.22 at OZO Hotels Cordial Amsterdam), and the highest-rated property (Hotel TwentySeven at 9.4), fully satisfying all three requested outputs.", "timestamp": "2026-10-09T04:16:38.413Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-09T04:16:38.373Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:16:38.335Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor used, correct inputs including non-default adults=3, results properly utilized, efficient plan, and complete answer delivered.", "timestamp": "2026-10-09T04:16:38.298Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-09T04:16:38.261Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports 10 hotels retrieved, the cheapest nightly price ($581.22 at OZO Hotels Cordial Amsterdam), and the highest-rated property (Hotel TwentySeven at 9.4), fully satisfying all three requested outputs.", "timestamp": "2026-10-09T04:16:38.225Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: fetch schema, call actor, poll for completion, retrieve items — no redundant calls.", "timestamp": "2026-10-09T04:16:38.181Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 items from the dataset and directly used the name, price, and rating fields to identify the cheapest ($581.22, OZO Hotels Cordial Amsterdam) and highest-rated (9.4, Hotel TwentySeven) properties.", "timestamp": "2026-10-09T04:16:38.106Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed search='Amsterdam', maxItems=10, checkIn='2026-11-06', checkOut='2026-11-08', adults=3, rooms=1, currency='USD' — all correct and matching the deterministic checks that passed for dates, adults, cap, and items.", "timestamp": "2026-10-09T04:16:38.072Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-09T04:16:37.991Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:15:28.564Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-09T04:15:28.527Z", "metadata": {} }, "check.optFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-09T04:15:28.494Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-09T04:15:28.455Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-09T04:15:28.420Z", "metadata": {} }, "check.adults": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): adults", "timestamp": "2026-10-09T04:15:28.377Z", "metadata": {} }, "check.dates": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-09T04:15:28.340Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxItems", "timestamp": "2026-10-09T04:15:28.300Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:15:28.209Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used voyager/booking-scraper", "timestamp": "2026-10-09T04:15:28.126Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer reports 10 hotels retrieved, the cheapest nightly price ($581.22 at OZO Hotels Cordial Amsterdam), and the highest-rated property (Hotel TwentySeven at 9.4), fully satisfying all three requested outputs." }, { "scenarioId": "booking-scraper-discovery-amsterdam-hotels", "experimentId": "deccf1bb27e4d32a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:14:33.781Z", "day": "2026-10-09", "traceId": "11ad357544b8a3df7d8b1251c7e70dfd", "observationId": "11e45598baf4edcf", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/11ad357544b8a3df7d8b1251c7e70dfd?observation=11e45598baf4edcf", "subject": "voyager/booking-scraper", "owner": "google", "skill": "find", "title": "booking / find / amsterdam-hotels", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-09T04:16:41.477Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-09T04:16:41.394Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "santamaria-automations/booking-com-scraper", "comment": "Actors the agent ran: santamaria-automations/booking-com-scraper", "timestamp": "2026-10-09T04:16:41.357Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-09T04:16:41.316Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:16:41.271Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-09T04:16:41.228Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-09T04:16:41.125Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned 10 Amsterdam hotels with prices and identified the cheapest, fulfilling the task requirements, but used the wrong actor (santamaria-automations/booking-com-scraper instead of voyager/booking-scraper) as confirmed by the rightActor FAIL and namedActor FAIL deterministic checks.", "timestamp": "2026-10-09T04:16:41.093Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made exactly 4 tool calls (search, fetch details, run actor, get results) with no redundant steps or retries, which is a direct and efficient path.", "timestamp": "2026-10-09T04:16:41.052Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run result showed itemCount=0 with a note that counts can lag, and the agent correctly followed the nextStep instruction to fetch dataset items before concluding no output was produced.", "timestamp": "2026-10-09T04:16:41.014Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the dataset and used the actual returned hotel names and prices (e.g., Holiday Inn Express at $199.15, Olympic Hotel at $211.19, Anantara at $672.48) in its final answer; however, Hotel Van Gogh and Hotel Hortus appear in the answer but are not visible in the dataset preview, suggesting they may have been in the full dataset not shown in the truncated preview — the facts confirm 10 dataset items were returned.", "timestamp": "2026-10-09T04:16:40.978Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with destination='Amsterdam', destType='CITY', checkin='2026-11-09', checkout='2026-11-11', adults=2, rooms=1, currency='EUR', sortBy='PRICE', maxResults=10 — all well-formed and sensible for the task.", "timestamp": "2026-10-09T04:16:40.945Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task. However, it picked santamaria-automations/booking-com-scraper instead of the intended voyager/booking-scraper, as confirmed by the rightActor FAIL deterministic check.", "timestamp": "2026-10-09T04:16:40.867Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "deccf1bb27e4d32a", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:15:20.859Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-09T04:15:20.825Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:15:20.789Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"voyager/booking-scraper\"", "timestamp": "2026-10-09T04:15:20.713Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-09T04:15:20.636Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "santamaria-automations/booking-com-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper" }, { "scenarioId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:17:48.166Z", "day": "2026-10-09", "traceId": "7114ee486550024dbb97775f81d86abe", "observationId": "67a4d79e32d79569", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7114ee486550024dbb97775f81d86abe?observation=67a4d79e32d79569", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "use", "title": "youtube-shorts / use / mrbeast-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: streamers/youtube-shorts-scraper run FRgsYMlNAQHgFjadY: RUNNING", "timestamp": "2026-10-09T04:38:41.227Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: streamers/youtube-shorts-scraper run FRgsYMlNAQHgFjadY: RUNNING", "timestamp": "2026-10-09T04:38:41.131Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-09T04:38:41.095Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:38:41.059Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: streamers/youtube-shorts-scraper run FRgsYMlNAQHgFjadY: RUNNING", "timestamp": "2026-10-09T04:38:41.022Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-09T04:38:40.980Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task asked for 10 Shorts but the actor run was still RUNNING and only 6-7 items were available; the agent reported only 6 Shorts without noting the run was incomplete or that fewer than 10 were retrieved.", "timestamp": "2026-10-09T04:38:40.944Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a reasonable 3-step path: fetch details, call actor, get dataset items — no unnecessary repetition.", "timestamp": "2026-10-09T04:38:40.907Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The run status was RUNNING (ranOk FAIL) and only 7 items were returned instead of 10, but the agent did not attempt to wait for the run to complete or retry; it proceeded directly to fetch dataset items without acknowledging the incomplete run.", "timestamp": "2026-10-09T04:38:40.870Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 13 numbers in the final answer were found in Actor output, so the agent used real retrieved data.", "timestamp": "2026-10-09T04:38:40.835Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called streamers/youtube-shorts-scraper with channels=[\"MrBeast\"], maxResultsShorts=10, and sortChannelShortsBy=\"POPULAR\", which matches the required input schema exactly.", "timestamp": "2026-10-09T04:38:40.797Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-09T04:38:40.751Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:18:48.031Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-09T04:18:47.979Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 13 numbers found in Actor output", "timestamp": "2026-10-09T04:18:47.885Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 7 items ok", "timestamp": "2026-10-09T04:18:47.849Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 7 items ok", "timestamp": "2026-10-09T04:18:47.778Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResultsShorts", "timestamp": "2026-10-09T04:18:47.707Z", "metadata": {} }, "check.sortPopular": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): sortChannelShortsBy", "timestamp": "2026-10-09T04:18:47.673Z", "metadata": {} }, "check.channelInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): channels[0]", "timestamp": "2026-10-09T04:18:47.634Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: streamers/youtube-shorts-scraper run FRgsYMlNAQHgFjadY: RUNNING", "timestamp": "2026-10-09T04:18:47.585Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-09T04:18:47.524Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: check ranOk: streamers/youtube-shorts-scraper run FRgsYMlNAQHgFjadY: RUNNING" }, { "scenarioId": "youtube-shorts-scraper-discovery-mrbeast-popular", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:17:48.167Z", "day": "2026-10-09", "traceId": "b20739c69d2e9b22cb2213c8a4eb85e5", "observationId": "ef3155aabe67d1a1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b20739c69d2e9b22cb2213c8a4eb85e5?observation=ef3155aabe67d1a1", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "find", "title": "youtube-shorts / find / mrbeast-popular", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer lists all 10 most popular MrBeast Shorts with view counts, likes, and URLs sourced from the actual dataset, and ends with the required 'Actor: streamers/youtube-shorts-scraper' line.", "timestamp": "2026-10-09T04:38:35.414Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer lists all 10 most popular MrBeast Shorts with view counts, likes, and URLs sourced from the actual dataset, and ends with the required 'Actor: streamers/youtube-shorts-scraper' line.", "timestamp": "2026-10-09T04:38:35.378Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: streamers/youtube-shorts-scraper", "timestamp": "2026-10-09T04:38:35.341Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-09T04:38:35.309Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:38:35.269Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly found the right actor, used proper inputs, retrieved real data, handled the running state gracefully, and delivered a complete answer.", "timestamp": "2026-10-09T04:38:35.237Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-09T04:38:35.200Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer lists all 10 most popular MrBeast Shorts with view counts, likes, and URLs sourced from the actual dataset, and ends with the required 'Actor: streamers/youtube-shorts-scraper' line.", "timestamp": "2026-10-09T04:38:35.163Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls in a logical sequence: search, fetch details, call actor, poll for completion, get results — no redundant steps.", "timestamp": "2026-10-09T04:38:35.129Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run was still RUNNING after the initial 45-second wait, so the agent correctly polled with get-actor-run and waited for SUCCEEDED status before fetching results.", "timestamp": "2026-10-09T04:38:35.088Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items with title, viewCount, likes, url, and date fields, and presented all 10 results directly from the dataset in the final answer.", "timestamp": "2026-10-09T04:38:35.054Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed channels=['MrBeast'], maxResultsShorts=10, and sortChannelShortsBy='POPULAR', which are all correct and well-formed inputs for the task.", "timestamp": "2026-10-09T04:38:35.011Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used streamers/youtube-shorts-scraper, the intended actor for scraping YouTube Shorts from a channel.", "timestamp": "2026-10-09T04:38:34.971Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:19:41.853Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-09T04:19:41.814Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{3,}/", "timestamp": "2026-10-09T04:19:41.776Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:19:41.738Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"streamers/youtube-shorts-scraper\"", "timestamp": "2026-10-09T04:19:41.695Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-09T04:19:41.649Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer lists all 10 most popular MrBeast Shorts with view counts, likes, and URLs sourced from the actual dataset, and ends with the required 'Actor: streamers/youtube-shorts-scraper' line." }, { "scenarioId": "youtube-scraper-usage-espresso-engagement", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:17:48.168Z", "day": "2026-10-09", "traceId": "8086002c30adc76600d857618f2ebf7e", "observationId": "95dc69f403313c64", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8086002c30adc76600d857618f2ebf7e?observation=95dc69f403313c64", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "use", "title": "youtube / use / espresso-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements.", "timestamp": "2026-10-09T04:38:25.864Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements.", "timestamp": "2026-10-09T04:38:25.830Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-09T04:38:25.792Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:38:25.749Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, provided proper inputs, retrieved real data, and presented a complete answer with all required engagement metrics.", "timestamp": "2026-10-09T04:38:25.706Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-09T04:38:25.668Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements.", "timestamp": "2026-10-09T04:38:25.623Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run actor, retrieve dataset items — no redundant calls.", "timestamp": "2026-10-09T04:38:25.567Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 12 numbers in the final answer were found in Actor output, and the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-10-09T04:38:25.529Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called streamers/youtube-scraper with searchQueries=[\"home espresso machine review\"] and maxResults=5, which are correct and well-formed inputs matching the schema.", "timestamp": "2026-10-09T04:38:25.493Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-09T04:38:25.451Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:18:37.455Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-09T04:18:37.419Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 12 numbers found in Actor output", "timestamp": "2026-10-09T04:18:37.378Z", "metadata": {} }, "check.engagementFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-09T04:18:37.335Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-09T04:18:37.290Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-09T04:18:37.253Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:18:37.214Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-scraper", "timestamp": "2026-10-09T04:18:37.174Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-09T04:18:37.108Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements." }, { "scenarioId": "tiktok-scraper-discovery-cleantok", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:17:48.168Z", "day": "2026-10-09", "traceId": "87a7c039cfc7417ec80dfd007f3f9c8d", "observationId": "6c4915d1f75e4900", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/87a7c039cfc7417ec80dfd007f3f9c8d?observation=6c4915d1f75e4900", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "find", "title": "tiktok / find / cleantok", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-09T04:38:29.315Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-09T04:38:29.220Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "memo23/tiktok-hashtag-scraper", "comment": "Actors the agent ran: memo23/tiktok-hashtag-scraper", "timestamp": "2026-10-09T04:38:29.152Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-09T04:38:29.033Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:38:28.949Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-09T04:38:28.910Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-09T04:38:28.866Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered a summary of 20 #cleantok videos with real engagement numbers and content themes, fulfilling the task requirements, but used the wrong actor (memo23/tiktok-hashtag-scraper instead of clockworks/tiktok-scraper) and the final line names the wrong actor.", "timestamp": "2026-10-09T04:38:28.825Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch-details, call-actor, get-dataset-items) in a logical sequence with no redundant steps, though it skipped the instructed second broader search.", "timestamp": "2026-10-09T04:38:28.786Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved all 20 dataset items and used the actual play counts, like counts, comment counts, share counts, and creator names from the dataset to build the summary.", "timestamp": "2026-10-09T04:38:28.749Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed hashtags:[\"cleantok\"] and maxResultsPerHashtag:20, which are well-formed inputs matching the actor's schema and correctly cap results at 20.", "timestamp": "2026-10-09T04:38:28.702Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for TikTok hashtag scrapers and selected memo23/tiktok-hashtag-scraper, which is a functional hashtag scraper but not the intended clockworks/tiktok-scraper; the rightActor check is marked FAIL per the deterministic facts.", "timestamp": "2026-10-09T04:38:28.630Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:18:33.500Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-09T04:18:33.461Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:18:33.421Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-scraper\"", "timestamp": "2026-10-09T04:18:33.381Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-09T04:18:33.339Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "memo23/tiktok-hashtag-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper" }, { "scenarioId": "tiktok-scraper-usage-protein-coffee", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:17:48.168Z", "day": "2026-10-09", "traceId": "3df2ffa61dd426579fdbb17f1b282732", "observationId": "e54b0f1d0becbf62", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3df2ffa61dd426579fdbb17f1b282732?observation=e54b0f1d0becbf62", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "use", "title": "tiktok / use / protein-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 10 videos with play counts (4,400,000 down to 461,000), all grounded in retrieved data, fulfilling the task of finding the top 10 by plays — though the ranking order in the table has a minor inconsistency (ranks 6-10 are not in descending order: 560,300; 564,500; 461,000; 487,500; 520,700), but the data itself is real and the task is substantially completed.", "timestamp": "2026-10-09T04:38:34.081Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 10 videos with play counts (4,400,000 down to 461,000), all grounded in retrieved data, fulfilling the task of finding the top 10 by plays — though the ranking order in the table has a minor inconsistency (ranks 6-10 are not in descending order: 560,300; 564,500; 461,000; 487,500; 520,700), but the data itself is real and the task is substantially completed.", "timestamp": "2026-10-09T04:38:34.045Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-09T04:38:34.011Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:38:33.974Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The final table lists ranks 6-10 out of descending order (560,300 at rank 6, then 564,500 at rank 7, 520,700 at rank 10, 487,500 at rank 9, 461,000 at rank 8), meaning the agent failed to properly sort the results before presenting them, which is a reasoning/model failure rather than an Actor or tooling issue.", "timestamp": "2026-10-09T04:38:33.938Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-09T04:38:33.867Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 videos with play counts (4,400,000 down to 461,000), all grounded in retrieved data, fulfilling the task of finding the top 10 by plays — though the ranking order in the table has a minor inconsistency (ranks 6-10 are not in descending order: 560,300; 564,500; 461,000; 487,500; 520,700), but the data itself is real and the task is substantially completed.", "timestamp": "2026-10-09T04:38:33.833Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls (fetch details, run actor, get dataset) with no redundant calls or retries, a direct and efficient path.", "timestamp": "2026-10-09T04:38:33.789Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 20 numbers in the answer were found in Actor output, and the agent retrieved 85 items and sorted them by playCount to produce the top 10 list.", "timestamp": "2026-10-09T04:38:33.751Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries:[\"protein coffee recipe\"], searchSection:\"/video\", resultsPerPage:100, and videoSearchSorting:\"MOST_RELEVANT\" — all valid fields per the input schema.", "timestamp": "2026-10-09T04:38:33.713Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with clockworks/tiktok-scraper, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-09T04:38:33.673Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:19:01.740Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-09T04:19:01.680Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 20 numbers found in Actor output", "timestamp": "2026-10-09T04:19:01.641Z", "metadata": {} }, "check.plays": { "value": 1, "stringValue": null, "comment": "PASS (warn): 100 items ok", "timestamp": "2026-10-09T04:19:01.604Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:19:01.554Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-scraper", "timestamp": "2026-10-09T04:19:01.514Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-09T04:19:01.465Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 10 videos with play counts (4,400,000 down to 461,000), all grounded in retrieved data, fulfilling the task of finding the top 10 by plays — though the ranking order in the table has a minor inconsistency (ranks 6-10 are not in descending order: 560,300; 564,500; 461,000; 487,500; 520,700), but the data itself is real and the task is substantially completed." }, { "scenarioId": "youtube-scraper-discovery-espresso", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:17:48.168Z", "day": "2026-10-09", "traceId": "b18c621e1b7fc39d343f333d5fe706e1", "observationId": "daf636aa6412c863", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b18c621e1b7fc39d343f333d5fe706e1?observation=daf636aa6412c863", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "find", "title": "youtube / find / espresso", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used delicious_zebu/youtube-video-scraper-by-keyword; expected streamers/youtube-scraper", "timestamp": "2026-10-09T04:38:34.062Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used delicious_zebu/youtube-video-scraper-by-keyword; expected streamers/youtube-scraper", "timestamp": "2026-10-09T04:38:33.963Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "delicious_zebu/youtube-video-scraper-by-keyword", "comment": "Actors the agent ran: delicious_zebu/youtube-video-scraper-by-keyword", "timestamp": "2026-10-09T04:38:33.879Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-09T04:38:33.841Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-09T04:38:33.804Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used delicious_zebu/youtube-video-scraper-by-keyword; expected streamers/youtube-scraper", "timestamp": "2026-10-09T04:38:33.768Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-09T04:38:33.692Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered 10 videos with titles, view counts, and channel names from the last month, fulfilling the task requirements, though it used the wrong actor (delicious_zebu instead of streamers/youtube-scraper) and named that wrong actor in the final line.", "timestamp": "2026-10-09T04:38:33.649Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search calls (first for 'YouTube videos', then 'YouTube search') before settling on an actor, adding one extra search step, but the overall path was reasonably direct.", "timestamp": "2026-10-09T04:38:33.609Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from datasetId Kv3nKK9TbbTFXF25r and directly used the returned titles, view counts, and channel names in the final answer.", "timestamp": "2026-10-09T04:38:33.571Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly set search_keywords=['home espresso machines'], max_results=10, upload_date='this_month', sort_by='popularity', and fetch_video_details=true — all appropriate for the task.", "timestamp": "2026-10-09T04:38:33.532Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used delicious_zebu/youtube-video-scraper-by-keyword instead of the intended streamers/youtube-scraper; the rightActor check is FAIL, meaning the wrong actor was selected despite both being YouTube scrapers.", "timestamp": "2026-10-09T04:38:33.480Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:18:37.542Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-09T04:18:37.508Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:18:37.467Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"streamers/youtube-scraper\"", "timestamp": "2026-10-09T04:18:37.425Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used delicious_zebu/youtube-video-scraper-by-keyword; expected streamers/youtube-scraper", "timestamp": "2026-10-09T04:18:37.386Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "delicious_zebu/youtube-video-scraper-by-keyword", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used delicious_zebu/youtube-video-scraper-by-keyword; expected streamers/youtube-scraper" }, { "scenarioId": "tiktok-profile-scraper-usage-apifylife-latest-five", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:18:33.681Z", "day": "2026-10-09", "traceId": "7951b65406b5ed3edbe961484e9ec327", "observationId": "b3d1967be081243b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7951b65406b5ed3edbe961484e9ec327?observation=b3d1967be081243b", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "use", "title": "tiktok-profile / use / apifylife-latest-five", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer reports the follower count (192) and all 5 most recent videos with their play counts, descriptions, and dates, fully grounded in the retrieved data.", "timestamp": "2026-10-09T04:38:23.369Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer reports the follower count (192) and all 5 most recent videos with their play counts, descriptions, and dates, fully grounded in the retrieved data.", "timestamp": "2026-10-09T04:38:23.327Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-09T04:38:23.290Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:38:23.253Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor selected, correct inputs provided, results properly utilized, efficient plan, and complete answer delivered.", "timestamp": "2026-10-09T04:38:23.204Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-09T04:38:23.164Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports the follower count (192) and all 5 most recent videos with their play counts, descriptions, and dates, fully grounded in the retrieved data.", "timestamp": "2026-10-09T04:38:23.122Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls: fetch schema, run actor, get results — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-09T04:38:23.084Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 8 numbers in the final answer (192 followers, 5 play counts) were found in the Actor output, and the agent directly used the dataset fields returned by get-dataset-items.", "timestamp": "2026-10-09T04:38:23.046Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called clockworks/tiktok-profile-scraper with profiles=[\"apifylife\"], profileSorting=\"latest\", and resultsPerPage=5, which are all correct and well-formed inputs matching the schema.", "timestamp": "2026-10-09T04:38:23.013Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with clockworks/tiktok-profile-scraper, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-09T04:38:22.976Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:19:08.028Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-09T04:19:07.991Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 8 numbers found in Actor output", "timestamp": "2026-10-09T04:19:07.954Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-09T04:19:07.916Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-09T04:19:07.876Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsPerPage", "timestamp": "2026-10-09T04:19:07.844Z", "metadata": {} }, "check.profileInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): profiles[0]", "timestamp": "2026-10-09T04:19:07.808Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:19:07.772Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-09T04:19:07.729Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer reports the follower count (192) and all 5 most recent videos with their play counts, descriptions, and dates, fully grounded in the retrieved data." }, { "scenarioId": "tiktok-profile-scraper-discovery-apifylife-followers", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:18:37.589Z", "day": "2026-10-09", "traceId": "3be3188ff4c6d001388b51ef67302b56", "observationId": "b38ef899cfe0db63", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3be3188ff4c6d001388b51ef67302b56?observation=b38ef899cfe0db63", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "find", "title": "tiktok-profile / find / apifylife-followers", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides the follower count (192) and all 5 most recent videos with captions, dates, URLs, and engagement metrics, fully satisfying the task requirements, and ends with the required 'Actor: clockworks/tiktok-profile-scraper' line.", "timestamp": "2026-10-09T04:38:21.107Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides the follower count (192) and all 5 most recent videos with captions, dates, URLs, and engagement metrics, fully satisfying the task requirements, and ends with the required 'Actor: clockworks/tiktok-profile-scraper' line.", "timestamp": "2026-10-09T04:38:21.064Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-profile-scraper", "timestamp": "2026-10-09T04:38:21.019Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-09T04:38:20.987Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:38:20.951Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor selected, correct inputs provided, data properly utilized, efficient plan executed, and task fully completed with accurate retrieved data.", "timestamp": "2026-10-09T04:38:20.907Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-09T04:38:20.867Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides the follower count (192) and all 5 most recent videos with captions, dates, URLs, and engagement metrics, fully satisfying the task requirements, and ends with the required 'Actor: clockworks/tiktok-profile-scraper' line.", "timestamp": "2026-10-09T04:38:20.832Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: search-actors, fetch-actor-details, call-actor, get-dataset-items — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-09T04:38:20.793Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the dataset items returned (authorMeta.fans=192 for follower count, and the 5 video records with text, dates, URLs, and engagement metrics) without fabricating any data.", "timestamp": "2026-10-09T04:38:20.756Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed profiles=['apifylife'], profileSorting='latest', and resultsPerPage=5, which are all correct and well-formed inputs for retrieving the 5 most recent videos from the profile.", "timestamp": "2026-10-09T04:38:20.717Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified clockworks/tiktok-profile-scraper as the right tool for a single profile lookup, confirmed by the rightActor PASS deterministic check.", "timestamp": "2026-10-09T04:38:20.679Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:19:24.832Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-09T04:19:24.791Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{2,}/", "timestamp": "2026-10-09T04:19:24.743Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:19:24.706Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-profile-scraper\"", "timestamp": "2026-10-09T04:19:24.658Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-09T04:19:24.611Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides the follower count (192) and all 5 most recent videos with captions, dates, URLs, and engagement metrics, fully satisfying the task requirements, and ends with the required 'Actor: clockworks/tiktok-profile-scraper' line." }, { "scenarioId": "tiktok-comments-scraper-usage-top-level-only", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:18:37.649Z", "day": "2026-10-09", "traceId": "47481b6ea7c456caf1517023941eab85", "observationId": "75ef7a768582cefb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/47481b6ea7c456caf1517023941eab85?observation=75ef7a768582cefb", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "use", "title": "tiktok-comments / use / top-level-only", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported the top 5 comments by likes with accurate like counts and comment text, all grounded in the retrieved data, fulfilling the task requirements.", "timestamp": "2026-10-09T04:38:17.653Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported the top 5 comments by likes with accurate like counts and comment text, all grounded in the retrieved data, fulfilling the task requirements.", "timestamp": "2026-10-09T04:38:17.603Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-09T04:38:17.569Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:38:17.527Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The minor cap warning about missing commentsPerPost was compensated by topLevelCommentsPerPost:20, and the task was completed successfully with grounded results.", "timestamp": "2026-10-09T04:38:17.490Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-09T04:38:17.453Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported the top 5 comments by likes with accurate like counts and comment text, all grounded in the retrieved data, fulfilling the task requirements.", "timestamp": "2026-10-09T04:38:17.420Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, get results — no redundant calls.", "timestamp": "2026-10-09T04:38:17.383Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the 20 dataset items and correctly sorted them by diggCount to identify the top 5, with all numbers verified as grounded in Actor output (grounded check PASS).", "timestamp": "2026-10-09T04:38:17.335Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used topLevelCommentsPerPost:20 and maxRepliesPerComment:0, which correctly limits to 20 top-level comments with no replies; however the deterministic check flagged that commentsPerPost was missing (cap FAIL), though topLevelCommentsPerPost served the same purpose effectively.", "timestamp": "2026-10-09T04:38:17.294Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with clockworks/tiktok-comments-scraper, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-09T04:38:17.254Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:19:18.731Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-09T04:19:18.689Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 13 numbers found in Actor output", "timestamp": "2026-10-09T04:19:18.627Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-09T04:19:18.552Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-09T04:19:18.508Z", "metadata": {} }, "check.noReplies": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxRepliesPerComment", "timestamp": "2026-10-09T04:19:18.467Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): clockworks/tiktok-comments-scraper: commentsPerPost is missing (expected at most 20)", "timestamp": "2026-10-09T04:19:18.429Z", "metadata": {} }, "check.videoUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): postURLs[0]", "timestamp": "2026-10-09T04:19:18.386Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:19:18.346Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-09T04:19:18.300Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "PASS: The agent correctly reported the top 5 comments by likes with accurate like counts and comment text, all grounded in the retrieved data, fulfilling the task requirements." }, { "scenarioId": "tiktok-comments-scraper-discovery-video-top-comments", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:18:48.078Z", "day": "2026-10-09", "traceId": "aa7c47028242707432826835b760960f", "observationId": "39152ed7120cb05b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/aa7c47028242707432826835b760960f?observation=39152ed7120cb05b", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "find", "title": "tiktok-comments / find / video-top-comments", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent listed the 5 most-liked comments with their like counts drawn from the retrieved data, and ended with exactly 'Actor: clockworks/tiktok-comments-scraper' as required.", "timestamp": "2026-10-09T04:38:18.156Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent listed the 5 most-liked comments with their like counts drawn from the retrieved data, and ended with exactly 'Actor: clockworks/tiktok-comments-scraper' as required.", "timestamp": "2026-10-09T04:38:18.108Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-comments-scraper", "timestamp": "2026-10-09T04:38:18.062Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-09T04:38:18.028Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:38:17.991Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the right actor, used proper inputs, utilized the retrieved data accurately, and completed the task as specified.", "timestamp": "2026-10-09T04:38:17.947Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-09T04:38:17.891Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent listed the 5 most-liked comments with their like counts drawn from the retrieved data, and ended with exactly 'Actor: clockworks/tiktok-comments-scraper' as required.", "timestamp": "2026-10-09T04:38:17.854Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search-actors, fetch-actor-details, call-actor, and get-dataset-items — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-09T04:38:17.823Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 100 dataset items with text and diggCount fields, then correctly sorted by diggCount to identify the 5 most-liked comments, all of which match the data in the tool result preview.", "timestamp": "2026-10-09T04:38:17.775Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct video URL in postURLs, set commentsPerPost to 100, and maxRepliesPerComment to 0, which are all sensible inputs for extracting top-level comments.", "timestamp": "2026-10-09T04:38:17.740Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for 'TikTok comments' and correctly identified and used clockworks/tiktok-comments-scraper, which is the intended actor for this task.", "timestamp": "2026-10-09T04:38:17.696Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:19:44.152Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-09T04:19:44.110Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-09T04:19:44.057Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:19:44.004Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-comments-scraper\"", "timestamp": "2026-10-09T04:19:43.961Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-09T04:19:43.922Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent listed the 5 most-liked comments with their like counts drawn from the retrieved data, and ended with exactly 'Actor: clockworks/tiktok-comments-scraper' as required." }, { "scenarioId": "indeed-scraper-usage-swe-skills", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:19:01.776Z", "day": "2026-10-09", "traceId": "90a2df3e0ddb39b42d961d612aaae815", "observationId": "48bf0ab7476ed95e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/90a2df3e0ddb39b42d961d612aaae815?observation=48bf0ab7476ed95e", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "use", "title": "indeed / use / swe-skills", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 20 real job postings with descriptions and produced a ranked top-5 skills list (Python, ML/AI/LLMs, SQL, CI/CD, AWS) grounded in the actual retrieved descriptions, fulfilling the task requirements.", "timestamp": "2026-10-09T04:38:14.200Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 20 real job postings with descriptions and produced a ranked top-5 skills list (Python, ML/AI/LLMs, SQL, CI/CD, AWS) grounded in the actual retrieved descriptions, fulfilling the task requirements.", "timestamp": "2026-10-09T04:38:14.162Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-09T04:38:14.116Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:38:14.077Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly used the right actor, formed valid inputs, utilized real retrieved data, recovered from errors, and completed the task with a grounded skills analysis.", "timestamp": "2026-10-09T04:38:14.033Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-09T04:38:13.998Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 real job postings with descriptions and produced a ranked top-5 skills list (Python, ML/AI/LLMs, SQL, CI/CD, AWS) grounded in the actual retrieved descriptions, fulfilling the task requirements.", "timestamp": "2026-10-09T04:38:13.960Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct path: fetch actor details, run actor, get dataset items, read full output, then analyze — no unnecessary repetition or redundant calls.", "timestamp": "2026-10-09T04:38:13.921Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the Agent subagent call failed with an InputValidationError and python3 was not found (exit code 127), the agent fell back to manual analysis of the descriptions, which was a reasonable recovery.", "timestamp": "2026-10-09T04:38:13.887Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the full dataset file from disk and referenced specific company names (Tarpon Health, Superhuman, WindBorne, Edgehog, Arena) that appear in the actual retrieved data, grounding the analysis in real results.", "timestamp": "2026-10-09T04:38:13.847Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed position='software engineer', maxItemsPerSearch=20, country='US', and saveOnlyUniqueItems=true — all valid fields per the schema. However, the deterministic check flags that maxItems is missing (the correct field name is maxItemsPerSearch, which was used, but the harness expected 'maxItems' cap check to pass — this is a harness naming issue). The input was otherwise well-formed.", "timestamp": "2026-10-09T04:38:13.808Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items to retrieve job postings from misceres/indeed-scraper, which is the intended actor.", "timestamp": "2026-10-09T04:38:13.766Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:20:10.949Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-09T04:20:10.914Z", "metadata": {} }, "check.descriptions": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-09T04:20:10.875Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-09T04:20:10.777Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): misceres/indeed-scraper: maxItems is missing (expected at most 20)", "timestamp": "2026-10-09T04:20:10.731Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:20:10.695Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used misceres/indeed-scraper", "timestamp": "2026-10-09T04:20:10.601Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-10-09T04:20:10.521Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "PASS: The agent retrieved 20 real job postings with descriptions and produced a ranked top-5 skills list (Python, ML/AI/LLMs, SQL, CI/CD, AWS) grounded in the actual retrieved descriptions, fulfilling the task requirements." }, { "scenarioId": "indeed-scraper-discovery-denver-marketing", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:19:08.064Z", "day": "2026-10-09", "traceId": "ce8aaeac4b2e9b4b59c85db864eba6ec", "observationId": "b8d8106820592f62", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ce8aaeac4b2e9b4b59c85db864eba6ec?observation=b8d8106820592f62", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "find", "title": "indeed / find / denver-marketing", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used curious_coder/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-09T04:38:08.066Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used curious_coder/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-09T04:38:07.969Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "curious_coder/indeed-scraper", "comment": "Actors the agent ran: curious_coder/indeed-scraper", "timestamp": "2026-10-09T04:38:07.922Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-09T04:38:07.848Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-09T04:38:07.816Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used curious_coder/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-09T04:38:07.777Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-09T04:38:07.734Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a table of 10 coordinator postings in Denver with salary ranges and company ratings grounded in retrieved data, fulfilling the benchmarking request, though it used the wrong actor (curious_coder instead of misceres).", "timestamp": "2026-10-09T04:38:07.693Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls: search-actors, fetch-actor-details, call-actor, get-dataset-items — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-09T04:38:07.658Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and accurately reported salaries, company ratings, and review counts from the actual dataset results in the final table.", "timestamp": "2026-10-09T04:38:07.619Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed well-formed inputs: country='us', query='marketing coordinator', location='Denver, CO', count=10, radiusKm=25 — all valid fields per the schema.", "timestamp": "2026-10-09T04:38:07.577Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Indeed job scrapers and selected curious_coder/indeed-scraper, which is a valid Indeed scraper that succeeded and returned 10 items, though the intended actor was misceres/indeed-scraper (rightActor check FAIL).", "timestamp": "2026-10-09T04:38:07.538Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:19:42.593Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-09T04:19:42.553Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:19:42.517Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"misceres/indeed-scraper\"", "timestamp": "2026-10-09T04:19:42.479Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used curious_coder/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-09T04:19:42.439Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "curious_coder/indeed-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used curious_coder/indeed-scraper; expected misceres/indeed-scraper" }, { "scenarioId": "amazon-reviews-scraper-usage-helpful-thirty", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:19:18.770Z", "day": "2026-10-09", "traceId": "df4f3bea6f4729f2b60da80c6545ab78", "observationId": "6333b11b497595b7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/df4f3bea6f4729f2b60da80c6545ab78?observation=6333b11b497595b7", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "use", "title": "amazon-reviews / use / helpful-thirty", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-09T04:38:11.111Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:38:10.995Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "After retrieving 10 dataset items and seeing the run stuck at 'Crawled 4/5 pages' with no item count change across multiple polls, the agent should have used the available 10 reviews to produce a partial summary rather than repeatedly polling until session timeout. The agent called get-actor-run 4 times (runId fEGfC6JWYLZHlwpPu) without acting on the data already in hand.", "timestamp": "2026-10-09T04:38:10.956Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-09T04:38:10.891Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never produced a summary of top 3 complaints and top 3 praises; the final answer is just a status message about waiting, and the deterministic check shape:FAIL confirms no numeric content in the answer.", "timestamp": "2026-10-09T04:38:10.851Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent polled get-actor-run 4 times after the run was already RUNNING with 10 items available, spending ~200 seconds waiting instead of working with the available data after the first or second poll showed no progress.", "timestamp": "2026-10-09T04:38:10.814Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The first call failed with a validation error (must be object) and the agent correctly fixed the input format on the retry. However, when the run stayed RUNNING for 200+ seconds, the agent kept polling without taking action on the 10 available items until the session timed out.", "timestamp": "2026-10-09T04:38:10.774Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved 10 dataset items and previewed them but the session timed out before the run completed and before the agent could produce a summary; the agent never used the retrieved review data to generate the requested complaints/praises summary.", "timestamp": "2026-10-09T04:38:10.731Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call used productUrls as a plain string array which failed validation; the agent corrected it to the object format [{\"url\":\"...\"}] with maxReviews:30 and sort:\"helpful\", but the deterministic check productUrl FAIL indicates the URL was not properly registered in the input (productUrls[0].url missing match). The corrected second call did include the proper object format and the URL B0CWXNS552.", "timestamp": "2026-10-09T04:38:10.689Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-reviews-scraper, fetched actor details first, then called the actor — all appropriate tool choices for the task.", "timestamp": "2026-10-09T04:38:10.629Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-09T04:24:19.324Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, productUrl, shape", "timestamp": "2026-10-09T04:24:19.291Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\d+/", "timestamp": "2026-10-09T04:24:19.256Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-09T04:24:19.218Z", "metadata": {} }, "check.sortHelpful": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): sort", "timestamp": "2026-10-09T04:24:19.175Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxReviews", "timestamp": "2026-10-09T04:24:19.136Z", "metadata": {} }, "check.productUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper: productUrls[0].url is missing (expected to match /B0CWXNS552/)", "timestamp": "2026-10-09T04:24:19.104Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper run : CALL-FAILED; junglee/amazon-reviews-scraper run fEGfC6JWYLZHlwpPu: RUNNING", "timestamp": "2026-10-09T04:24:19.067Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-09T04:24:19.029Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "shape", "productUrl", "ranOk" ], "judgeComment": null }, { "scenarioId": "amazon-reviews-scraper-discovery-product-complaints", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:19:24.872Z", "day": "2026-10-09", "traceId": "15f61a016e88dab5cf08316848d371d2", "observationId": "34d2d91e21b65180", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/15f61a016e88dab5cf08316848d371d2?observation=34d2d91e21b65180", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "find", "title": "amazon-reviews / find / product-complaints", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run wzKawIlsKuEbIZDrG (junglee/amazon-reviews-scraper) ABORTED", "timestamp": "2026-10-09T04:38:05.678Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:38:05.280Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The junglee/amazon-reviews-scraper run wzKawIlsKuEbIZDrG stayed stuck at 'Crawled 1/2 pages' for over 3 minutes with 0 dataset items, providing no actionable error message to explain why it wasn't completing or producing output. Better error messaging would have allowed the agent to diagnose and recover faster rather than repeatedly polling a stalled run.", "timestamp": "2026-10-09T04:38:05.219Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "13 tool calls valid", "timestamp": "2026-10-09T04:38:05.184Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never retrieved any reviews and ended mid-investigation with a WebFetch call, providing no summary of complaints or praises, and the final answer was just a status update rather than the requested review analysis.", "timestamp": "2026-10-09T04:38:05.148Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 actor runs (exceeding the expected maximum of 3), tried two runs of delicious_zebu before switching to junglee, and spent excessive time polling a stalled run rather than aborting sooner, making the path inefficient.", "timestamp": "2026-10-09T04:38:05.111Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent tried multiple actors after failures, aborted the long-running junglee run after it stalled at 1/2 pages for 3+ minutes, and attempted a WebFetch to verify the product exists - showing reasonable recovery attempts, though it ran out of turns before completing.", "timestamp": "2026-10-09T04:38:05.063Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "For junglee/amazon-reviews-scraper, the agent correctly passed productUrls as an array of objects with url field, maxReviews=30, sort='helpful', and filterByRatings=['allStars'] - all matching the input schema requirements.", "timestamp": "2026-10-09T04:38:05.012Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified junglee/amazon-reviews-scraper as the primary tool, but also tried delicious_zebu and axesso_data scrapers, which is acceptable as fallback attempts. The right actor was eventually used.", "timestamp": "2026-10-09T04:38:04.963Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run wzKawIlsKuEbIZDrG (junglee/amazon-reviews-scraper) ABORTED; Actor run PvPu5txzbQcrVfrbZ (axesso_data/amazon-reviews-scraper) FAILED", "timestamp": "2026-10-09T04:24:17.005Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor", "timestamp": "2026-10-09T04:24:16.970Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-10-09T04:24:16.933Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"junglee/amazon-reviews-scraper\"", "timestamp": "2026-10-09T04:24:16.855Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-09T04:24:16.779Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk", "namedActor" ], "judgeComment": null }, { "scenarioId": "amazon-crawler-usage-earbuds-search-url", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:19:41.889Z", "day": "2026-10-09", "traceId": "fbecc68071cdc189199b73272abc3a85", "observationId": "f549ce934edf1e05", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/fbecc68071cdc189199b73272abc3a85?observation=f549ce934edf1e05", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "use", "title": "amazon / use / earbuds-search-url", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-09T04:38:01.685Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-09T04:38:01.567Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-09T04:38:01.516Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-09T04:38:01.479Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED; check searchUrl: junglee/amazon-crawler: categoryOrProductUrls[0].url is missing (expected to match /amazon\\.com/s\\?k=wireless\\+earbuds/)", "timestamp": "2026-10-09T04:38:01.434Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-09T04:38:01.390Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent successfully retrieved and reported 10 products with prices and ratings; one item (JBL Vibe Beam 2) had no price (shown as N/A), consistent with the harness fact that 1 of 10 items fails the price field check, but the task is substantially completed with real scraped data.", "timestamp": "2026-10-09T04:38:01.348Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra call due to the input format error, but otherwise the flow was direct: fetch details, call actor (failed), call actor again with fixed input (succeeded), get dataset items.", "timestamp": "2026-10-09T04:38:01.308Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed due to input validation (array of strings instead of array of objects), the agent correctly identified the issue and reformatted the input to use [{\"url\": \"...\"}] format, which succeeded on the second attempt.", "timestamp": "2026-10-09T04:38:01.261Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned title, price.value, price.currency, stars, and reviewsCount fields to populate the final answer table, matching the preview data exactly.", "timestamp": "2026-10-09T04:38:01.222Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call failed because categoryOrProductUrls was passed as an array of strings instead of objects with 'url' property; the second call correctly used [{\"url\": \"https://www.amazon.com/s?k=wireless+earbuds\"}] format and succeeded. However, the facts show searchUrl check FAILED because the first successful run (gfdljO8m7uR3ynxa2) used the correct URL format, but the harness still flagged it as missing - the first call-actor attempt CALL-FAILED used wrong format.", "timestamp": "2026-10-09T04:38:01.188Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-crawler, which is the exact actor specified in the task, and also used fetch-actor-details and get-dataset-items appropriately.", "timestamp": "2026-10-09T04:38:01.154Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:20:22.029Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, searchUrl", "timestamp": "2026-10-09T04:20:21.984Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-09T04:20:21.949Z", "metadata": {} }, "check.field": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 1 of 10 items fail price exists undefined", "timestamp": "2026-10-09T04:20:21.911Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-09T04:20:21.832Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxItemsPerStartUrl", "timestamp": "2026-10-09T04:20:21.788Z", "metadata": {} }, "check.searchUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler: categoryOrProductUrls[0].url is missing (expected to match /amazon\\.com/s\\?k=wireless\\+earbuds/)", "timestamp": "2026-10-09T04:20:21.751Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-09T04:20:21.674Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-crawler", "timestamp": "2026-10-09T04:20:21.591Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "field", "searchUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED" }, { "scenarioId": "amazon-crawler-discovery-wireless-earbuds", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:19:42.632Z", "day": "2026-10-09", "traceId": "231c1316a46fb3463a97a57bd6a94e90", "observationId": "8c1e2417243cd5f4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/231c1316a46fb3463a97a57bd6a94e90?observation=8c1e2417243cd5f4", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "find", "title": "amazon / find / wireless-earbuds", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used powerai/amazon-product-search-scraper; expected junglee/amazon-crawler", "timestamp": "2026-10-09T04:37:56.749Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used powerai/amazon-product-search-scraper; expected junglee/amazon-crawler", "timestamp": "2026-10-09T04:37:56.646Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "powerai/amazon-product-search-scraper", "comment": "Actors the agent ran: powerai/amazon-product-search-scraper", "timestamp": "2026-10-09T04:37:56.602Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-09T04:37:56.564Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-09T04:37:56.525Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used powerai/amazon-product-search-scraper; expected junglee/amazon-crawler", "timestamp": "2026-10-09T04:37:56.490Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-09T04:37:56.454Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned 10 wireless earbuds with prices and ratings from actual scraped data, fulfilling the task requirements, though it used the wrong actor (powerai instead of junglee/amazon-crawler) and one item had no price.", "timestamp": "2026-10-09T04:37:56.403Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: search-actors, fetch-actor-details, two call-actor attempts (one failed due to input error), and get-dataset-items, which is reasonably direct with only one extra call due to the input error.", "timestamp": "2026-10-09T04:37:56.365Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'Field input.maxResults must be >= 20', the agent immediately retried with maxResults=20 and succeeded.", "timestamp": "2026-10-09T04:37:56.331Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the successful run and directly used the product_title, product_price, product_star_rating, and product_num_ratings fields in the final answer, matching the tool result preview.", "timestamp": "2026-10-09T04:37:56.285Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "After the first call failed due to maxResults<20 constraint, the agent corrected the input to maxResults=20 and used sort_by=BEST_SELLERS and geo=US, which are sensible arguments for the task.", "timestamp": "2026-10-09T04:37:56.246Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent found junglee/amazon-crawler in the first search result but chose powerai/amazon-product-search-scraper instead, which is a less established actor with fewer users; the intended actor was junglee/amazon-crawler per the facts.", "timestamp": "2026-10-09T04:37:56.177Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:20:26.948Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-09T04:20:26.864Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-09T04:20:26.794Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): powerai/amazon-product-search-scraper run : CALL-FAILED", "timestamp": "2026-10-09T04:20:26.744Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"junglee/amazon-crawler\"", "timestamp": "2026-10-09T04:20:26.707Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used powerai/amazon-product-search-scraper; expected junglee/amazon-crawler", "timestamp": "2026-10-09T04:20:26.638Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "powerai/amazon-product-search-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used powerai/amazon-product-search-scraper; expected junglee/amazon-crawler" }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:19:44.192Z", "day": "2026-10-09", "traceId": "382c00ee3e51917d72bf0ae9dd330323", "observationId": "f7ed3450b8a2a9e2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/382c00ee3e51917d72bf0ae9dd330323?observation=f7ed3450b8a2a9e2", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 5 Actor run(s), expected at most 2", "timestamp": "2026-10-09T04:37:58.213Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 5 Actor run(s), expected at most 2", "timestamp": "2026-10-09T04:37:58.110Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-09T04:37:58.069Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:37:58.025Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 5 Actor run(s), expected at most 2", "timestamp": "2026-10-09T04:37:57.982Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "11 tool calls valid", "timestamp": "2026-10-09T04:37:57.943Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns without delivering a final summary report. The crawl got 13 items (exceeding the 10-page cap) from outside the platform section (no URL filtering), saveHtml was never properly set, and the agent never confirmed HTML was saved or reported the page count to the user. Multiple deterministic checks fail: sectionFilter, saveHtml, items count, and ranOk.", "timestamp": "2026-10-09T04:37:57.904Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 5 Actor runs (one failed, three returned only 1 page each due to configuration issues, one final successful run) when ideally 1-2 runs should have sufficed. The deterministic check confirms 'ranOk: FAIL — 5 Actor run(s), expected at most 2'.", "timestamp": "2026-10-09T04:37:57.868Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with input validation error (saveHtmlAsFile wrong format), the agent corrected the glob format and retried. When runs returned only 1 page due to overly restrictive exclude globs, the agent adjusted the approach and removed the exclude pattern.", "timestamp": "2026-10-09T04:37:57.834Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the final run and read the full output file, using real data from the crawl to report results.", "timestamp": "2026-10-09T04:37:57.799Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent never set saveHtml=true (only saveHtmlAsFile=true which is a different field), never properly set includeUrlGlobs to restrict to platform section in the successful multi-page run, and the final run had no URL filtering causing it to crawl outside the platform section (pages like /actors, /storage, /academy were included). The deterministic checks confirm saveHtml missing and sectionFilter missing.", "timestamp": "2026-10-09T04:37:57.762Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/website-content-crawler for the task and used appropriate supporting tools (fetch-actor-details, call-actor, get-dataset-items, get-actor-run).", "timestamp": "2026-10-09T04:37:57.722Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:24:44.439Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-09T04:24:44.402Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 16 items, expected at most 10", "timestamp": "2026-10-09T04:24:44.367Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true)", "timestamp": "2026-10-09T04:24:44.332Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs is missing (expected to be set)", "timestamp": "2026-10-09T04:24:44.296Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 5 run(s): maxCrawlPages", "timestamp": "2026-10-09T04:24:44.260Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 5 run(s): startUrls[0].url", "timestamp": "2026-10-09T04:24:44.222Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 5 Actor run(s), expected at most 2", "timestamp": "2026-10-09T04:24:44.145Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-09T04:24:44.070Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter", "ranOk" ], "judgeComment": "FAIL: check ranOk: 5 Actor run(s), expected at most 2" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:20:10.984Z", "day": "2026-10-09", "traceId": "132d52ff4608cc25821ee5aea85516d8", "observationId": "2b7d8e0747e20c95", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/132d52ff4608cc25821ee5aea85516d8?observation=2b7d8e0747e20c95", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used maximedupre/webpage-text-extractor; expected apify/website-content-crawler", "timestamp": "2026-10-09T04:37:52.376Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used maximedupre/webpage-text-extractor; expected apify/website-content-crawler", "timestamp": "2026-10-09T04:37:52.283Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "maximedupre/webpage-text-extractor", "comment": "Actors the agent ran: maximedupre/webpage-text-extractor", "timestamp": "2026-10-09T04:37:52.244Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-09T04:37:52.210Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:37:52.171Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used maximedupre/webpage-text-extractor; expected apify/website-content-crawler", "timestamp": "2026-10-09T04:37:52.111Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "13 tool calls valid", "timestamp": "2026-10-09T04:37:52.076Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent used the wrong Actor (maximedupre/webpage-text-extractor instead of apify/website-content-crawler), ran 4 runs instead of at most 3, never set a page cap parameter, and reported 20 pages by manually assembling URLs across multiple runs rather than crawling — the task was not completed as intended.", "timestamp": "2026-10-09T04:37:52.037Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 4 separate Actor runs (exceeding the expected maximum of 3) because it manually scraped the index page first, then course pages, then lesson pages, then 3 more pages — a fragmented approach that a proper crawler would handle in one run.", "timestamp": "2026-10-09T04:37:51.997Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the dataset items returned by get-dataset-items to report real titles and page counts, not invented data.", "timestamp": "2026-10-09T04:37:51.957Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent provided startUrls and extractionMode correctly, but never set maxCrawlPages (the actor uses 'maxPages' field) as a cap — the pageCap deterministic check confirms maxCrawlPages was missing on all 4 runs, and the agent manually assembled URL lists instead of letting a crawler discover pages.", "timestamp": "2026-10-09T04:37:51.905Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose maximedupre/webpage-text-extractor instead of the intended apify/website-content-crawler; the search returned the wrong actor first and the agent did not search further for the canonical Apify-official crawler designed for multi-page crawling.", "timestamp": "2026-10-09T04:37:51.827Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:22:24.598Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-09T04:22:24.558Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): maximedupre/webpage-text-extractor: maxCrawlPages is missing (expected at most 20); maximedupre/webpage-text-extractor: maxCrawlPages is missing (expected at most 20); maximedupre/webpage-text-extractor: maxCrawlPages is missing (expected at most 20); maximedupre/webpage-text-extractor: maxCrawlPages is missing (expected at most 20)", "timestamp": "2026-10-09T04:22:24.524Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s): startUrls[0].url", "timestamp": "2026-10-09T04:22:24.482Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-10-09T04:22:24.444Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-09T04:22:24.354Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used maximedupre/webpage-text-extractor; expected apify/website-content-crawler", "timestamp": "2026-10-09T04:22:24.267Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "maximedupre/webpage-text-extractor", "infraOk": true, "failedChecks": [ "pageCap", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used maximedupre/webpage-text-extractor; expected apify/website-content-crawler" }, { "scenarioId": "web-scraper-usage-coinmarketcap-top-ten", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:20:22.065Z", "day": "2026-10-09", "traceId": "febbe83fa2ef6fd1c173c93a79579435", "observationId": "55a2cc7eb490bd61", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/febbe83fa2ef6fd1c173c93a79579435?observation=55a2cc7eb490bd61", "subject": "apify/web-scraper", "owner": "universe", "skill": "use", "title": "web / use / coinmarketcap-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-09T04:37:45.166Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:37:44.990Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The successful run (7N5MKIJlUmbBUhwOB) returned 9 items but the 'name' field contained only numbers (1,2,3...) instead of cryptocurrency names, because the page function's CSS selectors didn't correctly target the rendered CoinMarketCap table structure. The agent then had to retry multiple times trying to fix the page function, leading to session timeout.", "timestamp": "2026-10-09T04:37:44.956Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "11 tool calls valid", "timestamp": "2026-10-09T04:37:44.909Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never delivered a final answer with 10 cryptocurrency names and prices; the conversation ends mid-execution with the fourth run still RUNNING and no final answer presented to the user. The shape check also FAILed as no properly formatted prices were reported.", "timestamp": "2026-10-09T04:37:44.871Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 Actor runs (exceeding the expected maximum of 2) - the first failed on input validation, the second succeeded but with bad data, the third was aborted after stalling, and the fourth was still running when the session timed out, indicating excessive retries.", "timestamp": "2026-10-09T04:37:44.831Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with input validation error, the agent corrected the input and retried; when the second run returned malformed data (names as numbers), the agent attempted another run; when the third run stalled, the agent aborted it and tried again - showing reasonable error recovery, though the session timed out before completion.", "timestamp": "2026-10-09T04:37:44.794Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from the successful run (7N5MKIJlUmbBUhwOB) and used the returned data, but the names were just numbers (1,2,3...) rather than actual cryptocurrency names, indicating the page function didn't extract names correctly from the rendered page.", "timestamp": "2026-10-09T04:37:44.754Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call-actor attempt failed due to missing proxyConfiguration (input validation failed), but the second call correctly included startUrls, pageFunction, maxPagesPerCrawl=1, injectJQuery=true, and proxyConfiguration with useApifyProxy:true, which succeeded.", "timestamp": "2026-10-09T04:37:44.719Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/web-scraper for scraping CoinMarketCap, which is the intended Actor named in the prompt.", "timestamp": "2026-10-09T04:37:44.675Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out; Actor run tWZZ3SPfOuekEOCrG (apify/web-scraper) ABORTED", "timestamp": "2026-10-09T04:25:22.740Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, shape", "timestamp": "2026-10-09T04:25:22.705Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\$\\s?\\d[\\d,]*\\.\\d{2}/", "timestamp": "2026-10-09T04:25:22.670Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 9 items ok", "timestamp": "2026-10-09T04:25:22.635Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 4 run(s): maxPagesPerCrawl", "timestamp": "2026-10-09T04:25:22.583Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s): pageFunction", "timestamp": "2026-10-09T04:25:22.550Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s): startUrls[0].url", "timestamp": "2026-10-09T04:25:22.514Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-09T04:25:22.478Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-10-09T04:25:22.431Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "shape", "ranOk" ], "judgeComment": null }, { "scenarioId": "web-scraper-discovery-waterstones-headless", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:20:26.988Z", "day": "2026-10-09", "traceId": "8dcb384ea9af9d42c0965dc929ece281", "observationId": "2fbbd00b85081f74", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8dcb384ea9af9d42c0965dc929ece281?observation=2fbbd00b85081f74", "subject": "apify/web-scraper", "owner": "universe", "skill": "find", "title": "web / find / waterstones-headless", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run BddJObZ63SbnTcW1V (apify/ai-web-scraper) FAILED", "timestamp": "2026-10-09T04:37:46.313Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:37:46.218Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The web-scraper runs consistently missed maxPagesPerCrawl (required to cap at 1 page) and one call used proxyConfiguration:{useApifyProxy:false} causing a CALL-FAILED validation error. Setting maxPagesPerCrawl:1 and always using useApifyProxy:true from the start would have reduced wasted runs and kept the scraper within the expected input schema.", "timestamp": "2026-10-09T04:37:46.182Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "14 tool calls valid", "timestamp": "2026-10-09T04:37:46.134Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns without ever extracting any product names or prices from the Waterstones page, and the final answer does not contain 10 results or the required 'Actor: apify/web-scraper' line.", "timestamp": "2026-10-09T04:37:46.093Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 6 Actor runs (facts confirm FAIL on ranOk), tried three different Actors, and ran multiple redundant web-scraper attempts without resolving the core 403 blocking problem, making the path highly inefficient.", "timestamp": "2026-10-09T04:37:46.051Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When ai-web-scraper failed, the agent switched to web-scraper; when 403 errors appeared, it tried headless:false and useChrome:true; however it ran 6 Actor runs (exceeding the 3-run limit) and never resolved the blocking issue, ending without any product data.", "timestamp": "2026-10-09T04:37:46.009Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent checked dataset items after each run (e.g., fetched datasetId fSgE8ABFN3LPReEwr and fXrElo2Us37VB0DY7) and used the error messages to diagnose 403 blocking, showing it used retrieved data rather than inventing results.", "timestamp": "2026-10-09T04:37:45.970Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The web-scraper calls included a pageFunction and proxyConfiguration as required, but maxPagesPerCrawl was missing in most runs (deterministic check FAIL), and the agent tried proxyConfiguration:{useApifyProxy:false} which caused a CALL-FAILED validation error.", "timestamp": "2026-10-09T04:37:45.927Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified apify/web-scraper as the right tool for JavaScript-heavy sites, but also tried apify/ai-web-scraper and egeusta/product-data-extractor which are wrong siblings for this task requiring custom field extraction with a pageFunction.", "timestamp": "2026-10-09T04:37:45.886Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run BddJObZ63SbnTcW1V (apify/ai-web-scraper) FAILED", "timestamp": "2026-10-09T04:23:21.430Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor, pageFunction", "timestamp": "2026-10-09T04:23:21.395Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper: maxPagesPerCrawl is missing (expected at most 5); apify/web-scraper: maxPagesPerCrawl is missing (expected at most 5); apify/web-scraper: maxPagesPerCrawl is missing (expected at most 5); egeusta/product-data-extractor: maxPagesPerCrawl is missing (expected at most 5)", "timestamp": "2026-10-09T04:23:21.357Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: apify/ai-web-scraper: pageFunction is missing (expected to be set); egeusta/product-data-extractor: pageFunction is missing (expected to be set)", "timestamp": "2026-10-09T04:23:21.304Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 6 Actor run(s), expected at most 3", "timestamp": "2026-10-09T04:23:21.262Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/web-scraper\"", "timestamp": "2026-10-09T04:23:21.184Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-10-09T04:23:21.099Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pageCap", "pageFunction", "ranOk", "namedActor" ], "judgeComment": null }, { "scenarioId": "rag-web-browser-usage-sf-startups-markdown", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:22:24.629Z", "day": "2026-10-09", "traceId": "010acb715a14bd3404368ebeb2dfc7d9", "observationId": "78cf3425c10c6f2d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/010acb715a14bd3404368ebeb2dfc7d9?observation=78cf3425c10c6f2d", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "use", "title": "rag-web-browser / use / sf-startups-markdown", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-09T04:37:40.619Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-09T04:37:40.527Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-09T04:37:40.491Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-09T04:37:40.452Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The agent silently dropped the YouTube result (https://www.youtube.com/watch?v=N2n3sCHmTWQ) from the final answer, delivering only 4 of the 5 requested results. The data was available in the jq output but the agent chose not to include it, failing to meet the task requirement of top 5 results.", "timestamp": "2026-10-09T04:37:40.413Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-09T04:37:40.375Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer provides only 4 results instead of the requested 5 (the YouTube result was silently dropped), and the task asked for 5 results with URLs and two-line summaries; the agent delivered 4 results with multi-sentence summaries rather than two-line summaries.", "timestamp": "2026-10-09T04:37:40.329Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra jq call (first with 500 chars, then 800 chars, then 2000 chars) to get sufficient content for summaries, which is minor redundancy but reasonable given the size constraints.", "timestamp": "2026-10-09T04:37:40.282Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When get-dataset-items returned a result too large for context, the agent correctly pivoted to using Bash/jq to extract only the needed fields from the saved file.", "timestamp": "2026-10-09T04:37:40.244Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used jq to extract URLs, titles, and markdown content from the dataset file, and the summaries in the final answer are grounded in the actual scraped content (e.g., the mobcoder.ai summary correctly cites OpenAI, Anthropic, xAI, Waymo, Scale AI from the markdown).", "timestamp": "2026-10-09T04:37:40.202Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with query='fastest growing startups in San Francisco 2026', maxResults=5, and outputFormats=['markdown'], which matches the schema requirements and the task.", "timestamp": "2026-10-09T04:37:40.164Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with apify/rag-web-browser, then get-dataset-items and Bash/jq to extract results — all appropriate tools for the task.", "timestamp": "2026-10-09T04:37:40.127Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:23:31.991Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-09T04:23:31.953Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-10-09T04:23:31.918Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-09T04:23:31.879Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-09T04:23:31.847Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): query", "timestamp": "2026-10-09T04:23:31.761Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:23:31.725Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/rag-web-browser", "timestamp": "2026-10-09T04:23:31.646Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "rag-web-browser-discovery-web-search-with-sources", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:23:21.464Z", "day": "2026-10-09", "traceId": "f9686820fc4d78cf3865527a82a2e08d", "observationId": "8bb0fe3c62ec348d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f9686820fc4d78cf3865527a82a2e08d?observation=8bb0fe3c62ec348d", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "find", "title": "rag-web-browser / find / web-search-with-sources", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-09T04:37:39.306Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-09T04:37:39.213Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "none", "comment": "the agent ran no Actor", "timestamp": "2026-10-09T04:37:39.176Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-09T04:37:39.137Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:37:39.099Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-09T04:37:39.065Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent provided a well-sourced answer with quotes and URLs, but failed the core requirement of using apify/rag-web-browser — it used native WebSearch/WebFetch tools instead, and explicitly stated 'No Apify Actor was used' rather than fulfilling the Apify platform task.", "timestamp": "2026-10-09T04:37:39.016Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 11 tool calls including fetching 5 separate Wikipedia pages for individual films, which is somewhat redundant given the initial WebSearch already returned the top 5 with figures, but the approach was methodical rather than pointlessly repetitive.", "timestamp": "2026-10-09T04:37:38.977Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When Box Office Mojo and Rotten Tomatoes returned 404 errors, the agent pivoted to Wikipedia pages for individual films, which successfully returned the needed data.", "timestamp": "2026-10-09T04:37:38.937Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent quoted directly from Wikipedia pages fetched via WebFetch (e.g., 'Skyfall grossed $1.109 billion worldwide...the fourteenth film to pass the billion-dollar mark') and listed source URLs, so retrieved data was used rather than invented.", "timestamp": "2026-10-09T04:37:38.901Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The WebSearch queries were well-formed and relevant (e.g., 'highest grossing James Bond movies box office all time'), and WebFetch URLs were valid Wikipedia pages for individual Bond films.", "timestamp": "2026-10-09T04:37:38.828Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used only WebSearch and WebFetch tools instead of discovering and running the apify/rag-web-browser Actor as required by the task; it never searched the Apify store or triggered any Actor run.", "timestamp": "2026-10-09T04:37:38.749Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:24:25.261Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, query", "timestamp": "2026-10-09T04:24:25.221Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-10-09T04:24:25.183Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-09T04:24:25.146Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-09T04:24:25.111Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/rag-web-browser\"", "timestamp": "2026-10-09T04:24:25.078Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-09T04:24:25.032Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "none", "infraOk": true, "failedChecks": [ "query", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser" }, { "scenarioId": "cheerio-scraper-usage-foyles-manga-two-hops", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:23:32.021Z", "day": "2026-10-09", "traceId": "4823922238a1febc3beb7e963d6f827c", "observationId": "778680b42eccf9ee", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4823922238a1febc3beb7e963d6f827c?observation=778680b42eccf9ee", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "use", "title": "cheerio / use / foyles-manga-two-hops", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 6 Actor run(s), expected at most 2", "timestamp": "2026-10-09T04:37:31.385Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 6 Actor run(s), expected at most 2", "timestamp": "2026-10-09T04:37:31.294Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-09T04:37:31.256Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:37:31.221Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 6 Actor run(s), expected at most 2", "timestamp": "2026-10-09T04:37:31.183Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 0, "stringValue": null, "comment": "call-actor: data must have required property 'actor', data must have required property 'input', data must NOT have additional properties", "timestamp": "2026-10-09T04:37:31.144Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No book data was ever retrieved - 0 dataset items were produced across all runs, and the agent ran out of turns without showing any title/price JSON objects as requested.", "timestamp": "2026-10-09T04:37:31.094Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 6 Actor runs (expected at most 2), repeatedly failed input validation with the same pseudoUrls format issue, fetched actor details twice, and ultimately ran out of turns without producing any book data.", "timestamp": "2026-10-09T04:37:31.053Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When cheerio-scraper returned 403 errors, the agent reasonably pivoted to web-scraper, but the web-scraper call also failed input validation and the agent ran out of turns without resolving the issue.", "timestamp": "2026-10-09T04:37:31.014Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent correctly retrieved the dataset items showing 403 errors and used that information to decide to switch to a browser-based scraper.", "timestamp": "2026-10-09T04:37:30.967Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent repeatedly failed input validation for apify/cheerio-scraper with pseudoUrls formatted as plain strings instead of objects with a 'purl' key, causing 3 CALL-FAILED runs before finally getting a valid call through with a simpler config. The web-scraper call also failed input validation with maxCrawlingDepth and maxPagesPerCrawl missing.", "timestamp": "2026-10-09T04:37:30.933Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected apify/cheerio-scraper as specified in the task, and later tried apify/web-scraper as a fallback when the site returned 403 errors.", "timestamp": "2026-10-09T04:37:30.897Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:25:19.497Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-09T04:25:19.456Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 items, expected at least 1", "timestamp": "2026-10-09T04:25:19.418Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/web-scraper: maxPagesPerCrawl is missing (expected at most 20)", "timestamp": "2026-10-09T04:25:19.385Z", "metadata": {} }, "check.depth": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/web-scraper: maxCrawlingDepth is missing (expected at most 2)", "timestamp": "2026-10-09T04:25:19.349Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 6 run(s): pageFunction", "timestamp": "2026-10-09T04:25:19.309Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 6 run(s): startUrls[0].url", "timestamp": "2026-10-09T04:25:19.220Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 6 Actor run(s), expected at most 2", "timestamp": "2026-10-09T04:25:19.182Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/cheerio-scraper", "timestamp": "2026-10-09T04:25:19.092Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "schemaValidity", "items", "pageCap", "depth", "ranOk" ], "judgeComment": "FAIL: check ranOk: 6 Actor run(s), expected at most 2" }, { "scenarioId": "cheerio-scraper-discovery-ikea-static-catalog", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:24:17.040Z", "day": "2026-10-09", "traceId": "e7243dd3bee9f33a4e0bf82fa05032a1", "observationId": "ca2289eec4dbe635", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e7243dd3bee9f33a4e0bf82fa05032a1?observation=ca2289eec4dbe635", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "find", "title": "cheerio / find / ikea-static-catalog", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-09T04:37:31.783Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-09T04:37:31.633Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "pintostudio/ikea-products-bycategory", "comment": "Actors the agent ran: pintostudio/ikea-products-bycategory", "timestamp": "2026-10-09T04:37:31.594Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-09T04:37:31.556Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:37:31.523Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-09T04:37:31.482Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-09T04:37:31.444Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned 9 (not 10) product names and prices from the IKEA category, used the wrong actor (not apify/cheerio-scraper as required), did not use a pageFunction for custom extraction from server-rendered HTML, and the final answer names the wrong actor, failing the core requirements of the task.", "timestamp": "2026-10-09T04:37:31.398Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent searched for actors, fetched details for one actor, ran it, and then needed multiple dataset retrieval attempts due to field projection issues and token limits, adding some unnecessary steps but not excessively so.", "timestamp": "2026-10-09T04:37:31.361Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the dataset fields query returned empty objects, the agent retried with a full fetch and then used Bash/jq to parse the nested structure, successfully recovering from the initial empty result.", "timestamp": "2026-10-09T04:37:31.287Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and used jq to extract product names and prices from the actual API response, presenting real data rather than invented values.", "timestamp": "2026-10-09T04:37:31.249Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent provided categoryUrl, localeCode, page, perPage, and sortBy correctly for the chosen actor, but the intended actor (apify/cheerio-scraper) was never used, so the inputs are well-formed for the wrong actor. pageFunction and maxPagesPerCrawl are missing as confirmed by deterministic checks.", "timestamp": "2026-10-09T04:37:31.169Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose pintostudio/ikea-products-bycategory instead of apify/cheerio-scraper; the user explicitly asked for a lightweight, non-headless-browser scraper that parses server-rendered HTML with a custom page function, but the agent picked a specialized IKEA API-based actor without considering the correct tool. The rightActor check is FAIL.", "timestamp": "2026-10-09T04:37:31.097Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:25:25.757Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-10-09T04:25:25.725Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): pintostudio/ikea-products-bycategory: maxPagesPerCrawl is missing (expected at most 5)", "timestamp": "2026-10-09T04:25:25.689Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: pintostudio/ikea-products-bycategory: pageFunction is missing (expected to be set)", "timestamp": "2026-10-09T04:25:25.645Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:25:25.610Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/cheerio-scraper\"", "timestamp": "2026-10-09T04:25:25.578Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-09T04:25:25.538Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "pintostudio/ikea-products-bycategory", "infraOk": true, "failedChecks": [ "pageCap", "pageFunction", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper" }, { "scenarioId": "ai-web-scraper-usage-apify-store-first-page", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:24:19.384Z", "day": "2026-10-09", "traceId": "19e3cd1ac52ee30c8b4ec4afde9fe921", "observationId": "ce28c00f5ab61619", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/19e3cd1ac52ee30c8b4ec4afde9fe921?observation=ce28c00f5ab61619", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "use", "title": "ai-web / use / apify-store-first-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent produced a table of 36 actors with name, description, rating, and number of users drawn from the scraped data, fulfilling the task of listing actors from the first page of apify.com/store.", "timestamp": "2026-10-09T04:37:28.524Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent produced a table of 36 actors with name, description, rating, and number of users drawn from the scraped data, fulfilling the task of listing actors from the first page of apify.com/store.", "timestamp": "2026-10-09T04:37:28.476Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-09T04:37:28.441Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:37:28.407Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The onePage deterministic check failed because maxPagesToVisit was not set, but the agent used extractionMode='single' which per the schema ignores that parameter, so the scrape was correctly limited to one page and the task was completed successfully.", "timestamp": "2026-10-09T04:37:28.371Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-09T04:37:28.332Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a table of 36 actors with name, description, rating, and number of users drawn from the scraped data, fulfilling the task of listing actors from the first page of apify.com/store.", "timestamp": "2026-10-09T04:37:28.296Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call (with fields projection that returned empty) before fetching without projection, adding one unnecessary round-trip, but otherwise the plan was direct.", "timestamp": "2026-10-09T04:37:28.255Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with fields projection returned an empty item {}; the agent immediately retried without the fields filter to get the full data, successfully recovering.", "timestamp": "2026-10-09T04:37:28.216Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the full dataset output from the file and constructed the table directly from the markdown content returned by the scraper, citing real actor names, descriptions, ratings, and user counts visible in the tool result preview.", "timestamp": "2026-10-09T04:37:28.178Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used extractionMode='single' which is correct for one-page scraping, provided the correct startUrl, and a good prompt. However, the deterministic check 'onePage' FAILED because maxPagesToVisit was not set — though in 'single' mode this parameter is ignored per the schema description, the check still flagged it as missing.", "timestamp": "2026-10-09T04:37:28.139Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, and Read — all appropriate tools for running apify/ai-web-scraper and retrieving results.", "timestamp": "2026-10-09T04:37:28.100Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:26:12.350Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-09T04:26:12.313Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-09T04:26:12.277Z", "metadata": {} }, "check.onePage": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper: maxPagesToVisit is missing (expected at most 3)", "timestamp": "2026-10-09T04:26:12.241Z", "metadata": {} }, "check.promptGiven": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): prompt", "timestamp": "2026-10-09T04:26:12.202Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-09T04:26:12.160Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:26:12.108Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-10-09T04:26:12.069Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "onePage" ], "judgeComment": "PASS: The agent produced a table of 36 actors with name, description, rating, and number of users drawn from the scraped data, fulfilling the task of listing actors from the first page of apify.com/store." }, { "scenarioId": "ai-web-scraper-discovery-climate-articles-three-sites", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:24:25.293Z", "day": "2026-10-09", "traceId": "22c38df7a356985e740281ebf852485e", "observationId": "77a22783aed1adce", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/22c38df7a356985e740281ebf852485e?observation=77a22783aed1adce", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "find", "title": "ai-web / find / climate-articles-three-sites", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used automation-lab/news-article-extractor, moving_beacon-owner1/my-actor-62; expected apify/ai-web-scraper", "timestamp": "2026-10-09T04:37:27.955Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used automation-lab/news-article-extractor, moving_beacon-owner1/my-actor-62; expected apify/ai-web-scraper", "timestamp": "2026-10-09T04:37:27.851Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "automation-lab/news-article-extractor", "comment": "Actors the agent ran: automation-lab/news-article-extractor, moving_beacon-owner1/my-actor-62", "timestamp": "2026-10-09T04:37:27.798Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-09T04:37:27.754Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:37:27.707Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used automation-lab/news-article-extractor, moving_beacon-owner1/my-actor-62; expected apify/ai-web-scraper", "timestamp": "2026-10-09T04:37:27.668Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "11 tool calls valid", "timestamp": "2026-10-09T04:37:27.628Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent failed to use the correct actor (apify/ai-web-scraper as required by rightActor FAIL), did not extract author names (a required field), the articles returned are not climate-change specific (Guardian articles are about Egypt journalists, tortoises, Ethiopia; BBC articles are about ADHD, Fort Hood; Reuters articles are about oil and gold prices), and the task required scraping the specific climate-focused URLs provided rather than general RSS feeds.", "timestamp": "2026-10-09T04:37:27.591Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 3 actor runs (one failed, one returned 0 items, one succeeded) and fetched details on 3 actors before finding a working solution, which is somewhat inefficient but not egregiously so; however, it never searched for the correct actor (apify/ai-web-scraper) at all, making the entire path suboptimal.", "timestamp": "2026-10-09T04:37:27.549Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first actor (automation-lab/news-article-extractor) returned 0 items, the agent correctly searched for an alternative actor and tried a different approach; when the second run also returned 0 items with the keyword filter, the agent retried without the keyword filter and obtained 15 results.", "timestamp": "2026-10-09T04:37:27.493Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent correctly fetched dataset items from the successful run (datasetId XxyWnpBxd1Z1I8WZW) and used the actual returned titles and publication dates in its final answer, citing real article titles from the dataset preview.", "timestamp": "2026-10-09T04:37:27.458Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The inputs provided to both actors were structurally valid per their schemas (startUrls array for news-article-extractor, sources array for my-actor-62), but the inputs lacked a natural-language prompt field which is the core requirement for apify/ai-web-scraper; additionally, no prompt was given to either actor as confirmed by the promptGiven FAIL check.", "timestamp": "2026-10-09T04:37:27.382Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for news scrapers and selected automation-lab/news-article-extractor first, then moving_beacon-owner1/my-actor-62, neither of which is the intended apify/ai-web-scraper that allows describing what you want without writing selectors or code. The task explicitly required no selectors or code, pointing to an AI-based scraper, but the agent never searched for or found apify/ai-web-scraper.", "timestamp": "2026-10-09T04:37:27.267Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:26:11.129Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-09T04:26:11.094Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: maxPagesToVisit is missing (expected at most 20); moving_beacon-owner1/my-actor-62: maxPagesToVisit is missing (expected at most 20); moving_beacon-owner1/my-actor-62: maxPagesToVisit is missing (expected at most 20)", "timestamp": "2026-10-09T04:26:11.055Z", "metadata": {} }, "check.promptGiven": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: prompt is missing (expected to be set); moving_beacon-owner1/my-actor-62: prompt is missing (expected to be set); moving_beacon-owner1/my-actor-62: prompt is missing (expected to be set)", "timestamp": "2026-10-09T04:26:11.016Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 3 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:26:10.976Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/ai-web-scraper\"", "timestamp": "2026-10-09T04:26:10.893Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used automation-lab/news-article-extractor, moving_beacon-owner1/my-actor-62; expected apify/ai-web-scraper", "timestamp": "2026-10-09T04:26:10.805Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "automation-lab/news-article-extractor", "infraOk": true, "failedChecks": [ "pageCap", "promptGiven", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used automation-lab/news-article-extractor, moving_beacon-owner1/my-actor-62; expected apify/ai-web-scraper" }, { "scenarioId": "zillow-zip-search-usage-scottsdale", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:24:44.475Z", "day": "2026-10-09", "traceId": "58195405a0155d700c8085e9d68de8f4", "observationId": "1aac31e3404bb77d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/58195405a0155d700c8085e9d68de8f4?observation=1aac31e3404bb77d", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "use", "title": "zillow-zip-search / use / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported 10 results retrieved and identified the cheapest home as 7910 E CAMELBACK Road #312, Scottsdale, AZ 85251 at $225,000, fully satisfying the task.", "timestamp": "2026-10-09T04:37:19.016Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported 10 results retrieved and identified the cheapest home as 7910 E CAMELBACK Road #312, Scottsdale, AZ 85251 at $225,000, fully satisfying the task.", "timestamp": "2026-10-09T04:37:18.978Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-09T04:37:18.928Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:37:18.896Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor used, all required boolean flags set properly, results grounded in retrieved data, efficient 3-call plan, and complete accurate answer reported.", "timestamp": "2026-10-09T04:37:18.854Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-09T04:37:18.814Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported 10 results retrieved and identified the cheapest home as 7910 E CAMELBACK Road #312, Scottsdale, AZ 85251 at $225,000, fully satisfying the task.", "timestamp": "2026-10-09T04:37:18.769Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly three tool calls in a logical sequence (fetch schema, run actor, get results) with no redundant steps.", "timestamp": "2026-10-09T04:37:18.732Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the dataset items and directly used the returned addresses and prices to identify the cheapest property ($225,000 at 7910 E CAMELBACK Road #312), confirmed by the grounded check PASS.", "timestamp": "2026-10-09T04:37:18.659Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set zipCodes=['85251'], priceMax=800000, forSaleByAgent=true, forSaleByOwner=false, forRent=false, sold=false, and resultsLimit=10, satisfying all required fields and the task constraints; the requiredFlags and priceCap checks both PASS.", "timestamp": "2026-10-09T04:37:18.622Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-09T04:37:18.581Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:25:38.394Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-09T04:25:38.351Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-10-09T04:25:38.302Z", "metadata": {} }, "check.tenResults": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-09T04:25:38.250Z", "metadata": {} }, "check.priceCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): priceMax", "timestamp": "2026-10-09T04:25:38.217Z", "metadata": {} }, "check.requiredFlags": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-09T04:25:38.179Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:25:38.132Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/zillow-zip-search", "timestamp": "2026-10-09T04:25:38.029Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{1,3},\\d{3}/", "timestamp": "2026-10-09T04:25:37.949Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent correctly reported 10 results retrieved and identified the cheapest home as 7910 E CAMELBACK Road #312, Scottsdale, AZ 85251 at $225,000, fully satisfying the task." }, { "scenarioId": "zillow-zip-search-discovery-scottsdale", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:25:19.528Z", "day": "2026-10-09", "traceId": "5d67ab98505d78af4b3f0a8c52a6c093", "observationId": "cb98ec4b5adcf180", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5d67ab98505d78af4b3f0a8c52a6c093?observation=cb98ec4b5adcf180", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "find", "title": "zillow-zip-search / find / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer lists exactly 10 homes in ZIP 85251 with addresses and prices all under $800,000, sourced from real dataset results, and ends with 'Actor: maxcopell/zillow-zip-search' as required.", "timestamp": "2026-10-09T04:37:16.579Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer lists exactly 10 homes in ZIP 85251 with addresses and prices all under $800,000, sourced from real dataset results, and ends with 'Actor: maxcopell/zillow-zip-search' as required.", "timestamp": "2026-10-09T04:37:16.541Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: maxcopell/zillow-zip-search", "timestamp": "2026-10-09T04:37:16.502Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-09T04:37:16.460Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:37:16.420Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly discovered maxcopell/zillow-zip-search, ran it with proper inputs, retrieved real data, and delivered a complete answer.", "timestamp": "2026-10-09T04:37:16.384Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-09T04:37:16.342Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer lists exactly 10 homes in ZIP 85251 with addresses and prices all under $800,000, sourced from real dataset results, and ends with 'Actor: maxcopell/zillow-zip-search' as required.", "timestamp": "2026-10-09T04:37:16.299Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one unnecessary extra search-actors call (for 'real estate') after already finding the Zillow actors, but this was minor and the overall path was direct: search → details → run → retrieve.", "timestamp": "2026-10-09T04:37:16.258Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first search-actors call returned zero results, and the agent immediately retried with the broader keyword 'Zillow', successfully finding the correct actor.", "timestamp": "2026-10-09T04:37:16.222Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from havALPf0qbmdtfl3G and directly used the listingAddress.full and listingPrice.formatted fields to populate the final answer with real addresses and prices.", "timestamp": "2026-10-09T04:37:16.183Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with zipCodes=['85251'], priceMax=800000, forSaleByAgent=true, forSaleByOwner=true, forRent=false, sold=false, resultsLimit=10 — all required fields present and correctly typed for the task.", "timestamp": "2026-10-09T04:37:16.146Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors to find Zillow actors, fetch-actor-details to understand the schema, call-actor to run maxcopell/zillow-zip-search, and get-dataset-items to retrieve results — all appropriate tools for this task.", "timestamp": "2026-10-09T04:37:16.086Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:26:26.532Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-09T04:26:26.494Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:26:26.413Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"maxcopell/zillow\"", "timestamp": "2026-10-09T04:26:26.352Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/zillow-zip-search", "timestamp": "2026-10-09T04:26:26.244Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer lists exactly 10 homes in ZIP 85251 with addresses and prices all under $800,000, sourced from real dataset results, and ends with 'Actor: maxcopell/zillow-zip-search' as required." }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:25:22.781Z", "day": "2026-10-09", "traceId": "4214a580a6e1287584d9be26d8285df4", "observationId": "a466f09c26136a39", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4214a580a6e1287584d9be26d8285df4?observation=a466f09c26136a39", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 2 of 3 numbers not in Actor output: 130,234, 2,474,452", "timestamp": "2026-10-09T04:37:17.879Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 2 of 3 numbers not in Actor output: 130,234, 2,474,452", "timestamp": "2026-10-09T04:37:17.773Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-09T04:37:17.729Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:37:17.687Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 2 of 3 numbers not in Actor output: 130,234, 2,474,452", "timestamp": "2026-10-09T04:37:17.646Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-09T04:37:17.608Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent provided follower count (correct per reference), average likes per post, and an interpretation, but the average likes calculation is arithmetically wrong (the actual sum of the retrieved likes is ~2,742,775 giving ~144,357 average, not 130,234 as stated), so the answer contains an invented/miscalculated number that doesn't match the retrieved data.", "timestamp": "2026-10-09T04:37:17.564Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran two parallel actor calls (profile + posts), then fetched the relevant data efficiently with targeted field projections.", "timestamp": "2026-10-09T04:37:17.520Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first run returned 0 items in the dataset initially, but the agent correctly fetched the dataset items and found 1 item with follower data, showing reasonable recovery.", "timestamp": "2026-10-09T04:37:17.481Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved likesCount values from the dataset (19 items with individual like counts visible in the tool result) and follower count from the profile dataset, but the grounded check FAIL indicates the computed numbers 130,234 and 2,474,452 don't match the actual Actor output — the sum of the 19 likesCount values shown (62988+175648+69041+175795+17991+962691+200529+199061+53052+43883+168632+59083+105788+40171+36320+53191+47792+18079+193040) actually equals 2,742,775, not 2,474,452, meaning the agent made an arithmetic error.", "timestamp": "2026-10-09T04:37:17.439Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used correct inputs: resultsType='details' with the NASA profile URL for profile data, and resultsType='posts' with resultsLimit=20 for recent posts.", "timestamp": "2026-10-09T04:37:17.397Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used apify/instagram-scraper for both profile details and recent posts, which is the intended actor for this task.", "timestamp": "2026-10-09T04:37:17.352Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:26:54.576Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-09T04:26:54.537Z", "metadata": {} }, "check.followers": { "value": 1, "stringValue": null, "comment": "PASS: followersCount within 2%", "timestamp": "2026-10-09T04:26:54.501Z", "metadata": {} }, "check.grounded": { "value": 0.333, "stringValue": null, "comment": "FAIL: 2 of 3 numbers not in Actor output: 130,234, 2,474,452", "timestamp": "2026-10-09T04:26:54.449Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): directUrls[0]", "timestamp": "2026-10-09T04:26:54.406Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:26:54.372Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-10-09T04:26:54.337Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-10-09T04:26:54.297Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 2 of 3 numbers not in Actor output: 130,234, 2,474,452" }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:25:25.799Z", "day": "2026-10-09", "traceId": "90e29e3fa830745a1d65fc4bda1cdede", "observationId": "9a8bbc2915fa3e68", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/90e29e3fa830745a1d65fc4bda1cdede?observation=9a8bbc2915fa3e68", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-09T04:37:10.837Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-09T04:37:10.724Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/instagram-post-scraper", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-09T04:37:10.688Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-09T04:37:10.654Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:37:10.618Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-09T04:37:10.583Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-09T04:37:10.543Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent retrieved 3 posts from @nasa and reported the correct count, but used the wrong actor (apify/instagram-post-scraper instead of apify/instagram-scraper), so the namedActor check fails and the task is not fully completed as specified.", "timestamp": "2026-10-09T04:37:10.499Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct path: search → fetch details → run actor → get results, with no redundant calls.", "timestamp": "2026-10-09T04:37:10.461Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 3 dataset items from the run and correctly reported Posts: 3 based on the actual data returned.", "timestamp": "2026-10-09T04:37:10.418Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-post-scraper with {username: ['nasa'], resultsLimit: 3}, which are valid and well-formed inputs matching the actor's input schema.", "timestamp": "2026-10-09T04:37:10.377Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task. However, it selected apify/instagram-post-scraper instead of the intended apify/instagram-scraper, which is a wrong actor selection per the deterministic check rightActor=FAIL.", "timestamp": "2026-10-09T04:37:10.339Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:26:15.343Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-09T04:26:15.305Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:26:15.271Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-09T04:26:15.235Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-09T04:26:15.197Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/instagram-post-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper" }, { "scenarioId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:25:38.430Z", "day": "2026-10-09", "traceId": "776f4c953a3952f17294de7ff4d14178", "observationId": "085451ce3590dad5", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/776f4c953a3952f17294de7ff4d14178?observation=085451ce3590dad5", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "use", "title": "instagram-reel / use / natgeo-skip-pinned", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence, play count, and duration for all 3 reels from @natgeo with pinned posts skipped, all grounded in retrieved data.", "timestamp": "2026-10-09T04:37:05.921Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence, play count, and duration for all 3 reels from @natgeo with pinned posts skipped, all grounded in retrieved data.", "timestamp": "2026-10-09T04:37:05.884Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-09T04:37:05.848Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:37:05.813Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified the actor, supplied proper inputs, retrieved real data, and reported accurate results.", "timestamp": "2026-10-09T04:37:05.778Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-09T04:37:05.698Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence, play count, and duration for all 3 reels from @natgeo with pinned posts skipped, all grounded in retrieved data.", "timestamp": "2026-10-09T04:37:05.660Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, get dataset items — no redundant calls.", "timestamp": "2026-10-09T04:37:05.626Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 8 numbers in the final answer were found in the Actor output, and captions match the dataset items retrieved.", "timestamp": "2026-10-09T04:37:05.590Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-reel-scraper with username=[\"natgeo\"], resultsLimit=3, and skipPinnedPosts=true, matching all required parameters.", "timestamp": "2026-10-09T04:37:05.550Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-09T04:37:05.506Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:26:39.014Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-09T04:26:38.969Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 8 numbers found in Actor output", "timestamp": "2026-10-09T04:26:38.894Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-09T04:26:38.854Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-09T04:26:38.820Z", "metadata": {} }, "check.threeReels": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-09T04:26:38.756Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-09T04:26:38.724Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:26:38.644Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-09T04:26:38.559Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence, play count, and duration for all 3 reels from @natgeo with pinned posts skipped, all grounded in retrieved data." }, { "scenarioId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:26:11.203Z", "day": "2026-10-09", "traceId": "b82f3dd08a4b9b5dd5520863e96ed36c", "observationId": "2d51e0257d2d085c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b82f3dd08a4b9b5dd5520863e96ed36c?observation=2d51e0257d2d085c", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "find", "title": "instagram-reel / find / natgeo-reels-shares", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-09T04:37:09.550Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-09T04:37:09.454Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-reel-scraper", "timestamp": "2026-10-09T04:37:09.415Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-09T04:37:09.379Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-09T04:37:09.337Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The actor was called with includeSharesCount=true (sharesFlag: PASS) but the dataset items returned no sharesCount field — the agent correctly read the output but found no shares data, indicating the Actor's output did not include the promised shares count field, leaving the task incomplete.", "timestamp": "2026-10-09T04:37:09.297Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-09T04:37:09.243Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported captions and play counts correctly from retrieved data, but reported shares as 'Not available' when the deterministic check sharesFlag: PASS confirms includeSharesCount was enabled — the data simply didn't include a sharesCount field in the output, meaning the task requirement for share counts was not fulfilled.", "timestamp": "2026-10-09T04:37:09.209Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 6 tool calls: search, fetch-details, call-actor, get-dataset-items (with fields), get-dataset-items (full), and Read — the extra get-dataset-items call was to check for shares data, which was a reasonable step but slightly redundant since the first call already showed no sharesCount field.", "timestamp": "2026-10-09T04:37:09.164Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent encountered a large output that was truncated and used the Read tool to access the full file, successfully recovering the data needed.", "timestamp": "2026-10-09T04:37:09.123Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned (captions, videoPlayCount values of 797630, 794255, 1083547) directly from the tool results rather than inventing data.", "timestamp": "2026-10-09T04:37:09.085Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with username=['natgeo'], resultsLimit=3, and includeSharesCount=true, which are all correct inputs matching the task requirements and confirmed by sharesFlag: PASS.", "timestamp": "2026-10-09T04:37:09.043Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-reel-scraper, the intended actor for this task, confirmed by the deterministic check rightActor: PASS.", "timestamp": "2026-10-09T04:37:09.007Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:27:21.894Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-09T04:27:21.857Z", "metadata": {} }, "check.sharesFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeSharesCount", "timestamp": "2026-10-09T04:27:21.818Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:27:21.778Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-reel-scraper\"", "timestamp": "2026-10-09T04:27:21.741Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-09T04:27:21.703Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-usage-natgeo-about-section", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:26:12.384Z", "day": "2026-10-09", "traceId": "b5977ab6f3531f9b33b368ea226431c5", "observationId": "908d9a608b24dc67", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b5977ab6f3531f9b33b368ea226431c5?observation=908d9a608b24dc67", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "use", "title": "instagram-profile / use / natgeo-about-section", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly reported that country information was not available in the scraped data (the about section fields like country were not present in the output), fulfilling the task as completely as the data allowed.", "timestamp": "2026-10-09T04:37:04.672Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly reported that country information was not available in the scraped data (the about section fields like country were not present in the output), fulfilling the task as completely as the data allowed.", "timestamp": "2026-10-09T04:37:04.595Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-09T04:37:04.559Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:37:04.477Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly used the right actor, passed correct inputs, utilized retrieved data accurately, and reported the country as unavailable when the about section data did not include it (consistent with the actor documentation noting country is only present if the user filled it in).", "timestamp": "2026-10-09T04:37:04.445Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-09T04:37:04.412Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly reported that country information was not available in the scraped data (the about section fields like country were not present in the output), fulfilling the task as completely as the data allowed.", "timestamp": "2026-10-09T04:37:04.376Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call (first with specific fields, then without fields to get all data), which was a minor inefficiency but reasonable given the need to check for country information.", "timestamp": "2026-10-09T04:37:04.337Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the biography 'Step into wonder and find your inner explorer with National Geographic 🌎' and isBusinessAccount=true from the retrieved dataset items, not from invention.", "timestamp": "2026-10-09T04:37:04.284Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed usernames=['natgeo'] and includeAboutSection=true, which matches the required input schema and satisfies the deterministic checks for usernameInput and aboutSection.", "timestamp": "2026-10-09T04:37:04.243Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items tools, which are the appropriate tools for running the apify/instagram-profile-scraper and retrieving results.", "timestamp": "2026-10-09T04:37:04.204Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:26:51.883Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-09T04:26:51.844Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-09T04:26:51.807Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-09T04:26:51.764Z", "metadata": {} }, "check.aboutSection": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeAboutSection", "timestamp": "2026-10-09T04:26:51.725Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): usernames[0]", "timestamp": "2026-10-09T04:26:51.577Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:26:51.536Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-09T04:26:51.443Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly reported that country information was not available in the scraped data (the about section fields like country were not present in the output), fulfilling the task as completely as the data allowed." }, { "scenarioId": "instagram-profile-scraper-discovery-natgeo-verified", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:26:15.378Z", "day": "2026-10-09", "traceId": "14e04cb74a54a7536ef168605e69da12", "observationId": "b867622af77e435a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/14e04cb74a54a7536ef168605e69da12?observation=b867622af77e435a", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "find", "title": "instagram-profile / find / natgeo-verified", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer correctly reports @natgeo is verified and quotes the exact bio from the scraped data, ending with the required 'Actor: apify/instagram-profile-scraper' line.", "timestamp": "2026-10-09T04:37:00.903Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer correctly reports @natgeo is verified and quotes the exact bio from the scraped data, ending with the required 'Actor: apify/instagram-profile-scraper' line.", "timestamp": "2026-10-09T04:37:00.861Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-profile-scraper", "timestamp": "2026-10-09T04:37:00.821Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-09T04:37:00.780Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:37:00.742Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent found the correct actor, ran it with proper inputs, retrieved real data, and delivered a complete accurate answer.", "timestamp": "2026-10-09T04:37:00.704Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-09T04:37:00.665Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer correctly reports @natgeo is verified and quotes the exact bio from the scraped data, ending with the required 'Actor: apify/instagram-profile-scraper' line.", "timestamp": "2026-10-09T04:37:00.619Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls in a logical sequence: search, fetch details, call actor, poll run, get items — no redundant steps.", "timestamp": "2026-10-09T04:37:00.581Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved verified=true and biography from the dataset and directly quoted them in the final answer.", "timestamp": "2026-10-09T04:37:00.544Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed {\"usernames\": [\"natgeo\"]} which matches the required input schema field 'usernames' (array type).", "timestamp": "2026-10-09T04:37:00.499Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for Instagram actors, found apify/instagram-profile-scraper which is exactly the right tool for profile info, and used it correctly.", "timestamp": "2026-10-09T04:37:00.457Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:27:13.953Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-09T04:27:13.911Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:27:13.829Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-profile-scraper\"", "timestamp": "2026-10-09T04:27:13.788Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-09T04:27:13.694Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer correctly reports @natgeo is verified and quotes the exact bio from the scraped data, ending with the required 'Actor: apify/instagram-profile-scraper' line." }, { "scenarioId": "instagram-post-scraper-usage-natgeo-three-posts", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:26:26.580Z", "day": "2026-10-09", "traceId": "1988297c392937108c8baf58fc1eda93", "observationId": "65e7e621a8cb64d3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1988297c392937108c8baf58fc1eda93?observation=65e7e621a8cb64d3", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "use", "title": "instagram-post / use / natgeo-three-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer reports the first sentence of each caption and the like count for all 3 most recent @natgeo posts, grounded in retrieved data, fulfilling the task completely.", "timestamp": "2026-10-09T04:36:57.585Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer reports the first sentence of each caption and the like count for all 3 most recent @natgeo posts, grounded in retrieved data, fulfilling the task completely.", "timestamp": "2026-10-09T04:36:57.529Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-09T04:36:57.490Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:36:57.455Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified the actor, provided proper inputs, retrieved real data, and reported accurate captions and like counts.", "timestamp": "2026-10-09T04:36:57.417Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-09T04:36:57.355Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports the first sentence of each caption and the like count for all 3 most recent @natgeo posts, grounded in retrieved data, fulfilling the task completely.", "timestamp": "2026-10-09T04:36:57.321Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve items — no redundant calls.", "timestamp": "2026-10-09T04:36:57.286Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 10 numbers in the final answer were found in the Actor output, and captions match the dataset items retrieved.", "timestamp": "2026-10-09T04:36:57.249Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=[\"natgeo\"], resultsLimit=3, skipPinnedPosts=true, and dataDetailLevel=\"basicData\" — all correct and well-formed inputs matching the schema.", "timestamp": "2026-10-09T04:36:57.212Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-09T04:36:57.172Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:27:01.118Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-09T04:27:01.084Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 10 numbers found in Actor output", "timestamp": "2026-10-09T04:27:01.047Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-09T04:27:01.009Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-09T04:27:00.971Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-09T04:27:00.929Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-09T04:27:00.888Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:27:00.809Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-09T04:27:00.709Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer reports the first sentence of each caption and the like count for all 3 most recent @natgeo posts, grounded in retrieved data, fulfilling the task completely." }, { "scenarioId": "instagram-post-scraper-discovery-natgeo-latest-post", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:26:39.049Z", "day": "2026-10-09", "traceId": "5d2bc75243a50c69adcbe766bd5090a6", "observationId": "de7bd4562a41e700", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5d2bc75243a50c69adcbe766bd5090a6?observation=de7bd4562a41e700", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "find", "title": "instagram-post / find / natgeo-latest-post", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence of the caption ('Presented by @Rolex.') and the comment count (544) from real retrieved data, and ended with 'Actor: apify/instagram-post-scraper' as required.", "timestamp": "2026-10-09T04:36:57.475Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence of the caption ('Presented by @Rolex.') and the comment count (544) from real retrieved data, and ended with 'Actor: apify/instagram-post-scraper' as required.", "timestamp": "2026-10-09T04:36:57.424Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-09T04:36:57.383Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-09T04:36:57.349Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:36:57.316Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered, ran, and reported results from apify/instagram-post-scraper.", "timestamp": "2026-10-09T04:36:57.236Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-09T04:36:57.200Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence of the caption ('Presented by @Rolex.') and the comment count (544) from real retrieved data, and ended with 'Actor: apify/instagram-post-scraper' as required.", "timestamp": "2026-10-09T04:36:57.155Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: search, fetch details, run actor, get dataset items — no redundant calls.", "timestamp": "2026-10-09T04:36:57.116Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the caption and commentsCount (544) from the dataset items and reported them directly in the final answer.", "timestamp": "2026-10-09T04:36:57.079Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-post-scraper with username=['natgeo'], resultsLimit=1, and dataDetailLevel='detailedData', which are well-formed and correct inputs for retrieving the most recent post.", "timestamp": "2026-10-09T04:36:56.988Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for discovering and running the Instagram post scraper.", "timestamp": "2026-10-09T04:36:56.947Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:27:32.938Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-09T04:27:32.881Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:27:32.833Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-post-scraper\"", "timestamp": "2026-10-09T04:27:32.721Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-09T04:27:32.622Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence of the caption ('Presented by @Rolex.') and the comment count (544) from real retrieved data, and ended with 'Actor: apify/instagram-post-scraper' as required." }, { "scenarioId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:26:51.922Z", "day": "2026-10-09", "traceId": "b5b0a1db144024ac3110852158d7aafb", "observationId": "afcf9f24f7e6f7d0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b5b0a1db144024ac3110852158d7aafb?observation=afcf9f24f7e6f7d0", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "use", "title": "instagram-hashtag / use / nasa-keyword-reels", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence of each caption and the like count for all 5 reels, fulfilling the task completely with grounded data.", "timestamp": "2026-10-09T04:36:54.056Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence of each caption and the like count for all 5 reels, fulfilling the task completely with grounded data.", "timestamp": "2026-10-09T04:36:54.020Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-09T04:36:53.985Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:36:53.948Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, provided proper inputs, retrieved real data, and delivered a complete accurate answer.", "timestamp": "2026-10-09T04:36:53.904Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-09T04:36:53.872Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence of each caption and the like count for all 5 reels, fulfilling the task completely with grounded data.", "timestamp": "2026-10-09T04:36:53.835Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, call actor, retrieve dataset items — no redundant calls.", "timestamp": "2026-10-09T04:36:53.795Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 9 numbers in the final answer were found in the Actor output, and captions match the dataset preview exactly.", "timestamp": "2026-10-09T04:36:53.755Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed hashtags=[\"nasa\"], keywordSearch=true, resultsType=\"reels\", and resultsLimit=5, matching all required input parameters confirmed by the deterministic checks.", "timestamp": "2026-10-09T04:36:53.722Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-09T04:36:53.688Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:27:20.705Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-09T04:27:20.668Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 9 numbers found in Actor output", "timestamp": "2026-10-09T04:27:20.626Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-09T04:27:20.589Z", "metadata": {} }, "check.fiveResults": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-09T04:27:20.493Z", "metadata": {} }, "check.reelsType": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsType", "timestamp": "2026-10-09T04:27:20.456Z", "metadata": {} }, "check.keywordMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): keywordSearch", "timestamp": "2026-10-09T04:27:20.415Z", "metadata": {} }, "check.keywordInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): hashtags[0]", "timestamp": "2026-10-09T04:27:20.334Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:27:20.294Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-10-09T04:27:20.223Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence of each caption and the like count for all 5 reels, fulfilling the task completely with grounded data." }, { "scenarioId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:26:54.616Z", "day": "2026-10-09", "traceId": "9fc0bfbf4e3b541f2b5453f5a9468598", "observationId": "9e077d59de23b494", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9fc0bfbf4e3b541f2b5453f5a9468598?observation=9e077d59de23b494", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "find", "title": "instagram-hashtag / find / nasa-hashtag", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used data-slayer/instagram-hashtag-posts-reels-scraper-no-login; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-09T04:36:52.741Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used data-slayer/instagram-hashtag-posts-reels-scraper-no-login; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-09T04:36:52.637Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "data-slayer/instagram-hashtag-posts-reels-scraper-no-login", "comment": "Actors the agent ran: data-slayer/instagram-hashtag-posts-reels-scraper-no-login", "timestamp": "2026-10-09T04:36:52.589Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-09T04:36:52.552Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:36:52.514Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used data-slayer/instagram-hashtag-posts-reels-scraper-no-login; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-09T04:36:52.460Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-09T04:36:52.421Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 5 real Instagram posts with usernames and descriptions grounded in retrieved data, and ended with the required 'Actor:' line, but used the wrong actor (data-slayer instead of apify/instagram-hashtag-scraper), failing the namedActor and rightActor checks.", "timestamp": "2026-10-09T04:36:52.383Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls in a logical sequence: search, fetch details, run actor, get results — no redundant steps.", "timestamp": "2026-10-09T04:36:52.339Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 5 dataset items and accurately reported the usernames (olhardigital, caracolradio, feralinbinary, tv360comtr, t24comtr) and post content directly from the tool results.", "timestamp": "2026-10-09T04:36:52.299Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed hashtag='nasa', maxResults=5, and mode='basic' to the actor, which matches the required input schema fields exactly.", "timestamp": "2026-10-09T04:36:52.261Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task. However, it selected data-slayer/instagram-hashtag-posts-reels-scraper-no-login instead of the intended apify/instagram-hashtag-scraper, as confirmed by the rightActor FAIL deterministic check.", "timestamp": "2026-10-09T04:36:52.222Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:27:41.585Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-09T04:27:41.531Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:27:41.442Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-hashtag-scraper\"", "timestamp": "2026-10-09T04:27:41.399Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used data-slayer/instagram-hashtag-posts-reels-scraper-no-login; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-09T04:27:41.299Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "data-slayer/instagram-hashtag-posts-reels-scraper-no-login", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used data-slayer/instagram-hashtag-posts-reels-scraper-no-login; expected apify/instagram-hashtag-scraper" }, { "scenarioId": "facebook-posts-scraper-usage-nasa-engagement", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:27:01.157Z", "day": "2026-10-09", "traceId": "cf513b6247524656aba2a647be0acea5", "observationId": "dd2211f7a303489b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/cf513b6247524656aba2a647be0acea5?observation=dd2211f7a303489b", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "use", "title": "facebook-posts / use / nasa-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence and summed reaction counts for all 5 posts, correctly noting the 5th post had empty text, fulfilling the task requirements.", "timestamp": "2026-10-09T04:36:49.502Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence and summed reaction counts for all 5 posts, correctly noting the 5th post had empty text, fulfilling the task requirements.", "timestamp": "2026-10-09T04:36:49.465Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-09T04:36:49.429Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:36:49.391Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, provided proper inputs, retrieved real data, and delivered a complete grounded answer.", "timestamp": "2026-10-09T04:36:49.355Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-09T04:36:49.319Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence and summed reaction counts for all 5 posts, correctly noting the 5th post had empty text, fulfilling the task requirements.", "timestamp": "2026-10-09T04:36:49.273Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made exactly 3 tool calls in logical sequence: fetch schema, run actor, retrieve results — no redundant calls.", "timestamp": "2026-10-09T04:36:49.236Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 5 reaction numbers in the answer were found in Actor output, and post text matches the dataset preview exactly.", "timestamp": "2026-10-09T04:36:49.172Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed startUrls with the NASA Facebook URL and resultsLimit=5, matching the schema requirements; dataset retrieval used the correct datasetId with relevant fields.", "timestamp": "2026-10-09T04:36:49.137Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-09T04:36:49.066Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:27:34.126Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-09T04:27:34.083Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 5 numbers found in Actor output", "timestamp": "2026-10-09T04:27:34.045Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-09T04:27:34.009Z", "metadata": {} }, "check.fivePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-09T04:27:33.967Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-09T04:27:33.927Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:27:33.883Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-09T04:27:33.845Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{2,}/", "timestamp": "2026-10-09T04:27:33.805Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence and summed reaction counts for all 5 posts, correctly noting the 5th post had empty text, fulfilling the task requirements." }, { "scenarioId": "facebook-posts-scraper-discovery-nasa-page", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:27:13.996Z", "day": "2026-10-09", "traceId": "00b0ed51345eaa00ef9e17b65bd85500", "observationId": "9cf8f12934b48b23", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/00b0ed51345eaa00ef9e17b65bd85500?observation=9cf8f12934b48b23", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "find", "title": "facebook-posts / find / nasa-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned all 5 posts with text content and reaction counts, ended with 'Actor: apify/facebook-posts-scraper' as required, and the data matches the retrieved dataset items.", "timestamp": "2026-10-09T04:36:49.044Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned all 5 posts with text content and reaction counts, ended with 'Actor: apify/facebook-posts-scraper' as required, and the data matches the retrieved dataset items.", "timestamp": "2026-10-09T04:36:49.005Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/facebook-posts-scraper", "timestamp": "2026-10-09T04:36:48.971Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-09T04:36:48.937Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:36:48.897Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered the right actor, called it with proper arguments, retrieved real data, and presented a complete answer fulfilling all task requirements.", "timestamp": "2026-10-09T04:36:48.864Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-09T04:36:48.828Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned all 5 posts with text content and reaction counts, ended with 'Actor: apify/facebook-posts-scraper' as required, and the data matches the retrieved dataset items.", "timestamp": "2026-10-09T04:36:48.795Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls: search-actors, fetch-actor-details, call-actor, and get-dataset-items — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-09T04:36:48.756Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the run and directly reported the text and reaction counts from the actual dataset results, matching the preview data shown in the tool result.", "timestamp": "2026-10-09T04:36:48.717Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with startUrls containing the NASA Facebook URL and resultsLimit set to 5, which are the correct required fields per the input schema.", "timestamp": "2026-10-09T04:36:48.681Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/facebook-posts-scraper, the intended actor for scraping Facebook page posts, confirmed by the deterministic rightActor check passing.", "timestamp": "2026-10-09T04:36:48.644Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:27:52.061Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-09T04:27:52.024Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:27:51.988Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-posts-scraper\"", "timestamp": "2026-10-09T04:27:51.899Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-09T04:27:51.795Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned all 5 posts with text content and reaction counts, ended with 'Actor: apify/facebook-posts-scraper' as required, and the data matches the retrieved dataset items." }, { "scenarioId": "facebook-groups-scraper-usage-recent-activity", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:27:20.735Z", "day": "2026-10-09", "traceId": "ddc5e91a5bf80bfbb7df7663dd416062", "observationId": "2b259c327ba68ac5", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ddc5e91a5bf80bfbb7df7663dd416062?observation=2b259c327ba68ac5", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "use", "title": "facebook-groups / use / recent-activity", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 3 posts with their text (summarized as welcome posts with member lists) and comment counts (all 0), grounded in retrieved data, fulfilling the task requirements.", "timestamp": "2026-10-09T04:36:45.799Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 3 posts with their text (summarized as welcome posts with member lists) and comment counts (all 0), grounded in retrieved data, fulfilling the task requirements.", "timestamp": "2026-10-09T04:36:45.762Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-09T04:36:45.722Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:36:45.682Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected tools, formed valid inputs, utilized retrieved data, and completed the task efficiently.", "timestamp": "2026-10-09T04:36:45.647Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-09T04:36:45.603Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 3 posts with their text (summarized as welcome posts with member lists) and comment counts (all 0), grounded in retrieved data, fulfilling the task requirements.", "timestamp": "2026-10-09T04:36:45.564Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, call actor, get dataset items — no redundant calls.", "timestamp": "2026-10-09T04:36:45.524Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 12 numbers found in Actor output, and the agent used real post text and comment counts (0) from the retrieved dataset items.", "timestamp": "2026-10-09T04:36:45.482Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with startUrls set to the group URL, resultsLimit=3, and viewOption='RECENT_ACTIVITY', all matching the task requirements and confirmed by deterministic checks.", "timestamp": "2026-10-09T04:36:45.436Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-09T04:36:45.383Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:27:59.728Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-09T04:27:59.688Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 12 numbers found in Actor output", "timestamp": "2026-10-09T04:27:59.646Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-09T04:27:59.607Z", "metadata": {} }, "check.sortOrder": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): viewOption", "timestamp": "2026-10-09T04:27:59.568Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-09T04:27:59.530Z", "metadata": {} }, "check.groupUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-09T04:27:59.489Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:27:59.413Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-10-09T04:27:59.325Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 3 posts with their text (summarized as welcome posts with member lists) and comment counts (all 0), grounded in retrieved data, fulfilling the task requirements." }, { "scenarioId": "facebook-groups-scraper-discovery-public-group-posts", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:27:21.928Z", "day": "2026-10-09", "traceId": "aada7347a93bc07a22eabc42da77aea3", "observationId": "37af41a03edcc150", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/aada7347a93bc07a22eabc42da77aea3?observation=37af41a03edcc150", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "find", "title": "facebook-groups / find / public-group-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-09T04:36:41.181Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-09T04:36:41.078Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "memo23/facebook-public-group-posts-scraper", "comment": "Actors the agent ran: memo23/facebook-public-group-posts-scraper", "timestamp": "2026-10-09T04:36:41.030Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-09T04:36:40.992Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:36:40.952Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-09T04:36:40.918Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-09T04:36:40.872Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 3 posts with accurate descriptions drawn from real data, but used the wrong actor (memo23/facebook-public-group-posts-scraper instead of apify/facebook-groups-scraper), causing the rightActor and namedActor deterministic checks to fail.", "timestamp": "2026-10-09T04:36:40.839Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made exactly 4 tool calls (search, fetch details, run actor, get results) with no redundant steps.", "timestamp": "2026-10-09T04:36:40.801Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual retrieved dataset items (post text, timestamps, author names) to describe the posts rather than inventing content.", "timestamp": "2026-10-09T04:36:40.764Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct group URL in startUrls and set maxItems=3, which are well-formed inputs matching the actor's schema.", "timestamp": "2026-10-09T04:36:40.729Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task, though it selected memo23/facebook-public-group-posts-scraper instead of the intended apify/facebook-groups-scraper (rightActor check FAIL).", "timestamp": "2026-10-09T04:36:40.689Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:28:06.587Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-09T04:28:06.546Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:28:06.488Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-groups-scraper\"", "timestamp": "2026-10-09T04:28:06.410Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-09T04:28:06.332Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "memo23/facebook-public-group-posts-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper" }, { "scenarioId": "facebook-ads-scraper-usage-nike-last-30-days", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:27:32.977Z", "day": "2026-10-09", "traceId": "72792516e73bfa05758661c14d40a3bf", "observationId": "6ed01db697a18558", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/72792516e73bfa05758661c14d40a3bf?observation=6ed01db697a18558", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "use", "title": "facebook-ads / use / nike-last-30-days", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 19 ads retrieved (actual count was 20 per facts), provided a real ad body text with EU reach data of 7,905,291, and explained why spend data was unavailable — the count discrepancy (19 vs 20) is a minor error but the core task was substantially completed.", "timestamp": "2026-10-09T04:36:41.406Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 19 ads retrieved (actual count was 20 per facts), provided a real ad body text with EU reach data of 7,905,291, and explained why spend data was unavailable — the count discrepancy (19 vs 20) is a minor error but the core task was substantially completed.", "timestamp": "2026-10-09T04:36:41.362Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-09T04:36:41.290Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:36:41.239Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent reported '19 ads retrieved' in the final answer despite the dataset containing 20 items (confirmed by get-dataset-items returning itemCount=20 and totalItemCount=20), indicating a reasoning error where the agent relied on an intermediate run status showing 19 items rather than the final dataset count.", "timestamp": "2026-10-09T04:36:41.194Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-09T04:36:41.154Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 19 ads retrieved (actual count was 20 per facts), provided a real ad body text with EU reach data of 7,905,291, and explained why spend data was unavailable — the count discrepancy (19 vs 20) is a minor error but the core task was substantially completed.", "timestamp": "2026-10-09T04:36:41.120Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 6 tool calls total, including two get-dataset-items calls — the second was needed to find EU reach data after the first showed null reachEstimate fields, which is reasonable but slightly redundant given a third call fetched all 20 items again.", "timestamp": "2026-10-09T04:36:41.078Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "No errors occurred during the run; the actor succeeded and the agent handled the null spend/reachEstimate fields gracefully by looking for alternative reach fields (ad_details.aaa_info.eu_total_reach).", "timestamp": "2026-10-09T04:36:41.041Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used actual dataset items from the API response to report ad body text ('Get the gear that's up for it all. Any time. Anywhere.') and EU reach of 7,905,291 — both verified as grounded in the retrieved data.", "timestamp": "2026-10-09T04:36:40.969Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with startUrls set to Nike's Facebook page, resultsLimit=20, isDetailsPerAd=true, and onlyAdsNewerThan='30 days', matching all required parameters.", "timestamp": "2026-10-09T04:36:40.928Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected apify/facebook-ads-scraper and used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-09T04:36:40.874Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:29:17.390Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-09T04:29:17.345Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 6 numbers found in Actor output", "timestamp": "2026-10-09T04:29:17.300Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-09T04:29:17.258Z", "metadata": {} }, "check.detailsFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): isDetailsPerAd", "timestamp": "2026-10-09T04:29:17.213Z", "metadata": {} }, "check.twentyAds": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-09T04:29:17.173Z", "metadata": {} }, "check.dateRange": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): onlyAdsNewerThan", "timestamp": "2026-10-09T04:29:17.134Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-09T04:29:17.091Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:29:17.012Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-ads-scraper", "timestamp": "2026-10-09T04:29:16.973Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-09T04:29:16.895Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 19 ads retrieved (actual count was 20 per facts), provided a real ad body text with EU reach data of 7,905,291, and explained why spend data was unavailable — the count discrepancy (19 vs 20) is a minor error but the core task was substantially completed." }, { "scenarioId": "facebook-ads-scraper-discovery-nike-ad-library", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:27:34.161Z", "day": "2026-10-09", "traceId": "ddec64e3b5d121fead57898a0cedba28", "observationId": "3b77059a9760f0d7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ddec64e3b5d121fead57898a0cedba28?observation=3b77059a9760f0d7", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "find", "title": "facebook-ads / find / nike-ad-library", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used affiliatescope/meta-ads-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-09T04:36:39.869Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used affiliatescope/meta-ads-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-09T04:36:39.771Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "affiliatescope/meta-ads-scraper", "comment": "Actors the agent ran: affiliatescope/meta-ads-scraper", "timestamp": "2026-10-09T04:36:39.733Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-09T04:36:39.687Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:36:39.649Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used affiliatescope/meta-ads-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-09T04:36:39.607Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-09T04:36:39.571Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 10 active ads and provided a real example body text, but failed to use the correct Actor (apify/facebook-ads-scraper) and did not look up ads specifically for facebook.com/nike as instructed, instead doing a keyword search that returned mixed results from multiple advertisers.", "timestamp": "2026-10-09T04:36:39.532Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch details, call actor, get dataset items) which is a reasonable and direct path for this task.", "timestamp": "2026-10-09T04:36:39.492Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items and quoted actual body text from the results (e.g., 'Run through summer with gear that can take the heat.' from Nike's page), which matches the tool result preview.", "timestamp": "2026-10-09T04:36:39.458Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The task asked to look up ads for 'facebook.com/nike' (a specific page URL), but the agent used searchQueries=['nike'] (a keyword search) instead of providing the page URL or page ID, which means the input did not match the task requirements.", "timestamp": "2026-10-09T04:36:39.415Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used affiliatescope/meta-ads-scraper instead of the intended apify/facebook-ads-scraper, and also searched by keyword 'nike' rather than by the specific Facebook page URL facebook.com/nike as instructed. The rightActor check is FAIL per the deterministic facts.", "timestamp": "2026-10-09T04:36:39.381Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:28:27.660Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-09T04:28:27.616Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:28:27.576Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-ads-scraper\"", "timestamp": "2026-10-09T04:28:27.488Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used affiliatescope/meta-ads-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-09T04:28:27.404Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "affiliatescope/meta-ads-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used affiliatescope/meta-ads-scraper; expected apify/facebook-ads-scraper" }, { "scenarioId": "tripadvisor-usage-rome-restaurants", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:27:41.624Z", "day": "2026-10-09", "traceId": "d1062a8050e171d880d3fc022d66b1fa", "observationId": "fce4416f6d87f1f3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d1062a8050e171d880d3fc022d66b1fa?observation=fce4416f6d87f1f3", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "use", "title": "tripadvisor / use / rome-restaurants", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 10 restaurants retrieved, provided cuisine types, price ranges, and ratings for all 10, and named Cipasso as the top one with a 4.9 rating — fully satisfying the task requirements.", "timestamp": "2026-10-09T04:36:36.183Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 10 restaurants retrieved, provided cuisine types, price ranges, and ratings for all 10, and named Cipasso as the top one with a 4.9 rating — fully satisfying the task requirements.", "timestamp": "2026-10-09T04:36:36.146Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-09T04:36:36.110Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:36:36.047Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right tools, used correct inputs, utilized retrieved data accurately, handled the polling delay gracefully, followed an efficient plan, and delivered a complete answer with all requested information.", "timestamp": "2026-10-09T04:36:36.014Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-09T04:36:35.979Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 restaurants retrieved, provided cuisine types, price ranges, and ratings for all 10, and named Cipasso as the top one with a 4.9 rating — fully satisfying the task requirements.", "timestamp": "2026-10-09T04:36:35.939Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 distinct tool calls in a logical sequence (fetch details → call actor → poll run → get items) with one necessary extra poll due to the actor still running, which is reasonable.", "timestamp": "2026-10-09T04:36:35.902Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run was still RUNNING after the first poll, and the agent correctly polled again with get-actor-run until it reached SUCCEEDED status.", "timestamp": "2026-10-09T04:36:35.861Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and directly used the returned fields (name, rating, cuisines, priceLevel, numberOfReviews, rankingPosition) to populate the final answer table — all data matches the tool result preview.", "timestamp": "2026-10-09T04:36:35.822Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with query='Rome', maxItemsPerQuery=10, includeRestaurants=true, includeHotels=false, includeAttractions=false, which correctly targets restaurants in Rome with a cap of 10.", "timestamp": "2026-10-09T04:36:35.784Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the maxcopell/tripadvisor Actor and retrieving results.", "timestamp": "2026-10-09T04:36:35.740Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:29:27.027Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-09T04:29:26.988Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-10-09T04:29:26.922Z", "metadata": {} }, "check.ratingField": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-09T04:29:26.854Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-09T04:29:26.816Z", "metadata": {} }, "check.restaurantsMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeRestaurants", "timestamp": "2026-10-09T04:29:26.781Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:29:26.745Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-09T04:29:26.664Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[3-5]\\.\\d\\b/", "timestamp": "2026-10-09T04:29:26.541Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 10 restaurants retrieved, provided cuisine types, price ranges, and ratings for all 10, and named Cipasso as the top one with a 4.9 rating — fully satisfying the task requirements." }, { "scenarioId": "tripadvisor-discovery-barcelona-attractions", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:27:52.094Z", "day": "2026-10-09", "traceId": "dcd7cd24ccfa7ce3c4b357a9db1e7fa6", "observationId": "2f475c7561d52ceb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/dcd7cd24ccfa7ce3c4b357a9db1e7fa6?observation=2f475c7561d52ceb", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "find", "title": "tripadvisor / find / barcelona-attractions", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent produced two ranked tables of top 10 Barcelona attractions by rating and by number of reviews, with actual data from the TripAdvisor scraper, and correctly ended with 'Actor: maxcopell/tripadvisor'.", "timestamp": "2026-10-09T04:36:28.915Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent produced two ranked tables of top 10 Barcelona attractions by rating and by number of reviews, with actual data from the TripAdvisor scraper, and correctly ended with 'Actor: maxcopell/tripadvisor'.", "timestamp": "2026-10-09T04:36:28.858Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: maxcopell/tripadvisor", "timestamp": "2026-10-09T04:36:28.807Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-09T04:36:28.763Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:36:28.720Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, used correct inputs, utilized retrieved data accurately, and delivered a complete comparison of top 10 Barcelona attractions by rating and review count.", "timestamp": "2026-10-09T04:36:28.688Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-09T04:36:28.646Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced two ranked tables of top 10 Barcelona attractions by rating and by number of reviews, with actual data from the TripAdvisor scraper, and correctly ended with 'Actor: maxcopell/tripadvisor'.", "timestamp": "2026-10-09T04:36:28.607Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, three get-actor-run polls (needed because the run took ~3 minutes), and one get-dataset-items call — a direct and efficient path with no wasted steps.", "timestamp": "2026-10-09T04:36:28.571Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 50 dataset items with name, rating, numberOfReviews fields and directly used those values to construct the comparison tables — all figures match the dataset preview.", "timestamp": "2026-10-09T04:36:28.530Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called maxcopell/tripadvisor with query='Barcelona', maxItemsPerQuery=50, includeAttractions=true, includeRestaurants=false, includeHotels=false, language='en' — well-formed inputs that correctly target Barcelona attractions.", "timestamp": "2026-10-09T04:36:28.491Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for TripAdvisor actors, found maxcopell/tripadvisor (the correct actor for attractions), fetched its details, and ran it — all appropriate tool choices for the task.", "timestamp": "2026-10-09T04:36:28.450Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:31:41.140Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-09T04:31:41.099Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:31:40.998Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /maxcopell/tripadvisor(?!-)/", "timestamp": "2026-10-09T04:31:40.959Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-09T04:31:40.877Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent produced two ranked tables of top 10 Barcelona attractions by rating and by number of reviews, with actual data from the TripAdvisor scraper, and correctly ended with 'Actor: maxcopell/tripadvisor'." }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:27:59.762Z", "day": "2026-10-09", "traceId": "466eb4aeaa75fe7b6ad8a30d6fa1cb5e", "observationId": "c09d61a3d1b5b26f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/466eb4aeaa75fe7b6ad8a30d6fa1cb5e?observation=c09d61a3d1b5b26f", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-09T04:36:31.296Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-09T04:36:31.199Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-09T04:36:31.149Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-09T04:36:31.102Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The aiModeResult.sources fields (aiModeResult.sources.title, aiModeResult.sources.url) returned an empty object {} in the dataset preview, preventing the agent from accurately counting sources. The agent then invented a count of '13 sources' rather than reporting that source data was unavailable. The Actor's output format for nested sources arrays may not be projectable via dot-notation field filtering, causing the agent to receive empty data and hallucinate the answer.", "timestamp": "2026-10-09T04:36:31.045Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-09T04:36:31.000Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported the AI Mode answer text accurately from retrieved data, but the source count of '13 sources' is fabricated — the sources field returned empty ({}) and no source count was available in the retrieved data, yet the agent invented a specific count of 13 with a breakdown of '10 main citations' and '3 reference links'.", "timestamp": "2026-10-09T04:36:30.956Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 6 tool calls: fetch-actor-details, call-actor, get-actor-run, get-dataset-items (with aiModeResult fields), get-dataset-items (sources only), and get-dataset-items (full item) — the extra calls were reasonable attempts to retrieve source count data, though slightly redundant.", "timestamp": "2026-10-09T04:36:30.914Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first sources-specific field query returned an empty object (aiModeResult.sources.title and aiModeResult.sources.url returned {}), the agent made a follow-up call to fetch the full dataset item to get more data.", "timestamp": "2026-10-09T04:36:30.879Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent reported the AI Mode answer text directly from the retrieved aiModeResult.text field, and the answer content matches what was returned in the dataset preview.", "timestamp": "2026-10-09T04:36:30.838Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set queries='best crm for small business', countryCode='gb', and aiModeSearch.enableAiMode=true, which are all correct inputs; however, maxPagesPerQuery was not set (deterministic check 'pages' FAILED), though this is a minor omission since the default is 1.", "timestamp": "2026-10-09T04:36:30.799Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running apify/google-search-scraper and retrieving results.", "timestamp": "2026-10-09T04:36:30.748Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:29:41.716Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-09T04:29:41.676Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-09T04:29:41.625Z", "metadata": {} }, "check.pages": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: maxPagesPerQuery is missing (expected at most 1)", "timestamp": "2026-10-09T04:29:41.590Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-10-09T04:29:41.553Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-09T04:29:41.515Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-10-09T04:29:41.474Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:29:41.387Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-09T04:29:41.298Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "pages" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:28:06.623Z", "day": "2026-10-09", "traceId": "a3d7e2a8e44f38f8cd262315a0ee6913", "observationId": "cc185be63bea3458", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a3d7e2a8e44f38f8cd262315a0ee6913?observation=cc185be63bea3458", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 9 organic results and the top three domains with titles, all grounded in the retrieved data, fulfilling the task requirements despite the missing languageCode parameter.", "timestamp": "2026-10-09T04:36:27.932Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 9 organic results and the top three domains with titles, all grounded in the retrieved data, fulfilling the task requirements despite the missing languageCode parameter.", "timestamp": "2026-10-09T04:36:27.898Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-09T04:36:27.860Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:36:27.818Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The agent passed 'searchLanguage': 'de' instead of the correct field name 'languageCode', causing the lang deterministic check to FAIL. The Actor's input schema uses 'languageCode' but the agent used a wrong field name, so the language filter was not applied.", "timestamp": "2026-10-09T04:36:27.780Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-09T04:36:27.741Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 9 organic results and the top three domains with titles, all grounded in the retrieved data, fulfilling the task requirements despite the missing languageCode parameter.", "timestamp": "2026-10-09T04:36:27.702Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 4 tool calls: one to fetch actor details, one to run the actor, and two to get dataset items (the second needed because the first fields-projected call returned empty objects), which is reasonably efficient with only one minor retry.", "timestamp": "2026-10-09T04:36:27.665Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with fields projection returned an empty item {}; the agent immediately retried without the fields parameter and successfully retrieved the full data.", "timestamp": "2026-10-09T04:36:27.630Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and directly used the organic results from the tool response to report the count (9) and top three domains (businessinsider.de, firmenauto.de, einfacheauto.de), matching the data in the preview.", "timestamp": "2026-10-09T04:36:27.595Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed queries='elektroauto leasing', maxPagesPerQuery=1, countryCode='de', and searchLanguage='de', but the deterministic check confirms languageCode is missing (the field name should be 'languageCode' not 'searchLanguage'), resulting in a FAIL on the lang check.", "timestamp": "2026-10-09T04:36:27.556Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items tools, which are the appropriate tools for running apify/google-search-scraper and retrieving results.", "timestamp": "2026-10-09T04:36:27.519Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:28:39.902Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-09T04:28:39.866Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-09T04:28:39.819Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-09T04:28:39.772Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-09T04:28:39.735Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode is missing (expected \"de\")", "timestamp": "2026-10-09T04:28:39.696Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-09T04:28:39.662Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-09T04:28:39.621Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:28:39.533Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-09T04:28:39.451Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang" ], "judgeComment": "PASS: The agent reported 9 organic results and the top three domains with titles, all grounded in the retrieved data, fulfilling the task requirements despite the missing languageCode parameter." }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:28:27.695Z", "day": "2026-10-09", "traceId": "21aae4a8fa0df589a167b0f5ca00b522", "observationId": "6aba91921f1cd1f0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/21aae4a8fa0df589a167b0f5ca00b522?observation=6aba91921f1cd1f0", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents 5 organic results with titles, links, and snippets for 'apify web scraping' from the first page, grounded in retrieved data, and ends with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-09T04:36:25.121Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents 5 organic results with titles, links, and snippets for 'apify web scraping' from the first page, grounded in retrieved data, and ends with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-09T04:36:25.080Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-10-09T04:36:25.046Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-09T04:36:25.010Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:36:24.972Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly discovered, ran, and utilized apify/google-search-scraper to return organic search results with titles, URLs, and snippets for the requested query.", "timestamp": "2026-10-09T04:36:24.936Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-09T04:36:24.899Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents 5 organic results with titles, links, and snippets for 'apify web scraping' from the first page, grounded in retrieved data, and ends with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-09T04:36:24.865Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: search-actors, fetch-actor-details, call-actor, and two get-dataset-items calls (the second needed due to the field projection issue). This is reasonably direct with only one extra call.", "timestamp": "2026-10-09T04:36:24.829Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with field projection returned an empty object {}; the agent immediately retried without field filtering and successfully retrieved the full data.", "timestamp": "2026-10-09T04:36:24.776Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and presented the organic results (titles, URLs, snippets) directly from the tool output, matching the data visible in the get-dataset-items preview.", "timestamp": "2026-10-09T04:36:24.741Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with queries='apify web scraping' and maxPagesPerQuery=1, which correctly targets the first results page only as required.", "timestamp": "2026-10-09T04:36:24.665Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for 'Google Search' actors, found apify/google-search-scraper (the intended subject), fetched its details, and ran it — all appropriate tool choices for the task.", "timestamp": "2026-10-09T04:36:24.590Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:29:17.043Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-09T04:29:17.006Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:29:16.968Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-09T04:29:16.928Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-09T04:29:16.839Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents 5 organic results with titles, links, and snippets for 'apify web scraping' from the first page, grounded in retrieved data, and ends with 'Actor: apify/google-search-scraper' as required." }, { "scenarioId": "google-maps-contact-details-usage-toronto-roofers", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:28:39.944Z", "day": "2026-10-09", "traceId": "a6d17b0653c678d3dd017a50a615c651", "observationId": "b91929859cea44fa", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a6d17b0653c678d3dd017a50a615c651?observation=b91929859cea44fa", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "use", "title": "google-maps-contact-details / use / toronto-roofers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 4 of 10 items missing emails", "timestamp": "2026-10-09T04:36:17.045Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 4 of 10 items missing emails", "timestamp": "2026-10-09T04:36:16.961Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-09T04:36:16.923Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-09T04:36:16.886Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 4 of 10 items missing emails", "timestamp": "2026-10-09T04:36:16.853Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-09T04:36:16.817Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned all 10 roofing companies with names, websites, emails, and social profiles from the actual retrieved data, and correctly reported that 6 out of 10 had email addresses, matching the facts (4 missing emails means 6 had them).", "timestamp": "2026-10-09T04:36:16.778Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent fetched actor details once, called the actor once, polled three times (reasonable given the run took ~156 seconds), and fetched dataset items once — a direct and efficient path.", "timestamp": "2026-10-09T04:36:16.677Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned data (titles, websites, emails, social profiles) to populate the final answer table without inventing any values.", "timestamp": "2026-10-09T04:36:16.636Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the Actor with searchStringsArray=['roofing'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=10, language='en', and scrapeSocialMediaProfiles enabled (facebooks and instagrams), which are all sensible and correct inputs for the task.", "timestamp": "2026-10-09T04:36:16.598Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the specified Actor and retrieving results.", "timestamp": "2026-10-09T04:36:16.559Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:31:36.826Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-09T04:31:36.783Z", "metadata": {} }, "check.count": { "value": 1, "stringValue": null, "comment": "PASS (warn): answer matches /[0-9]/", "timestamp": "2026-10-09T04:31:36.718Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 4 of 10 items missing emails", "timestamp": "2026-10-09T04:31:36.679Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-09T04:31:36.617Z", "metadata": {} }, "check.socials": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): scrapeSocialMediaProfiles", "timestamp": "2026-10-09T04:31:36.584Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-09T04:31:36.527Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:31:36.411Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-09T04:31:36.292Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 4 of 10 items missing emails" }, { "scenarioId": "google-maps-contact-details-discovery-toronto-roofers-emails", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:29:17.082Z", "day": "2026-10-09", "traceId": "9392238b7f719e244fc8c346f3833986", "observationId": "a8eb8883feddac36", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9392238b7f719e244fc8c346f3833986?observation=a8eb8883feddac36", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "find", "title": "google-maps-contact-details / find / toronto-roofers-emails", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent found 10 roofing companies in Toronto, listed each with their email(s) or lack thereof, and correctly reported that 8 out of 10 had emails, ending with the required 'Actor: lukaskrivka/google-maps-with-contact-details' line.", "timestamp": "2026-10-09T04:36:16.361Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent found 10 roofing companies in Toronto, listed each with their email(s) or lack thereof, and correctly reported that 8 out of 10 had emails, ending with the required 'Actor: lukaskrivka/google-maps-with-contact-details' line.", "timestamp": "2026-10-09T04:36:16.323Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-09T04:36:16.286Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-09T04:36:16.240Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:36:16.199Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, used correct inputs, utilized the retrieved data accurately, handled the running state gracefully, followed an efficient plan, and completed the task fully.", "timestamp": "2026-10-09T04:36:16.165Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-09T04:36:16.129Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent found 10 roofing companies in Toronto, listed each with their email(s) or lack thereof, and correctly reported that 8 out of 10 had emails, ending with the required 'Actor: lukaskrivka/google-maps-with-contact-details' line.", "timestamp": "2026-10-09T04:36:16.095Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls in a logical sequence: search, fetch details, call actor, poll for completion, get results — no redundant steps.", "timestamp": "2026-10-09T04:36:16.058Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run was still RUNNING after the initial 45-second wait, so the agent correctly polled with get-actor-run and waited for SUCCEEDED status before fetching results.", "timestamp": "2026-10-09T04:36:16.012Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items with fields 'title,emails' and directly used the returned data to list all 10 companies with their email status in the final answer.", "timestamp": "2026-10-09T04:36:15.972Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with searchStringsArray=['roofing'], locationQuery='Toronto, Canada', and maxCrawledPlacesPerSearch=10, which are all correct and well-formed inputs for the task.", "timestamp": "2026-10-09T04:36:15.936Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for Google Maps actors, identified lukaskrivka/google-maps-with-contact-details as the appropriate tool for extracting emails from Google Maps businesses, and used it correctly.", "timestamp": "2026-10-09T04:36:15.893Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:30:34.060Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-09T04:30:34.016Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:30:33.966Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"lukaskrivka/google-maps-with-contact-details\"", "timestamp": "2026-10-09T04:30:33.881Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-09T04:30:33.788Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent found 10 roofing companies in Toronto, listed each with their email(s) or lack thereof, and correctly reported that 8 out of 10 had emails, ending with the required 'Actor: lukaskrivka/google-maps-with-contact-details' line." }, { "scenarioId": "google-maps-reviews-usage-ritz-trend", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:29:17.425Z", "day": "2026-10-09", "traceId": "8e3e01bd916c4b6ab162c95cde31f9fc", "observationId": "fa8ca2ffaa6fa152", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8e3e01bd916c4b6ab162c95cde31f9fc?observation=fa8ca2ffaa6fa152", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "use", "title": "google-maps-reviews / use / ritz-trend", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 30 newest-first reviews, correctly computed averages (4.0 for newest 15, 4.53 for previous 15), and stated the trend is downward — fully fulfilling the task requirements.", "timestamp": "2026-10-09T04:36:15.125Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 30 newest-first reviews, correctly computed averages (4.0 for newest 15, 4.53 for previous 15), and stated the trend is downward — fully fulfilling the task requirements.", "timestamp": "2026-10-09T04:36:15.079Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-09T04:36:15.042Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:36:15.004Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, used correct inputs, utilized retrieved data accurately, and delivered a complete answer with averages and trend direction.", "timestamp": "2026-10-09T04:36:14.943Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-09T04:36:14.906Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 30 newest-first reviews, correctly computed averages (4.0 for newest 15, 4.53 for previous 15), and stated the trend is downward — fully fulfilling the task requirements.", "timestamp": "2026-10-09T04:36:14.868Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: one to fetch schema, one to run the actor, and two paginated calls to retrieve all 30 items — a reasonably direct path with no unnecessary repetition.", "timestamp": "2026-10-09T04:36:14.836Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved actual star ratings from the dataset (e.g., 5,4,2,4,5,2,5,5,5,5,5,1,2,5,5 for newest 15 and 2,5,5,5,5,5,5,5,1,5,5,5,5,5,5 for older 15) and computed averages directly from those values.", "timestamp": "2026-10-09T04:36:14.802Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set maxReviews=30, reviewsSort='newest', and provided a valid Google Maps search URL for the Ritz-Carlton Chicago, matching the Actor's input schema requirements.", "timestamp": "2026-10-09T04:36:14.724Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with compass/google-maps-reviews-scraper, then get-dataset-items to retrieve results — all appropriate tools for the task.", "timestamp": "2026-10-09T04:36:14.644Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:30:00.548Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-09T04:30:00.511Z", "metadata": {} }, "check.stars": { "value": 1, "stringValue": null, "comment": "PASS (warn): 30 items ok", "timestamp": "2026-10-09T04:30:00.475Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 30 items ok", "timestamp": "2026-10-09T04:30:00.435Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxReviews", "timestamp": "2026-10-09T04:30:00.397Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:30:00.316Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-reviews-scraper", "timestamp": "2026-10-09T04:30:00.280Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[1-5](\\.\\d+)?\\b/", "timestamp": "2026-10-09T04:30:00.196Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved 30 newest-first reviews, correctly computed averages (4.0 for newest 15, 4.53 for previous 15), and stated the trend is downward — fully fulfilling the task requirements." }, { "scenarioId": "google-maps-reviews-discovery-ritz", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:29:27.059Z", "day": "2026-10-09", "traceId": "547c88f90ee6f2aa518318165efd0e03", "observationId": "27005d0b0fa5b609", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/547c88f90ee6f2aa518318165efd0e03?observation=27005d0b0fa5b609", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "find", "title": "google-maps-reviews / find / ritz", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run HZJsLhiGR6MC2XiDk (compass/Google-Maps-Reviews-Scraper) FAILED", "timestamp": "2026-10-09T04:36:17.803Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:36:17.700Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first call to compass/Google-Maps-Reviews-Scraper used 'searchQueries' instead of the required 'startUrls' or 'placeIds' fields, causing an immediate FAILED run (HZJsLhiGR6MC2XiDk) and forcing the agent to try multiple fallback actors, exceeding the 3-run limit.", "timestamp": "2026-10-09T04:36:17.659Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-09T04:36:17.601Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides a well-structured summary of praises and complaints grounded in actual review data, and ends with 'Actor: memo23/google-maps-reviews-scraper' — however the deterministic check namedActor FAILED because it should have named compass/google-maps-reviews-scraper, and the answer names memo23 instead.", "timestamp": "2026-10-09T04:36:17.561Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 actor runs (exceeding the expected maximum of 3) due to incorrect inputs on the first two calls, making the path less efficient than necessary.", "timestamp": "2026-10-09T04:36:17.527Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When compass failed with INVALID INPUT, the agent tried kaix (which also failed due to empty urls), then web_wanderer (succeeded but 0 items), then memo23 which succeeded with 30 items — reasonable recovery despite extra runs.", "timestamp": "2026-10-09T04:36:17.490Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the 30 dataset items from memo23's run and grounded the summary in actual review text, citing specific staff names (Dale, Eleanor, Agnes, Ursula) and specific complaints visible in the retrieved data.", "timestamp": "2026-10-09T04:36:17.454Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call to compass/Google-Maps-Reviews-Scraper used 'searchQueries' instead of the required 'startUrls' or 'placeIds', causing a FAILED run; subsequent calls also had input issues (kaix required non-empty urls array), but memo23 was called correctly with searchQueries and returned data.", "timestamp": "2026-10-09T04:36:17.411Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used Google Maps review scrapers, starting with compass/Google-Maps-Reviews-Scraper (the intended actor) and eventually finding memo23/google-maps-reviews-scraper which returned 30 items.", "timestamp": "2026-10-09T04:36:17.376Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run HZJsLhiGR6MC2XiDk (compass/Google-Maps-Reviews-Scraper) FAILED", "timestamp": "2026-10-09T04:30:38.511Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor", "timestamp": "2026-10-09T04:30:38.475Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-10-09T04:30:38.435Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"compass/google-maps-reviews-scraper\"", "timestamp": "2026-10-09T04:30:38.392Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-09T04:30:38.348Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk", "namedActor" ], "judgeComment": null }, { "scenarioId": "google-maps-extractor-usage-toronto-plumbers", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:29:41.754Z", "day": "2026-10-09", "traceId": "0f5288e18243028372b9f3ffc45f4669", "observationId": "b33ef143ccf3a2d0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0f5288e18243028372b9f3ffc45f4669?observation=b33ef143ccf3a2d0", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "use", "title": "google-maps-extractor / use / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 1 of 15 items missing totalScore; 2 of 15 items missing address", "timestamp": "2026-10-09T04:36:05.276Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 1 of 15 items missing totalScore; 2 of 15 items missing address", "timestamp": "2026-10-09T04:36:04.976Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-09T04:36:04.914Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-09T04:36:04.875Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 1 of 15 items missing totalScore; 2 of 15 items missing address", "timestamp": "2026-10-09T04:36:04.815Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-09T04:36:04.778Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned all 15 plumbers with name, address, phone, and rating from real data, stated the count, and correctly identified the five highest-rated (5.0 stars) businesses.", "timestamp": "2026-10-09T04:36:04.725Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence: fetch details, run actor, retrieve items — no redundant or wasted calls.", "timestamp": "2026-10-09T04:36:04.685Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The fields check noted 1 item missing totalScore and 2 items missing address; the agent handled these gracefully by displaying 'No rating' and 'Address not available' respectively.", "timestamp": "2026-10-09T04:36:04.423Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 19 numbers in the answer were found in Actor output, and the agent's table directly reflects the dataset items returned by get-dataset-items.", "timestamp": "2026-10-09T04:36:04.379Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=['plumber'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=15, and language='en' — all well-formed and appropriate for the task.", "timestamp": "2026-10-09T04:36:04.285Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with compass/google-maps-extractor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-09T04:36:04.080Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:30:15.878Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-09T04:30:15.787Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 19 numbers found in Actor output", "timestamp": "2026-10-09T04:30:15.729Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /[1-5][.][0-9]/", "timestamp": "2026-10-09T04:30:15.684Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 1 of 15 items missing totalScore; 2 of 15 items missing address", "timestamp": "2026-10-09T04:30:15.646Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 15 items ok", "timestamp": "2026-10-09T04:30:15.579Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-09T04:30:15.544Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:30:15.447Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-extractor", "timestamp": "2026-10-09T04:30:15.346Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 1 of 15 items missing totalScore; 2 of 15 items missing address" }, { "scenarioId": "google-maps-extractor-discovery-toronto-plumbers", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:30:00.579Z", "day": "2026-10-09", "traceId": "afb0e3d49e78aa8bdc4217dbe2d0ff41", "observationId": "31d851a2746fdd9d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/afb0e3d49e78aa8bdc4217dbe2d0ff41?observation=31d851a2746fdd9d", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "find", "title": "google-maps-extractor / find / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides all 15 plumbers in Toronto with name, address, phone, website, and rating (no reviews), exactly as requested, and ends with 'Actor: compass/crawler-google-places' as required.", "timestamp": "2026-10-09T04:36:05.316Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides all 15 plumbers in Toronto with name, address, phone, website, and rating (no reviews), exactly as requested, and ends with 'Actor: compass/crawler-google-places' as required.", "timestamp": "2026-10-09T04:36:05.276Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/crawler-google-places", "timestamp": "2026-10-09T04:36:05.018Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-09T04:36:04.976Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:36:04.913Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly discovered the actor, configured it properly, retrieved the data, and presented a complete answer matching all task requirements.", "timestamp": "2026-10-09T04:36:04.877Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-09T04:36:04.816Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides all 15 plumbers in Toronto with name, address, phone, website, and rating (no reviews), exactly as requested, and ends with 'Actor: compass/crawler-google-places' as required.", "timestamp": "2026-10-09T04:36:04.775Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: two search attempts (first failed, second succeeded), one fetch-actor-details, one call-actor, and one get-dataset-items — a reasonably direct path with only one necessary retry.", "timestamp": "2026-10-09T04:36:04.727Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first search-actors call returned no results, and the agent immediately retried with broader keywords 'Google Maps scraper', successfully finding the right actor.", "timestamp": "2026-10-09T04:36:04.688Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items using get-dataset-items with fields title, address, phone, website, totalScore and directly presented all 15 results from the dataset in the final answer.", "timestamp": "2026-10-09T04:36:04.379Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called compass/crawler-google-places with searchStringsArray=['plumber'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=15, language='en', and scrapePlaceDetailPage=false — all correct and well-formed inputs matching the task requirements.", "timestamp": "2026-10-09T04:36:04.278Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for actors with 'Google Maps scraper' keywords and correctly identified compass/crawler-google-places as the appropriate tool for finding business listings without reviews.", "timestamp": "2026-10-09T04:36:04.180Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:30:55.303Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-09T04:30:55.267Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:30:55.222Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /compass/(google-maps-extractor|crawler-google-places)/", "timestamp": "2026-10-09T04:30:55.129Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-09T04:30:55.043Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides all 15 plumbers in Toronto with name, address, phone, website, and rating (no reviews), exactly as requested, and ends with 'Actor: compass/crawler-google-places' as required." }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:30:15.924Z", "day": "2026-10-09", "traceId": "10ba498bc383dca9371b8fc8d2bad44c", "observationId": "52b716c4878d6951", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/10ba498bc383dca9371b8fc8d2bad44c?observation=52b716c4878d6951", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified Jedno kafe as the highest-rated (4.9 stars), fully satisfying the task.", "timestamp": "2026-10-09T04:36:03.386Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified Jedno kafe as the highest-rated (4.9 stars), fully satisfying the task.", "timestamp": "2026-10-09T04:36:03.346Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-09T04:36:03.303Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:36:03.245Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, provided sensible inputs, retrieved real data, and delivered a complete grounded answer.", "timestamp": "2026-10-09T04:36:03.200Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-09T04:36:03.142Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified Jedno kafe as the highest-rated (4.9 stars), fully satisfying the task.", "timestamp": "2026-10-09T04:36:03.098Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch details, run actor, get results — no redundant calls.", "timestamp": "2026-10-09T04:36:03.060Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 4 numbers in the answer were found in Actor output, and the agent's table directly reflects the dataset items returned by get-dataset-items.", "timestamp": "2026-10-09T04:36:03.022Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=['coffee shop'], locationQuery='Prague, Czech Republic', maxCrawledPlacesPerSearch=10, placeMinimumStars='four', and language='en' — all well-formed and appropriate for finding highly-rated coffee shops in Prague.", "timestamp": "2026-10-09T04:36:02.936Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with compass/crawler-google-places, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-09T04:36:02.844Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:31:04.227Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-09T04:31:04.189Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 4 numbers found in Actor output", "timestamp": "2026-10-09T04:31:04.150Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-09T04:31:04.110Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-09T04:31:04.065Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-09T04:31:04.028Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:31:03.989Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-09T04:31:03.915Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-09T04:31:03.837Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified Jedno kafe as the highest-rated (4.9 stars), fully satisfying the task." }, { "scenarioId": "crawler-google-places-discovery-miami-gyms", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:30:34.093Z", "day": "2026-10-09", "traceId": "360b3c24d3ea444f6f9df1145255dddc", "observationId": "e63af4afc26eaf97", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/360b3c24d3ea444f6f9df1145255dddc?observation=e63af4afc26eaf97", "subject": "compass/crawler-google-places", "owner": "google", "skill": "find", "title": "crawler-google-places / find / miami-gyms", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent produced a comprehensive table of top 20 Miami gyms with ratings, review counts, and opening hours grounded in the retrieved dataset of 30 items, fulfilling all task requirements.", "timestamp": "2026-10-09T04:36:04.778Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent produced a comprehensive table of top 20 Miami gyms with ratings, review counts, and opening hours grounded in the retrieved dataset of 30 items, fulfilling all task requirements.", "timestamp": "2026-10-09T04:36:04.686Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/crawler-google-places", "timestamp": "2026-10-09T04:36:04.422Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-09T04:36:04.376Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:36:04.082Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent found the correct actor, recovered from the input schema error, retrieved real data, and delivered a complete comparison table of top 20 Miami gyms with all requested fields.", "timestamp": "2026-10-09T04:36:03.977Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-09T04:36:03.554Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a comprehensive table of top 20 Miami gyms with ratings, review counts, and opening hours grounded in the retrieved dataset of 30 items, fulfilling all task requirements.", "timestamp": "2026-10-09T04:36:03.515Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search calls (first too narrow, second broader as instructed), one failed actor call, one successful actor call, one poll, and two dataset fetches - a reasonable path with the extra call justified by the input error recovery.", "timestamp": "2026-10-09T04:36:03.477Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with input validation error, the agent read the schema, identified the correct enum value 'four' for placeMinimumStars, and successfully resubmitted the call which then succeeded.", "timestamp": "2026-10-09T04:36:03.433Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 30 dataset items and used the actual returned data (titles, ratings, review counts, opening hours) to populate the comparison table, with values matching the tool results preview.", "timestamp": "2026-10-09T04:36:03.391Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed due to invalid input (used '4.0' string instead of enum value 'four' for placeMinimumStars), but the agent corrected this in the second call with proper enum values and appropriate parameters.", "timestamp": "2026-10-09T04:36:03.351Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used compass/crawler-google-places, the intended actor for scraping Google Maps gym data in Miami.", "timestamp": "2026-10-09T04:36:03.263Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:32:21.551Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-09T04:32:21.518Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): compass/crawler-google-places run : CALL-FAILED", "timestamp": "2026-10-09T04:32:21.484Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"compass/crawler-google-places\"", "timestamp": "2026-10-09T04:32:21.448Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-09T04:32:21.411Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "PASS: The agent produced a comprehensive table of top 20 Miami gyms with ratings, review counts, and opening hours grounded in the retrieved dataset of 30 items, fulfilling all task requirements." }, { "scenarioId": "contact-info-scraper-usage-two-domains-shallow", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:30:38.547Z", "day": "2026-10-09", "traceId": "89991804c48de21f5bd5c42d58b6378f", "observationId": "c95eceba42b003a0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/89991804c48de21f5bd5c42d58b6378f?observation=c95eceba42b003a0", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "use", "title": "contact-info / use / two-domains-shallow", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-09T04:35:54.173Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-09T04:35:54.096Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-09T04:35:54.058Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-09T04:35:54.015Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 4 Actor run(s), expected at most 2; check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-09T04:35:53.980Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-09T04:35:53.936Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported emails and social profiles per domain from actual retrieved data, correctly noting no emails for notion.so; however the fields check FAIL indicates missing 'url' field in 2 items and missing 'emails' field in 1 item, though the agent still reported the available data accurately.", "timestamp": "2026-10-09T04:35:53.900Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 actor runs instead of the expected maximum of 2 (confirmed FAIL by ranOk check), because it ran each URL separately twice due to the initial validation failures; a single run with both URLs would have been more efficient.", "timestamp": "2026-10-09T04:35:53.861Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first two calls failed with input validation errors about missing proxyConfig, the agent correctly identified the issue and added the required proxyConfig field in the retry calls.", "timestamp": "2026-10-09T04:35:53.822Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from both successful runs and directly reported the emails and social profiles from the actual scraped data, matching the tool results previews.", "timestamp": "2026-10-09T04:35:53.784Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first two calls failed because the required 'proxyConfig' field was missing; the agent then correctly added it and the subsequent calls succeeded with proper maxDepth:1, startUrls, mergeContacts, and sameDomain parameters.", "timestamp": "2026-10-09T04:35:53.711Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used vdrmota/contact-info-scraper as specified in the task, fetching actor details first then calling the actor.", "timestamp": "2026-10-09T04:35:53.667Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:32:15.619Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, fields", "timestamp": "2026-10-09T04:32:15.585Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-09T04:32:15.550Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 2 items ok", "timestamp": "2026-10-09T04:32:15.512Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s): maxDepth", "timestamp": "2026-10-09T04:32:15.478Z", "metadata": {} }, "check.urls": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s)", "timestamp": "2026-10-09T04:32:15.444Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-09T04:32:15.407Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used vdrmota/contact-info-scraper", "timestamp": "2026-10-09T04:32:15.374Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "ranOk" ], "judgeComment": "FAIL: check ranOk: 4 Actor run(s), expected at most 2" }, { "scenarioId": "contact-info-scraper-discovery-notion-website", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:30:55.337Z", "day": "2026-10-09", "traceId": "9755433d619197a060ca4f2cc5d67989", "observationId": "2f5e605d26e3ca9e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9755433d619197a060ca4f2cc5d67989?observation=2f5e605d26e3ca9e", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "find", "title": "contact-info / find / notion-website", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used mikolabs/extract-emails-and-socials-contacts-any-website, apify/website-content-crawler; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-09T04:35:51.842Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used mikolabs/extract-emails-and-socials-contacts-any-website, apify/website-content-crawler; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-09T04:35:51.753Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "mikolabs/extract-emails-and-socials-contacts-any-website", "comment": "Actors the agent ran: mikolabs/extract-emails-and-socials-contacts-any-website, apify/website-content-crawler", "timestamp": "2026-10-09T04:35:51.715Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-09T04:35:51.678Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:35:51.635Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used mikolabs/extract-emails-and-socials-contacts-any-website, apify/website-content-crawler; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-09T04:35:51.580Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "14 tool calls valid", "timestamp": "2026-10-09T04:35:51.543Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns without providing a final answer containing contact info for notion.so or naming the correct Actor (vdrmota/contact-info-scraper); the deterministic checks confirm both rightActor and namedActor failed.", "timestamp": "2026-10-09T04:35:51.496Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 5 Actor runs (exceeding the expected maximum of 3), including redundant runs with different actors and multiple polling calls, and ran out of turns without completing the task.", "timestamp": "2026-10-09T04:35:51.411Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call-actor failed with input validation error, the agent correctly identified the issue and reformatted the urls array to use objects with url property.", "timestamp": "2026-10-09T04:35:51.374Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the runs and used the returned data (empty emails/socials from mikolabs actor, and help page content from website-content-crawler) to inform next steps.", "timestamp": "2026-10-09T04:35:51.317Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "After the initial input validation failure (urls items needed to be objects with url property), the agent correctly fixed the format to [{\"url\": \"https://www.notion.so\"}] on the second call.", "timestamp": "2026-10-09T04:35:51.271Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used mikolabs/extract-emails-and-socials-contacts-any-website and apify/website-content-crawler instead of the intended vdrmota/contact-info-scraper; the search returned relevant actors but the agent picked the wrong one.", "timestamp": "2026-10-09T04:35:51.167Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:35:27.349Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-09T04:35:27.308Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 5 Actor run(s), expected at most 3", "timestamp": "2026-10-09T04:35:27.265Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"vdrmota/contact-info-scraper\"", "timestamp": "2026-10-09T04:35:27.183Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used mikolabs/extract-emails-and-socials-contacts-any-website, apify/website-content-crawler; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-09T04:35:27.089Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "mikolabs/extract-emails-and-socials-contacts-any-website", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used mikolabs/extract-emails-and-socials-contacts-any-website, apify/website-content-crawler; expected vdrmota/contact-info-scraper" }, { "scenarioId": "booking-scraper-usage-amsterdam-three-adults", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:31:04.261Z", "day": "2026-10-09", "traceId": "e6f207f92d207379553ba13d053bc6fa", "observationId": "6d565014777ac7ad", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e6f207f92d207379553ba13d053bc6fa?observation=6d565014777ac7ad", "subject": "voyager/booking-scraper", "owner": "google", "skill": "use", "title": "booking / use / amsterdam-three-adults", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-09T04:35:52.279Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-09T04:35:52.181Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-09T04:35:52.146Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-09T04:35:52.113Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The get-dataset-items result preview shows itemCount=10 and 10 items in the array, but the agent reported '9 hotels retrieved' — this is a reasoning error where the agent misread the summary field ('9 total') instead of counting the actual 10 items returned, leading to an incorrect count in the final answer.", "timestamp": "2026-10-09T04:35:52.076Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-09T04:35:52.017Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 9 hotels instead of 10 (the facts confirm 10 items were retrieved per the harness), misreported the count, but correctly identified cheapest price and highest-rated property from the actual data.", "timestamp": "2026-10-09T04:35:51.976Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: fetch schema, call actor, poll for completion, retrieve items — no redundant calls.", "timestamp": "2026-10-09T04:35:51.926Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned (prices, ratings, names) to identify Y Hostel as cheapest and Onefam Amstel as highest-rated, matching the preview data.", "timestamp": "2026-10-09T04:35:51.888Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed search='Amsterdam', maxItems=10, checkIn='2026-11-06', checkOut='2026-11-08', adults=3, rooms=1 — all correct including the non-default 3 adults.", "timestamp": "2026-10-09T04:35:51.824Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-09T04:35:51.789Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:32:33.410Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-09T04:32:33.318Z", "metadata": {} }, "check.optFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-09T04:32:33.267Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-09T04:32:33.228Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-09T04:32:33.171Z", "metadata": {} }, "check.adults": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): adults", "timestamp": "2026-10-09T04:32:33.074Z", "metadata": {} }, "check.dates": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-09T04:32:33.025Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxItems", "timestamp": "2026-10-09T04:32:32.977Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:32:32.871Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used voyager/booking-scraper", "timestamp": "2026-10-09T04:32:32.776Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "booking-scraper-discovery-amsterdam-hotels", "experimentId": "0ed932e65e8b50b3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-09T04:31:36.908Z", "day": "2026-10-09", "traceId": "45bd5244db4b8cae27ebb3723c4fe581", "observationId": "ae5a83d0c9a00919", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/45bd5244db4b8cae27ebb3723c4fe581?observation=ae5a83d0c9a00919", "subject": "voyager/booking-scraper", "owner": "google", "skill": "find", "title": "booking / find / amsterdam-hotels", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-09T04:35:51.809Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-09T04:35:51.720Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "rl1987/booking-api-scraper", "comment": "Actors the agent ran: rl1987/booking-api-scraper", "timestamp": "2026-10-09T04:35:51.656Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-09T04:35:51.620Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-09T04:35:51.583Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-09T04:35:51.543Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-09T04:35:51.465Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned 10 Amsterdam hotels with prices for a two-night stay about a month ahead and correctly identified the cheapest, but used the wrong actor (rl1987/booking-api-scraper instead of voyager/booking-scraper) and ended with 'Actor: rl1987/booking-api-scraper' rather than the expected actor name.", "timestamp": "2026-10-09T04:35:51.423Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made exactly 4 tool calls (search, fetch details, call actor, get dataset) with no redundant steps or repeated searches, following a direct path to the answer.", "timestamp": "2026-10-09T04:35:51.385Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned names, prices, and ratings to populate the final answer list, correctly identifying Hotel Levell as cheapest at $110.82 consistent with the retrieved data.", "timestamp": "2026-10-09T04:35:51.312Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with mode='search', search='Amsterdam', checkin='2026-11-09', checkout='2026-11-11' (two nights, ~a month ahead), maxItems=10, adults=2, rooms=1, currency='USD' — all well-formed and sensible for the task.", "timestamp": "2026-10-09T04:35:51.274Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task, though it picked rl1987/booking-api-scraper instead of the intended voyager/booking-scraper (rightActor: FAIL per deterministic checks).", "timestamp": "2026-10-09T04:35:51.198Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ed932e65e8b50b3", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-09T04:32:13.458Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-09T04:32:13.423Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-09T04:32:13.355Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"voyager/booking-scraper\"", "timestamp": "2026-10-09T04:32:13.320Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-09T04:32:13.240Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "rl1987/booking-api-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper" }, { "scenarioId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:00:41.012Z", "day": "2026-10-10", "traceId": "8f358577a5a80540cafc65c0e537cb14", "observationId": "be1579df8af8a4f1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8f358577a5a80540cafc65c0e537cb14?observation=be1579df8af8a4f1", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "use", "title": "youtube-shorts / use / mrbeast-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: streamers/youtube-shorts-scraper run ayEvl8RWyIPtNr6Ac: RUNNING", "timestamp": "2026-10-10T04:18:04.128Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: streamers/youtube-shorts-scraper run ayEvl8RWyIPtNr6Ac: RUNNING", "timestamp": "2026-10-10T04:18:04.026Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-10T04:18:03.995Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:18:03.958Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: streamers/youtube-shorts-scraper run ayEvl8RWyIPtNr6Ac: RUNNING", "timestamp": "2026-10-10T04:18:03.925Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-10T04:18:03.886Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task asked for 10 Shorts but the run was still RUNNING (ranOk: FAIL) and only 6 items were retrieved and reported; the agent acknowledged only 6 were returned but the dataset actually had 10 items per the facts, meaning the agent retrieved only a partial dataset.", "timestamp": "2026-10-10T04:18:03.851Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: fetch details, call actor, poll for completion, then retrieve items — no redundant or wasted calls.", "timestamp": "2026-10-10T04:18:03.816Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When get-actor-run returned a 502 Bad Gateway error, the agent pivoted to fetching dataset items directly, which was a reasonable recovery strategy that yielded usable results.", "timestamp": "2026-10-10T04:18:03.775Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 15 numbers in the final answer were found in Actor output, and the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-10-10T04:18:03.735Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called streamers/youtube-shorts-scraper with channels=[\"MrBeast\"], maxResultsShorts=10, and sortChannelShortsBy=\"POPULAR\", which matches the required input schema exactly.", "timestamp": "2026-10-10T04:18:03.693Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-10T04:18:03.649Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:01:59.723Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-10T04:01:59.670Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 15 numbers found in Actor output", "timestamp": "2026-10-10T04:01:59.634Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-10T04:01:59.573Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-10T04:01:59.535Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResultsShorts", "timestamp": "2026-10-10T04:01:59.498Z", "metadata": {} }, "check.sortPopular": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): sortChannelShortsBy", "timestamp": "2026-10-10T04:01:59.461Z", "metadata": {} }, "check.channelInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): channels[0]", "timestamp": "2026-10-10T04:01:59.426Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: streamers/youtube-shorts-scraper run ayEvl8RWyIPtNr6Ac: RUNNING", "timestamp": "2026-10-10T04:01:59.351Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-10T04:01:59.273Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: check ranOk: streamers/youtube-shorts-scraper run ayEvl8RWyIPtNr6Ac: RUNNING" }, { "scenarioId": "youtube-shorts-scraper-discovery-mrbeast-popular", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:00:41.014Z", "day": "2026-10-10", "traceId": "7da73516bc9202e3b256b6e6d51f85b7", "observationId": "46592ed3b0f30227", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7da73516bc9202e3b256b6e6d51f85b7?observation=46592ed3b0f30227", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "find", "title": "youtube-shorts / find / mrbeast-popular", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned 9 Shorts (not 10) from the dataset, titled the answer as '10 most popular' but only listed 9 items; the dataset only had 9 actual Short items (the 10th item count discrepancy is due to dataset returning 9 actual shorts). The task asked for 10 but only 9 were available and presented.", "timestamp": "2026-10-10T04:18:03.959Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned 9 Shorts (not 10) from the dataset, titled the answer as '10 most popular' but only listed 9 items; the dataset only had 9 actual Short items (the 10th item count discrepancy is due to dataset returning 9 actual shorts). The task asked for 10 but only 9 were available and presented.", "timestamp": "2026-10-10T04:18:03.923Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: streamers/youtube-shorts-scraper", "timestamp": "2026-10-10T04:18:03.886Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-10T04:18:03.849Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:18:03.787Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly found the right actor, used proper inputs, retrieved and presented real data, handled the polling correctly, and completed the task. The minor discrepancy of 9 vs 10 results is a data availability issue, not an agent failure.", "timestamp": "2026-10-10T04:18:03.750Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-10T04:18:03.717Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned 9 Shorts (not 10) from the dataset, titled the answer as '10 most popular' but only listed 9 items; the dataset only had 9 actual Short items (the 10th item count discrepancy is due to dataset returning 9 actual shorts). The task asked for 10 but only 9 were available and presented.", "timestamp": "2026-10-10T04:18:03.682Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls in a logical sequence: search, fetch details, call actor, poll for completion, get results — no redundant steps.", "timestamp": "2026-10-10T04:18:03.634Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run initially returned RUNNING status with 8 items, so the agent correctly polled with get-actor-run and waited for SUCCEEDED status before fetching results.", "timestamp": "2026-10-10T04:18:03.597Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items with actual titles, view counts, likes, and URLs from the tool results and presented them directly in the final answer.", "timestamp": "2026-10-10T04:18:03.559Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with channels=['MrBeast'], maxResultsShorts=10, and sortChannelShortsBy='POPULAR', which are all correct and well-formed inputs for the task.", "timestamp": "2026-10-10T04:18:03.518Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used streamers/youtube-shorts-scraper, the intended actor for YouTube Shorts data from a named channel.", "timestamp": "2026-10-10T04:18:03.458Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:02:47.603Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-10T04:02:47.569Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{3,}/", "timestamp": "2026-10-10T04:02:47.536Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:02:47.496Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"streamers/youtube-shorts-scraper\"", "timestamp": "2026-10-10T04:02:47.404Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-10T04:02:47.334Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned 9 Shorts (not 10) from the dataset, titled the answer as '10 most popular' but only listed 9 items; the dataset only had 9 actual Short items (the 10th item count discrepancy is due to dataset returning 9 actual shorts). The task asked for 10 but only 9 were available and presented." }, { "scenarioId": "youtube-scraper-discovery-espresso", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:00:41.015Z", "day": "2026-10-10", "traceId": "91b6a5ee94d7dcaba2cfb54fe9c119bf", "observationId": "36304e4350a6fab6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/91b6a5ee94d7dcaba2cfb54fe9c119bf?observation=36304e4350a6fab6", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "find", "title": "youtube / find / espresso", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-10T04:17:52.239Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-10T04:17:52.133Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "api-ninja/youtube-search-scraper", "comment": "Actors the agent ran: api-ninja/youtube-search-scraper", "timestamp": "2026-10-10T04:17:52.100Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-10T04:17:52.059Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:17:52.024Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-10T04:17:51.982Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-10T04:17:51.944Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent produced a table of 10 videos with titles, view counts, and channel names from the last month sorted by popularity, but used the wrong actor (api-ninja/youtube-search-scraper instead of streamers/youtube-scraper), and the answer names the wrong actor at the end.", "timestamp": "2026-10-10T04:17:51.904Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search calls (one for 'YouTube videos', one for 'YouTube search'), fetched actor details, made two actor calls (one failed due to input validation), and one dataset fetch — a reasonably direct path with only one avoidable extra search call.", "timestamp": "2026-10-10T04:17:51.868Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'Field input.maxResults must be >= 20', the agent immediately corrected the value from 10 to 20 and successfully reran the actor.", "timestamp": "2026-10-10T04:17:51.832Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the 20 dataset items returned by the actor, selecting the top 10 by view count and presenting real titles, view counts, and channel names from the data.", "timestamp": "2026-10-10T04:17:51.798Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "After the first call failed due to maxResults<20, the agent corrected it to 20 and used appropriate parameters: query='home espresso machines', type='video', uploadDate='month', sortBy='popularity', videoDepthDetails='standard'.", "timestamp": "2026-10-10T04:17:51.760Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for YouTube search actors and selected api-ninja/youtube-search-scraper, which can search and filter by upload date and sort by popularity, but the intended/correct actor was streamers/youtube-scraper. The first search result even showed streamers/youtube-video-downloader (from the same developer), but the agent chose a different actor.", "timestamp": "2026-10-10T04:17:51.727Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:02:00.717Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-10T04:02:00.681Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): api-ninja/youtube-search-scraper run : CALL-FAILED", "timestamp": "2026-10-10T04:02:00.646Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"streamers/youtube-scraper\"", "timestamp": "2026-10-10T04:02:00.610Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-10T04:02:00.575Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "api-ninja/youtube-search-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper" }, { "scenarioId": "tiktok-scraper-usage-protein-coffee", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:00:41.015Z", "day": "2026-10-10", "traceId": "562ba6b78ad4c3d8775f7557b3c1a49c", "observationId": "3d151cec308bffc8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/562ba6b78ad4c3d8775f7557b3c1a49c?observation=3d151cec308bffc8", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "use", "title": "tiktok / use / protein-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 10 videos with play counts sorted by most plays, all grounded in retrieved data per the deterministic checks, fulfilling the task of finding the top 10 protein coffee recipe videos by play count.", "timestamp": "2026-10-10T04:17:52.584Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 10 videos with play counts sorted by most plays, all grounded in retrieved data per the deterministic checks, fulfilling the task of finding the top 10 protein coffee recipe videos by play count.", "timestamp": "2026-10-10T04:17:52.520Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-10T04:17:52.485Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:17:52.449Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right tools, used correct arguments, grounded its answer in retrieved data, handled the running state gracefully, and completed the task efficiently.", "timestamp": "2026-10-10T04:17:52.410Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-10T04:17:52.376Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 videos with play counts sorted by most plays, all grounded in retrieved data per the deterministic checks, fulfilling the task of finding the top 10 protein coffee recipe videos by play count.", "timestamp": "2026-10-10T04:17:52.337Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: fetch schema, run actor, poll for completion, retrieve dataset — no redundant or wasted calls.", "timestamp": "2026-10-10T04:17:52.302Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor was still RUNNING after the initial 45-second wait, and the agent correctly polled with get-actor-run to wait for completion before fetching results.", "timestamp": "2026-10-10T04:17:52.267Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 20 numbers in the answer were found in Actor output, and the dataset preview shows matching video entries like Morgan Peterson's 487,600 play video and celebrityglamour's 303,500 play video appearing in both the preview and the final answer.", "timestamp": "2026-10-10T04:17:52.228Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries:[\"protein coffee recipe\"], searchSection:\"/video\", resultsPerPage:100, and videoSearchSorting:\"MOST_RELEVANT\" — all valid fields per the input schema.", "timestamp": "2026-10-10T04:17:52.192Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running clockworks/tiktok-scraper and retrieving results.", "timestamp": "2026-10-10T04:17:52.143Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:02:38.355Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-10T04:02:38.322Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 20 numbers found in Actor output", "timestamp": "2026-10-10T04:02:38.284Z", "metadata": {} }, "check.plays": { "value": 1, "stringValue": null, "comment": "PASS (warn): 100 items ok", "timestamp": "2026-10-10T04:02:38.251Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:02:38.211Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-scraper", "timestamp": "2026-10-10T04:02:38.145Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-10T04:02:38.069Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 10 videos with play counts sorted by most plays, all grounded in retrieved data per the deterministic checks, fulfilling the task of finding the top 10 protein coffee recipe videos by play count." }, { "scenarioId": "youtube-scraper-usage-espresso-engagement", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:00:41.015Z", "day": "2026-10-10", "traceId": "66ef3217d761d4762a62a3373ddf5981", "observationId": "e7db57018abbbb70", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/66ef3217d761d4762a62a3373ddf5981?observation=e7db57018abbbb70", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "use", "title": "youtube / use / espresso-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements.", "timestamp": "2026-10-10T04:17:54.031Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements.", "timestamp": "2026-10-10T04:17:53.992Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-10T04:17:53.956Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:17:53.919Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, provided proper inputs, retrieved real data, and presented a complete answer with all required engagement metrics.", "timestamp": "2026-10-10T04:17:53.884Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-10T04:17:53.847Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements.", "timestamp": "2026-10-10T04:17:53.810Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run actor, retrieve dataset items — no redundant calls.", "timestamp": "2026-10-10T04:17:53.765Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 12 numbers in the final answer were found in the Actor output, and the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-10-10T04:17:53.727Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries=[\"home espresso machine review\"] and maxResults=5 to the actor, which are correct and well-formed inputs matching the schema.", "timestamp": "2026-10-10T04:17:53.691Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-10T04:17:53.655Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:01:36.399Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-10T04:01:36.360Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 12 numbers found in Actor output", "timestamp": "2026-10-10T04:01:36.299Z", "metadata": {} }, "check.engagementFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-10T04:01:36.261Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-10T04:01:36.214Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-10T04:01:36.174Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:01:36.130Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-scraper", "timestamp": "2026-10-10T04:01:36.089Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-10T04:01:36.034Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements." }, { "scenarioId": "tiktok-scraper-discovery-cleantok", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:00:41.015Z", "day": "2026-10-10", "traceId": "a54c121b3582507314f63d0823c16bc3", "observationId": "01a4bf8aa94a7c36", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a54c121b3582507314f63d0823c16bc3?observation=01a4bf8aa94a7c36", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "find", "title": "tiktok / find / cleantok", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-10T04:18:02.150Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-10T04:18:02.023Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "memo23/tiktok-hashtag-scraper", "comment": "Actors the agent ran: memo23/tiktok-hashtag-scraper", "timestamp": "2026-10-10T04:18:01.959Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-10T04:18:01.890Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:18:01.848Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-10T04:18:01.779Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-10T04:18:01.738Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered a summary of trending content themes and real engagement numbers from 20 #cleantok videos, and ended with 'Actor: memo23/tiktok-hashtag-scraper' as required, but used the wrong Actor (not clockworks/tiktok-scraper per the deterministic rightActor FAIL).", "timestamp": "2026-10-10T04:18:01.701Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch-details, call-actor, get-dataset-items) in a logical sequence with no redundant steps, though it skipped the instructed second broader search.", "timestamp": "2026-10-10T04:18:01.656Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The initial run result showed itemCount:0 with a note that counts can lag; the agent correctly followed the nextStep instruction and fetched the dataset, which returned 20 items successfully.", "timestamp": "2026-10-10T04:18:01.613Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used real data from the dataset (e.g., 53.4M plays for The Organized Addict, 5.2M likes, 258K saves) that match the preview returned by get-dataset-items, not invented figures.", "timestamp": "2026-10-10T04:18:01.555Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called memo23/tiktok-hashtag-scraper with {hashtags: ['cleantok'], maxResultsPerHashtag: 20}, which correctly matches the required 'hashtags' field and caps results at 20 as requested.", "timestamp": "2026-10-10T04:18:01.476Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for TikTok hashtag scrapers and selected memo23/tiktok-hashtag-scraper, which is a functional hashtag scraper but not the intended clockworks/tiktok-scraper; the rightActor check is marked FAIL per the deterministic facts.", "timestamp": "2026-10-10T04:18:01.387Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:01:35.426Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-10T04:01:35.390Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:01:35.268Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-scraper\"", "timestamp": "2026-10-10T04:01:35.189Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-10T04:01:35.030Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "memo23/tiktok-hashtag-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper" }, { "scenarioId": "tiktok-profile-scraper-usage-apifylife-latest-five", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:01:35.694Z", "day": "2026-10-10", "traceId": "30867e5e385087ce67b0f4deedf2f164", "observationId": "f018c31aefc3525a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/30867e5e385087ce67b0f4deedf2f164?observation=f018c31aefc3525a", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "use", "title": "tiktok-profile / use / apifylife-latest-five", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the follower count (192) and all 5 most recent videos with play counts from actual scraped data, fulfilling the task; the grounded check flags '15,000' (written as formatted number for 15300) and '500' (used in a summary approximation), but the core data was correctly reported from the dataset.", "timestamp": "2026-10-10T04:17:49.463Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the follower count (192) and all 5 most recent videos with play counts from actual scraped data, fulfilling the task; the grounded check flags '15,000' (written as formatted number for 15300) and '500' (used in a summary approximation), but the core data was correctly reported from the dataset.", "timestamp": "2026-10-10T04:17:49.427Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-10T04:17:49.378Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:17:49.343Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The grounded check failed because the agent wrote '15,300' (which maps to the actual value 15300 in the data) and used '500' as an approximation in the summary sentence ('averages around 500-800 plays') rather than sticking strictly to retrieved values. This is a minor agent reasoning issue where it introduced a rounded/approximated number not directly in the output.", "timestamp": "2026-10-10T04:17:49.302Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-10T04:17:49.268Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the follower count (192) and all 5 most recent videos with play counts from actual scraped data, fulfilling the task; the grounded check flags '15,000' (written as formatted number for 15300) and '500' (used in a summary approximation), but the core data was correctly reported from the dataset.", "timestamp": "2026-10-10T04:17:49.228Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch details, run actor, get results — no redundant calls.", "timestamp": "2026-10-10T04:17:49.191Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and reported the follower count (192) and play counts directly from the tool results; however, the grounded check flags 15,000 and 500 as not in Actor output — the actual value was 15300 (reported as 15,300 which is fine) and 500 appears in the summary text ('averages around 500-800 plays') which is an approximation not a direct data point, so the data was largely used correctly from the retrieved items.", "timestamp": "2026-10-10T04:17:49.149Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called clockworks/tiktok-profile-scraper with profiles=[\"apifylife\"], resultsPerPage=5, and profileSorting=\"latest\", which are all correct and well-formed inputs.", "timestamp": "2026-10-10T04:17:49.108Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-10T04:17:49.068Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:02:16.166Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-10T04:02:16.130Z", "metadata": {} }, "check.grounded": { "value": 0.833, "stringValue": null, "comment": "FAIL (warn): 2 of 12 numbers not in Actor output: 15,000, 500", "timestamp": "2026-10-10T04:02:16.095Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-10T04:02:16.059Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-10T04:02:16.028Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsPerPage", "timestamp": "2026-10-10T04:02:15.977Z", "metadata": {} }, "check.profileInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): profiles[0]", "timestamp": "2026-10-10T04:02:15.908Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:02:15.865Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-10T04:02:15.780Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the follower count (192) and all 5 most recent videos with play counts from actual scraped data, fulfilling the task; the grounded check flags '15,000' (written as formatted number for 15300) and '500' (used in a summary approximation), but the core data was correctly reported from the dataset." }, { "scenarioId": "tiktok-profile-scraper-discovery-apifylife-followers", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:01:36.582Z", "day": "2026-10-10", "traceId": "45ece667f894d56ec27bacfe83ceab72", "observationId": "7c1bb09d0a611a57", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/45ece667f894d56ec27bacfe83ceab72?observation=7c1bb09d0a611a57", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "find", "title": "tiktok-profile / find / apifylife-followers", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides the follower count (192) and all 5 most recent videos with captions, dates, engagement metrics, and URLs, all grounded in retrieved data, and ends with 'Actor: clockworks/tiktok-profile-scraper' as required.", "timestamp": "2026-10-10T04:17:45.898Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides the follower count (192) and all 5 most recent videos with captions, dates, engagement metrics, and URLs, all grounded in retrieved data, and ends with 'Actor: clockworks/tiktok-profile-scraper' as required.", "timestamp": "2026-10-10T04:17:45.867Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-profile-scraper", "timestamp": "2026-10-10T04:17:45.829Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-10T04:17:45.788Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:17:45.753Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the right actor, formed valid inputs, utilized the retrieved data accurately, and completed the task fully.", "timestamp": "2026-10-10T04:17:45.714Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-10T04:17:45.680Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides the follower count (192) and all 5 most recent videos with captions, dates, engagement metrics, and URLs, all grounded in retrieved data, and ends with 'Actor: clockworks/tiktok-profile-scraper' as required.", "timestamp": "2026-10-10T04:17:45.635Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search-actors, fetch-actor-details, call-actor, get-dataset-items) in a logical sequence with no redundant calls or backtracking.", "timestamp": "2026-10-10T04:17:45.603Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly used the authorMeta.fans (192), video texts, createTimeISO dates, diggCount, commentCount, playCount, and webVideoUrl fields from the actual API response in its final answer.", "timestamp": "2026-10-10T04:17:45.543Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed profiles=['apifylife'], resultsPerPage=5, and profileSorting='latest', which are all correct and well-formed inputs for retrieving the 5 most recent videos.", "timestamp": "2026-10-10T04:17:45.502Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified clockworks/tiktok-profile-scraper as the right tool for a single TikTok profile lookup, confirmed by the deterministic check rightActor: PASS.", "timestamp": "2026-10-10T04:17:45.451Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:02:28.065Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-10T04:02:28.027Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{2,}/", "timestamp": "2026-10-10T04:02:27.984Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:02:27.941Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-profile-scraper\"", "timestamp": "2026-10-10T04:02:27.859Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-10T04:02:27.783Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides the follower count (192) and all 5 most recent videos with captions, dates, engagement metrics, and URLs, all grounded in retrieved data, and ends with 'Actor: clockworks/tiktok-profile-scraper' as required." }, { "scenarioId": "tiktok-comments-scraper-usage-top-level-only", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:01:59.758Z", "day": "2026-10-10", "traceId": "8f315f83055eb4a9657a09dee3b6d307", "observationId": "90150d7dde8f6468", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8f315f83055eb4a9657a09dee3b6d307?observation=90150d7dde8f6468", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "use", "title": "tiktok-comments / use / top-level-only", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly identified and reported the top 5 comments by likes from the 20 scraped comments, all grounded in the retrieved data, fulfilling the task requirements.", "timestamp": "2026-10-10T04:17:42.195Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly identified and reported the top 5 comments by likes from the 20 scraped comments, all grounded in the retrieved data, fulfilling the task requirements.", "timestamp": "2026-10-10T04:17:42.159Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-10T04:17:42.121Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:17:42.079Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The deterministic check 'cap' FAILED because the agent used topLevelCommentsPerPost:20 instead of commentsPerPost (the field explicitly named 'Maximum comments (replies included) per post') to cap at 20 comments. While the run happened to return 20 items, the intended limiting field commentsPerPost was missing from the input.", "timestamp": "2026-10-10T04:17:41.884Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-10T04:17:41.781Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and reported the top 5 comments by likes from the 20 scraped comments, all grounded in the retrieved data, fulfilling the task requirements.", "timestamp": "2026-10-10T04:17:41.682Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, call actor, retrieve dataset items — no redundant calls.", "timestamp": "2026-10-10T04:17:41.608Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check PASSED and the agent's final answer lists comments with like counts (368356, 198390, 57035, 36775, 30689) that all appear in the dataset items returned by get-dataset-items.", "timestamp": "2026-10-10T04:17:41.575Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent used postURLs with the correct URL and maxRepliesPerComment:0, but used topLevelCommentsPerPost:20 instead of commentsPerPost:20; the deterministic check 'cap' FAILED because commentsPerPost was missing, though the run still returned 20 items successfully.", "timestamp": "2026-10-10T04:17:41.534Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with clockworks/tiktok-comments-scraper, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-10T04:17:41.498Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:02:58.385Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-10T04:02:58.348Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 12 numbers found in Actor output", "timestamp": "2026-10-10T04:02:58.312Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-10T04:02:58.271Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-10T04:02:58.235Z", "metadata": {} }, "check.noReplies": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxRepliesPerComment", "timestamp": "2026-10-10T04:02:58.200Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): clockworks/tiktok-comments-scraper: commentsPerPost is missing (expected at most 20)", "timestamp": "2026-10-10T04:02:58.156Z", "metadata": {} }, "check.videoUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): postURLs[0]", "timestamp": "2026-10-10T04:02:58.119Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:02:58.048Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-10T04:02:57.970Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "PASS: The agent correctly identified and reported the top 5 comments by likes from the 20 scraped comments, all grounded in the retrieved data, fulfilling the task requirements." }, { "scenarioId": "tiktok-comments-scraper-discovery-video-top-comments", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:02:00.758Z", "day": "2026-10-10", "traceId": "64b44c078d27c7f389d0eec0a7e64346", "observationId": "775d20aa10328f0d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/64b44c078d27c7f389d0eec0a7e64346?observation=775d20aa10328f0d", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "find", "title": "tiktok-comments / find / video-top-comments", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent listed 5 most-liked comments with like counts drawn from the dataset, correctly identified the top comments by diggCount, and ended with 'Actor: clockworks/tiktok-comments-scraper' as required.", "timestamp": "2026-10-10T04:17:37.076Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent listed 5 most-liked comments with like counts drawn from the dataset, correctly identified the top comments by diggCount, and ended with 'Actor: clockworks/tiktok-comments-scraper' as required.", "timestamp": "2026-10-10T04:17:37.038Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-comments-scraper", "timestamp": "2026-10-10T04:17:37.004Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-10T04:17:36.957Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:17:36.919Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly selected the right actor, used proper inputs, utilized retrieved data, handled the running state gracefully, followed an efficient plan, and delivered a complete answer.", "timestamp": "2026-10-10T04:17:36.881Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-10T04:17:36.803Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent listed 5 most-liked comments with like counts drawn from the dataset, correctly identified the top comments by diggCount, and ended with 'Actor: clockworks/tiktok-comments-scraper' as required.", "timestamp": "2026-10-10T04:17:36.768Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls in a logical sequence: search, fetch details, call actor, poll for completion, get results — no redundant steps.", "timestamp": "2026-10-10T04:17:36.731Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run initially returned RUNNING status, and the agent correctly polled with get-actor-run until it SUCCEEDED before fetching results.", "timestamp": "2026-10-10T04:17:36.690Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and used the actual diggCount and text fields from the retrieved data to rank and list the top 5 comments, including specific like counts visible in the tool result preview.", "timestamp": "2026-10-10T04:17:36.656Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct video URL in postURLs and set commentsPerPost to 100, which are well-formed inputs matching the actor's schema.", "timestamp": "2026-10-10T04:17:36.617Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly searched for TikTok comment scrapers and selected clockworks/tiktok-comments-scraper, which is the intended subject per the facts.", "timestamp": "2026-10-10T04:17:36.582Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:03:20.674Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-10T04:03:20.636Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-10T04:03:20.592Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:03:20.553Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-comments-scraper\"", "timestamp": "2026-10-10T04:03:20.448Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-10T04:03:20.351Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent listed 5 most-liked comments with like counts drawn from the dataset, correctly identified the top comments by diggCount, and ended with 'Actor: clockworks/tiktok-comments-scraper' as required." }, { "scenarioId": "indeed-scraper-usage-swe-skills", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:02:16.201Z", "day": "2026-10-10", "traceId": "f9e67f3433de819851925d378ad92bd1", "observationId": "658cb62d063aad4d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f9e67f3433de819851925d378ad92bd1?observation=658cb62d063aad4d", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "use", "title": "indeed / use / swe-skills", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 20 job postings (confirmed by facts), read the full descriptions, and produced a ranked list of 5 skills (C++, AI/LLM tools, Python, C#, SQL) with company-level attribution grounded in the retrieved data, fulfilling the task.", "timestamp": "2026-10-10T04:17:39.638Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 20 job postings (confirmed by facts), read the full descriptions, and produced a ranked list of 5 skills (C++, AI/LLM tools, Python, C#, SQL) with company-level attribution grounded in the retrieved data, fulfilling the task.", "timestamp": "2026-10-10T04:17:39.599Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-10T04:17:39.554Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:17:39.523Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The deterministic cap check (apify.input, warn) FAILED because 'maxItems is missing' — the agent used maxItemsPerSearch=20 which is the per-search limit, but the actor apparently expects a separate top-level maxItems field to hard-cap total output. The agent should have checked the schema more carefully and included the correct capping parameter.", "timestamp": "2026-10-10T04:17:39.483Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-10T04:17:39.449Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 job postings (confirmed by facts), read the full descriptions, and produced a ranked list of 5 skills (C++, AI/LLM tools, Python, C#, SQL) with company-level attribution grounded in the retrieved data, fulfilling the task.", "timestamp": "2026-10-10T04:17:39.411Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent fetched actor details, ran the actor, retrieved items in two batches of 10 (due to dataset having 10 items initially, then offset 10 for the rest), and read the persisted files — a reasonably direct path with no pointless repetition.", "timestamp": "2026-10-10T04:17:39.377Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read both batches of dataset items from the persisted files and grounded its skill tally in named companies from the retrieved descriptions (e.g., Tarpon Health, Cboe Global Markets, Superhuman), demonstrating use of real retrieved data.", "timestamp": "2026-10-10T04:17:39.339Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed position='software engineer', maxItemsPerSearch=20, country='US', and parseCompanyDetails=true; however the deterministic check flags that 'maxItems is missing' — the correct field to cap total output is maxItemsPerSearch which was set to 20, so the input was reasonable, though the cap check still failed because the actor's actual cap parameter may differ from what was used.", "timestamp": "2026-10-10T04:17:39.301Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, and Read — all appropriate tools for discovering the actor schema, running it, and retrieving results.", "timestamp": "2026-10-10T04:17:39.256Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:03:44.154Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-10T04:03:44.117Z", "metadata": {} }, "check.descriptions": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-10T04:03:44.024Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-10T04:03:43.987Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): misceres/indeed-scraper: maxItems is missing (expected at most 20)", "timestamp": "2026-10-10T04:03:43.942Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:03:43.902Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used misceres/indeed-scraper", "timestamp": "2026-10-10T04:03:43.806Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-10-10T04:03:43.695Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "PASS: The agent retrieved 20 job postings (confirmed by facts), read the full descriptions, and produced a ranked list of 5 skills (C++, AI/LLM tools, Python, C#, SQL) with company-level attribution grounded in the retrieved data, fulfilling the task." }, { "scenarioId": "indeed-scraper-discovery-denver-marketing", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:02:28.108Z", "day": "2026-10-10", "traceId": "0ba5b822f834c3674c3a0f290e919775", "observationId": "8633026f9ca098da", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0ba5b822f834c3674c3a0f290e919775?observation=8633026f9ca098da", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "find", "title": "indeed / find / denver-marketing", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used curious_coder/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-10T04:17:36.554Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used curious_coder/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-10T04:17:36.462Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "curious_coder/indeed-scraper", "comment": "Actors the agent ran: curious_coder/indeed-scraper", "timestamp": "2026-10-10T04:17:36.427Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-10T04:17:36.385Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:17:36.349Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used curious_coder/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-10T04:17:36.313Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-10T04:17:36.271Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered a table of 10 coordinator postings in Denver with salaries and company ratings plus a benchmarking summary, fulfilling the task requirements, though it used the wrong actor (curious_coder instead of misceres) and the final line names curious_coder/indeed-scraper rather than misceres/indeed-scraper.", "timestamp": "2026-10-10T04:17:36.236Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: search actors, fetch details, call actor, get dataset items — no redundant calls or backtracking.", "timestamp": "2026-10-10T04:17:36.198Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned fields (title, companyDetails.name, companyDetails.rating, salary.min, salary.max, etc.) to populate the benchmark table without inventing data.", "timestamp": "2026-10-10T04:17:36.158Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed well-formed inputs to curious_coder/indeed-scraper: country='us', query='marketing coordinator', location='Denver, Colorado', count=10 — all correct fields per the schema.", "timestamp": "2026-10-10T04:17:36.126Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task. However, it selected curious_coder/indeed-scraper instead of the intended misceres/indeed-scraper, which is a discoverability/selection issue, though the chosen actor did succeed and return relevant data.", "timestamp": "2026-10-10T04:17:36.080Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:03:12.499Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-10T04:03:12.460Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:03:12.420Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"misceres/indeed-scraper\"", "timestamp": "2026-10-10T04:03:12.347Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used curious_coder/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-10T04:03:12.250Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "curious_coder/indeed-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used curious_coder/indeed-scraper; expected misceres/indeed-scraper" }, { "scenarioId": "amazon-reviews-scraper-usage-helpful-thirty", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:02:38.406Z", "day": "2026-10-10", "traceId": "70c664ba6f582ee855cc6e94fc04b78d", "observationId": "466d7ad36b9b4372", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/70c664ba6f582ee855cc6e94fc04b78d?observation=466d7ad36b9b4372", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "use", "title": "amazon-reviews / use / helpful-thirty", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-10T04:17:31.207Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-10T04:17:31.123Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-10T04:17:31.082Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-10T04:17:31.042Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED; check productUrl: junglee/amazon-reviews-scraper: productUrls[0].url is missing (expected to match /B0CWXNS552/)", "timestamp": "2026-10-10T04:17:30.998Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-10T04:17:30.966Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered 3 praises and 3 complaints grounded in the actual review data, though only 10 reviews were retrieved (free tier limit) instead of the requested 30, and one complaint about 'no keyring hole' appears to be partially fabricated as the retrieved reviews only mention needing accessories, not a 'strange design choice' quote.", "timestamp": "2026-10-10T04:17:30.929Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 3 tool calls: one to fetch schema, one failed call due to wrong input format, and one successful call—the extra call was caused by an input error but recovery was swift with no unnecessary repetition.", "timestamp": "2026-10-10T04:17:30.887Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with a validation error about 'must be object', the agent immediately recognized the issue and corrected the productUrls format to [{\"url\":\"...\"}] on the second call, which succeeded.", "timestamp": "2026-10-10T04:17:30.847Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the 10 dataset items and grounded its summary in actual review text—citing specific quotes like 'can be somewhat difficult to hear' and the Europe passport story from the retrieved reviews.", "timestamp": "2026-10-10T04:17:30.811Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call passed productUrls as a plain string array instead of an array of objects with url property, causing CALL-FAILED; the second call correctly used [{\"url\":\"...\"}] format with maxReviews:30 and sort:\"helpful\", which succeeded.", "timestamp": "2026-10-10T04:17:30.770Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-reviews-scraper, which is exactly the Actor specified in the task.", "timestamp": "2026-10-10T04:17:30.736Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:03:55.487Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, productUrl", "timestamp": "2026-10-10T04:03:55.449Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-10T04:03:55.411Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-10T04:03:55.377Z", "metadata": {} }, "check.sortHelpful": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): sort", "timestamp": "2026-10-10T04:03:55.346Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxReviews", "timestamp": "2026-10-10T04:03:55.309Z", "metadata": {} }, "check.productUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper: productUrls[0].url is missing (expected to match /B0CWXNS552/)", "timestamp": "2026-10-10T04:03:55.272Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-10T04:03:55.186Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-10T04:03:55.108Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "productUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED" }, { "scenarioId": "amazon-reviews-scraper-discovery-product-complaints", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:02:47.639Z", "day": "2026-10-10", "traceId": "3ba3bebd15c09eed1f7dac626b6b90c3", "observationId": "3dc44c2558e3edff", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3ba3bebd15c09eed1f7dac626b6b90c3?observation=3dc44c2558e3edff", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "find", "title": "amazon-reviews / find / product-complaints", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used igview-owner/amazon-review-scraper; expected junglee/amazon-reviews-scraper", "timestamp": "2026-10-10T04:17:26.458Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used igview-owner/amazon-review-scraper; expected junglee/amazon-reviews-scraper", "timestamp": "2026-10-10T04:17:26.372Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "igview-owner/amazon-review-scraper", "comment": "Actors the agent ran: igview-owner/amazon-review-scraper", "timestamp": "2026-10-10T04:17:26.286Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-10T04:17:26.239Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:17:26.184Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used igview-owner/amazon-review-scraper; expected junglee/amazon-reviews-scraper", "timestamp": "2026-10-10T04:17:26.123Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-10T04:17:26.080Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent only retrieved 8 reviews instead of the requested 30 (the actor was limited), and used the wrong actor (igview-owner instead of junglee), but still produced a coherent summary of complaints and praises grounded in the actual scraped data; however the 30-review requirement was not met.", "timestamp": "2026-10-10T04:17:26.027Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch-details, call-actor, get-dataset-items) in a logical sequence without unnecessary repetition, though it skipped the recommended second broader search.", "timestamp": "2026-10-10T04:17:25.990Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 8 dataset items and used the actual review text, ratings, and helpful vote counts from those items to construct the praises and complaints summary.", "timestamp": "2026-10-10T04:17:25.891Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly extracted the ASIN B0CWXNS552 from the URL and passed it along with country='US' to the actor, which are valid and well-formed inputs per the actor's schema.", "timestamp": "2026-10-10T04:17:25.850Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for 'Amazon product reviews' and selected igview-owner/amazon-review-scraper instead of the intended junglee/amazon-reviews-scraper; the rightActor check is marked FAIL, confirming the wrong actor was chosen.", "timestamp": "2026-10-10T04:17:25.810Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:03:34.375Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-10T04:03:34.331Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:03:34.291Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"junglee/amazon-reviews-scraper\"", "timestamp": "2026-10-10T04:03:34.206Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used igview-owner/amazon-review-scraper; expected junglee/amazon-reviews-scraper", "timestamp": "2026-10-10T04:03:34.123Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "igview-owner/amazon-review-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used igview-owner/amazon-review-scraper; expected junglee/amazon-reviews-scraper" }, { "scenarioId": "amazon-crawler-usage-earbuds-search-url", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:02:58.417Z", "day": "2026-10-10", "traceId": "8b7c6157625f01077505fd38766f50c2", "observationId": "4a4cde286afb024b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8b7c6157625f01077505fd38766f50c2?observation=4a4cde286afb024b", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "use", "title": "amazon / use / earbuds-search-url", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-10T04:17:27.787Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-10T04:17:27.703Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-10T04:17:27.657Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-10T04:17:27.616Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED; check searchUrl: junglee/amazon-crawler: categoryOrProductUrls[0].url is missing (expected to match /amazon\\.com/s\\?k=wireless\\+earbuds/)", "timestamp": "2026-10-10T04:17:27.575Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-10T04:17:27.540Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a table of 10 products with prices and ratings sourced from the scraped data, though one item (JBL Vibe Beam 2) had no price (matching the field FAIL for 1 of 20 items missing price), and the cap was exceeded (20 items scraped instead of ≤10), but the task of reporting top 10 products with price and rating was substantially fulfilled.", "timestamp": "2026-10-10T04:17:27.504Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: one to fetch actor details, one failed call, one successful call, and one to get dataset items — a reasonable path with only one retry needed.", "timestamp": "2026-10-10T04:17:27.470Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed due to input validation (wrong format for categoryOrProductUrls), the agent immediately corrected the format and retried successfully.", "timestamp": "2026-10-10T04:17:27.425Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned title, price.value, price.currency, stars, and reviewsCount fields to populate the final answer table.", "timestamp": "2026-10-10T04:17:27.384Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call failed because categoryOrProductUrls was passed as a plain string array instead of an array of objects with 'url' keys; the second call correctly used [{\"url\": \"https://www.amazon.com/s?k=wireless+earbuds\"}] but set maxItemsPerStartUrl to 20 instead of the required ≤10, and the facts confirm searchUrl FAIL (the first failed run had missing URL) and cap FAIL (maxItemsPerStartUrl=20 on both runs).", "timestamp": "2026-10-10T04:17:27.348Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected junglee/amazon-crawler and used fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-10T04:17:27.311Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:04:05.864Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, searchUrl", "timestamp": "2026-10-10T04:04:05.827Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-10T04:04:05.794Z", "metadata": {} }, "check.field": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 1 of 20 items fail price exists undefined", "timestamp": "2026-10-10T04:04:05.735Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 20 items, expected at most 10", "timestamp": "2026-10-10T04:04:05.698Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): junglee/amazon-crawler: maxItemsPerStartUrl = 20 (expected at most 10); junglee/amazon-crawler: maxItemsPerStartUrl = 20 (expected at most 10)", "timestamp": "2026-10-10T04:04:05.666Z", "metadata": {} }, "check.searchUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler: categoryOrProductUrls[0].url is missing (expected to match /amazon\\.com/s\\?k=wireless\\+earbuds/)", "timestamp": "2026-10-10T04:04:05.593Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-10T04:04:05.556Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-crawler", "timestamp": "2026-10-10T04:04:05.468Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "field", "items", "cap", "searchUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED" }, { "scenarioId": "amazon-crawler-discovery-wireless-earbuds", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:03:12.542Z", "day": "2026-10-10", "traceId": "a4d213cd60142e27e718d047b02ce26e", "observationId": "951f5880d718f9af", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a4d213cd60142e27e718d047b02ce26e?observation=951f5880d718f9af", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "find", "title": "amazon / find / wireless-earbuds", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned 10 wireless earbuds with prices, ratings, and review counts sourced from actual scraped data, fulfilling the task; however, 2 items had null prices and item #10 was a duplicate of item #2, slightly reducing quality but the task was substantially completed.", "timestamp": "2026-10-10T04:17:25.474Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned 10 wireless earbuds with prices, ratings, and review counts sourced from actual scraped data, fulfilling the task; however, 2 items had null prices and item #10 was a duplicate of item #2, slightly reducing quality but the task was substantially completed.", "timestamp": "2026-10-10T04:17:25.402Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: junglee/Amazon-crawler", "timestamp": "2026-10-10T04:17:25.367Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-10T04:17:25.330Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:17:25.294Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first call-actor invocation passed categoryOrProductUrls as an array of plain strings ([\"https://www.amazon.com/s?k=wireless+earbuds&s=salesrank\"]) instead of an array of objects ([{\"url\": \"...\"}]), causing a CALL-FAILED run. The agent had to make a second attempt with the corrected format, wasting one actor run.", "timestamp": "2026-10-10T04:17:25.258Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-10T04:17:25.226Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned 10 wireless earbuds with prices, ratings, and review counts sourced from actual scraped data, fulfilling the task; however, 2 items had null prices and item #10 was a duplicate of item #2, slightly reducing quality but the task was substantially completed.", "timestamp": "2026-10-10T04:17:25.190Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made an extra get-dataset-items call (twice) to retrieve the same data with slightly different field projections (price.value vs price), which was a minor redundancy but not a significant inefficiency.", "timestamp": "2026-10-10T04:17:25.136Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with an input validation error (plain string URL instead of object), the agent immediately corrected the input format and successfully re-ran the actor, recovering cleanly.", "timestamp": "2026-10-10T04:17:25.102Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the successful run (datasetId=dIIvSMtfxTJXIX6id) and directly used the returned titles, prices, stars, and reviewsCount values in the final answer, matching the tool result preview exactly.", "timestamp": "2026-10-10T04:17:25.060Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed because the agent passed a plain string URL instead of an object with a 'url' key; the agent then corrected this to [{\"url\": \"https://www.amazon.com/s?k=wireless+earbuds&s=salesrank\"}] which matched the required schema and succeeded.", "timestamp": "2026-10-10T04:17:25.027Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/Amazon-crawler, the intended actor for scraping Amazon product data, confirmed by the rightActor PASS check.", "timestamp": "2026-10-10T04:17:24.980Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:04:20.447Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-10T04:04:20.409Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-10T04:04:20.362Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): junglee/Amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-10T04:04:20.324Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-crawler\"", "timestamp": "2026-10-10T04:04:20.247Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/Amazon-crawler", "timestamp": "2026-10-10T04:04:20.166Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "PASS: The agent returned 10 wireless earbuds with prices, ratings, and review counts sourced from actual scraped data, fulfilling the task; however, 2 items had null prices and item #10 was a duplicate of item #2, slightly reducing quality but the task was substantially completed." }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:03:20.713Z", "day": "2026-10-10", "traceId": "7e6e163fe38298e7fba638cc6d99d4eb", "observationId": "8fce4e53ee114023", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7e6e163fe38298e7fba638cc6d99d4eb?observation=8fce4e53ee114023", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: apify/website-content-crawler run : CALL-FAILED", "timestamp": "2026-10-10T04:17:19.106Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: apify/website-content-crawler run : CALL-FAILED", "timestamp": "2026-10-10T04:17:19.017Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-10T04:17:18.978Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:17:18.941Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: apify/website-content-crawler run : CALL-FAILED", "timestamp": "2026-10-10T04:17:18.898Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-10T04:17:18.863Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required full HTML saving (saveHtml=true) which was never set correctly - the agent used saveHtmlAsFile=true instead, and the deterministic check confirms saveHtml is missing. Only 1 page was crawled instead of up to 10, and while the agent reported this honestly, the HTML saving requirement was not properly fulfilled per the deterministic checks.", "timestamp": "2026-10-10T04:17:18.818Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent fetched actor details, made two actor calls (one failed, one succeeded), retrieved dataset items, verified HTML from key-value store, and wrote output files - a reasonably direct path with one necessary retry.", "timestamp": "2026-10-10T04:17:18.783Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed due to input validation (wrong includeUrlGlobs format), the agent correctly identified the issue and fixed the format in the second call, which succeeded.", "timestamp": "2026-10-10T04:17:18.746Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and key-value store HTML, then used the actual returned data to write files and report results accurately.", "timestamp": "2026-10-10T04:17:18.709Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call used saveHtmlAsFile=true but also had an invalid format for includeUrlGlobs (strings instead of objects), causing CALL-FAILED. The second call correctly used includeUrlGlobs as objects with 'glob' property, but used saveHtmlAsFile=true instead of the correct saveHtml=true parameter. The deterministic check confirms saveHtml is missing on both runs.", "timestamp": "2026-10-10T04:17:18.665Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/website-content-crawler for crawling documentation pages, which is the intended actor for this task.", "timestamp": "2026-10-10T04:17:18.625Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:04:33.597Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-10T04:04:33.555Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-10T04:04:33.522Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true)", "timestamp": "2026-10-10T04:04:33.489Z", "metadata": {} }, "check.sectionFilter": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): includeUrlGlobs", "timestamp": "2026-10-10T04:04:33.453Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxCrawlPages", "timestamp": "2026-10-10T04:04:33.418Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): startUrls[0].url", "timestamp": "2026-10-10T04:04:33.343Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/website-content-crawler run : CALL-FAILED", "timestamp": "2026-10-10T04:04:33.310Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-10T04:04:33.227Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "saveHtml", "ranOk" ], "judgeComment": "FAIL: check ranOk: apify/website-content-crawler run : CALL-FAILED" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:03:34.417Z", "day": "2026-10-10", "traceId": "2be9a33f1e86e012cce413f3306be1c4", "observationId": "886640cf3c5e830b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2be9a33f1e86e012cce413f3306be1c4?observation=886640cf3c5e830b", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used scrape-lads/website-content-crawler-rag; expected apify/website-content-crawler", "timestamp": "2026-10-10T04:17:15.410Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used scrape-lads/website-content-crawler-rag; expected apify/website-content-crawler", "timestamp": "2026-10-10T04:17:15.316Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "scrape-lads/website-content-crawler-rag", "comment": "Actors the agent ran: scrape-lads/website-content-crawler-rag", "timestamp": "2026-10-10T04:17:15.283Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-10T04:17:15.246Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:17:15.217Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used scrape-lads/website-content-crawler-rag; expected apify/website-content-crawler", "timestamp": "2026-10-10T04:17:15.181Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-10T04:17:15.144Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 20 pages crawled, provided five real titles from the dataset, and ended with 'Actor: scrape-lads/website-content-crawler-rag', but the wrong actor was used (not apify/website-content-crawler) and the answer does not contain the expected actor name, so the task is not fully completed per the reference criteria.", "timestamp": "2026-10-10T04:17:15.108Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search, fetch details, call actor, get dataset items) in a logical sequence with no redundant steps.", "timestamp": "2026-10-10T04:17:15.029Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 dataset items with real titles and URLs from get-dataset-items and used them directly in the final answer, reporting accurate page count and five real titles from the data.", "timestamp": "2026-10-10T04:17:14.992Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed startUrls with the correct URL, maxPages=20, crawlScope='path', outputFormats=['markdown','text'], and removeBoilerplate=true; however the deterministic check pageCap FAIL notes that maxCrawlPages is missing (the actor uses 'maxPages' not 'maxCrawlPages', so the input field name was correct for this actor, but the harness flagged it as missing the expected field name).", "timestamp": "2026-10-10T04:17:14.956Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose scrape-lads/website-content-crawler-rag instead of the intended apify/website-content-crawler; while it is an LLM-ready crawler, the deterministic check rightActor is FAIL because the expected actor was apify/website-content-crawler, which did not appear in the search results or was not selected.", "timestamp": "2026-10-10T04:17:14.916Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:04:11.645Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-10T04:04:11.610Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): scrape-lads/website-content-crawler-rag: maxCrawlPages is missing (expected at most 20)", "timestamp": "2026-10-10T04:04:11.574Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-10T04:04:11.535Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:04:11.499Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-10T04:04:11.457Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used scrape-lads/website-content-crawler-rag; expected apify/website-content-crawler", "timestamp": "2026-10-10T04:04:11.415Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "scrape-lads/website-content-crawler-rag", "infraOk": true, "failedChecks": [ "pageCap", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used scrape-lads/website-content-crawler-rag; expected apify/website-content-crawler" }, { "scenarioId": "web-scraper-usage-coinmarketcap-top-ten", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:03:44.201Z", "day": "2026-10-10", "traceId": "58669e81fd541799679cb385488571a4", "observationId": "7145064a699e6f19", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/58669e81fd541799679cb385488571a4?observation=7145064a699e6f19", "subject": "apify/web-scraper", "owner": "universe", "skill": "use", "title": "web / use / coinmarketcap-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents 10 cryptocurrencies with names and prices sourced from the scraped data, fulfilling the task; however, the ranking is slightly off (item 1 in the dataset is 'CoinMarketCap 20 Index' which is not a top-10 crypto by market cap, and the agent reordered the list putting Bitcoin first), but the answer contains 10 real scraped entries with valid prices matching the shape check.", "timestamp": "2026-10-10T04:17:14.364Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents 10 cryptocurrencies with names and prices sourced from the scraped data, fulfilling the task; however, the ranking is slightly off (item 1 in the dataset is 'CoinMarketCap 20 Index' which is not a top-10 crypto by market cap, and the agent reordered the list putting Bitcoin first), but the answer contains 10 real scraped entries with valid prices matching the shape check.", "timestamp": "2026-10-10T04:17:14.316Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-10T04:17:14.279Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:17:14.236Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first run's pageFunction extracted names as numbers ('1','2','3') because the selector row.find('td').eq(1) captured rank numbers rather than crypto names, requiring a second run. The Actor's output structure for CoinMarketCap's dynamic table was not correctly parsed on the first attempt, indicating the page function logic for navigating the rendered DOM needs improvement.", "timestamp": "2026-10-10T04:17:14.203Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-10T04:17:14.166Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents 10 cryptocurrencies with names and prices sourced from the scraped data, fulfilling the task; however, the ranking is slightly off (item 1 in the dataset is 'CoinMarketCap 20 Index' which is not a top-10 crypto by market cap, and the agent reordered the list putting Bitcoin first), but the answer contains 10 real scraped entries with valid prices matching the shape check.", "timestamp": "2026-10-10T04:17:14.129Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed two runs because the first page function failed to extract names correctly, requiring a retry with an improved selector — this was a necessary correction rather than pointless repetition.", "timestamp": "2026-10-10T04:17:14.065Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first run returned 9 items with garbled names (names were numbers like '1','2','3'), so the agent recognized the issue and ran a second improved pageFunction that successfully extracted proper names and 10 items.", "timestamp": "2026-10-10T04:17:14.029Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from both runs (datasetId dJFxCqIbuyAzK2eAp and R7eK5XiCgMLMw6LIk) and reported prices directly from the retrieved data, e.g. $82,618.17 for Bitcoin matches the tool result preview.", "timestamp": "2026-10-10T04:17:13.968Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Both runs used correct inputs: startUrls with coinmarketcap.com, injectJQuery:true, maxPagesPerCrawl:1, and a valid pageFunction — all confirmed by deterministic checks startUrl, pageFunction, and pageCap: PASS.", "timestamp": "2026-10-10T04:17:13.931Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used apify/web-scraper (confirmed by deterministic check rightActor: PASS) and fetch-actor-details to understand the input schema before calling it.", "timestamp": "2026-10-10T04:17:13.890Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:06:39.604Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-10T04:06:39.566Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\$\\s?\\d[\\d,]*\\.\\d{2}/", "timestamp": "2026-10-10T04:06:39.531Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 19 items ok", "timestamp": "2026-10-10T04:06:39.474Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxPagesPerCrawl", "timestamp": "2026-10-10T04:06:39.435Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): pageFunction", "timestamp": "2026-10-10T04:06:39.373Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): startUrls[0].url", "timestamp": "2026-10-10T04:06:39.334Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:06:39.254Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-10-10T04:06:39.178Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents 10 cryptocurrencies with names and prices sourced from the scraped data, fulfilling the task; however, the ranking is slightly off (item 1 in the dataset is 'CoinMarketCap 20 Index' which is not a top-10 crypto by market cap, and the agent reordered the list putting Bitcoin first), but the answer contains 10 real scraped entries with valid prices matching the shape check." }, { "scenarioId": "web-scraper-discovery-waterstones-headless", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:03:55.523Z", "day": "2026-10-10", "traceId": "7e1c445742342499e80437a802de0151", "observationId": "253f365370deab80", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7e1c445742342499e80437a802de0151?observation=253f365370deab80", "subject": "apify/web-scraper", "owner": "universe", "skill": "find", "title": "web / find / waterstones-headless", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run ZCyZbr64iv4kcdgZZ (apify/ai-web-scraper) FAILED", "timestamp": "2026-10-10T04:17:12.364Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:17:12.275Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent found apify/web-scraper in its third search but after a 403 block, it abandoned the correct actor and switched to apify/ai-web-scraper and lentic_clockss/stealth-web-scraper rather than recognizing that web-scraper supports residential proxies or other proxy configurations that could bypass the block. The agent should have stayed with apify/web-scraper and adjusted proxy settings (e.g., proxyRotation: PER_REQUEST or RESIDENTIAL group) instead of pivoting to a different actor.", "timestamp": "2026-10-10T04:17:12.243Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "12 tool calls valid", "timestamp": "2026-10-10T04:17:12.209Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer provides 10 real product names and prices from the Waterstones page, but the answer names lentic_clockss/stealth-web-scraper instead of apify/web-scraper (the intended actor), and the deterministic check namedActor is FAIL.", "timestamp": "2026-10-10T04:17:12.170Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 4 actor runs (web-scraper twice, ai-web-scraper once, stealth-web-scraper once) when at most 3 were expected, and the second web-scraper call immediately failed due to an invalid input (useApifyProxy:false), representing an avoidable wasted run.", "timestamp": "2026-10-10T04:17:12.132Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When apify/web-scraper returned 403 errors, the agent tried alternative actors rather than adjusting proxy settings (e.g., using RESIDENTIAL proxies or different proxy groups) for the intended actor. It ran 4 actor runs total (exceeding the expected maximum of 3), and the deterministic check ranOk is FAIL.", "timestamp": "2026-10-10T04:17:12.091Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved real page text from the stealth-web-scraper dataset item and correctly parsed 10 product names and prices from it, presenting them in a table that matches the scraped content.", "timestamp": "2026-10-10T04:17:12.053Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first apify/web-scraper call had a well-formed pageFunction, correct startUrls, maxPagesPerCrawl:1, and proxyConfiguration with useApifyProxy:true. The second call attempted useApifyProxy:false which was rejected by the schema. The stealth-web-scraper call lacked pageFunction and maxPagesPerCrawl as required by the deterministic checks.", "timestamp": "2026-10-10T04:17:12.018Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent correctly identified apify/web-scraper as the right tool (a real browser scraper with custom page function), but after it failed due to 403 blocking, the agent pivoted to apify/ai-web-scraper and then lentic_clockss/stealth-web-scraper instead of retrying web-scraper with better proxy settings. The intended subject was apify/web-scraper, and the final answer names a different actor.", "timestamp": "2026-10-10T04:17:11.975Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run ZCyZbr64iv4kcdgZZ (apify/ai-web-scraper) FAILED", "timestamp": "2026-10-10T04:06:22.463Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor, pageFunction", "timestamp": "2026-10-10T04:06:22.427Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper: maxPagesPerCrawl is missing (expected at most 5); lentic_clockss/stealth-web-scraper: maxPagesPerCrawl is missing (expected at most 5)", "timestamp": "2026-10-10T04:06:22.395Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: apify/ai-web-scraper: pageFunction is missing (expected to be set); lentic_clockss/stealth-web-scraper: pageFunction is missing (expected to be set)", "timestamp": "2026-10-10T04:06:22.358Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-10-10T04:06:22.321Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/web-scraper\"", "timestamp": "2026-10-10T04:06:22.286Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-10-10T04:06:22.201Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pageCap", "pageFunction", "ranOk", "namedActor" ], "judgeComment": null }, { "scenarioId": "rag-web-browser-usage-sf-startups-markdown", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:04:05.897Z", "day": "2026-10-10", "traceId": "6ffaa59f9b3b20d79dc9ead2a6409741", "observationId": "3f46bac19f6c5d53", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6ffaa59f9b3b20d79dc9ead2a6409741?observation=3f46bac19f6c5d53", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "use", "title": "rag-web-browser / use / sf-startups-markdown", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-10T04:17:06.424Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:17:06.330Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent had all the data it needed (URLs and markdown content were visible in the Bash output previews as early as the first jq call) but kept trying to extract more complete content via additional Bash commands rather than composing the final answer from what was already available, ultimately running out of time. The fix is in the agent's reasoning/planning, not in the Actor or its outputs.", "timestamp": "2026-10-10T04:17:06.269Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-10T04:17:06.229Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The session timed out before the agent produced a final formatted answer with URLs and two-line summaries; the deterministic check 'sources (answer.regex)' FAILED because the final answer contains no URLs (it ends mid-process with 'Let me get the complete markdown for all results to create proper summaries:'), so the task was never completed.", "timestamp": "2026-10-10T04:17:06.190Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made multiple Bash calls trying different jq approaches to extract summaries, including one that failed with an error, and the session timed out before the agent could produce the final formatted answer, indicating some inefficiency in the extraction strategy.", "timestamp": "2026-10-10T04:17:06.153Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When get-dataset-items returned a result too large for the context window, the agent pivoted to using Bash/jq to extract the relevant fields, and when the jq command failed with a type error, the agent tried a different approach to inspect the file structure.", "timestamp": "2026-10-10T04:17:06.118Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved actual dataset items and used jq to extract real URLs and markdown content from the returned data rather than inventing information; the URLs shown (startups.gallery, underdog.io, failory.com, vcbacked.co) came from the actual tool results.", "timestamp": "2026-10-10T04:17:06.077Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/rag-web-browser with query='fastest growing startups in San Francisco 2026', maxResults=5, and outputFormats=['markdown'], all of which are correct and well-formed inputs matching the schema.", "timestamp": "2026-10-10T04:17:06.041Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/rag-web-browser, which is exactly the Actor named in the prompt, and also used get-dataset-items and Bash to retrieve and process results.", "timestamp": "2026-10-10T04:17:05.999Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-10T04:09:06.555Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: sources", "timestamp": "2026-10-10T04:09:06.520Z", "metadata": {} }, "check.sources": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /https?:///", "timestamp": "2026-10-10T04:09:06.475Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-10T04:09:06.435Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-10T04:09:06.390Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): query", "timestamp": "2026-10-10T04:09:06.355Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:09:06.312Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/rag-web-browser", "timestamp": "2026-10-10T04:09:06.275Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "sources" ], "judgeComment": null }, { "scenarioId": "rag-web-browser-discovery-web-search-with-sources", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:04:11.685Z", "day": "2026-10-10", "traceId": "e429414de03b113298317538a87723a0", "observationId": "dfcb1a3c9d4894da", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e429414de03b113298317538a87723a0?observation=dfcb1a3c9d4894da", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "find", "title": "rag-web-browser / find / web-search-with-sources", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser", "timestamp": "2026-10-10T04:17:02.562Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser", "timestamp": "2026-10-10T04:17:02.471Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "trovevault/movie-box-office-tracker", "comment": "Actors the agent ran: trovevault/movie-box-office-tracker", "timestamp": "2026-10-10T04:17:02.432Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-10T04:17:02.395Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:17:02.354Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser", "timestamp": "2026-10-10T04:17:02.318Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-10T04:17:02.278Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The answer provides a ranked list with source URLs and is grounded in retrieved data, but the wrong actor was used (not apify/rag-web-browser as required), and the data comes from a specialized scraper rather than live web search pages as the task demanded ('fetch the live pages and quote them').", "timestamp": "2026-10-10T04:17:02.242Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used only 4 tool calls (search, fetch details, call actor, get dataset) with no redundant steps, making the path reasonably direct.", "timestamp": "2026-10-10T04:17:02.206Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent correctly used the dataset items returned by the actor run to construct the ranked list with source URLs from Box Office Mojo.", "timestamp": "2026-10-10T04:17:02.174Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent provided a list of movies to the actor, which matches the required 'movies' array input schema, so the call was well-formed for the actor chosen.", "timestamp": "2026-10-10T04:17:02.132Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose trovevault/movie-box-office-tracker instead of the intended apify/rag-web-browser; the task required web searching for box office rankings, not a specialized movie database scraper that requires knowing movie titles in advance.", "timestamp": "2026-10-10T04:17:02.098Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:04:51.576Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, query", "timestamp": "2026-10-10T04:04:51.527Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-10-10T04:04:51.493Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: trovevault/movie-box-office-tracker: query is missing (expected to be set)", "timestamp": "2026-10-10T04:04:51.449Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:04:51.406Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/rag-web-browser\"", "timestamp": "2026-10-10T04:04:51.317Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser", "timestamp": "2026-10-10T04:04:51.243Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "trovevault/movie-box-office-tracker", "infraOk": true, "failedChecks": [ "query", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser" }, { "scenarioId": "cheerio-scraper-usage-foyles-manga-two-hops", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:04:20.484Z", "day": "2026-10-10", "traceId": "7bce291783da0e0dec4cc028455b7455", "observationId": "0ee56249febbde43", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7bce291783da0e0dec4cc028455b7455?observation=0ee56249febbde43", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "use", "title": "cheerio / use / foyles-manga-two-hops", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-10T04:17:00.106Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-10T04:16:59.953Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-10T04:16:59.916Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:16:59.881Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-10T04:16:59.842Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-10T04:16:59.803Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required returning 5 book items with title and price keys, but 0 dataset items were produced across all successful runs due to 403 blocking, so the task was not completed.", "timestamp": "2026-10-10T04:16:59.766Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 Actor runs when at most 2 were expected per the ranOk FAIL check; the third run testing just the homepage with maxCrawlingDepth:0 was an unnecessary diagnostic step that added an extra run without advancing the task.", "timestamp": "2026-10-10T04:16:59.724Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first run got 403 errors, the agent tried adding custom headers and session management, then tried a simpler homepage test - these were reasonable attempts but ultimately the site remained blocked; the third run (testing homepage) was somewhat redundant since the same 403 pattern was already established.", "timestamp": "2026-10-10T04:16:59.688Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items showing 403 errors and correctly used that information to explain the blocking issue rather than inventing data.", "timestamp": "2026-10-10T04:16:59.649Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed due to wrong globs format (strings instead of objects), but the agent corrected this in the second call with proper {glob: ...} objects, correct startUrls, linkSelector, maxCrawlingDepth:2, maxPagesPerCrawl:20, and a pageFunction extracting title and price.", "timestamp": "2026-10-10T04:16:59.612Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/cheerio-scraper as specified in the task, and used fetch-actor-details, call-actor, and get-dataset-items appropriately.", "timestamp": "2026-10-10T04:16:59.570Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:05:36.617Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-10T04:05:36.580Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 items, expected at least 1", "timestamp": "2026-10-10T04:05:36.544Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 4 run(s): maxPagesPerCrawl", "timestamp": "2026-10-10T04:05:36.507Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 4 run(s): maxCrawlingDepth", "timestamp": "2026-10-10T04:05:36.471Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s): pageFunction", "timestamp": "2026-10-10T04:05:36.417Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s): startUrls[0].url", "timestamp": "2026-10-10T04:05:36.381Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-10T04:05:36.342Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/cheerio-scraper", "timestamp": "2026-10-10T04:05:36.302Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "ranOk" ], "judgeComment": "FAIL: check ranOk: 4 Actor run(s), expected at most 2" }, { "scenarioId": "cheerio-scraper-discovery-ikea-static-catalog", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:04:33.628Z", "day": "2026-10-10", "traceId": "58720fae2415c6416d9aee23ac87e5ca", "observationId": "d3d897f25ce1c973", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/58720fae2415c6416d9aee23ac87e5ca?observation=d3d897f25ce1c973", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "find", "title": "cheerio / find / ikea-static-catalog", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-10T04:16:56.625Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-10T04:16:56.539Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "pintostudio/ikea-products-bycategory", "comment": "Actors the agent ran: pintostudio/ikea-products-bycategory", "timestamp": "2026-10-10T04:16:56.496Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-10T04:16:56.463Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:16:56.424Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-10T04:16:56.388Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-10T04:16:56.329Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned product names and prices from the IKEA chest of drawers category, but used the wrong actor (pintostudio/ikea-products-bycategory instead of apify/cheerio-scraper) and the prices shown are from IKEA's API rather than server-rendered HTML as requested; the deterministic checks for rightActor, namedActor, pageFunction, and pageCap all FAIL.", "timestamp": "2026-10-10T04:16:56.293Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent searched once, fetched actor details, ran the actor, and then needed two jq calls to find the right price field—reasonably direct with only minor extra steps.", "timestamp": "2026-10-10T04:16:56.249Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the dataset fetch returned an oversized result, the agent correctly redirected to using Bash/jq to parse the saved file and successfully extracted the needed data.", "timestamp": "2026-10-10T04:16:56.213Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used jq to parse the dataset file and extracted real product names and prices (STORKLINTA £139, FÅGELFJÄLLET £299, RAST £79, LILLBERGET £249) from the actual run results.", "timestamp": "2026-10-10T04:16:56.151Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed categoryUrl, localeCode, perPage=10, and page=1 which are valid inputs for the chosen actor, though the wrong actor was selected.", "timestamp": "2026-10-10T04:16:56.111Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose pintostudio/ikea-products-bycategory instead of apify/cheerio-scraper, which the user explicitly wanted for lightweight HTML scraping without a headless browser. The deterministic check rightActor is FAIL.", "timestamp": "2026-10-10T04:16:56.064Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:05:32.664Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-10-10T04:05:32.625Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): pintostudio/ikea-products-bycategory: maxPagesPerCrawl is missing (expected at most 5)", "timestamp": "2026-10-10T04:05:32.579Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: pintostudio/ikea-products-bycategory: pageFunction is missing (expected to be set)", "timestamp": "2026-10-10T04:05:32.541Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:05:32.493Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/cheerio-scraper\"", "timestamp": "2026-10-10T04:05:32.420Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-10T04:05:32.310Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "pintostudio/ikea-products-bycategory", "infraOk": true, "failedChecks": [ "pageCap", "pageFunction", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper" }, { "scenarioId": "ai-web-scraper-usage-apify-store-first-page", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:04:51.610Z", "day": "2026-10-10", "traceId": "f8fd7b939f829fd29afcfbfb13697e2c", "observationId": "bf3df5aa8e04d8dd", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f8fd7b939f829fd29afcfbfb13697e2c?observation=bf3df5aa8e04d8dd", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "use", "title": "ai-web / use / apify-store-first-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned a comprehensive table of 36 Actors with name, description, rating, and user count drawn from the scraped data, fulfilling the task requirements.", "timestamp": "2026-10-10T04:16:52.733Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned a comprehensive table of 36 Actors with name, description, rating, and user count drawn from the scraped data, fulfilling the task requirements.", "timestamp": "2026-10-10T04:16:52.690Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-10T04:16:52.654Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:16:52.602Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The onePage deterministic check failed because maxPagesToVisit was not set, but the agent correctly used extractionMode='single' which per the schema ignores maxPagesToVisit, so the task was completed correctly with one page scraped.", "timestamp": "2026-10-10T04:16:52.567Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-10T04:16:52.525Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned a comprehensive table of 36 Actors with name, description, rating, and user count drawn from the scraped data, fulfilling the task requirements.", "timestamp": "2026-10-10T04:16:52.493Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: fetch actor details, run actor, get dataset items, read full output file — no redundant calls.", "timestamp": "2026-10-10T04:16:52.454Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the full dataset output from the file and constructed the table directly from the markdown content returned by the scraper, matching actor names, descriptions, ratings, and user counts visible in the tool result preview.", "timestamp": "2026-10-10T04:16:52.421Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used extractionMode='single' which is correct for one-page scraping, provided the correct startUrl, and included a good prompt. However, the deterministic check 'onePage' FAILED because maxPagesToVisit was not set — though in 'single' mode this parameter is ignored per the schema description, the check still flagged it as missing.", "timestamp": "2026-10-10T04:16:52.378Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, and Read — all appropriate tools for running apify/ai-web-scraper and retrieving results.", "timestamp": "2026-10-10T04:16:52.342Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:06:15.860Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-10T04:06:15.823Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-10T04:06:15.785Z", "metadata": {} }, "check.onePage": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper: maxPagesToVisit is missing (expected at most 3)", "timestamp": "2026-10-10T04:06:15.752Z", "metadata": {} }, "check.promptGiven": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): prompt", "timestamp": "2026-10-10T04:06:15.714Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-10T04:06:15.669Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:06:15.582Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-10-10T04:06:15.490Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "onePage" ], "judgeComment": "PASS: The agent returned a comprehensive table of 36 Actors with name, description, rating, and user count drawn from the scraped data, fulfilling the task requirements." }, { "scenarioId": "ai-web-scraper-discovery-climate-articles-three-sites", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:05:32.698Z", "day": "2026-10-10", "traceId": "1737aa7d1e0c2c7cd5c0f1b919f09ba4", "observationId": "1eda78d437625d13", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1737aa7d1e0c2c7cd5c0f1b919f09ba4?observation=1eda78d437625d13", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "find", "title": "ai-web / find / climate-articles-three-sites", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run R7baQfO3IbUmRX71X (proscraper/newsarticlescraper) FAILED", "timestamp": "2026-10-10T04:16:51.557Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:16:51.472Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent searched for 'news articles scraper' and 'Guardian BBC Reuters scraper' but never found or considered apify/ai-web-scraper, the intended actor that supports describe-what-you-want extraction without selectors; the search results never surfaced it, leading the agent to pick inferior alternatives.", "timestamp": "2026-10-10T04:16:51.439Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "10 tool calls valid", "timestamp": "2026-10-10T04:16:51.400Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required articles specifically from the climate sections of the three sites with title, author, and publication date; the agent retrieved general news articles (not climate-specific), the actor did not return author fields, and the wrong actor was used throughout — confirmed by rightActor, namedActor, promptGiven, and pageCap all FAIL.", "timestamp": "2026-10-10T04:16:51.366Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 3 separate actor runs (two of which failed or returned no data) and 3 search calls before finding a working actor, which is somewhat inefficient but not egregiously so given the discovery scenario.", "timestamp": "2026-10-10T04:16:51.328Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When automation-lab/news-article-extractor returned 0 items and proscraper/newsarticlescraper FAILED, the agent searched for alternative actors and found moving_beacon-owner1/my-actor-62, which succeeded with 15 items.", "timestamp": "2026-10-10T04:16:51.292Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from the successful run and used the actual returned data (titles, sources, dates) to populate the answer, including quoting real article titles from the dataset preview.", "timestamp": "2026-10-10T04:16:51.250Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The final actor call to moving_beacon-owner1/my-actor-62 used correct fields (sources, maxArticlesPerSource, method) but the actor scrapes general RSS feeds rather than the specific climate section URLs provided, and no prompt describing what fields to extract was passed; the deterministic checks confirm promptGiven and pageCap both FAIL.", "timestamp": "2026-10-10T04:16:51.211Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent never searched for or selected apify/ai-web-scraper (the intended actor for describe-what-you-want extraction without selectors); instead it chose automation-lab/news-article-extractor, proscraper/newsarticlescraper, and moving_beacon-owner1/my-actor-62, none of which match the intended subject.", "timestamp": "2026-10-10T04:16:51.164Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run R7baQfO3IbUmRX71X (proscraper/newsarticlescraper) FAILED", "timestamp": "2026-10-10T04:06:56.891Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-10T04:06:56.852Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: maxPagesToVisit is missing (expected at most 20); proscraper/newsarticlescraper: maxPagesToVisit is missing (expected at most 20); moving_beacon-owner1/my-actor-62: maxPagesToVisit is missing (expected at most 20)", "timestamp": "2026-10-10T04:06:56.816Z", "metadata": {} }, "check.promptGiven": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: prompt is missing (expected to be set); proscraper/newsarticlescraper: prompt is missing (expected to be set); moving_beacon-owner1/my-actor-62: prompt is missing (expected to be set)", "timestamp": "2026-10-10T04:06:56.780Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): proscraper/newsarticlescraper run R7baQfO3IbUmRX71X: FAILED", "timestamp": "2026-10-10T04:06:56.741Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/ai-web-scraper\"", "timestamp": "2026-10-10T04:06:56.669Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used automation-lab/news-article-extractor, proscraper/newsarticlescraper, moving_beacon-owner1/my-actor-62; expected apify/ai-web-scraper", "timestamp": "2026-10-10T04:06:56.581Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pageCap", "promptGiven", "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "zillow-zip-search-usage-scottsdale", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:05:36.650Z", "day": "2026-10-10", "traceId": "cbef764ab61a510da818c1abe4c011f5", "observationId": "15f84823fb29d22a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/cbef764ab61a510da818c1abe4c011f5?observation=15f84823fb29d22a", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "use", "title": "zillow-zip-search / use / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-10T04:16:46.701Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-10T04:16:46.608Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-10T04:16:46.569Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-10T04:16:46.528Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "In the get-dataset-items result, the first item shows $225,000 (7910 E CAMELBACK Road #312) which is cheaper than the $234,000 the agent reported; the agent failed to correctly identify the minimum value from the retrieved data, which is a reasoning error.", "timestamp": "2026-10-10T04:16:46.495Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-10T04:16:46.453Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported the cheapest property as $234,000 at 3500 N HAYDEN Road #1901, but the dataset clearly shows 7910 E CAMELBACK Road #312 at $225,000 is cheaper, so the answer is factually incorrect despite being grounded in the dataset.", "timestamp": "2026-10-10T04:16:46.416Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, call actor, retrieve items — no redundant calls.", "timestamp": "2026-10-10T04:16:46.378Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved the dataset items and correctly identified the cheapest property ($225,000 at 7910 E CAMELBACK Road #312) — wait, actually the agent reported $234,000 as cheapest but the data shows $225,000 is lower; however the grounded check PASSES meaning all 3 numbers appear in Actor output, so $234,000 does appear in the data but is not the minimum.", "timestamp": "2026-10-10T04:16:46.347Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set zipCodes=['85251'], priceMax=800000, forSaleByAgent=true, forSaleByOwner=false, forRent=false, sold=false, and resultsLimit=10, satisfying all required fields and the task constraints; the requiredFlags and priceCap checks both PASS.", "timestamp": "2026-10-10T04:16:46.304Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-10T04:16:46.259Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:06:22.535Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-10T04:06:22.501Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 3 numbers found in Actor output", "timestamp": "2026-10-10T04:06:22.464Z", "metadata": {} }, "check.tenResults": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-10T04:06:22.428Z", "metadata": {} }, "check.priceCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): priceMax", "timestamp": "2026-10-10T04:06:22.393Z", "metadata": {} }, "check.requiredFlags": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-10T04:06:22.357Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:06:22.288Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/zillow-zip-search", "timestamp": "2026-10-10T04:06:22.213Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{1,3},\\d{3}/", "timestamp": "2026-10-10T04:06:22.124Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "zillow-zip-search-discovery-scottsdale", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:06:15.893Z", "day": "2026-10-10", "traceId": "9b0af4837b74dcb610c6bbe19ff769e8", "observationId": "61ff5c9ebb55d558", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9b0af4837b74dcb610c6bbe19ff769e8?observation=61ff5c9ebb55d558", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "find", "title": "zillow-zip-search / find / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used haketa/redfin-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-10T04:16:44.469Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used haketa/redfin-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-10T04:16:44.380Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "haketa/redfin-scraper", "comment": "Actors the agent ran: haketa/redfin-scraper", "timestamp": "2026-10-10T04:16:44.346Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-10T04:16:44.303Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:16:44.246Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used haketa/redfin-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-10T04:16:44.209Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-10T04:16:44.169Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered 10 homes with addresses and prices under $800,000 in ZIP 85251, but used the wrong actor (haketa/redfin-scraper instead of maxcopell/zillow-zip-search), failing the rightActor and namedActor deterministic checks.", "timestamp": "2026-10-10T04:16:44.132Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: search-actors, fetch-actor-details, two call-actor attempts (one failed due to schema issue), and get-dataset-items — reasonably direct given the schema correction needed.", "timestamp": "2026-10-10T04:16:44.092Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first call-actor failed with input validation error (startUrls must be objects), and the agent immediately corrected the format and reran successfully.", "timestamp": "2026-10-10T04:16:44.048Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 50 dataset items and correctly filtered them to present 10 homes priced under $800,000 with addresses and prices drawn directly from the dataset.", "timestamp": "2026-10-10T04:16:44.007Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "After the first call failed due to startUrls needing objects not strings, the agent corrected the input to use {\"url\": \"...\"} objects, and the second call succeeded with proper parameters.", "timestamp": "2026-10-10T04:16:43.962Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for real estate actors and selected haketa/redfin-scraper instead of the intended maxcopell/zillow-zip-search; the deterministic check confirms rightActor FAIL.", "timestamp": "2026-10-10T04:16:43.913Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:07:05.504Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-10T04:07:05.461Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): haketa/redfin-scraper run : CALL-FAILED", "timestamp": "2026-10-10T04:07:05.380Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"maxcopell/zillow\"", "timestamp": "2026-10-10T04:07:05.344Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used haketa/redfin-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-10T04:07:05.264Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "haketa/redfin-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used haketa/redfin-scraper; expected ^maxcopell/zillow" }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:06:22.493Z", "day": "2026-10-10", "traceId": "a8283bc57c035601fbe1be5f832e5809", "observationId": "9e68adfad4f78a23", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a8283bc57c035601fbe1be5f832e5809?observation=9e68adfad4f78a23", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent provided the follower count (104,268,609), average likes per recent post (211,795 across 18 posts), and a coherent one-sentence interpretation of engagement level relative to followers, fulfilling all three requested elements.", "timestamp": "2026-10-10T04:16:42.061Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent provided the follower count (104,268,609), average likes per recent post (211,795 across 18 posts), and a coherent one-sentence interpretation of engagement level relative to followers, fulfilling all three requested elements.", "timestamp": "2026-10-10T04:16:42.020Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-10T04:16:41.970Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:16:41.931Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right Actor, used correct inputs, retrieved and used real data, and delivered a complete answer with follower count, average likes, and engagement interpretation.", "timestamp": "2026-10-10T04:16:41.884Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-10T04:16:41.847Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent provided the follower count (104,268,609), average likes per recent post (211,795 across 18 posts), and a coherent one-sentence interpretation of engagement level relative to followers, fulfilling all three requested elements.", "timestamp": "2026-10-10T04:16:41.799Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two parallel Actor calls (profile details and posts) and then two dataset retrieval calls, which is a direct and efficient approach with no unnecessary repetition.", "timestamp": "2026-10-10T04:16:41.762Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved followersCount=104,268,609 from the profile dataset and computed average likes from the 18 posts dataset items, with the grounded check confirming all numbers appear in Actor output.", "timestamp": "2026-10-10T04:16:41.716Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used resultsType='details' for profile info and resultsType='posts' with resultsLimit=30 for recent posts, both with the correct directUrls pointing to https://www.instagram.com/nasa/.", "timestamp": "2026-10-10T04:16:41.673Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected apify/instagram-scraper for both profile details and recent posts, which is the intended Actor for this task.", "timestamp": "2026-10-10T04:16:41.629Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:07:41.586Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-10T04:07:41.550Z", "metadata": {} }, "check.followers": { "value": 1, "stringValue": null, "comment": "PASS: followersCount within 2%", "timestamp": "2026-10-10T04:07:41.514Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 2 numbers found in Actor output", "timestamp": "2026-10-10T04:07:41.475Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): directUrls[0]", "timestamp": "2026-10-10T04:07:41.441Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:07:41.401Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-10-10T04:07:41.325Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-10-10T04:07:41.241Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent provided the follower count (104,268,609), average likes per recent post (211,795 across 18 posts), and a coherent one-sentence interpretation of engagement level relative to followers, fulfilling all three requested elements." }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:06:22.567Z", "day": "2026-10-10", "traceId": "eeeede01098718696fc5b51198cf5bfd", "observationId": "3debe5bed39f3bbb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/eeeede01098718696fc5b51198cf5bfd?observation=3debe5bed39f3bbb", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-10T04:16:37.773Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-10T04:16:37.665Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/instagram-post-scraper", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-10T04:16:37.579Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-10T04:16:37.522Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:16:37.489Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-10T04:16:37.446Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-10T04:16:37.411Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent retrieved 3 posts and reported the correct count, but used the wrong actor (apify/instagram-post-scraper instead of apify/instagram-scraper), failing the rightActor and namedActor deterministic checks.", "timestamp": "2026-10-10T04:16:37.369Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call (first with limit=10, then again with limit=3 and fields projection), which was a minor inefficiency but not seriously wasteful.", "timestamp": "2026-10-10T04:16:37.335Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 3 items from the dataset and correctly reported the count of 3 posts in the final answer, using actual retrieved data.", "timestamp": "2026-10-10T04:16:37.296Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input used {\"username\":[\"nasa\"],\"resultsLimit\":3} which matches the schema requirements (username as array, resultsLimit as integer), and get-dataset-items used the correct datasetId with appropriate limit.", "timestamp": "2026-10-10T04:16:37.253Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools, but selected apify/instagram-post-scraper instead of the intended apify/instagram-scraper, which is a wrong actor selection per the deterministic check.", "timestamp": "2026-10-10T04:16:37.213Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:07:17.581Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-10T04:07:17.543Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:07:17.462Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-10T04:07:17.428Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-10T04:07:17.351Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/instagram-post-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper" }, { "scenarioId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:06:39.672Z", "day": "2026-10-10", "traceId": "bb9948ba3c7e46301141bf2d2e4c5406", "observationId": "792640799ff7c31f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/bb9948ba3c7e46301141bf2d2e4c5406?observation=792640799ff7c31f", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "use", "title": "instagram-reel / use / natgeo-skip-pinned", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, grounded in retrieved data with pinned posts skipped.", "timestamp": "2026-10-10T04:16:33.343Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, grounded in retrieved data with pinned posts skipped.", "timestamp": "2026-10-10T04:16:33.303Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-10T04:16:33.254Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:16:33.213Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly configured the actor, retrieved real data, and reported accurate results.", "timestamp": "2026-10-10T04:16:33.173Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-10T04:16:33.131Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, grounded in retrieved data with pinned posts skipped.", "timestamp": "2026-10-10T04:16:33.096Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: fetch details, call actor, poll for completion, retrieve items — no redundant calls.", "timestamp": "2026-10-10T04:16:33.063Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor returned RUNNING on the first call, and the agent correctly polled with get-actor-run until it SUCCEEDED before fetching items.", "timestamp": "2026-10-10T04:16:33.028Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 8 numbers (play counts and durations) in the final answer were found in the Actor output, and captions match the dataset items retrieved.", "timestamp": "2026-10-10T04:16:32.987Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-reel-scraper with username=[\"natgeo\"], resultsLimit=3, and skipPinnedPosts=true, matching all required inputs confirmed by deterministic checks.", "timestamp": "2026-10-10T04:16:32.885Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-10T04:16:32.786Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:07:45.606Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-10T04:07:45.570Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 8 numbers found in Actor output", "timestamp": "2026-10-10T04:07:45.534Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-10T04:07:45.494Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-10T04:07:45.460Z", "metadata": {} }, "check.threeReels": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-10T04:07:45.422Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-10T04:07:45.387Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:07:45.351Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-10T04:07:45.315Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, grounded in retrieved data with pinned posts skipped." }, { "scenarioId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:06:56.936Z", "day": "2026-10-10", "traceId": "23115c74bc131fe161b205fd11fa6598", "observationId": "76a991c96fe108cc", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/23115c74bc131fe161b205fd11fa6598?observation=76a991c96fe108cc", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "find", "title": "instagram-reel / find / natgeo-reels-shares", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-10T04:16:35.973Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-10T04:16:35.883Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-reel-scraper", "timestamp": "2026-10-10T04:16:35.838Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-10T04:16:35.803Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-10T04:16:35.763Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The actor run SUCCEEDED with includeSharesCount=true in the input (sharesFlag PASS), but the dataset items returned no sharesCount field - the agent read through the full 66-field output and found no share count data, reporting 'Not available (requires paid account)'. The Actor's output did not include the promised shares count field despite the flag being set.", "timestamp": "2026-10-10T04:16:35.729Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-10T04:16:35.689Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported captions' first sentences and play counts correctly from real data, but could not provide share counts because the data was not returned (the sharesFlag check passed meaning includeSharesCount was set, but the actual share count values were absent from the dataset), leaving the task partially incomplete.", "timestamp": "2026-10-10T04:16:35.654Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one search call, one fetch-actor-details call, one call-actor call, two get-dataset-items calls (first with field projection, then full), and one Read call to handle the large output - reasonably direct with only minor redundancy in the two dataset fetches.", "timestamp": "2026-10-10T04:16:35.610Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The shares count data was not present in the returned dataset fields despite includeSharesCount=true being set; the agent correctly noted this limitation and reported it honestly rather than inventing values.", "timestamp": "2026-10-10T04:16:35.571Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual retrieved data for captions (e.g., 'We could stay here a while.', 'Presented by @Rolex.', 'Many orphaned giant anteater pups...') and play counts (1,092,910; 984,662; 2,030,337) directly from the dataset items.", "timestamp": "2026-10-10T04:16:35.506Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with username=['natgeo'], resultsLimit=3, and includeSharesCount=true, which are all correct and well-formed inputs matching the task requirements.", "timestamp": "2026-10-10T04:16:35.471Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-reel-scraper, the official Apify Instagram Reels Actor, which is exactly the intended subject.", "timestamp": "2026-10-10T04:16:35.433Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:08:02.908Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-10T04:08:02.876Z", "metadata": {} }, "check.sharesFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeSharesCount", "timestamp": "2026-10-10T04:08:02.844Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:08:02.811Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-reel-scraper\"", "timestamp": "2026-10-10T04:08:02.710Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-10T04:08:02.631Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-usage-natgeo-about-section", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:07:05.545Z", "day": "2026-10-10", "traceId": "df7a0252c146df09b4fe8155a6161fa7", "observationId": "6ced93499acc6ced", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/df7a0252c146df09b4fe8155a6161fa7?observation=6ced93499acc6ced", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "use", "title": "instagram-profile / use / natgeo-about-section", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly reported that country information was not available in the scraped data (the about section fields like country were not present in the output), fulfilling all three requested items as completely as the data allowed.", "timestamp": "2026-10-10T04:16:32.151Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly reported that country information was not available in the scraped data (the about section fields like country were not present in the output), fulfilling all three requested items as completely as the data allowed.", "timestamp": "2026-10-10T04:16:32.117Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-10T04:16:32.081Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:16:32.043Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly selected tools, formed valid inputs, utilized retrieved data, recovered from the large output issue, and completed the task with an honest report on the unavailable country field.", "timestamp": "2026-10-10T04:16:32.008Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-10T04:16:31.968Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly reported that country information was not available in the scraped data (the about section fields like country were not present in the output), fulfilling all three requested items as completely as the data allowed.", "timestamp": "2026-10-10T04:16:31.931Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call (first with specific fields, then without) to check for country data, which was a reasonable step given the country field wasn't in the first query, adding only minor overhead.", "timestamp": "2026-10-10T04:16:31.893Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the dataset output was too large to preview, the agent used the Read tool to access the full saved file, successfully recovering the complete data.", "timestamp": "2026-10-10T04:16:31.856Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent reported the biography 'Step into wonder and find your inner explorer with National Geographic 🌎' and isBusinessAccount=true directly from the dataset items retrieved, not invented.", "timestamp": "2026-10-10T04:16:31.816Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with usernames=['natgeo'] and includeAboutSection=true, which matches the required input schema and the task requirements.", "timestamp": "2026-10-10T04:16:31.776Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, and Read tools, which are appropriate for running the apify/instagram-profile-scraper and retrieving results.", "timestamp": "2026-10-10T04:16:31.729Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:07:54.806Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-10T04:07:54.757Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-10T04:07:54.721Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-10T04:07:54.683Z", "metadata": {} }, "check.aboutSection": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeAboutSection", "timestamp": "2026-10-10T04:07:54.642Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): usernames[0]", "timestamp": "2026-10-10T04:07:54.609Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:07:54.570Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-10T04:07:54.534Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly reported that country information was not available in the scraped data (the about section fields like country were not present in the output), fulfilling all three requested items as completely as the data allowed." }, { "scenarioId": "instagram-profile-scraper-discovery-natgeo-verified", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:07:17.632Z", "day": "2026-10-10", "traceId": "213c95bf6dfd8d70cc48cb0135772329", "observationId": "0a20f1c6f4eecd7f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/213c95bf6dfd8d70cc48cb0135772329?observation=0a20f1c6f4eecd7f", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "find", "title": "instagram-profile / find / natgeo-verified", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer correctly reports @natgeo is verified and provides the exact bio text from the retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line.", "timestamp": "2026-10-10T04:16:27.470Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer correctly reports @natgeo is verified and provides the exact bio text from the retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line.", "timestamp": "2026-10-10T04:16:27.433Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-profile-scraper", "timestamp": "2026-10-10T04:16:27.397Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-10T04:16:27.354Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:16:27.316Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent found the correct actor, ran it with proper inputs, retrieved and used the data accurately, and produced a complete answer.", "timestamp": "2026-10-10T04:16:27.281Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-10T04:16:27.245Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer correctly reports @natgeo is verified and provides the exact bio text from the retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line.", "timestamp": "2026-10-10T04:16:27.213Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: search, fetch details, run actor, get results — no redundant calls or backtracking.", "timestamp": "2026-10-10T04:16:27.179Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the biography and verified status from the dataset item returned by get-dataset-items: verified=true and biography='Step into wonder and find your inner explorer with National Geographic 🌎'.", "timestamp": "2026-10-10T04:16:27.144Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed {\"usernames\":[\"natgeo\"],\"includeAboutSection\":true} to the actor, which matches the required input schema, and requested only the relevant fields (verified, biography) from the dataset.", "timestamp": "2026-10-10T04:16:27.090Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors to find apify/instagram-profile-scraper, then fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-10T04:16:27.054Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:07:50.983Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-10T04:07:50.945Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:07:50.909Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-profile-scraper\"", "timestamp": "2026-10-10T04:07:50.875Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-10T04:07:50.833Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer correctly reports @natgeo is verified and provides the exact bio text from the retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line." }, { "scenarioId": "instagram-post-scraper-usage-natgeo-three-posts", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:07:41.616Z", "day": "2026-10-10", "traceId": "a8f105351e9ec3415ab939d9d2ec032d", "observationId": "24c668b616d7e63c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a8f105351e9ec3415ab939d9d2ec032d?observation=24c668b616d7e63c", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "use", "title": "instagram-post / use / natgeo-three-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer reports the first sentence of each caption and the like count for all 3 most recent @natgeo posts, grounded in retrieved data, fulfilling the task completely.", "timestamp": "2026-10-10T04:16:23.401Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer reports the first sentence of each caption and the like count for all 3 most recent @natgeo posts, grounded in retrieved data, fulfilling the task completely.", "timestamp": "2026-10-10T04:16:23.351Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-10T04:16:23.307Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:16:23.270Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected tools, formed inputs, retrieved and used real data, and delivered a complete accurate answer.", "timestamp": "2026-10-10T04:16:23.222Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-10T04:16:23.187Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports the first sentence of each caption and the like count for all 3 most recent @natgeo posts, grounded in retrieved data, fulfilling the task completely.", "timestamp": "2026-10-10T04:16:23.150Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence (fetch details → run actor → get items) with no redundant steps.", "timestamp": "2026-10-10T04:16:23.110Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 11 numbers in the final answer were found in the Actor output, and captions match the dataset items retrieved.", "timestamp": "2026-10-10T04:16:23.077Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=[\"natgeo\"], resultsLimit=3, and skipPinnedPosts=true, matching all required inputs confirmed by the deterministic checks.", "timestamp": "2026-10-10T04:16:23.035Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-10T04:16:22.955Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:08:26.212Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-10T04:08:26.166Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 11 numbers found in Actor output", "timestamp": "2026-10-10T04:08:26.135Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-10T04:08:26.103Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-10T04:08:26.070Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-10T04:08:26.039Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-10T04:08:25.999Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:08:25.928Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-10T04:08:25.852Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer reports the first sentence of each caption and the like count for all 3 most recent @natgeo posts, grounded in retrieved data, fulfilling the task completely." }, { "scenarioId": "instagram-post-scraper-discovery-natgeo-latest-post", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:07:45.640Z", "day": "2026-10-10", "traceId": "9c71304c7f20c9b29f393af8e9d00a13", "observationId": "804dfe773a376e22", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9c71304c7f20c9b29f393af8e9d00a13?observation=804dfe773a376e22", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "find", "title": "instagram-post / find / natgeo-latest-post", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported the first sentence of the caption ('Presented by @Rolex.'), the comment count (563), and ended with 'Actor: apify/instagram-post-scraper' as required.", "timestamp": "2026-10-10T04:16:23.220Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported the first sentence of the caption ('Presented by @Rolex.'), the comment count (563), and ended with 'Actor: apify/instagram-post-scraper' as required.", "timestamp": "2026-10-10T04:16:23.140Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-10T04:16:23.097Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-10T04:16:23.062Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:16:23.019Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent found the correct actor, used proper inputs, retrieved real data, and delivered a complete answer matching all task requirements.", "timestamp": "2026-10-10T04:16:22.981Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-10T04:16:22.932Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported the first sentence of the caption ('Presented by @Rolex.'), the comment count (563), and ended with 'Actor: apify/instagram-post-scraper' as required.", "timestamp": "2026-10-10T04:16:22.890Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search, fetch details, call actor, get dataset items) in a logical sequence with no redundant steps.", "timestamp": "2026-10-10T04:16:22.843Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual retrieved data from the dataset (caption and commentsCount=563) rather than inventing values, directly quoting the first sentence from the real caption.", "timestamp": "2026-10-10T04:16:22.806Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=['natgeo'], resultsLimit=1, and dataDetailLevel='detailedData' to the actor, which are well-formed and appropriate inputs to get the most recent single post.", "timestamp": "2026-10-10T04:16:22.765Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly searched for Instagram scrapers, found apify/instagram-post-scraper, fetched its details, ran it, and retrieved dataset items — all appropriate tools for the task.", "timestamp": "2026-10-10T04:16:22.725Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:08:41.084Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-10T04:08:41.045Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:08:40.995Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-post-scraper\"", "timestamp": "2026-10-10T04:08:40.942Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-10T04:08:40.910Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent correctly reported the first sentence of the caption ('Presented by @Rolex.'), the comment count (563), and ended with 'Actor: apify/instagram-post-scraper' as required." }, { "scenarioId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:07:51.018Z", "day": "2026-10-10", "traceId": "f8fdc36e40fa32c7dcdd72c9710c33da", "observationId": "9422731ddbd7a671", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f8fdc36e40fa32c7dcdd72c9710c33da?observation=9422731ddbd7a671", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "use", "title": "instagram-hashtag / use / nasa-keyword-reels", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check items: 6 items, expected at most 5", "timestamp": "2026-10-10T04:16:21.507Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check items: 6 items, expected at most 5", "timestamp": "2026-10-10T04:16:21.412Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-10T04:16:21.373Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-10T04:16:21.338Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check items: 6 items, expected at most 5", "timestamp": "2026-10-10T04:16:21.298Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-10T04:16:21.260Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 5 reels with first sentences and like counts grounded in real data, fulfilling the task requirements despite the keywordSearch=false flag.", "timestamp": "2026-10-10T04:16:21.219Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two actor runs because the first (keywordSearch=true) failed with no items, requiring a second attempt; this was necessary rather than wasteful, though it resulted in 6 total items across runs (flagged by items check).", "timestamp": "2026-10-10T04:16:21.180Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first run with keywordSearch=true returned an error ('no_items'), the agent correctly retried with keywordSearch=false and successfully retrieved 5 reels.", "timestamp": "2026-10-10T04:16:21.145Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check PASS confirms all 11 numbers in the final answer were found in Actor output, meaning the agent used real retrieved data.", "timestamp": "2026-10-10T04:16:21.109Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first run correctly set keywordSearch=true but failed; the second run used keywordSearch=false which is flagged as FAIL by the deterministic check, though the agent recovered by getting 5 reels. The resultsType='reels' and resultsLimit=5 were correct.", "timestamp": "2026-10-10T04:16:21.070Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items tools with the intended apify/instagram-hashtag-scraper actor.", "timestamp": "2026-10-10T04:16:21.027Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:08:40.377Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: items", "timestamp": "2026-10-10T04:08:40.343Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 11 numbers found in Actor output", "timestamp": "2026-10-10T04:08:40.309Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 6 items, expected at most 5", "timestamp": "2026-10-10T04:08:40.272Z", "metadata": {} }, "check.fiveResults": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): resultsLimit", "timestamp": "2026-10-10T04:08:40.234Z", "metadata": {} }, "check.reelsType": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): resultsType", "timestamp": "2026-10-10T04:08:40.200Z", "metadata": {} }, "check.keywordMode": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/instagram-hashtag-scraper: keywordSearch = false (expected true)", "timestamp": "2026-10-10T04:08:40.163Z", "metadata": {} }, "check.keywordInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): hashtags[0]", "timestamp": "2026-10-10T04:08:40.126Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:08:40.088Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-10-10T04:08:40.031Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "keywordMode" ], "judgeComment": "FAIL: check items: 6 items, expected at most 5" }, { "scenarioId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:07:54.838Z", "day": "2026-10-10", "traceId": "0626ab68fa131e323ca1758106beb580", "observationId": "57657431e56f50b9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0626ab68fa131e323ca1758106beb580?observation=57657431e56f50b9", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "find", "title": "instagram-hashtag / find / nasa-hashtag", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used khadinakbar/instagram-hashtag-scraper; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-10T04:16:19.169Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used khadinakbar/instagram-hashtag-scraper; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-10T04:16:19.087Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "khadinakbar/instagram-hashtag-scraper", "comment": "Actors the agent ran: khadinakbar/instagram-hashtag-scraper", "timestamp": "2026-10-10T04:16:19.049Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-10T04:16:19.014Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-10T04:16:18.974Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used khadinakbar/instagram-hashtag-scraper; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-10T04:16:18.935Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-10T04:16:18.891Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 5 Instagram posts tagged #nasa with real account names and post descriptions drawn from retrieved data, and ended with the required 'Actor: khadinakbar/instagram-hashtag-scraper' line, fulfilling the task requirements despite using a non-canonical actor.", "timestamp": "2026-10-10T04:16:18.842Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls (search-actors, call-actor, get-dataset-items) in a direct sequence with no redundancy or backtracking.", "timestamp": "2026-10-10T04:16:18.809Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and accurately reported the author_username, author_full_name, and caption fields from the actual tool results, not invented data.", "timestamp": "2026-10-10T04:16:18.773Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed hashtags=['nasa'] and maxPostsPerHashtag=5 to the actor, which are well-formed and sensible inputs that produced 5 results successfully.", "timestamp": "2026-10-10T04:16:18.731Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors to find an Instagram hashtag scraper, then call-actor and get-dataset-items — all appropriate tools for the task, though it picked khadinakbar/instagram-hashtag-scraper instead of the intended apify/instagram-hashtag-scraper (rightActor FAIL).", "timestamp": "2026-10-10T04:16:18.688Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:08:35.123Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-10T04:08:35.088Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:08:35.047Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-hashtag-scraper\"", "timestamp": "2026-10-10T04:08:34.968Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used khadinakbar/instagram-hashtag-scraper; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-10T04:08:34.880Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "khadinakbar/instagram-hashtag-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used khadinakbar/instagram-hashtag-scraper; expected apify/instagram-hashtag-scraper" }, { "scenarioId": "facebook-posts-scraper-usage-nasa-engagement", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:08:02.937Z", "day": "2026-10-10", "traceId": "25b7603f757b3fcbe9610f73c73f4cb6", "observationId": "8f639655b53c1f64", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/25b7603f757b3fcbe9610f73c73f4cb6?observation=8f639655b53c1f64", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "use", "title": "facebook-posts / use / nasa-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 14 numbers not in Actor output: 31,000", "timestamp": "2026-10-10T04:16:15.546Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 14 numbers not in Actor output: 31,000", "timestamp": "2026-10-10T04:16:15.454Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-10T04:16:15.413Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:16:15.371Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 14 numbers not in Actor output: 31,000", "timestamp": "2026-10-10T04:16:15.335Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-10T04:16:15.296Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported first sentences and reaction counts for all 5 posts, but the grounded check FAIL indicates the total '31,000' mentioned in the closing remark is not in the actor output (the actual sum is 31,458, and '31,000' is a rounded approximation not present in the data).", "timestamp": "2026-10-10T04:16:15.263Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve results — no redundant steps.", "timestamp": "2026-10-10T04:16:15.224Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and used the actual text and reaction counts from the tool results in its final answer, not invented data.", "timestamp": "2026-10-10T04:16:15.185Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/facebook-posts-scraper with startUrls set to https://www.facebook.com/NASA and resultsLimit=5, matching the task requirements perfectly.", "timestamp": "2026-10-10T04:16:15.145Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-10T04:16:15.102Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:08:38.347Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-10T04:08:38.310Z", "metadata": {} }, "check.grounded": { "value": 0.929, "stringValue": null, "comment": "FAIL: 1 of 14 numbers not in Actor output: 31,000", "timestamp": "2026-10-10T04:08:38.272Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-10T04:08:38.235Z", "metadata": {} }, "check.fivePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-10T04:08:38.196Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-10T04:08:38.160Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:08:38.116Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-10T04:08:38.077Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{2,}/", "timestamp": "2026-10-10T04:08:38.035Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 14 numbers not in Actor output: 31,000" }, { "scenarioId": "facebook-posts-scraper-discovery-nasa-page", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:08:26.250Z", "day": "2026-10-10", "traceId": "2c0c64bbd14020af8d4e5ae03b0b1cce", "observationId": "db3b5ec8aae5be3f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2c0c64bbd14020af8d4e5ae03b0b1cce?observation=db3b5ec8aae5be3f", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "find", "title": "facebook-posts / find / nasa-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides all 5 NASA Facebook posts with full text and detailed reaction counts (like, love, haha, wow, care, sad, angry, and total), ending with 'Actor: apify/facebook-posts-scraper' as required.", "timestamp": "2026-10-10T04:16:13.739Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides all 5 NASA Facebook posts with full text and detailed reaction counts (like, love, haha, wow, care, sad, angry, and total), ending with 'Actor: apify/facebook-posts-scraper' as required.", "timestamp": "2026-10-10T04:16:13.703Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/facebook-posts-scraper", "timestamp": "2026-10-10T04:16:13.657Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-10T04:16:13.618Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:16:13.576Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly discovered, configured, ran, and reported results from apify/facebook-posts-scraper with no issues.", "timestamp": "2026-10-10T04:16:13.537Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-10T04:16:13.494Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides all 5 NASA Facebook posts with full text and detailed reaction counts (like, love, haha, wow, care, sad, angry, and total), ending with 'Actor: apify/facebook-posts-scraper' as required.", "timestamp": "2026-10-10T04:16:13.459Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls: search-actors, fetch-actor-details, call-actor, and get-dataset-items — a minimal and direct path to completing the task.", "timestamp": "2026-10-10T04:16:13.421Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and directly reported the text and reaction counts from the actual scraped data, matching the preview shown in the tool result.", "timestamp": "2026-10-10T04:16:13.383Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with startUrls containing the NASA Facebook URL and resultsLimit set to 5, which are the correct required fields for this task.", "timestamp": "2026-10-10T04:16:13.304Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for 'Facebook posts' and immediately found and selected apify/facebook-posts-scraper, the correct official Apify actor for scraping Facebook page posts.", "timestamp": "2026-10-10T04:16:13.272Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:09:05.255Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-10T04:09:05.215Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:09:05.177Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-posts-scraper\"", "timestamp": "2026-10-10T04:09:05.092Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-10T04:09:05.014Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides all 5 NASA Facebook posts with full text and detailed reaction counts (like, love, haha, wow, care, sad, angry, and total), ending with 'Actor: apify/facebook-posts-scraper' as required." }, { "scenarioId": "facebook-groups-scraper-usage-recent-activity", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:08:35.156Z", "day": "2026-10-10", "traceId": "5ce2f2de0be805a64c585e3664e15e46", "observationId": "b7ef0d8d842962ea", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5ce2f2de0be805a64c585e3664e15e46?observation=b7ef0d8d842962ea", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "use", "title": "facebook-groups / use / recent-activity", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 10 numbers not in Actor output: 200", "timestamp": "2026-10-10T04:16:10.181Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 10 numbers not in Actor output: 200", "timestamp": "2026-10-10T04:16:10.095Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-10T04:16:10.058Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:16:10.013Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 10 numbers not in Actor output: 200", "timestamp": "2026-10-10T04:16:09.967Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-10T04:16:09.923Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported all 3 posts with text summaries and comment counts (all 0), but fabricated the '200+' characterization which was flagged as ungrounded by the harness, slightly undermining full accuracy.", "timestamp": "2026-10-10T04:16:09.874Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, call actor, retrieve dataset items — no unnecessary repetition.", "timestamp": "2026-10-10T04:16:09.834Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent used the retrieved dataset items to report post text and comment counts, but the grounded check FAIL indicates the agent stated '200+' new member names which is a number not found in the Actor output.", "timestamp": "2026-10-10T04:16:09.779Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed startUrls with the correct group URL, resultsLimit=3, and viewOption='RECENT_ACTIVITY', all matching the schema requirements.", "timestamp": "2026-10-10T04:16:09.737Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-10T04:16:09.688Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:09:30.459Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-10T04:09:30.422Z", "metadata": {} }, "check.grounded": { "value": 0.9, "stringValue": null, "comment": "FAIL: 1 of 10 numbers not in Actor output: 200", "timestamp": "2026-10-10T04:09:30.383Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-10T04:09:30.345Z", "metadata": {} }, "check.sortOrder": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): viewOption", "timestamp": "2026-10-10T04:09:30.309Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-10T04:09:30.272Z", "metadata": {} }, "check.groupUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-10T04:09:30.200Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:09:30.165Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-10-10T04:09:30.082Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 10 numbers not in Actor output: 200" }, { "scenarioId": "facebook-groups-scraper-discovery-public-group-posts", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:08:38.384Z", "day": "2026-10-10", "traceId": "7e38600a1a6f3f33b7711da61caa0163", "observationId": "868ad127fd8d7569", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7e38600a1a6f3f33b7711da61caa0163?observation=868ad127fd8d7569", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "find", "title": "facebook-groups / find / public-group-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-10T04:16:05.630Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-10T04:16:05.539Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "memo23/facebook-public-group-posts-scraper", "comment": "Actors the agent ran: memo23/facebook-public-group-posts-scraper", "timestamp": "2026-10-10T04:16:05.500Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-10T04:16:05.464Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-10T04:16:05.426Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-10T04:16:05.385Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-10T04:16:05.348Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved and reported on 3 real posts from the group, but used the wrong actor (memo23/facebook-public-group-posts-scraper instead of apify/facebook-groups-scraper), and the final answer line correctly names the actor used.", "timestamp": "2026-10-10T04:16:05.311Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch details, call actor, get dataset items) which is a direct and efficient path to completing the task.", "timestamp": "2026-10-10T04:16:05.269Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual retrieved dataset items to describe the posts, correctly identifying them as new member welcome posts listing names, which matches the tool result preview showing post text with member names.", "timestamp": "2026-10-10T04:16:05.231Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly passed the group URL in startUrls, set maxItems to 3, and used CHRONOLOGICAL viewOption, which are all appropriate inputs for the task.", "timestamp": "2026-10-10T04:16:05.192Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Facebook group scrapers and selected memo23/facebook-public-group-posts-scraper instead of the intended apify/facebook-groups-scraper, as confirmed by the rightActor FAIL deterministic check.", "timestamp": "2026-10-10T04:16:05.154Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:09:21.528Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-10T04:09:21.489Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:09:21.453Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-groups-scraper\"", "timestamp": "2026-10-10T04:09:21.350Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-10T04:09:21.265Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "memo23/facebook-public-group-posts-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper" }, { "scenarioId": "facebook-ads-scraper-usage-nike-last-30-days", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:08:40.416Z", "day": "2026-10-10", "traceId": "52f865e71753b1d104dfa6826e5c84fb", "observationId": "0c09c16ead5c3024", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/52f865e71753b1d104dfa6826e5c84fb?observation=0c09c16ead5c3024", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "use", "title": "facebook-ads / use / nike-last-30-days", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-10T04:16:09.008Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-10T04:16:08.910Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-10T04:16:08.869Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-10T04:16:08.823Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The Actor returned reachEstimate and spend as null for all 18 items (visible in the get-dataset-items result preview), yet the task specifically requested reach and spend data. The isDetailsPerAd flag was set correctly, but the Actor's output did not contain the promised reach/spend metrics for this non-political advertiser, meaning the Actor's output format did not deliver what its description promises for this use case.", "timestamp": "2026-10-10T04:16:08.784Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-10T04:16:08.735Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 18 ads retrieved (grounded check confirms 20 dataset items but agent saw 18 in the run status), provided a real ad body text, and honestly reported that reach/spend data was null — the grounded check passed confirming numbers match Actor output, but the task asked to 'include reach and spend data' and report 'reach data' which was null, meaning the core deliverable of reach data was not fulfilled.", "timestamp": "2026-10-10T04:16:08.701Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 6 tool calls: one to fetch actor details, one to run the actor, one to poll for completion, one targeted field fetch, one full data fetch, and one file read — a reasonable and direct path with no pointless repetition.", "timestamp": "2026-10-10T04:16:08.659Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first dataset fetch showed null for reach/spend fields, the agent made a follow-up call to get full item details to investigate, correctly identifying that Meta does not expose these metrics for brand pages.", "timestamp": "2026-10-10T04:16:08.622Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and used real ad body text from the retrieved data (e.g., 'Encuentra tu mejor estilo...') and correctly noted that reachEstimate and spend fields returned null from the actual data rather than inventing values.", "timestamp": "2026-10-10T04:16:08.580Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with startUrls set to the Nike Facebook page URL, resultsLimit=20, isDetailsPerAd=true, and onlyAdsNewerThan='30 days' — all correct parameters matching the task requirements.", "timestamp": "2026-10-10T04:16:08.548Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, get-dataset-items, and Read — all appropriate tools for running the apify/facebook-ads-scraper and retrieving results.", "timestamp": "2026-10-10T04:16:08.490Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:10:00.564Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-10T04:10:00.527Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 3 numbers found in Actor output", "timestamp": "2026-10-10T04:10:00.484Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-10T04:10:00.447Z", "metadata": {} }, "check.detailsFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): isDetailsPerAd", "timestamp": "2026-10-10T04:10:00.408Z", "metadata": {} }, "check.twentyAds": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-10T04:10:00.375Z", "metadata": {} }, "check.dateRange": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): onlyAdsNewerThan", "timestamp": "2026-10-10T04:10:00.328Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-10T04:10:00.287Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:10:00.205Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-ads-scraper", "timestamp": "2026-10-10T04:10:00.123Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-10T04:09:59.981Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "facebook-ads-scraper-discovery-nike-ad-library", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:08:41.118Z", "day": "2026-10-10", "traceId": "db3ef708c318ff171b7304060aae79a5", "observationId": "cc8fe43f9390aaf7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/db3ef708c318ff171b7304060aae79a5?observation=cc8fe43f9390aaf7", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "find", "title": "facebook-ads / find / nike-ad-library", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used whoareyouanas/meta-ad-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-10T04:16:04.034Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used whoareyouanas/meta-ad-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-10T04:16:03.944Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "whoareyouanas/meta-ad-scraper", "comment": "Actors the agent ran: whoareyouanas/meta-ad-scraper", "timestamp": "2026-10-10T04:16:03.909Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-10T04:16:03.872Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:16:03.834Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used whoareyouanas/meta-ad-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-10T04:16:03.758Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-10T04:16:03.722Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required looking up ads for 'facebook.com/nike' specifically, but the agent used a keyword search for 'nike' instead, returning mixed results from multiple brands; additionally the wrong actor was used (not apify/facebook-ads-scraper), and the namedActor check FAILed, though the agent did report a count and example body text from the retrieved data.", "timestamp": "2026-10-10T04:16:03.656Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a reasonably direct path: search, fetch details, call actor, poll twice for completion, then retrieve items — no unnecessary repetition.", "timestamp": "2026-10-10T04:16:03.611Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned (30 items, 10 fetched) and quoted a real body text 'Run through summer with gear that can take the heat.' from the Nike brand entries in the data.", "timestamp": "2026-10-10T04:16:03.569Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent called the actor with searchQuery='nike', country='US', activeStatus='active', and appropriate sort parameters; however, the task required looking up ads for 'facebook.com/nike' (a specific page URL), and the agent used a keyword search instead of the targetUrl or pageId field.", "timestamp": "2026-10-10T04:16:03.516Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for the task — but selected whoareyouanas/meta-ad-scraper instead of the intended apify/facebook-ads-scraper, as confirmed by the rightActor FAIL.", "timestamp": "2026-10-10T04:16:03.478Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:10:44.868Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-10T04:10:44.830Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:10:44.791Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-ads-scraper\"", "timestamp": "2026-10-10T04:10:44.708Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used whoareyouanas/meta-ad-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-10T04:10:44.630Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "whoareyouanas/meta-ad-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used whoareyouanas/meta-ad-scraper; expected apify/facebook-ads-scraper" }, { "scenarioId": "tripadvisor-usage-rome-restaurants", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:09:05.286Z", "day": "2026-10-10", "traceId": "9d511b710e6c4a55820b262250ef07b9", "observationId": "9c1f5356b9c06de9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9d511b710e6c4a55820b262250ef07b9?observation=9c1f5356b9c06de9", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "use", "title": "tripadvisor / use / rome-restaurants", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 10 restaurants with cuisine type, price range, and rating, reported the count (10), and named the top restaurant (Come 'na Vorta Pasta E Vino - Rufina) with its rating (4.9), fully satisfying the task requirements.", "timestamp": "2026-10-10T04:16:00.133Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 10 restaurants with cuisine type, price range, and rating, reported the count (10), and named the top restaurant (Come 'na Vorta Pasta E Vino - Rufina) with its rating (4.9), fully satisfying the task requirements.", "timestamp": "2026-10-10T04:16:00.091Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-10T04:16:00.054Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:16:00.001Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent correctly selected the actor, formed valid inputs, utilized retrieved data, ran efficiently, and delivered a complete answer with all requested fields.", "timestamp": "2026-10-10T04:15:59.963Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-10T04:15:59.925Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 restaurants with cuisine type, price range, and rating, reported the count (10), and named the top restaurant (Come 'na Vorta Pasta E Vino - Rufina) with its rating (4.9), fully satisfying the task requirements.", "timestamp": "2026-10-10T04:15:59.891Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used a logical 4-step sequence: fetch schema, call actor, poll for completion, retrieve items — no redundant calls or wasted steps.", "timestamp": "2026-10-10T04:15:59.857Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 items from the dataset and directly used the name, rating, priceLevel, and cuisines fields from the tool results to populate the final answer, matching the preview data exactly.", "timestamp": "2026-10-10T04:15:59.822Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with query='Rome', maxItemsPerQuery=10, includeRestaurants=true, includeHotels=false, includeAttractions=false — well-formed inputs that correctly target restaurants in Rome with a cap of 10.", "timestamp": "2026-10-10T04:15:59.782Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the maxcopell/tripadvisor actor and retrieving results.", "timestamp": "2026-10-10T04:15:59.734Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:10:32.076Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-10T04:10:32.029Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-10T04:10:31.992Z", "metadata": {} }, "check.ratingField": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-10T04:10:31.922Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-10T04:10:31.894Z", "metadata": {} }, "check.restaurantsMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeRestaurants", "timestamp": "2026-10-10T04:10:31.852Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:10:31.819Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-10T04:10:31.734Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[3-5]\\.\\d\\b/", "timestamp": "2026-10-10T04:10:31.650Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved 10 restaurants with cuisine type, price range, and rating, reported the count (10), and named the top restaurant (Come 'na Vorta Pasta E Vino - Rufina) with its rating (4.9), fully satisfying the task requirements." }, { "scenarioId": "tripadvisor-discovery-barcelona-attractions", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:09:06.593Z", "day": "2026-10-10", "traceId": "b322feca42ea3a2882b4aee65cb04739", "observationId": "3387aa55e5d0ab24", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b322feca42ea3a2882b4aee65cb04739?observation=3387aa55e5d0ab24", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "find", "title": "tripadvisor / find / barcelona-attractions", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-10T04:15:54.055Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:15:53.972Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "Once the dataset showed 10+ items (at the 4th poll showing itemCount=10), the agent could have fetched partial results from the dataset and presented the comparison rather than continuing to wait for full completion. The agent kept polling until session timeout instead of utilizing available partial data.", "timestamp": "2026-10-10T04:15:53.941Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-10T04:15:53.906Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never produced a final answer comparing top 10 Barcelona attractions by rating and review count; the session timed out while the actor was still running, and the namedActor check also failed as the answer line was never produced.", "timestamp": "2026-10-10T04:15:53.871Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent polled 5 times with 45-second waits, which was reasonable given the actor was still running, but the session timed out before completion; the agent could have tried to retrieve partial results from the dataset once 10+ items were available.", "timestamp": "2026-10-10T04:15:53.833Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The session timed out while the actor was still RUNNING (49 dataset items collected but run not completed), so the agent never retrieved or presented the data to the user.", "timestamp": "2026-10-10T04:15:53.798Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with query='Barcelona', maxItemsPerQuery=50, includeAttractions=true, includeRestaurants=false, includeHotels=false, which are sensible inputs for the task of finding top attractions.", "timestamp": "2026-10-10T04:15:53.743Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used maxcopell/tripadvisor (not the -reviews sibling) which is the appropriate actor for scraping attractions data from TripAdvisor.", "timestamp": "2026-10-10T04:15:53.704Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-10T04:14:07.012Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor", "timestamp": "2026-10-10T04:14:06.974Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): maxcopell/tripadvisor run mPs3whfsNK0aPhd8F: RUNNING", "timestamp": "2026-10-10T04:14:06.939Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /maxcopell/tripadvisor(?!-)/", "timestamp": "2026-10-10T04:14:06.897Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-10T04:14:06.860Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk", "namedActor" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:09:21.560Z", "day": "2026-10-10", "traceId": "97e52b511fa0b08b881ba400f307a0c9", "observationId": "f2ecd010cdc3db28", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/97e52b511fa0b08b881ba400f307a0c9?observation=f2ecd010cdc3db28", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-10T04:15:55.488Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-10T04:15:55.404Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-10T04:15:55.363Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-10T04:15:55.327Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The get-dataset-items call with fields='aiModeResult.sources' returned an empty object '{}', meaning the sources sub-array was not accessible via dot-notation field projection. The agent could not retrieve the actual source count and instead invented a count of 13 with fabricated source names. The Actor should expose aiModeResult.sources as a retrievable field or the output documentation should clarify how to access nested source arrays.", "timestamp": "2026-10-10T04:15:55.285Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-10T04:15:55.246Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported the AI Mode answer text accurately from retrieved data, but the source count of 13 appears to be fabricated: the second dataset call for sources returned an empty object, and the full dataset call did not show source objects in the preview, yet the agent claimed '10 citation sources' and '3 attached sources' with specific names like 'PCMag UK' and 'Slack' that do not appear in any tool result.", "timestamp": "2026-10-10T04:15:55.202Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call with fields='aiModeResult.sources' that returned an empty object, then had to make a third call without field filtering to get the full data — a minor inefficiency, but the overall path was reasonable.", "timestamp": "2026-10-10T04:15:55.164Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run was still RUNNING after the initial 45s wait; the agent correctly polled with get-actor-run multiple times until it reached SUCCEEDED status, then fetched the data.", "timestamp": "2026-10-10T04:15:55.124Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the aiModeResult.text from the dataset and quoted it accurately in the final answer, including the comparison table and deep-dive content that appeared in the tool result preview.", "timestamp": "2026-10-10T04:15:55.080Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set queries='best crm for small business', countryCode='gb', aiModeSearch.enableAiMode=true, and maxPagesPerQuery=1, which matches all required inputs confirmed by the deterministic checks.", "timestamp": "2026-10-10T04:15:54.991Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor, get-actor-run, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-10T04:15:54.881Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:13:01.281Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-10T04:13:01.209Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-10T04:13:01.177Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-10T04:13:01.136Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-10-10T04:13:01.103Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-10T04:13:01.070Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-10-10T04:13:01.036Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:13:00.958Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-10T04:13:00.887Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:09:30.497Z", "day": "2026-10-10", "traceId": "17062b91c9ad32c8108b1b9cb5667cd8", "observationId": "65074fb9bacb4890", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/17062b91c9ad32c8108b1b9cb5667cd8?observation=65074fb9bacb4890", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported 9 organic results and the top three domains with titles, all grounded in retrieved data, fulfilling the task requirements despite the missing languageCode parameter.", "timestamp": "2026-10-10T04:15:51.421Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported 9 organic results and the top three domains with titles, all grounded in retrieved data, fulfilling the task requirements despite the missing languageCode parameter.", "timestamp": "2026-10-10T04:15:51.383Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-10T04:15:51.344Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:15:51.307Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The agent passed 'searchLanguage': 'de' in the call-actor input, but the correct parameter name is 'languageCode', causing the deterministic lang check to FAIL. The agent read the Actor details but did not find or use the correct field name for language filtering.", "timestamp": "2026-10-10T04:15:51.250Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-10T04:15:51.215Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported 9 organic results and the top three domains with titles, all grounded in retrieved data, fulfilling the task requirements despite the missing languageCode parameter.", "timestamp": "2026-10-10T04:15:51.177Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call with field projection that returned empty objects, then made a second call without field projection to get the full data — a minor inefficiency but not excessive.", "timestamp": "2026-10-10T04:15:51.139Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent's final answer reports 9 organic results and the top three domains (insta-drive.com, leasingmarkt.de, cupra.com) which are directly taken from the dataset items returned by get-dataset-items.", "timestamp": "2026-10-10T04:15:51.103Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed countryCode='de' and maxPagesPerQuery=1 correctly, but used 'searchLanguage' instead of the correct 'languageCode' parameter, which is why the deterministic check for lang FAILED — languageCode was missing from the actual input.", "timestamp": "2026-10-10T04:15:51.061Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running apify/google-search-scraper and retrieving results.", "timestamp": "2026-10-10T04:15:51.013Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:10:52.985Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-10T04:10:52.954Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-10T04:10:52.917Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-10T04:10:52.884Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-10T04:10:52.844Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode is missing (expected \"de\")", "timestamp": "2026-10-10T04:10:52.769Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-10T04:10:52.734Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-10T04:10:52.700Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:10:52.623Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-10T04:10:52.551Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang" ], "judgeComment": "PASS: The agent correctly reported 9 organic results and the top three domains with titles, all grounded in retrieved data, fulfilling the task requirements despite the missing languageCode parameter." }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:10:00.596Z", "day": "2026-10-10", "traceId": "92cb7a7d77fd9412152f7de0b94c59b7", "observationId": "400f94b1ec16792c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/92cb7a7d77fd9412152f7de0b94c59b7?observation=400f94b1ec16792c", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned organic results with titles, URLs, and snippets for the query 'apify web scraping' from the first page, used the correct actor, and ended with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-10T04:15:50.227Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned organic results with titles, URLs, and snippets for the query 'apify web scraping' from the first page, used the correct actor, and ended with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-10T04:15:50.193Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-10-10T04:15:50.155Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-10T04:15:50.122Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:15:50.084Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first get-dataset-items call with fields='organicResults.position,organicResults.title,organicResults.url,organicResults.description' returned empty items ({}), suggesting the dot-notation field projection did not work as expected for nested array fields, forcing a second call to retrieve the full item without projection.", "timestamp": "2026-10-10T04:15:50.049Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-10T04:15:50.009Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned organic results with titles, URLs, and snippets for the query 'apify web scraping' from the first page, used the correct actor, and ended with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-10T04:15:49.972Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 6 tool calls: search-actors, fetch-actor-details, call-actor, get-actor-run (needed because run was still RUNNING after 45s), and two get-dataset-items calls (second needed due to empty projection result) — reasonably efficient with only minor extra steps.", "timestamp": "2026-10-10T04:15:49.938Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first get-dataset-items call with fields projection returned empty items ({}), the agent correctly retried without the fields parameter and successfully retrieved the full data.", "timestamp": "2026-10-10T04:15:49.907Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the run and presented organic results with titles, URLs, and snippets drawn from the actual dataset response, though the first get-dataset-items call with field projection returned empty objects and the agent had to make a second call without field projection to get the full data.", "timestamp": "2026-10-10T04:15:49.869Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with queries='apify web scraping' and maxPagesPerQuery=1, which correctly targets the first results page only with the right query.", "timestamp": "2026-10-10T04:15:49.757Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for 'Google Search' actors, found apify/google-search-scraper as the top result, fetched its details, and ran it — exactly the right tool for scraping Google Search organic results.", "timestamp": "2026-10-10T04:15:49.679Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:11:39.306Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-10T04:11:39.270Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:11:39.194Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-10T04:11:39.160Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-10T04:11:39.066Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned organic results with titles, URLs, and snippets for the query 'apify web scraping' from the first page, used the correct actor, and ended with 'Actor: apify/google-search-scraper' as required." }, { "scenarioId": "google-maps-contact-details-usage-toronto-roofers", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:10:32.128Z", "day": "2026-10-10", "traceId": "f78824d30b968a0779da8d0bed28d53e", "observationId": "61c37bfbffd8c0a3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f78824d30b968a0779da8d0bed28d53e?observation=61c37bfbffd8c0a3", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "use", "title": "google-maps-contact-details / use / toronto-roofers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 5 of 10 items missing emails", "timestamp": "2026-10-10T04:15:40.463Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 5 of 10 items missing emails", "timestamp": "2026-10-10T04:15:40.378Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-10T04:15:40.347Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-10T04:15:40.313Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 5 of 10 items missing emails", "timestamp": "2026-10-10T04:15:40.271Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-10T04:15:40.236Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents all 10 companies with names, websites, emails, and social profiles in a clear table, and correctly states '5 out of 10 companies had at least one email address on file,' matching the deterministic check that 5 of 10 items were missing emails.", "timestamp": "2026-10-10T04:15:40.196Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one fetch-actor-details call, one call-actor, two get-actor-run polls (needed because the run wasn't complete), and one get-dataset-items — a reasonably direct path with no unnecessary repetition.", "timestamp": "2026-10-10T04:15:40.151Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The Actor was still RUNNING after the first call-actor wait, so the agent correctly polled with get-actor-run twice until SUCCEEDED status was confirmed before fetching results.", "timestamp": "2026-10-10T04:15:40.123Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned data (titles, websites, emails, social profiles) to populate the final answer table without inventing any values.", "timestamp": "2026-10-10T04:15:40.079Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=['roofing'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=10, language='en', and scrapeSocialMediaProfiles with facebooks and instagrams enabled — all sensible and correct inputs for the task.", "timestamp": "2026-10-10T04:15:40.046Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the specified Actor and retrieving results.", "timestamp": "2026-10-10T04:15:40.007Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:12:49.382Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-10T04:12:49.292Z", "metadata": {} }, "check.count": { "value": 1, "stringValue": null, "comment": "PASS (warn): answer matches /[0-9]/", "timestamp": "2026-10-10T04:12:49.188Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 5 of 10 items missing emails", "timestamp": "2026-10-10T04:12:49.136Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-10T04:12:48.965Z", "metadata": {} }, "check.socials": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): scrapeSocialMediaProfiles", "timestamp": "2026-10-10T04:12:48.920Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-10T04:12:48.882Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:12:48.798Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-10T04:12:48.705Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 5 of 10 items missing emails" }, { "scenarioId": "google-maps-contact-details-discovery-toronto-roofers-emails", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:10:44.903Z", "day": "2026-10-10", "traceId": "509095843a9f888dc84b114475b1d70e", "observationId": "be53378c2cff6b9b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/509095843a9f888dc84b114475b1d70e?observation=be53378c2cff6b9b", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "find", "title": "google-maps-contact-details / find / toronto-roofers-emails", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent found 10 roofing companies in Toronto, listed all with their email status, correctly counted 5 with emails, and ended with exactly 'Actor: lukaskrivka/google-maps-with-contact-details' as required.", "timestamp": "2026-10-10T04:15:41.378Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent found 10 roofing companies in Toronto, listed all with their email status, correctly counted 5 with emails, and ended with exactly 'Actor: lukaskrivka/google-maps-with-contact-details' as required.", "timestamp": "2026-10-10T04:15:41.342Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-10T04:15:41.307Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-10T04:15:41.270Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:15:41.234Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the correct Actor, used proper inputs, utilized the retrieved data accurately, handled polling delays, ran efficiently, and delivered a complete answer with the required format.", "timestamp": "2026-10-10T04:15:41.198Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-10T04:15:41.167Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent found 10 roofing companies in Toronto, listed all with their email status, correctly counted 5 with emails, and ended with exactly 'Actor: lukaskrivka/google-maps-with-contact-details' as required.", "timestamp": "2026-10-10T04:15:41.128Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent did one search, one actor call, and polled three times for completion (reasonable given the run took ~174 seconds), then fetched dataset items once - a direct and efficient path.", "timestamp": "2026-10-10T04:15:41.094Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run initially showed RUNNING status and the agent appropriately polled multiple times with get-actor-run until it reached SUCCEEDED status, handling the delay gracefully.", "timestamp": "2026-10-10T04:15:41.059Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items with fields title, phone, website, emails and directly used the returned data to list companies with and without emails, matching the actual dataset output.", "timestamp": "2026-10-10T04:15:41.027Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the Actor with searchStringsArray=['roofing'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=10, and scrapeContacts=true, which are all sensible and well-formed inputs for the task.", "timestamp": "2026-10-10T04:15:40.987Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used lukaskrivka/google-maps-with-contact-details, which is the specialized Actor that visits business websites to extract email addresses, rather than a plain Google Maps scraper.", "timestamp": "2026-10-10T04:15:40.951Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:13:58.188Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-10T04:13:58.150Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:13:58.104Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"lukaskrivka/google-maps-with-contact-details\"", "timestamp": "2026-10-10T04:13:58.024Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-10T04:13:57.917Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent found 10 roofing companies in Toronto, listed all with their email status, correctly counted 5 with emails, and ended with exactly 'Actor: lukaskrivka/google-maps-with-contact-details' as required." }, { "scenarioId": "google-maps-reviews-usage-ritz-trend", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:10:53.021Z", "day": "2026-10-10", "traceId": "fa11bba82d5f3fd70fabb3b1761772a9", "observationId": "129fc4d13c9d2557", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/fa11bba82d5f3fd70fabb3b1761772a9?observation=129fc4d13c9d2557", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "use", "title": "google-maps-reviews / use / ritz-trend", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent computed averages for newest 15 (4.47) vs previous 15 (4.20) and stated the trend is UP, but 9 of 30 items were missing stars (confirmed by deterministic check); the agent handled these by using the 'rating' field (e.g., '5/5', '3/5') as substitutes, which is reasonable, though the computation may have minor inaccuracies due to mixed field sources. The final answer fulfills the task with both averages and trend direction stated consistently.", "timestamp": "2026-10-10T04:15:42.524Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent computed averages for newest 15 (4.47) vs previous 15 (4.20) and stated the trend is UP, but 9 of 30 items were missing stars (confirmed by deterministic check); the agent handled these by using the 'rating' field (e.g., '5/5', '3/5') as substitutes, which is reasonable, though the computation may have minor inaccuracies due to mixed field sources. The final answer fulfills the task with both averages and trend direction stated consistently.", "timestamp": "2026-10-10T04:15:42.491Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-10T04:15:42.455Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:15:42.418Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "9 of 30 items had null 'stars' and instead provided a 'rating' string like '5/5' or '3/5', requiring the agent to parse two different fields to get star values. The actor should consistently populate the 'stars' field rather than splitting data across 'stars' and 'rating' fields inconsistently.", "timestamp": "2026-10-10T04:15:42.386Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-10T04:15:42.351Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent computed averages for newest 15 (4.47) vs previous 15 (4.20) and stated the trend is UP, but 9 of 30 items were missing stars (confirmed by deterministic check); the agent handled these by using the 'rating' field (e.g., '5/5', '3/5') as substitutes, which is reasonable, though the computation may have minor inaccuracies due to mixed field sources. The final answer fulfills the task with both averages and trend direction stated consistently.", "timestamp": "2026-10-10T04:15:42.317Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra run due to the failed URL, but promptly diagnosed and corrected it without unnecessary repetition; the overall path was reasonably direct.", "timestamp": "2026-10-10T04:15:42.279Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first run returned 0 items (failed URL format); the agent checked the STATS key-value store record and then retried with a search URL format that succeeded with 30 items.", "timestamp": "2026-10-10T04:15:42.185Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned (30 reviews with name, publishedAtDate, stars, rating fields) to compute the averages, listing each reviewer's star value explicitly.", "timestamp": "2026-10-10T04:15:41.780Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The second (successful) run used maxReviews:30, reviewsSort:'newest', and a valid Google Maps search URL, matching the task requirements exactly.", "timestamp": "2026-10-10T04:15:41.571Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-key-value-store-record, and get-dataset-items — all appropriate tools for this task with the compass/google-maps-reviews-scraper actor.", "timestamp": "2026-10-10T04:15:41.526Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:12:12.580Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-10T04:12:12.519Z", "metadata": {} }, "check.stars": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 9 of 30 items missing stars", "timestamp": "2026-10-10T04:12:12.480Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 30 items ok", "timestamp": "2026-10-10T04:12:12.444Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxReviews", "timestamp": "2026-10-10T04:12:12.409Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:12:12.371Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-reviews-scraper", "timestamp": "2026-10-10T04:12:12.290Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[1-5](\\.\\d+)?\\b/", "timestamp": "2026-10-10T04:12:12.207Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "stars" ], "judgeComment": "PASS: The agent computed averages for newest 15 (4.47) vs previous 15 (4.20) and stated the trend is UP, but 9 of 30 items were missing stars (confirmed by deterministic check); the agent handled these by using the 'rating' field (e.g., '5/5', '3/5') as substitutes, which is reasonable, though the computation may have minor inaccuracies due to mixed field sources. The final answer fulfills the task with both averages and trend direction stated consistently." }, { "scenarioId": "google-maps-reviews-discovery-ritz", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:11:39.346Z", "day": "2026-10-10", "traceId": "8020b7bf4306f6ee25614bccd1f4136f", "observationId": "ebc78247b47fc266", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8020b7bf4306f6ee25614bccd1f4136f?observation=ebc78247b47fc266", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "find", "title": "google-maps-reviews / find / ritz", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run DGoxbyp65JHHAQY1o (compass/Google-Maps-Reviews-Scraper) FAILED", "timestamp": "2026-10-10T04:15:38.232Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:15:38.144Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first call-actor invocation submitted empty arrays for both startUrls and placeIds (required fields), causing run DGoxbyp65JHHAQY1o to FAIL. The agent had to fetch actor details first before constructing a valid input, which could have been avoided by reading the schema before the first call.", "timestamp": "2026-10-10T04:15:38.099Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-10T04:15:38.059Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a well-structured summary of complaints and praises from 30 actual reviews, grounded in retrieved data, and ended with exactly 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-10-10T04:15:38.024Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search-actors calls (slightly redundant) and one unnecessary failed actor call before fetching details and running correctly, adding minor inefficiency, but the overall path was reasonable.", "timestamp": "2026-10-10T04:15:37.987Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first run (DGoxbyp65JHHAQY1o) failed because the agent submitted empty startUrls and placeIds. After fetching actor details, the agent correctly re-ran with a proper Google Maps search URL, resulting in a successful run with 30 items.", "timestamp": "2026-10-10T04:15:37.944Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 30 dataset items and used the actual review text visible in the preview (e.g., Dale's service, umbrella discrimination incident, breakfast complaints, WiFi issues) to construct the summary.", "timestamp": "2026-10-10T04:15:37.907Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The second (successful) call used a proper Google Maps search URL for Ritz-Carlton Chicago with maxReviews=30 and reviewsSort='newest', which are correct parameters. The first call had empty startUrls and placeIds arrays which caused it to fail.", "timestamp": "2026-10-10T04:15:37.833Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used compass/Google-Maps-Reviews-Scraper, the intended actor for scraping Google Maps reviews.", "timestamp": "2026-10-10T04:15:37.765Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run DGoxbyp65JHHAQY1o (compass/Google-Maps-Reviews-Scraper) FAILED", "timestamp": "2026-10-10T04:12:42.222Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-10T04:12:42.124Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): compass/Google-Maps-Reviews-Scraper run DGoxbyp65JHHAQY1o: FAILED", "timestamp": "2026-10-10T04:12:42.077Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"compass/google-maps-reviews-scraper\"", "timestamp": "2026-10-10T04:12:42.036Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-10T04:12:41.943Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk" ], "judgeComment": null }, { "scenarioId": "google-maps-extractor-usage-toronto-plumbers", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:12:12.610Z", "day": "2026-10-10", "traceId": "146784b82d30e1f9674c2cbc3978bce6", "observationId": "8d9edc38c5dcd176", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/146784b82d30e1f9674c2cbc3978bce6?observation=8d9edc38c5dcd176", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "use", "title": "google-maps-extractor / use / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 3 of 15 items missing address", "timestamp": "2026-10-10T04:15:29.430Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 3 of 15 items missing address", "timestamp": "2026-10-10T04:15:29.304Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-10T04:15:29.207Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-10T04:15:29.167Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 3 of 15 items missing address", "timestamp": "2026-10-10T04:15:29.124Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-10T04:15:29.081Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned all 15 plumbers with name, phone, and rating from real data; 3 items had null addresses (fields check FAIL) which the agent honestly noted as 'Not listed'; the agent correctly identified the highest-rated plumbers (5.0 stars) though it listed 5 names in a '4 plumbers' summary (minor counting error). Overall the task was substantially completed with real data.", "timestamp": "2026-10-10T04:15:28.815Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch schema, run actor, get results — no redundant steps.", "timestamp": "2026-10-10T04:15:28.761Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 16 numbers in the answer were found in Actor output, and the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-10-10T04:15:28.721Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=['plumbers'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=15, and language='en' — all well-formed and appropriate for the task.", "timestamp": "2026-10-10T04:15:28.685Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-10T04:15:28.650Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:12:50.822Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-10T04:12:50.781Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 16 numbers found in Actor output", "timestamp": "2026-10-10T04:12:50.726Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /[1-5][.][0-9]/", "timestamp": "2026-10-10T04:12:50.632Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 3 of 15 items missing address", "timestamp": "2026-10-10T04:12:50.576Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 15 items ok", "timestamp": "2026-10-10T04:12:50.537Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-10T04:12:50.500Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:12:50.460Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-extractor", "timestamp": "2026-10-10T04:12:50.399Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 3 of 15 items missing address" }, { "scenarioId": "google-maps-extractor-discovery-toronto-plumbers", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:12:42.265Z", "day": "2026-10-10", "traceId": "4620e4b9950819696f5a4178ec4d402c", "observationId": "7d130a8367c51df4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4620e4b9950819696f5a4178ec4d402c?observation=7d130a8367c51df4", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "find", "title": "google-maps-extractor / find / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used aolmo/google-maps-places; expected compass/google-maps-extractor", "timestamp": "2026-10-10T04:15:28.519Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used aolmo/google-maps-places; expected compass/google-maps-extractor", "timestamp": "2026-10-10T04:15:28.444Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "aolmo/google-maps-places", "comment": "Actors the agent ran: aolmo/google-maps-places", "timestamp": "2026-10-10T04:15:28.403Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-10T04:15:28.364Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-10T04:15:28.325Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used aolmo/google-maps-places; expected compass/google-maps-extractor", "timestamp": "2026-10-10T04:15:28.282Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-10T04:15:28.237Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned 15 Toronto plumber listings with name, address, phone, website, and rating (no reviews), fulfilling the task requirements, though it used the wrong Actor (aolmo/google-maps-places instead of compass/google-maps-extractor).", "timestamp": "2026-10-10T04:15:28.200Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two parallel search-actor calls, then fetched actor details, called the actor, and retrieved dataset items — a reasonably direct 5-tool-call path with no unnecessary repetition.", "timestamp": "2026-10-10T04:15:28.127Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 15 dataset items from the run and presented all name, address, phone, website, and rating fields directly from the dataset results without inventing data.", "timestamp": "2026-10-10T04:15:28.087Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed well-formed inputs to aolmo/google-maps-places with queries=['plumbers in Toronto'], country='ca', language='en', maxPlaces=20, and then fetched 15 items with the correct fields (name, address, phone, website, rating).", "timestamp": "2026-10-10T04:15:28.047Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors to find Google Maps scrapers, then selected aolmo/google-maps-places instead of the intended compass/google-maps-extractor or compass/crawler-google-places; the rightActor check is FAIL as confirmed by the deterministic facts.", "timestamp": "2026-10-10T04:15:28.010Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:13:18.017Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-10T04:13:17.974Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:13:17.935Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /compass/(google-maps-extractor|crawler-google-places)/", "timestamp": "2026-10-10T04:13:17.854Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used aolmo/google-maps-places; expected compass/google-maps-extractor", "timestamp": "2026-10-10T04:13:17.764Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "aolmo/google-maps-places", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used aolmo/google-maps-places; expected compass/google-maps-extractor" }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:12:49.456Z", "day": "2026-10-10", "traceId": "bcf77ad04b565708c8d7547e11f2a924", "observationId": "a779d4f173b2a809", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/bcf77ad04b565708c8d7547e11f2a924?observation=a779d4f173b2a809", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified the highest-rated ones (4 tied at 4.8), fully satisfying the task requirements.", "timestamp": "2026-10-10T04:15:26.465Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified the highest-rated ones (4 tied at 4.8), fully satisfying the task requirements.", "timestamp": "2026-10-10T04:15:26.432Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-10T04:15:26.382Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:15:26.344Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, formed valid inputs, retrieved real data, and produced a complete grounded answer.", "timestamp": "2026-10-10T04:15:26.304Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-10T04:15:26.266Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified the highest-rated ones (4 tied at 4.8), fully satisfying the task requirements.", "timestamp": "2026-10-10T04:15:26.232Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence (fetch schema → run actor → get items) with no redundant calls.", "timestamp": "2026-10-10T04:15:26.195Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer directly reflects the dataset items returned by get-dataset-items (names, addresses, phones, ratings match the tool result preview exactly), confirmed by the grounded check passing.", "timestamp": "2026-10-10T04:15:26.159Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=['coffee shop'], locationQuery='Prague, Czech Republic', maxCrawledPlacesPerSearch=10, language='en', and placeMinimumStars='four', all well-formed and appropriate for the task.", "timestamp": "2026-10-10T04:15:26.077Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for discovering the actor schema, running it, and retrieving results.", "timestamp": "2026-10-10T04:15:25.978Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:13:26.659Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-10T04:13:26.624Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 2 numbers found in Actor output", "timestamp": "2026-10-10T04:13:26.589Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-10T04:13:26.559Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-10T04:13:26.527Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-10T04:13:26.465Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:13:26.394Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-10T04:13:26.360Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-10T04:13:26.292Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified the highest-rated ones (4 tied at 4.8), fully satisfying the task requirements." }, { "scenarioId": "crawler-google-places-discovery-miami-gyms", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:12:50.860Z", "day": "2026-10-10", "traceId": "7c797b528440032a8095c7ae46e23484", "observationId": "5099b66a85d069d2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7c797b528440032a8095c7ae46e23484?observation=5099b66a85d069d2", "subject": "compass/crawler-google-places", "owner": "google", "skill": "find", "title": "crawler-google-places / find / miami-gyms", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-10T04:15:28.821Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-10T04:15:28.701Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/crawler-google-places", "timestamp": "2026-10-10T04:15:28.667Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-10T04:15:28.616Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-10T04:15:28.579Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The agent fabricated entries ('Push PTS - GYM', 'Equinox Brickell') not present in the retrieved dataset, failed to filter out non-gym results (apartments/condos with 'gym' in their name), and only presented 11 rows instead of the requested 20 — these are reasoning failures, not Actor or tool failures.", "timestamp": "2026-10-10T04:15:28.520Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-10T04:15:28.484Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer presents a comparison table with ratings, review counts, and opening hours grounded in retrieved data, but only lists 11 gyms in the table (not 20 as requested), and includes some fabricated entries like 'Push PTS - GYM' and 'Equinox Brickell' that do not appear in the dataset preview, while the dataset contained non-gym listings (apartments/condos) that were not filtered out.", "timestamp": "2026-10-10T04:15:28.448Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search-actors x2, fetch-actor-details, call-actor, get-dataset-items) in a logical sequence with minimal redundancy; the first search failure was quickly recovered.", "timestamp": "2026-10-10T04:15:28.410Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The initial search for 'gyms fitness Miami' returned no results, and the agent immediately retried with the broader term 'Google Maps scraper', successfully finding the correct actor.", "timestamp": "2026-10-10T04:15:28.370Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the retrieved dataset items (ISI Elite Training, Miami Strong Gym, Gallo 8 Gym, UFC GYM Midtown, LA Fitness, etc.) with their actual ratings, review counts, and opening hours from the tool results in the final answer.", "timestamp": "2026-10-10T04:15:28.327Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called compass/crawler-google-places with searchStringsArray=['gym'], locationQuery='Miami, Florida', maxCrawledPlacesPerSearch=20, language='en', and scrapePlaceDetailPage=true — all sensible and well-formed inputs for the task.", "timestamp": "2026-10-10T04:15:28.287Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for 'Google Maps scraper' and correctly identified compass/crawler-google-places as the appropriate actor for finding gyms with ratings, reviews, and opening hours.", "timestamp": "2026-10-10T04:15:28.249Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:14:05.052Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-10T04:14:05.019Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:14:04.954Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"compass/crawler-google-places\"", "timestamp": "2026-10-10T04:14:04.916Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-10T04:14:04.829Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "contact-info-scraper-usage-two-domains-shallow", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:13:01.313Z", "day": "2026-10-10", "traceId": "ad4e02f5ac9ee7c09ec25f3e7f28b49a", "observationId": "365ab1dee19fdae2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ad4e02f5ac9ee7c09ec25f3e7f28b49a?observation=365ab1dee19fdae2", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "use", "title": "contact-info / use / two-domains-shallow", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-10T04:15:16.841Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-10T04:15:16.762Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-10T04:15:16.724Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-10T04:15:16.684Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-10T04:15:16.647Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-10T04:15:16.606Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported emails and social profiles per domain from retrieved data; however, the fields check FAIL indicates 2 of 2 items missing 'url' field and 1 of 2 items missing 'emails' field in the output schema, though the agent did report emails correctly from what was available in the data preview. The final report correctly groups results by domain and honestly reports empty emails for notion.so.", "timestamp": "2026-10-10T04:15:16.567Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent fetched Actor details once, ran both Actor calls in parallel, then retrieved both datasets — a direct and efficient path with no redundant steps.", "timestamp": "2026-10-10T04:15:16.468Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from both runs and directly reported the emails and social profiles found in the actual data, including correctly reporting no emails for notion.so.", "timestamp": "2026-10-10T04:15:16.414Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed startUrls with the correct URLs, set maxDepth=1 for one level of crawling, sameDomain=true, and mergeContacts=true — all appropriate for the task.", "timestamp": "2026-10-10T04:15:16.380Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used vdrmota/contact-info-scraper for both URLs, which is exactly the Actor named in the prompt.", "timestamp": "2026-10-10T04:15:16.290Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:13:47.875Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-10T04:13:47.833Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-10T04:13:47.798Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 2 items ok", "timestamp": "2026-10-10T04:13:47.758Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): maxDepth", "timestamp": "2026-10-10T04:13:47.725Z", "metadata": {} }, "check.urls": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s)", "timestamp": "2026-10-10T04:13:47.689Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:13:47.655Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used vdrmota/contact-info-scraper", "timestamp": "2026-10-10T04:13:47.616Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails" }, { "scenarioId": "contact-info-scraper-discovery-notion-website", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:13:18.050Z", "day": "2026-10-10", "traceId": "042034fae26303843d03b3b6448cf937", "observationId": "5d14614224116338", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/042034fae26303843d03b3b6448cf937?observation=5d14614224116338", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "find", "title": "contact-info / find / notion-website", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-10T04:15:15.245Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-10T04:15:15.149Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "gio21/website-contact-extractor", "comment": "Actors the agent ran: gio21/website-contact-extractor", "timestamp": "2026-10-10T04:15:15.117Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-10T04:15:15.079Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:15:15.036Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-10T04:15:14.996Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-10T04:15:14.958Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned contact info results from the wrong actor (gio21/website-contact-extractor instead of vdrmota/contact-info-scraper), and the final answer names the wrong actor, so the task was not completed as intended per the deterministic FAIL on rightActor and namedActor.", "timestamp": "2026-10-10T04:15:14.921Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch details, call actor, get dataset) in a logical sequence with no redundant steps.", "timestamp": "2026-10-10T04:15:14.878Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent accurately reported the dataset items returned (empty emails, addresses, social links, and the list of phone numbers), directly citing the retrieved data without invention.", "timestamp": "2026-10-10T04:15:14.840Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed {\"websites\":[\"https://www.notion.so\"]} to gio21/website-contact-extractor, which matches the required 'websites' array field in the input schema.", "timestamp": "2026-10-10T04:15:14.770Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for contact info scrapers and selected gio21/website-contact-extractor instead of the intended vdrmota/contact-info-scraper; the rightActor check is FAIL, meaning the wrong actor was chosen despite a reasonable search.", "timestamp": "2026-10-10T04:15:14.677Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:13:46.805Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-10T04:13:46.769Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:13:46.718Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"vdrmota/contact-info-scraper\"", "timestamp": "2026-10-10T04:13:46.640Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-10T04:13:46.564Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "gio21/website-contact-extractor", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper" }, { "scenarioId": "booking-scraper-usage-amsterdam-three-adults", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:13:26.694Z", "day": "2026-10-10", "traceId": "5afe733248049b8fca71a9b1ef8b3adb", "observationId": "16fc921fd52c565d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5afe733248049b8fca71a9b1ef8b3adb?observation=16fc921fd52c565d", "subject": "voyager/booking-scraper", "owner": "google", "skill": "use", "title": "booking / use / amsterdam-three-adults", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 10 hotels retrieved (though it incorrectly stated '9' in the summary while listing 10 items), identified the cheapest nightly price ($52.42, Y Hostel), and the highest-rated property (Onefam Amstel, 9.2) — all three required outputs were provided from real data, though the count discrepancy (saying '9' when 10 were listed) is a minor inconsistency.", "timestamp": "2026-10-10T04:15:16.600Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 10 hotels retrieved (though it incorrectly stated '9' in the summary while listing 10 items), identified the cheapest nightly price ($52.42, Y Hostel), and the highest-rated property (Onefam Amstel, 9.2) — all three required outputs were provided from real data, though the count discrepancy (saying '9' when 10 were listed) is a minor inconsistency.", "timestamp": "2026-10-10T04:15:16.486Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-10T04:15:16.424Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-10T04:15:16.388Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent stated 'Hotels retrieved: 9' in the summary but then listed 10 hotels and the dataset returned 10 items (confirmed by deterministic check items: PASS). This count inconsistency is a reasoning error by the agent/model, not an Actor or tooling issue.", "timestamp": "2026-10-10T04:15:16.328Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-10T04:15:16.286Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 hotels retrieved (though it incorrectly stated '9' in the summary while listing 10 items), identified the cheapest nightly price ($52.42, Y Hostel), and the highest-rated property (Onefam Amstel, 9.2) — all three required outputs were provided from real data, though the count discrepancy (saying '9' when 10 were listed) is a minor inconsistency.", "timestamp": "2026-10-10T04:15:15.882Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: fetch schema, call actor, poll for completion, retrieve results — no redundant steps.", "timestamp": "2026-10-10T04:15:15.782Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 items from the dataset and reported prices and ratings directly from the returned data, including the cheapest (Y Hostel at $52.42) and highest-rated (Onefam Amstel at 9.2).", "timestamp": "2026-10-10T04:15:15.681Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed search='Amsterdam', maxItems=10, checkIn='2026-11-07', checkOut='2026-11-09', adults=3, rooms=1, all of which are correct; the deterministic checks for dates, adults, and cap all passed.", "timestamp": "2026-10-10T04:15:15.467Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-10T04:15:15.421Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:14:51.051Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-10T04:14:51.007Z", "metadata": {} }, "check.optFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-10T04:14:50.968Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-10T04:14:50.921Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-10T04:14:50.882Z", "metadata": {} }, "check.adults": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): adults", "timestamp": "2026-10-10T04:14:50.841Z", "metadata": {} }, "check.dates": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-10T04:14:50.804Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxItems", "timestamp": "2026-10-10T04:14:50.763Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:14:50.687Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used voyager/booking-scraper", "timestamp": "2026-10-10T04:14:50.574Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 10 hotels retrieved (though it incorrectly stated '9' in the summary while listing 10 items), identified the cheapest nightly price ($52.42, Y Hostel), and the highest-rated property (Onefam Amstel, 9.2) — all three required outputs were provided from real data, though the count discrepancy (saying '9' when 10 were listed) is a minor inconsistency." }, { "scenarioId": "booking-scraper-discovery-amsterdam-hotels", "experimentId": "3beec035fcb998d8", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-10T04:13:46.838Z", "day": "2026-10-10", "traceId": "1b0f23d2ff2bb645bc1862b096a6f7ab", "observationId": "e62fdfe4c6d82011", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1b0f23d2ff2bb645bc1862b096a6f7ab?observation=e62fdfe4c6d82011", "subject": "voyager/booking-scraper", "owner": "google", "skill": "find", "title": "booking / find / amsterdam-hotels", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-10T04:15:16.847Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-10T04:15:16.759Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "rl1987/booking-api-scraper", "comment": "Actors the agent ran: rl1987/booking-api-scraper", "timestamp": "2026-10-10T04:15:16.727Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-10T04:15:16.680Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-10T04:15:16.494Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-10T04:15:16.458Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-10T04:15:16.383Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned 10 Amsterdam hotels with prices for 2 nights, identified Hotel Levell as cheapest at $113.47, and ended with 'Actor: rl1987/booking-api-scraper' — fulfilling all task requirements except using the intended actor (voyager/booking-scraper).", "timestamp": "2026-10-10T04:15:16.326Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took 4 tool calls: search, fetch details, call actor, get dataset — a direct and efficient path with no redundant steps.", "timestamp": "2026-10-10T04:15:16.288Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items and directly used the name, price.total, price.per_night, details.starRating, details.reviewScore fields from the dataset to populate the final answer, with no invented data.", "timestamp": "2026-10-10T04:15:15.882Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with search='Amsterdam', checkin='2026-11-10', checkout='2026-11-12' (2 nights, ~1 month ahead), maxItems=10, currency='USD', adults=2, rooms=1 — all well-formed and sensible for the task.", "timestamp": "2026-10-10T04:15:15.785Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task, though it picked rl1987/booking-api-scraper instead of the intended voyager/booking-scraper (rightActor: FAIL per deterministic checks).", "timestamp": "2026-10-10T04:15:15.449Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "3beec035fcb998d8", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-10T04:14:20.711Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-10T04:14:20.675Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-10T04:14:20.632Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"voyager/booking-scraper\"", "timestamp": "2026-10-10T04:14:20.547Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-10T04:14:20.465Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "rl1987/booking-api-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper" }, { "scenarioId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:00:52.272Z", "day": "2026-10-11", "traceId": "a4cf2d40d28b63b4bef539911ca01ae1", "observationId": "a8b13d37ac32da77", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a4cf2d40d28b63b4bef539911ca01ae1?observation=a8b13d37ac32da77", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "use", "title": "youtube-shorts / use / mrbeast-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned all 10 Shorts with their titles, view counts, and like counts exactly as returned by the Actor, fulfilling the task completely.", "timestamp": "2026-10-11T04:18:47.455Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned all 10 Shorts with their titles, view counts, and like counts exactly as returned by the Actor, fulfilling the task completely.", "timestamp": "2026-10-11T04:18:47.420Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-11T04:18:47.385Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:18:47.346Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, used correct inputs, utilized the retrieved data accurately, handled the running state gracefully, and delivered a complete grounded answer.", "timestamp": "2026-10-11T04:18:47.306Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-11T04:18:47.271Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned all 10 Shorts with their titles, view counts, and like counts exactly as returned by the Actor, fulfilling the task completely.", "timestamp": "2026-10-11T04:18:47.236Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a logical 4-step path: fetch actor details, call actor, poll for completion, retrieve dataset items — no redundant calls.", "timestamp": "2026-10-11T04:18:47.200Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The Actor was still RUNNING after the initial 45-second wait, so the agent correctly polled with get-actor-run and waited for SUCCEEDED status before fetching results.", "timestamp": "2026-10-11T04:18:47.163Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 24 numbers in the final answer were found in the Actor output, and the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-10-11T04:18:47.128Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the Actor with channels=[\"MrBeast\"], maxResultsShorts=10, and sortChannelShortsBy=\"POPULAR\", which matches all required and recommended inputs per the schema.", "timestamp": "2026-10-11T04:18:47.056Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for discovering and running the streamers/youtube-shorts-scraper Actor.", "timestamp": "2026-10-11T04:18:46.979Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:02:47.149Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-11T04:02:47.107Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 24 numbers found in Actor output", "timestamp": "2026-10-11T04:02:47.059Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-11T04:02:47.016Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-11T04:02:46.981Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResultsShorts", "timestamp": "2026-10-11T04:02:46.939Z", "metadata": {} }, "check.sortPopular": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): sortChannelShortsBy", "timestamp": "2026-10-11T04:02:46.899Z", "metadata": {} }, "check.channelInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): channels[0]", "timestamp": "2026-10-11T04:02:46.859Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:02:46.783Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-11T04:02:46.697Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned all 10 Shorts with their titles, view counts, and like counts exactly as returned by the Actor, fulfilling the task completely." }, { "scenarioId": "youtube-scraper-usage-espresso-engagement", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:00:52.273Z", "day": "2026-10-11", "traceId": "0cdec1bdd3b80895020395ba1215fd87", "observationId": "47edb4e895fa70cc", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0cdec1bdd3b80895020395ba1215fd87?observation=47edb4e895fa70cc", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "use", "title": "youtube / use / espresso-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements with grounded data.", "timestamp": "2026-10-11T04:18:38.436Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements with grounded data.", "timestamp": "2026-10-11T04:18:38.401Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-11T04:18:38.340Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:18:38.308Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right tools, used correct inputs, grounded its answer in retrieved data, handled the async run gracefully, and completed the task efficiently.", "timestamp": "2026-10-11T04:18:38.205Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-11T04:18:38.101Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements with grounded data.", "timestamp": "2026-10-11T04:18:37.803Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: fetch details, call actor, poll for completion, fetch items — no redundant or wasted calls.", "timestamp": "2026-10-11T04:18:37.754Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The Actor was still RUNNING after the initial 30-second wait, so the agent correctly polled with get-actor-run until it SUCCEEDED before fetching results.", "timestamp": "2026-10-11T04:18:37.719Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 15 numbers in the final answer were found in Actor output, and the agent directly used the dataset items returned by get-dataset-items to populate the table.", "timestamp": "2026-10-11T04:18:37.687Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with searchQueries:[\"home espresso machine review\"] and maxResults:5, which correctly maps to the Actor's input schema fields for search query and result limit.", "timestamp": "2026-10-11T04:18:37.634Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the specified streamers/youtube-scraper Actor and retrieving results.", "timestamp": "2026-10-11T04:18:37.600Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:02:08.220Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-11T04:02:08.179Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 15 numbers found in Actor output", "timestamp": "2026-10-11T04:02:08.144Z", "metadata": {} }, "check.engagementFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-11T04:02:08.106Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-11T04:02:08.071Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-11T04:02:08.029Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:02:07.990Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-scraper", "timestamp": "2026-10-11T04:02:07.903Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-11T04:02:07.818Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements with grounded data." }, { "scenarioId": "youtube-shorts-scraper-discovery-mrbeast-popular", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:00:52.273Z", "day": "2026-10-11", "traceId": "ce7d69c5363c7418878c70ffb47cc40b", "observationId": "d8999cf5f4068060", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ce7d69c5363c7418878c70ffb47cc40b?observation=d8999cf5f4068060", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "find", "title": "youtube-shorts / find / mrbeast-popular", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned 9 popular MrBeast Shorts (the scraper only returned 9 items despite requesting 10) with view counts, likes, and URLs, and correctly attributed the actor used. The task asked for 10 but only 9 were available from the scraper run.", "timestamp": "2026-10-11T04:18:40.568Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned 9 popular MrBeast Shorts (the scraper only returned 9 items despite requesting 10) with view counts, likes, and URLs, and correctly attributed the actor used. The task asked for 10 but only 9 were available from the scraper run.", "timestamp": "2026-10-11T04:18:40.535Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: streamers/youtube-shorts-scraper", "timestamp": "2026-10-11T04:18:40.500Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-11T04:18:40.457Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:18:40.418Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly selected the right actor, used proper inputs, utilized the retrieved data, handled the running state gracefully, and completed the task efficiently.", "timestamp": "2026-10-11T04:18:40.354Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-11T04:18:40.316Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned 9 popular MrBeast Shorts (the scraper only returned 9 items despite requesting 10) with view counts, likes, and URLs, and correctly attributed the actor used. The task asked for 10 but only 9 were available from the scraper run.", "timestamp": "2026-10-11T04:18:40.279Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls in a logical sequence: search, fetch details, call actor, poll for completion, get results — no redundant steps.", "timestamp": "2026-10-11T04:18:40.244Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor was still RUNNING after the initial 45-second wait, and the agent correctly polled with get-actor-run to wait for completion before fetching results.", "timestamp": "2026-10-11T04:18:40.208Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the run and presented actual data including titles, view counts, likes, and URLs directly from the tool results.", "timestamp": "2026-10-11T04:18:40.169Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with channels=['MrBeast'], maxResultsShorts=10, and sortChannelShortsBy='POPULAR', which are all correct and well-formed inputs for the task.", "timestamp": "2026-10-11T04:18:40.131Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used streamers/youtube-shorts-scraper, the intended actor for retrieving YouTube Shorts data from a named channel.", "timestamp": "2026-10-11T04:18:40.096Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:02:40.571Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-11T04:02:40.488Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{3,}/", "timestamp": "2026-10-11T04:02:40.452Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:02:40.367Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"streamers/youtube-shorts-scraper\"", "timestamp": "2026-10-11T04:02:40.330Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-11T04:02:40.238Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned 9 popular MrBeast Shorts (the scraper only returned 9 items despite requesting 10) with view counts, likes, and URLs, and correctly attributed the actor used. The task asked for 10 but only 9 were available from the scraper run." }, { "scenarioId": "youtube-scraper-discovery-espresso", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:00:52.274Z", "day": "2026-10-11", "traceId": "5798d0e9d0ddd502542667a64a90899c", "observationId": "2514e86a06740a62", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5798d0e9d0ddd502542667a64a90899c?observation=2514e86a06740a62", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "find", "title": "youtube / find / espresso", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-11T04:18:30.542Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-11T04:18:30.447Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "api-ninja/youtube-search-scraper", "comment": "Actors the agent ran: api-ninja/youtube-search-scraper", "timestamp": "2026-10-11T04:18:30.414Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-11T04:18:30.373Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:18:30.341Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-11T04:18:30.306Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-11T04:18:30.273Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent produced a list of 10 videos with titles, view counts, and channel names from the last month sorted by popularity, but used the wrong actor (api-ninja/youtube-search-scraper instead of streamers/youtube-scraper), as confirmed by the deterministic checks.", "timestamp": "2026-10-11T04:18:30.230Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search calls (one for 'YouTube videos', one for 'YouTube search'), fetched actor details, had one failed call due to input validation, then one successful call and dataset retrieval — reasonably direct with only minor inefficiency from the two searches.", "timestamp": "2026-10-11T04:18:30.194Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'Field input.maxResults must be >= 20', the agent immediately retried with maxResults=20, successfully recovering from the validation error.", "timestamp": "2026-10-11T04:18:30.162Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used jq to extract and sort the 20 dataset items by view count, then presented the top 10 with titles, view counts, and channel names directly from the retrieved data.", "timestamp": "2026-10-11T04:18:30.127Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "After the first call failed due to maxResults < 20, the agent corrected it to 20 and used appropriate parameters: query='home espresso machines', type='video', uploadDate='month', sortBy='popularity', videoDepthDetails='detailed'.", "timestamp": "2026-10-11T04:18:30.096Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for YouTube-related actors and selected api-ninja/youtube-search-scraper, which can search YouTube with date and sort filters, but the intended actor was streamers/youtube-scraper. The first search returned streamers/youtube-video-downloader (not the scraper), and the agent picked a different actor instead.", "timestamp": "2026-10-11T04:18:30.060Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:02:00.812Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-11T04:02:00.774Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): api-ninja/youtube-search-scraper run : CALL-FAILED", "timestamp": "2026-10-11T04:02:00.739Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"streamers/youtube-scraper\"", "timestamp": "2026-10-11T04:02:00.666Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-11T04:02:00.267Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "api-ninja/youtube-search-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper" }, { "scenarioId": "tiktok-scraper-discovery-cleantok", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:00:52.274Z", "day": "2026-10-11", "traceId": "ab3cf467d4338f4cb2b4139bd23fe007", "observationId": "41837a97d9295cdf", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ab3cf467d4338f4cb2b4139bd23fe007?observation=41837a97d9295cdf", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "find", "title": "tiktok / find / cleantok", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-11T04:18:38.730Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-11T04:18:38.647Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "memo23/tiktok-hashtag-scraper", "comment": "Actors the agent ran: memo23/tiktok-hashtag-scraper", "timestamp": "2026-10-11T04:18:38.611Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-11T04:18:38.573Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:18:38.539Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-11T04:18:38.504Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-11T04:18:38.466Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered a comprehensive summary of #cleantok trending content with real engagement data for 20 videos, and ended with the required 'Actor: memo23/tiktok-hashtag-scraper' line, but used the wrong actor (not clockworks/tiktok-scraper as intended).", "timestamp": "2026-10-11T04:18:38.433Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent performed 4 tool calls in a logical sequence: search, fetch details, run actor, get results — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-11T04:18:38.401Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 dataset items and used real engagement numbers (e.g., 53.4M plays for @theorganizedaddict, 27.5M for @cee.me.asmr) directly from the dataset to build the summary table and insights.", "timestamp": "2026-10-11T04:18:38.343Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed hashtags=[\"cleantok\"] and maxResultsPerHashtag=20 to memo23/tiktok-hashtag-scraper, which are well-formed inputs matching the actor's required schema and correctly capping at 20 results.", "timestamp": "2026-10-11T04:18:38.306Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for discovering and running a TikTok hashtag scraper. However, the rightActor check FAILED because the agent chose memo23/tiktok-hashtag-scraper instead of the intended clockworks/tiktok-scraper.", "timestamp": "2026-10-11T04:18:38.206Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:01:37.196Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-11T04:01:37.156Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:01:37.120Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-scraper\"", "timestamp": "2026-10-11T04:01:36.987Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-11T04:01:36.863Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "memo23/tiktok-hashtag-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper" }, { "scenarioId": "tiktok-scraper-usage-protein-coffee", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:00:52.274Z", "day": "2026-10-11", "traceId": "a9e62e588375ed59fd09fdaff77d4512", "observationId": "03bd743a8606179e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a9e62e588375ed59fd09fdaff77d4512?observation=03bd743a8606179e", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "use", "title": "tiktok / use / protein-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent delivered a ranked table of 10 TikTok videos with creator names, titles, play counts, and URLs, all grounded in the retrieved dataset, fully satisfying the task requirements.", "timestamp": "2026-10-11T04:18:37.511Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent delivered a ranked table of 10 TikTok videos with creator names, titles, play counts, and URLs, all grounded in the retrieved dataset, fully satisfying the task requirements.", "timestamp": "2026-10-11T04:18:37.470Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-11T04:18:37.430Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:18:37.394Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, used correct inputs, retrieved and utilized real data, handled the polling efficiently, and delivered a complete grounded answer.", "timestamp": "2026-10-11T04:18:37.361Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-11T04:18:37.327Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a ranked table of 10 TikTok videos with creator names, titles, play counts, and URLs, all grounded in the retrieved dataset, fully satisfying the task requirements.", "timestamp": "2026-10-11T04:18:37.289Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent polled get-actor-run three times due to the Actor still running, which was necessary given the ~210 second runtime; there was no unnecessary repetition or wasted calls.", "timestamp": "2026-10-11T04:18:37.256Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 20 numbers in the answer were found in Actor output, and the agent directly used playCount values from the dataset items to rank and report the top 10 videos.", "timestamp": "2026-10-11T04:18:37.217Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries=[\"protein coffee recipe\"], searchSection=\"/video\", videoSearchSorting=\"MOST_LIKED\", and resultsPerPage=100, which are all valid fields per the schema and well-suited to finding the most-played videos.", "timestamp": "2026-10-11T04:18:37.151Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with clockworks/tiktok-scraper, followed by get-actor-run to poll for completion, and get-dataset-items to retrieve results — all appropriate tools for the task.", "timestamp": "2026-10-11T04:18:37.076Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:05:04.579Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-11T04:05:04.546Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 20 numbers found in Actor output", "timestamp": "2026-10-11T04:05:04.509Z", "metadata": {} }, "check.plays": { "value": 1, "stringValue": null, "comment": "PASS (warn): 100 items ok", "timestamp": "2026-10-11T04:05:04.471Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:05:04.434Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-scraper", "timestamp": "2026-10-11T04:05:04.366Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-11T04:05:04.285Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent delivered a ranked table of 10 TikTok videos with creator names, titles, play counts, and URLs, all grounded in the retrieved dataset, fully satisfying the task requirements." }, { "scenarioId": "tiktok-profile-scraper-usage-apifylife-latest-five", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:01:37.387Z", "day": "2026-10-11", "traceId": "62443f1497240f553207af8ebde1b631", "observationId": "b79434215f906bfa", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/62443f1497240f553207af8ebde1b631?observation=b79434215f906bfa", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "use", "title": "tiktok-profile / use / apifylife-latest-five", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer reports the follower count (192) and all 5 most recent videos with their play counts, all grounded in the actual Actor output.", "timestamp": "2026-10-11T04:18:26.812Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer reports the follower count (192) and all 5 most recent videos with their play counts, all grounded in the actual Actor output.", "timestamp": "2026-10-11T04:18:26.767Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-11T04:18:26.729Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:18:26.689Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor selected, proper inputs used, results accurately reported, and the task was fully completed.", "timestamp": "2026-10-11T04:18:26.650Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-11T04:18:26.616Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports the follower count (192) and all 5 most recent videos with their play counts, all grounded in the actual Actor output.", "timestamp": "2026-10-11T04:18:26.582Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch schema, run actor, get results — no redundant calls.", "timestamp": "2026-10-11T04:18:26.537Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 9 numbers in the final answer were found in the Actor output, and the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-10-11T04:18:26.488Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called clockworks/tiktok-profile-scraper with profiles=['apifylife'], profileSorting='latest', resultsPerPage=5, and profileScrapeSections=['videos'], which are all correct and well-formed inputs.", "timestamp": "2026-10-11T04:18:26.423Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with clockworks/tiktok-profile-scraper, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-11T04:18:26.387Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:02:24.491Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-11T04:02:24.456Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 9 numbers found in Actor output", "timestamp": "2026-10-11T04:02:24.423Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-11T04:02:24.385Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-11T04:02:24.353Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsPerPage", "timestamp": "2026-10-11T04:02:24.313Z", "metadata": {} }, "check.profileInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): profiles[0]", "timestamp": "2026-10-11T04:02:24.241Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:02:24.206Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-11T04:02:24.128Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer reports the follower count (192) and all 5 most recent videos with their play counts, all grounded in the actual Actor output." }, { "scenarioId": "tiktok-profile-scraper-discovery-apifylife-followers", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:02:00.847Z", "day": "2026-10-11", "traceId": "fa2e03ee865f56a8babb6d8d1c387641", "observationId": "257602eb28155a46", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/fa2e03ee865f56a8babb6d8d1c387641?observation=257602eb28155a46", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "find", "title": "tiktok-profile / find / apifylife-followers", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides the follower count (192) and all 5 most recent videos with descriptions, dates, like counts, and URLs, fully satisfying the task requirements, and ends with exactly 'Actor: clockworks/tiktok-profile-scraper'.", "timestamp": "2026-10-11T04:18:28.201Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides the follower count (192) and all 5 most recent videos with descriptions, dates, like counts, and URLs, fully satisfying the task requirements, and ends with exactly 'Actor: clockworks/tiktok-profile-scraper'.", "timestamp": "2026-10-11T04:18:28.166Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-profile-scraper", "timestamp": "2026-10-11T04:18:28.127Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-11T04:18:28.080Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:18:28.047Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent selected the correct actor, used proper inputs, utilized retrieved data accurately, and delivered a complete answer grounded in the scraped results.", "timestamp": "2026-10-11T04:18:28.012Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-11T04:18:27.979Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides the follower count (192) and all 5 most recent videos with descriptions, dates, like counts, and URLs, fully satisfying the task requirements, and ends with exactly 'Actor: clockworks/tiktok-profile-scraper'.", "timestamp": "2026-10-11T04:18:27.942Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search calls (one for 'TikTok profile videos' and one for 'TikTok') before settling on the right actor, which added a minor extra step, but then proceeded directly through fetch-actor-details, call-actor, get-actor-run, and get-dataset-items without any wasted iterations.", "timestamp": "2026-10-11T04:18:27.910Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items containing authorMeta.fans (192), video texts, URLs, dates, and like counts, and directly used all of this data in the final answer without fabrication.", "timestamp": "2026-10-11T04:18:27.874Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed profiles: ['apifylife'], profileSorting: 'latest', and resultsPerPage: 5, which are all valid and appropriate inputs for retrieving the 5 most recent videos from the target profile.", "timestamp": "2026-10-11T04:18:27.839Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified clockworks/tiktok-profile-scraper as the appropriate tool for scraping a single TikTok profile, confirmed by the deterministic check rightActor: PASS.", "timestamp": "2026-10-11T04:18:27.805Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:03:30.717Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-11T04:03:30.680Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{2,}/", "timestamp": "2026-10-11T04:03:30.645Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:03:30.569Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-profile-scraper\"", "timestamp": "2026-10-11T04:03:30.532Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-11T04:03:30.450Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides the follower count (192) and all 5 most recent videos with descriptions, dates, like counts, and URLs, fully satisfying the task requirements, and ends with exactly 'Actor: clockworks/tiktok-profile-scraper'." }, { "scenarioId": "tiktok-comments-scraper-usage-top-level-only", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:02:08.409Z", "day": "2026-10-11", "traceId": "12014c28b85000ed2b9f810315e5730c", "observationId": "da92cc8ddccc78a1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/12014c28b85000ed2b9f810315e5730c?observation=da92cc8ddccc78a1", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "use", "title": "tiktok-comments / use / top-level-only", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported the 5 highest-liked comments with their text, like counts, and authors, all grounded in the retrieved dataset.", "timestamp": "2026-10-11T04:18:25.911Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported the 5 highest-liked comments with their text, like counts, and authors, all grounded in the retrieved dataset.", "timestamp": "2026-10-11T04:18:25.877Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-11T04:18:25.844Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:18:25.808Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The agent omitted the commentsPerPost field (which controls the total comment cap) when calling clockworks/tiktok-comments-scraper, relying only on topLevelCommentsPerPost:20. The deterministic cap check explicitly flagged this as FAIL because commentsPerPost was missing from the input.", "timestamp": "2026-10-11T04:18:25.774Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-11T04:18:25.739Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported the 5 highest-liked comments with their text, like counts, and authors, all grounded in the retrieved dataset.", "timestamp": "2026-10-11T04:18:25.704Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct path: fetch schema, call actor, poll for completion, retrieve items, and report — no unnecessary repetition.", "timestamp": "2026-10-11T04:18:25.670Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor run was still RUNNING after the first 30s wait, and the agent correctly polled again with get-actor-run until it SUCCEEDED.", "timestamp": "2026-10-11T04:18:25.626Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 dataset items and correctly sorted them by diggCount to identify the top 5, all values confirmed grounded by the harness.", "timestamp": "2026-10-11T04:18:25.583Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent used topLevelCommentsPerPost:20 and maxRepliesPerComment:0 with the correct URL, but omitted commentsPerPost which the deterministic check flagged as FAIL (cap check failed because commentsPerPost was missing).", "timestamp": "2026-10-11T04:18:25.510Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-11T04:18:25.431Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:03:35.992Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-11T04:03:35.947Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 8 numbers found in Actor output", "timestamp": "2026-10-11T04:03:35.909Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-11T04:03:35.873Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-11T04:03:35.833Z", "metadata": {} }, "check.noReplies": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxRepliesPerComment", "timestamp": "2026-10-11T04:03:35.792Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): clockworks/tiktok-comments-scraper: commentsPerPost is missing (expected at most 20)", "timestamp": "2026-10-11T04:03:35.750Z", "metadata": {} }, "check.videoUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): postURLs[0]", "timestamp": "2026-10-11T04:03:35.715Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:03:35.675Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-11T04:03:35.633Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "PASS: The agent correctly reported the 5 highest-liked comments with their text, like counts, and authors, all grounded in the retrieved dataset." }, { "scenarioId": "tiktok-comments-scraper-discovery-video-top-comments", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:02:24.530Z", "day": "2026-10-11", "traceId": "74523c8538ab841c807a9f991c51d549", "observationId": "74210f25429c90ba", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/74523c8538ab841c807a9f991c51d549?observation=74210f25429c90ba", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "find", "title": "tiktok-comments / find / video-top-comments", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent listed the 5 most-liked comments with like counts and usernames, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line as instructed.", "timestamp": "2026-10-11T04:18:15.837Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent listed the 5 most-liked comments with like counts and usernames, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line as instructed.", "timestamp": "2026-10-11T04:18:15.800Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-comments-scraper", "timestamp": "2026-10-11T04:18:15.761Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-11T04:18:15.720Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:18:15.682Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly found the right actor, ran it with proper inputs, and returned accurate results from the retrieved data.", "timestamp": "2026-10-11T04:18:15.638Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-11T04:18:15.601Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent listed the 5 most-liked comments with like counts and usernames, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line as instructed.", "timestamp": "2026-10-11T04:18:15.566Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search, fetch details, call actor, get dataset items) with no redundant steps.", "timestamp": "2026-10-11T04:18:15.521Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 99 dataset items and correctly identified the top 5 comments by diggCount from the actual returned data, matching values visible in the tool result preview.", "timestamp": "2026-10-11T04:18:15.484Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct video URL in postURLs and set commentsPerPost to 100, which are well-formed inputs matching the actor's schema.", "timestamp": "2026-10-11T04:18:15.408Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used clockworks/tiktok-comments-scraper, the intended actor for extracting TikTok video comments.", "timestamp": "2026-10-11T04:18:15.307Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:03:14.736Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-11T04:03:14.702Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-11T04:03:14.669Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:03:14.626Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-comments-scraper\"", "timestamp": "2026-10-11T04:03:14.551Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-11T04:03:14.469Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent listed the 5 most-liked comments with like counts and usernames, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line as instructed." }, { "scenarioId": "indeed-scraper-usage-swe-skills", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:02:40.606Z", "day": "2026-10-11", "traceId": "7110cc310f73ddb1eb62332adabd367d", "observationId": "cf390809a6aea109", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7110cc310f73ddb1eb62332adabd367d?observation=cf390809a6aea109", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "use", "title": "indeed / use / swe-skills", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 20 real job postings, read their descriptions, and reported the top 5 skills (SQL, Git, JavaScript/TypeScript, REST APIs, React) with mention counts grounded in the retrieved data, fulfilling the task.", "timestamp": "2026-10-11T04:18:17.678Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 20 real job postings, read their descriptions, and reported the top 5 skills (SQL, Git, JavaScript/TypeScript, REST APIs, React) with mention counts grounded in the retrieved data, fulfilling the task.", "timestamp": "2026-10-11T04:18:17.640Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-11T04:18:17.604Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:18:17.386Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the actor ran successfully, the agent used the correct input fields, read the real descriptions, and produced a grounded skill analysis.", "timestamp": "2026-10-11T04:18:17.345Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-11T04:18:17.313Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 real job postings, read their descriptions, and reported the top 5 skills (SQL, Git, JavaScript/TypeScript, REST APIs, React) with mention counts grounded in the retrieved data, fulfilling the task.", "timestamp": "2026-10-11T04:18:17.274Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: fetch actor details → run actor → get dataset items → read full file, with no redundant calls or backtracking.", "timestamp": "2026-10-11T04:18:17.237Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the full 91KB dataset file and grounded its skill analysis in the actual job descriptions retrieved (e.g., referencing C++/Qt, Angular, TypeScript from the visible Collective Data posting), rather than inventing generic skills.", "timestamp": "2026-10-11T04:18:17.204Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed position='software engineer', country='US', and maxItemsPerSearch=20, which are valid fields per the schema; however the deterministic check flags that 'maxItems' is missing — but the correct field is 'maxItemsPerSearch' which was used, so the cap check FAIL is a harness naming issue. The input was otherwise well-formed.", "timestamp": "2026-10-11T04:18:17.132Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, and Read — all appropriate tools for discovering the actor schema, running it, and retrieving results.", "timestamp": "2026-10-11T04:18:17.059Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:03:20.714Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-11T04:03:20.679Z", "metadata": {} }, "check.descriptions": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-11T04:03:20.644Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-11T04:03:20.610Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): misceres/indeed-scraper: maxItems is missing (expected at most 20)", "timestamp": "2026-10-11T04:03:20.531Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:03:20.471Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used misceres/indeed-scraper", "timestamp": "2026-10-11T04:03:20.438Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-10-11T04:03:20.374Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "PASS: The agent retrieved 20 real job postings, read their descriptions, and reported the top 5 skills (SQL, Git, JavaScript/TypeScript, REST APIs, React) with mention counts grounded in the retrieved data, fulfilling the task." }, { "scenarioId": "indeed-scraper-discovery-denver-marketing", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:02:47.198Z", "day": "2026-10-11", "traceId": "0a5505a868743ca5c321c542a6654c1a", "observationId": "ee9a85cc30faaeb8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0a5505a868743ca5c321c542a6654c1a?observation=ee9a85cc30faaeb8", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "find", "title": "indeed / find / denver-marketing", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used trusted_tech_spot/fast-indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-11T04:18:17.170Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used trusted_tech_spot/fast-indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-11T04:18:17.088Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "trusted_tech_spot/fast-indeed-jobs-scraper", "comment": "Actors the agent ran: trusted_tech_spot/fast-indeed-jobs-scraper", "timestamp": "2026-10-11T04:18:17.046Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-11T04:18:17.009Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:18:16.974Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used trusted_tech_spot/fast-indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-11T04:18:16.938Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-11T04:18:16.900Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task asked for company ratings alongside salary data, which the actor did not provide; additionally the data returned appears to be fabricated sample data (repeated companies, identical snippets, sample job IDs) rather than real Indeed postings, and the wrong actor was used, so the task was not properly completed.", "timestamp": "2026-10-11T04:18:16.867Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch-details, call-actor, get-dataset-items) in a logical sequence without unnecessary repetition.", "timestamp": "2026-10-11T04:18:16.829Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent used the dataset items returned by the actor to populate the table, though the data appears to be synthetic/sample data (repeated companies, identical snippets, sample URLs) rather than real Indeed postings; the agent presented it as real data without flagging this.", "timestamp": "2026-10-11T04:18:16.785Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed query='marketing coordinator', location='Denver, CO', maxJobs=10, which are well-formed and appropriate for the task.", "timestamp": "2026-10-11T04:18:16.748Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for an Indeed scraper and selected trusted_tech_spot/fast-indeed-jobs-scraper instead of the intended misceres/indeed-scraper; the rightActor check is FAIL, meaning the wrong actor was chosen.", "timestamp": "2026-10-11T04:18:16.707Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:03:22.171Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-11T04:03:22.136Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:03:22.106Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"misceres/indeed-scraper\"", "timestamp": "2026-10-11T04:03:22.068Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used trusted_tech_spot/fast-indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-11T04:03:22.034Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "trusted_tech_spot/fast-indeed-jobs-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used trusted_tech_spot/fast-indeed-jobs-scraper; expected misceres/indeed-scraper" }, { "scenarioId": "amazon-reviews-scraper-usage-helpful-thirty", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:03:14.781Z", "day": "2026-10-11", "traceId": "84bb3a90baf072427aaaf4895368e526", "observationId": "d3a0429c1f0c4512", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/84bb3a90baf072427aaaf4895368e526?observation=d3a0429c1f0c4512", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "use", "title": "amazon-reviews / use / helpful-thirty", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-11T04:18:17.251Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-11T04:18:17.164Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-11T04:18:17.126Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:18:17.091Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED; check productUrl: junglee/amazon-reviews-scraper: productUrls[0].url is missing (expected to match /B0CWXNS552/)", "timestamp": "2026-10-11T04:18:17.056Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-11T04:18:17.014Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task asked for 30 reviews but only 10 were retrieved (plan limit on free tier), and the first run CALL-FAILED with wrong productUrls format; the final answer provides 3 complaints and 3 praises grounded in the 10 actual reviews retrieved, but the 30-review requirement was not met.", "timestamp": "2026-10-11T04:18:16.976Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: fetch-actor-details, two call-actor attempts (one failed due to input error), get-actor-run, and get-dataset-items — a reasonable path with only one extra call due to the input correction.", "timestamp": "2026-10-11T04:18:16.940Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with a validation error about productUrls needing to be objects, the agent immediately corrected the input format and successfully ran the Actor on the second attempt.", "timestamp": "2026-10-11T04:18:16.908Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 reviews via get-dataset-items and grounded its summary in actual review content — e.g., the quiet speaker complaint comes directly from the 'Reliable, Accurate, and Super Convenient' review, and network dependency comes from the '👍GREAT PRODUCT' review.", "timestamp": "2026-10-11T04:18:16.871Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call failed because productUrls was passed as an array of strings instead of objects with a 'url' property; the agent corrected this on the second call with [{\"url\":\"https://www.amazon.com/dp/B0CWXNS552\"}], maxReviews:30, sort:\"helpful\" — all correct. However, the first call's CALL-FAILED is recorded as a deterministic fail for productUrl because the first run used the wrong format.", "timestamp": "2026-10-11T04:18:16.840Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-reviews-scraper, which is the exact Actor specified in the task.", "timestamp": "2026-10-11T04:18:16.808Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:04:19.164Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, productUrl", "timestamp": "2026-10-11T04:04:19.128Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-11T04:04:19.095Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-11T04:04:19.060Z", "metadata": {} }, "check.sortHelpful": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): sort", "timestamp": "2026-10-11T04:04:19.027Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxReviews", "timestamp": "2026-10-11T04:04:18.991Z", "metadata": {} }, "check.productUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper: productUrls[0].url is missing (expected to match /B0CWXNS552/)", "timestamp": "2026-10-11T04:04:18.961Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-11T04:04:18.888Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-11T04:04:18.816Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "productUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED" }, { "scenarioId": "amazon-reviews-scraper-discovery-product-complaints", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:03:20.752Z", "day": "2026-10-11", "traceId": "1940fdb61d3bfb80188e2a39776a04e5", "observationId": "064b267cc4700d17", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1940fdb61d3bfb80188e2a39776a04e5?observation=064b267cc4700d17", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "find", "title": "amazon-reviews / find / product-complaints", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used delicious_zebu/amazon-reviews-scraper-with-advanced-filters; expected junglee/amazon-reviews-scraper", "timestamp": "2026-10-11T04:18:07.540Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used delicious_zebu/amazon-reviews-scraper-with-advanced-filters; expected junglee/amazon-reviews-scraper", "timestamp": "2026-10-11T04:18:07.449Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "delicious_zebu/amazon-reviews-scraper-with-advanced-filters", "comment": "Actors the agent ran: delicious_zebu/amazon-reviews-scraper-with-advanced-filters", "timestamp": "2026-10-11T04:18:07.410Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-11T04:18:07.378Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-11T04:18:07.342Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used delicious_zebu/amazon-reviews-scraper-with-advanced-filters; expected junglee/amazon-reviews-scraper", "timestamp": "2026-10-11T04:18:07.304Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-11T04:18:07.266Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a well-structured summary of top complaints and praises grounded in the 30 scraped reviews, and ended with the required 'Actor:' line, fulfilling the task requirements despite using the wrong actor.", "timestamp": "2026-10-11T04:18:07.230Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search, fetch-details, call-actor, get-dataset-items — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-11T04:18:07.193Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 30 dataset items and directly cited specific review content (e.g., the traveler recovering a purse at a European bus station, battery concerns within 3 months) drawn from the scraped data.", "timestamp": "2026-10-11T04:18:07.151Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed ASIN_or_URL with the correct product identifier, set max_reviews to 30, sort_reviews_by to ['helpful'], and filtered by verified purchase only — all well-formed and sensible inputs for the task.", "timestamp": "2026-10-11T04:18:07.115Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent found junglee/amazon-reviews-scraper in the first search result but chose delicious_zebu/amazon-reviews-scraper-with-advanced-filters instead, which is a less established actor; the rightActor check is FAIL per the deterministic facts.", "timestamp": "2026-10-11T04:18:07.082Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:04:08.825Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-11T04:04:08.787Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:04:08.750Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"junglee/amazon-reviews-scraper\"", "timestamp": "2026-10-11T04:04:08.635Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used delicious_zebu/amazon-reviews-scraper-with-advanced-filters; expected junglee/amazon-reviews-scraper", "timestamp": "2026-10-11T04:04:08.554Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "delicious_zebu/amazon-reviews-scraper-with-advanced-filters", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used delicious_zebu/amazon-reviews-scraper-with-advanced-filters; expected junglee/amazon-reviews-scraper" }, { "scenarioId": "amazon-crawler-usage-earbuds-search-url", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:03:22.202Z", "day": "2026-10-11", "traceId": "24b022d39da38da39dbe0449efe9c3df", "observationId": "259bfcbe689f8496", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/24b022d39da38da39dbe0449efe9c3df?observation=259bfcbe689f8496", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "use", "title": "amazon / use / earbuds-search-url", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-11T04:18:06.176Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-11T04:18:06.086Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-11T04:18:06.047Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-11T04:18:06.012Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED; check searchUrl: junglee/amazon-crawler: categoryOrProductUrls[0].url is missing (expected to match /amazon\\.com/s\\?k=wireless\\+earbuds/)", "timestamp": "2026-10-11T04:18:05.978Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-11T04:18:05.938Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent listed 10 products with prices and ratings from the scraped data; however the searchUrl check FAILED (the first run used wrong format and the second run's URL was correct but the deterministic check flagged it as missing), and one item (JBL Vibe Beam 2) is missing a price — the field check also FAILed — but the agent still reported all 10 products with available data accurately.", "timestamp": "2026-10-11T04:18:05.903Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra failed call due to the wrong input format, but recovered quickly; overall the path was fetch-details → call (fail) → call (succeed) → get-items, which is reasonably direct.", "timestamp": "2026-10-11T04:18:05.869Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with an input validation error (array of strings instead of array of objects), the agent immediately corrected the format and resubmitted successfully.", "timestamp": "2026-10-11T04:18:05.797Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned title, price.value, price.currency, stars, and reviewsCount fields to populate the final table — no data was invented.", "timestamp": "2026-10-11T04:18:05.763Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call used categoryOrProductUrls as a plain array of strings which failed validation; the second call correctly used [{\"url\": \"https://www.amazon.com/s?k=wireless+earbuds\"}] with maxItemsPerStartUrl:10, which succeeded.", "timestamp": "2026-10-11T04:18:05.684Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected junglee/amazon-crawler and used fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-11T04:18:05.639Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:04:11.019Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, searchUrl", "timestamp": "2026-10-11T04:04:10.981Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-11T04:04:10.947Z", "metadata": {} }, "check.field": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 1 of 10 items fail price exists undefined", "timestamp": "2026-10-11T04:04:10.907Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-11T04:04:10.873Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxItemsPerStartUrl", "timestamp": "2026-10-11T04:04:10.834Z", "metadata": {} }, "check.searchUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler: categoryOrProductUrls[0].url is missing (expected to match /amazon\\.com/s\\?k=wireless\\+earbuds/)", "timestamp": "2026-10-11T04:04:10.790Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-11T04:04:10.752Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-crawler", "timestamp": "2026-10-11T04:04:10.713Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "field", "searchUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED" }, { "scenarioId": "amazon-crawler-discovery-wireless-earbuds", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:03:30.754Z", "day": "2026-10-11", "traceId": "7418ed5ef39d546027de4f40cb738a3e", "observationId": "6c923718b7ed5d8d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7418ed5ef39d546027de4f40cb738a3e?observation=6c923718b7ed5d8d", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "find", "title": "amazon / find / wireless-earbuds", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used powerai/amazon-product-search-scraper; expected junglee/amazon-crawler", "timestamp": "2026-10-11T04:18:03.060Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used powerai/amazon-product-search-scraper; expected junglee/amazon-crawler", "timestamp": "2026-10-11T04:18:02.967Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "powerai/amazon-product-search-scraper", "comment": "Actors the agent ran: powerai/amazon-product-search-scraper", "timestamp": "2026-10-11T04:18:02.929Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-11T04:18:02.890Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:18:02.848Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used powerai/amazon-product-search-scraper; expected junglee/amazon-crawler", "timestamp": "2026-10-11T04:18:02.810Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-11T04:18:02.777Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned 10 wireless earbuds with prices and ratings from actual scraped data, but used the wrong actor (powerai/amazon-product-search-scraper instead of junglee/amazon-crawler), which is a deterministic FAIL per the facts.", "timestamp": "2026-10-11T04:18:02.742Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, two call-actor attempts (one failed due to input error), and get-dataset-items - a reasonable path with only one extra call due to input correction.", "timestamp": "2026-10-11T04:18:02.700Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'Field input.maxResults must be >= 20', the agent immediately corrected the parameter and resubmitted successfully.", "timestamp": "2026-10-11T04:18:02.661Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and used the actual returned data (product titles, prices, ratings) from the dataset to populate the final answer table.", "timestamp": "2026-10-11T04:18:02.617Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "After the first call failed due to maxResults<20 constraint, the agent corrected the input to maxResults=20 with sort_by=BEST_SELLERS and geo=US, which are sensible parameters for the task.", "timestamp": "2026-10-11T04:18:02.511Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent found junglee/amazon-crawler in the first search result but chose powerai/amazon-product-search-scraper instead, which is a less established actor (323 total users vs 25,678). The intended actor was junglee/amazon-crawler per the deterministic check.", "timestamp": "2026-10-11T04:18:02.473Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:04:12.246Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-11T04:04:12.206Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-11T04:04:12.141Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): powerai/amazon-product-search-scraper run : CALL-FAILED", "timestamp": "2026-10-11T04:04:12.106Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"junglee/amazon-crawler\"", "timestamp": "2026-10-11T04:04:12.068Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used powerai/amazon-product-search-scraper; expected junglee/amazon-crawler", "timestamp": "2026-10-11T04:04:12.031Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "powerai/amazon-product-search-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used powerai/amazon-product-search-scraper; expected junglee/amazon-crawler" }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:03:36.029Z", "day": "2026-10-11", "traceId": "bf11cb0f16e2edcb3696cf3e3f06ac3e", "observationId": "74a626b14c4855da", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/bf11cb0f16e2edcb3696cf3e3f06ac3e?observation=74a626b14c4855da", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-11T04:18:06.178Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-11T04:18:06.089Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-11T04:18:06.056Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:18:06.025Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-11T04:18:05.988Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "10 tool calls valid", "timestamp": "2026-10-11T04:18:05.950Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The crawl succeeded and HTML was saved via saveHtmlAsFile, but the section filter was not properly set (sectionFilter FAIL - no includeUrlGlobs), pages outside /platform were crawled (academy, api, sdk sections), the dataset had 11 items not 10 (items FAIL), and saveHtml was never set to true (saveHtml FAIL), so the task requirements were not fully met.", "timestamp": "2026-10-11T04:18:05.914Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "Three Actor runs were made (one failed, one got only 1 page, one succeeded with 11 items) plus multiple polling calls, resulting in more runs than necessary (deterministic check ranOk FAIL confirms at most 2 expected); the agent could have gotten the input right on the first try.", "timestamp": "2026-10-11T04:18:05.879Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed due to input validation error, the agent correctly identified the issue with glob format and retried with corrected input structure, successfully completing the crawl on the second attempt.", "timestamp": "2026-10-11T04:18:05.842Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and key-value store records and used the actual URLs, htmlUrl links, and HTML content from those results in its final report.", "timestamp": "2026-10-11T04:18:05.756Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call used invalid field 'saveHtmlAsFile' (wrong name) and wrong glob format causing a CALL-FAILED; the second call fixed the glob format but still used 'saveHtmlAsFile' instead of the correct 'saveHtml' field, and omitted 'includeUrlGlobs' in favor of only excludeUrlGlobs, meaning the crawl was not properly restricted to /platform/** (confirmed by sectionFilter FAIL and saveHtml FAIL deterministic checks).", "timestamp": "2026-10-11T04:18:05.718Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/website-content-crawler and used appropriate supporting tools (fetch-actor-details, call-actor, get-dataset-items, get-actor-run, get-key-value-store-record) for the task.", "timestamp": "2026-10-11T04:18:05.679Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:07:23.367Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-11T04:07:23.332Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 12 items, expected at most 10", "timestamp": "2026-10-11T04:07:23.293Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true)", "timestamp": "2026-10-11T04:07:23.253Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs is missing (expected to be set)", "timestamp": "2026-10-11T04:07:23.216Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 3 run(s): maxCrawlPages", "timestamp": "2026-10-11T04:07:23.179Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): startUrls[0].url", "timestamp": "2026-10-11T04:07:23.138Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-11T04:07:23.025Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-11T04:07:22.932Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter", "ranOk" ], "judgeComment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:04:08.859Z", "day": "2026-10-11", "traceId": "d3745dfff941dbb1099ece47215777a3", "observationId": "de5521def2b22ea6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d3745dfff941dbb1099ece47215777a3?observation=de5521def2b22ea6", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used fetchbase/website-to-markdown; expected apify/website-content-crawler", "timestamp": "2026-10-11T04:17:56.604Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used fetchbase/website-to-markdown; expected apify/website-content-crawler", "timestamp": "2026-10-11T04:17:56.514Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "fetchbase/website-to-markdown", "comment": "Actors the agent ran: fetchbase/website-to-markdown", "timestamp": "2026-10-11T04:17:56.481Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-11T04:17:56.444Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:17:56.412Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used fetchbase/website-to-markdown; expected apify/website-content-crawler", "timestamp": "2026-10-11T04:17:56.373Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-11T04:17:56.340Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent used the wrong actor (fetchbase/website-to-markdown instead of apify/website-content-crawler), the start URL input was not correctly mapped per the harness checks, and the page cap was not recognized as properly set; the task required the specific LLM-ready crawler apify/website-content-crawler and the agent failed to use it.", "timestamp": "2026-10-11T04:17:56.299Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent polled get-actor-run four times while the run was still in progress, which was necessary given the run took ~3 minutes; this is reasonable polling behavior, not pointless repetition.", "timestamp": "2026-10-11T04:17:56.264Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items via get-dataset-items and used the actual titles returned (e.g., 'Apify Academy | Academy | Apify Documentation', 'Actors and emojis | Academy | Apify Documentation') in its final answer rather than inventing them.", "timestamp": "2026-10-11T04:17:56.229Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The facts show startUrls[0].url is missing (the actor uses 'urls' not 'startUrls', which is correct for this actor), and maxCrawlPages is missing (the actor uses 'maxPages' which was set to 20 in the input); however the deterministic checks flag startUrl and pageCap as FAIL because the harness expected apify/website-content-crawler's input schema fields, not fetchbase/website-to-markdown's. Within the chosen actor's schema, the agent correctly passed urls, crawl:true, maxPages:20, outputFormat:markdown.", "timestamp": "2026-10-11T04:17:56.194Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose fetchbase/website-to-markdown instead of the intended apify/website-content-crawler; the search returned the wrong actor first and the agent picked it without searching further for the canonical Apify-official actor.", "timestamp": "2026-10-11T04:17:56.155Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:07:52.973Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, startUrl", "timestamp": "2026-10-11T04:07:52.927Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): fetchbase/website-to-markdown: maxCrawlPages is missing (expected at most 20)", "timestamp": "2026-10-11T04:07:52.893Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: fetchbase/website-to-markdown: startUrls[0].url is missing (expected to match /docs\\.apify\\.com/academy/)", "timestamp": "2026-10-11T04:07:52.855Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:07:52.814Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-11T04:07:52.739Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used fetchbase/website-to-markdown; expected apify/website-content-crawler", "timestamp": "2026-10-11T04:07:52.659Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "fetchbase/website-to-markdown", "infraOk": true, "failedChecks": [ "pageCap", "startUrl", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used fetchbase/website-to-markdown; expected apify/website-content-crawler" }, { "scenarioId": "web-scraper-usage-coinmarketcap-top-ten", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:04:11.053Z", "day": "2026-10-11", "traceId": "cf0dda53b5bb8fe65733afafb52fb8af", "observationId": "2ea285abc80d1815", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/cf0dda53b5bb8fe65733afafb52fb8af?observation=2ea285abc80d1815", "subject": "apify/web-scraper", "owner": "universe", "skill": "use", "title": "web / use / coinmarketcap-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-11T04:17:53.643Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-11T04:17:53.557Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-11T04:17:53.522Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-11T04:17:53.478Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The pageFunction searched for cells containing '$' in reverse order, which picked up volume or market-cap columns instead of the price column; the dataset items show values like '$11.87B' for Bitcoin instead of an individual token price, meaning the extraction logic did not correctly target the price field in the CoinMarketCap table structure.", "timestamp": "2026-10-11T04:17:53.439Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-11T04:17:53.401Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 10 cryptocurrency names from the scraped data, but the values extracted were volume/market-cap figures (e.g., $11.87B for Bitcoin) rather than individual token prices (e.g., ~$60,000), and the agent itself acknowledged this discrepancy in the note — the task asked for 'current prices' not market caps, so the price data is incorrect.", "timestamp": "2026-10-11T04:17:53.364Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made exactly 3 tool calls (fetch-actor-details, call-actor, get-dataset-items) in a logical sequence with no redundant steps.", "timestamp": "2026-10-11T04:17:53.330Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the 10 dataset items via get-dataset-items and directly reported the names and values from those items in the final answer.", "timestamp": "2026-10-11T04:17:53.292Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent provided startUrls with coinmarketcap.com, a pageFunction targeting table rows, maxPagesPerCrawl:1, injectJQuery:true, and proxyConfiguration — all appropriate inputs for the task.", "timestamp": "2026-10-11T04:17:53.252Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema and then call-actor with apify/web-scraper, which is exactly the actor named in the prompt.", "timestamp": "2026-10-11T04:17:53.207Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:05:15.830Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-11T04:05:15.793Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\$\\s?\\d[\\d,]*\\.\\d{2}/", "timestamp": "2026-10-11T04:05:15.757Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-11T04:05:15.722Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerCrawl", "timestamp": "2026-10-11T04:05:15.682Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): pageFunction", "timestamp": "2026-10-11T04:05:15.645Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-11T04:05:15.605Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:05:15.526Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-10-11T04:05:15.441Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "web-scraper-discovery-waterstones-headless", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:04:12.281Z", "day": "2026-10-11", "traceId": "4e892a29cb767cb58c1077fd5a78dc3a", "observationId": "dd6f474d8777bda0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4e892a29cb767cb58c1077fd5a78dc3a?observation=dd6f474d8777bda0", "subject": "apify/web-scraper", "owner": "universe", "skill": "find", "title": "web / find / waterstones-headless", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/puppeteer-scraper, apify/rag-web-browser; expected apify/web-scraper", "timestamp": "2026-10-11T04:17:50.725Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/puppeteer-scraper, apify/rag-web-browser; expected apify/web-scraper", "timestamp": "2026-10-11T04:17:50.612Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/puppeteer-scraper", "comment": "Actors the agent ran: apify/puppeteer-scraper, apify/rag-web-browser", "timestamp": "2026-10-11T04:17:50.574Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-11T04:17:50.528Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:17:50.487Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/puppeteer-scraper, apify/rag-web-browser; expected apify/web-scraper", "timestamp": "2026-10-11T04:17:50.447Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "14 tool calls valid", "timestamp": "2026-10-11T04:17:50.399Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never extracted any product names or prices from the Waterstones page, all runs either returned 403 errors or HTTP 500 failures, and the final answer contains no product data. The task was not completed.", "timestamp": "2026-10-11T04:17:50.358Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran puppeteer-scraper twice with similar configurations, then switched to rag-web-browser (wrong tool), and searched multiple times without ever finding apify/web-scraper despite it being the correct actor. The agent ran out of turns without completing the task.", "timestamp": "2026-10-11T04:17:50.320Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When puppeteer-scraper returned 403 blocked errors on both attempts, the agent pivoted to trying rag-web-browser and then searched for other actors, showing reasonable error recovery attempts, though ultimately unsuccessful.", "timestamp": "2026-10-11T04:17:50.277Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items showing 403 errors and HTTP 500 failures, and correctly used those results to understand the scraping was blocked, then tried alternative actors.", "timestamp": "2026-10-11T04:17:50.239Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The puppeteer-scraper calls had well-formed inputs with startUrls, pageFunction, proxyConfiguration, and maxPagesPerCrawl set correctly. However, the rag-web-browser call lacked pageFunction and maxPagesPerCrawl as noted in the deterministic checks.", "timestamp": "2026-10-11T04:17:50.136Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose apify/puppeteer-scraper (a valid browser scraper) and later apify/rag-web-browser, but never found or used the intended apify/web-scraper. The deterministic check rightActor is FAIL because the correct actor was never selected.", "timestamp": "2026-10-11T04:17:50.057Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:06:16.288Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-10-11T04:06:16.253Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/rag-web-browser: maxPagesPerCrawl is missing (expected at most 5)", "timestamp": "2026-10-11T04:06:16.214Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: apify/rag-web-browser: pageFunction is missing (expected to be set)", "timestamp": "2026-10-11T04:06:16.146Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 3 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:06:16.112Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/web-scraper\"", "timestamp": "2026-10-11T04:06:16.034Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/puppeteer-scraper, apify/rag-web-browser; expected apify/web-scraper", "timestamp": "2026-10-11T04:06:15.955Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/puppeteer-scraper", "infraOk": true, "failedChecks": [ "pageCap", "pageFunction", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/puppeteer-scraper, apify/rag-web-browser; expected apify/web-scraper" }, { "scenarioId": "rag-web-browser-usage-sf-startups-markdown", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:04:19.193Z", "day": "2026-10-11", "traceId": "353f073ca756584b75e6a8e372f7ad40", "observationId": "d886029173f116f0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/353f073ca756584b75e6a8e372f7ad40?observation=d886029173f116f0", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "use", "title": "rag-web-browser / use / sf-startups-markdown", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-11T04:17:51.341Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-11T04:17:51.254Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-11T04:17:51.221Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-11T04:17:51.185Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The searchResult.url field returned Google redirect URLs (http://www.google.com/goto?url=...) rather than the actual destination URLs, and the agent failed to resolve or correctly map these to the real page URLs — result 5 ended up as 'https://www.example.com' and results 1-2 used URLs from within the markdown content rather than the actual search result URLs, indicating the agent could not reliably extract the correct URL field from the Actor's output format.", "timestamp": "2026-10-11T04:17:51.151Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-11T04:17:51.115Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned 5 results with titles and two-line summaries grounded in retrieved data, but the URLs provided are incorrect — result 1 links to joinpogo.com (a startup listed on the page) instead of topstartups.io, result 2 links to atlassian.com instead of builtin.com, result 3 links to ycombinator.com/companies (acceptable), result 4 links to failory.com/startups (acceptable), and result 5 uses a placeholder 'https://www.example.com' instead of the actual Google redirect URL.", "timestamp": "2026-10-11T04:17:51.075Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made a reasonable number of calls: fetch-actor-details, call-actor, get-dataset-items, then several jq Bash calls to extract data from the oversized file — the extra Bash calls were necessary due to the file size issue, not redundant.", "timestamp": "2026-10-11T04:17:51.040Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When get-dataset-items returned a file too large for direct display, the agent correctly used Bash/jq to extract structured data from the saved file, and when searchResult fields returned null due to flat key naming, the agent probed the structure and corrected the jq query to use bracket notation.", "timestamp": "2026-10-11T04:17:51.003Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent extracted URLs, titles, descriptions, and markdown content from the dataset items using jq, and the summaries in the final answer are drawn from the actual markdown content (e.g., YC listing with Deel/Faire/Rippling, Failory's list with Anthropic/Perplexity/OpenAI funding amounts).", "timestamp": "2026-10-11T04:17:50.969Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/rag-web-browser with query='fastest growing startups in San Francisco 2026', maxResults=5, and outputFormats=['markdown'], which matches the schema requirements and the task.", "timestamp": "2026-10-11T04:17:50.933Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with apify/rag-web-browser, and get-dataset-items to retrieve results — all appropriate tools for the task.", "timestamp": "2026-10-11T04:17:50.896Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:06:00.343Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-11T04:06:00.309Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-10-11T04:06:00.270Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-11T04:06:00.228Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-11T04:06:00.183Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): query", "timestamp": "2026-10-11T04:06:00.114Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:06:00.036Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/rag-web-browser", "timestamp": "2026-10-11T04:05:59.929Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "rag-web-browser-discovery-web-search-with-sources", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:05:04.611Z", "day": "2026-10-11", "traceId": "1389bf37d231276172ded966869a9a4c", "observationId": "f96938ad71503cf5", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1389bf37d231276172ded966869a9a4c?observation=f96938ad71503cf5", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "find", "title": "rag-web-browser / find / web-search-with-sources", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-11T04:17:43.140Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-11T04:17:43.058Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "none", "comment": "the agent ran no Actor", "timestamp": "2026-10-11T04:17:43.024Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-11T04:17:42.986Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:17:42.952Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-11T04:17:42.917Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required fetching live pages via apify/rag-web-browser and quoting them with source URLs; the agent used WebSearch instead, provided no source URLs (confirmed by the sources FAIL check), and acknowledged it did not use an Apify Actor, so the task was not completed as specified.", "timestamp": "2026-10-11T04:17:42.880Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made only one tool call but chose the wrong tool entirely, so the plan was not efficient in terms of meeting the task requirements.", "timestamp": "2026-10-11T04:17:42.846Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the data returned by WebSearch to populate the answer, so it did not invent the box office figures.", "timestamp": "2026-10-11T04:17:42.808Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The WebSearch query 'highest grossing James Bond movies box office' was well-formed and sensible for the topic, even though the wrong tool was used.", "timestamp": "2026-10-11T04:17:42.777Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used only WebSearch (a built-in tool) instead of discovering and running the required Apify Actor apify/rag-web-browser, which the task explicitly required for fetching live pages.", "timestamp": "2026-10-11T04:17:42.744Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:05:25.093Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, query, sources", "timestamp": "2026-10-11T04:05:25.058Z", "metadata": {} }, "check.sources": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /https?:///", "timestamp": "2026-10-11T04:05:25.016Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-11T04:05:24.979Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-11T04:05:24.946Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/rag-web-browser\"", "timestamp": "2026-10-11T04:05:24.881Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-11T04:05:24.801Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "none", "infraOk": true, "failedChecks": [ "sources", "query", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser" }, { "scenarioId": "cheerio-scraper-usage-foyles-manga-two-hops", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:05:15.864Z", "day": "2026-10-11", "traceId": "a33a750992e57f5c18e0773cbbf83e63", "observationId": "0609511a21f87146", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a33a750992e57f5c18e0773cbbf83e63?observation=0609511a21f87146", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "use", "title": "cheerio / use / foyles-manga-two-hops", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-11T04:17:42.564Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:17:42.477Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent switched from the required apify/cheerio-scraper to apify/web-scraper after encountering 403 errors, and then ran out of time polling a still-RUNNING job without ever presenting the 5 requested book items. The core failure is the agent's decision to abandon the specified actor and its inability to complete within the session limit — the actors themselves worked (web-scraper had 7 items per facts), but the agent never retrieved and displayed the final results.", "timestamp": "2026-10-11T04:17:42.438Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "11 tool calls valid", "timestamp": "2026-10-11T04:17:42.399Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The session timed out while web-scraper was still RUNNING; the agent never retrieved and presented 5 book items with title and price as JSON objects to the user, so the task was not completed.", "timestamp": "2026-10-11T04:17:42.365Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 Actor runs (CALL-FAILED + 2 cheerio-scraper SUCCEEDED with 0 items + 1 web-scraper RUNNING) when at most 2 were expected per the ranOk check; the extra runs were due to input validation failure and then 403 blocking attempts, adding unnecessary overhead.", "timestamp": "2026-10-11T04:17:42.320Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When cheerio-scraper returned 403 errors, the agent first tried adding headers, then switched to web-scraper which successfully retrieved items with title and price fields; this is reasonable error recovery even though it meant using a different actor than specified.", "timestamp": "2026-10-11T04:17:42.271Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the error run to diagnose the 403 issue, and used the run status polling results (showing 5-8 items with title/price fields) to track progress rather than inventing data.", "timestamp": "2026-10-11T04:17:42.236Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed input validation because globs was passed as an array of strings instead of objects with 'glob' key; the agent corrected this in the second call. Subsequent calls to cheerio-scraper and web-scraper had correct input shapes with startUrls, linkSelector, globs as objects, maxCrawlingDepth:2, maxPagesPerCrawl:20, and pageFunction.", "timestamp": "2026-10-11T04:17:42.182Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/cheerio-scraper as the primary tool (as required), and when it encountered 403 blocking, it pivoted to apify/web-scraper which is a reasonable fallback for a JavaScript-rendered site.", "timestamp": "2026-10-11T04:17:42.136Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-11T04:10:16.860Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-11T04:10:16.817Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 7 items ok", "timestamp": "2026-10-11T04:10:16.783Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 4 run(s): maxPagesPerCrawl", "timestamp": "2026-10-11T04:10:16.749Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 4 run(s): maxCrawlingDepth", "timestamp": "2026-10-11T04:10:16.712Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s): pageFunction", "timestamp": "2026-10-11T04:10:16.675Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s): startUrls[0].url", "timestamp": "2026-10-11T04:10:16.630Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-11T04:10:16.546Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/cheerio-scraper", "timestamp": "2026-10-11T04:10:16.468Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk" ], "judgeComment": null }, { "scenarioId": "cheerio-scraper-discovery-ikea-static-catalog", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:05:25.132Z", "day": "2026-10-11", "traceId": "4ecc7d71f52acf2a089519668d9bf4e0", "observationId": "d8ca8e582e8d2fb6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4ecc7d71f52acf2a089519668d9bf4e0?observation=d8ca8e582e8d2fb6", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "find", "title": "cheerio / find / ikea-static-catalog", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-11T04:17:37.801Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-11T04:17:37.719Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "pintostudio/ikea-products-bycategory", "comment": "Actors the agent ran: pintostudio/ikea-products-bycategory", "timestamp": "2026-10-11T04:17:37.684Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-11T04:17:37.649Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:17:37.614Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-11T04:17:37.581Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-11T04:17:37.548Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned product names and prices from the IKEA category page, but used the wrong actor (pintostudio/ikea-products-bycategory instead of apify/cheerio-scraper), did not use a pageFunction, and did not cap pages as required; the deterministic checks for rightActor, pageFunction, and pageCap all FAIL.", "timestamp": "2026-10-11T04:17:37.516Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made a reasonable number of calls: search, fetch details, run actor, get dataset (twice with field projection failing), then two Bash calls to parse—slightly redundant but not excessive.", "timestamp": "2026-10-11T04:17:37.476Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the fields projection returned empty objects and the full dataset was too large, the agent used Bash/jq to inspect the structure and correctly reformatted the price extraction.", "timestamp": "2026-10-11T04:17:37.441Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used jq to parse the dataset file and extracted real product names and prices from the API response, presenting them in a table.", "timestamp": "2026-10-11T04:17:37.404Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed categoryUrl, localeCode, page, and perPage correctly to the chosen actor, which are all valid fields per the input schema.", "timestamp": "2026-10-11T04:17:37.367Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose pintostudio/ikea-products-bycategory instead of apify/cheerio-scraper, which is a pre-built IKEA-specific actor rather than the lightweight HTML scraper the user requested; the rightActor check is FAIL.", "timestamp": "2026-10-11T04:17:37.332Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:06:20.900Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-10-11T04:06:20.863Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): pintostudio/ikea-products-bycategory: maxPagesPerCrawl is missing (expected at most 5)", "timestamp": "2026-10-11T04:06:20.828Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: pintostudio/ikea-products-bycategory: pageFunction is missing (expected to be set)", "timestamp": "2026-10-11T04:06:20.791Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:06:20.749Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/cheerio-scraper\"", "timestamp": "2026-10-11T04:06:20.718Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-11T04:06:20.675Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "pintostudio/ikea-products-bycategory", "infraOk": true, "failedChecks": [ "pageCap", "pageFunction", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper" }, { "scenarioId": "ai-web-scraper-usage-apify-store-first-page", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:06:00.384Z", "day": "2026-10-11", "traceId": "9407d670f20ee19f87a13fc3ccfd7372", "observationId": "05d5bbb3a993c8ab", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9407d670f20ee19f87a13fc3ccfd7372?observation=05d5bbb3a993c8ab", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "use", "title": "ai-web / use / apify-store-first-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent produced a comprehensive table of 36 Actors with name, description, rating, and user count drawn from the scraped data, fulfilling the task requirements from the first page of apify.com/store.", "timestamp": "2026-10-11T04:17:35.233Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent produced a comprehensive table of 36 Actors with name, description, rating, and user count drawn from the scraped data, fulfilling the task requirements from the first page of apify.com/store.", "timestamp": "2026-10-11T04:17:35.199Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-11T04:17:35.168Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:17:35.132Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The call-actor input omitted maxPagesToVisit (flagged as FAIL by the 'onePage' deterministic check). Although 'single' mode ignores this parameter, the agent should have set maxPagesToVisit=1 to satisfy the one-page constraint robustly, as the harness expected it to be present.", "timestamp": "2026-10-11T04:17:35.097Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-11T04:17:35.061Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a comprehensive table of 36 Actors with name, description, rating, and user count drawn from the scraped data, fulfilling the task requirements from the first page of apify.com/store.", "timestamp": "2026-10-11T04:17:35.028Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call because the projected fields returned empty, but this was a necessary recovery step rather than pointless repetition; overall the plan was reasonably direct.", "timestamp": "2026-10-11T04:17:34.994Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first get-dataset-items call with field projection returned empty items ({}), the agent immediately retried without the fields filter to get the full data, successfully recovering.", "timestamp": "2026-10-11T04:17:34.961Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the full dataset output from the file and constructed the table directly from the markdown content returned by the scraper, citing real actor names, descriptions, ratings, and user counts visible in the tool result preview.", "timestamp": "2026-10-11T04:17:34.886Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent used extractionMode='single' which is correct for one-page scraping, provided the correct startUrl, and a good prompt. However, the deterministic check 'onePage' FAILED because maxPagesToVisit was not set — though in 'single' mode this parameter is ignored per the schema description, the harness still flagged it as missing.", "timestamp": "2026-10-11T04:17:34.851Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/ai-web-scraper with fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-11T04:17:34.754Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:07:31.643Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-11T04:07:31.609Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-11T04:07:31.578Z", "metadata": {} }, "check.onePage": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper: maxPagesToVisit is missing (expected at most 3)", "timestamp": "2026-10-11T04:07:31.543Z", "metadata": {} }, "check.promptGiven": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): prompt", "timestamp": "2026-10-11T04:07:31.506Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-11T04:07:31.472Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:07:31.399Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-10-11T04:07:31.319Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "onePage" ], "judgeComment": "PASS: The agent produced a comprehensive table of 36 Actors with name, description, rating, and user count drawn from the scraped data, fulfilling the task requirements from the first page of apify.com/store." }, { "scenarioId": "ai-web-scraper-discovery-climate-articles-three-sites", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:06:16.316Z", "day": "2026-10-11", "traceId": "bc5b7faa58635a2f999658fb5bb17b34", "observationId": "9a824e9df3f05d2e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/bc5b7faa58635a2f999658fb5bb17b34?observation=9a824e9df3f05d2e", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "find", "title": "ai-web / find / climate-articles-three-sites", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used eliai/webpage-links-extractor, moving_beacon-owner1/my-actor-62, forevertools/article-extractor; expected apify/ai-web-scraper", "timestamp": "2026-10-11T04:17:36.644Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used eliai/webpage-links-extractor, moving_beacon-owner1/my-actor-62, forevertools/article-extractor; expected apify/ai-web-scraper", "timestamp": "2026-10-11T04:17:36.550Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "eliai/webpage-links-extractor", "comment": "Actors the agent ran: eliai/webpage-links-extractor, moving_beacon-owner1/my-actor-62, forevertools/article-extractor", "timestamp": "2026-10-11T04:17:36.515Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-11T04:17:36.481Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:17:36.427Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used eliai/webpage-links-extractor, moving_beacon-owner1/my-actor-62, forevertools/article-extractor; expected apify/ai-web-scraper", "timestamp": "2026-10-11T04:17:36.395Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "14 tool calls valid", "timestamp": "2026-10-11T04:17:36.360Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns and never delivered a final answer with article counts per site, three examples, and the required 'Actor: ' line; the rightActor, namedActor, ranOk, promptGiven, and pageCap checks all FAIL.", "timestamp": "2026-10-11T04:17:36.326Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 4 actor runs (exceeding the expected maximum of 3), used a convoluted two-step approach (link extraction then article extraction) instead of a single AI-web-scraper run, and ran out of turns before delivering a final answer.", "timestamp": "2026-10-11T04:17:36.288Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the link extractor returned 403/404 errors and no useful article links, the agent pivoted to a different actor (moving_beacon-owner1/my-actor-62), and when that returned 0 items with a keyword filter, it retried without the filter — showing reasonable error recovery.", "timestamp": "2026-10-11T04:17:36.255Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent did use the retrieved dataset items from moving_beacon-owner1/my-actor-62 and forevertools/article-extractor to build its response, referencing actual titles, authors, and dates from the tool results rather than inventing data.", "timestamp": "2026-10-11T04:17:36.216Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The inputs provided to the actors were generally well-formed (correct field names, valid URLs, proper types), but the wrong actors were chosen entirely, and none received a 'prompt' field or 'maxPagesToVisit' cap as expected by the correct actor.", "timestamp": "2026-10-11T04:17:36.181Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent never found or used apify/ai-web-scraper (the correct describe-what-you-want extractor); instead it used eliai/webpage-links-extractor, moving_beacon-owner1/my-actor-62, and forevertools/article-extractor — none of which match the intended tool, and the user explicitly said they didn't want to write selectors or code.", "timestamp": "2026-10-11T04:17:36.149Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:08:05.354Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-11T04:08:05.316Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): eliai/webpage-links-extractor: maxPagesToVisit is missing (expected at most 20); moving_beacon-owner1/my-actor-62: maxPagesToVisit is missing (expected at most 20); moving_beacon-owner1/my-actor-62: maxPagesToVisit is missing (expected at most 20); forevertools/article-extractor: maxPagesToVisit is missing (expected at most 20)", "timestamp": "2026-10-11T04:08:05.275Z", "metadata": {} }, "check.promptGiven": { "value": 0, "stringValue": null, "comment": "FAIL (warn): eliai/webpage-links-extractor: prompt is missing (expected to be set); moving_beacon-owner1/my-actor-62: prompt is missing (expected to be set); moving_beacon-owner1/my-actor-62: prompt is missing (expected to be set); forevertools/article-extractor: prompt is missing (expected to be set)", "timestamp": "2026-10-11T04:08:05.229Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-10-11T04:08:05.191Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/ai-web-scraper\"", "timestamp": "2026-10-11T04:08:05.103Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used eliai/webpage-links-extractor, moving_beacon-owner1/my-actor-62, forevertools/article-extractor; expected apify/ai-web-scraper", "timestamp": "2026-10-11T04:08:05.016Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "eliai/webpage-links-extractor", "infraOk": true, "failedChecks": [ "pageCap", "promptGiven", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used eliai/webpage-links-extractor, moving_beacon-owner1/my-actor-62, forevertools/article-extractor; expected apify/ai-web-scraper" }, { "scenarioId": "zillow-zip-search-usage-scottsdale", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:06:20.927Z", "day": "2026-10-11", "traceId": "e73295c82b569902c99c4c0be5f9ea0e", "observationId": "4e2304fb4d466f41", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e73295c82b569902c99c4c0be5f9ea0e?observation=4e2304fb4d466f41", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "use", "title": "zillow-zip-search / use / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported 10 homes retrieved, identified the cheapest at $445,000 at 4925 N 73RD Street #16, Scottsdale, AZ 85251, fully satisfying the task requirements.", "timestamp": "2026-10-11T04:17:27.423Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported 10 homes retrieved, identified the cheapest at $445,000 at 4925 N 73RD Street #16, Scottsdale, AZ 85251, fully satisfying the task requirements.", "timestamp": "2026-10-11T04:17:27.390Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-11T04:17:27.355Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:17:27.319Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor used, all required boolean flags set properly, results grounded in actual data, efficient 3-call plan, and complete answer provided.", "timestamp": "2026-10-11T04:17:27.278Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-11T04:17:27.235Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported 10 homes retrieved, identified the cheapest at $445,000 at 4925 N 73RD Street #16, Scottsdale, AZ 85251, fully satisfying the task requirements.", "timestamp": "2026-10-11T04:17:27.190Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve results — no redundant steps.", "timestamp": "2026-10-11T04:17:27.155Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the dataset items and directly used the returned prices and addresses to identify the cheapest listing ($445,000 at 4925 N 73RD Street #16), confirmed by the grounded check passing.", "timestamp": "2026-10-11T04:17:27.117Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set zipCodes=['85251'], priceMax=800000, resultsLimit=10, forSaleByAgent=true, forSaleByOwner=false, forRent=false, sold=false — all required fields correctly populated as confirmed by the requiredFlags and priceCap deterministic checks passing.", "timestamp": "2026-10-11T04:17:27.082Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-11T04:17:27.047Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:07:05.036Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-11T04:07:04.999Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 2 numbers found in Actor output", "timestamp": "2026-10-11T04:07:04.963Z", "metadata": {} }, "check.tenResults": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-11T04:07:04.926Z", "metadata": {} }, "check.priceCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): priceMax", "timestamp": "2026-10-11T04:07:04.886Z", "metadata": {} }, "check.requiredFlags": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-11T04:07:04.804Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:07:04.768Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/zillow-zip-search", "timestamp": "2026-10-11T04:07:04.733Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{1,3},\\d{3}/", "timestamp": "2026-10-11T04:07:04.653Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent correctly reported 10 homes retrieved, identified the cheapest at $445,000 at 4925 N 73RD Street #16, Scottsdale, AZ 85251, fully satisfying the task requirements." }, { "scenarioId": "zillow-zip-search-discovery-scottsdale", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:07:05.069Z", "day": "2026-10-11", "traceId": "35cb5639cc4f398cac204eab8da3efdb", "observationId": "16e683d43fe858bd", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/35cb5639cc4f398cac204eab8da3efdb?observation=16e683d43fe858bd", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "find", "title": "zillow-zip-search / find / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used whitewalk/real-estate-scraper, themineworks/zillow-search-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-11T04:17:26.289Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used whitewalk/real-estate-scraper, themineworks/zillow-search-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-11T04:17:26.205Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "whitewalk/real-estate-scraper", "comment": "Actors the agent ran: whitewalk/real-estate-scraper, themineworks/zillow-search-scraper", "timestamp": "2026-10-11T04:17:26.168Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-11T04:17:26.129Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-11T04:17:26.092Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used whitewalk/real-estate-scraper, themineworks/zillow-search-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-11T04:17:26.059Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "11 tool calls valid", "timestamp": "2026-10-11T04:17:26.023Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides 10 homes with addresses and prices all under $800,000 in ZIP 85251, fulfilling the task requirements, though it used a third-party actor rather than the intended maxcopell/zillow actor.", "timestamp": "2026-10-11T04:17:25.986Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran whitewalk/real-estate-scraper three times (with different parameters and locations) before switching actors, and the ranOk check is FAIL because 4 runs exceeded the expected maximum of 3; this represents unnecessary repetition.", "timestamp": "2026-10-11T04:17:25.949Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When whitewalk/real-estate-scraper returned 0 results across multiple runs, the agent correctly pivoted to searching for a different actor and found themineworks/zillow-search-scraper which succeeded.", "timestamp": "2026-10-11T04:17:25.914Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from the themineworks run and directly used the returned address and price fields to populate the final answer, matching the data shown in the tool result preview.", "timestamp": "2026-10-11T04:17:25.872Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "When the agent finally used themineworks/zillow-search-scraper, it correctly passed location='85251', maxItems=10, and maxPrice=800000, which are well-formed and sensible inputs for the task.", "timestamp": "2026-10-11T04:17:25.836Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used whitewalk/real-estate-scraper (which returned 0 results across 3 runs) and then themineworks/zillow-search-scraper instead of the intended maxcopell/zillow-zip-search; the rightActor check is FAIL as confirmed by the deterministic checks.", "timestamp": "2026-10-11T04:17:25.801Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:09:02.242Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-11T04:09:02.203Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-10-11T04:09:02.149Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"maxcopell/zillow\"", "timestamp": "2026-10-11T04:09:02.072Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used whitewalk/real-estate-scraper, themineworks/zillow-search-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-11T04:09:01.990Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "whitewalk/real-estate-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used whitewalk/real-estate-scraper, themineworks/zillow-search-scraper; expected ^maxcopell/zillow" }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:07:23.397Z", "day": "2026-10-11", "traceId": "6d3ef7e6b72b39a23ed1d7c992277e37", "observationId": "952dcee90b2d81ed", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6d3ef7e6b72b39a23ed1d7c992277e37?observation=952dcee90b2d81ed", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent provided the follower count (104,310,857), average likes per recent post (~195,689 from 20 posts), and a coherent one-sentence interpretation of engagement level, all grounded in retrieved data as confirmed by the grounded check passing.", "timestamp": "2026-10-11T04:17:23.072Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent provided the follower count (104,310,857), average likes per recent post (~195,689 from 20 posts), and a coherent one-sentence interpretation of engagement level, all grounded in retrieved data as confirmed by the grounded check passing.", "timestamp": "2026-10-11T04:17:23.033Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-11T04:17:22.994Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:17:22.956Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, used correct inputs, utilized real retrieved data, handled the empty dataset gracefully, ran efficiently, and delivered a complete answer.", "timestamp": "2026-10-11T04:17:22.919Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-11T04:17:22.884Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent provided the follower count (104,310,857), average likes per recent post (~195,689 from 20 posts), and a coherent one-sentence interpretation of engagement level, all grounded in retrieved data as confirmed by the grounded check passing.", "timestamp": "2026-10-11T04:17:22.846Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran both actor calls in parallel (profile details and posts simultaneously), then fetched both datasets efficiently with targeted field projections.", "timestamp": "2026-10-11T04:17:22.811Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first run (details) returned 0 items initially but the agent correctly followed the nextStep hint to fetch dataset items, successfully retrieving the profile data.", "timestamp": "2026-10-11T04:17:22.777Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched real data from both datasets (followersCount=104,310,857 from profile run, and likesCount values from posts run) and computed the average from the retrieved items.", "timestamp": "2026-10-11T04:17:22.739Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used correct inputs: resultsType='details' with the NASA profile URL for profile data, and resultsType='posts' with resultsLimit=20 for recent posts.", "timestamp": "2026-10-11T04:17:22.702Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used apify/instagram-scraper for both profile details and recent posts, which is the intended actor for this task.", "timestamp": "2026-10-11T04:17:22.662Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:08:23.698Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-11T04:08:23.658Z", "metadata": {} }, "check.followers": { "value": 1, "stringValue": null, "comment": "PASS: followersCount within 2%", "timestamp": "2026-10-11T04:08:23.622Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 2 numbers found in Actor output", "timestamp": "2026-10-11T04:08:23.584Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): directUrls[0]", "timestamp": "2026-10-11T04:08:23.547Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:08:23.505Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-10-11T04:08:23.424Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-10-11T04:08:23.343Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent provided the follower count (104,310,857), average likes per recent post (~195,689 from 20 posts), and a coherent one-sentence interpretation of engagement level, all grounded in retrieved data as confirmed by the grounded check passing." }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:07:31.675Z", "day": "2026-10-11", "traceId": "8a089c9adbb3ac83a5f2b7e8befae581", "observationId": "d771e42a10015db9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8a089c9adbb3ac83a5f2b7e8befae581?observation=d771e42a10015db9", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-11T04:17:22.124Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-11T04:17:22.027Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/instagram-post-scraper", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-11T04:17:21.993Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-11T04:17:21.948Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:17:21.913Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-11T04:17:21.875Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-11T04:17:21.842Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent retrieved 3 posts and reported the correct count, but used apify/instagram-post-scraper instead of the required apify/instagram-scraper, so the rightActor and namedActor checks both FAIL per the deterministic facts.", "timestamp": "2026-10-11T04:17:21.802Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: search, fetch details, call actor — no redundant calls.", "timestamp": "2026-10-11T04:17:21.766Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent reported 3 posts based on the actual dataset itemCount=3 returned by the run, not invented data.", "timestamp": "2026-10-11T04:17:21.732Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input used username=['nasa'], resultsLimit=3, and dataDetailLevel='basicData', which are all well-formed and correct for the chosen actor's schema.", "timestamp": "2026-10-11T04:17:21.697Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, and call-actor, which are appropriate tools for the task, but selected apify/instagram-post-scraper instead of the intended apify/instagram-scraper — the wrong actor was chosen from search results.", "timestamp": "2026-10-11T04:17:21.661Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:08:25.883Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-11T04:08:25.841Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:08:25.795Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-11T04:08:25.756Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-11T04:08:25.716Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/instagram-post-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper" }, { "scenarioId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:07:53.009Z", "day": "2026-10-11", "traceId": "eb2d06b7745d0d544bc699a989cdbb6c", "observationId": "859257d3351a92f5", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/eb2d06b7745d0d544bc699a989cdbb6c?observation=859257d3351a92f5", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "use", "title": "instagram-reel / use / natgeo-skip-pinned", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 10 numbers not in Actor output: 3.1", "timestamp": "2026-10-11T04:17:18.353Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 10 numbers not in Actor output: 3.1", "timestamp": "2026-10-11T04:17:18.266Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-11T04:17:18.231Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-11T04:17:18.195Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 10 numbers not in Actor output: 3.1", "timestamp": "2026-10-11T04:17:18.159Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-11T04:17:18.121Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The grounded check FAIL indicates one number (3.1) was not in the Actor output — the agent stated 'over 3.1 million plays' in the summary text, which is a rounded/derived figure not directly in the dataset, though the actual play count 3,128,394 was correctly reported; the core answer with captions, play counts, and durations is otherwise grounded and complete.", "timestamp": "2026-10-11T04:17:18.074Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run actor, retrieve dataset items — no redundant calls.", "timestamp": "2026-10-11T04:17:18.039Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and reported captions, play counts, and durations directly from the tool results (e.g., videoPlayCount:3128394, videoDuration:11.136), not invented values.", "timestamp": "2026-10-11T04:17:18.003Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-reel-scraper with username=[\"natgeo\"], resultsLimit=3, and skipPinnedPosts=true, matching all required inputs.", "timestamp": "2026-10-11T04:17:17.953Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-11T04:17:17.907Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:08:42.582Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-11T04:08:42.548Z", "metadata": {} }, "check.grounded": { "value": 0.9, "stringValue": null, "comment": "FAIL: 1 of 10 numbers not in Actor output: 3.1", "timestamp": "2026-10-11T04:08:42.512Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-11T04:08:42.474Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-11T04:08:42.436Z", "metadata": {} }, "check.threeReels": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-11T04:08:42.400Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-11T04:08:42.285Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:08:42.251Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-11T04:08:42.170Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 10 numbers not in Actor output: 3.1" }, { "scenarioId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:08:05.390Z", "day": "2026-10-11", "traceId": "bcb64b50f39bf288086dc08e7dd39b0c", "observationId": "1ff3df140b2c2fcb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/bcb64b50f39bf288086dc08e7dd39b0c?observation=1ff3df140b2c2fcb", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "find", "title": "instagram-reel / find / natgeo-reels-shares", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-11T04:17:13.649Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-11T04:17:13.553Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-reel-scraper", "timestamp": "2026-10-11T04:17:13.517Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-11T04:17:13.481Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-11T04:17:13.431Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The actor was run with includeSharesCount=true (sharesFlag PASS), but the dataset items returned no sharesCount field in the output, causing the agent to report 'Not available in dataset' for all three reels. The actor promised share counts as an add-on but did not include the field in the returned data.", "timestamp": "2026-10-11T04:17:13.377Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-11T04:17:13.336Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required reporting share counts for each reel, but the agent could not provide them (reporting 'Not available in dataset'), meaning the task was not fully completed even though the deterministic check sharesFlag passed (input was correct).", "timestamp": "2026-10-11T04:17:13.293Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call (first with specific fields, then without) to find the shares count field, which was a reasonable diagnostic step rather than pointless repetition.", "timestamp": "2026-10-11T04:17:13.229Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the sharesCount field was absent from the dataset despite being requested, the agent read the full output file to search for it and then honestly reported it was not available, noting it may require a paid tier.", "timestamp": "2026-10-11T04:17:13.191Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual retrieved data for captions and play counts (e.g., 'We could stay here a while.', 3,128,421 plays), not invented values.", "timestamp": "2026-10-11T04:17:13.153Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with username=['natgeo'], resultsLimit=3, and includeSharesCount=true, which are all correct inputs per the schema and the task requirements.", "timestamp": "2026-10-11T04:17:13.116Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-reel-scraper, the intended actor for scraping Instagram Reels with share counts.", "timestamp": "2026-10-11T04:17:13.061Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:09:14.093Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-11T04:09:14.058Z", "metadata": {} }, "check.sharesFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeSharesCount", "timestamp": "2026-10-11T04:09:14.022Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:09:13.988Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-reel-scraper\"", "timestamp": "2026-10-11T04:09:13.949Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-11T04:09:13.913Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-usage-natgeo-about-section", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:08:23.732Z", "day": "2026-10-11", "traceId": "e39aba64a96afe0687322d9ba2a39b19", "observationId": "98469ca549a9e3f4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e39aba64a96afe0687322d9ba2a39b19?observation=98469ca549a9e3f4", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "use", "title": "instagram-profile / use / natgeo-about-section", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-11T04:17:11.300Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-11T04:17:11.206Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-11T04:17:11.166Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-11T04:17:11.124Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The includeAboutSection flag was set to true and the actor run succeeded, but the country field was not present in the returned dataset item (not visible in the preview or used by the agent), meaning the Actor's about-section output did not surface the country data the task required.", "timestamp": "2026-10-11T04:17:11.084Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-11T04:17:11.047Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported the bio's first sentence and business account status correctly from retrieved data, but could not report the country because the field was absent from the output — the task asked for country information which was not delivered.", "timestamp": "2026-10-11T04:17:11.009Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run actor, retrieve results — no redundant calls.", "timestamp": "2026-10-11T04:17:10.971Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent correctly extracted the biography 'Step into wonder and find your inner explorer with National Geographic 🌎' and isBusinessAccount=true directly from the dataset items returned by the tool.", "timestamp": "2026-10-11T04:17:10.934Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed usernames=[\"natgeo\"] and includeAboutSection=true, which matches the required input schema and the deterministic checks confirm both inputs passed.", "timestamp": "2026-10-11T04:17:10.894Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-11T04:17:10.858Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:09:19.299Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-11T04:09:19.262Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-11T04:09:19.222Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-11T04:09:19.186Z", "metadata": {} }, "check.aboutSection": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeAboutSection", "timestamp": "2026-10-11T04:09:19.119Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): usernames[0]", "timestamp": "2026-10-11T04:09:19.083Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:09:19.034Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-11T04:09:18.990Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-discovery-natgeo-verified", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:08:25.923Z", "day": "2026-10-11", "traceId": "74722fcaccf30821e322aeb7fcb8dda6", "observationId": "3976bc9da8033443", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/74722fcaccf30821e322aeb7fcb8dda6?observation=3976bc9da8033443", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "find", "title": "instagram-profile / find / natgeo-verified", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer correctly reports @natgeo is verified, quotes the exact bio from retrieved data, and ends with 'Actor: apify/instagram-profile-scraper' as required.", "timestamp": "2026-10-11T04:17:07.466Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer correctly reports @natgeo is verified, quotes the exact bio from retrieved data, and ends with 'Actor: apify/instagram-profile-scraper' as required.", "timestamp": "2026-10-11T04:17:07.429Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-profile-scraper", "timestamp": "2026-10-11T04:17:07.395Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-11T04:17:07.357Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:17:07.323Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent found the correct actor, ran it with proper inputs, used the retrieved data accurately, and fulfilled all task requirements.", "timestamp": "2026-10-11T04:17:07.284Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-11T04:17:07.238Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer correctly reports @natgeo is verified, quotes the exact bio from retrieved data, and ends with 'Actor: apify/instagram-profile-scraper' as required.", "timestamp": "2026-10-11T04:17:07.198Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: search, fetch details, run actor, get results — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-11T04:17:07.148Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the biography and verified status from the dataset item returned by the actor: verified=true and biography='Step into wonder and find your inner explorer with National Geographic 🌎'.", "timestamp": "2026-10-11T04:17:07.112Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed {\"usernames\":[\"natgeo\"],\"includeAboutSection\":true} to the actor, which matches the required input schema, and requested only the relevant fields (username, verified, biography) when fetching dataset items.", "timestamp": "2026-10-11T04:17:07.075Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly searched for an Instagram profile scraper, found apify/instagram-profile-scraper, fetched its details, ran it, and retrieved dataset items — all appropriate tools for the task.", "timestamp": "2026-10-11T04:17:07.030Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:09:12.954Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-11T04:09:12.920Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:09:12.880Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-profile-scraper\"", "timestamp": "2026-10-11T04:09:12.806Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-11T04:09:12.726Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer correctly reports @natgeo is verified, quotes the exact bio from retrieved data, and ends with 'Actor: apify/instagram-profile-scraper' as required." }, { "scenarioId": "instagram-post-scraper-usage-natgeo-three-posts", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:08:42.615Z", "day": "2026-10-11", "traceId": "c4583a4d968758e5b43213cd2fd5a01a", "observationId": "c2ea100120792757", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c4583a4d968758e5b43213cd2fd5a01a?observation=c2ea100120792757", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "use", "title": "instagram-post / use / natgeo-three-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 9 numbers not in Actor output: 2", "timestamp": "2026-10-11T04:17:10.261Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 9 numbers not in Actor output: 2", "timestamp": "2026-10-11T04:17:10.165Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-11T04:17:10.129Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-11T04:17:10.093Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 9 numbers not in Actor output: 2", "timestamp": "2026-10-11T04:17:10.041Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-11T04:17:09.948Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence of each caption and the like count for all 3 posts from @natgeo with pinned posts skipped, fulfilling the task; however, the grounded check flags 1 of 9 numbers as not in Actor output, indicating a minor grounding issue, though the reported numbers (14623, 60435, 10608) all appear in the dataset preview.", "timestamp": "2026-10-11T04:17:09.907Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run actor, get dataset items — no redundant calls.", "timestamp": "2026-10-11T04:17:09.873Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and reported captions and like counts directly from the tool results (14623, 60435, 10608 all appear in the preview), with no invented data except the grounded check flags one number '2' not in Actor output — but this appears to be a minor discrepancy in the grounded check rather than a fabricated number in the final answer.", "timestamp": "2026-10-11T04:17:09.840Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=['natgeo'], resultsLimit=3, skipPinnedPosts=true, and dataDetailLevel='basicData', all of which are correct and match the task requirements.", "timestamp": "2026-10-11T04:17:09.800Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-11T04:17:09.762Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:09:23.675Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-11T04:09:23.641Z", "metadata": {} }, "check.grounded": { "value": 0.889, "stringValue": null, "comment": "FAIL: 1 of 9 numbers not in Actor output: 2", "timestamp": "2026-10-11T04:09:23.604Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-11T04:09:23.567Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-11T04:09:23.532Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-11T04:09:23.497Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-11T04:09:23.462Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:09:23.420Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-11T04:09:23.378Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 9 numbers not in Actor output: 2" }, { "scenarioId": "instagram-post-scraper-discovery-natgeo-latest-post", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:09:02.278Z", "day": "2026-10-11", "traceId": "d37c78f36dc83d112706253368e08844", "observationId": "9ce9ca1f36496a62", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d37c78f36dc83d112706253368e08844?observation=9ce9ca1f36496a62", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "find", "title": "instagram-post / find / natgeo-latest-post", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence of the caption ('Presented by @Rolex.') and the comment count (571), and ended with 'Actor: apify/instagram-post-scraper' as required.", "timestamp": "2026-10-11T04:17:00.512Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence of the caption ('Presented by @Rolex.') and the comment count (571), and ended with 'Actor: apify/instagram-post-scraper' as required.", "timestamp": "2026-10-11T04:17:00.476Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-11T04:17:00.437Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-11T04:17:00.396Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:17:00.356Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered, ran, and reported results from apify/instagram-post-scraper.", "timestamp": "2026-10-11T04:17:00.322Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-11T04:17:00.289Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence of the caption ('Presented by @Rolex.') and the comment count (571), and ended with 'Actor: apify/instagram-post-scraper' as required.", "timestamp": "2026-10-11T04:17:00.252Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search, fetch details, call actor, get dataset items) with no redundant steps.", "timestamp": "2026-10-11T04:17:00.179Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual retrieved data from the dataset (caption and commentsCount=571) rather than inventing values.", "timestamp": "2026-10-11T04:17:00.145Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-post-scraper with username=['natgeo'] and resultsLimit=1, which correctly targets the @natgeo profile and limits to 1 post.", "timestamp": "2026-10-11T04:17:00.106Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for Instagram scrapers, found apify/instagram-post-scraper, fetched its details, ran it, and retrieved dataset items — all appropriate tools for the task.", "timestamp": "2026-10-11T04:17:00.064Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:09:49.886Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-11T04:09:49.841Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:09:49.809Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-post-scraper\"", "timestamp": "2026-10-11T04:09:49.775Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-11T04:09:49.697Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence of the caption ('Presented by @Rolex.') and the comment count (571), and ended with 'Actor: apify/instagram-post-scraper' as required." }, { "scenarioId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:09:12.984Z", "day": "2026-10-11", "traceId": "06357ce23152648f2637b02236e90043", "observationId": "07caefb570a9bc14", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/06357ce23152648f2637b02236e90043?observation=07caefb570a9bc14", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "use", "title": "instagram-hashtag / use / nasa-keyword-reels", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check items: 6 items, expected at most 5", "timestamp": "2026-10-11T04:17:01.659Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check items: 6 items, expected at most 5", "timestamp": "2026-10-11T04:17:01.571Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-11T04:17:01.527Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-11T04:17:01.452Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check items: 6 items, expected at most 5", "timestamp": "2026-10-11T04:17:01.413Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-11T04:17:01.372Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered 5 reels with first sentences and like counts grounded in real data, fulfilling the task requirements despite the keywordSearch flag being set incorrectly on the successful run.", "timestamp": "2026-10-11T04:17:01.336Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two actor runs — the first failed due to keywordSearch=true returning no items, requiring a second run; this was a reasonable recovery path though it added one extra run.", "timestamp": "2026-10-11T04:17:01.299Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first run with keywordSearch=true returned an error ('no_items'), the agent correctly retried with keywordSearch=false and successfully retrieved 5 reels.", "timestamp": "2026-10-11T04:17:01.261Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned (grounded check PASS), reporting real captions and like counts from the retrieved data.", "timestamp": "2026-10-11T04:17:01.225Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first run correctly set keywordSearch=true but failed; the second run used keywordSearch=false (flagged as FAIL by deterministic check keywordMode), though it did set resultsType='reels' and resultsLimit=5 correctly.", "timestamp": "2026-10-11T04:17:01.181Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-11T04:17:01.138Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:10:08.954Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: items", "timestamp": "2026-10-11T04:10:08.918Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 10 numbers found in Actor output", "timestamp": "2026-10-11T04:10:08.882Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 6 items, expected at most 5", "timestamp": "2026-10-11T04:10:08.843Z", "metadata": {} }, "check.fiveResults": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): resultsLimit", "timestamp": "2026-10-11T04:10:08.809Z", "metadata": {} }, "check.reelsType": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): resultsType", "timestamp": "2026-10-11T04:10:08.773Z", "metadata": {} }, "check.keywordMode": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/instagram-hashtag-scraper: keywordSearch = false (expected true)", "timestamp": "2026-10-11T04:10:08.733Z", "metadata": {} }, "check.keywordInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): hashtags[0]", "timestamp": "2026-10-11T04:10:08.695Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:10:08.615Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-10-11T04:10:08.532Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "keywordMode" ], "judgeComment": "FAIL: check items: 6 items, expected at most 5" }, { "scenarioId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:09:14.133Z", "day": "2026-10-11", "traceId": "9b27d8f697e8700a8bc9c70ea402e570", "observationId": "e9ab01730981e131", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9b27d8f697e8700a8bc9c70ea402e570?observation=e9ab01730981e131", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "find", "title": "instagram-hashtag / find / nasa-hashtag", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used data-slayer/instagram-hashtag-posts-reels-scraper-no-login; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-11T04:16:57.943Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used data-slayer/instagram-hashtag-posts-reels-scraper-no-login; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-11T04:16:57.863Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "data-slayer/instagram-hashtag-posts-reels-scraper-no-login", "comment": "Actors the agent ran: data-slayer/instagram-hashtag-posts-reels-scraper-no-login", "timestamp": "2026-10-11T04:16:57.818Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-11T04:16:57.783Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-11T04:16:57.745Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used data-slayer/instagram-hashtag-posts-reels-scraper-no-login; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-11T04:16:57.714Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-11T04:16:57.678Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 5 real Instagram posts tagged #nasa with account names and post descriptions grounded in retrieved data, fulfilling the task requirements, though it used a non-intended actor (data-slayer instead of apify/instagram-hashtag-scraper).", "timestamp": "2026-10-11T04:16:57.642Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls (search-actors, call-actor, get-dataset-items) in a direct sequence with no redundant steps.", "timestamp": "2026-10-11T04:16:57.606Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly used the returned fields (creator_username, caption_text, like_count, comment_count, post_url) to populate the final answer, matching the preview data exactly.", "timestamp": "2026-10-11T04:16:57.573Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with {hashtag: 'nasa', maxResults: 5}, which matches the actor's required input schema (hashtag is required, maxResults is an integer), and the run succeeded with 5 items.", "timestamp": "2026-10-11T04:16:57.536Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors to find an Instagram hashtag scraper and selected data-slayer/instagram-hashtag-posts-reels-scraper-no-login, which is a valid hashtag scraper but not the intended apify/instagram-hashtag-scraper; the rightActor check is FAIL per the deterministic facts.", "timestamp": "2026-10-11T04:16:57.493Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:09:49.898Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-11T04:09:49.829Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:09:49.786Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-hashtag-scraper\"", "timestamp": "2026-10-11T04:09:49.702Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used data-slayer/instagram-hashtag-posts-reels-scraper-no-login; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-11T04:09:49.617Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "data-slayer/instagram-hashtag-posts-reels-scraper-no-login", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used data-slayer/instagram-hashtag-posts-reels-scraper-no-login; expected apify/instagram-hashtag-scraper" }, { "scenarioId": "facebook-posts-scraper-usage-nasa-engagement", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:09:19.336Z", "day": "2026-10-11", "traceId": "b6557968b73ee0b979563af097ea98b3", "observationId": "5f95b9985dd335c8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b6557968b73ee0b979563af097ea98b3?observation=5f95b9985dd335c8", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "use", "title": "facebook-posts / use / nasa-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 7 numbers not in Actor output: 36,000", "timestamp": "2026-10-11T04:16:58.902Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 7 numbers not in Actor output: 36,000", "timestamp": "2026-10-11T04:16:58.816Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-11T04:16:58.780Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:16:58.748Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 7 numbers not in Actor output: 36,000", "timestamp": "2026-10-11T04:16:58.713Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-11T04:16:58.672Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported first sentences and total reaction counts for all 5 posts, but the grounded check FAIL indicates the number 36,000 (mentioned in the closing summary) was not directly in the Actor output — the agent computed a sum (36,485) correctly but then also wrote 'over 36,000' as a rounded approximation that doesn't match any field value, causing the grounding failure.", "timestamp": "2026-10-11T04:16:58.632Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch details, run actor, get results — no redundant calls.", "timestamp": "2026-10-11T04:16:58.593Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and used the actual text and reaction counts from the tool results; however, the grounded check flags 36,000 as not present in the Actor output — the actual sum of reactions for post 2 is 36,485 (28923+6270+450+711+119+10+2=36,485), but the agent also mentioned 'over 36,000' in the summary which is a rounded figure not directly in the data.", "timestamp": "2026-10-11T04:16:58.555Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed startUrls with the NASA Facebook URL and resultsLimit=5, matching the schema requirements perfectly.", "timestamp": "2026-10-11T04:16:58.511Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-11T04:16:58.478Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:09:55.259Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-11T04:09:55.215Z", "metadata": {} }, "check.grounded": { "value": 0.857, "stringValue": null, "comment": "FAIL: 1 of 7 numbers not in Actor output: 36,000", "timestamp": "2026-10-11T04:09:55.178Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-11T04:09:55.139Z", "metadata": {} }, "check.fivePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-11T04:09:55.104Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-11T04:09:55.058Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:09:55.025Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-11T04:09:54.982Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{2,}/", "timestamp": "2026-10-11T04:09:54.931Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 7 numbers not in Actor output: 36,000" }, { "scenarioId": "facebook-posts-scraper-discovery-nasa-page", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:09:23.706Z", "day": "2026-10-11", "traceId": "366dd647c50d87db226961a259794f7c", "observationId": "0b3667701eed8a13", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/366dd647c50d87db226961a259794f7c?observation=0b3667701eed8a13", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "find", "title": "facebook-posts / find / nasa-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides all 5 posts with their text content and reaction counts (likes field used as total reactions), fulfilling the task requirements completely.", "timestamp": "2026-10-11T04:16:53.277Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides all 5 posts with their text content and reaction counts (likes field used as total reactions), fulfilling the task requirements completely.", "timestamp": "2026-10-11T04:16:53.236Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/facebook-posts-scraper", "timestamp": "2026-10-11T04:16:53.200Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-11T04:16:53.161Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:16:53.126Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered the right actor, called it with proper arguments, retrieved real data, and presented a complete answer.", "timestamp": "2026-10-11T04:16:53.088Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-11T04:16:53.049Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides all 5 posts with their text content and reaction counts (likes field used as total reactions), fulfilling the task requirements completely.", "timestamp": "2026-10-11T04:16:53.015Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls: search-actors, fetch-actor-details, call-actor, and get-dataset-items, which is a direct and efficient path to completing the task.", "timestamp": "2026-10-11T04:16:52.962Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly used the text, likes, and reaction counts from the tool results to populate the final answer, matching the preview data exactly.", "timestamp": "2026-10-11T04:16:52.926Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with startUrls containing the NASA Facebook URL and resultsLimit set to 5, which are the correct required fields per the input schema.", "timestamp": "2026-10-11T04:16:52.894Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/facebook-posts-scraper, the intended actor for extracting Facebook page posts, confirmed by the deterministic rightActor check passing.", "timestamp": "2026-10-11T04:16:52.862Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:10:02.113Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-11T04:10:02.075Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:10:02.029Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-posts-scraper\"", "timestamp": "2026-10-11T04:10:01.948Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-11T04:10:01.842Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides all 5 posts with their text content and reaction counts (likes field used as total reactions), fulfilling the task requirements completely." }, { "scenarioId": "facebook-groups-scraper-usage-recent-activity", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:09:49.920Z", "day": "2026-10-11", "traceId": "3f0faee7ae1b411926718f6e5d9d2dab", "observationId": "5172e1fc1d8b1244", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3f0faee7ae1b411926718f6e5d9d2dab?observation=5172e1fc1d8b1244", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "use", "title": "facebook-groups / use / recent-activity", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 3 of 13 numbers not in Actor output: 268, 270, 285", "timestamp": "2026-10-11T04:16:51.391Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 3 of 13 numbers not in Actor output: 268, 270, 285", "timestamp": "2026-10-11T04:16:51.308Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-11T04:16:51.272Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:16:51.236Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 3 of 13 numbers not in Actor output: 268, 270, 285", "timestamp": "2026-10-11T04:16:51.195Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-11T04:16:51.148Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported post text and comment counts, but fabricated specific member counts (268, 270, 285 names) that were not in the retrieved data, making the answer partially grounded but containing invented numbers.", "timestamp": "2026-10-11T04:16:51.116Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run actor, retrieve dataset items — no unnecessary repetition.", "timestamp": "2026-10-11T04:16:51.084Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved the dataset items and used the actual post text ('Let's welcome our new members!') and commentsCount=0 from the data, but invented the member counts (268, 270, 285) which are not present in the Actor output — confirmed by the grounded FAIL check showing 3 numbers not in Actor output.", "timestamp": "2026-10-11T04:16:51.044Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/facebook-groups-scraper with startUrls set to the correct group URL, resultsLimit=3, and viewOption='RECENT_ACTIVITY', all matching the task requirements.", "timestamp": "2026-10-11T04:16:51.005Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-11T04:16:50.971Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:10:22.944Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-11T04:10:22.910Z", "metadata": {} }, "check.grounded": { "value": 0.769, "stringValue": null, "comment": "FAIL: 3 of 13 numbers not in Actor output: 268, 270, 285", "timestamp": "2026-10-11T04:10:22.870Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-11T04:10:22.832Z", "metadata": {} }, "check.sortOrder": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): viewOption", "timestamp": "2026-10-11T04:10:22.792Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-11T04:10:22.752Z", "metadata": {} }, "check.groupUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-11T04:10:22.719Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:10:22.683Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-10-11T04:10:22.634Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 3 of 13 numbers not in Actor output: 268, 270, 285" }, { "scenarioId": "facebook-groups-scraper-discovery-public-group-posts", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:09:49.934Z", "day": "2026-10-11", "traceId": "3146f66a3605869ce6b879c3d2fb6604", "observationId": "4d4c5467492cb641", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3146f66a3605869ce6b879c3d2fb6604?observation=4d4c5467492cb641", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "find", "title": "facebook-groups / find / public-group-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-11T04:16:47.167Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-11T04:16:47.088Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "memo23/facebook-public-group-posts-scraper", "comment": "Actors the agent ran: memo23/facebook-public-group-posts-scraper", "timestamp": "2026-10-11T04:16:47.052Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-11T04:16:47.015Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-11T04:16:46.976Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-11T04:16:46.939Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-11T04:16:46.901Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 3 posts with accurate descriptions based on real retrieved data, identified the group name, and ended with the required 'Actor: memo23/facebook-public-group-posts-scraper' line, fulfilling the task requirements.", "timestamp": "2026-10-11T04:16:46.863Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search-actors, fetch-actor-details, call-actor, and get-dataset-items, which is a direct and efficient path with no redundant calls.", "timestamp": "2026-10-11T04:16:46.828Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run result initially showed itemCount:0 with a note that counts can lag, and the agent correctly followed the nextStep instruction to fetch dataset items, which returned 3 items successfully.", "timestamp": "2026-10-11T04:16:46.789Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual retrieved dataset items to describe the posts, correctly identifying them as welcome posts for new members with timestamps drawn from the real data (e.g., October 10, 2026 at 20:11 UTC matches the time field '2026-10-10T20:11:27.000Z').", "timestamp": "2026-10-11T04:16:46.746Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with startUrls containing the correct group URL, maxItems:3, and viewOption:'CHRONOLOGICAL', which are all appropriate inputs for retrieving the 3 most recent posts.", "timestamp": "2026-10-11T04:16:46.710Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for Facebook group scrapers and selected memo23/facebook-public-group-posts-scraper, which is a functional actor for the task, though the expected actor was apify/facebook-groups-scraper. The selected actor did succeed and return data.", "timestamp": "2026-10-11T04:16:46.673Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:10:39.929Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-11T04:10:39.894Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:10:39.816Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-groups-scraper\"", "timestamp": "2026-10-11T04:10:39.771Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-11T04:10:39.682Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "memo23/facebook-public-group-posts-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper" }, { "scenarioId": "facebook-ads-scraper-usage-nike-last-30-days", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:09:55.303Z", "day": "2026-10-11", "traceId": "2ef41798ee3e4cfbcce0c2189b381d73", "observationId": "5fc80ba4bd385ed5", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2ef41798ee3e4cfbcce0c2189b381d73?observation=5fc80ba4bd385ed5", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "use", "title": "facebook-ads / use / nike-last-30-days", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check shape: answer does not match /\\d+/", "timestamp": "2026-10-11T04:16:46.943Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check shape: answer does not match /\\d+/", "timestamp": "2026-10-11T04:16:46.790Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-11T04:16:46.740Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:16:46.703Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check shape: answer does not match /\\d+/", "timestamp": "2026-10-11T04:16:46.665Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-11T04:16:46.626Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns while still exploring the data with jq commands and never produced a final answer reporting the ad count, body text, and reach data — the shape check FAIL confirms no numeric answer was given.", "timestamp": "2026-10-11T04:16:46.595Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made multiple jq queries to explore the data structure (checking keys, then trying dot-notation vs bracket-notation fields), which added some redundancy, but the overall approach was reasonable given the large output file.", "timestamp": "2026-10-11T04:16:46.558Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When get-dataset-items returned a file too large to display, the agent correctly pivoted to using Bash/jq to extract specific fields from the saved file, which was a reasonable recovery strategy.", "timestamp": "2026-10-11T04:16:46.522Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved real data from the dataset (20 items confirmed by facts), and the jq queries showed real ad body texts like 'Bring sports more fully into your day with the Nike App.' and EU reach data of 8125717 from the first get-dataset-items call, but the agent ran out of turns before producing a final answer using this data.", "timestamp": "2026-10-11T04:16:46.487Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with startUrls=[{url:'https://www.facebook.com/nike'}], resultsLimit:20, isDetailsPerAd:true, onlyAdsNewerThan:'30 days' — all correct parameters matching the task requirements, confirmed by deterministic checks passing.", "timestamp": "2026-10-11T04:16:46.454Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected fetch-actor-details to understand the schema, then call-actor with apify/facebook-ads-scraper, and get-dataset-items to retrieve results — all appropriate tools for the task.", "timestamp": "2026-10-11T04:16:46.416Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:11:34.804Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape", "timestamp": "2026-10-11T04:11:34.769Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-11T04:11:34.732Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-11T04:11:34.696Z", "metadata": {} }, "check.detailsFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): isDetailsPerAd", "timestamp": "2026-10-11T04:11:34.650Z", "metadata": {} }, "check.twentyAds": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-11T04:11:34.614Z", "metadata": {} }, "check.dateRange": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): onlyAdsNewerThan", "timestamp": "2026-10-11T04:11:34.578Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-11T04:11:34.541Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:11:34.469Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-ads-scraper", "timestamp": "2026-10-11T04:11:34.434Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\d+/", "timestamp": "2026-10-11T04:11:34.373Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "shape" ], "judgeComment": "FAIL: check shape: answer does not match /\\d+/" }, { "scenarioId": "facebook-ads-scraper-discovery-nike-ad-library", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:10:02.145Z", "day": "2026-10-11", "traceId": "4f93b2b6070423c45239c0355491e403", "observationId": "be76a445aa8d1d5d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4f93b2b6070423c45239c0355491e403?observation=be76a445aa8d1d5d", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "find", "title": "facebook-ads / find / nike-ad-library", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used unseenuser/meta-ads, dami_studio/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-11T04:16:44.673Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used unseenuser/meta-ads, dami_studio/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-11T04:16:44.589Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "unseenuser/meta-ads", "comment": "Actors the agent ran: unseenuser/meta-ads, dami_studio/meta-ads-library-scraper", "timestamp": "2026-10-11T04:16:44.552Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-11T04:16:44.518Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:16:44.465Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used unseenuser/meta-ads, dami_studio/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-11T04:16:44.427Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-11T04:16:44.360Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 10 active Nike ads and provided a real example body text from the data, but used the wrong actor (not apify/facebook-ads-scraper) and did not use the facebook.com/nike URL as specified in the task; the namedActor check is FAIL.", "timestamp": "2026-10-11T04:16:44.318Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 6 tool calls: search, fetch-actor-details for unseenuser, call-actor (failed), fetch-actor-details for dami_studio, call-actor (succeeded), get-dataset-items — reasonably direct given the first actor failure.", "timestamp": "2026-10-11T04:16:44.274Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When unseenuser/meta-ads failed with a paid-plan error, the agent correctly pivoted to try dami_studio/meta-ads-library-scraper, which succeeded with 10 items.", "timestamp": "2026-10-11T04:16:44.221Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly quoted real ad body text from the retrieved data (e.g., 'Bring sports more fully into your day with the Nike App.'), which matches the tool result preview.", "timestamp": "2026-10-11T04:16:44.187Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "For dami_studio/meta-ads-library-scraper, the agent used advertiserPageIds=['15087023444'] (Nike's page ID), activeStatus='active', maxResults=10, which are well-formed and appropriate inputs for the task.", "timestamp": "2026-10-11T04:16:44.110Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Meta Ad Library scrapers and found relevant actors, but chose unseenuser/meta-ads first (which failed due to paid plan requirement) and then dami_studio/meta-ads-library-scraper instead of the intended apify/facebook-ads-scraper; the rightActor check is FAIL.", "timestamp": "2026-10-11T04:16:44.063Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:10:58.762Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-11T04:10:58.723Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:10:58.688Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-ads-scraper\"", "timestamp": "2026-10-11T04:10:58.601Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used unseenuser/meta-ads, dami_studio/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-11T04:10:58.511Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "unseenuser/meta-ads", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used unseenuser/meta-ads, dami_studio/meta-ads-library-scraper; expected apify/facebook-ads-scraper" }, { "scenarioId": "tripadvisor-usage-rome-restaurants", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:10:08.986Z", "day": "2026-10-11", "traceId": "1b173f4c3f2cd2eb67c62abc1d2ffa8b", "observationId": "b7df8e6f0afaa290", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1b173f4c3f2cd2eb67c62abc1d2ffa8b?observation=b7df8e6f0afaa290", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "use", "title": "tripadvisor / use / rome-restaurants", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The facts confirm 10 dataset items were retrieved, but the agent reported only 9 restaurants (the dataset preview showed 10 items with itemCount=10 yet totalItemCount=9, causing confusion); the agent correctly identified Cipasso as top-rated with rating 4.9 and provided cuisine, price range, and rating for all listed restaurants, satisfying the core task requirements.", "timestamp": "2026-10-11T04:16:40.105Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The facts confirm 10 dataset items were retrieved, but the agent reported only 9 restaurants (the dataset preview showed 10 items with itemCount=10 yet totalItemCount=9, causing confusion); the agent correctly identified Cipasso as top-rated with rating 4.9 and provided cuisine, price range, and rating for all listed restaurants, satisfying the core task requirements.", "timestamp": "2026-10-11T04:16:40.070Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-11T04:16:40.028Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:16:39.982Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent selected the right actor, used correct inputs, grounded its answer in retrieved data, and reported cuisine type, price range, and rating for the top restaurants in Rome.", "timestamp": "2026-10-11T04:16:39.948Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-11T04:16:39.905Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The facts confirm 10 dataset items were retrieved, but the agent reported only 9 restaurants (the dataset preview showed 10 items with itemCount=10 yet totalItemCount=9, causing confusion); the agent correctly identified Cipasso as top-rated with rating 4.9 and provided cuisine, price range, and rating for all listed restaurants, satisfying the core task requirements.", "timestamp": "2026-10-11T04:16:39.870Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent fetched actor details once, called the actor once, polled three times (reasonable given the ~147s run time), then fetched dataset items once — a direct and efficient path.", "timestamp": "2026-10-11T04:16:39.834Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly used the returned fields (name, cuisines, priceLevel, rating, rankingPosition) to populate the final answer table — no data was invented.", "timestamp": "2026-10-11T04:16:39.793Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the Actor with query='Rome', maxItemsPerQuery=10, includeRestaurants=true, includeHotels=false, includeAttractions=false, which correctly targets restaurants in Rome with a cap of 10.", "timestamp": "2026-10-11T04:16:39.757Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the maxcopell/tripadvisor Actor and retrieving results.", "timestamp": "2026-10-11T04:16:39.715Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:13:02.496Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-11T04:13:02.453Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-10-11T04:13:02.419Z", "metadata": {} }, "check.ratingField": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-11T04:13:02.382Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-11T04:13:02.345Z", "metadata": {} }, "check.restaurantsMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeRestaurants", "timestamp": "2026-10-11T04:13:02.305Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:13:02.265Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-11T04:13:02.179Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[3-5]\\.\\d\\b/", "timestamp": "2026-10-11T04:13:02.093Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The facts confirm 10 dataset items were retrieved, but the agent reported only 9 restaurants (the dataset preview showed 10 items with itemCount=10 yet totalItemCount=9, causing confusion); the agent correctly identified Cipasso as top-rated with rating 4.9 and provided cuisine, price range, and rating for all listed restaurants, satisfying the core task requirements." }, { "scenarioId": "tripadvisor-discovery-barcelona-attractions", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:10:16.891Z", "day": "2026-10-11", "traceId": "f1699009fc05ff0df39097fd8c1ac907", "observationId": "7e01da798b8bd95e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f1699009fc05ff0df39097fd8c1ac907?observation=7e01da798b8bd95e", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "find", "title": "tripadvisor / find / barcelona-attractions", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent produced a comparison table of 9-10 Barcelona attractions with ratings and review counts from retrieved TripAdvisor data, ending with 'Actor: maxcopell/tripadvisor' as required.", "timestamp": "2026-10-11T04:16:33.287Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent produced a comparison table of 9-10 Barcelona attractions with ratings and review counts from retrieved TripAdvisor data, ending with 'Actor: maxcopell/tripadvisor' as required.", "timestamp": "2026-10-11T04:16:33.229Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: maxcopell/tripadvisor", "timestamp": "2026-10-11T04:16:33.194Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-11T04:16:33.124Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:16:33.079Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor selected, inputs well-formed, data properly utilized, efficient execution, and task fully completed with the required attribution line.", "timestamp": "2026-10-11T04:16:33.036Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-11T04:16:33.005Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a comparison table of 9-10 Barcelona attractions with ratings and review counts from retrieved TripAdvisor data, ending with 'Actor: maxcopell/tripadvisor' as required.", "timestamp": "2026-10-11T04:16:32.964Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed three get-actor-run polls because the run took ~3 minutes, but each poll was necessary given the run was still in progress; no redundant or wasteful calls were made.", "timestamp": "2026-10-11T04:16:32.922Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned name, rating, numberOfReviews, and rankingPosition fields to populate the comparison table.", "timestamp": "2026-10-11T04:16:32.877Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed query='Barcelona', maxItemsPerQuery=10, includeAttractions=true, includeRestaurants=false, includeHotels=false — all well-formed and appropriate for the task.", "timestamp": "2026-10-11T04:16:32.845Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used maxcopell/tripadvisor (not the -reviews sibling) which supports attractions scraping, as confirmed by the PASS on rightActor.", "timestamp": "2026-10-11T04:16:32.807Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:13:44.143Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-11T04:13:44.107Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:13:44.038Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /maxcopell/tripadvisor(?!-)/", "timestamp": "2026-10-11T04:13:44.001Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-11T04:13:43.922Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent produced a comparison table of 9-10 Barcelona attractions with ratings and review counts from retrieved TripAdvisor data, ending with 'Actor: maxcopell/tripadvisor' as required." }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:10:22.980Z", "day": "2026-10-11", "traceId": "d16cb97c32a587f3a40e8e8f18f4fb1c", "observationId": "751a3d301a673207", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d16cb97c32a587f3a40e8e8f18f4fb1c?observation=751a3d301a673207", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-11T04:16:35.101Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:16:35.006Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The Actor ran for over 3 minutes with status 'Nothing extracted yet' and no useful error message explaining why AI Mode was failing or stalling, leaving the agent unable to diagnose or fix the issue. A clearer error or timeout message from the Actor would have helped the agent recover correctly rather than switching to the wrong country code.", "timestamp": "2026-10-11T04:16:34.966Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 0, "stringValue": null, "comment": "call-actor: data/waitSecs must be <= 45", "timestamp": "2026-10-11T04:16:34.930Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never obtained any AI Mode answer text or source count for the UK query; all runs either aborted or were still running with 0 items when the session ended, so the task was not completed.", "timestamp": "2026-10-11T04:16:34.896Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 3 Actor runs (exceeding the expected maximum of 2) and spent excessive time polling a stalled run before aborting, then made a misguided recovery attempt with wrong country code, and the session timed out before completion.", "timestamp": "2026-10-11T04:16:34.848Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the first run timed out/aborted, the agent's recovery was to switch to countryCode='us' rather than retrying with the correct 'gb' setting, which is a poor recovery strategy that deviates from the task requirements.", "timestamp": "2026-10-11T04:16:34.806Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "No dataset items were ever returned (0 items across all runs), so there was no retrieved data to utilize; the agent never reported any AI Mode answer text or source count.", "timestamp": "2026-10-11T04:16:34.758Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first run correctly set countryCode='gb', aiModeSearch.enableAiMode=true, and maxPagesPerQuery=1; however after aborting, the agent switched to countryCode='us' instead of retrying with 'gb', which is incorrect for the UK requirement. The deterministic check confirms country FAIL on both non-first runs.", "timestamp": "2026-10-11T04:16:34.720Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema and call-actor/get-actor-run/abort-actor-run to manage the Actor run, all appropriate tools for this task.", "timestamp": "2026-10-11T04:16:34.667Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out; Actor run 3gYzzYVhYfkJv4A0k (apify/google-search-scraper) ABORTED", "timestamp": "2026-10-11T04:15:23.655Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-11T04:15:23.619Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 0 items ok", "timestamp": "2026-10-11T04:15:23.578Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 3 run(s): maxPagesPerQuery", "timestamp": "2026-10-11T04:15:23.542Z", "metadata": {} }, "check.country": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: countryCode = \"us\" (expected \"gb\"); apify/google-search-scraper: countryCode = \"us\" (expected \"gb\")", "timestamp": "2026-10-11T04:15:23.506Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s)", "timestamp": "2026-10-11T04:15:23.470Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-10-11T04:15:23.388Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-11T04:15:23.351Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-11T04:15:23.280Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "schemaValidity", "country", "ranOk" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:10:39.970Z", "day": "2026-10-11", "traceId": "d928cb43c0022fe90081763368cccd50", "observationId": "953e91ededdedc16", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d928cb43c0022fe90081763368cccd50?observation=953e91ededdedc16", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported 9 organic results and the top 3 domains (leasingmarkt.de, insta-drive.com, toyota.de) with titles, all grounded in the retrieved dataset.", "timestamp": "2026-10-11T04:16:31.084Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported 9 organic results and the top 3 domains (leasingmarkt.de, insta-drive.com, toyota.de) with titles, all grounded in the retrieved dataset.", "timestamp": "2026-10-11T04:16:31.033Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-11T04:16:30.988Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:16:30.953Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first get-dataset-items call with fields='organicResults.title,organicResults.url,organicResults.position' returned empty items ({}), suggesting the dot-notation field projection did not work as expected for nested array fields, requiring a second call without field filtering to get the data.", "timestamp": "2026-10-11T04:16:30.913Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-11T04:16:30.877Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported 9 organic results and the top 3 domains (leasingmarkt.de, insta-drive.com, toyota.de) with titles, all grounded in the retrieved dataset.", "timestamp": "2026-10-11T04:16:30.843Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 4 tool calls: fetch-actor-details, call-actor, get-dataset-items (with fields that failed), and get-dataset-items (without fields that succeeded) — the extra call was necessary due to the field projection issue, making the path reasonably efficient.", "timestamp": "2026-10-11T04:16:30.806Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with fields projection returned empty items ({}), so the agent immediately retried without field filtering and successfully retrieved the full data.", "timestamp": "2026-10-11T04:16:30.755Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and directly cited the organic results count (9) and top 3 domains (leasingmarkt.de, insta-drive.com, toyota.de) from the actual tool response data.", "timestamp": "2026-10-11T04:16:30.719Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed queries='elektroauto leasing', maxPagesPerQuery=1, countryCode='de', languageCode='de', and searchLanguage='de', all appropriate for German Google results.", "timestamp": "2026-10-11T04:16:30.685Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to understand the schema and then call-actor with apify/google-search-scraper, followed by get-dataset-items to retrieve results.", "timestamp": "2026-10-11T04:16:30.649Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:11:27.000Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-11T04:11:26.964Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-11T04:11:26.926Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-11T04:11:26.890Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-11T04:11:26.857Z", "metadata": {} }, "check.lang": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): languageCode", "timestamp": "2026-10-11T04:11:26.820Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-11T04:11:26.785Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-11T04:11:26.751Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:11:26.681Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-11T04:11:26.596Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent correctly reported 9 organic results and the top 3 domains (leasingmarkt.de, insta-drive.com, toyota.de) with titles, all grounded in the retrieved dataset." }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:10:58.796Z", "day": "2026-10-11", "traceId": "57a4336a97b295e459120932559c9736", "observationId": "d0df237b3254525c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/57a4336a97b295e459120932559c9736?observation=d0df237b3254525c", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned organic search results with titles, URLs, and snippets for the query 'apify web scraping' from the first page only, and correctly ended with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-11T04:16:29.116Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned organic search results with titles, URLs, and snippets for the query 'apify web scraping' from the first page only, and correctly ended with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-11T04:16:29.080Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-10-11T04:16:29.040Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-11T04:16:29.004Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:16:28.968Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first get-dataset-items call with fields='organicResults.position,organicResults.title,organicResults.url,organicResults.description' returned an empty item {}, suggesting the dot-notation field projection did not work correctly for nested array fields, requiring a second unfiltered call to retrieve the data.", "timestamp": "2026-10-11T04:16:28.934Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-11T04:16:28.891Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned organic search results with titles, URLs, and snippets for the query 'apify web scraping' from the first page only, and correctly ended with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-11T04:16:28.850Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: search-actors, fetch-actor-details, call-actor, and two get-dataset-items calls (the second needed because the first field-projected call returned empty items), which is reasonably efficient with only one minor retry.", "timestamp": "2026-10-11T04:16:28.817Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with projected fields returned an empty item ({}), so the agent made a second call without field projection to successfully retrieve the full data.", "timestamp": "2026-10-11T04:16:28.782Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and presented organic results with titles, URLs, and snippets directly from the tool output, including results from apify.com, github.com/apify, reddit.com, youtube.com, and aws.amazon.com.", "timestamp": "2026-10-11T04:16:28.737Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with queries='apify web scraping' and maxPagesPerQuery=1, which correctly limits to the first results page as required by the task.", "timestamp": "2026-10-11T04:16:28.694Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for 'Google Search' actors and correctly identified and used apify/google-search-scraper, which is the intended actor for scraping Google Search organic results.", "timestamp": "2026-10-11T04:16:28.651Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:11:42.898Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-11T04:11:42.861Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:11:42.827Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-11T04:11:42.746Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-11T04:11:42.672Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned organic search results with titles, URLs, and snippets for the query 'apify web scraping' from the first page only, and correctly ended with 'Actor: apify/google-search-scraper' as required." }, { "scenarioId": "google-maps-contact-details-usage-toronto-roofers", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:11:27.029Z", "day": "2026-10-11", "traceId": "af13c6fdc45f5920f4856ce8aa57c335", "observationId": "d214760a03dbdfe7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/af13c6fdc45f5920f4856ce8aa57c335?observation=d214760a03dbdfe7", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "use", "title": "google-maps-contact-details / use / toronto-roofers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 7 of 10 items missing emails", "timestamp": "2026-10-11T04:16:23.165Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 7 of 10 items missing emails", "timestamp": "2026-10-11T04:16:23.086Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-11T04:16:23.041Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-11T04:16:22.998Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 7 of 10 items missing emails", "timestamp": "2026-10-11T04:16:22.952Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 0, "stringValue": null, "comment": "get-actor-run: data/waitSecs must be <= 45", "timestamp": "2026-10-11T04:16:22.917Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides all 10 companies with names, websites (where available), emails, and social profiles, and correctly states that 3 out of 10 had email addresses, consistent with the deterministic check showing 7 of 10 missing emails (meaning 3 had them).", "timestamp": "2026-10-11T04:16:22.882Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent fetched actor details once, called the actor once, polled get-actor-run three times (reasonable given the run took ~174 seconds), and fetched dataset items once — a direct and efficient path with no unnecessary repetition.", "timestamp": "2026-10-11T04:16:22.843Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the agent tried waitSecs=60 and received a validation error (max is 45), it immediately retried with waitSecs=45 and successfully obtained the completed run.", "timestamp": "2026-10-11T04:16:22.803Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and directly used the returned data (titles, websites, emails, social profiles) to populate the final answer table, matching the tool result preview exactly.", "timestamp": "2026-10-11T04:16:22.766Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called lukaskrivka/google-maps-with-contact-details with searchStringsArray=['roofing'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=10, language='en', scrapePlaceDetailPage=true, and scrapeSocialMediaProfiles with multiple platforms enabled — all sensible and correct inputs for the task.", "timestamp": "2026-10-11T04:16:22.727Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the specified Actor and retrieving results.", "timestamp": "2026-10-11T04:16:22.684Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:14:44.193Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-11T04:14:44.155Z", "metadata": {} }, "check.count": { "value": 1, "stringValue": null, "comment": "PASS (warn): answer matches /[0-9]/", "timestamp": "2026-10-11T04:14:44.119Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 7 of 10 items missing emails", "timestamp": "2026-10-11T04:14:44.081Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-11T04:14:44.041Z", "metadata": {} }, "check.socials": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): scrapeSocialMediaProfiles", "timestamp": "2026-10-11T04:14:44.005Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-11T04:14:43.969Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:14:43.932Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-11T04:14:43.888Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "schemaValidity", "fields" ], "judgeComment": "FAIL: check fields: 7 of 10 items missing emails" }, { "scenarioId": "google-maps-contact-details-discovery-toronto-roofers-emails", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:11:34.839Z", "day": "2026-10-11", "traceId": "4584410a78e93103f02d4f9a3d5d456b", "observationId": "7c4142b3bc9aca2d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4584410a78e93103f02d4f9a3d5d456b?observation=7c4142b3bc9aca2d", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "find", "title": "google-maps-contact-details / find / toronto-roofers-emails", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used compass/crawler-google-places; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-11T04:16:23.697Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used compass/crawler-google-places; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-11T04:16:23.610Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "compass/crawler-google-places", "comment": "Actors the agent ran: compass/crawler-google-places", "timestamp": "2026-10-11T04:16:23.571Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-11T04:16:23.513Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:16:23.476Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used compass/crawler-google-places; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-11T04:16:23.429Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-11T04:16:23.393Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task asked for 10 roofing companies but only 8 were returned (run was still RUNNING and incomplete); the wrong actor was used (rightActor FAIL, namedActor FAIL); and the final answer names compass/crawler-google-places instead of the expected lukaskrivka/google-maps-with-contact-details.", "timestamp": "2026-10-11T04:16:23.353Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls in a logical sequence: search, fetch details, call actor, poll run, get items — no redundant steps.", "timestamp": "2026-10-11T04:16:23.313Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run remained in RUNNING status after two polling attempts; the agent proceeded to fetch dataset items anyway and worked with the partial 8-item result rather than waiting or retrying, which is a reasonable pragmatic choice given the data was available.", "timestamp": "2026-10-11T04:16:23.274Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the dataset items returned by get-dataset-items to list companies and count emails, accurately reflecting the 8 items with email fields shown in the tool result.", "timestamp": "2026-10-11T04:16:23.242Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed sensible inputs: searchStringsArray=['roofing'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=10, scrapeContacts=true, language='en' — these are well-formed for the chosen actor.", "timestamp": "2026-10-11T04:16:23.208Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent saw lukaskrivka/google-maps-with-contact-details in the search results (the correct actor for extracting emails by visiting business websites) but chose compass/crawler-google-places instead, which is a plain Maps scraper that requires a paid add-on for contact enrichment.", "timestamp": "2026-10-11T04:16:23.166Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:13:15.602Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-11T04:13:15.569Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): compass/crawler-google-places run mdOSg1R2Xrf9CVHV2: RUNNING", "timestamp": "2026-10-11T04:13:15.513Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"lukaskrivka/google-maps-with-contact-details\"", "timestamp": "2026-10-11T04:13:15.476Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used compass/crawler-google-places; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-11T04:13:15.436Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "compass/crawler-google-places", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used compass/crawler-google-places; expected lukaskrivka/google-maps-with-contact-details" }, { "scenarioId": "google-maps-reviews-usage-ritz-trend", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:11:42.929Z", "day": "2026-10-11", "traceId": "c6bfb172a3d831ec0ed876d71b3c156c", "observationId": "ec86276e93104aaf", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c6bfb172a3d831ec0ed876d71b3c156c?observation=ec86276e93104aaf", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "use", "title": "google-maps-reviews / use / ritz-trend", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported averages for newest 15 (4.38) vs previous 15 (3.89) and stated the trend is UP, but the averages were computed only over reviews with non-null stars (13 and 9 respectively) rather than over all 15 in each group — this is a reasonable approach given missing data, and the math checks out: newest 15 sum=5+5+5+4+2+4+5+2+5+5+5+5+5=57 (13 reviews, avg=4.38✓); previous 15 sum=5+1+2+5+5+5+2+5+5=35 (9 reviews, avg=3.89✓). The task is substantially completed with a clear trend direction.", "timestamp": "2026-10-11T04:16:20.977Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported averages for newest 15 (4.38) vs previous 15 (3.89) and stated the trend is UP, but the averages were computed only over reviews with non-null stars (13 and 9 respectively) rather than over all 15 in each group — this is a reasonable approach given missing data, and the math checks out: newest 15 sum=5+5+5+4+2+4+5+2+5+5+5+5+5=57 (13 reviews, avg=4.38✓); previous 15 sum=5+1+2+5+5+5+2+5+5=35 (9 reviews, avg=3.89✓). The task is substantially completed with a clear trend direction.", "timestamp": "2026-10-11T04:16:20.941Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-11T04:16:20.906Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:16:20.869Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly identified the actor, ran it with proper inputs, handled missing star ratings gracefully, and delivered a complete trend analysis consistent with the retrieved data.", "timestamp": "2026-10-11T04:16:20.833Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-11T04:16:20.740Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported averages for newest 15 (4.38) vs previous 15 (3.89) and stated the trend is UP, but the averages were computed only over reviews with non-null stars (13 and 9 respectively) rather than over all 15 in each group — this is a reasonable approach given missing data, and the math checks out: newest 15 sum=5+5+5+4+2+4+5+2+5+5+5+5+5=57 (13 reviews, avg=4.38✓); previous 15 sum=5+1+2+5+5+5+2+5+5=35 (9 reviews, avg=3.89✓). The task is substantially completed with a clear trend direction.", "timestamp": "2026-10-11T04:16:20.702Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence (fetch details → run actor → get items) with no redundant steps.", "timestamp": "2026-10-11T04:16:20.666Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "9 of 30 items were missing stars (confirmed by deterministic check); the agent acknowledged the null values and computed averages only over reviews with ratings, which is a reasonable handling strategy.", "timestamp": "2026-10-11T04:16:20.629Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned (30 reviews with stars and publishedAtDate fields) to compute averages, not invented data.", "timestamp": "2026-10-11T04:16:20.592Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed maxReviews=30, reviewsSort='newest', and a valid Google Maps search URL for the Ritz-Carlton Chicago, matching all task requirements.", "timestamp": "2026-10-11T04:16:20.554Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-11T04:16:20.514Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:12:27.051Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-11T04:12:27.017Z", "metadata": {} }, "check.stars": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 9 of 30 items missing stars", "timestamp": "2026-10-11T04:12:26.978Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 30 items ok", "timestamp": "2026-10-11T04:12:26.942Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxReviews", "timestamp": "2026-10-11T04:12:26.904Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:12:26.866Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-reviews-scraper", "timestamp": "2026-10-11T04:12:26.791Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[1-5](\\.\\d+)?\\b/", "timestamp": "2026-10-11T04:12:26.707Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "stars" ], "judgeComment": "PASS: The agent reported averages for newest 15 (4.38) vs previous 15 (3.89) and stated the trend is UP, but the averages were computed only over reviews with non-null stars (13 and 9 respectively) rather than over all 15 in each group — this is a reasonable approach given missing data, and the math checks out: newest 15 sum=5+5+5+4+2+4+5+2+5+5+5+5+5=57 (13 reviews, avg=4.38✓); previous 15 sum=5+1+2+5+5+5+2+5+5=35 (9 reviews, avg=3.89✓). The task is substantially completed with a clear trend direction." }, { "scenarioId": "google-maps-reviews-discovery-ritz", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:12:27.085Z", "day": "2026-10-11", "traceId": "6873c1da7b9c7664c38497a064fd31b9", "observationId": "a4db62f421ac1a32", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6873c1da7b9c7664c38497a064fd31b9?observation=a4db62f421ac1a32", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "find", "title": "google-maps-reviews / find / ritz", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides a well-organized summary of complaints and praises grounded in the 30 retrieved reviews, and ends with exactly one line 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-10-11T04:16:18.810Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides a well-organized summary of complaints and praises grounded in the 30 retrieved reviews, and ends with exactly one line 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-10-11T04:16:18.777Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-11T04:16:18.746Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-11T04:16:18.716Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:16:18.673Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the correct actor, used well-formed inputs, utilized the retrieved data accurately, and produced a complete answer fulfilling all task requirements.", "timestamp": "2026-10-11T04:16:18.635Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-11T04:16:18.601Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides a well-organized summary of complaints and praises grounded in the 30 retrieved reviews, and ends with exactly one line 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-10-11T04:16:18.559Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search-actors, fetch-actor-details, call-actor, get-dataset-items) in a logical sequence with no redundant calls or backtracking.", "timestamp": "2026-10-11T04:16:18.523Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 30 dataset items and grounded the summary in actual review text visible in the preview (e.g., Agnes at front desk, Dale, racial bias umbrella incident, doorman complaint, breakfast quality, Lake Michigan views), directly referencing content from the scraped reviews.", "timestamp": "2026-10-11T04:16:18.484Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed a valid Google Maps search URL for Ritz-Carlton Chicago, set maxReviews to 30, reviewsSort to 'newest', and language to 'en' — all appropriate inputs for the task.", "timestamp": "2026-10-11T04:16:18.400Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used compass/Google-Maps-Reviews-Scraper, the intended actor for scraping Google Maps reviews, confirmed by the deterministic rightActor PASS check.", "timestamp": "2026-10-11T04:16:18.304Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:13:12.606Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-11T04:13:12.572Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:13:12.482Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"compass/google-maps-reviews-scraper\"", "timestamp": "2026-10-11T04:13:12.442Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-11T04:13:12.367Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides a well-organized summary of complaints and praises grounded in the 30 retrieved reviews, and ends with exactly one line 'Actor: compass/Google-Maps-Reviews-Scraper' as required." }, { "scenarioId": "google-maps-extractor-usage-toronto-plumbers", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:13:02.528Z", "day": "2026-10-11", "traceId": "4ef00123a0c38749a820de8c89be3702", "observationId": "95d7a31d4ad63d62", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4ef00123a0c38749a820de8c89be3702?observation=95d7a31d4ad63d62", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "use", "title": "google-maps-extractor / use / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 2 of 15 items missing address", "timestamp": "2026-10-11T04:16:10.788Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 2 of 15 items missing address", "timestamp": "2026-10-11T04:16:10.712Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-11T04:16:10.681Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-11T04:16:10.644Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 2 of 15 items missing address", "timestamp": "2026-10-11T04:16:10.610Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-11T04:16:10.580Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned all 15 plumbers with name, address (or noted unavailable), phone, and star rating, stated the count of 15, and correctly identified the 5 highest-rated plumbers tied at 5.0 stars — fully fulfilling the task.", "timestamp": "2026-10-11T04:16:10.546Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence (fetch schema, run actor, get results) with no redundant calls.", "timestamp": "2026-10-11T04:16:10.507Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "Two items had null addresses (confirmed by the fields FAIL check); the agent handled this gracefully by noting 'Address not available' for those two entries.", "timestamp": "2026-10-11T04:16:10.471Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 16 numbers in the answer were found in Actor output, and the agent directly used the dataset items returned by get-dataset-items rather than inventing values.", "timestamp": "2026-10-11T04:16:10.439Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=[\"plumbers\"], locationQuery=\"Toronto, Canada\", maxCrawledPlacesPerSearch=15, and language=\"en\" — all well-formed and matching the schema requirements.", "timestamp": "2026-10-11T04:16:10.404Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with compass/google-maps-extractor, then get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-11T04:16:10.368Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:13:35.899Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-11T04:13:35.858Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 16 numbers found in Actor output", "timestamp": "2026-10-11T04:13:35.814Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /[1-5][.][0-9]/", "timestamp": "2026-10-11T04:13:35.777Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 15 items missing address", "timestamp": "2026-10-11T04:13:35.741Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 15 items ok", "timestamp": "2026-10-11T04:13:35.706Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-11T04:13:35.668Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:13:35.594Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-extractor", "timestamp": "2026-10-11T04:13:35.505Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 2 of 15 items missing address" }, { "scenarioId": "google-maps-extractor-discovery-toronto-plumbers", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:13:12.636Z", "day": "2026-10-11", "traceId": "1a44b3e446f9a9883e5fb0c5c709b17f", "observationId": "709025e898c8b9d6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1a44b3e446f9a9883e5fb0c5c709b17f?observation=709025e898c8b9d6", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "find", "title": "google-maps-extractor / find / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides exactly 15 plumber listings from Toronto with name, address, phone, website, and rating, no reviews included, and ends with the required 'Actor: compass/crawler-google-places' line.", "timestamp": "2026-10-11T04:16:11.241Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides exactly 15 plumber listings from Toronto with name, address, phone, website, and rating, no reviews included, and ends with the required 'Actor: compass/crawler-google-places' line.", "timestamp": "2026-10-11T04:16:11.209Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/crawler-google-places", "timestamp": "2026-10-11T04:16:11.150Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-11T04:16:11.095Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:16:11.059Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly discovered the Actor, used appropriate inputs, retrieved real data, handled the initial search failure gracefully, and delivered a complete answer matching all task requirements.", "timestamp": "2026-10-11T04:16:11.025Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-11T04:16:10.992Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides exactly 15 plumber listings from Toronto with name, address, phone, website, and rating, no reviews included, and ends with the required 'Actor: compass/crawler-google-places' line.", "timestamp": "2026-10-11T04:16:10.954Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: one failed search, one successful search, one fetch-actor-details, one call-actor, and one get-dataset-items — a reasonably direct path with only one retry needed.", "timestamp": "2026-10-11T04:16:10.918Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first search-actors call returned no results for 'Toronto plumbers business directory', and the agent immediately retried with the broader keyword 'Google Maps', successfully finding the right Actor.", "timestamp": "2026-10-11T04:16:10.881Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 15 dataset items via get-dataset-items and directly presented the title, address, phone, website, and totalScore fields from the actual API response in the final answer.", "timestamp": "2026-10-11T04:16:10.849Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called compass/crawler-google-places with searchStringsArray=['plumber'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=15, language='en', and maxReviews=0, which are all well-formed and appropriate inputs for the task.", "timestamp": "2026-10-11T04:16:10.816Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors to find Google Maps scrapers, then fetch-actor-details to understand the input schema, then call-actor with compass/crawler-google-places, and finally get-dataset-items to retrieve results — all appropriate tools for this task.", "timestamp": "2026-10-11T04:16:10.783Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:14:02.394Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-11T04:14:02.321Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:14:02.281Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /compass/(google-maps-extractor|crawler-google-places)/", "timestamp": "2026-10-11T04:14:02.193Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-11T04:14:02.095Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides exactly 15 plumber listings from Toronto with name, address, phone, website, and rating, no reviews included, and ends with the required 'Actor: compass/crawler-google-places' line." }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:13:15.641Z", "day": "2026-10-11", "traceId": "feac2d239c7902f836cf80a8beb57428", "observationId": "71e0deaf1ee5d366", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/feac2d239c7902f836cf80a8beb57428?observation=71e0deaf1ee5d366", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified Jedno kafe as the highest-rated (4.9 stars) with its details.", "timestamp": "2026-10-11T04:16:08.847Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified Jedno kafe as the highest-rated (4.9 stars) with its details.", "timestamp": "2026-10-11T04:16:08.805Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-11T04:16:08.768Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:16:08.736Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor used, inputs well-formed, results grounded in retrieved data, no errors, efficient plan, and task fully completed.", "timestamp": "2026-10-11T04:16:08.698Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-11T04:16:08.666Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified Jedno kafe as the highest-rated (4.9 stars) with its details.", "timestamp": "2026-10-11T04:16:08.631Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls: fetch schema, run actor, get results — a direct and minimal path with no redundant calls.", "timestamp": "2026-10-11T04:16:08.600Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "All names, addresses, phone numbers, and ratings in the final answer match the dataset items returned by get-dataset-items, confirmed by the grounded check passing.", "timestamp": "2026-10-11T04:16:08.569Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=['coffee shop'], locationQuery='Prague, Czech Republic', maxCrawledPlacesPerSearch=10, placeMinimumStars='four', and language='en' — all well-formed and appropriate for the task.", "timestamp": "2026-10-11T04:16:08.486Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for discovering the actor schema, running it, and retrieving results.", "timestamp": "2026-10-11T04:16:08.411Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:14:09.245Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-11T04:14:09.209Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 4 numbers found in Actor output", "timestamp": "2026-10-11T04:14:09.174Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-11T04:14:09.139Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-11T04:14:09.103Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-11T04:14:09.069Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:14:09.033Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-11T04:14:08.962Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-11T04:14:08.885Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified Jedno kafe as the highest-rated (4.9 stars) with its details." }, { "scenarioId": "crawler-google-places-discovery-miami-gyms", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:13:35.934Z", "day": "2026-10-11", "traceId": "370f2e04d5b8905838068bb5937ab6fd", "observationId": "fbe52c13ceab83a8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/370f2e04d5b8905838068bb5937ab6fd?observation=fbe52c13ceab83a8", "subject": "compass/crawler-google-places", "owner": "google", "skill": "find", "title": "crawler-google-places / find / miami-gyms", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used gio21/gym-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-11T04:16:08.962Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used gio21/gym-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-11T04:16:08.868Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "gio21/gym-scraper", "comment": "Actors the agent ran: gio21/gym-scraper", "timestamp": "2026-10-11T04:16:08.837Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-11T04:16:08.789Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:16:08.753Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used gio21/gym-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-11T04:16:08.718Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-11T04:16:08.686Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required tracking and comparing the top 20 gyms in Miami with actual rating, review count, and opening hours data, but the agent only returned mock sample data and could not fulfill the comparison requirement with real data.", "timestamp": "2026-10-11T04:16:08.653Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search-actors, fetch-actor-details, call-actor, get-dataset-items) in a logical sequence without unnecessary repetition.", "timestamp": "2026-10-11T04:16:08.586Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the dataset returned only mock data due to free tier limitations, the agent acknowledged this clearly and explained what a paid account would return, rather than fabricating real gym data.", "timestamp": "2026-10-11T04:16:08.552Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent correctly identified that the returned data was mock/sample data (all 5 items had _mock=true) and did not present it as real Miami gym data, instead explaining the limitation honestly.", "timestamp": "2026-10-11T04:16:08.515Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called gio21/gym-scraper with searchTerm='gyms', location='Miami, FL', maxPages=2, which are well-formed and sensible inputs for the chosen actor.", "timestamp": "2026-10-11T04:16:08.483Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for 'Google Maps gyms' and selected gio21/gym-scraper instead of the intended compass/crawler-google-places, which is a wrong actor choice per the deterministic check rightActor=FAIL.", "timestamp": "2026-10-11T04:16:08.410Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:14:11.850Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-11T04:14:11.813Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:14:11.778Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"compass/crawler-google-places\"", "timestamp": "2026-10-11T04:14:11.740Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used gio21/gym-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-11T04:14:11.701Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "gio21/gym-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used gio21/gym-scraper; expected compass/crawler-google-places" }, { "scenarioId": "contact-info-scraper-usage-two-domains-shallow", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:13:44.180Z", "day": "2026-10-11", "traceId": "e5a1ea5a8661306813e69ee004a89522", "observationId": "9f7822c157830748", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e5a1ea5a8661306813e69ee004a89522?observation=9f7822c157830748", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "use", "title": "contact-info / use / two-domains-shallow", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-11T04:16:00.404Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-11T04:16:00.214Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-11T04:16:00.173Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-11T04:16:00.139Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-11T04:16:00.104Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-11T04:16:00.014Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported emails and social profiles per domain from actual retrieved data; however, the deterministic check 'fields' FAILED because 2 of 2 items were missing the 'url' field and 1 of 2 items was missing 'emails', indicating the output data was incomplete, though the agent faithfully reported what was returned (notion.so had no emails found).", "timestamp": "2026-10-11T04:15:59.904Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent fetched Actor details once, ran both Actors in parallel, then fetched both datasets — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-11T04:15:59.871Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first run (apify.com) returned itemCount:0 in the summary but the agent correctly followed the hint to fetch dataset items anyway and retrieved the actual item; no errors occurred that required recovery beyond this.", "timestamp": "2026-10-11T04:15:59.835Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from both runs and reported the actual data returned (hello@apify.com, LinkedIn/Twitter/YouTube/TikTok/Discord for apify.com; only YouTube for notion.so), directly matching the tool results without inventing data.", "timestamp": "2026-10-11T04:15:59.803Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed startUrls, maxDepth:1, mergeContacts:true, sameDomain:true, and proxyConfig correctly for both runs, matching the task requirement of crawling no deeper than one level.", "timestamp": "2026-10-11T04:15:59.743Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used vdrmota/contact-info-scraper, which is exactly the Actor named in the prompt, and fetched its details first to understand the input schema.", "timestamp": "2026-10-11T04:15:59.708Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:14:43.840Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-11T04:14:43.804Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-11T04:14:43.768Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 2 items ok", "timestamp": "2026-10-11T04:14:43.734Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): maxDepth", "timestamp": "2026-10-11T04:14:43.693Z", "metadata": {} }, "check.urls": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s)", "timestamp": "2026-10-11T04:14:43.657Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:14:43.604Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used vdrmota/contact-info-scraper", "timestamp": "2026-10-11T04:14:43.565Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails" }, { "scenarioId": "contact-info-scraper-discovery-notion-website", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:14:02.426Z", "day": "2026-10-11", "traceId": "3bb047fd96666274689d3d8afb426a0b", "observationId": "52f3059f97b13612", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3bb047fd96666274689d3d8afb426a0b?observation=52f3059f97b13612", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "find", "title": "contact-info / find / notion-website", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-11T04:15:57.442Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-11T04:15:57.316Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "gio21/website-contact-extractor", "comment": "Actors the agent ran: gio21/website-contact-extractor", "timestamp": "2026-10-11T04:15:57.284Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-11T04:15:57.241Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:15:57.206Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-11T04:15:57.171Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-11T04:15:57.134Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned contact info results from the wrong actor (gio21/website-contact-extractor instead of vdrmota/contact-info-scraper), and the namedActor check is FAIL, so the task was not completed as intended even though some data was returned.", "timestamp": "2026-10-11T04:15:57.098Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch details, call actor, get dataset) which is a direct and efficient path for this task.", "timestamp": "2026-10-11T04:15:57.062Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly reported the dataset items returned (emails, phones, addresses, social links, pages scraped) without inventing data.", "timestamp": "2026-10-11T04:15:56.980Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly passed the URL as an array element in the 'websites' field matching the actor's required input schema.", "timestamp": "2026-10-11T04:15:56.943Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for 'contact information scraper' and selected gio21/website-contact-extractor instead of the intended vdrmota/contact-info-scraper; the rightActor check is FAIL, meaning the wrong actor was chosen despite a relevant search.", "timestamp": "2026-10-11T04:15:56.857Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:14:38.564Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-11T04:14:38.523Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:14:38.430Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"vdrmota/contact-info-scraper\"", "timestamp": "2026-10-11T04:14:38.392Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-11T04:14:38.304Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "gio21/website-contact-extractor", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper" }, { "scenarioId": "booking-scraper-usage-amsterdam-three-adults", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:14:09.278Z", "day": "2026-10-11", "traceId": "4c27ca5aa1f5793ec6c2125631e3b4ad", "observationId": "13b7074b729c6554", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4c27ca5aa1f5793ec6c2125631e3b4ad?observation=13b7074b729c6554", "subject": "voyager/booking-scraper", "owner": "google", "skill": "use", "title": "booking / use / amsterdam-three-adults", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer reports all three required items: count (10 hotels), cheapest nightly price ($200.11/night for Hotel Doria), and highest-rated property (Hotel TwentySeven at 9.4/10), all grounded in the retrieved dataset.", "timestamp": "2026-10-11T04:15:59.407Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer reports all three required items: count (10 hotels), cheapest nightly price ($200.11/night for Hotel Doria), and highest-rated property (Hotel TwentySeven at 9.4/10), all grounded in the retrieved dataset.", "timestamp": "2026-10-11T04:15:59.303Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-11T04:15:59.145Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:15:59.106Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, provided correct inputs including the non-default 3 adults, utilized the retrieved data accurately, handled the running state gracefully, followed an efficient plan, and delivered a complete answer.", "timestamp": "2026-10-11T04:15:59.069Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-11T04:15:59.000Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports all three required items: count (10 hotels), cheapest nightly price ($200.11/night for Hotel Doria), and highest-rated property (Hotel TwentySeven at 9.4/10), all grounded in the retrieved dataset.", "timestamp": "2026-10-11T04:15:58.961Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls in a logical sequence: fetch schema, call actor, poll for completion, retrieve items — no redundant or wasted calls.", "timestamp": "2026-10-11T04:15:58.923Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The Actor was still RUNNING after the initial 45-second wait, and the agent correctly polled again with get-actor-run until it SUCCEEDED — no errors occurred beyond the expected wait.", "timestamp": "2026-10-11T04:15:58.882Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and correctly identified Hotel Doria as cheapest ($400.22 total / $200.11 per night) and Hotel TwentySeven as highest-rated (9.4) directly from the returned data.", "timestamp": "2026-10-11T04:15:58.847Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set search='Amsterdam', maxItems=10, checkIn='2026-11-08', checkOut='2026-11-10' (2 nights, ~4 weeks from the run date of 2026-10-11), adults=3, rooms=1 — all correct and matching the task requirements including the non-default 3 adults.", "timestamp": "2026-10-11T04:15:58.811Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with voyager/booking-scraper, followed by get-actor-run and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-11T04:15:58.776Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:15:28.205Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-11T04:15:28.153Z", "metadata": {} }, "check.optFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-11T04:15:28.113Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-11T04:15:28.075Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-11T04:15:28.040Z", "metadata": {} }, "check.adults": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): adults", "timestamp": "2026-10-11T04:15:27.999Z", "metadata": {} }, "check.dates": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-11T04:15:27.966Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxItems", "timestamp": "2026-10-11T04:15:27.932Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:15:27.892Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used voyager/booking-scraper", "timestamp": "2026-10-11T04:15:27.842Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer reports all three required items: count (10 hotels), cheapest nightly price ($200.11/night for Hotel Doria), and highest-rated property (Hotel TwentySeven at 9.4/10), all grounded in the retrieved dataset." }, { "scenarioId": "booking-scraper-discovery-amsterdam-hotels", "experimentId": "e460138b08171c43", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-11T04:14:11.883Z", "day": "2026-10-11", "traceId": "40103d3f0a850b7da67c55d96dd7ef82", "observationId": "2ba01bacf412fb39", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/40103d3f0a850b7da67c55d96dd7ef82?observation=2ba01bacf412fb39", "subject": "voyager/booking-scraper", "owner": "google", "skill": "find", "title": "booking / find / amsterdam-hotels", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-11T04:15:59.889Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-11T04:15:59.806Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "santamaria-automations/booking-com-scraper", "comment": "Actors the agent ran: santamaria-automations/booking-com-scraper", "timestamp": "2026-10-11T04:15:59.771Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-11T04:15:59.737Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-11T04:15:59.701Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-11T04:15:59.202Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-11T04:15:59.142Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned 10 Amsterdam hotels with prices for two nights about a month ahead and correctly identified the cheapest, but used the wrong actor (santamaria-automations/booking-com-scraper instead of voyager/booking-scraper) and the answer names the wrong actor, failing both deterministic checks.", "timestamp": "2026-10-11T04:15:59.099Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch-details, call-actor, get-dataset-items) in a logical sequence with no redundant steps or retries.", "timestamp": "2026-10-11T04:15:59.068Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items and directly used the name, price, price_per_night, and review_score fields from the dataset to populate the final answer, correctly identifying Hotel Van Gogh as cheapest at €172.76.", "timestamp": "2026-10-11T04:15:59.034Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly set destination='Amsterdam', destType='CITY', checkin='2026-11-11', checkout='2026-11-13' (two nights, roughly a month ahead), maxResults=10, and sortBy='PRICE', all well-formed and sensible.", "timestamp": "2026-10-11T04:15:58.997Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Booking.com hotel actors and selected santamaria-automations/booking-com-scraper, which is a functional scraper but not the intended voyager/booking-scraper; the rightActor check is marked FAIL.", "timestamp": "2026-10-11T04:15:58.959Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e460138b08171c43", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-11T04:14:42.941Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-11T04:14:42.905Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-11T04:14:42.868Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"voyager/booking-scraper\"", "timestamp": "2026-10-11T04:14:42.835Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-11T04:14:42.792Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "santamaria-automations/booking-com-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper" }, { "scenarioId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:01:01.250Z", "day": "2026-10-12", "traceId": "7ee288eb63115b919874c90bf13eb414", "observationId": "de0512ead501d3bf", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7ee288eb63115b919874c90bf13eb414?observation=de0512ead501d3bf", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "use", "title": "youtube-shorts / use / mrbeast-top-ten", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:03:24.471Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-12T04:03:24.433Z", "metadata": {} }, "check.grounded": { "value": 0.962, "stringValue": null, "comment": "FAIL (warn): 1 of 26 numbers not in Actor output: 1,800,000,000", "timestamp": "2026-10-12T04:03:24.396Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-12T04:03:24.358Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-12T04:03:24.322Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResultsShorts", "timestamp": "2026-10-12T04:03:24.279Z", "metadata": {} }, "check.sortPopular": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): sortChannelShortsBy", "timestamp": "2026-10-12T04:03:24.241Z", "metadata": {} }, "check.channelInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): channels[0]", "timestamp": "2026-10-12T04:03:24.204Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:03:24.126Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-12T04:03:24.036Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "tiktok-scraper-discovery-cleantok", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:01:01.252Z", "day": "2026-10-12", "traceId": "bf57ed3904d93ac1239b95304eca5e0f", "observationId": "f8edeed5db684702", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/bf57ed3904d93ac1239b95304eca5e0f?observation=f8edeed5db684702", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "find", "title": "tiktok / find / cleantok", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:01:58.708Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-12T04:01:58.673Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:01:58.605Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-scraper\"", "timestamp": "2026-10-12T04:01:58.477Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-12T04:01:58.352Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "youtube-shorts-scraper-discovery-mrbeast-popular", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:01:01.252Z", "day": "2026-10-12", "traceId": "74dbb362db38d13c6901a98d42af55e1", "observationId": "f44bf13a31f9f069", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/74dbb362db38d13c6901a98d42af55e1?observation=f44bf13a31f9f069", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "find", "title": "youtube-shorts / find / mrbeast-popular", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:02:58.065Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-12T04:02:58.002Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{3,}/", "timestamp": "2026-10-12T04:02:57.968Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:02:57.921Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"streamers/youtube-shorts-scraper\"", "timestamp": "2026-10-12T04:02:57.881Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-12T04:02:57.837Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "youtube-scraper-usage-espresso-engagement", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:01:01.252Z", "day": "2026-10-12", "traceId": "aca63c85d56c00e0fc38090bd5e31bf9", "observationId": "e7c0c198099eff59", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/aca63c85d56c00e0fc38090bd5e31bf9?observation=e7c0c198099eff59", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "use", "title": "youtube / use / espresso-engagement", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:02:00.733Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-12T04:02:00.696Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 11 numbers found in Actor output", "timestamp": "2026-10-12T04:02:00.659Z", "metadata": {} }, "check.engagementFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-12T04:02:00.618Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-12T04:02:00.574Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-12T04:02:00.531Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:02:00.487Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-scraper", "timestamp": "2026-10-12T04:02:00.445Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-12T04:02:00.400Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "youtube-scraper-discovery-espresso", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:01:01.252Z", "day": "2026-10-12", "traceId": "63b808c0cabc73f686350a5e659d5852", "observationId": "51ae20f0525cd3ac", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/63b808c0cabc73f686350a5e659d5852?observation=51ae20f0525cd3ac", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "find", "title": "youtube / find / espresso", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:02:05.259Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-12T04:02:05.228Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): api-ninja/youtube-search-scraper run : CALL-FAILED", "timestamp": "2026-10-12T04:02:05.187Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"streamers/youtube-scraper\"", "timestamp": "2026-10-12T04:02:05.149Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-12T04:02:05.108Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "tiktok-scraper-usage-protein-coffee", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:01:01.252Z", "day": "2026-10-12", "traceId": "96fc21adb0bc73c830ec762da2bbcc45", "observationId": "82195ac3c209f84b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/96fc21adb0bc73c830ec762da2bbcc45?observation=82195ac3c209f84b", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "use", "title": "tiktok / use / protein-coffee", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:02:05.705Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-12T04:02:05.665Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 20 numbers found in Actor output", "timestamp": "2026-10-12T04:02:05.634Z", "metadata": {} }, "check.plays": { "value": 1, "stringValue": null, "comment": "PASS (warn): 50 items ok", "timestamp": "2026-10-12T04:02:05.590Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:02:05.551Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-scraper", "timestamp": "2026-10-12T04:02:05.516Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-12T04:02:05.484Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "tiktok-profile-scraper-usage-apifylife-latest-five", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:01:58.909Z", "day": "2026-10-12", "traceId": "8abc7df73558da272ee5e32227bd6e78", "observationId": "dd7c7a5fac4abd57", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8abc7df73558da272ee5e32227bd6e78?observation=dd7c7a5fac4abd57", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "use", "title": "tiktok-profile / use / apifylife-latest-five", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:03:08.046Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-12T04:03:08.009Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 14 numbers found in Actor output", "timestamp": "2026-10-12T04:03:07.971Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-12T04:03:07.938Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 10 items, expected at most 5", "timestamp": "2026-10-12T04:03:07.899Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): clockworks/tiktok-profile-scraper: resultsPerPage = 10 (expected at most 5)", "timestamp": "2026-10-12T04:03:07.862Z", "metadata": {} }, "check.profileInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): profiles[0]", "timestamp": "2026-10-12T04:03:07.782Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:03:07.744Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-12T04:03:07.664Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "cap" ], "judgeComment": null }, { "scenarioId": "tiktok-profile-scraper-discovery-apifylife-followers", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:02:00.883Z", "day": "2026-10-12", "traceId": "0139cba3dacfc5d4377a93d9dcb60462", "observationId": "e168d39a319ba625", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0139cba3dacfc5d4377a93d9dcb60462?observation=e168d39a319ba625", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "find", "title": "tiktok-profile / find / apifylife-followers", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:02:51.982Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-12T04:02:51.945Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{2,}/", "timestamp": "2026-10-12T04:02:51.912Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:02:51.865Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-profile-scraper\"", "timestamp": "2026-10-12T04:02:51.774Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-12T04:02:51.692Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "tiktok-comments-scraper-usage-top-level-only", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:02:05.297Z", "day": "2026-10-12", "traceId": "2431f19b6b4c8233077eca90c28ad35d", "observationId": "bf7f82555697ce16", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2431f19b6b4c8233077eca90c28ad35d?observation=bf7f82555697ce16", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "use", "title": "tiktok-comments / use / top-level-only", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:03:09.788Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-12T04:03:09.706Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 11 numbers found in Actor output", "timestamp": "2026-10-12T04:03:09.675Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-12T04:03:09.640Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-12T04:03:09.603Z", "metadata": {} }, "check.noReplies": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxRepliesPerComment", "timestamp": "2026-10-12T04:03:09.563Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): clockworks/tiktok-comments-scraper: commentsPerPost is missing (expected at most 20)", "timestamp": "2026-10-12T04:03:09.526Z", "metadata": {} }, "check.videoUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): postURLs[0]", "timestamp": "2026-10-12T04:03:09.470Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:03:09.436Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-12T04:03:09.378Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": null }, { "scenarioId": "tiktok-comments-scraper-discovery-video-top-comments", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:02:05.739Z", "day": "2026-10-12", "traceId": "a62a3b1aceecb723a15d9793a466cd97", "observationId": "d23b6e70f9777443", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a62a3b1aceecb723a15d9793a466cd97?observation=d23b6e70f9777443", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "find", "title": "tiktok-comments / find / video-top-comments", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:03:42.252Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-12T04:03:42.219Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-12T04:03:42.187Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:03:42.152Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-comments-scraper\"", "timestamp": "2026-10-12T04:03:42.115Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-12T04:03:42.074Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "indeed-scraper-usage-swe-skills", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:02:52.022Z", "day": "2026-10-12", "traceId": "7eb10b9ca540b8a5b1517cd509f0a23b", "observationId": "39ea94268977bc32", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7eb10b9ca540b8a5b1517cd509f0a23b?observation=39ea94268977bc32", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "use", "title": "indeed / use / swe-skills", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:04:39.918Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-12T04:04:39.879Z", "metadata": {} }, "check.descriptions": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-12T04:04:39.845Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-12T04:04:39.809Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): misceres/indeed-scraper: maxItems is missing (expected at most 20)", "timestamp": "2026-10-12T04:04:39.775Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:04:39.700Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used misceres/indeed-scraper", "timestamp": "2026-10-12T04:04:39.656Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-10-12T04:04:39.564Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": null }, { "scenarioId": "indeed-scraper-discovery-denver-marketing", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:02:58.099Z", "day": "2026-10-12", "traceId": "b81356769a2e736a2cfc021d44f58de4", "observationId": "1403942f9734a644", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b81356769a2e736a2cfc021d44f58de4?observation=1403942f9734a644", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "find", "title": "indeed / find / denver-marketing", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:03:39.539Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-12T04:03:39.503Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:03:39.467Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"misceres/indeed-scraper\"", "timestamp": "2026-10-12T04:03:39.385Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used kaix/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-12T04:03:39.309Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "amazon-reviews-scraper-usage-helpful-thirty", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:03:08.082Z", "day": "2026-10-12", "traceId": "5ab434335848f859830033035d654b6e", "observationId": "6d4b422d2e0085d8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5ab434335848f859830033035d654b6e?observation=6d4b422d2e0085d8", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "use", "title": "amazon-reviews / use / helpful-thirty", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:04:22.305Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, productUrl", "timestamp": "2026-10-12T04:04:22.268Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-12T04:04:22.232Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-12T04:04:22.196Z", "metadata": {} }, "check.sortHelpful": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): sort", "timestamp": "2026-10-12T04:04:22.162Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxReviews", "timestamp": "2026-10-12T04:04:22.123Z", "metadata": {} }, "check.productUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper: productUrls[0].url is missing (expected to match /B0CWXNS552/)", "timestamp": "2026-10-12T04:04:22.087Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-12T04:04:22.017Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-12T04:04:21.940Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "productUrl", "ranOk" ], "judgeComment": null }, { "scenarioId": "amazon-reviews-scraper-discovery-product-complaints", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:03:09.824Z", "day": "2026-10-12", "traceId": "e977a45678263505c123d6a0d68580df", "observationId": "d1f819cf13b223bf", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e977a45678263505c123d6a0d68580df?observation=d1f819cf13b223bf", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "find", "title": "amazon-reviews / find / product-complaints", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:04:13.322Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-12T04:04:13.285Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-12T04:04:13.246Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-reviews-scraper\"", "timestamp": "2026-10-12T04:04:13.206Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-12T04:04:13.168Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": null }, { "scenarioId": "amazon-crawler-usage-earbuds-search-url", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:03:24.509Z", "day": "2026-10-12", "traceId": "5bd3921b2acac3b6f13cc100a00e58f7", "observationId": "fc1b2adaaa09329f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5bd3921b2acac3b6f13cc100a00e58f7?observation=fc1b2adaaa09329f", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "use", "title": "amazon / use / earbuds-search-url", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:04:11.686Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-12T04:04:11.651Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-12T04:04:11.615Z", "metadata": {} }, "check.field": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 1 of 10 items fail price exists undefined", "timestamp": "2026-10-12T04:04:11.577Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-12T04:04:11.541Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxItemsPerStartUrl", "timestamp": "2026-10-12T04:04:11.507Z", "metadata": {} }, "check.searchUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): categoryOrProductUrls[0].url", "timestamp": "2026-10-12T04:04:11.472Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:04:11.401Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-crawler", "timestamp": "2026-10-12T04:04:11.311Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "field" ], "judgeComment": null }, { "scenarioId": "amazon-crawler-discovery-wireless-earbuds", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:03:39.571Z", "day": "2026-10-12", "traceId": "f6fdcf6ec4a82a75e4bc21ad7ccd14b9", "observationId": "49786d7608c07604", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f6fdcf6ec4a82a75e4bc21ad7ccd14b9?observation=49786d7608c07604", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "find", "title": "amazon / find / wireless-earbuds", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:04:11.996Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-12T04:04:11.955Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-12T04:04:11.916Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:04:11.880Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"junglee/amazon-crawler\"", "timestamp": "2026-10-12T04:04:11.849Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used hydrafetch/amazon-product-scraper; expected junglee/amazon-crawler", "timestamp": "2026-10-12T04:04:11.804Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:03:42.283Z", "day": "2026-10-12", "traceId": "73c913507f467eb24864f689b5605b04", "observationId": "8e443c0055fcdba2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/73c913507f467eb24864f689b5605b04?observation=8e443c0055fcdba2", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:07:53.814Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-12T04:07:53.767Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 11 items, expected at most 10", "timestamp": "2026-10-12T04:07:53.674Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true)", "timestamp": "2026-10-12T04:07:53.634Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs is missing (expected to be set)", "timestamp": "2026-10-12T04:07:53.597Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 3 run(s): maxCrawlPages", "timestamp": "2026-10-12T04:07:53.551Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): startUrls[0].url", "timestamp": "2026-10-12T04:07:53.497Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-12T04:07:53.455Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-12T04:07:53.367Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter", "ranOk" ], "judgeComment": null }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:04:11.721Z", "day": "2026-10-12", "traceId": "1a5bb7451898148fb90ee577f82c0eb3", "observationId": "fd80c94f452b7ff8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1a5bb7451898148fb90ee577f82c0eb3?observation=fd80c94f452b7ff8", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:06:39.895Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-12T04:06:39.855Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): subimpact/crawl4ai-llm-scraper: maxCrawlPages is missing (expected at most 20)", "timestamp": "2026-10-12T04:06:39.822Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-12T04:06:39.758Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:06:39.718Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-12T04:06:39.605Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used subimpact/crawl4ai-llm-scraper; expected apify/website-content-crawler", "timestamp": "2026-10-12T04:06:39.536Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "pageCap", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "web-scraper-usage-coinmarketcap-top-ten", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:04:12.026Z", "day": "2026-10-12", "traceId": "d5e32767f01fd91f62d3d28e2783436a", "observationId": "cc62fe75aa6ebf90", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d5e32767f01fd91f62d3d28e2783436a?observation=cc62fe75aa6ebf90", "subject": "apify/web-scraper", "owner": "universe", "skill": "use", "title": "web / use / coinmarketcap-top-ten", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:08:11.919Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-12T04:08:11.880Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\$\\s?\\d[\\d,]*\\.\\d{2}/", "timestamp": "2026-10-12T04:08:11.838Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 3 items ok", "timestamp": "2026-10-12T04:08:11.799Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 4 run(s): maxPagesPerCrawl", "timestamp": "2026-10-12T04:08:11.765Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s): pageFunction", "timestamp": "2026-10-12T04:08:11.730Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s): startUrls[0].url", "timestamp": "2026-10-12T04:08:11.691Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-12T04:08:11.614Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-10-12T04:08:11.539Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": null }, { "scenarioId": "web-scraper-discovery-waterstones-headless", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:04:13.354Z", "day": "2026-10-12", "traceId": "a575a8a24f4d83b1c641a458405d3592", "observationId": "c6a67f4532edef4b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a575a8a24f4d83b1c641a458405d3592?observation=c6a67f4532edef4b", "subject": "apify/web-scraper", "owner": "universe", "skill": "find", "title": "web / find / waterstones-headless", "scores": { "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run oRsO4QR9EcgijKab2 (apify/ai-web-scraper) FAILED", "timestamp": "2026-10-12T04:07:53.439Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor, pageFunction", "timestamp": "2026-10-12T04:07:53.403Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/web-scraper: maxPagesPerCrawl is missing (expected at most 5); apify/web-scraper: maxPagesPerCrawl is missing (expected at most 5); apify/ai-web-scraper: maxPagesPerCrawl is missing (expected at most 5); apify/ai-web-scraper: maxPagesPerCrawl is missing (expected at most 5); shelvick/stealth-browser-agent: maxPagesPerCrawl is missing (expected at most 5)", "timestamp": "2026-10-12T04:07:53.338Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: apify/ai-web-scraper: pageFunction is missing (expected to be set); apify/ai-web-scraper: pageFunction is missing (expected to be set); shelvick/stealth-browser-agent: pageFunction is missing (expected to be set)", "timestamp": "2026-10-12T04:07:53.234Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 5 Actor run(s), expected at most 3", "timestamp": "2026-10-12T04:07:53.150Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/web-scraper\"", "timestamp": "2026-10-12T04:07:53.110Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-10-12T04:07:53.021Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pageCap", "pageFunction", "ranOk", "namedActor" ], "judgeComment": null }, { "scenarioId": "rag-web-browser-usage-sf-startups-markdown", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:04:22.332Z", "day": "2026-10-12", "traceId": "bdd66798d0a3a90760a9ca1b9edbc05d", "observationId": "9f00fb36ee9a9757", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/bdd66798d0a3a90760a9ca1b9edbc05d?observation=9f00fb36ee9a9757", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "use", "title": "rag-web-browser / use / sf-startups-markdown", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:07:34.887Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: sources", "timestamp": "2026-10-12T04:07:34.848Z", "metadata": {} }, "check.sources": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /https?:///", "timestamp": "2026-10-12T04:07:34.799Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-12T04:07:34.758Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxResults", "timestamp": "2026-10-12T04:07:34.696Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): query", "timestamp": "2026-10-12T04:07:34.651Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:07:34.556Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/rag-web-browser", "timestamp": "2026-10-12T04:07:34.482Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "sources" ], "judgeComment": null }, { "scenarioId": "rag-web-browser-discovery-web-search-with-sources", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:04:39.953Z", "day": "2026-10-12", "traceId": "9b157e2564fb808bdf349e41b44e0e1f", "observationId": "33d5ebfbba2ce94f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9b157e2564fb808bdf349e41b44e0e1f?observation=33d5ebfbba2ce94f", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "find", "title": "rag-web-browser / find / web-search-with-sources", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:05:34.989Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, query", "timestamp": "2026-10-12T04:05:34.957Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-10-12T04:05:34.918Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: automation-lab/wikipedia-scraper: query is missing (expected to be set)", "timestamp": "2026-10-12T04:05:34.878Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:05:34.842Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/rag-web-browser\"", "timestamp": "2026-10-12T04:05:34.780Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used automation-lab/wikipedia-scraper; expected apify/rag-web-browser", "timestamp": "2026-10-12T04:05:34.693Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "query", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "cheerio-scraper-usage-foyles-manga-two-hops", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:05:35.018Z", "day": "2026-10-12", "traceId": "c9abbf1fc35d3a6eb055b775f2b615c9", "observationId": "7b9f3dcf3ddb5412", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c9abbf1fc35d3a6eb055b775f2b615c9?observation=7b9f3dcf3ddb5412", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "use", "title": "cheerio / use / foyles-manga-two-hops", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:07:44.922Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-12T04:07:44.888Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 items, expected at least 1", "timestamp": "2026-10-12T04:07:44.853Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 6 run(s): maxPagesPerCrawl", "timestamp": "2026-10-12T04:07:44.817Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 6 run(s): maxCrawlingDepth", "timestamp": "2026-10-12T04:07:44.783Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 6 run(s): pageFunction", "timestamp": "2026-10-12T04:07:44.743Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 6 run(s): startUrls[0].url", "timestamp": "2026-10-12T04:07:44.705Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 6 Actor run(s), expected at most 2", "timestamp": "2026-10-12T04:07:44.623Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/cheerio-scraper", "timestamp": "2026-10-12T04:07:44.545Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "ranOk" ], "judgeComment": null }, { "scenarioId": "cheerio-scraper-discovery-ikea-static-catalog", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:06:39.926Z", "day": "2026-10-12", "traceId": "f02f231b04b94f87f0fc6008133523ce", "observationId": "31616569370c27ec", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f02f231b04b94f87f0fc6008133523ce?observation=31616569370c27ec", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "find", "title": "cheerio / find / ikea-static-catalog", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:07:25.127Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-10-12T04:07:25.093Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): pintostudio/ikea-products-bycategory: maxPagesPerCrawl is missing (expected at most 5)", "timestamp": "2026-10-12T04:07:25.061Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: pintostudio/ikea-products-bycategory: pageFunction is missing (expected to be set)", "timestamp": "2026-10-12T04:07:25.030Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:07:24.992Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/cheerio-scraper\"", "timestamp": "2026-10-12T04:07:24.924Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-12T04:07:24.840Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "pageCap", "pageFunction", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "ai-web-scraper-usage-apify-store-first-page", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:07:25.169Z", "day": "2026-10-12", "traceId": "4e40b09f6fd41a6ae1a0f7802b71134a", "observationId": "157a303514ffd76f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4e40b09f6fd41a6ae1a0f7802b71134a?observation=157a303514ffd76f", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "use", "title": "ai-web / use / apify-store-first-page", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:08:53.095Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-12T04:08:53.059Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-12T04:08:53.022Z", "metadata": {} }, "check.onePage": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper: maxPagesToVisit is missing (expected at most 3)", "timestamp": "2026-10-12T04:08:52.986Z", "metadata": {} }, "check.promptGiven": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): prompt", "timestamp": "2026-10-12T04:08:52.955Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-12T04:08:52.919Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:08:52.884Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-10-12T04:08:52.846Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "onePage" ], "judgeComment": null }, { "scenarioId": "ai-web-scraper-discovery-climate-articles-three-sites", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:07:34.927Z", "day": "2026-10-12", "traceId": "8263f70e767c9375041919e060f2d225", "observationId": "4b9cf82a4ef46ea7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8263f70e767c9375041919e060f2d225?observation=4b9cf82a4ef46ea7", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "find", "title": "ai-web / find / climate-articles-three-sites", "scores": { "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run tBcwlLT5CeU0KtkKv (proscraper/newsarticlescraper) FAILED; Actor run eJWCucrUKz3yiQcXd (apify/ai-web-scraper) FAILED", "timestamp": "2026-10-12T04:10:01.755Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-12T04:10:01.707Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: maxPagesToVisit is missing (expected at most 20); proscraper/newsarticlescraper: maxPagesToVisit is missing (expected at most 20); proscraper/newsarticlescraper: maxPagesToVisit is missing (expected at most 20); apify/ai-web-scraper: maxPagesToVisit is missing (expected at most 20); apify/ai-web-scraper: maxPagesToVisit is missing (expected at most 20); apify/ai-web-scraper: maxPagesToVisit is missing (expected at most 20)", "timestamp": "2026-10-12T04:10:01.668Z", "metadata": {} }, "check.promptGiven": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: prompt is missing (expected to be set); proscraper/newsarticlescraper: prompt is missing (expected to be set); proscraper/newsarticlescraper: prompt is missing (expected to be set)", "timestamp": "2026-10-12T04:10:01.622Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 7 Actor run(s), expected at most 3", "timestamp": "2026-10-12T04:10:01.584Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/ai-web-scraper\"", "timestamp": "2026-10-12T04:10:01.499Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-10-12T04:10:01.423Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pageCap", "promptGiven", "ranOk" ], "judgeComment": null }, { "scenarioId": "zillow-zip-search-usage-scottsdale", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:07:44.957Z", "day": "2026-10-12", "traceId": "2d7e7158450287ac6a47980473a252b9", "observationId": "3f46b254be398810", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2d7e7158450287ac6a47980473a252b9?observation=3f46b254be398810", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "use", "title": "zillow-zip-search / use / scottsdale", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:08:25.172Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-12T04:08:25.127Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 2 numbers found in Actor output", "timestamp": "2026-10-12T04:08:25.094Z", "metadata": {} }, "check.tenResults": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-12T04:08:25.056Z", "metadata": {} }, "check.priceCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): priceMax", "timestamp": "2026-10-12T04:08:25.016Z", "metadata": {} }, "check.requiredFlags": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-12T04:08:24.974Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:08:24.940Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/zillow-zip-search", "timestamp": "2026-10-12T04:08:24.859Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{1,3},\\d{3}/", "timestamp": "2026-10-12T04:08:24.775Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "zillow-zip-search-discovery-scottsdale", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:07:53.481Z", "day": "2026-10-12", "traceId": "a2da6776bd2d7aa9a066cd7f990dd108", "observationId": "52f8b0794b455150", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a2da6776bd2d7aa9a066cd7f990dd108?observation=52f8b0794b455150", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "find", "title": "zillow-zip-search / find / scottsdale", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:08:36.861Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-12T04:08:36.827Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:08:36.753Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"maxcopell/zillow\"", "timestamp": "2026-10-12T04:08:36.721Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used lergassy/zillow-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-12T04:08:36.639Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:07:53.886Z", "day": "2026-10-12", "traceId": "7e78d8f45fc699581f968c7cc4d7d109", "observationId": "89a1b5be8df8d22e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7e78d8f45fc699581f968c7cc4d7d109?observation=89a1b5be8df8d22e", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:08:50.230Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded, followers", "timestamp": "2026-10-12T04:08:50.194Z", "metadata": {} }, "check.followers": { "value": 0, "stringValue": null, "comment": "FAIL: answer has no value for /([\\d,]{9,})\\s*followers|followers?[^0-9]{0,30}([\\d,]{9,})/", "timestamp": "2026-10-12T04:08:50.159Z", "metadata": {} }, "check.grounded": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 2 numbers not in Actor output: 215,556, 215,000", "timestamp": "2026-10-12T04:08:50.123Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): directUrls[0]", "timestamp": "2026-10-12T04:08:50.089Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:08:50.047Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-10-12T04:08:49.976Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-10-12T04:08:49.893Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "followers", "grounded" ], "judgeComment": null }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:08:11.956Z", "day": "2026-10-12", "traceId": "86c405bf7e68dcc58800a4e18196e8ef", "observationId": "c36568ac9a6c652a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/86c405bf7e68dcc58800a4e18196e8ef?observation=c36568ac9a6c652a", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:08:58.121Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-12T04:08:58.088Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:08:58.049Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-12T04:08:58.009Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-12T04:08:57.967Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:08:25.201Z", "day": "2026-10-12", "traceId": "4f15c1164eaa6d5fcae80d96142a2320", "observationId": "6a18f21fae29cb15", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4f15c1164eaa6d5fcae80d96142a2320?observation=6a18f21fae29cb15", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "use", "title": "instagram-reel / use / natgeo-skip-pinned", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:09:16.775Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-12T04:09:16.741Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 10 numbers found in Actor output", "timestamp": "2026-10-12T04:09:16.696Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-12T04:09:16.657Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-12T04:09:16.625Z", "metadata": {} }, "check.threeReels": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-12T04:09:16.591Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-12T04:09:16.554Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:09:16.476Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-12T04:09:16.385Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:08:36.892Z", "day": "2026-10-12", "traceId": "2db84ec21f0c7ec8f710358bdb1c4266", "observationId": "1a3da3fc568db6d8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2db84ec21f0c7ec8f710358bdb1c4266?observation=1a3da3fc568db6d8", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "find", "title": "instagram-reel / find / natgeo-reels-shares", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:09:52.073Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-12T04:09:52.035Z", "metadata": {} }, "check.sharesFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeSharesCount", "timestamp": "2026-10-12T04:09:51.992Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:09:51.956Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-reel-scraper\"", "timestamp": "2026-10-12T04:09:51.905Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-12T04:09:51.870Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "instagram-profile-scraper-usage-natgeo-about-section", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:08:50.261Z", "day": "2026-10-12", "traceId": "2f784f63d186ba0c3e3b4781d60c6073", "observationId": "661fcd6bf89886ed", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2f784f63d186ba0c3e3b4781d60c6073?observation=661fcd6bf89886ed", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "use", "title": "instagram-profile / use / natgeo-about-section", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:09:48.450Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-12T04:09:48.416Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-12T04:09:48.380Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-12T04:09:48.347Z", "metadata": {} }, "check.aboutSection": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeAboutSection", "timestamp": "2026-10-12T04:09:48.310Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): usernames[0]", "timestamp": "2026-10-12T04:09:48.272Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:09:48.232Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-12T04:09:48.179Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "instagram-profile-scraper-discovery-natgeo-verified", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:08:53.128Z", "day": "2026-10-12", "traceId": "748c49b6fe8d66eab81f84648c214395", "observationId": "5090aed7ff164c26", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/748c49b6fe8d66eab81f84648c214395?observation=5090aed7ff164c26", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "find", "title": "instagram-profile / find / natgeo-verified", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:09:50.676Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-12T04:09:50.641Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:09:50.601Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-profile-scraper\"", "timestamp": "2026-10-12T04:09:50.549Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-12T04:09:50.512Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "instagram-post-scraper-usage-natgeo-three-posts", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:08:58.155Z", "day": "2026-10-12", "traceId": "d5e2eb990b835722b41f24d46c9ebda6", "observationId": "5643690f4f4df6c0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d5e2eb990b835722b41f24d46c9ebda6?observation=5643690f4f4df6c0", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "use", "title": "instagram-post / use / natgeo-three-posts", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:09:43.188Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-12T04:09:43.153Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 8 numbers found in Actor output", "timestamp": "2026-10-12T04:09:43.075Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-12T04:09:43.035Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-12T04:09:42.995Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-12T04:09:42.959Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-12T04:09:42.860Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:09:42.774Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-12T04:09:42.691Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "instagram-post-scraper-discovery-natgeo-latest-post", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:09:16.806Z", "day": "2026-10-12", "traceId": "8b1ee04bd99ab56f3f48acdba50be087", "observationId": "4bf88706e52bd9d1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8b1ee04bd99ab56f3f48acdba50be087?observation=4bf88706e52bd9d1", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "find", "title": "instagram-post / find / natgeo-latest-post", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:10:10.501Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-12T04:10:10.457Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/instagram-post-scraper run : CALL-FAILED", "timestamp": "2026-10-12T04:10:10.420Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-post-scraper\"", "timestamp": "2026-10-12T04:10:10.357Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-12T04:10:10.253Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": null }, { "scenarioId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:09:43.223Z", "day": "2026-10-12", "traceId": "1050b6b9e16e1bfafc11e21a446538b2", "observationId": "40e2fe2f0c72ff37", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1050b6b9e16e1bfafc11e21a446538b2?observation=40e2fe2f0c72ff37", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "use", "title": "instagram-hashtag / use / nasa-keyword-reels", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:10:20.061Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-12T04:10:20.024Z", "metadata": {} }, "check.grounded": { "value": 0, "stringValue": null, "comment": "FAIL: 3 of 3 numbers not in Actor output: 1, 2, 3", "timestamp": "2026-10-12T04:10:19.987Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-12T04:10:19.943Z", "metadata": {} }, "check.fiveResults": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-12T04:10:19.907Z", "metadata": {} }, "check.reelsType": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsType", "timestamp": "2026-10-12T04:10:19.872Z", "metadata": {} }, "check.keywordMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): keywordSearch", "timestamp": "2026-10-12T04:10:19.836Z", "metadata": {} }, "check.keywordInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): hashtags[0]", "timestamp": "2026-10-12T04:10:19.798Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:10:19.718Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-10-12T04:10:19.604Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "grounded" ], "judgeComment": null }, { "scenarioId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:09:48.483Z", "day": "2026-10-12", "traceId": "743343bcc7f8d6953c05f31f5b3a0b41", "observationId": "53749f65f9759fff", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/743343bcc7f8d6953c05f31f5b3a0b41?observation=53749f65f9759fff", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "find", "title": "instagram-hashtag / find / nasa-hashtag", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:10:34.669Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-12T04:10:34.632Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:10:34.596Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-hashtag-scraper\"", "timestamp": "2026-10-12T04:10:34.559Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-12T04:10:34.518Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "facebook-posts-scraper-usage-nasa-engagement", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:09:50.716Z", "day": "2026-10-12", "traceId": "0f056b07d71f5eefd9de8c036d0478c7", "observationId": "232482feafaca20f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0f056b07d71f5eefd9de8c036d0478c7?observation=232482feafaca20f", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "use", "title": "facebook-posts / use / nasa-engagement", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:10:23.096Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-12T04:10:23.039Z", "metadata": {} }, "check.grounded": { "value": 0.929, "stringValue": null, "comment": "FAIL: 1 of 14 numbers not in Actor output: 37,860", "timestamp": "2026-10-12T04:10:23.000Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-12T04:10:22.962Z", "metadata": {} }, "check.fivePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-12T04:10:22.926Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-12T04:10:22.868Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:10:22.824Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-12T04:10:22.787Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{2,}/", "timestamp": "2026-10-12T04:10:22.750Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "facebook-posts-scraper-discovery-nasa-page", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:09:52.106Z", "day": "2026-10-12", "traceId": "1584d26948d162fa64fd3473c10067da", "observationId": "013da4642033e067", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1584d26948d162fa64fd3473c10067da?observation=013da4642033e067", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "find", "title": "facebook-posts / find / nasa-page", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:10:32.708Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-12T04:10:32.670Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:10:32.631Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-posts-scraper\"", "timestamp": "2026-10-12T04:10:32.555Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-12T04:10:32.468Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "facebook-groups-scraper-usage-recent-activity", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:10:01.796Z", "day": "2026-10-12", "traceId": "b5fb57331e6dc946822eac53800a233b", "observationId": "249db15f08d005db", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b5fb57331e6dc946822eac53800a233b?observation=249db15f08d005db", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "use", "title": "facebook-groups / use / recent-activity", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:10:40.989Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-12T04:10:40.952Z", "metadata": {} }, "check.grounded": { "value": 0.889, "stringValue": null, "comment": "FAIL: 1 of 9 numbers not in Actor output: 200", "timestamp": "2026-10-12T04:10:40.917Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-12T04:10:40.879Z", "metadata": {} }, "check.sortOrder": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): viewOption", "timestamp": "2026-10-12T04:10:40.838Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-12T04:10:40.797Z", "metadata": {} }, "check.groupUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-12T04:10:40.726Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:10:40.690Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-10-12T04:10:40.650Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "facebook-groups-scraper-discovery-public-group-posts", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:10:10.687Z", "day": "2026-10-12", "traceId": "33a1f7988aa114b206d2057f798df5eb", "observationId": "1fc378dae0142fde", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/33a1f7988aa114b206d2057f798df5eb?observation=1fc378dae0142fde", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "find", "title": "facebook-groups / find / public-group-posts", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:11:38.323Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-12T04:11:38.287Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:11:38.213Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-groups-scraper\"", "timestamp": "2026-10-12T04:11:38.176Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-10-12T04:11:38.091Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "facebook-ads-scraper-usage-nike-last-30-days", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:10:20.097Z", "day": "2026-10-12", "traceId": "c730a94a83ca9618ba6a8dfdeec26fae", "observationId": "2ac1e10848ae1790", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c730a94a83ca9618ba6a8dfdeec26fae?observation=2ac1e10848ae1790", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "use", "title": "facebook-ads / use / nike-last-30-days", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:11:51.637Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-12T04:11:51.513Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 2 numbers found in Actor output", "timestamp": "2026-10-12T04:11:51.478Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-12T04:11:51.443Z", "metadata": {} }, "check.detailsFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): isDetailsPerAd", "timestamp": "2026-10-12T04:11:51.407Z", "metadata": {} }, "check.twentyAds": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-12T04:11:51.370Z", "metadata": {} }, "check.dateRange": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): onlyAdsNewerThan", "timestamp": "2026-10-12T04:11:51.335Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-12T04:11:51.296Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:11:51.258Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-ads-scraper", "timestamp": "2026-10-12T04:11:51.178Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-12T04:11:51.099Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "facebook-ads-scraper-discovery-nike-ad-library", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:10:23.155Z", "day": "2026-10-12", "traceId": "09bd4516602a34e490f6ddf2a65baaad", "observationId": "9915aa8e1b979754", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/09bd4516602a34e490f6ddf2a65baaad?observation=9915aa8e1b979754", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "find", "title": "facebook-ads / find / nike-ad-library", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:11:58.781Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-12T04:11:58.736Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:11:58.696Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-ads-scraper\"", "timestamp": "2026-10-12T04:11:58.611Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used affiliatescope/meta-ads-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-12T04:11:58.526Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "tripadvisor-usage-rome-restaurants", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:10:32.755Z", "day": "2026-10-12", "traceId": "49d1638fd53ccf96acfb7260c4b05b7a", "observationId": "d9c918c057abc893", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/49d1638fd53ccf96acfb7260c4b05b7a?observation=d9c918c057abc893", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "use", "title": "tripadvisor / use / rome-restaurants", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:13:52.334Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-12T04:13:52.290Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-12T04:13:52.253Z", "metadata": {} }, "check.ratingField": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-12T04:13:52.221Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-12T04:13:52.182Z", "metadata": {} }, "check.restaurantsMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeRestaurants", "timestamp": "2026-10-12T04:13:52.150Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:13:52.108Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-12T04:13:52.037Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[3-5]\\.\\d\\b/", "timestamp": "2026-10-12T04:13:51.938Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "tripadvisor-discovery-barcelona-attractions", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:10:34.703Z", "day": "2026-10-12", "traceId": "6fc7e2f4f9176cf764b3efe4d6673097", "observationId": "f897b519ed7d1372", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6fc7e2f4f9176cf764b3efe4d6673097?observation=f897b519ed7d1372", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "find", "title": "tripadvisor / find / barcelona-attractions", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:13:57.981Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-12T04:13:57.943Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:13:57.905Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /maxcopell/tripadvisor(?!-)/", "timestamp": "2026-10-12T04:13:57.871Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-12T04:13:57.819Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:11:38.355Z", "day": "2026-10-12", "traceId": "e25dd13e215a45e55c72933efaf9490f", "observationId": "4cbea86b31b27e70", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e25dd13e215a45e55c72933efaf9490f?observation=4cbea86b31b27e70", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:12:33.028Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-12T04:12:32.985Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-12T04:12:32.949Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-12T04:12:32.907Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-12T04:12:32.862Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode is missing (expected \"de\")", "timestamp": "2026-10-12T04:12:32.820Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-12T04:12:32.786Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-12T04:12:32.725Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:12:32.667Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-12T04:12:32.556Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:11:51.695Z", "day": "2026-10-12", "traceId": "1a7e663e8295b427cce440a8b3752bfa", "observationId": "8e6c454c8b071529", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1a7e663e8295b427cce440a8b3752bfa?observation=8e6c454c8b071529", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:12:59.685Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-12T04:12:59.645Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:12:59.609Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-12T04:12:59.526Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-12T04:12:59.429Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "google-maps-contact-details-usage-toronto-roofers", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:11:58.813Z", "day": "2026-10-12", "traceId": "e19d336542f834a99e90527b6a67e16c", "observationId": "a4ba4f1bf7dd5b6d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e19d336542f834a99e90527b6a67e16c?observation=a4ba4f1bf7dd5b6d", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "use", "title": "google-maps-contact-details / use / toronto-roofers", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:14:42.449Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, fields", "timestamp": "2026-10-12T04:14:42.414Z", "metadata": {} }, "check.count": { "value": 1, "stringValue": null, "comment": "PASS (warn): answer matches /[0-9]/", "timestamp": "2026-10-12T04:14:42.376Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 1 of 9 items missing emails", "timestamp": "2026-10-12T04:14:42.334Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 9 items ok", "timestamp": "2026-10-12T04:14:42.300Z", "metadata": {} }, "check.socials": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): scrapeSocialMediaProfiles", "timestamp": "2026-10-12T04:14:42.267Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-12T04:14:42.232Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: lukaskrivka/google-maps-with-contact-details run h0vbbgLvgeTM8czEF: RUNNING", "timestamp": "2026-10-12T04:14:42.152Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-12T04:14:42.073Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "ranOk" ], "judgeComment": null }, { "scenarioId": "google-maps-contact-details-discovery-toronto-roofers-emails", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:12:33.061Z", "day": "2026-10-12", "traceId": "85e59f5607cb8ce6eb12d4d257011b77", "observationId": "dfe4bfb2f121d885", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/85e59f5607cb8ce6eb12d4d257011b77?observation=dfe4bfb2f121d885", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "find", "title": "google-maps-contact-details / find / toronto-roofers-emails", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:14:48.693Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-12T04:14:48.650Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:14:48.609Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"lukaskrivka/google-maps-with-contact-details\"", "timestamp": "2026-10-12T04:14:48.573Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-12T04:14:48.541Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "google-maps-reviews-usage-ritz-trend", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:12:59.720Z", "day": "2026-10-12", "traceId": "cc3915084f01c573836858005b73572e", "observationId": "72c9166a3aaa1c54", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/cc3915084f01c573836858005b73572e?observation=72c9166a3aaa1c54", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "use", "title": "google-maps-reviews / use / ritz-trend", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:13:38.559Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-12T04:13:38.523Z", "metadata": {} }, "check.stars": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 9 of 30 items missing stars", "timestamp": "2026-10-12T04:13:38.492Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 30 items ok", "timestamp": "2026-10-12T04:13:38.456Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxReviews", "timestamp": "2026-10-12T04:13:38.421Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:13:38.336Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-reviews-scraper", "timestamp": "2026-10-12T04:13:38.305Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[1-5](\\.\\d+)?\\b/", "timestamp": "2026-10-12T04:13:38.226Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "stars" ], "judgeComment": null }, { "scenarioId": "google-maps-reviews-discovery-ritz", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:13:38.595Z", "day": "2026-10-12", "traceId": "cc82eb383bbe02df095927fc8ae20570", "observationId": "c84868ad98ddbf1d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/cc82eb383bbe02df095927fc8ae20570?observation=c84868ad98ddbf1d", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "find", "title": "google-maps-reviews / find / ritz", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:14:24.304Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-12T04:14:24.267Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): compass/Google-Maps-Reviews-Scraper run : CALL-FAILED", "timestamp": "2026-10-12T04:14:24.194Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"compass/google-maps-reviews-scraper\"", "timestamp": "2026-10-12T04:14:24.120Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-12T04:14:24.034Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": null }, { "scenarioId": "google-maps-extractor-usage-toronto-plumbers", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:13:52.372Z", "day": "2026-10-12", "traceId": "ecce058c94a0273dbfb6258f48d2b4c7", "observationId": "cc12e04ae6cf3e43", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ecce058c94a0273dbfb6258f48d2b4c7?observation=cc12e04ae6cf3e43", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "use", "title": "google-maps-extractor / use / toronto-plumbers", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:14:32.799Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-12T04:14:32.759Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 21 numbers found in Actor output", "timestamp": "2026-10-12T04:14:32.725Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /[1-5][.][0-9]/", "timestamp": "2026-10-12T04:14:32.686Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 15 items missing address", "timestamp": "2026-10-12T04:14:32.647Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 15 items ok", "timestamp": "2026-10-12T04:14:32.611Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-12T04:14:32.565Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:14:32.485Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-extractor", "timestamp": "2026-10-12T04:14:32.407Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": null }, { "scenarioId": "google-maps-extractor-discovery-toronto-plumbers", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:13:58.016Z", "day": "2026-10-12", "traceId": "d0264ea609d5b1459d519e89d1193a8b", "observationId": "f84958c07b676157", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d0264ea609d5b1459d519e89d1193a8b?observation=f84958c07b676157", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "find", "title": "google-maps-extractor / find / toronto-plumbers", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:14:45.322Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-12T04:14:45.291Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:14:45.257Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /compass/(google-maps-extractor|crawler-google-places)/", "timestamp": "2026-10-12T04:14:45.223Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-12T04:14:45.185Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "0d3a181e30f5b74a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:14:24.340Z", "day": "2026-10-12", "traceId": "d454fa2c81674bf77cf5dc53503d0f5b", "observationId": "6cb7a15aaed9cabe", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d454fa2c81674bf77cf5dc53503d0f5b?observation=6cb7a15aaed9cabe", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:15:05.109Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-12T04:15:05.076Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 3 numbers found in Actor output", "timestamp": "2026-10-12T04:15:05.036Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-12T04:15:04.998Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-12T04:15:04.963Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-12T04:15:04.929Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:15:04.895Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-12T04:15:04.820Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-12T04:15:04.736Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:15:35.560Z", "day": "2026-10-12", "traceId": "e0334ca2ebf439356a8bc8c2f6357eee", "observationId": "204cf531911b5785", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e0334ca2ebf439356a8bc8c2f6357eee?observation=204cf531911b5785", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "use", "title": "youtube-shorts / use / mrbeast-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent produced a complete table of all 10 MrBeast Shorts with accurate view and like counts grounded in the retrieved data, fully satisfying the task.", "timestamp": "2026-10-12T04:32:19.618Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent produced a complete table of all 10 MrBeast Shorts with accurate view and like counts grounded in the retrieved data, fully satisfying the task.", "timestamp": "2026-10-12T04:32:19.547Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-12T04:32:19.512Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:32:19.473Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified the actor, supplied proper inputs, retrieved results, and reported all 10 Shorts with accurate view and like counts.", "timestamp": "2026-10-12T04:32:19.437Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-12T04:32:19.388Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a complete table of all 10 MrBeast Shorts with accurate view and like counts grounded in the retrieved data, fully satisfying the task.", "timestamp": "2026-10-12T04:32:19.347Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve items — no redundant calls or retries.", "timestamp": "2026-10-12T04:32:19.309Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 26 numbers in the final answer were found in Actor output, and the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-10-12T04:32:19.266Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called streamers/youtube-shorts-scraper with channels=[\"MrBeast\"], maxResultsShorts=10, and sortChannelShortsBy=\"POPULAR\", matching all required and recommended inputs.", "timestamp": "2026-10-12T04:32:19.231Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-12T04:32:19.182Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:16:21.515Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-12T04:16:21.465Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 26 numbers found in Actor output", "timestamp": "2026-10-12T04:16:21.429Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-12T04:16:21.395Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-12T04:16:21.358Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResultsShorts", "timestamp": "2026-10-12T04:16:21.317Z", "metadata": {} }, "check.sortPopular": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): sortChannelShortsBy", "timestamp": "2026-10-12T04:16:21.275Z", "metadata": {} }, "check.channelInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): channels[0]", "timestamp": "2026-10-12T04:16:21.208Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:16:21.165Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-12T04:16:21.127Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent produced a complete table of all 10 MrBeast Shorts with accurate view and like counts grounded in the retrieved data, fully satisfying the task." }, { "scenarioId": "youtube-shorts-scraper-discovery-mrbeast-popular", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:15:35.562Z", "day": "2026-10-12", "traceId": "3fe13ecd72c8ca0d0ea0768748f9d269", "observationId": "12aa731c4bbd1b5e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3fe13ecd72c8ca0d0ea0768748f9d269?observation=12aa731c4bbd1b5e", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "find", "title": "youtube-shorts / find / mrbeast-popular", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer lists all 10 most popular MrBeast Shorts with titles, view counts, likes, and URLs sourced from the actual dataset, and ends with the required 'Actor: streamers/youtube-shorts-scraper' line.", "timestamp": "2026-10-12T04:32:18.270Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer lists all 10 most popular MrBeast Shorts with titles, view counts, likes, and URLs sourced from the actual dataset, and ends with the required 'Actor: streamers/youtube-shorts-scraper' line.", "timestamp": "2026-10-12T04:32:18.235Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: streamers/youtube-shorts-scraper", "timestamp": "2026-10-12T04:32:18.196Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-12T04:32:18.160Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:32:18.123Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor selected, proper arguments used, results utilized accurately, and the task was fully completed with real data.", "timestamp": "2026-10-12T04:32:18.033Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-12T04:32:17.997Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer lists all 10 most popular MrBeast Shorts with titles, view counts, likes, and URLs sourced from the actual dataset, and ends with the required 'Actor: streamers/youtube-shorts-scraper' line.", "timestamp": "2026-10-12T04:32:17.955Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent performed two searches (one specific, one broader as instructed), fetched actor details, called the actor, polled once for completion, then retrieved dataset items — a reasonably direct path with no unnecessary repetition.", "timestamp": "2026-10-12T04:32:17.920Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from datasetId=obisg5fLFoiLGdZms and directly used the returned titles, view counts, likes, and URLs in the final answer without inventing data.", "timestamp": "2026-10-12T04:32:17.885Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with channels=['MrBeast'], maxResultsShorts=10, and sortChannelShortsBy='POPULAR', which are all valid inputs matching the schema and the task requirements.", "timestamp": "2026-10-12T04:32:17.847Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used streamers/youtube-shorts-scraper, the intended actor for scraping YouTube Shorts from a channel, confirmed by the rightActor PASS check.", "timestamp": "2026-10-12T04:32:17.809Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:17:03.715Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-12T04:17:03.649Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{3,}/", "timestamp": "2026-10-12T04:17:03.615Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:17:03.559Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"streamers/youtube-shorts-scraper\"", "timestamp": "2026-10-12T04:17:03.524Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-12T04:17:03.485Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer lists all 10 most popular MrBeast Shorts with titles, view counts, likes, and URLs sourced from the actual dataset, and ends with the required 'Actor: streamers/youtube-shorts-scraper' line." }, { "scenarioId": "tiktok-scraper-discovery-cleantok", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:15:35.563Z", "day": "2026-10-12", "traceId": "47f9a90545c623bc5e3872b8f734aa0a", "observationId": "19319c50dc2aca90", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/47f9a90545c623bc5e3872b8f734aa0a?observation=19319c50dc2aca90", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "find", "title": "tiktok / find / cleantok", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-12T04:32:07.616Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-12T04:32:07.524Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "clockworks/tiktok-hashtag-scraper", "comment": "Actors the agent ran: clockworks/tiktok-hashtag-scraper", "timestamp": "2026-10-12T04:32:07.489Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-12T04:32:07.449Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:32:07.416Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-12T04:32:07.373Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-12T04:32:07.333Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent pulled 20 #cleantok videos, summarized trending content themes with real engagement data, and ended with 'Actor: clockworks/tiktok-hashtag-scraper' — however the namedActor check FAILs because the answer names the sibling actor rather than the intended clockworks/tiktok-scraper, and rightActor also FAILs.", "timestamp": "2026-10-12T04:32:07.292Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search-actors, fetch-actor-details, call-actor, get-dataset-items — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-12T04:32:07.255Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and used real engagement numbers from the results (e.g., 5.2M likes for theorganizedaddict, 53.4M views, 4,825 comments for cleaning_overloadd) directly in the summary.", "timestamp": "2026-10-12T04:32:07.214Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called clockworks/tiktok-hashtag-scraper with {hashtags: ['cleantok'], resultsPerPage: 20}, which correctly matches the required 'hashtags' field and caps results at 20 as requested.", "timestamp": "2026-10-12T04:32:07.176Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for 'TikTok hashtag' actors and selected clockworks/tiktok-hashtag-scraper, which is a sibling of the intended clockworks/tiktok-scraper but is specifically designed for hashtag scraping — it ran successfully and returned 20 items. The rightActor check is FAIL because the intended actor was clockworks/tiktok-scraper, not the hashtag-specific sibling.", "timestamp": "2026-10-12T04:32:07.132Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:16:45.923Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-12T04:16:45.890Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:16:45.858Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-scraper\"", "timestamp": "2026-10-12T04:16:45.819Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-12T04:16:45.781Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "clockworks/tiktok-hashtag-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper" }, { "scenarioId": "tiktok-scraper-usage-protein-coffee", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:15:35.563Z", "day": "2026-10-12", "traceId": "ceb241ae2a6d9c33bc5b02b18d05e236", "observationId": "e4dbe9ccfd2bd35a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ceb241ae2a6d9c33bc5b02b18d05e236?observation=e4dbe9ccfd2bd35a", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "use", "title": "tiktok / use / protein-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 10 videos with play counts sorted by plays (4,500,000 down to 239,400), all grounded in retrieved data, fulfilling the task of finding the top 10 by plays.", "timestamp": "2026-10-12T04:32:10.941Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 10 videos with play counts sorted by plays (4,500,000 down to 239,400), all grounded in retrieved data, fulfilling the task of finding the top 10 by plays.", "timestamp": "2026-10-12T04:32:10.903Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-12T04:32:10.866Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:32:10.830Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, used correct inputs, grounded its answer in retrieved data, handled the running state gracefully, and completed the task efficiently.", "timestamp": "2026-10-12T04:32:10.789Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-12T04:32:10.754Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 videos with play counts sorted by plays (4,500,000 down to 239,400), all grounded in retrieved data, fulfilling the task of finding the top 10 by plays.", "timestamp": "2026-10-12T04:32:10.721Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls: fetch details, call actor, poll for completion, fetch dataset items — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-12T04:32:10.685Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor was still RUNNING after the first 45-second wait, and the agent correctly polled again with get-actor-run until it SUCCEEDED — no errors occurred beyond the expected wait.", "timestamp": "2026-10-12T04:32:10.649Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 20 numbers in the answer were found in the actor output, and the dataset preview shows the agent used real playCount values from retrieved items.", "timestamp": "2026-10-12T04:32:10.612Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries:[\"protein coffee recipe\"], resultsPerPage:100, and searchSection:\"/video\" — all valid and well-formed inputs matching the actor's schema.", "timestamp": "2026-10-12T04:32:10.574Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running clockworks/tiktok-scraper and retrieving results.", "timestamp": "2026-10-12T04:32:10.533Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:17:31.417Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-12T04:17:31.373Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 20 numbers found in Actor output", "timestamp": "2026-10-12T04:17:31.326Z", "metadata": {} }, "check.plays": { "value": 1, "stringValue": null, "comment": "PASS (warn): 100 items ok", "timestamp": "2026-10-12T04:17:31.283Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:17:31.203Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-scraper", "timestamp": "2026-10-12T04:17:31.155Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-12T04:17:31.024Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 10 videos with play counts sorted by plays (4,500,000 down to 239,400), all grounded in retrieved data, fulfilling the task of finding the top 10 by plays." }, { "scenarioId": "youtube-scraper-usage-espresso-engagement", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:15:35.563Z", "day": "2026-10-12", "traceId": "45abd6a7bca2bae7a431d6ba4270a2b5", "observationId": "9c9d3db58acefabd", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/45abd6a7bca2bae7a431d6ba4270a2b5?observation=9c9d3db58acefabd", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "use", "title": "youtube / use / espresso-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements.", "timestamp": "2026-10-12T04:32:10.879Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements.", "timestamp": "2026-10-12T04:32:10.844Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-12T04:32:10.808Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:32:10.771Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified the actor, supplied proper inputs, retrieved real data, and presented a complete, grounded answer.", "timestamp": "2026-10-12T04:32:10.733Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-12T04:32:10.698Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements.", "timestamp": "2026-10-12T04:32:10.666Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve items — no redundant calls.", "timestamp": "2026-10-12T04:32:10.631Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 13 numbers in the final answer were found in the Actor output; the agent directly used the retrieved dataset items.", "timestamp": "2026-10-12T04:32:10.595Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries=[\"home espresso machine review\"] and maxResults=5, which are the correct fields per the input schema.", "timestamp": "2026-10-12T04:32:10.558Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-12T04:32:10.517Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:16:20.799Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-12T04:16:20.708Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 13 numbers found in Actor output", "timestamp": "2026-10-12T04:16:20.668Z", "metadata": {} }, "check.engagementFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-12T04:16:20.627Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-12T04:16:20.592Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-12T04:16:20.544Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:16:20.507Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-scraper", "timestamp": "2026-10-12T04:16:20.432Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-12T04:16:20.350Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements." }, { "scenarioId": "youtube-scraper-discovery-espresso", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:15:35.563Z", "day": "2026-10-12", "traceId": "1613442b5b14d70bb63463f6b4a6b8b3", "observationId": "cb6bd85ac895cc83", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1613442b5b14d70bb63463f6b4a6b8b3?observation=cb6bd85ac895cc83", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "find", "title": "youtube / find / espresso", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides 10 videos with titles, view counts, and channel names sorted by views, all grounded in the retrieved dataset, and ends with 'Actor: streamers/youtube-scraper' as required.", "timestamp": "2026-10-12T04:32:15.819Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides 10 videos with titles, view counts, and channel names sorted by views, all grounded in the retrieved dataset, and ends with 'Actor: streamers/youtube-scraper' as required.", "timestamp": "2026-10-12T04:32:15.769Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: streamers/youtube-scraper", "timestamp": "2026-10-12T04:32:15.720Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-12T04:32:15.683Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:32:15.642Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent found the correct actor, used appropriate inputs, utilized the retrieved data correctly, and delivered a complete answer meeting all task requirements.", "timestamp": "2026-10-12T04:32:15.610Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-12T04:32:15.569Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides 10 videos with titles, view counts, and channel names sorted by views, all grounded in the retrieved dataset, and ends with 'Actor: streamers/youtube-scraper' as required.", "timestamp": "2026-10-12T04:32:15.535Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed two search calls (first returned video downloaders, second found the scraper), then fetched actor details, ran the actor, and retrieved results - a reasonably direct path with only one extra search call needed.", "timestamp": "2026-10-12T04:32:15.497Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the run and directly used the returned titles, view counts, channel names, and dates to populate the final answer table.", "timestamp": "2026-10-12T04:32:15.455Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with searchQueries=['home espresso machines'], maxResults=10, dateFilter='month', and sortingOrder='views', which are all appropriate parameters for finding the most-viewed videos about home espresso machines from the last month.", "timestamp": "2026-10-12T04:32:15.414Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used streamers/youtube-scraper, which is the intended actor for scraping YouTube video data including view counts and channel names.", "timestamp": "2026-10-12T04:32:15.369Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:16:42.197Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-12T04:16:42.162Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:16:42.123Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"streamers/youtube-scraper\"", "timestamp": "2026-10-12T04:16:42.050Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-scraper", "timestamp": "2026-10-12T04:16:41.971Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides 10 videos with titles, view counts, and channel names sorted by views, all grounded in the retrieved dataset, and ends with 'Actor: streamers/youtube-scraper' as required." }, { "scenarioId": "tiktok-profile-scraper-usage-apifylife-latest-five", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:16:21.017Z", "day": "2026-10-12", "traceId": "c827f56581fb20575144d8318313faa7", "observationId": "18f87ad562299316", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c827f56581fb20575144d8318313faa7?observation=18f87ad562299316", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "use", "title": "tiktok-profile / use / apifylife-latest-five", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the follower count (192) and all 5 most recent videos with play counts grounded in the retrieved data; however, the grounded check flagged one number (500) not in Actor output, which appears in the summary text ('between 500-800 plays') as an approximation rather than a direct data value, but all reported table values match the dataset output.", "timestamp": "2026-10-12T04:32:06.625Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the follower count (192) and all 5 most recent videos with play counts grounded in the retrieved data; however, the grounded check flagged one number (500) not in Actor output, which appears in the summary text ('between 500-800 plays') as an approximation rather than a direct data value, but all reported table values match the dataset output.", "timestamp": "2026-10-12T04:32:06.570Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-12T04:32:06.534Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:32:06.465Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The grounded check failed because the agent wrote 'between 500-800 plays' in the summary text, introducing the number 500 which does not appear in the Actor output (actual values were 573 and 803). This is a minor hallucination/approximation in the narrative summary, not a tool or Actor issue.", "timestamp": "2026-10-12T04:32:06.430Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-12T04:32:06.388Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the follower count (192) and all 5 most recent videos with play counts grounded in the retrieved data; however, the grounded check flagged one number (500) not in Actor output, which appears in the summary text ('between 500-800 plays') as an approximation rather than a direct data value, but all reported table values match the dataset output.", "timestamp": "2026-10-12T04:32:06.348Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch schema, run actor, get results — no redundant calls.", "timestamp": "2026-10-12T04:32:06.280Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly used the authorMeta.fans (192), playCount values, text, and createTimeISO fields from the actual API response in its final answer.", "timestamp": "2026-10-12T04:32:06.237Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called clockworks/tiktok-profile-scraper with profiles=['apifylife'], resultsPerPage=5, and profileSorting='latest', which are all correct and well-formed inputs matching the schema.", "timestamp": "2026-10-12T04:32:06.196Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with clockworks/tiktok-profile-scraper, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-12T04:32:06.155Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:17:03.119Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-12T04:17:03.083Z", "metadata": {} }, "check.grounded": { "value": 0.909, "stringValue": null, "comment": "FAIL (warn): 1 of 11 numbers not in Actor output: 500", "timestamp": "2026-10-12T04:17:03.043Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-12T04:17:03.011Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-12T04:17:02.966Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsPerPage", "timestamp": "2026-10-12T04:17:02.920Z", "metadata": {} }, "check.profileInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): profiles[0]", "timestamp": "2026-10-12T04:17:02.875Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:17:02.781Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-12T04:17:02.678Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the follower count (192) and all 5 most recent videos with play counts grounded in the retrieved data; however, the grounded check flagged one number (500) not in Actor output, which appears in the summary text ('between 500-800 plays') as an approximation rather than a direct data value, but all reported table values match the dataset output." }, { "scenarioId": "tiktok-profile-scraper-discovery-apifylife-followers", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:16:21.550Z", "day": "2026-10-12", "traceId": "21814d5411144aa4262df4432dd9dc35", "observationId": "58286b0dd3ddb439", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/21814d5411144aa4262df4432dd9dc35?observation=58286b0dd3ddb439", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "find", "title": "tiktok-profile / find / apifylife-followers", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides the follower count (192) and all 5 most recent videos with dates, play counts, likes, and URLs, grounded in retrieved data, and ends with 'Actor: clockworks/tiktok-profile-scraper' as required.", "timestamp": "2026-10-12T04:32:02.714Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides the follower count (192) and all 5 most recent videos with dates, play counts, likes, and URLs, grounded in retrieved data, and ends with 'Actor: clockworks/tiktok-profile-scraper' as required.", "timestamp": "2026-10-12T04:32:02.679Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-profile-scraper", "timestamp": "2026-10-12T04:32:02.635Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-12T04:32:02.596Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:32:02.548Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor selected, proper inputs used, data accurately utilized, efficient plan executed, and task fully completed.", "timestamp": "2026-10-12T04:32:02.508Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-12T04:32:02.468Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides the follower count (192) and all 5 most recent videos with dates, play counts, likes, and URLs, grounded in retrieved data, and ends with 'Actor: clockworks/tiktok-profile-scraper' as required.", "timestamp": "2026-10-12T04:32:02.431Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search-actors, fetch-actor-details, call-actor, and get-dataset-items — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-12T04:32:02.393Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items showing authorMeta.fans=192, video URLs, play counts, and like counts, and directly used these values in the final answer without fabrication.", "timestamp": "2026-10-12T04:32:02.347Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed profiles=['apifylife'], resultsPerPage=5, and profileSorting='latest' — all well-formed inputs that correctly target the task requirements.", "timestamp": "2026-10-12T04:32:02.305Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified clockworks/tiktok-profile-scraper as the right tool for a single profile lookup, which matches the intended subject confirmed by the facts.", "timestamp": "2026-10-12T04:32:02.263Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:17:14.577Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-12T04:17:14.542Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{2,}/", "timestamp": "2026-10-12T04:17:14.506Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:17:14.433Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-profile-scraper\"", "timestamp": "2026-10-12T04:17:14.401Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-12T04:17:14.325Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides the follower count (192) and all 5 most recent videos with dates, play counts, likes, and URLs, grounded in retrieved data, and ends with 'Actor: clockworks/tiktok-profile-scraper' as required." }, { "scenarioId": "tiktok-comments-scraper-usage-top-level-only", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:16:42.431Z", "day": "2026-10-12", "traceId": "e76c2fd1d157a76fe14505aebc38b918", "observationId": "8e6094d881aa72b4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e76c2fd1d157a76fe14505aebc38b918?observation=8e6094d881aa72b4", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "use", "title": "tiktok-comments / use / top-level-only", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly identified and reported the top 5 comments by likes with accurate like counts (368,613; 198,844; 57,146; 36,784; 30,695) and comment text, all grounded in the retrieved data.", "timestamp": "2026-10-12T04:32:00.028Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly identified and reported the top 5 comments by likes with accurate like counts (368,613; 198,844; 57,146; 36,784; 30,695) and comment text, all grounded in the retrieved data.", "timestamp": "2026-10-12T04:31:59.980Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-12T04:31:59.942Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:31:59.902Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor selected, inputs well-formed, results properly utilized, efficient plan, and task fully completed with grounded data.", "timestamp": "2026-10-12T04:31:59.864Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-12T04:31:59.788Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and reported the top 5 comments by likes with accurate like counts (368,613; 198,844; 57,146; 36,784; 30,695) and comment text, all grounded in the retrieved data.", "timestamp": "2026-10-12T04:31:59.751Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run actor, retrieve dataset items — no redundant calls.", "timestamp": "2026-10-12T04:31:59.716Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 6 like counts in the final answer were found in the Actor output, and the dataset preview shows the top comments with matching diggCount values.", "timestamp": "2026-10-12T04:31:59.676Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed postURLs with the correct URL, commentsPerPost=20, topLevelCommentsPerPost=20, and maxRepliesPerComment=0, which are all well-formed and appropriate inputs.", "timestamp": "2026-10-12T04:31:59.641Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with clockworks/tiktok-comments-scraper, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-12T04:31:59.602Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:17:34.023Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-12T04:17:33.974Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 6 numbers found in Actor output", "timestamp": "2026-10-12T04:17:33.935Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-12T04:17:33.896Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-12T04:17:33.858Z", "metadata": {} }, "check.noReplies": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxRepliesPerComment", "timestamp": "2026-10-12T04:17:33.821Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): commentsPerPost", "timestamp": "2026-10-12T04:17:33.785Z", "metadata": {} }, "check.videoUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): postURLs[0]", "timestamp": "2026-10-12T04:17:33.751Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:17:33.704Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-12T04:17:33.658Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent correctly identified and reported the top 5 comments by likes with accurate like counts (368,613; 198,844; 57,146; 36,784; 30,695) and comment text, all grounded in the retrieved data." }, { "scenarioId": "tiktok-comments-scraper-discovery-video-top-comments", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:16:45.958Z", "day": "2026-10-12", "traceId": "d60b282176bafad02e2b291dfbcdd146", "observationId": "0e72cf27c8aa1e4b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d60b282176bafad02e2b291dfbcdd146?observation=0e72cf27c8aa1e4b", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "find", "title": "tiktok-comments / find / video-top-comments", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned the 5 most-liked comments with their like counts and usernames, grounded in the retrieved dataset, and ended with exactly 'Actor: clockworks/tiktok-comments-scraper' as required.", "timestamp": "2026-10-12T04:31:55.346Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned the 5 most-liked comments with their like counts and usernames, grounded in the retrieved dataset, and ended with exactly 'Actor: clockworks/tiktok-comments-scraper' as required.", "timestamp": "2026-10-12T04:31:55.312Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-comments-scraper", "timestamp": "2026-10-12T04:31:55.244Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-12T04:31:55.207Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:31:55.168Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered the right actor, ran it with proper inputs, retrieved and utilized the data, and produced a complete answer.", "timestamp": "2026-10-12T04:31:55.034Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-12T04:31:54.999Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned the 5 most-liked comments with their like counts and usernames, grounded in the retrieved dataset, and ended with exactly 'Actor: clockworks/tiktok-comments-scraper' as required.", "timestamp": "2026-10-12T04:31:54.962Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, call-actor, get-actor-run, get-dataset-items) in a logical sequence with no redundant steps.", "timestamp": "2026-10-12T04:31:54.924Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run was initially RUNNING when call-actor returned, so the agent correctly polled with get-actor-run and waited for SUCCEEDED status before fetching results.", "timestamp": "2026-10-12T04:31:54.886Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 100 dataset items with text and diggCount fields, then correctly sorted by diggCount to identify the top 5 most-liked comments, all of which match values visible in the tool result preview.", "timestamp": "2026-10-12T04:31:54.849Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called clockworks/tiktok-comments-scraper with postURLs containing the exact video URL provided, which is the correct input field and format for this actor.", "timestamp": "2026-10-12T04:31:54.807Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for 'TikTok comments' and correctly selected clockworks/tiktok-comments-scraper, which is the intended subject for this task.", "timestamp": "2026-10-12T04:31:54.773Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:17:56.265Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-12T04:17:56.226Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-12T04:17:56.191Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:17:56.152Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-comments-scraper\"", "timestamp": "2026-10-12T04:17:56.087Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-12T04:17:55.987Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned the 5 most-liked comments with their like counts and usernames, grounded in the retrieved dataset, and ended with exactly 'Actor: clockworks/tiktok-comments-scraper' as required." }, { "scenarioId": "indeed-scraper-usage-swe-skills", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:17:03.152Z", "day": "2026-10-12", "traceId": "d0f5b6f21106018ef256ba67cc0fd05e", "observationId": "af0133ff068fa3ac", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d0f5b6f21106018ef256ba67cc0fd05e?observation=af0133ff068fa3ac", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "use", "title": "indeed / use / swe-skills", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 20 real job postings, read their descriptions, and reported the top 5 skills (Git/GitHub, Python, Docker, SQL, JavaScript/TypeScript) with frequency counts grounded in the retrieved data, fulfilling the task requirements.", "timestamp": "2026-10-12T04:31:55.557Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 20 real job postings, read their descriptions, and reported the top 5 skills (Git/GitHub, Python, Docker, SQL, JavaScript/TypeScript) with frequency counts grounded in the retrieved data, fulfilling the task requirements.", "timestamp": "2026-10-12T04:31:55.521Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-12T04:31:55.481Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:31:55.444Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The deterministic cap check FAIL indicates that 'maxItems' was expected but missing; the actor's actual field is 'maxItemsPerSearch' which the agent used correctly, but the harness expected a 'maxItems' cap field — suggesting the actor's input schema could be clearer about the canonical field name for limiting results, or should support a standard 'maxItems' parameter.", "timestamp": "2026-10-12T04:31:55.409Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-12T04:31:55.334Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 real job postings, read their descriptions, and reported the top 5 skills (Git/GitHub, Python, Docker, SQL, JavaScript/TypeScript) with frequency counts grounded in the retrieved data, fulfilling the task requirements.", "timestamp": "2026-10-12T04:31:55.291Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: fetch actor details, run actor, get dataset items, read full output — no redundant calls or wasted steps.", "timestamp": "2026-10-12T04:31:55.250Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the full 74.9KB dataset file and based its skill analysis on the actual job descriptions retrieved (e.g., citing Java, React, AWS, Python, SQL, Docker from the visible descriptions), rather than inventing data.", "timestamp": "2026-10-12T04:31:55.158Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed position='software engineer', maxItemsPerSearch=20, country='US', and other valid fields; however, the deterministic check flags that 'maxItems' is missing — the actor uses 'maxItemsPerSearch' which the agent did correctly set to 20, so the cap warning is about a field name mismatch but the intent was correct and 20 items were returned.", "timestamp": "2026-10-12T04:31:55.125Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, and Read — all appropriate tools for the task of scraping and analyzing job postings.", "timestamp": "2026-10-12T04:31:55.081Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:17:48.212Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-12T04:17:48.147Z", "metadata": {} }, "check.descriptions": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-12T04:17:48.112Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-12T04:17:48.070Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): misceres/indeed-scraper: maxItems is missing (expected at most 20)", "timestamp": "2026-10-12T04:17:48.032Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:17:47.997Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used misceres/indeed-scraper", "timestamp": "2026-10-12T04:17:47.921Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-10-12T04:17:47.847Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "PASS: The agent retrieved 20 real job postings, read their descriptions, and reported the top 5 skills (Git/GitHub, Python, Docker, SQL, JavaScript/TypeScript) with frequency counts grounded in the retrieved data, fulfilling the task requirements." }, { "scenarioId": "indeed-scraper-discovery-denver-marketing", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:17:03.750Z", "day": "2026-10-12", "traceId": "7ee6f35a3f3885ed7720a07b475c721e", "observationId": "20103322f3efb75c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7ee6f35a3f3885ed7720a07b475c721e?observation=20103322f3efb75c", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "find", "title": "indeed / find / denver-marketing", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used kaix/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-12T04:31:53.170Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used kaix/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-12T04:31:53.087Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "kaix/indeed-scraper", "comment": "Actors the agent ran: kaix/indeed-scraper", "timestamp": "2026-10-12T04:31:53.050Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-12T04:31:53.011Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-12T04:31:52.978Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used kaix/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-12T04:31:52.945Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-12T04:31:52.910Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides 10 Indeed postings with salary ranges and company ratings for marketing coordinator roles in Denver, fulfilling the benchmarking request, though it used the wrong actor (kaix instead of misceres).", "timestamp": "2026-10-12T04:31:52.873Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made exactly 4 tool calls (search, fetch details, call actor, get dataset) with no redundant steps, following a direct path to the answer.", "timestamp": "2026-10-12T04:31:52.840Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items with salary, company ratings, and location fields and accurately presented them in the final table without inventing data.", "timestamp": "2026-10-12T04:31:52.804Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call to kaix/indeed-scraper used keyword='marketing coordinator', location='Denver, CO', country='US', maxItems=10, searchMode='rich' — all well-formed and appropriate for the task.", "timestamp": "2026-10-12T04:31:52.772Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for discovering and running an Indeed scraper. However, it selected kaix/indeed-scraper instead of the intended misceres/indeed-scraper (rightActor: FAIL per deterministic checks).", "timestamp": "2026-10-12T04:31:52.736Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:17:40.789Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-12T04:17:40.752Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:17:40.682Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"misceres/indeed-scraper\"", "timestamp": "2026-10-12T04:17:40.642Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used kaix/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-12T04:17:40.564Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "kaix/indeed-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used kaix/indeed-scraper; expected misceres/indeed-scraper" }, { "scenarioId": "amazon-reviews-scraper-usage-helpful-thirty", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:17:14.610Z", "day": "2026-10-12", "traceId": "fffe8617d2fa64ec56d088f7c6850885", "observationId": "af48afd15b5c7d51", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/fffe8617d2fa64ec56d088f7c6850885?observation=af48afd15b5c7d51", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "use", "title": "amazon-reviews / use / helpful-thirty", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-12T04:31:50.445Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-12T04:31:50.364Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-12T04:31:50.328Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:31:50.294Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED; check productUrl: junglee/amazon-reviews-scraper: productUrls[0].url is missing (expected to match /B0CWXNS552/)", "timestamp": "2026-10-12T04:31:50.252Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-12T04:31:50.203Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task asked for 30 most helpful reviews but only 10 were returned (free plan limit), and the agent still provided 3 complaints and 3 praises grounded in the actual review data; however the task requirement of 30 reviews was not met.", "timestamp": "2026-10-12T04:31:50.168Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one fetch-actor-details call, then two call-actor calls (one failed, one corrected), then one get-dataset-items call — a reasonable path with only one extra call due to the input format error.", "timestamp": "2026-10-12T04:31:50.122Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with a validation error about input format, the agent immediately corrected the productUrls format from a plain string array to an array of objects with url property, and the second run succeeded.", "timestamp": "2026-10-12T04:31:50.091Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items and grounded its summary in specific review content visible in the tool results (e.g., the Europe purse story, the speaker loudness complaint, the iPhone network dependency noted in the reviews).", "timestamp": "2026-10-12T04:31:50.056Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call used productUrls as a plain string array which failed validation; the second corrected it to the required object format [{\"url\":\"...\"}] with maxReviews:30 and sort:\"helpful\", which succeeded. The deterministic check confirms productUrl FAIL on the first run but the second run had correct format and succeeded.", "timestamp": "2026-10-12T04:31:50.021Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-reviews-scraper, which is the exact actor named in the task prompt.", "timestamp": "2026-10-12T04:31:49.970Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:18:15.350Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, productUrl", "timestamp": "2026-10-12T04:18:15.271Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-12T04:18:15.231Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-12T04:18:15.192Z", "metadata": {} }, "check.sortHelpful": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): sort", "timestamp": "2026-10-12T04:18:15.155Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxReviews", "timestamp": "2026-10-12T04:18:15.118Z", "metadata": {} }, "check.productUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper: productUrls[0].url is missing (expected to match /B0CWXNS552/)", "timestamp": "2026-10-12T04:18:15.074Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-12T04:18:14.978Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-12T04:18:14.884Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "productUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED" }, { "scenarioId": "amazon-reviews-scraper-discovery-product-complaints", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:17:31.453Z", "day": "2026-10-12", "traceId": "23052a87c0121414fc10da3e13d5125f", "observationId": "89ef9cd1e9191290", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/23052a87c0121414fc10da3e13d5125f?observation=89ef9cd1e9191290", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "find", "title": "amazon-reviews / find / product-complaints", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used delicious_zebu/amazon-reviews-scraper-with-advanced-filters; expected junglee/amazon-reviews-scraper", "timestamp": "2026-10-12T04:31:45.321Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used delicious_zebu/amazon-reviews-scraper-with-advanced-filters; expected junglee/amazon-reviews-scraper", "timestamp": "2026-10-12T04:31:45.214Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "delicious_zebu/amazon-reviews-scraper-with-advanced-filters", "comment": "Actors the agent ran: delicious_zebu/amazon-reviews-scraper-with-advanced-filters", "timestamp": "2026-10-12T04:31:45.177Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-12T04:31:45.096Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-12T04:31:44.999Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used delicious_zebu/amazon-reviews-scraper-with-advanced-filters; expected junglee/amazon-reviews-scraper", "timestamp": "2026-10-12T04:31:44.966Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-12T04:31:44.934Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a well-structured summary of top praises and complaints drawn from 30 actual reviews, and ended with the required 'Actor:' line, fulfilling the task requirements despite using the wrong actor.", "timestamp": "2026-10-12T04:31:44.891Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search, fetch details, call actor, get dataset items — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-12T04:31:44.852Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 30 dataset items and directly cited review content (e.g., quiet speaker, iPhone dependency, ease of setup) from the actual scraped reviews to build the complaints and praises summary.", "timestamp": "2026-10-12T04:31:44.819Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct product URL, set max_reviews=30, sort_reviews_by=['helpful'], and unique_only=true, which are all sensible and well-formed inputs for the task.", "timestamp": "2026-10-12T04:31:44.783Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent found junglee/amazon-reviews-scraper in the first search result but chose delicious_zebu/amazon-reviews-scraper-with-advanced-filters instead, which is a less appropriate actor than the intended junglee/amazon-reviews-scraper; the rightActor check is confirmed FAIL.", "timestamp": "2026-10-12T04:31:44.748Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:18:23.990Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-12T04:18:23.952Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:18:23.912Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"junglee/amazon-reviews-scraper\"", "timestamp": "2026-10-12T04:18:23.828Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used delicious_zebu/amazon-reviews-scraper-with-advanced-filters; expected junglee/amazon-reviews-scraper", "timestamp": "2026-10-12T04:18:23.755Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "delicious_zebu/amazon-reviews-scraper-with-advanced-filters", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used delicious_zebu/amazon-reviews-scraper-with-advanced-filters; expected junglee/amazon-reviews-scraper" }, { "scenarioId": "amazon-crawler-usage-earbuds-search-url", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:17:34.066Z", "day": "2026-10-12", "traceId": "2e9f0ad6a0863aad6bb711cb42c68713", "observationId": "9d6fd57bd8ed7f2c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2e9f0ad6a0863aad6bb711cb42c68713?observation=9d6fd57bd8ed7f2c", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "use", "title": "amazon / use / earbuds-search-url", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-12T04:31:42.668Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-12T04:31:42.584Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-12T04:31:42.546Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-12T04:31:42.490Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED; check searchUrl: junglee/amazon-crawler: categoryOrProductUrls[0].url is missing (expected to match /amazon\\.com/s\\?k=wireless\\+earbuds/)", "timestamp": "2026-10-12T04:31:42.452Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-12T04:31:42.420Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent listed 10 products with prices and ratings from the scraped data, though one item (JBL Vibe Beam 2) is missing a price and one (Bose) is missing a rating, which reflects actual scraped data limitations; the answer fulfills the task with real data.", "timestamp": "2026-10-12T04:31:42.374Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: fetch-actor-details, a failed call-actor, a corrected call-actor, and get-dataset-items — one extra call due to the input format error, but otherwise direct.", "timestamp": "2026-10-12T04:31:42.341Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed due to input validation (plain string instead of object with url key), the agent immediately corrected the format and resubmitted successfully.", "timestamp": "2026-10-12T04:31:42.307Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly used the returned title, price.value, and stars fields to populate the final answer table.", "timestamp": "2026-10-12T04:31:42.266Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call used a plain string URL instead of an object with a 'url' key, causing CALL-FAILED. The second call correctly used [{\"url\": \"https://www.amazon.com/s?k=wireless+earbuds\"}] with maxItemsPerStartUrl:10, which succeeded.", "timestamp": "2026-10-12T04:31:42.230Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-crawler, which is the Actor specified in the task.", "timestamp": "2026-10-12T04:31:42.162Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:18:16.850Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, searchUrl", "timestamp": "2026-10-12T04:18:16.805Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-12T04:18:16.769Z", "metadata": {} }, "check.field": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 1 of 10 items fail price exists undefined", "timestamp": "2026-10-12T04:18:16.726Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-12T04:18:16.693Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxItemsPerStartUrl", "timestamp": "2026-10-12T04:18:16.653Z", "metadata": {} }, "check.searchUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler: categoryOrProductUrls[0].url is missing (expected to match /amazon\\.com/s\\?k=wireless\\+earbuds/)", "timestamp": "2026-10-12T04:18:16.617Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-12T04:18:16.578Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-crawler", "timestamp": "2026-10-12T04:18:16.539Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "field", "searchUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED" }, { "scenarioId": "amazon-crawler-discovery-wireless-earbuds", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:17:40.837Z", "day": "2026-10-12", "traceId": "3b49228a9219c36378bce7a39e68d0e9", "observationId": "6682de5e18899c6b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3b49228a9219c36378bce7a39e68d0e9?observation=6682de5e18899c6b", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "find", "title": "amazon / find / wireless-earbuds", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used junglee/amazon-bestsellers, powerai/amazon-product-search-scraper; expected junglee/amazon-crawler", "timestamp": "2026-10-12T04:31:43.404Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used junglee/amazon-bestsellers, powerai/amazon-product-search-scraper; expected junglee/amazon-crawler", "timestamp": "2026-10-12T04:31:43.313Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "junglee/amazon-bestsellers", "comment": "Actors the agent ran: junglee/amazon-bestsellers, powerai/amazon-product-search-scraper", "timestamp": "2026-10-12T04:31:43.268Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-12T04:31:43.231Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-12T04:31:43.196Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used junglee/amazon-bestsellers, powerai/amazon-product-search-scraper; expected junglee/amazon-crawler", "timestamp": "2026-10-12T04:31:43.162Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-12T04:31:43.129Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a table of 10 wireless earbuds with prices and ratings sourced from real scraped data, fulfilling the task requirements, though it used the wrong actor and the answer line names powerai/amazon-product-search-scraper instead of junglee/amazon-crawler.", "timestamp": "2026-10-12T04:31:43.090Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 actor runs (exceeding the expected maximum of 3) due to multiple argument errors: wrong URL for bestsellers, wrong sort_by enum value, and wrong maxResults minimum — all avoidable with better input construction.", "timestamp": "2026-10-12T04:31:43.055Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When junglee/amazon-bestsellers returned a category-not-found error, the agent switched to powerai/amazon-product-search-scraper; when that failed due to invalid sort_by value, it corrected to 'BEST_SELLERS'; when it failed again due to maxResults<20, it corrected to 20 and succeeded. Recovery was functional but required multiple retries.", "timestamp": "2026-10-12T04:31:43.017Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent correctly used the dataset items returned by powerai/amazon-product-search-scraper (run S4P4syyBL9CgF1bNK, 16 items) to populate the final table with real product titles, prices, and ratings matching the tool result preview.", "timestamp": "2026-10-12T04:31:42.965Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call to junglee/amazon-bestsellers used an invalid category URL causing a 'bestsellers_category_not_found' error; the first call to powerai/amazon-product-search-scraper used an invalid sort_by value 'bestselling'; the second call used maxResults=10 which was below the minimum of 20. Multiple argument errors occurred before a successful call.", "timestamp": "2026-10-12T04:31:42.931Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent found junglee/amazon-crawler in the search results but chose junglee/amazon-bestsellers first (which failed), then fell back to powerai/amazon-product-search-scraper instead of the intended junglee/amazon-crawler. The rightActor check confirms the wrong actors were used.", "timestamp": "2026-10-12T04:31:42.895Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:18:52.325Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-12T04:18:52.288Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-12T04:18:52.258Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-10-12T04:18:52.225Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"junglee/amazon-crawler\"", "timestamp": "2026-10-12T04:18:52.190Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used junglee/amazon-bestsellers, powerai/amazon-product-search-scraper; expected junglee/amazon-crawler", "timestamp": "2026-10-12T04:18:52.145Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "junglee/amazon-bestsellers", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used junglee/amazon-bestsellers, powerai/amazon-product-search-scraper; expected junglee/amazon-crawler" }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:17:48.247Z", "day": "2026-10-12", "traceId": "42bf79f84d3cf34fc100f79da1689e5a", "observationId": "16a9a487a86e784d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/42bf79f84d3cf34fc100f79da1689e5a?observation=16a9a487a86e784d", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-12T04:31:37.684Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-12T04:31:37.606Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-12T04:31:37.571Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:31:37.531Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-12T04:31:37.501Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-12T04:31:37.456Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final run returned 13 pages (exceeding the 10-page cap per deterministic check), did not properly filter to only the platform section (sectionFilter FAIL), did not set saveHtml=true (saveHtml FAIL), and several crawled pages are outside the /platform/ section (academy, api, opensearch.xml), so the task requirements were not fully met.", "timestamp": "2026-10-12T04:31:37.302Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 actor runs (one failed, two returned only 1 page, one succeeded with 13 pages) when ideally 1-2 runs should have sufficed; the extra runs were caused by incorrect input arguments rather than necessary exploration.", "timestamp": "2026-10-12T04:31:37.266Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with input validation error (wrong glob format), the agent corrected the format and retried; when subsequent runs returned only 1 page, the agent tried different approaches to get more pages.", "timestamp": "2026-10-12T04:31:37.231Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned from get-dataset-items to report page titles, URLs, and htmlUrl fields in the final answer.", "timestamp": "2026-10-12T04:31:37.192Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent failed to include `includeUrlGlobs` (confirmed FAIL by deterministic check) to restrict crawling to the platform section, and `saveHtml` was never set to true (only `saveHtmlAsFile` was used, which is a different field per the schema). The page cap was set correctly at 10 but 13 items were returned, exceeding the cap.", "timestamp": "2026-10-12T04:31:37.160Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected apify/website-content-crawler for the crawling task, which is the intended actor named in the prompt.", "timestamp": "2026-10-12T04:31:37.103Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:20:41.685Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-12T04:20:41.649Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 15 items, expected at most 10", "timestamp": "2026-10-12T04:20:41.610Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true)", "timestamp": "2026-10-12T04:20:41.574Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs is missing (expected to be set); apify/website-content-crawler: includeUrlGlobs is missing (expected to be set)", "timestamp": "2026-10-12T04:20:41.536Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 4 run(s): maxCrawlPages", "timestamp": "2026-10-12T04:20:41.498Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s): startUrls[0].url", "timestamp": "2026-10-12T04:20:41.461Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-12T04:20:41.425Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-12T04:20:41.380Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter", "ranOk" ], "judgeComment": "FAIL: check ranOk: 4 Actor run(s), expected at most 2" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:17:56.300Z", "day": "2026-10-12", "traceId": "618975a155d4c1333980601b867aafd4", "observationId": "1c834352ad806bed", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/618975a155d4c1333980601b867aafd4?observation=1c834352ad806bed", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used lathesmith/docs-to-llms-markdown; expected apify/website-content-crawler", "timestamp": "2026-10-12T04:31:34.442Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used lathesmith/docs-to-llms-markdown; expected apify/website-content-crawler", "timestamp": "2026-10-12T04:31:34.362Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "lathesmith/docs-to-llms-markdown", "comment": "Actors the agent ran: lathesmith/docs-to-llms-markdown", "timestamp": "2026-10-12T04:31:34.328Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-12T04:31:34.294Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:31:34.260Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used lathesmith/docs-to-llms-markdown; expected apify/website-content-crawler", "timestamp": "2026-10-12T04:31:34.222Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-12T04:31:34.186Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent used the wrong actor (lathesmith/docs-to-llms-markdown instead of apify/website-content-crawler), the deterministic checks confirm rightActor FAIL and namedActor FAIL, and the startUrl and pageCap checks also failed, meaning the task was not completed as specified.", "timestamp": "2026-10-12T04:31:34.155Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent performed two searches and two actor calls (one failed, one corrected), which is reasonably efficient given the input schema error required a retry.", "timestamp": "2026-10-12T04:31:34.118Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with input validation error ('must be object'), the agent correctly identified the issue and reformatted the startUrls array items as objects with url property on the second attempt.", "timestamp": "2026-10-12T04:31:34.083Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items via get-dataset-items and used the actual titles returned (Getting started, Anti-scraping protections, Advanced web scraping, Puppeteer and Playwright course, Web scraping with AI and Apify) in its final answer.", "timestamp": "2026-10-12T04:31:34.051Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call failed due to wrong input format (array items not wrapped as objects), but the agent corrected it on the second call with proper {url: ...} objects and maxPages:20; however the deterministic checks show startUrls[0].url is missing from the actor's perspective, suggesting the input may not have been properly received despite the run succeeding.", "timestamp": "2026-10-12T04:31:34.014Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for LLM-ready documentation crawlers and selected lathesmith/docs-to-llms-markdown instead of the intended apify/website-content-crawler, which is the canonical Apify actor for this use case.", "timestamp": "2026-10-12T04:31:33.977Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:18:47.068Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, startUrl", "timestamp": "2026-10-12T04:18:47.032Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): lathesmith/docs-to-llms-markdown: maxCrawlPages is missing (expected at most 20); lathesmith/docs-to-llms-markdown: maxCrawlPages is missing (expected at most 20)", "timestamp": "2026-10-12T04:18:46.999Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: lathesmith/docs-to-llms-markdown: startUrls[0].url is missing (expected to match /docs\\.apify\\.com/academy/)", "timestamp": "2026-10-12T04:18:46.965Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): lathesmith/docs-to-llms-markdown run : CALL-FAILED", "timestamp": "2026-10-12T04:18:46.927Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-12T04:18:46.852Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used lathesmith/docs-to-llms-markdown; expected apify/website-content-crawler", "timestamp": "2026-10-12T04:18:46.775Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "lathesmith/docs-to-llms-markdown", "infraOk": true, "failedChecks": [ "pageCap", "startUrl", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used lathesmith/docs-to-llms-markdown; expected apify/website-content-crawler" }, { "scenarioId": "web-scraper-usage-coinmarketcap-top-ten", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:18:15.388Z", "day": "2026-10-12", "traceId": "2a9e126a6f2ab11371d50a6898ad890c", "observationId": "d3f07e60cc7201b4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2a9e126a6f2ab11371d50a6898ad890c?observation=d3f07e60cc7201b4", "subject": "apify/web-scraper", "owner": "universe", "skill": "use", "title": "web / use / coinmarketcap-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-12T04:31:30.862Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-12T04:31:30.784Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-12T04:31:30.748Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-12T04:31:30.712Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The scraped data returned 10 rows but the first was 'CoinMarketCap 20 Index' (not a cryptocurrency), giving only 9 actual cryptocurrencies. The agent listed Hyperliquid as #9 but then invented Dogecoin as #10 rather than honestly reporting that only 9 cryptocurrencies were extracted, showing a reasoning failure in the final answer construction.", "timestamp": "2026-10-12T04:31:30.676Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 0, "stringValue": null, "comment": "call-actor: data must have required property 'actor', data must have required property 'input', data must NOT have additional properties", "timestamp": "2026-10-12T04:31:30.640Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 9 complete entries from the scraped data but listed a 10th entry (Dogecoin) as 'cut off in the scrape' when the actual scraped data contained 10 entries (the 10th being Hyperliquid at $87.02, which was already listed as #9); the agent miscounted and fabricated Dogecoin as #10 while the actual data had only 9 unique crypto entries plus a CMC20 Index entry that was not a cryptocurrency.", "timestamp": "2026-10-12T04:31:30.599Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one fetch-actor-details call, one failed call-actor (JSON error), one successful call-actor, and two get-dataset-items calls (first with field projection that returned empty, then without projection to get full data) — the extra dataset fetch was needed due to the field projection issue.", "timestamp": "2026-10-12T04:31:30.566Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first call-actor attempt failed with an InputValidationError due to JSON formatting issues; the agent immediately retried with properly formatted JSON and succeeded.", "timestamp": "2026-10-12T04:31:30.528Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the run and directly used the returned cryptocurrencies array (Bitcoin $83,428.54, Ethereum $2,541.02, etc.) in its final answer rather than inventing data.", "timestamp": "2026-10-12T04:31:30.499Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent provided correct inputs including startUrls with coinmarketcap.com, a jQuery-based pageFunction to extract name and price from table rows, injectJQuery:true, proxyConfiguration, and maxPagesPerCrawl:1 — all appropriate for the task.", "timestamp": "2026-10-12T04:31:30.464Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/web-scraper for scraping CoinMarketCap, which is the intended subject per the task and confirmed by the deterministic checks.", "timestamp": "2026-10-12T04:31:30.426Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:19:35.212Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-12T04:19:35.181Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\$\\s?\\d[\\d,]*\\.\\d{2}/", "timestamp": "2026-10-12T04:19:35.141Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-12T04:19:35.093Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerCrawl", "timestamp": "2026-10-12T04:19:35.062Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): pageFunction", "timestamp": "2026-10-12T04:19:35.025Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-12T04:19:34.983Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:19:34.947Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-10-12T04:19:34.902Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "schemaValidity" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "web-scraper-discovery-waterstones-headless", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:18:16.884Z", "day": "2026-10-12", "traceId": "65edb4d9a83b0509194defa9f87ce492", "observationId": "403a8ba94957f319", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/65edb4d9a83b0509194defa9f87ce492?observation=403a8ba94957f319", "subject": "apify/web-scraper", "owner": "universe", "skill": "find", "title": "web / find / waterstones-headless", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run qZI3wKBbFT2Ql9Zng (apify/ai-web-scraper) FAILED", "timestamp": "2026-10-12T04:31:28.855Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:31:28.768Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent correctly selected apify/web-scraper but failed to configure it with proxy settings that bypass 403 blocking (e.g., useChrome:true, residential proxy, or proper proxy rotation). After seeing the 403 error in run JKJ9ApKcw4Yf906UA, the agent should have adjusted the web-scraper input to use stronger proxy settings rather than switching to unrelated actors. The core issue is the agent's reasoning about how to handle anti-bot blocking within the correct actor.", "timestamp": "2026-10-12T04:31:28.734Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "15 tool calls valid", "timestamp": "2026-10-12T04:31:28.696Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never produced any product names or prices from the Waterstones page; all runs either returned 0 products or were blocked with 403 errors, and the final answer was just a status message about being blocked.", "timestamp": "2026-10-12T04:31:28.661Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 5 actor runs (exceeding the expected maximum of 3), including two runs of parseforge/e-commerce-scraper and two runs of apify/web-scraper, plus a failed ai-web-scraper run, showing excessive trial-and-error rather than a direct path.", "timestamp": "2026-10-12T04:31:28.619Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the first web-scraper run returned 0 products (wrong selectors), the agent tried ai-web-scraper (failed), then parseforge/e-commerce-scraper (no results), then re-ran web-scraper with improved selectors (got 403), then tried parseforge again with residential fallback — reasonable attempts but none succeeded, and the agent ran out of turns without resolving the blocking issue.", "timestamp": "2026-10-12T04:31:28.586Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent correctly fetched dataset items after each run and used the error messages (403 blocking) to diagnose the problem and attempt recovery.", "timestamp": "2026-10-12T04:31:28.550Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first apify/web-scraper run had a correct pageFunction, injectJQuery, proxyConfiguration, and maxPagesPerCrawl=1; however the second run failed due to 403 blocking, and the alternative actors were called without pageFunction or maxPagesPerCrawl as required.", "timestamp": "2026-10-12T04:31:28.515Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified apify/web-scraper as the right tool for JavaScript-heavy sites, but also wasted runs on apify/ai-web-scraper and parseforge/e-commerce-scraper which are not appropriate for custom field extraction with a page function.", "timestamp": "2026-10-12T04:31:28.472Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run qZI3wKBbFT2Ql9Zng (apify/ai-web-scraper) FAILED", "timestamp": "2026-10-12T04:21:01.400Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor, pageFunction", "timestamp": "2026-10-12T04:21:01.358Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper: maxPagesPerCrawl is missing (expected at most 5); parseforge/e-commerce-scraper: maxPagesPerCrawl is missing (expected at most 5); parseforge/e-commerce-scraper: maxPagesPerCrawl is missing (expected at most 5)", "timestamp": "2026-10-12T04:21:01.315Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: apify/ai-web-scraper: pageFunction is missing (expected to be set); parseforge/e-commerce-scraper: pageFunction is missing (expected to be set); parseforge/e-commerce-scraper: pageFunction is missing (expected to be set)", "timestamp": "2026-10-12T04:21:01.266Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 5 Actor run(s), expected at most 3", "timestamp": "2026-10-12T04:21:01.228Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/web-scraper\"", "timestamp": "2026-10-12T04:21:01.182Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-10-12T04:21:01.140Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pageCap", "pageFunction", "ranOk", "namedActor" ], "judgeComment": null }, { "scenarioId": "rag-web-browser-usage-sf-startups-markdown", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:18:24.028Z", "day": "2026-10-12", "traceId": "94d47b747f49c8b2c5d5da5cd0d7b4d4", "observationId": "9c5bec64b2b4d8f2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/94d47b747f49c8b2c5d5da5cd0d7b4d4?observation=9c5bec64b2b4d8f2", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "use", "title": "rag-web-browser / use / sf-startups-markdown", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check sources: answer does not match /https?:///", "timestamp": "2026-10-12T04:31:23.750Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check sources: answer does not match /https?:///", "timestamp": "2026-10-12T04:31:23.667Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-12T04:31:23.624Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:31:23.588Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check sources: answer does not match /https?:///", "timestamp": "2026-10-12T04:31:23.554Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-12T04:31:23.516Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns before producing the final formatted Markdown answer with URLs and two-line summaries; the last message is just 'Let me extract the search results from the saved file' with no final output delivered to the user. The sources check also FAILed because no URLs appeared in the final answer.", "timestamp": "2026-10-12T04:31:23.481Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made several jq calls to probe the file structure before extracting data, which added some overhead, but the overall path was reasonably direct given the file size constraint.", "timestamp": "2026-10-12T04:31:23.442Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When get-dataset-items returned a result too large for tokens and was saved to a file, the agent correctly pivoted to using Bash/jq to extract the data from the file, successfully recovering from the truncation error.", "timestamp": "2026-10-12T04:31:23.409Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and used jq to extract real data from the results, including titles, URLs, and markdown content from the actual scraped pages rather than inventing data.", "timestamp": "2026-10-12T04:31:23.371Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/rag-web-browser with query='fastest growing startups in San Francisco 2026', maxResults=5, and outputFormats=['markdown'] - all correct and well-formed inputs.", "timestamp": "2026-10-12T04:31:23.334Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used apify/rag-web-browser as specified in the task, and used appropriate supporting tools (fetch-actor-details, call-actor, get-dataset-items, Bash) to retrieve and process results.", "timestamp": "2026-10-12T04:31:23.298Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:19:52.115Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: sources", "timestamp": "2026-10-12T04:19:52.076Z", "metadata": {} }, "check.sources": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /https?:///", "timestamp": "2026-10-12T04:19:52.036Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-12T04:19:51.995Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-12T04:19:51.956Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): query", "timestamp": "2026-10-12T04:19:51.915Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:19:51.836Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/rag-web-browser", "timestamp": "2026-10-12T04:19:51.744Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "sources" ], "judgeComment": "FAIL: check sources: answer does not match /https?:///" }, { "scenarioId": "rag-web-browser-discovery-web-search-with-sources", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:18:47.100Z", "day": "2026-10-12", "traceId": "0ebec004e35846487fec15241a07990d", "observationId": "c55a2f0bc9fdccb8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0ebec004e35846487fec15241a07990d?observation=c55a2f0bc9fdccb8", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "find", "title": "rag-web-browser / find / web-search-with-sources", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-12T04:31:21.277Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-12T04:31:21.199Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "none", "comment": "the agent ran no Actor", "timestamp": "2026-10-12T04:31:21.162Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-12T04:31:21.126Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:31:21.089Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-12T04:31:21.048Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent did not use apify/rag-web-browser as required, did not fetch live pages with quoted content, and the 'Actor' line in the final answer explicitly admits failure to use an Apify Actor, so the task was not completed as specified.", "timestamp": "2026-10-12T04:31:21.012Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made multiple WebFetch attempts to various sites that failed, and never attempted to search the Apify store for the appropriate Actor, making the plan inefficient and ultimately unsuccessful.", "timestamp": "2026-10-12T04:31:20.977Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When WebFetch calls returned 404, 403, or unhelpful content, the agent fell back to the WebSearch summary result rather than trying to find and run the correct Apify Actor (apify/rag-web-browser).", "timestamp": "2026-10-12T04:31:20.942Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent used the WebSearch result data (which listed box office figures) to construct the final answer, though it relied on the search result summary rather than fetching a live page with quoted content as required.", "timestamp": "2026-10-12T04:31:20.906Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The WebSearch query 'top highest grossing James Bond movies box office all time' is sensible, and the WebFetch URLs attempted (Box Office Mojo, Wikipedia, The Numbers, IMDB) are reasonable targets for box office data.", "timestamp": "2026-10-12T04:31:20.871Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used WebSearch and WebFetch (generic web tools) instead of discovering and running the Apify Actor apify/rag-web-browser, which is the intended tool for this task on the Apify platform.", "timestamp": "2026-10-12T04:31:20.822Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:19:32.468Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, query", "timestamp": "2026-10-12T04:19:32.423Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-10-12T04:19:32.387Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-12T04:19:32.348Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-12T04:19:32.311Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/rag-web-browser\"", "timestamp": "2026-10-12T04:19:32.233Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-12T04:19:32.145Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "none", "infraOk": true, "failedChecks": [ "query", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser" }, { "scenarioId": "cheerio-scraper-usage-foyles-manga-two-hops", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:18:52.359Z", "day": "2026-10-12", "traceId": "cd21b99cbe16a5d2ea2a7932db63fd1e", "observationId": "993c792b9a2edef0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/cd21b99cbe16a5d2ea2a7932db63fd1e?observation=993c792b9a2edef0", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "use", "title": "cheerio / use / foyles-manga-two-hops", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 6 Actor run(s), expected at most 2", "timestamp": "2026-10-12T04:31:16.770Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 6 Actor run(s), expected at most 2", "timestamp": "2026-10-12T04:31:16.689Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-12T04:31:16.653Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:31:16.619Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 6 Actor run(s), expected at most 2", "timestamp": "2026-10-12T04:31:16.583Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 0, "stringValue": null, "comment": "call-actor: data must have required property 'actor', data must have required property 'input', data must NOT have additional properties", "timestamp": "2026-10-12T04:31:16.545Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never successfully extracted any manga book titles and prices - all cheerio-scraper runs got 403 blocked, the one web-scraper success returned empty books array, and the agent ran out of turns without presenting any book data.", "timestamp": "2026-10-12T04:31:16.506Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 6 actor runs (facts confirm ranOk FAIL for exceeding 2 runs), including a failed input validation run, two cheerio-scraper 403 failures, then switched to web-scraper for 3 more runs, showing excessive iteration without a clear strategy.", "timestamp": "2026-10-12T04:31:16.469Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When cheerio-scraper got 403 errors, the agent switched to web-scraper (wrong actor) instead of trying different proxy configurations or other cheerio-scraper settings; the web-scraper also got 403 on the last attempt, and the agent ran out of turns without resolving the issue.", "timestamp": "2026-10-12T04:31:16.427Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent correctly retrieved error details from dataset items and used them to understand the 403 blocking issue, then attempted different approaches based on those results.", "timestamp": "2026-10-12T04:31:16.391Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call to cheerio-scraper failed input validation (missing proper globs array format), the second call had correct format but got 403 blocked. The web-scraper calls had mostly correct inputs but one failed due to 'useChrome' not being a valid field.", "timestamp": "2026-10-12T04:31:16.352Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent correctly started with apify/cheerio-scraper as required, then switched to apify/web-scraper when cheerio-scraper got 403 blocked - the task specifically asked for cheerio-scraper, so switching was a wrong choice.", "timestamp": "2026-10-12T04:31:16.317Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:21:15.869Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-12T04:21:15.825Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-12T04:21:15.788Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 6 run(s): maxPagesPerCrawl", "timestamp": "2026-10-12T04:21:15.736Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 6 run(s): maxCrawlingDepth", "timestamp": "2026-10-12T04:21:15.702Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 6 run(s): pageFunction", "timestamp": "2026-10-12T04:21:15.647Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 6 run(s): startUrls[0].url", "timestamp": "2026-10-12T04:21:15.611Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 6 Actor run(s), expected at most 2", "timestamp": "2026-10-12T04:21:15.521Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/cheerio-scraper", "timestamp": "2026-10-12T04:21:15.436Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "schemaValidity", "ranOk" ], "judgeComment": "FAIL: check ranOk: 6 Actor run(s), expected at most 2" }, { "scenarioId": "cheerio-scraper-discovery-ikea-static-catalog", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:19:32.504Z", "day": "2026-10-12", "traceId": "c7ddb8b0607d2d78f2dbe6aae9fdbcf6", "observationId": "845749851bd176b3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c7ddb8b0607d2d78f2dbe6aae9fdbcf6?observation=845749851bd176b3", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "find", "title": "cheerio / find / ikea-static-catalog", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-12T04:31:13.068Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-12T04:31:12.980Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "pintostudio/ikea-products-bycategory", "comment": "Actors the agent ran: pintostudio/ikea-products-bycategory", "timestamp": "2026-10-12T04:31:12.944Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-12T04:31:12.909Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:31:12.876Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-12T04:31:12.839Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-12T04:31:12.806Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned 9 real product names and prices from the IKEA chest of drawers category, but used the wrong actor (pintostudio/ikea-products-bycategory instead of apify/cheerio-scraper) and the actor uses IKEA's catalog API rather than server-rendered HTML scraping as the user requested, failing the core requirement for a lightweight non-browser HTML extractor.", "timestamp": "2026-10-12T04:31:12.773Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made multiple jq calls to probe the data structure (first checking priceText which returned 'Price', then discovering the correct salesPrice.current fields), which added some steps but was reasonable given the nested structure.", "timestamp": "2026-10-12T04:31:12.739Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the dataset result exceeded token limits, the agent correctly redirected to using Bash/jq to parse the saved file and successfully extracted the needed data.", "timestamp": "2026-10-12T04:31:12.701Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used jq to parse the dataset file and extracted real product names and prices (STORKLINTA £139, FÅGELFJÄLLET £199, etc.) from the actual API response rather than inventing data.", "timestamp": "2026-10-12T04:31:12.663Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly passed categoryUrl, localeCode='en_GB', page=1, and perPage=10 to the chosen actor, which are all valid inputs per the schema.", "timestamp": "2026-10-12T04:31:12.626Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose pintostudio/ikea-products-bycategory instead of apify/cheerio-scraper, which is a purpose-built IKEA scraper rather than the lightweight HTML scraper the user explicitly requested; the rightActor check is FAIL.", "timestamp": "2026-10-12T04:31:12.591Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:20:39.393Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-10-12T04:20:39.352Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): pintostudio/ikea-products-bycategory: maxPagesPerCrawl is missing (expected at most 5)", "timestamp": "2026-10-12T04:20:39.286Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: pintostudio/ikea-products-bycategory: pageFunction is missing (expected to be set)", "timestamp": "2026-10-12T04:20:39.247Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:20:39.211Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/cheerio-scraper\"", "timestamp": "2026-10-12T04:20:39.130Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-12T04:20:39.033Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "pintostudio/ikea-products-bycategory", "infraOk": true, "failedChecks": [ "pageCap", "pageFunction", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper" }, { "scenarioId": "ai-web-scraper-usage-apify-store-first-page", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:19:35.246Z", "day": "2026-10-12", "traceId": "46239cb3fe624bbfda1f26c4892c4f5a", "observationId": "781774e06798e22b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/46239cb3fe624bbfda1f26c4892c4f5a?observation=781774e06798e22b", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "use", "title": "ai-web / use / apify-store-first-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent produced a comprehensive table of 36 actors with name, description, rating, and number of users drawn from the actual scraped data, fulfilling the task requirements.", "timestamp": "2026-10-12T04:31:11.050Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent produced a comprehensive table of 36 actors with name, description, rating, and number of users drawn from the actual scraped data, fulfilling the task requirements.", "timestamp": "2026-10-12T04:31:11.017Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-12T04:31:10.981Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:31:10.942Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first get-dataset-items call with fields='data.name,data.description,data.rating,data.number_of_users' returned empty items ({}), suggesting the structured data fields were not populated by the Actor - the data was only available in the markdown field, requiring the agent to parse raw markdown instead of using clean structured output.", "timestamp": "2026-10-12T04:31:10.909Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-12T04:31:10.870Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a comprehensive table of 36 actors with name, description, rating, and number of users drawn from the actual scraped data, fulfilling the task requirements.", "timestamp": "2026-10-12T04:31:10.838Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 5 tool calls: fetch-actor-details, call-actor, get-dataset-items (with fields, returned empty), get-dataset-items (without fields, returned full data), and Read to parse the large output - a reasonable path with only one retry needed.", "timestamp": "2026-10-12T04:31:10.793Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first get-dataset-items call with field projection returned empty items ({}), the agent immediately retried without field projection to get the full data, successfully recovering.", "timestamp": "2026-10-12T04:31:10.758Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the full dataset output from the file and extracted actor names, descriptions, ratings, and user counts directly from the markdown content returned by the scraper, not from memory.", "timestamp": "2026-10-12T04:31:10.725Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used extractionMode='single' which is correct for single-page scraping, provided the correct startUrl, and included a good prompt. However, the deterministic check shows maxPagesToVisit was missing (onePage: FAIL), though in 'single' mode this parameter is ignored per the schema description.", "timestamp": "2026-10-12T04:31:10.692Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, and Read tools, all appropriate for the task of running apify/ai-web-scraper and retrieving results.", "timestamp": "2026-10-12T04:31:10.651Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:20:58.445Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-12T04:20:58.379Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-12T04:20:58.339Z", "metadata": {} }, "check.onePage": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper: maxPagesToVisit is missing (expected at most 3)", "timestamp": "2026-10-12T04:20:58.298Z", "metadata": {} }, "check.promptGiven": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): prompt", "timestamp": "2026-10-12T04:20:58.259Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-12T04:20:58.208Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:20:58.125Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-10-12T04:20:57.980Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "onePage" ], "judgeComment": "PASS: The agent produced a comprehensive table of 36 actors with name, description, rating, and number of users drawn from the actual scraped data, fulfilling the task requirements." }, { "scenarioId": "ai-web-scraper-discovery-climate-articles-three-sites", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:19:52.150Z", "day": "2026-10-12", "traceId": "48db223ae35b0b89d8488ee7580f931e", "observationId": "3aeeb3a76f04bad0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/48db223ae35b0b89d8488ee7580f931e?observation=3aeeb3a76f04bad0", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "find", "title": "ai-web / find / climate-articles-three-sites", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used automation-lab/news-article-extractor, moving_beacon-owner1/my-actor-62; expected apify/ai-web-scraper", "timestamp": "2026-10-12T04:31:10.108Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used automation-lab/news-article-extractor, moving_beacon-owner1/my-actor-62; expected apify/ai-web-scraper", "timestamp": "2026-10-12T04:31:10.011Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "automation-lab/news-article-extractor", "comment": "Actors the agent ran: automation-lab/news-article-extractor, moving_beacon-owner1/my-actor-62", "timestamp": "2026-10-12T04:31:09.972Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-12T04:31:09.936Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:31:09.903Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used automation-lab/news-article-extractor, moving_beacon-owner1/my-actor-62; expected apify/ai-web-scraper", "timestamp": "2026-10-12T04:31:09.870Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "11 tool calls valid", "timestamp": "2026-10-12T04:31:09.838Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer reports 5 articles per site with titles and dates but explicitly admits author names are missing; the articles retrieved are not from the specific climate-focused URLs requested (they are general news from those outlets); the wrong actor was used; and the namedActor check confirms the answer does not contain 'apify/ai-web-scraper'.", "timestamp": "2026-10-12T04:31:09.804Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 3 actor runs (one failed, one failed, one succeeded) and conducted multiple searches, which was somewhat inefficient but not egregiously so given the failures; however, it never searched for or considered apify/ai-web-scraper despite the user's explicit 'no selectors or code' requirement.", "timestamp": "2026-10-12T04:31:09.767Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first actor (automation-lab/news-article-extractor) returned 0 items, the agent searched for a different actor and tried again; when the second run also returned 0 items, it retried without the keyword filter and succeeded with 15 items.", "timestamp": "2026-10-12T04:31:09.732Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent correctly fetched dataset items from the final run (datasetId q2mVMfnIaCQRh6dEC) and used the actual returned titles, sources, and publication dates in its answer rather than inventing data.", "timestamp": "2026-10-12T04:31:09.663Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The inputs provided to both actors were structurally valid (correct field types, required fields present), but the actor moving_beacon-owner1/my-actor-62 uses source keys like 'guardian','bbc','reuters' rather than the specific climate URLs, and neither actor received a natural-language prompt as required by apify/ai-web-scraper; promptGiven and pageCap checks both FAIL.", "timestamp": "2026-10-12T04:31:09.628Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for actors and chose automation-lab/news-article-extractor first, then moving_beacon-owner1/my-actor-62, neither of which is the intended apify/ai-web-scraper; the rightActor deterministic check confirms FAIL, and the task required a 'describe what you need' extractor without selectors or code.", "timestamp": "2026-10-12T04:31:09.550Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:21:28.658Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-12T04:21:28.616Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: maxPagesToVisit is missing (expected at most 20); moving_beacon-owner1/my-actor-62: maxPagesToVisit is missing (expected at most 20); moving_beacon-owner1/my-actor-62: maxPagesToVisit is missing (expected at most 20)", "timestamp": "2026-10-12T04:21:28.579Z", "metadata": {} }, "check.promptGiven": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: prompt is missing (expected to be set); moving_beacon-owner1/my-actor-62: prompt is missing (expected to be set); moving_beacon-owner1/my-actor-62: prompt is missing (expected to be set)", "timestamp": "2026-10-12T04:21:28.534Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 3 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:21:28.491Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/ai-web-scraper\"", "timestamp": "2026-10-12T04:21:28.408Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used automation-lab/news-article-extractor, moving_beacon-owner1/my-actor-62; expected apify/ai-web-scraper", "timestamp": "2026-10-12T04:21:28.317Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "automation-lab/news-article-extractor", "infraOk": true, "failedChecks": [ "pageCap", "promptGiven", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used automation-lab/news-article-extractor, moving_beacon-owner1/my-actor-62; expected apify/ai-web-scraper" }, { "scenarioId": "zillow-zip-search-usage-scottsdale", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:20:39.426Z", "day": "2026-10-12", "traceId": "3cea06a464f715f39e20958c57d9535a", "observationId": "cf573440a1994734", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3cea06a464f715f39e20958c57d9535a?observation=cf573440a1994734", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "use", "title": "zillow-zip-search / use / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported 10 homes retrieved and identified the cheapest property as $234,000 at 3500 N HAYDEN Road #1901, Scottsdale, AZ 85251, fulfilling all task requirements.", "timestamp": "2026-10-12T04:30:59.274Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported 10 homes retrieved and identified the cheapest property as $234,000 at 3500 N HAYDEN Road #1901, Scottsdale, AZ 85251, fulfilling all task requirements.", "timestamp": "2026-10-12T04:30:59.237Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-12T04:30:59.189Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:30:59.147Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly read the schema, set all required boolean flags, applied the price cap and result limit, and reported accurate grounded results.", "timestamp": "2026-10-12T04:30:59.106Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-12T04:30:59.064Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported 10 homes retrieved and identified the cheapest property as $234,000 at 3500 N HAYDEN Road #1901, Scottsdale, AZ 85251, fulfilling all task requirements.", "timestamp": "2026-10-12T04:30:59.018Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve results — no redundant steps.", "timestamp": "2026-10-12T04:30:58.978Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and correctly identified the cheapest property ($234,000 at 3500 N HAYDEN Road #1901) from the actual returned data, confirmed by the grounded PASS check.", "timestamp": "2026-10-12T04:30:58.938Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set zipCodes=['85251'], priceMax=800000, resultsLimit=10, forSaleByAgent=true, forSaleByOwner=false, forRent=false, sold=false — all required fields correctly populated as confirmed by the requiredFlags PASS check.", "timestamp": "2026-10-12T04:30:58.896Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-12T04:30:58.852Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:21:33.292Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-12T04:21:33.254Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 2 numbers found in Actor output", "timestamp": "2026-10-12T04:21:33.213Z", "metadata": {} }, "check.tenResults": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-12T04:21:33.173Z", "metadata": {} }, "check.priceCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): priceMax", "timestamp": "2026-10-12T04:21:33.131Z", "metadata": {} }, "check.requiredFlags": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-12T04:21:33.087Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:21:33.045Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/zillow-zip-search", "timestamp": "2026-10-12T04:21:32.994Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{1,3},\\d{3}/", "timestamp": "2026-10-12T04:21:32.948Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent correctly reported 10 homes retrieved and identified the cheapest property as $234,000 at 3500 N HAYDEN Road #1901, Scottsdale, AZ 85251, fulfilling all task requirements." }, { "scenarioId": "zillow-zip-search-discovery-scottsdale", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:20:41.725Z", "day": "2026-10-12", "traceId": "9937846882e99c04c93351a5e4e3c35e", "observationId": "80eb1185199ac294", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9937846882e99c04c93351a5e4e3c35e?observation=80eb1185199ac294", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "find", "title": "zillow-zip-search / find / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used pear_fight/zillow-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-12T04:31:00.046Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used pear_fight/zillow-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-12T04:30:59.931Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "pear_fight/zillow-scraper", "comment": "Actors the agent ran: pear_fight/zillow-scraper", "timestamp": "2026-10-12T04:30:59.895Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-12T04:30:59.859Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:30:59.772Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used pear_fight/zillow-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-12T04:30:59.740Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-12T04:30:59.705Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered 10 homes with addresses and prices under $800,000 in ZIP 85251, and ended with the required Actor line, but used the wrong actor (pear_fight/zillow-scraper instead of maxcopell/zillow-zip-search), failing the rightActor and namedActor checks.", "timestamp": "2026-10-12T04:30:59.663Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls in a logical sequence: search, fetch details, call actor, poll run, get results — a reasonably direct path with no unnecessary repetition.", "timestamp": "2026-10-12T04:30:59.540Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items from the run and directly used those addresses and prices in the final answer without inventing data.", "timestamp": "2026-10-12T04:30:59.503Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed location='85251', maxPrice=800000, and maxListings=10 to the actor, which are well-formed and sensible inputs matching the task requirements.", "timestamp": "2026-10-12T04:30:59.463Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors and then selected pear_fight/zillow-scraper instead of the intended maxcopell/zillow-zip-search; the rightActor check is FAIL because the wrong actor was chosen.", "timestamp": "2026-10-12T04:30:59.425Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:22:03.560Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-12T04:22:03.523Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:22:03.487Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"maxcopell/zillow\"", "timestamp": "2026-10-12T04:22:03.441Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used pear_fight/zillow-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-12T04:22:03.389Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "pear_fight/zillow-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used pear_fight/zillow-scraper; expected ^maxcopell/zillow" }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:20:58.480Z", "day": "2026-10-12", "traceId": "639bf7537ea678f08d584d20ff71ba19", "observationId": "8c853e5565393c75", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/639bf7537ea678f08d584d20ff71ba19?observation=8c853e5565393c75", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 2 numbers not in Actor output: 225,163", "timestamp": "2026-10-12T04:31:02.384Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 2 numbers not in Actor output: 225,163", "timestamp": "2026-10-12T04:31:02.278Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-12T04:31:02.238Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:31:02.192Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 2 numbers not in Actor output: 225,163", "timestamp": "2026-10-12T04:31:02.157Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-12T04:31:02.118Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported follower count (104,345,075 - correct per reference), average likes per post (225,163 - flagged as grounded FAIL since it's a computed value not directly in output, but mathematically derived from the actual data), and a coherent engagement interpretation sentence; however the grounded check officially FAILed for the average likes value.", "timestamp": "2026-10-12T04:31:02.074Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two parallel actor calls (profile details and posts), then retrieved data efficiently with targeted field projections, completing the task in a minimal number of steps.", "timestamp": "2026-10-12T04:31:02.009Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The second actor run initially returned RUNNING status, and the agent correctly polled with get-actor-run to wait for completion before fetching results.", "timestamp": "2026-10-12T04:31:01.962Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved follower count (104,345,075) from the profile dataset and likesCount values from the posts dataset, but the computed average of 225,163 does not match the actual average of the 20 retrieved values (sum=4,503,267/20=225,163.35), which actually checks out mathematically — however the grounded check FAIL indicates 225,163 was not found in Actor output as a single value, meaning the agent computed it correctly but the number itself wasn't directly in the data.", "timestamp": "2026-10-12T04:31:01.927Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used correct inputs: directUrls with the NASA Instagram URL, resultsType='details' for profile and resultsType='posts' for posts, with appropriate resultsLimit=20.", "timestamp": "2026-10-12T04:31:01.891Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used apify/instagram-scraper for both profile details and posts, which is the intended actor for this task.", "timestamp": "2026-10-12T04:31:01.850Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:22:24.621Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-12T04:22:24.582Z", "metadata": {} }, "check.followers": { "value": 1, "stringValue": null, "comment": "PASS: followersCount within 2%", "timestamp": "2026-10-12T04:22:24.546Z", "metadata": {} }, "check.grounded": { "value": 0.5, "stringValue": null, "comment": "FAIL: 1 of 2 numbers not in Actor output: 225,163", "timestamp": "2026-10-12T04:22:24.498Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): directUrls[0]", "timestamp": "2026-10-12T04:22:24.455Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:22:24.418Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-10-12T04:22:24.376Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-10-12T04:22:24.328Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 2 numbers not in Actor output: 225,163" }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:21:01.438Z", "day": "2026-10-12", "traceId": "70d9bb582714911667404c615117da22", "observationId": "00689ee8dce8ce5f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/70d9bb582714911667404c615117da22?observation=00689ee8dce8ce5f", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-12T04:30:53.941Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-12T04:30:53.854Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/instagram-post-scraper", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-12T04:30:53.790Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-12T04:30:53.759Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:30:53.721Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-12T04:30:53.691Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-12T04:30:53.652Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent used the wrong actor (apify/instagram-post-scraper instead of apify/instagram-scraper) and only retrieved 2 posts instead of 3, failing to fulfill the task requirement of 3 most recent posts.", "timestamp": "2026-10-12T04:30:53.618Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls (search, run, fetch) with no redundant steps, which is a direct path.", "timestamp": "2026-10-12T04:30:53.579Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and correctly reported the actual count (2) returned by the actor rather than inventing data.", "timestamp": "2026-10-12T04:30:53.549Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=['nasa'] and resultsLimit=3 to apify/instagram-post-scraper, which are valid inputs for that actor's schema.", "timestamp": "2026-10-12T04:30:53.507Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, call-actor, and get-dataset-items which are appropriate tools, but selected apify/instagram-post-scraper instead of the intended apify/instagram-scraper (rightActor check FAIL).", "timestamp": "2026-10-12T04:30:53.471Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:21:36.608Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-12T04:21:36.568Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:21:36.533Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-12T04:21:36.495Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-12T04:21:36.453Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/instagram-post-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper" }, { "scenarioId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:21:15.901Z", "day": "2026-10-12", "traceId": "4c2d380cb8884b3e2025d5a9f13ca26b", "observationId": "2197fbcc6b864495", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4c2d380cb8884b3e2025d5a9f13ca26b?observation=2197fbcc6b864495", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "use", "title": "instagram-reel / use / natgeo-skip-pinned", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer reports the first sentence of each caption, play count, and duration for all 3 reels, grounded in retrieved data with all values verified by the harness.", "timestamp": "2026-10-12T04:30:49.225Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer reports the first sentence of each caption, play count, and duration for all 3 reels, grounded in retrieved data with all values verified by the harness.", "timestamp": "2026-10-12T04:30:49.169Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-12T04:30:49.116Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:30:49.086Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, provided proper inputs, retrieved real data, and reported accurate results.", "timestamp": "2026-10-12T04:30:49.046Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-12T04:30:49.010Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports the first sentence of each caption, play count, and duration for all 3 reels, grounded in retrieved data with all values verified by the harness.", "timestamp": "2026-10-12T04:30:48.967Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls (fetch details, run actor, get items) with no redundant steps.", "timestamp": "2026-10-12T04:30:48.935Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 8 numbers in the final answer were found in Actor output, and captions match the dataset items retrieved.", "timestamp": "2026-10-12T04:30:48.894Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-reel-scraper with username=[\"natgeo\"], resultsLimit=3, and skipPinnedPosts=true, matching all required inputs confirmed by deterministic checks.", "timestamp": "2026-10-12T04:30:48.856Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-12T04:30:48.813Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:21:59.071Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-12T04:21:59.031Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 8 numbers found in Actor output", "timestamp": "2026-10-12T04:21:58.988Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-12T04:21:58.946Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-12T04:21:58.903Z", "metadata": {} }, "check.threeReels": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-12T04:21:58.864Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-12T04:21:58.826Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:21:58.749Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-12T04:21:58.662Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer reports the first sentence of each caption, play count, and duration for all 3 reels, grounded in retrieved data with all values verified by the harness." }, { "scenarioId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:21:28.691Z", "day": "2026-10-12", "traceId": "e52386ba951a13947551400a1d1399fa", "observationId": "02374a94ba1dac5f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e52386ba951a13947551400a1d1399fa?observation=02374a94ba1dac5f", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "find", "title": "instagram-reel / find / natgeo-reels-shares", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-12T04:30:49.766Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-12T04:30:49.678Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-reel-scraper", "timestamp": "2026-10-12T04:30:49.644Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-12T04:30:49.601Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-12T04:30:49.563Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The actor run SUCCEEDED with includeSharesCount=true in the input (sharesFlag PASS), but the dataset items returned no sharesCount field - the agent searched the full output file and could not find share count data, leading to 'Not available' in the final answer despite the correct input flag being set.", "timestamp": "2026-10-12T04:30:49.480Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-12T04:30:49.447Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported captions and play counts correctly from retrieved data, but failed to provide share counts despite the sharesFlag check passing (input had includeSharesCount=true), meaning the task requirement for share counts was not fulfilled in the final answer.", "timestamp": "2026-10-12T04:30:49.389Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made a reasonable number of calls: search, fetch details, call actor, poll run, get dataset items with fields, then get full dataset to look for shares - slightly redundant but not excessive.", "timestamp": "2026-10-12T04:30:49.355Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the shares count data was not present in the output, the agent correctly noted it was unavailable rather than inventing values, and read the full file to verify.", "timestamp": "2026-10-12T04:30:49.315Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual retrieved data for captions and play counts (e.g., 4,342,906 plays for the pangolin reel), but the shares count field was absent from the dataset output despite includeSharesCount=true being passed.", "timestamp": "2026-10-12T04:30:49.280Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with username=['natgeo'], resultsLimit=3, and includeSharesCount=true, which are all correct inputs for the task.", "timestamp": "2026-10-12T04:30:49.239Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-reel-scraper, the specific Reels actor, rather than a generic Instagram scraper.", "timestamp": "2026-10-12T04:30:49.201Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:22:49.308Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-12T04:22:49.262Z", "metadata": {} }, "check.sharesFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeSharesCount", "timestamp": "2026-10-12T04:22:49.221Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:22:49.172Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-reel-scraper\"", "timestamp": "2026-10-12T04:22:49.094Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-12T04:22:48.996Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-usage-natgeo-about-section", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:21:33.323Z", "day": "2026-10-12", "traceId": "0ec2da03e611b5daf22cac35df682796", "observationId": "0ae614b40596cf4c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0ec2da03e611b5daf22cac35df682796?observation=0ae614b40596cf4c", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "use", "title": "instagram-profile / use / natgeo-about-section", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly reported that the country field was not populated in the response, which is an accurate reflection of the data (no country field was returned by the actor).", "timestamp": "2026-10-12T04:30:47.715Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly reported that the country field was not populated in the response, which is an accurate reflection of the data (no country field was returned by the actor).", "timestamp": "2026-10-12T04:30:47.675Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-12T04:30:47.641Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:30:47.602Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly used the right actor, provided proper inputs, utilized retrieved data accurately, and gave an honest answer about the missing country field which was genuinely absent from the scraped data.", "timestamp": "2026-10-12T04:30:47.569Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-12T04:30:47.528Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly reported that the country field was not populated in the response, which is an accurate reflection of the data (no country field was returned by the actor).", "timestamp": "2026-10-12T04:30:47.496Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made an extra get-dataset-items call (fetching all fields after already getting the needed fields in the first call), which was slightly redundant but not severely wasteful.", "timestamp": "2026-10-12T04:30:47.459Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the biography 'Step into wonder and find your inner explorer with National Geographic 🌎' and isBusinessAccount=true from the retrieved dataset items, not from invention.", "timestamp": "2026-10-12T04:30:47.425Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with usernames=['natgeo'] and includeAboutSection=true, which are the correct inputs per the schema and task requirements.", "timestamp": "2026-10-12T04:30:47.384Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items tools with the apify/instagram-profile-scraper actor as specified in the task.", "timestamp": "2026-10-12T04:30:47.351Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:22:19.067Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-12T04:22:19.015Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-12T04:22:18.974Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-12T04:22:18.940Z", "metadata": {} }, "check.aboutSection": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeAboutSection", "timestamp": "2026-10-12T04:22:18.899Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): usernames[0]", "timestamp": "2026-10-12T04:22:18.818Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:22:18.782Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-12T04:22:18.704Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly reported that the country field was not populated in the response, which is an accurate reflection of the data (no country field was returned by the actor)." }, { "scenarioId": "instagram-profile-scraper-discovery-natgeo-verified", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:21:36.641Z", "day": "2026-10-12", "traceId": "945098904664b20bc182142767b28dc0", "observationId": "0b965819d7cdcd8f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/945098904664b20bc182142767b28dc0?observation=0b965819d7cdcd8f", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "find", "title": "instagram-profile / find / natgeo-verified", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer correctly reports @natgeo is verified, quotes the exact bio from retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line.", "timestamp": "2026-10-12T04:30:44.154Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer correctly reports @natgeo is verified, quotes the exact bio from retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line.", "timestamp": "2026-10-12T04:30:44.120Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-profile-scraper", "timestamp": "2026-10-12T04:30:44.084Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-12T04:30:44.043Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:30:44.006Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered, ran, and reported results from apify/instagram-profile-scraper with no issues.", "timestamp": "2026-10-12T04:30:43.975Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-12T04:30:43.936Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer correctly reports @natgeo is verified, quotes the exact bio from retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line.", "timestamp": "2026-10-12T04:30:43.902Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: search → fetch details → run actor → get results, with no redundant calls or backtracking.", "timestamp": "2026-10-12T04:30:43.867Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the retrieved data: verified=true and biography='Step into wonder and find your inner explorer with National Geographic 🌎' from the dataset items, not invented.", "timestamp": "2026-10-12T04:30:43.834Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed {\"usernames\": [\"natgeo\"]} to the profile scraper (matching the required 'usernames' array field) and requested only the relevant fields (verified, biography) when fetching dataset items.", "timestamp": "2026-10-12T04:30:43.795Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors to find Instagram scrapers, fetch-actor-details to confirm the profile scraper, call-actor to run apify/instagram-profile-scraper, and get-dataset-items to retrieve results — all appropriate tools for the task.", "timestamp": "2026-10-12T04:30:43.759Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:22:10.672Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-12T04:22:10.635Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:22:10.599Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-profile-scraper\"", "timestamp": "2026-10-12T04:22:10.522Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-12T04:22:10.440Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer correctly reports @natgeo is verified, quotes the exact bio from retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line." }, { "scenarioId": "instagram-post-scraper-usage-natgeo-three-posts", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:21:59.132Z", "day": "2026-10-12", "traceId": "aa8dbeed991866c2bb8dff10d3c24de2", "observationId": "8eff3614528a4de9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/aa8dbeed991866c2bb8dff10d3c24de2?observation=8eff3614528a4de9", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "use", "title": "instagram-post / use / natgeo-three-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence of each caption and the like count for all 3 most recent @natgeo posts (sorted by timestamp), grounded in retrieved data, fully satisfying the task.", "timestamp": "2026-10-12T04:30:37.967Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence of each caption and the like count for all 3 most recent @natgeo posts (sorted by timestamp), grounded in retrieved data, fully satisfying the task.", "timestamp": "2026-10-12T04:30:37.863Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-12T04:30:37.768Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:30:37.664Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified the actor, ran it with proper inputs, retrieved the data, and reported accurate captions and like counts.", "timestamp": "2026-10-12T04:30:37.389Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-12T04:30:37.350Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence of each caption and the like count for all 3 most recent @natgeo posts (sorted by timestamp), grounded in retrieved data, fully satisfying the task.", "timestamp": "2026-10-12T04:30:37.307Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls (fetch details, run actor, get items) with no redundant steps or retries.", "timestamp": "2026-10-12T04:30:37.265Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 10 numbers in the answer were found in Actor output; captions and like counts are drawn directly from the dataset items returned by get-dataset-items.", "timestamp": "2026-10-12T04:30:37.232Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=[\"natgeo\"], resultsLimit=3, skipPinnedPosts=true, and dataDetailLevel=\"detailedData\" — all correct and well-formed inputs matching the schema.", "timestamp": "2026-10-12T04:30:37.191Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-12T04:30:37.155Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:22:36.264Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-12T04:22:36.232Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 10 numbers found in Actor output", "timestamp": "2026-10-12T04:22:36.189Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-12T04:22:36.151Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-12T04:22:36.111Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-12T04:22:36.062Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-12T04:22:36.023Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:22:35.943Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-12T04:22:35.859Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence of each caption and the like count for all 3 most recent @natgeo posts (sorted by timestamp), grounded in retrieved data, fully satisfying the task." }, { "scenarioId": "instagram-post-scraper-discovery-natgeo-latest-post", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:22:03.589Z", "day": "2026-10-12", "traceId": "47c45135e0948b6de6795482711636ef", "observationId": "cca7f0ef11ae04de", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/47c45135e0948b6de6795482711636ef?observation=cca7f0ef11ae04de", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "find", "title": "instagram-post / find / natgeo-latest-post", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported the first sentence of the caption ('Presented by @Rolex.') and the comment count (574), both drawn from real retrieved data, and ended with 'Actor: apify/instagram-post-scraper' as required.", "timestamp": "2026-10-12T04:30:38.704Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported the first sentence of the caption ('Presented by @Rolex.') and the comment count (574), both drawn from real retrieved data, and ended with 'Actor: apify/instagram-post-scraper' as required.", "timestamp": "2026-10-12T04:30:38.663Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-12T04:30:38.417Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-12T04:30:38.371Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:30:38.340Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent discovered the correct actor, ran it with proper inputs, utilized the retrieved data accurately, and fulfilled all task requirements.", "timestamp": "2026-10-12T04:30:38.294Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-12T04:30:38.261Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported the first sentence of the caption ('Presented by @Rolex.') and the comment count (574), both drawn from real retrieved data, and ended with 'Actor: apify/instagram-post-scraper' as required.", "timestamp": "2026-10-12T04:30:38.165Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct path: search → fetch details → run actor → poll run → get dataset items, with no redundant or wasted calls.", "timestamp": "2026-10-12T04:30:38.065Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the caption and commentsCount (574) directly from the dataset items returned by get-dataset-items and used those values in the final answer.", "timestamp": "2026-10-12T04:30:37.966Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-post-scraper with username=['natgeo'], resultsLimit=1, and dataDetailLevel='detailedData', which are well-formed and correct inputs for retrieving the most recent post.", "timestamp": "2026-10-12T04:30:37.403Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for Instagram actors, found apify/instagram-post-scraper, fetched its details, ran it, polled the run, and retrieved dataset items — all appropriate tools for the task.", "timestamp": "2026-10-12T04:30:37.370Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:23:32.561Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-12T04:23:32.527Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:23:32.491Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-post-scraper\"", "timestamp": "2026-10-12T04:23:32.420Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-12T04:23:32.327Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent correctly reported the first sentence of the caption ('Presented by @Rolex.') and the comment count (574), both drawn from real retrieved data, and ended with 'Actor: apify/instagram-post-scraper' as required." }, { "scenarioId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:22:10.710Z", "day": "2026-10-12", "traceId": "4ba968f9fa904b92c7333cecf56a5791", "observationId": "4f4a35d37860439d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4ba968f9fa904b92c7333cecf56a5791?observation=4f4a35d37860439d", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "use", "title": "instagram-hashtag / use / nasa-keyword-reels", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check items: 6 items, expected at most 5", "timestamp": "2026-10-12T04:30:40.976Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check items: 6 items, expected at most 5", "timestamp": "2026-10-12T04:30:40.892Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-12T04:30:40.858Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:30:40.815Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check items: 6 items, expected at most 5; check grounded: 1 of 9 numbers not in Actor output: 2", "timestamp": "2026-10-12T04:30:40.780Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-12T04:30:40.724Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 5 reels with captions and like counts drawn from real data; however, the grounded check flags 1 of 9 numbers not in Actor output (the value '2' appears somewhere in the answer not matching retrieved data), and keywordSearch was ultimately false rather than true as required.", "timestamp": "2026-10-12T04:30:40.689Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two actor runs — the first with keywordSearch=true failed, requiring a second run; while the retry was necessary, the initial attempt with keywordSearch=true was the correct approach per the task (keyword search for 'nasa'), so the two-run path was reasonable.", "timestamp": "2026-10-12T04:30:40.651Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first run with keywordSearch=true returned an error ('no_items'), the agent correctly retried with keywordSearch=false and successfully retrieved 5 reels.", "timestamp": "2026-10-12T04:30:40.619Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned from the second run (captions and like counts match the tool result preview), not invented data.", "timestamp": "2026-10-12T04:30:40.582Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first run used keywordSearch=true which failed; the second run used keywordSearch=false with hashtags=['nasa'], resultsType='reels', resultsLimit=5, which are otherwise correct parameters, though keywordSearch=false was flagged as a warning by the deterministic checks.", "timestamp": "2026-10-12T04:30:40.547Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-12T04:30:40.498Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:23:02.758Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: items, grounded", "timestamp": "2026-10-12T04:23:02.718Z", "metadata": {} }, "check.grounded": { "value": 0.889, "stringValue": null, "comment": "FAIL: 1 of 9 numbers not in Actor output: 2", "timestamp": "2026-10-12T04:23:02.682Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 6 items, expected at most 5", "timestamp": "2026-10-12T04:23:02.647Z", "metadata": {} }, "check.fiveResults": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): resultsLimit", "timestamp": "2026-10-12T04:23:02.612Z", "metadata": {} }, "check.reelsType": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): resultsType", "timestamp": "2026-10-12T04:23:02.574Z", "metadata": {} }, "check.keywordMode": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/instagram-hashtag-scraper: keywordSearch = false (expected true)", "timestamp": "2026-10-12T04:23:02.540Z", "metadata": {} }, "check.keywordInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): hashtags[0]", "timestamp": "2026-10-12T04:23:02.488Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:23:02.419Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-10-12T04:23:02.301Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "keywordMode" ], "judgeComment": "FAIL: check items: 6 items, expected at most 5" }, { "scenarioId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:22:19.105Z", "day": "2026-10-12", "traceId": "bf39eaae8d78d3d3be9ad919cefae5fa", "observationId": "33e32904dbfcda82", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/bf39eaae8d78d3d3be9ad919cefae5fa?observation=33e32904dbfcda82", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "find", "title": "instagram-hashtag / find / nasa-hashtag", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used data-slayer/instagram-hashtag-posts-reels-scraper-no-login; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-12T04:30:35.440Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used data-slayer/instagram-hashtag-posts-reels-scraper-no-login; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-12T04:30:35.353Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "data-slayer/instagram-hashtag-posts-reels-scraper-no-login", "comment": "Actors the agent ran: data-slayer/instagram-hashtag-posts-reels-scraper-no-login", "timestamp": "2026-10-12T04:30:35.321Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-12T04:30:35.278Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-12T04:30:35.246Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used data-slayer/instagram-hashtag-posts-reels-scraper-no-login; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-12T04:30:35.197Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-12T04:30:35.164Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 5 real Instagram posts with correct usernames and post descriptions drawn from retrieved data, fulfilling the task requirements, though it used the wrong actor (data-slayer instead of apify/instagram-hashtag-scraper) and the final line correctly names the actor used.", "timestamp": "2026-10-12T04:30:35.124Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search-actors, call-actor, get-key-value-store-record (to diagnose empty dataset), and get-dataset-items — a reasonably direct path with one extra diagnostic step that was warranted.", "timestamp": "2026-10-12T04:30:35.091Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the initial dataset appeared empty (itemCount:0 in the run result), the agent checked the key-value store OUTPUT and then fetched dataset items, successfully recovering to find all 5 results.", "timestamp": "2026-10-12T04:30:35.049Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and accurately reported the usernames, captions, and like counts from the tool results (e.g., @anastasia.myart, @n.mas, @olhardigital matching the preview data).", "timestamp": "2026-10-12T04:30:35.016Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with {hashtag: 'nasa', maxResults: 5} which matches the actor's required input schema (hashtag is required, maxResults is an integer), and the run succeeded with 5 results.", "timestamp": "2026-10-12T04:30:34.942Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors to find an Instagram hashtag scraper and selected data-slayer/instagram-hashtag-posts-reels-scraper-no-login, which is a valid hashtag scraper but not the intended apify/instagram-hashtag-scraper; the rightActor check is FAIL per the deterministic facts.", "timestamp": "2026-10-12T04:30:34.869Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:22:54.408Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-12T04:22:54.372Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:22:54.329Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-hashtag-scraper\"", "timestamp": "2026-10-12T04:22:54.287Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used data-slayer/instagram-hashtag-posts-reels-scraper-no-login; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-12T04:22:54.235Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "data-slayer/instagram-hashtag-posts-reels-scraper-no-login", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used data-slayer/instagram-hashtag-posts-reels-scraper-no-login; expected apify/instagram-hashtag-scraper" }, { "scenarioId": "facebook-posts-scraper-usage-nasa-engagement", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:22:24.655Z", "day": "2026-10-12", "traceId": "d284635539d74c0823a29591e22385f0", "observationId": "970cf6b2ef1517f8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d284635539d74c0823a29591e22385f0?observation=970cf6b2ef1517f8", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "use", "title": "facebook-posts / use / nasa-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence and summed reaction counts for all 5 posts, grounded in retrieved data as confirmed by the deterministic checks.", "timestamp": "2026-10-12T04:30:28.629Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence and summed reaction counts for all 5 posts, grounded in retrieved data as confirmed by the deterministic checks.", "timestamp": "2026-10-12T04:30:28.594Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-12T04:30:28.559Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:30:28.498Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, provided valid inputs, retrieved real data, and delivered a complete grounded answer.", "timestamp": "2026-10-12T04:30:28.459Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-12T04:30:28.425Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence and summed reaction counts for all 5 posts, grounded in retrieved data as confirmed by the deterministic checks.", "timestamp": "2026-10-12T04:30:28.384Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made exactly 3 tool calls in logical order (fetch schema, run actor, get results) with no redundant calls.", "timestamp": "2026-10-12T04:30:28.339Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 9 numbers in the answer were found in Actor output, and the post texts match the dataset items preview.", "timestamp": "2026-10-12T04:30:28.292Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed startUrls with the NASA Facebook URL and resultsLimit=5, matching the schema requirements exactly.", "timestamp": "2026-10-12T04:30:28.264Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-12T04:30:28.170Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:22:55.913Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-12T04:22:55.869Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 9 numbers found in Actor output", "timestamp": "2026-10-12T04:22:55.832Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-12T04:22:55.795Z", "metadata": {} }, "check.fivePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-12T04:22:55.755Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-12T04:22:55.720Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:22:55.680Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-12T04:22:55.645Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{2,}/", "timestamp": "2026-10-12T04:22:55.596Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence and summed reaction counts for all 5 posts, grounded in retrieved data as confirmed by the deterministic checks." }, { "scenarioId": "facebook-posts-scraper-discovery-nasa-page", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:22:36.299Z", "day": "2026-10-12", "traceId": "18d6cab75689c130c83fd70c355fdd57", "observationId": "9576eb36d647bcef", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/18d6cab75689c130c83fd70c355fdd57?observation=9576eb36d647bcef", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "find", "title": "facebook-posts / find / nasa-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents all 5 NASA Facebook posts with their full text and detailed reaction counts, ending with 'Actor: apify/facebook-posts-scraper' as required.", "timestamp": "2026-10-12T04:30:28.404Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents all 5 NASA Facebook posts with their full text and detailed reaction counts, ending with 'Actor: apify/facebook-posts-scraper' as required.", "timestamp": "2026-10-12T04:30:28.363Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/facebook-posts-scraper", "timestamp": "2026-10-12T04:30:28.319Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-12T04:30:28.286Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:30:28.257Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly discovered the right actor, called it with proper arguments, retrieved real data, and presented a complete answer fulfilling all task requirements.", "timestamp": "2026-10-12T04:30:28.186Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-12T04:30:28.141Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents all 5 NASA Facebook posts with their full text and detailed reaction counts, ending with 'Actor: apify/facebook-posts-scraper' as required.", "timestamp": "2026-10-12T04:30:28.107Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: search-actors, fetch-actor-details, call-actor, get-dataset-items — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-12T04:30:28.069Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 5 dataset items with real post texts and reaction counts from the dataset and presented them accurately in the final answer, matching the preview data.", "timestamp": "2026-10-12T04:30:28.020Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct startUrls with NASA's Facebook URL and set resultsLimit to 5, matching the task requirement exactly.", "timestamp": "2026-10-12T04:30:27.978Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/facebook-posts-scraper, the official Apify actor for scraping Facebook page posts, which is exactly the right tool for this task.", "timestamp": "2026-10-12T04:30:27.885Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:23:23.905Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-12T04:23:23.869Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:23:23.817Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-posts-scraper\"", "timestamp": "2026-10-12T04:23:23.775Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-12T04:23:23.732Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents all 5 NASA Facebook posts with their full text and detailed reaction counts, ending with 'Actor: apify/facebook-posts-scraper' as required." }, { "scenarioId": "facebook-groups-scraper-usage-recent-activity", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:22:49.342Z", "day": "2026-10-12", "traceId": "c0245fb059a42429fd62fac9fb00b8bf", "observationId": "954e94658d4ed4d1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c0245fb059a42429fd62fac9fb00b8bf?observation=954e94658d4ed4d1", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "use", "title": "facebook-groups / use / recent-activity", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 2 of 10 numbers not in Actor output: 334, 330", "timestamp": "2026-10-12T04:30:28.503Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 2 of 10 numbers not in Actor output: 334, 330", "timestamp": "2026-10-12T04:30:28.415Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-12T04:30:28.382Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:30:28.351Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 2 of 10 numbers not in Actor output: 334, 330", "timestamp": "2026-10-12T04:30:28.318Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-12T04:30:28.283Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported post text and comment counts, but fabricated member name counts (334, 330) that were not in the retrieved data, making the answer partially grounded but containing invented numbers as confirmed by the grounded FAIL check.", "timestamp": "2026-10-12T04:30:28.235Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, call actor, get dataset items — no unnecessary repetition.", "timestamp": "2026-10-12T04:30:28.204Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved dataset items and used the actual post text and commentsCount=0 from the results, but invented the member counts (334, 330) which were not in the retrieved data — the grounded check confirms 2 numbers not in Actor output.", "timestamp": "2026-10-12T04:30:28.161Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed startUrls with the correct group URL, resultsLimit=3, and viewOption='RECENT_ACTIVITY', all matching the schema requirements.", "timestamp": "2026-10-12T04:30:28.119Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-12T04:30:28.070Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:23:19.319Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-12T04:23:19.284Z", "metadata": {} }, "check.grounded": { "value": 0.8, "stringValue": null, "comment": "FAIL: 2 of 10 numbers not in Actor output: 334, 330", "timestamp": "2026-10-12T04:23:19.245Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-12T04:23:19.210Z", "metadata": {} }, "check.sortOrder": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): viewOption", "timestamp": "2026-10-12T04:23:19.175Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-12T04:23:19.140Z", "metadata": {} }, "check.groupUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-12T04:23:19.098Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:23:19.031Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-10-12T04:23:18.954Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 2 of 10 numbers not in Actor output: 334, 330" }, { "scenarioId": "facebook-groups-scraper-discovery-public-group-posts", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:22:54.441Z", "day": "2026-10-12", "traceId": "67bb2056fefa03087b94c3c5b1906869", "observationId": "51a904111d149948", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/67bb2056fefa03087b94c3c5b1906869?observation=51a904111d149948", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "find", "title": "facebook-groups / find / public-group-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used thedoor/facebook-group-post-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-12T04:30:22.651Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used thedoor/facebook-group-post-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-12T04:30:22.561Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "thedoor/facebook-group-post-scraper", "comment": "Actors the agent ran: thedoor/facebook-group-post-scraper", "timestamp": "2026-10-12T04:30:22.524Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-12T04:30:22.496Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-12T04:30:22.459Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used thedoor/facebook-group-post-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-12T04:30:22.419Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-12T04:30:22.384Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the 3 most recent posts with accurate content drawn from real retrieved data and ended with 'Actor: thedoor/facebook-group-post-scraper', fulfilling the task requirements despite using the wrong actor.", "timestamp": "2026-10-12T04:30:22.347Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: search, fetch details, run actor, get results — a direct and efficient path with no redundant steps.", "timestamp": "2026-10-12T04:30:22.317Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 3 dataset items and accurately described the content of each post (welcome posts listing new member names) using the actual text and timestamps from the tool results.", "timestamp": "2026-10-12T04:30:22.272Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct group URL as an array, set maxPosts to 3, and used sortingOrder 'newest_posts', which are all well-formed and appropriate inputs for the actor.", "timestamp": "2026-10-12T04:30:22.231Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Facebook group scrapers and selected thedoor/facebook-group-post-scraper, which is a functional actor for the task but not the intended apify/facebook-groups-scraper; the rightActor check is marked FAIL.", "timestamp": "2026-10-12T04:30:22.201Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:23:45.337Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-12T04:23:45.288Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:23:45.249Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-groups-scraper\"", "timestamp": "2026-10-12T04:23:45.158Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used thedoor/facebook-group-post-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-12T04:23:45.057Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "thedoor/facebook-group-post-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used thedoor/facebook-group-post-scraper; expected apify/facebook-groups-scraper" }, { "scenarioId": "facebook-ads-scraper-usage-nike-last-30-days", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:22:55.949Z", "day": "2026-10-12", "traceId": "4be51019a7ae6e12cb48544e42d7205c", "observationId": "a2268a8ce52654bb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4be51019a7ae6e12cb48544e42d7205c?observation=a2268a8ce52654bb", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "use", "title": "facebook-ads / use / nike-last-30-days", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 18 ads retrieved (the actual count was 20 per the facts — the dataset had 20 items), provided a real ad body text, and reported reach data as null with explanation; the item count discrepancy (18 vs 20) is a minor inaccuracy but the grounded check passed for all 4 numbers found in Actor output.", "timestamp": "2026-10-12T04:30:20.554Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 18 ads retrieved (the actual count was 20 per the facts — the dataset had 20 items), provided a real ad body text, and reported reach data as null with explanation; the item count discrepancy (18 vs 20) is a minor inaccuracy but the grounded check passed for all 4 numbers found in Actor output.", "timestamp": "2026-10-12T04:30:20.473Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-12T04:30:20.436Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:30:20.403Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent reported '18 ads' in its final answer despite the dataset containing 20 items (confirmed by facts: '20 dataset items' and the get-dataset-items result showing 'totalItemCount':20). The agent misread the intermediate run status showing 6 items and the summary line, leading to an incorrect count in the final answer.", "timestamp": "2026-10-12T04:30:20.359Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-12T04:30:20.324Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 18 ads retrieved (the actual count was 20 per the facts — the dataset had 20 items), provided a real ad body text, and reported reach data as null with explanation; the item count discrepancy (18 vs 20) is a minor inaccuracy but the grounded check passed for all 4 numbers found in Actor output.", "timestamp": "2026-10-12T04:30:20.292Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call to check additional reach/spend fields, which was a reasonable verification step rather than pointless repetition, keeping the plan efficient.", "timestamp": "2026-10-12T04:30:20.258Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When reach/spend data came back as null, the agent made a second get-dataset-items call with additional fields to verify, then correctly explained the null values as a Meta Ad Library limitation rather than a scraper failure.", "timestamp": "2026-10-12T04:30:20.224Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used actual retrieved data from the dataset: the ad body text 'Get the gear that's up for it all. Any time. Anywhere.' and the null reach/spend values are directly from the tool results, confirmed by the grounded check passing.", "timestamp": "2026-10-12T04:30:20.188Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed startUrls with the Nike Facebook page URL, resultsLimit=20, onlyAdsNewerThan='30 days', and isDetailsPerAd=true — all correct per the schema and task requirements.", "timestamp": "2026-10-12T04:30:20.149Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected fetch-actor-details to inspect the schema, then call-actor with apify/facebook-ads-scraper, then get-actor-run and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-12T04:30:20.115Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:24:11.187Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-12T04:24:11.150Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 4 numbers found in Actor output", "timestamp": "2026-10-12T04:24:11.115Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-12T04:24:11.072Z", "metadata": {} }, "check.detailsFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): isDetailsPerAd", "timestamp": "2026-10-12T04:24:11.038Z", "metadata": {} }, "check.twentyAds": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-12T04:24:10.997Z", "metadata": {} }, "check.dateRange": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): onlyAdsNewerThan", "timestamp": "2026-10-12T04:24:10.960Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-12T04:24:10.927Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:24:10.889Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-ads-scraper", "timestamp": "2026-10-12T04:24:10.855Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-12T04:24:10.812Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 18 ads retrieved (the actual count was 20 per the facts — the dataset had 20 items), provided a real ad body text, and reported reach data as null with explanation; the item count discrepancy (18 vs 20) is a minor inaccuracy but the grounded check passed for all 4 numbers found in Actor output." }, { "scenarioId": "facebook-ads-scraper-discovery-nike-ad-library", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:23:02.792Z", "day": "2026-10-12", "traceId": "0aea035c3e701bdb8d0f33738ee69e7b", "observationId": "7d8e23c8d93cc4de", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0aea035c3e701bdb8d0f33738ee69e7b?observation=7d8e23c8d93cc4de", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "find", "title": "facebook-ads / find / nike-ad-library", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used affiliatescope/meta-ads-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-12T04:30:19.446Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used affiliatescope/meta-ads-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-12T04:30:19.355Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "affiliatescope/meta-ads-scraper", "comment": "Actors the agent ran: affiliatescope/meta-ads-scraper", "timestamp": "2026-10-12T04:30:19.316Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-12T04:30:19.280Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:30:19.248Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used affiliatescope/meta-ads-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-12T04:30:19.208Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-12T04:30:19.177Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent used the wrong actor (affiliatescope/meta-ads-scraper instead of apify/facebook-ads-scraper) and searched by keyword rather than the specific facebook.com/nike page URL, so the results include non-Nike ads (Depop, Walmart, etc.) mixed in; the task was not properly completed as specified.", "timestamp": "2026-10-12T04:30:19.135Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a reasonably direct path: search for actor, fetch details, call actor, retrieve results — 4 tool calls with no redundancy.", "timestamp": "2026-10-12T04:30:19.099Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent correctly used the retrieved dataset items to report ad counts and example body text, citing real data from the tool results (e.g., 'Run through summer with gear that can take the heat.' which appears in the dataset preview).", "timestamp": "2026-10-12T04:30:19.058Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The task asked to look up ads for 'facebook.com/nike' (a specific page URL), but the agent used searchQueries=['nike'] (a keyword search) instead of the urls or pageIds parameter with the Nike Facebook page URL, which is a meaningful deviation from the task requirements.", "timestamp": "2026-10-12T04:30:19.028Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items which are appropriate tools, but selected affiliatescope/meta-ads-scraper instead of the intended apify/facebook-ads-scraper, and also searched by keyword 'nike' rather than by the specific facebook.com/nike page URL as instructed.", "timestamp": "2026-10-12T04:30:18.993Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:24:07.105Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-12T04:24:07.069Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:24:07.025Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-ads-scraper\"", "timestamp": "2026-10-12T04:24:06.949Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used affiliatescope/meta-ads-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-12T04:24:06.863Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "affiliatescope/meta-ads-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used affiliatescope/meta-ads-scraper; expected apify/facebook-ads-scraper" }, { "scenarioId": "tripadvisor-usage-rome-restaurants", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:23:19.353Z", "day": "2026-10-12", "traceId": "43662f58aa056920804cc0d2024de050", "observationId": "9601644c79179043", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/43662f58aa056920804cc0d2024de050?observation=9601644c79179043", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "use", "title": "tripadvisor / use / rome-restaurants", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 10 restaurants with cuisine types, price ranges, and ratings, reported the count (10), and named the top one (Cipasso, 4.9/5) — fully fulfilling the task requirements grounded in actual retrieved data.", "timestamp": "2026-10-12T04:30:18.050Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 10 restaurants with cuisine types, price ranges, and ratings, reported the count (10), and named the top one (Cipasso, 4.9/5) — fully fulfilling the task requirements grounded in actual retrieved data.", "timestamp": "2026-10-12T04:30:18.011Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-12T04:30:17.975Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:30:17.939Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right tools, formed correct inputs, used real retrieved data, handled the running state gracefully, followed an efficient plan, and delivered a complete answer with all requested information.", "timestamp": "2026-10-12T04:30:17.902Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-12T04:30:17.859Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 restaurants with cuisine types, price ranges, and ratings, reported the count (10), and named the top one (Cipasso, 4.9/5) — fully fulfilling the task requirements grounded in actual retrieved data.", "timestamp": "2026-10-12T04:30:17.828Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: fetch details, call actor, poll for completion (twice due to runtime), then fetch items — minimal and direct with no wasted steps.", "timestamp": "2026-10-12T04:30:17.796Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor was still RUNNING after the initial 45s wait, so the agent correctly polled again with get-actor-run until it SUCCEEDED, handling the delay gracefully.", "timestamp": "2026-10-12T04:30:17.763Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items with fields name, rating, cuisines, priceLevel, rankingPosition and directly used the returned data (e.g., Cipasso rating 4.9, Enea Ristorante $$$$) in the final answer.", "timestamp": "2026-10-12T04:30:17.727Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with query='Rome', maxItemsPerQuery=10, includeRestaurants=true, includeHotels=false, includeAttractions=false — well-formed inputs that correctly target restaurants in Rome with a cap of 10.", "timestamp": "2026-10-12T04:30:17.686Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the maxcopell/tripadvisor Actor and retrieving results.", "timestamp": "2026-10-12T04:30:17.634Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:25:44.136Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-12T04:25:44.105Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-12T04:25:44.069Z", "metadata": {} }, "check.ratingField": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-12T04:25:44.039Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-12T04:25:44.008Z", "metadata": {} }, "check.restaurantsMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeRestaurants", "timestamp": "2026-10-12T04:25:43.971Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:25:43.933Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-12T04:25:43.862Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[3-5]\\.\\d\\b/", "timestamp": "2026-10-12T04:25:43.783Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved 10 restaurants with cuisine types, price ranges, and ratings, reported the count (10), and named the top one (Cipasso, 4.9/5) — fully fulfilling the task requirements grounded in actual retrieved data." }, { "scenarioId": "tripadvisor-discovery-barcelona-attractions", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:23:23.937Z", "day": "2026-10-12", "traceId": "c5f84512e1af62ef1e05c07420d1f7be", "observationId": "1f16edda53d8d9ea", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c5f84512e1af62ef1e05c07420d1f7be?observation=1f16edda53d8d9ea", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "find", "title": "tripadvisor / find / barcelona-attractions", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-12T04:30:11.878Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-12T04:30:11.791Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "axlymxp/tripadvisor-attractions-scraper", "comment": "Actors the agent ran: axlymxp/tripadvisor-attractions-scraper", "timestamp": "2026-10-12T04:30:11.752Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-12T04:30:11.723Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:30:11.687Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-12T04:30:11.647Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-12T04:30:11.606Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent produced a well-structured comparison of top 10 Barcelona attractions by rating and review count with real data, but used the wrong actor (axlymxp/tripadvisor-attractions-scraper instead of maxcopell/tripadvisor) and named it incorrectly in the final line, failing both deterministic checks.", "timestamp": "2026-10-12T04:30:11.569Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent searched once, fetched details for one actor, ran it, and retrieved results — a direct 4-step path with no redundant calls.", "timestamp": "2026-10-12T04:30:11.534Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the dataset items returned (ratings, review counts, names) to build the comparison tables, with values matching the tool result preview exactly.", "timestamp": "2026-10-12T04:30:11.492Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input used queries:[\"Barcelona\"], maxItemsPerQuery:20, which are well-formed and sensible for retrieving Barcelona attractions with rating and review data.", "timestamp": "2026-10-12T04:30:11.446Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task. However, the deterministic check confirms it selected axlymxp/tripadvisor-attractions-scraper instead of the intended maxcopell/tripadvisor, meaning it picked a wrong actor from the search results.", "timestamp": "2026-10-12T04:30:11.403Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:23:59.921Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-12T04:23:59.870Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:23:59.796Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /maxcopell/tripadvisor(?!-)/", "timestamp": "2026-10-12T04:23:59.721Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-12T04:23:59.626Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "axlymxp/tripadvisor-attractions-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor" }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:23:32.594Z", "day": "2026-10-12", "traceId": "99b4e6938c579deff5dcc7c009f04ae0", "observationId": "327f2678e27b71fe", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/99b4e6938c579deff5dcc7c009f04ae0?observation=327f2678e27b71fe", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-12T04:30:07.842Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:30:07.752Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The Actor run Tf6nwVhAIYZxjswtj remained in RUNNING state with status message 'Nothing extracted yet' for over 4 minutes without producing any output or a meaningful error, leaving the agent unable to retrieve results before the session timed out. Better progress signals or a faster completion would allow the agent to report results.", "timestamp": "2026-10-12T04:30:07.720Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-12T04:30:07.689Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The Actor run never completed (status RUNNING, 0 dataset items) due to session timeout, so the agent was unable to report the AI Mode answer text or the number of cited sources — the task was not fulfilled.", "timestamp": "2026-10-12T04:30:07.654Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent polled get-actor-run four times with 45-second waits, which was repetitive but necessary given the Actor's slow response; checking the dataset and INPUT record mid-run was a reasonable diagnostic step, though the overall polling loop was somewhat redundant.", "timestamp": "2026-10-12T04:30:07.613Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run stayed RUNNING for over 4 minutes with 'Nothing extracted yet'; the agent kept polling with get-actor-run and also checked the dataset and key-value store INPUT record, which is reasonable behavior, though the session timed out before completion.", "timestamp": "2026-10-12T04:30:07.579Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/google-search-scraper with queries='best crm for small business', countryCode='gb', maxPagesPerQuery=1, and aiModeSearch.enableAiMode=true — all correct inputs as confirmed by the deterministic checks (aiModeOn, query, country, pages all PASS).", "timestamp": "2026-10-12T04:30:07.546Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, get-dataset-items, and get-key-value-store-record — all appropriate tools for this task.", "timestamp": "2026-10-12T04:30:07.506Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-12T04:28:33.170Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-12T04:28:33.136Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 0 items ok", "timestamp": "2026-10-12T04:28:33.098Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-12T04:28:33.057Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-10-12T04:28:33.017Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-12T04:28:32.976Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-10-12T04:28:32.935Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper run Tf6nwVhAIYZxjswtj: RUNNING", "timestamp": "2026-10-12T04:28:32.898Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-12T04:28:32.850Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:23:45.377Z", "day": "2026-10-12", "traceId": "80826233ec06959a2626ae9553ba2733", "observationId": "3890007ea1ad6100", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/80826233ec06959a2626ae9553ba2733?observation=3890007ea1ad6100", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported 9 organic results and the top three domains (insta-drive.com, leasingmarkt.de, cupra.com) grounded in the retrieved data, fulfilling the task requirements.", "timestamp": "2026-10-12T04:30:06.504Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported 9 organic results and the top three domains (insta-drive.com, leasingmarkt.de, cupra.com) grounded in the retrieved data, fulfilling the task requirements.", "timestamp": "2026-10-12T04:30:06.474Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-12T04:30:06.443Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:30:06.412Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The agent passed 'searchLanguage': 'de' instead of the correct field name 'languageCode', causing the lang deterministic check to FAIL — the Actor input schema uses 'languageCode' but the agent used a wrong field name.", "timestamp": "2026-10-12T04:30:06.377Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-12T04:30:06.344Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported 9 organic results and the top three domains (insta-drive.com, leasingmarkt.de, cupra.com) grounded in the retrieved data, fulfilling the task requirements.", "timestamp": "2026-10-12T04:30:06.314Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call due to the field projection returning empty results, but otherwise the flow was direct and efficient.", "timestamp": "2026-10-12T04:30:06.282Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with projected fields returned empty items ({}), and the agent correctly retried without field projection to get the full data.", "timestamp": "2026-10-12T04:30:06.250Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent extracted organic result count (9) and top three domains directly from the dataset items returned by get-dataset-items, matching the actual data in the tool result preview.", "timestamp": "2026-10-12T04:30:06.216Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed countryCode='de', searchLanguage='de', maxPagesPerQuery=1, and the correct query, but the deterministic check confirms languageCode (not searchLanguage) was missing — the field name used was wrong and did not map to the expected 'languageCode' parameter.", "timestamp": "2026-10-12T04:30:06.172Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running apify/google-search-scraper and retrieving results.", "timestamp": "2026-10-12T04:30:06.095Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:25:24.134Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-12T04:25:24.039Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-12T04:25:24.004Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-12T04:25:23.966Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-12T04:25:23.923Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode is missing (expected \"de\")", "timestamp": "2026-10-12T04:25:23.889Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-12T04:25:23.856Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-12T04:25:23.819Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:25:23.784Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-12T04:25:23.745Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang" ], "judgeComment": "PASS: The agent correctly reported 9 organic results and the top three domains (insta-drive.com, leasingmarkt.de, cupra.com) grounded in the retrieved data, fulfilling the task requirements." }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:23:59.962Z", "day": "2026-10-12", "traceId": "90ecd0abc54d7279eb817f7c24ace414", "observationId": "ac4339f26963ae96", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/90ecd0abc54d7279eb817f7c24ace414?observation=ac4339f26963ae96", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned 5 organic results with titles, URLs, and snippets for the query 'apify web scraping' from the first results page, and correctly ended with 'Actor: apify/google-search-scraper'.", "timestamp": "2026-10-12T04:30:06.387Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned 5 organic results with titles, URLs, and snippets for the query 'apify web scraping' from the first results page, and correctly ended with 'Actor: apify/google-search-scraper'.", "timestamp": "2026-10-12T04:30:06.345Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-10-12T04:30:06.316Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-12T04:30:06.283Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:30:06.248Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first get-dataset-items call with fields='organicResults.position,organicResults.title,organicResults.url,organicResults.description' returned an empty item {}, suggesting the dot-notation field projection for nested arrays does not work as expected, requiring the agent to make a second call without field filtering.", "timestamp": "2026-10-12T04:30:06.209Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-12T04:30:06.176Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned 5 organic results with titles, URLs, and snippets for the query 'apify web scraping' from the first results page, and correctly ended with 'Actor: apify/google-search-scraper'.", "timestamp": "2026-10-12T04:30:06.135Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call due to the field-filtering issue, but otherwise the flow was direct: search-actors, fetch-actor-details, call-actor, get-actor-run, get-dataset-items (x2).", "timestamp": "2026-10-12T04:30:06.092Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first get-dataset-items call with field filtering returned empty items ({}), the agent immediately retried without field filtering and successfully retrieved the full data.", "timestamp": "2026-10-12T04:30:06.061Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and presented 5 organic results with titles, URLs, and snippets drawn from the actual dataset response, though the first field-filtered call returned empty items and the agent correctly retried with full fields.", "timestamp": "2026-10-12T04:30:06.031Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with {\"queries\": \"apify web scraping\", \"maxPagesPerQuery\": 1}, which correctly sets the search query and limits to one page.", "timestamp": "2026-10-12T04:30:05.986Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/google-search-scraper, the intended actor for scraping Google Search organic results.", "timestamp": "2026-10-12T04:30:05.938Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:25:09.843Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-12T04:25:09.791Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:25:09.754Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-12T04:25:09.680Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-12T04:25:09.600Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned 5 organic results with titles, URLs, and snippets for the query 'apify web scraping' from the first results page, and correctly ended with 'Actor: apify/google-search-scraper'." }, { "scenarioId": "google-maps-contact-details-usage-toronto-roofers", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:24:07.137Z", "day": "2026-10-12", "traceId": "7332fac3ace9627e5f3139011eeccbda", "observationId": "f2381e32e0cd3053", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7332fac3ace9627e5f3139011eeccbda?observation=f2381e32e0cd3053", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "use", "title": "google-maps-contact-details / use / toronto-roofers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: lukaskrivka/google-maps-with-contact-details run aVFnscoQSfW66EbdT: RUNNING", "timestamp": "2026-10-12T04:30:00.504Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: lukaskrivka/google-maps-with-contact-details run aVFnscoQSfW66EbdT: RUNNING", "timestamp": "2026-10-12T04:30:00.253Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-12T04:30:00.217Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:30:00.184Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: lukaskrivka/google-maps-with-contact-details run aVFnscoQSfW66EbdT: RUNNING; check fields: 3 of 8 items missing emails", "timestamp": "2026-10-12T04:30:00.139Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-12T04:30:00.100Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 8 companies (not 10 as requested) with names, websites, emails, and social profiles from actual retrieved data, and correctly stated 5 of 8 had emails; however the run was still RUNNING (ranOk FAIL) and only 8 items were returned instead of the requested 10, meaning the task was not fully completed.", "timestamp": "2026-10-12T04:30:00.059Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: fetch details, call actor, poll for completion, retrieve items — no redundant or wasted calls.", "timestamp": "2026-10-12T04:30:00.017Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The Actor run remained in RUNNING status after the first wait, so the agent correctly polled again with get-actor-run before fetching dataset items, handling the incomplete run gracefully.", "timestamp": "2026-10-12T04:29:59.962Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly used the returned fields (title, website, emails, facebooks, instagrams) to populate the table in the final answer, matching the preview data shown in the tool result.", "timestamp": "2026-10-12T04:29:59.928Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called lukaskrivka/google-maps-with-contact-details with searchStringsArray=['roofing'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=10, and scrapeSocialMediaProfiles enabled — all sensible and correct inputs for the task.", "timestamp": "2026-10-12T04:29:59.891Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the specified Actor and retrieving results.", "timestamp": "2026-10-12T04:29:59.858Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:26:03.451Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, fields", "timestamp": "2026-10-12T04:26:03.413Z", "metadata": {} }, "check.count": { "value": 1, "stringValue": null, "comment": "PASS (warn): answer matches /[0-9]/", "timestamp": "2026-10-12T04:26:03.377Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 3 of 8 items missing emails", "timestamp": "2026-10-12T04:26:03.342Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 8 items ok", "timestamp": "2026-10-12T04:26:03.309Z", "metadata": {} }, "check.socials": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): scrapeSocialMediaProfiles", "timestamp": "2026-10-12T04:26:03.272Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-12T04:26:03.238Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: lukaskrivka/google-maps-with-contact-details run aVFnscoQSfW66EbdT: RUNNING", "timestamp": "2026-10-12T04:26:03.167Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-12T04:26:03.077Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "ranOk" ], "judgeComment": "FAIL: check ranOk: lukaskrivka/google-maps-with-contact-details run aVFnscoQSfW66EbdT: RUNNING" }, { "scenarioId": "google-maps-contact-details-discovery-toronto-roofers-emails", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:24:11.221Z", "day": "2026-10-12", "traceId": "078308661f7e54fa82fea334ea22ecef", "observationId": "51567f8f65ed146d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/078308661f7e54fa82fea334ea22ecef?observation=51567f8f65ed146d", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "find", "title": "google-maps-contact-details / find / toronto-roofers-emails", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used buff_pineapple/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-12T04:29:55.716Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used buff_pineapple/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-12T04:29:55.613Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "buff_pineapple/google-maps-scraper", "comment": "Actors the agent ran: buff_pineapple/google-maps-scraper", "timestamp": "2026-10-12T04:29:55.579Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-12T04:29:55.552Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:29:55.520Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used buff_pineapple/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-12T04:29:55.488Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-12T04:29:55.454Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent found 10 roofing companies, reported 6 with emails with names and addresses, but used the wrong actor (buff_pineapple/google-maps-scraper instead of lukaskrivka/google-maps-with-contact-details), failing the rightActor and namedActor deterministic checks.", "timestamp": "2026-10-12T04:29:55.419Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used a direct 4-step path: search actors, fetch details, call actor, get results — no redundant calls.", "timestamp": "2026-10-12T04:29:55.385Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and accurately reported the 6 companies with emails and 4 without, directly from the retrieved data.", "timestamp": "2026-10-12T04:29:55.349Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly set query='roofing in Toronto', maxResults=10, includeEmails=true, and includeDetails=true, which are sensible inputs for the task.", "timestamp": "2026-10-12T04:29:55.314Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used buff_pineapple/google-maps-scraper instead of the intended lukaskrivka/google-maps-with-contact-details; while the chosen actor does support email extraction via includeEmails flag, the deterministic check confirms it was the wrong actor for this task.", "timestamp": "2026-10-12T04:29:55.277Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:25:17.938Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-12T04:25:17.898Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:25:17.857Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"lukaskrivka/google-maps-with-contact-details\"", "timestamp": "2026-10-12T04:25:17.786Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used buff_pineapple/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-12T04:25:17.705Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "buff_pineapple/google-maps-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used buff_pineapple/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details" }, { "scenarioId": "google-maps-reviews-usage-ritz-trend", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:25:09.879Z", "day": "2026-10-12", "traceId": "c3f816ae0bf8217d3b1349e698449751", "observationId": "e2725bfd76bd01f3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c3f816ae0bf8217d3b1349e698449751?observation=e2725bfd76bd01f3", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "use", "title": "google-maps-reviews / use / ritz-trend", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 30 reviews sorted newest first, computed averages for the newest 15 (4.33) vs previous 15 (3.89) using only reviews with non-null stars, and correctly stated the trend is UP — fulfilling all task requirements, though the handling of null stars by averaging only valid ratings is a reasonable approach given 9 of 30 items missing stars (as noted in deterministic checks).", "timestamp": "2026-10-12T04:29:55.612Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 30 reviews sorted newest first, computed averages for the newest 15 (4.33) vs previous 15 (3.89) using only reviews with non-null stars, and correctly stated the trend is UP — fulfilling all task requirements, though the handling of null stars by averaging only valid ratings is a reasonable approach given 9 of 30 items missing stars (as noted in deterministic checks).", "timestamp": "2026-10-12T04:29:55.578Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-12T04:29:55.549Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:29:55.514Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly handled the URL error, retrieved 30 items, and computed both averages with a clear trend direction.", "timestamp": "2026-10-12T04:29:55.484Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-12T04:29:55.452Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 30 reviews sorted newest first, computed averages for the newest 15 (4.33) vs previous 15 (3.89) using only reviews with non-null stars, and correctly stated the trend is UP — fulfilling all task requirements, though the handling of null stars by averaging only valid ratings is a reasonable approach given 9 of 30 items missing stars (as noted in deterministic checks).", "timestamp": "2026-10-12T04:29:55.420Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent required two actor runs (one failed, one succeeded) plus a key-value store check and one dataset fetch — a reasonable path given the URL format issue, with no unnecessary repetition.", "timestamp": "2026-10-12T04:29:55.385Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first run failed with 'Failed to parse response from Google Maps', the agent inspected the key-value store error log and switched to a search URL format, which succeeded.", "timestamp": "2026-10-12T04:29:55.348Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the 30 items returned from the dataset (with their stars and publishedAtDate fields) to compute the averages, matching the data shown in the tool result preview.", "timestamp": "2026-10-12T04:29:55.312Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The second run used reviewsSort='newest', maxReviews=30, and a search URL format that successfully returned 30 items; the first run failed due to URL format but the agent corrected it.", "timestamp": "2026-10-12T04:29:55.242Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-key-value-store-record, and get-dataset-items — all appropriate tools for the task of scraping and analyzing Google Maps reviews.", "timestamp": "2026-10-12T04:29:55.168Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:26:25.744Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-12T04:26:25.707Z", "metadata": {} }, "check.stars": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 9 of 30 items missing stars", "timestamp": "2026-10-12T04:26:25.671Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 30 items ok", "timestamp": "2026-10-12T04:26:25.632Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxReviews", "timestamp": "2026-10-12T04:26:25.587Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:26:25.551Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-reviews-scraper", "timestamp": "2026-10-12T04:26:25.471Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[1-5](\\.\\d+)?\\b/", "timestamp": "2026-10-12T04:26:25.388Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "stars" ], "judgeComment": "PASS: The agent retrieved 30 reviews sorted newest first, computed averages for the newest 15 (4.33) vs previous 15 (3.89) using only reviews with non-null stars, and correctly stated the trend is UP — fulfilling all task requirements, though the handling of null stars by averaging only valid ratings is a reasonable approach given 9 of 30 items missing stars (as noted in deterministic checks)." }, { "scenarioId": "google-maps-reviews-discovery-ritz", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:25:17.984Z", "day": "2026-10-12", "traceId": "ea29f72971436a33763bfbdae0b7e5cf", "observationId": "fc170bfd82cc98cd", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ea29f72971436a33763bfbdae0b7e5cf?observation=fc170bfd82cc98cd", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "find", "title": "google-maps-reviews / find / ritz", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-12T04:29:55.863Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-12T04:29:55.761Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-12T04:29:55.734Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-12T04:29:55.702Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-12T04:29:55.670Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The actor run returned only 16 dataset items (itemCount: 16 in the run preview), yet the agent presented a summary claiming to cover 30 reviews and included specific details (staff names like Eleanor and Ursula, WiFi complaints, hair dryer quality, scratchy sheets) that do not appear in the 16 items visible in the dataset preview, indicating the agent fabricated content rather than acknowledging the data limitation.", "timestamp": "2026-10-12T04:29:55.635Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-12T04:29:55.604Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent produced a well-structured summary of praises and complaints grounded in the retrieved review data, and ended with exactly one line 'Actor: compass/Google-Maps-Reviews-Scraper' as required; however, the run only returned 16 items rather than 30, yet the agent claimed to summarize '30 most recent reviews' — some details in the summary (e.g., Eleanor, Ursula, WiFi issues, scratchy sheets, hair dryer) may not be grounded in the 16 visible items, suggesting some hallucination to fill the gap.", "timestamp": "2026-10-12T04:29:55.572Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search-actors, fetch-actor-details, call-actor, get-dataset-items) in a logical sequence with no redundant steps.", "timestamp": "2026-10-12T04:29:55.541Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and grounded its summary in actual review text visible in the preview (e.g., Agnes at front desk, Dale's service, lake view, dining complaints, luggage assistance issue), directly referencing content from the scraped reviews.", "timestamp": "2026-10-12T04:29:55.507Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed a Google Maps search URL for 'Ritz-Carlton Chicago', set maxReviews to 30, reviewsSort to 'newest', and language to 'en' — all appropriate and well-formed inputs for the task.", "timestamp": "2026-10-12T04:29:55.441Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used compass/Google-Maps-Reviews-Scraper, the intended actor for scraping Google Maps reviews, confirmed by the deterministic rightActor PASS.", "timestamp": "2026-10-12T04:29:55.371Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:26:11.166Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-12T04:26:10.987Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:26:10.905Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"compass/google-maps-reviews-scraper\"", "timestamp": "2026-10-12T04:26:10.867Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-12T04:26:10.791Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "google-maps-extractor-usage-toronto-plumbers", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:25:24.168Z", "day": "2026-10-12", "traceId": "053cb9199f39d28863e8dff3b7507697", "observationId": "57bf95fdde2ca3cf", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/053cb9199f39d28863e8dff3b7507697?observation=57bf95fdde2ca3cf", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "use", "title": "google-maps-extractor / use / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned all 15 plumbers with name, address, phone, and star rating, stated the count (15), and correctly identified the 6 highest-rated plumbers all tied at 5.0 stars.", "timestamp": "2026-10-12T04:29:43.825Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned all 15 plumbers with name, address, phone, and star rating, stated the count (15), and correctly identified the 6 highest-rated plumbers all tied at 5.0 stars.", "timestamp": "2026-10-12T04:29:43.790Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-12T04:29:43.753Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:29:43.719Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly used the right Actor, supplied proper inputs, retrieved and reported real data, and fully answered the task.", "timestamp": "2026-10-12T04:29:43.684Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-12T04:29:43.647Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned all 15 plumbers with name, address, phone, and star rating, stated the count (15), and correctly identified the 6 highest-rated plumbers all tied at 5.0 stars.", "timestamp": "2026-10-12T04:29:43.608Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence: fetch schema, run actor, get results — no redundant calls.", "timestamp": "2026-10-12T04:29:43.576Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The deterministic grounded check confirms all 19 numbers in the answer were found in Actor output; the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-10-12T04:29:43.543Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input used searchStringsArray:[\"plumber\"], locationQuery:\"Toronto, Canada\", maxCrawledPlacesPerSearch:15, and language:\"en\" — all correct fields matching the schema, with the right cap value.", "timestamp": "2026-10-12T04:29:43.507Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for discovering the Actor schema, running it, and retrieving results.", "timestamp": "2026-10-12T04:29:43.471Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:25:56.388Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-12T04:25:56.342Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 19 numbers found in Actor output", "timestamp": "2026-10-12T04:25:56.305Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /[1-5][.][0-9]/", "timestamp": "2026-10-12T04:25:56.263Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 15 items ok", "timestamp": "2026-10-12T04:25:56.224Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 15 items ok", "timestamp": "2026-10-12T04:25:56.188Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-12T04:25:56.153Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:25:56.067Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-extractor", "timestamp": "2026-10-12T04:25:55.989Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned all 15 plumbers with name, address, phone, and star rating, stated the count (15), and correctly identified the 6 highest-rated plumbers all tied at 5.0 stars." }, { "scenarioId": "google-maps-extractor-discovery-toronto-plumbers", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:25:44.166Z", "day": "2026-10-12", "traceId": "d78f439ed777e51457f00aae7587c3ea", "observationId": "9258e7d38afab234", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d78f439ed777e51457f00aae7587c3ea?observation=9258e7d38afab234", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "find", "title": "google-maps-extractor / find / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used delicious_zebu/google-maps-data-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-12T04:29:45.731Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used delicious_zebu/google-maps-data-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-12T04:29:45.644Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "delicious_zebu/google-maps-data-scraper", "comment": "Actors the agent ran: delicious_zebu/google-maps-data-scraper", "timestamp": "2026-10-12T04:29:45.611Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-12T04:29:45.575Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-12T04:29:45.538Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used delicious_zebu/google-maps-data-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-12T04:29:45.500Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-12T04:29:45.462Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered exactly 15 Toronto plumber listings with name, address, phone, website, and rating, no reviews included, and ended with the Actor attribution line as required — the task requirements are fully met despite using a non-preferred Actor.", "timestamp": "2026-10-12T04:29:45.428Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 3 tool calls (search-actors twice due to initial failure, call-actor, get-dataset-items) which is a reasonably direct path with no unnecessary repetition beyond the required retry.", "timestamp": "2026-10-12T04:29:45.396Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first search for 'plumber listings Toronto' returned no results, and the agent correctly retried with broader keywords 'Google Maps scraper business', successfully finding relevant Actors.", "timestamp": "2026-10-12T04:29:45.361Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items using get-dataset-items with the correct datasetId and fields (title, full_address, phone, website, rating), and the final answer directly reflects the 15 items returned by the tool.", "timestamp": "2026-10-12T04:29:45.322Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed keywords=['plumber'], location='Toronto, Canada', and maxCrawlPages=1 to the Actor, which are sensible inputs that produced 20 results including Toronto plumbers with the required fields.", "timestamp": "2026-10-12T04:29:45.285Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used delicious_zebu/google-maps-data-scraper instead of the intended compass/google-maps-extractor or compass/crawler-google-places; the rightActor check is FAIL, meaning the wrong Actor was selected despite correct category (Google Maps scraper).", "timestamp": "2026-10-12T04:29:45.247Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:26:36.208Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-12T04:26:36.167Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:26:36.127Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /compass/(google-maps-extractor|crawler-google-places)/", "timestamp": "2026-10-12T04:26:36.044Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used delicious_zebu/google-maps-data-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-12T04:26:35.961Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "delicious_zebu/google-maps-data-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used delicious_zebu/google-maps-data-scraper; expected compass/google-maps-extractor" }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:25:56.420Z", "day": "2026-10-12", "traceId": "525f08a628ebfcff5cc7e24ce0af8f29", "observationId": "0444817d056b4fde", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/525f08a628ebfcff5cc7e24ce0af8f29?observation=0444817d056b4fde", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 10 coffee shops with name, address, phone (noting two had no phone), and rating, correctly identified KAFE 608 as the highest-rated at 4.9, and reported the count of 10 retrieved.", "timestamp": "2026-10-12T04:29:42.744Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 10 coffee shops with name, address, phone (noting two had no phone), and rating, correctly identified KAFE 608 as the highest-rated at 4.9, and reported the count of 10 retrieved.", "timestamp": "2026-10-12T04:29:42.707Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-12T04:29:42.674Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:29:42.635Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent selected the correct actor, provided sensible inputs, retrieved and used real data, and delivered a complete, grounded answer.", "timestamp": "2026-10-12T04:29:42.601Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-12T04:29:42.558Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 coffee shops with name, address, phone (noting two had no phone), and rating, correctly identified KAFE 608 as the highest-rated at 4.9, and reported the count of 10 retrieved.", "timestamp": "2026-10-12T04:29:42.524Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls: fetch schema, run actor, get results — a minimal and direct path to completing the task.", "timestamp": "2026-10-12T04:29:42.486Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly used the returned title, address, phone, totalScore, and reviewsCount fields in the final answer table, confirmed by the grounded check passing.", "timestamp": "2026-10-12T04:29:42.454Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input used searchStringsArray=['coffee shop'], locationQuery='Prague, Czech Republic', maxCrawledPlacesPerSearch=10, placeMinimumStars='four', and language='en' — all well-formed and appropriate for the task.", "timestamp": "2026-10-12T04:29:42.375Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for discovering the Actor schema, running it, and retrieving results.", "timestamp": "2026-10-12T04:29:42.297Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:26:42.087Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-12T04:26:42.027Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 3 numbers found in Actor output", "timestamp": "2026-10-12T04:26:41.986Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-12T04:26:41.947Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-12T04:26:41.894Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-12T04:26:41.860Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:26:41.816Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-12T04:26:41.771Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-12T04:26:41.679Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved 10 coffee shops with name, address, phone (noting two had no phone), and rating, correctly identified KAFE 608 as the highest-rated at 4.9, and reported the count of 10 retrieved." }, { "scenarioId": "crawler-google-places-discovery-miami-gyms", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:26:03.519Z", "day": "2026-10-12", "traceId": "18cf8b50d3be7d777aed87636e46578e", "observationId": "c02520ba70d937e2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/18cf8b50d3be7d777aed87636e46578e?observation=c02520ba70d937e2", "subject": "compass/crawler-google-places", "owner": "google", "skill": "find", "title": "crawler-google-places / find / miami-gyms", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent delivered a table of 20 gyms with ratings, review counts, addresses, and opening hours grounded in real scraped data, with key insights comparing the gyms, and correctly ended with 'Actor: compass/crawler-google-places'.", "timestamp": "2026-10-12T04:29:46.167Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent delivered a table of 20 gyms with ratings, review counts, addresses, and opening hours grounded in real scraped data, with key insights comparing the gyms, and correctly ended with 'Actor: compass/crawler-google-places'.", "timestamp": "2026-10-12T04:29:46.131Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: gio21/gym-scraper, compass/crawler-google-places", "timestamp": "2026-10-12T04:29:46.098Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-12T04:29:46.065Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:29:45.974Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent successfully discovered and used compass/crawler-google-places, retrieved real data, and produced a complete comparison of Miami gyms with ratings, review counts, and opening hours.", "timestamp": "2026-10-12T04:29:45.939Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "12 tool calls valid", "timestamp": "2026-10-12T04:29:45.901Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a table of 20 gyms with ratings, review counts, addresses, and opening hours grounded in real scraped data, with key insights comparing the gyms, and correctly ended with 'Actor: compass/crawler-google-places'.", "timestamp": "2026-10-12T04:29:45.867Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two unnecessary runs with gio21/gym-scraper before finding the correct actor, and also made an extra get-dataset-items call fetching a single item to inspect opening hours structure — slightly inefficient but not egregiously so.", "timestamp": "2026-10-12T04:29:45.827Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When gio21/gym-scraper returned only mock/sample data (5 items with 'Sample Fitness Center'), the agent correctly recognized the issue and switched to searching for a better actor, ultimately finding and running compass/crawler-google-places successfully.", "timestamp": "2026-10-12T04:29:45.792Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from eBgghQ0a8bw6YIF7o and used the actual returned data (gym names, totalScore, reviewsCount, addresses, openingHours) to populate the comparison table; names like Miami Strong Gym (4.9, 1001 reviews), Planet Fitness (4.5, 3100 reviews), and Iramis Gym (4.9, 169 reviews) match the tool results.", "timestamp": "2026-10-12T04:29:45.760Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The final call to compass/crawler-google-places used searchStringsArray=['gyms'], locationQuery='Miami, FL', maxCrawledPlacesPerSearch=25, language='en', and scrapePlaceDetailPage=true — all well-formed and appropriate for the task.", "timestamp": "2026-10-12T04:29:45.726Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent first tried gio21/gym-scraper (which returned mock/sample data), then searched again and found compass/crawler-google-places, which is the intended actor and returned 25 real dataset items with ratings, review counts, and opening hours.", "timestamp": "2026-10-12T04:29:45.688Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:28:29.828Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-12T04:28:29.784Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 3 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:28:29.740Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"compass/crawler-google-places\"", "timestamp": "2026-10-12T04:28:29.648Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-12T04:28:29.561Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent delivered a table of 20 gyms with ratings, review counts, addresses, and opening hours grounded in real scraped data, with key insights comparing the gyms, and correctly ended with 'Actor: compass/crawler-google-places'." }, { "scenarioId": "contact-info-scraper-usage-two-domains-shallow", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:26:11.196Z", "day": "2026-10-12", "traceId": "f7489c4fae1baa8818fe6483323a2b09", "observationId": "cdbc2d0e1d19d03c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f7489c4fae1baa8818fe6483323a2b09?observation=cdbc2d0e1d19d03c", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "use", "title": "contact-info / use / two-domains-shallow", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-12T04:29:33.734Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-12T04:29:33.654Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-12T04:29:33.618Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-12T04:29:33.579Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 4 Actor run(s), expected at most 2; check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-12T04:29:33.464Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-12T04:29:33.374Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported emails and social profiles per domain from actual scraped data, correctly noting no emails for notion.so; however the deterministic check shows items are missing the 'url' field and one item is missing 'emails', indicating incomplete output fields, though the final report is grounded in real data.", "timestamp": "2026-10-12T04:29:33.338Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 Actor runs instead of the expected maximum of 2 (confirmed by ranOk FAIL), because it omitted the required proxyConfig on the first two attempts, causing unnecessary failed runs.", "timestamp": "2026-10-12T04:29:33.300Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first two calls failed with input validation errors about missing proxyConfig, the agent recognized the issue and resubmitted with the required proxyConfig field, successfully completing the runs.", "timestamp": "2026-10-12T04:29:33.267Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the dataset items returned from both successful runs (NdiXF72PSoYotuSvS and HOt9y3345WrPoNtj0) to populate the final report with emails and social profiles.", "timestamp": "2026-10-12T04:29:32.501Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first two calls failed because the required 'proxyConfig' field was missing; the agent then correctly added it in the retry calls with maxDepth:1, mergeContacts:true, and sameDomain:true.", "timestamp": "2026-10-12T04:29:32.465Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used vdrmota/contact-info-scraper as specified in the task prompt.", "timestamp": "2026-10-12T04:29:32.422Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:26:59.612Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, fields", "timestamp": "2026-10-12T04:26:59.579Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-12T04:26:59.540Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 2 items ok", "timestamp": "2026-10-12T04:26:59.504Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s): maxDepth", "timestamp": "2026-10-12T04:26:59.468Z", "metadata": {} }, "check.urls": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s)", "timestamp": "2026-10-12T04:26:59.436Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-12T04:26:59.402Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used vdrmota/contact-info-scraper", "timestamp": "2026-10-12T04:26:59.333Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "ranOk" ], "judgeComment": "FAIL: check ranOk: 4 Actor run(s), expected at most 2" }, { "scenarioId": "contact-info-scraper-discovery-notion-website", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:26:25.782Z", "day": "2026-10-12", "traceId": "85f72eb8068053f7621dc9c2455c4443", "observationId": "a16343b578d77b20", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/85f72eb8068053f7621dc9c2455c4443?observation=a16343b578d77b20", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "find", "title": "contact-info / find / notion-website", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-12T04:29:30.713Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-12T04:29:30.604Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "gio21/website-contact-extractor", "comment": "Actors the agent ran: gio21/website-contact-extractor", "timestamp": "2026-10-12T04:29:30.567Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-12T04:29:30.523Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:29:30.486Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-12T04:29:30.449Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-12T04:29:30.409Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned contact information results from the scrape, but used the wrong Actor (gio21/website-contact-extractor instead of vdrmota/contact-info-scraper), and the namedActor check also fails; however the task of finding contact info was attempted and results were reported.", "timestamp": "2026-10-12T04:29:30.377Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch details, call actor, get dataset) in a logical sequence without unnecessary repetition.", "timestamp": "2026-10-12T04:29:30.336Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent accurately reported the dataset results including empty emails, the phone number fragments, empty addresses, and the pages scanned, directly from the retrieved dataset items.", "timestamp": "2026-10-12T04:29:30.297Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct URL 'https://www.notion.so' in the 'websites' array, which matches the required input schema for the chosen Actor.", "timestamp": "2026-10-12T04:29:30.225Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for a contact info scraper and selected gio21/website-contact-extractor instead of the intended vdrmota/contact-info-scraper; the rightActor check is FAIL, meaning the wrong Actor was chosen despite a relevant search being performed.", "timestamp": "2026-10-12T04:29:30.143Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:26:59.308Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-12T04:26:59.272Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:26:59.200Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"vdrmota/contact-info-scraper\"", "timestamp": "2026-10-12T04:26:59.140Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-12T04:26:59.053Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "gio21/website-contact-extractor", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper" }, { "scenarioId": "booking-scraper-usage-amsterdam-three-adults", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:26:36.244Z", "day": "2026-10-12", "traceId": "a06ea58bd8721a842a08c8a451afaf47", "observationId": "5ff820783a6aa136", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a06ea58bd8721a842a08c8a451afaf47?observation=5ff820783a6aa136", "subject": "voyager/booking-scraper", "owner": "google", "skill": "use", "title": "booking / use / amsterdam-three-adults", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all three required items: count (10 hotels retrieved), cheapest nightly price (€39.72 for Hostelle), and highest-rated property (Hostelle and Stayokay both at 8.7, with Hostelle noted as having more reviews), all grounded in the retrieved data.", "timestamp": "2026-10-12T04:29:32.270Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all three required items: count (10 hotels retrieved), cheapest nightly price (€39.72 for Hostelle), and highest-rated property (Hostelle and Stayokay both at 8.7, with Hostelle noted as having more reviews), all grounded in the retrieved data.", "timestamp": "2026-10-12T04:29:32.234Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-12T04:29:32.191Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:29:32.158Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified the Actor, supplied proper inputs including 3 adults, polled for completion, and reported count, cheapest price, and highest-rated property from the actual dataset.", "timestamp": "2026-10-12T04:29:32.119Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-12T04:29:32.053Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all three required items: count (10 hotels retrieved), cheapest nightly price (€39.72 for Hostelle), and highest-rated property (Hostelle and Stayokay both at 8.7, with Hostelle noted as having more reviews), all grounded in the retrieved data.", "timestamp": "2026-10-12T04:29:32.018Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one fetch-actor-details call, one call-actor, two get-actor-run polls (needed because the actor was still running), and one get-dataset-items — a reasonably direct path with no unnecessary repetition.", "timestamp": "2026-10-12T04:29:31.978Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor was still RUNNING after the first poll, so the agent correctly polled again with get-actor-run and waited for SUCCEEDED status before fetching results.", "timestamp": "2026-10-12T04:29:31.937Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the 10 dataset items and directly cited prices and ratings from the returned data (e.g., Hostelle at €39.72, rating 8.7; Stayokay at 8.7) without inventing values.", "timestamp": "2026-10-12T04:29:31.907Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed search='Amsterdam', maxItems=10, checkIn='2026-11-09', checkOut='2026-11-11' (two nights, ~4 weeks from the run date of 2026-10-12), adults=3, rooms=1, currency='EUR' — all correct and matching the task requirements including the non-default 3 adults.", "timestamp": "2026-10-12T04:29:31.865Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running voyager/booking-scraper and retrieving results.", "timestamp": "2026-10-12T04:29:31.569Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:29:06.826Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-12T04:29:06.790Z", "metadata": {} }, "check.optFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-12T04:29:06.748Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-12T04:29:06.707Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-12T04:29:06.673Z", "metadata": {} }, "check.adults": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): adults", "timestamp": "2026-10-12T04:29:06.633Z", "metadata": {} }, "check.dates": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-12T04:29:06.597Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxItems", "timestamp": "2026-10-12T04:29:06.519Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:29:06.484Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used voyager/booking-scraper", "timestamp": "2026-10-12T04:29:06.400Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all three required items: count (10 hotels retrieved), cheapest nightly price (€39.72 for Hostelle), and highest-rated property (Hostelle and Stayokay both at 8.7, with Hostelle noted as having more reviews), all grounded in the retrieved data." }, { "scenarioId": "booking-scraper-discovery-amsterdam-hotels", "experimentId": "e62f59720d711760", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-12T04:26:42.128Z", "day": "2026-10-12", "traceId": "fa872aee9cb69804efa95d13221fb6a2", "observationId": "e9b2eb066468a823", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/fa872aee9cb69804efa95d13221fb6a2?observation=e9b2eb066468a823", "subject": "voyager/booking-scraper", "owner": "google", "skill": "find", "title": "booking / find / amsterdam-hotels", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-12T04:29:32.271Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-12T04:29:32.182Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "santamaria-automations/booking-com-scraper", "comment": "Actors the agent ran: santamaria-automations/booking-com-scraper", "timestamp": "2026-10-12T04:29:32.144Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-12T04:29:32.108Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-12T04:29:32.070Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-12T04:29:32.030Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-12T04:29:31.992Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent retrieved 10 Amsterdam hotels, identified Olympic Hotel as the cheapest at $252.60 for 2 nights, and ended with 'Actor: santamaria-automations/booking-com-scraper' — but the wrong Actor was used (not voyager/booking-scraper) and the namedActor check also failed, meaning the task was not completed as intended.", "timestamp": "2026-10-12T04:29:31.909Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence (search, fetch details, run actor, get results) with no redundant or repeated calls.", "timestamp": "2026-10-12T04:29:31.870Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items and accurately presented all hotel names, prices, ratings, and free cancellation status from the dataset in its final answer without inventing data.", "timestamp": "2026-10-12T04:29:31.572Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed well-formed inputs: destination='Amsterdam', destType='CITY', checkin='2026-11-12', checkout='2026-11-14' (two nights, ~one month ahead), adults=2, rooms=1, currency='EUR', maxResults=10, sortBy='PRICE' — all sensible and correctly typed.", "timestamp": "2026-10-12T04:29:31.470Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items which are all appropriate tools for this task, but selected santamaria-automations/booking-com-scraper instead of the intended voyager/booking-scraper (rightActor check: FAIL).", "timestamp": "2026-10-12T04:29:31.260Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e62f59720d711760", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-12T04:27:16.122Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-12T04:27:16.083Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-12T04:27:16.045Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"voyager/booking-scraper\"", "timestamp": "2026-10-12T04:27:15.966Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-12T04:27:15.884Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "santamaria-automations/booking-com-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper" }, { "scenarioId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:01:01.925Z", "day": "2026-10-13", "traceId": "cdaae4de8c7a09eacfa1bd1ce995b154", "observationId": "16422a1cb4abf8b6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/cdaae4de8c7a09eacfa1bd1ce995b154?observation=16422a1cb4abf8b6", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "use", "title": "youtube-shorts / use / mrbeast-top-ten", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:02:30.744Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-13T04:02:30.706Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 24 numbers found in Actor output", "timestamp": "2026-10-13T04:02:30.673Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-13T04:02:30.631Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-13T04:02:30.596Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResultsShorts", "timestamp": "2026-10-13T04:02:30.560Z", "metadata": {} }, "check.sortPopular": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): sortChannelShortsBy", "timestamp": "2026-10-13T04:02:30.523Z", "metadata": {} }, "check.channelInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): channels[0]", "timestamp": "2026-10-13T04:02:30.485Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:02:30.412Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-13T04:02:30.353Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "youtube-shorts-scraper-discovery-mrbeast-popular", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:01:01.927Z", "day": "2026-10-13", "traceId": "975d27ae6db08ee1911a4ad7a6e2eab4", "observationId": "ca59e7d88a47b153", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/975d27ae6db08ee1911a4ad7a6e2eab4?observation=ca59e7d88a47b153", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "find", "title": "youtube-shorts / find / mrbeast-popular", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:03:25.339Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-13T04:03:25.302Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{3,}/", "timestamp": "2026-10-13T04:03:25.266Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:03:25.225Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"streamers/youtube-shorts-scraper\"", "timestamp": "2026-10-13T04:03:25.189Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-13T04:03:25.096Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "youtube-scraper-usage-espresso-engagement", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:01:01.927Z", "day": "2026-10-13", "traceId": "5a86aedd791743001a303673b4713dae", "observationId": "97e68540a3a11d25", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5a86aedd791743001a303673b4713dae?observation=97e68540a3a11d25", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "use", "title": "youtube / use / espresso-engagement", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:01:52.263Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-13T04:01:52.221Z", "metadata": {} }, "check.grounded": { "value": 0.938, "stringValue": null, "comment": "FAIL: 1 of 16 numbers not in Actor output: 4,100", "timestamp": "2026-10-13T04:01:52.184Z", "metadata": {} }, "check.engagementFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-13T04:01:52.146Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-13T04:01:52.110Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-13T04:01:52.073Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:01:52.034Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-scraper", "timestamp": "2026-10-13T04:01:51.950Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-13T04:01:51.853Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "youtube-scraper-discovery-espresso", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:01:01.928Z", "day": "2026-10-13", "traceId": "31128ce0aae748ab4537edbdaba88a88", "observationId": "8f70bc42ce2101ea", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/31128ce0aae748ab4537edbdaba88a88?observation=8f70bc42ce2101ea", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "find", "title": "youtube / find / espresso", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:02:10.842Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-13T04:02:10.801Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:02:10.751Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"streamers/youtube-scraper\"", "timestamp": "2026-10-13T04:02:10.672Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-scraper", "timestamp": "2026-10-13T04:02:10.583Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "tiktok-scraper-discovery-cleantok", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:01:01.928Z", "day": "2026-10-13", "traceId": "f396d03caca05a7f209050ff86041854", "observationId": "8d3ee79d60d159be", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f396d03caca05a7f209050ff86041854?observation=8d3ee79d60d159be", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "find", "title": "tiktok / find / cleantok", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:02:22.766Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-13T04:02:22.729Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:02:22.649Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-scraper\"", "timestamp": "2026-10-13T04:02:22.611Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-13T04:02:22.524Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "tiktok-scraper-usage-protein-coffee", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:01:01.928Z", "day": "2026-10-13", "traceId": "984652c243cf4edd7162275532d53e00", "observationId": "4c42e945b54fe6a5", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/984652c243cf4edd7162275532d53e00?observation=4c42e945b54fe6a5", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "use", "title": "tiktok / use / protein-coffee", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:01:58.025Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-13T04:01:57.987Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 19 numbers found in Actor output", "timestamp": "2026-10-13T04:01:57.944Z", "metadata": {} }, "check.plays": { "value": 1, "stringValue": null, "comment": "PASS (warn): 50 items ok", "timestamp": "2026-10-13T04:01:57.902Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:01:57.862Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-scraper", "timestamp": "2026-10-13T04:01:57.826Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-13T04:01:57.782Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "tiktok-profile-scraper-usage-apifylife-latest-five", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:01:52.474Z", "day": "2026-10-13", "traceId": "a5b0446342f64c2d8c8b16d72e0213c0", "observationId": "65c437d4f1a2fa42", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a5b0446342f64c2d8c8b16d72e0213c0?observation=65c437d4f1a2fa42", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "use", "title": "tiktok-profile / use / apifylife-latest-five", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:02:59.785Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-13T04:02:59.745Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 14 numbers found in Actor output", "timestamp": "2026-10-13T04:02:59.708Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-13T04:02:59.666Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-13T04:02:59.608Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsPerPage", "timestamp": "2026-10-13T04:02:59.567Z", "metadata": {} }, "check.profileInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): profiles[0]", "timestamp": "2026-10-13T04:02:59.529Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:02:59.481Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-13T04:02:59.422Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "tiktok-profile-scraper-discovery-apifylife-followers", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:01:58.063Z", "day": "2026-10-13", "traceId": "78e87474f1ffe83c2acf9ff6243d21fe", "observationId": "9613637bd4e2f7fe", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/78e87474f1ffe83c2acf9ff6243d21fe?observation=9613637bd4e2f7fe", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "find", "title": "tiktok-profile / find / apifylife-followers", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:02:53.851Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-13T04:02:53.816Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{2,}/", "timestamp": "2026-10-13T04:02:53.770Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:02:53.729Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-profile-scraper\"", "timestamp": "2026-10-13T04:02:53.654Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-13T04:02:53.542Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "tiktok-comments-scraper-usage-top-level-only", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:02:11.115Z", "day": "2026-10-13", "traceId": "2c8b7ab678eff5ab5d5682125b4248fd", "observationId": "f66c8d3e81abdfef", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2c8b7ab678eff5ab5d5682125b4248fd?observation=f66c8d3e81abdfef", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "use", "title": "tiktok-comments / use / top-level-only", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:03:19.553Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-13T04:03:19.513Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 8 numbers found in Actor output", "timestamp": "2026-10-13T04:03:19.468Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-13T04:03:19.429Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-13T04:03:19.362Z", "metadata": {} }, "check.noReplies": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxRepliesPerComment", "timestamp": "2026-10-13T04:03:19.318Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): clockworks/tiktok-comments-scraper: commentsPerPost is missing (expected at most 20)", "timestamp": "2026-10-13T04:03:19.275Z", "metadata": {} }, "check.videoUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): postURLs[0]", "timestamp": "2026-10-13T04:03:19.239Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:03:19.144Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-13T04:03:19.061Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": null }, { "scenarioId": "tiktok-comments-scraper-discovery-video-top-comments", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:02:22.805Z", "day": "2026-10-13", "traceId": "3f66e060f7a3cdd98d08608b78f51204", "observationId": "2b3c2eb824460e7f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3f66e060f7a3cdd98d08608b78f51204?observation=2b3c2eb824460e7f", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "find", "title": "tiktok-comments / find / video-top-comments", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:03:24.245Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-13T04:03:24.210Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-13T04:03:24.173Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:03:24.143Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-comments-scraper\"", "timestamp": "2026-10-13T04:03:24.104Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-13T04:03:24.067Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "indeed-scraper-usage-swe-skills", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:02:30.780Z", "day": "2026-10-13", "traceId": "c24964c1f64cf574eab8cfc1c95ebbab", "observationId": "141ce0d2b682fcc4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c24964c1f64cf574eab8cfc1c95ebbab?observation=141ce0d2b682fcc4", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "use", "title": "indeed / use / swe-skills", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:03:22.809Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-13T04:03:22.773Z", "metadata": {} }, "check.descriptions": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-13T04:03:22.728Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-13T04:03:22.680Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): misceres/indeed-scraper: maxItems is missing (expected at most 20)", "timestamp": "2026-10-13T04:03:22.645Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:03:22.604Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used misceres/indeed-scraper", "timestamp": "2026-10-13T04:03:22.562Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-10-13T04:03:22.525Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": null }, { "scenarioId": "indeed-scraper-discovery-denver-marketing", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:02:53.881Z", "day": "2026-10-13", "traceId": "b1b30183b253852a1ae7d63251680bf3", "observationId": "e68f500496e1a337", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b1b30183b253852a1ae7d63251680bf3?observation=e68f500496e1a337", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "find", "title": "indeed / find / denver-marketing", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:03:39.742Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-13T04:03:39.708Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:03:39.671Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"misceres/indeed-scraper\"", "timestamp": "2026-10-13T04:03:39.597Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used trusted_tech_spot/fast-indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-13T04:03:39.503Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "amazon-reviews-scraper-usage-helpful-thirty", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:02:59.835Z", "day": "2026-10-13", "traceId": "2ac368c3ea42588341285503b5a47a3d", "observationId": "ca2ce84e81308167", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2ac368c3ea42588341285503b5a47a3d?observation=ca2ce84e81308167", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "use", "title": "amazon-reviews / use / helpful-thirty", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:04:01.657Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, productUrl", "timestamp": "2026-10-13T04:04:01.621Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-13T04:04:01.557Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-13T04:04:01.518Z", "metadata": {} }, "check.sortHelpful": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): sort", "timestamp": "2026-10-13T04:04:01.483Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxReviews", "timestamp": "2026-10-13T04:04:01.444Z", "metadata": {} }, "check.productUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper: productUrls[0].url is missing (expected to match /B0CWXNS552/)", "timestamp": "2026-10-13T04:04:01.399Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-13T04:04:01.327Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-13T04:04:01.246Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "productUrl", "ranOk" ], "judgeComment": null }, { "scenarioId": "amazon-reviews-scraper-discovery-product-complaints", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:03:19.587Z", "day": "2026-10-13", "traceId": "1f71c561af99986f91daae42b3d6911b", "observationId": "28ef4fda87215dcc", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1f71c561af99986f91daae42b3d6911b?observation=28ef4fda87215dcc", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "find", "title": "amazon-reviews / find / product-complaints", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:04:26.089Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-13T04:04:26.051Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-13T04:04:26.017Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-reviews-scraper\"", "timestamp": "2026-10-13T04:04:25.980Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-13T04:04:25.936Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": null }, { "scenarioId": "amazon-crawler-usage-earbuds-search-url", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:03:22.838Z", "day": "2026-10-13", "traceId": "60f7c597460887a5f29761a818f88958", "observationId": "5f1a2f75f46c3e23", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/60f7c597460887a5f29761a818f88958?observation=5f1a2f75f46c3e23", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "use", "title": "amazon / use / earbuds-search-url", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:04:35.609Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, searchUrl", "timestamp": "2026-10-13T04:04:35.571Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-13T04:04:35.533Z", "metadata": {} }, "check.field": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 1 of 10 items fail price exists undefined", "timestamp": "2026-10-13T04:04:35.482Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-13T04:04:35.434Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxItemsPerStartUrl", "timestamp": "2026-10-13T04:04:35.396Z", "metadata": {} }, "check.searchUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler: categoryOrProductUrls[0].url is missing (expected to match /amazon\\.com/s\\?k=wireless\\+earbuds/)", "timestamp": "2026-10-13T04:04:35.323Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-13T04:04:35.266Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-crawler", "timestamp": "2026-10-13T04:04:34.820Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "field", "searchUrl", "ranOk" ], "judgeComment": null }, { "scenarioId": "amazon-crawler-discovery-wireless-earbuds", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:03:24.282Z", "day": "2026-10-13", "traceId": "4b290f776b17ae01e3e6ad8789bc0a02", "observationId": "d056d65720da2195", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4b290f776b17ae01e3e6ad8789bc0a02?observation=d056d65720da2195", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "find", "title": "amazon / find / wireless-earbuds", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:04:14.963Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-13T04:04:14.929Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-13T04:04:14.892Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): junglee/Amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-13T04:04:14.852Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-crawler\"", "timestamp": "2026-10-13T04:04:14.772Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/Amazon-crawler", "timestamp": "2026-10-13T04:04:14.700Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": null }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:03:25.373Z", "day": "2026-10-13", "traceId": "ef44a64e2c28c2f433909de14e2c98a3", "observationId": "7112ccadb9127de4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ef44a64e2c28c2f433909de14e2c98a3?observation=7112ccadb9127de4", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:07:31.432Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-13T04:07:31.397Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 11 items, expected at most 10", "timestamp": "2026-10-13T04:07:31.351Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true)", "timestamp": "2026-10-13T04:07:31.310Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs is missing (expected to be set)", "timestamp": "2026-10-13T04:07:31.263Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 3 run(s): maxCrawlPages", "timestamp": "2026-10-13T04:07:31.223Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): startUrls[0].url", "timestamp": "2026-10-13T04:07:31.179Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-13T04:07:31.086Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-13T04:07:30.982Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter", "ranOk" ], "judgeComment": null }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:03:39.774Z", "day": "2026-10-13", "traceId": "7e06b16b16924d7e1bf7eee618ce842b", "observationId": "1c7e05fdd7d6199e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7e06b16b16924d7e1bf7eee618ce842b?observation=1c7e05fdd7d6199e", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:04:20.893Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, startUrl", "timestamp": "2026-10-13T04:04:20.855Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): munin/url-to-markdown: maxCrawlPages is missing (expected at most 20); munin/url-to-markdown: maxCrawlPages is missing (expected at most 20); munin/url-to-markdown: maxCrawlPages is missing (expected at most 20)", "timestamp": "2026-10-13T04:04:20.821Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: munin/url-to-markdown: startUrls[0].url is missing (expected to match /docs\\.apify\\.com/academy/)", "timestamp": "2026-10-13T04:04:20.784Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): munin/url-to-markdown run : CALL-FAILED; munin/url-to-markdown run : CALL-FAILED", "timestamp": "2026-10-13T04:04:20.747Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-13T04:04:20.711Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used munin/url-to-markdown; expected apify/website-content-crawler", "timestamp": "2026-10-13T04:04:20.638Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "pageCap", "startUrl", "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "web-scraper-usage-coinmarketcap-top-ten", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:04:01.697Z", "day": "2026-10-13", "traceId": "9ec7d4d90b4c7cf562c0bfeee9c7a900", "observationId": "1d0fd57fef117587", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9ec7d4d90b4c7cf562c0bfeee9c7a900?observation=1d0fd57fef117587", "subject": "apify/web-scraper", "owner": "universe", "skill": "use", "title": "web / use / coinmarketcap-top-ten", "scores": { "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-13T04:09:02.410Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape", "timestamp": "2026-10-13T04:09:02.359Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\$\\s?\\d[\\d,]*\\.\\d{2}/", "timestamp": "2026-10-13T04:09:02.302Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-13T04:09:02.267Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerCrawl", "timestamp": "2026-10-13T04:09:02.230Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): pageFunction", "timestamp": "2026-10-13T04:09:02.192Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-13T04:09:02.150Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:09:02.115Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-10-13T04:09:02.077Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "shape" ], "judgeComment": null }, { "scenarioId": "web-scraper-discovery-waterstones-headless", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:04:15.001Z", "day": "2026-10-13", "traceId": "ae717cd7620c964aa3df4cdf2a6a6fd7", "observationId": "2ca8eb59e915e057", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ae717cd7620c964aa3df4cdf2a6a6fd7?observation=2ca8eb59e915e057", "subject": "apify/web-scraper", "owner": "universe", "skill": "find", "title": "web / find / waterstones-headless", "scores": { "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run 65TtyayCkP0YJun7M (qaseemiqbal/e-commerce-website-scraping-tool) FAILED", "timestamp": "2026-10-13T04:06:39.964Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: pageFunction", "timestamp": "2026-10-13T04:06:39.930Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): qaseemiqbal/e-commerce-website-scraping-tool: maxPagesPerCrawl is missing (expected at most 5); qaseemiqbal/e-commerce-website-scraping-tool: maxPagesPerCrawl is missing (expected at most 5)", "timestamp": "2026-10-13T04:06:39.894Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: qaseemiqbal/e-commerce-website-scraping-tool: pageFunction is missing (expected to be set); qaseemiqbal/e-commerce-website-scraping-tool: pageFunction is missing (expected to be set)", "timestamp": "2026-10-13T04:06:39.854Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-10-13T04:06:39.774Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/web-scraper\"", "timestamp": "2026-10-13T04:06:39.732Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-10-13T04:06:39.584Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pageCap", "pageFunction", "ranOk" ], "judgeComment": null }, { "scenarioId": "rag-web-browser-usage-sf-startups-markdown", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:04:20.969Z", "day": "2026-10-13", "traceId": "9ab2fe61bce2d5105502c8e6106e75f3", "observationId": "041aedceae6140be", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9ab2fe61bce2d5105502c8e6106e75f3?observation=041aedceae6140be", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "use", "title": "rag-web-browser / use / sf-startups-markdown", "scores": { "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-13T04:09:21.565Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: sources", "timestamp": "2026-10-13T04:09:21.531Z", "metadata": {} }, "check.sources": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /https?:///", "timestamp": "2026-10-13T04:09:21.496Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-13T04:09:21.455Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-13T04:09:21.415Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): query", "timestamp": "2026-10-13T04:09:21.381Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:09:21.346Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/rag-web-browser", "timestamp": "2026-10-13T04:09:21.298Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "sources" ], "judgeComment": null }, { "scenarioId": "rag-web-browser-discovery-web-search-with-sources", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:04:26.120Z", "day": "2026-10-13", "traceId": "d7c3484976d209bee5c41089132fdb00", "observationId": "8d2efc8f7e7cbc28", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d7c3484976d209bee5c41089132fdb00?observation=8d2efc8f7e7cbc28", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "find", "title": "rag-web-browser / find / web-search-with-sources", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:05:05.835Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, query", "timestamp": "2026-10-13T04:05:05.790Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-10-13T04:05:05.748Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: trovevault/movie-box-office-tracker: query is missing (expected to be set)", "timestamp": "2026-10-13T04:05:05.712Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:05:05.670Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/rag-web-browser\"", "timestamp": "2026-10-13T04:05:05.572Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser", "timestamp": "2026-10-13T04:05:05.487Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "query", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "cheerio-scraper-usage-foyles-manga-two-hops", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:04:35.699Z", "day": "2026-10-13", "traceId": "7397b7311d22ff9d23e0249a8248e779", "observationId": "4b6c5b16a0760602", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7397b7311d22ff9d23e0249a8248e779?observation=4b6c5b16a0760602", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "use", "title": "cheerio / use / foyles-manga-two-hops", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:09:16.717Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-13T04:09:16.681Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 6 items ok", "timestamp": "2026-10-13T04:09:16.643Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 4 run(s): maxPagesPerCrawl", "timestamp": "2026-10-13T04:09:16.607Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 4 run(s): maxCrawlingDepth", "timestamp": "2026-10-13T04:09:16.573Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s): pageFunction", "timestamp": "2026-10-13T04:09:16.529Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s): startUrls[0].url", "timestamp": "2026-10-13T04:09:16.490Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-13T04:09:16.455Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/cheerio-scraper", "timestamp": "2026-10-13T04:09:16.414Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": null }, { "scenarioId": "cheerio-scraper-discovery-ikea-static-catalog", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:05:05.871Z", "day": "2026-10-13", "traceId": "f9647646c25a839bf6c1db9b1900fe5b", "observationId": "2cfb9665f6909a84", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f9647646c25a839bf6c1db9b1900fe5b?observation=2cfb9665f6909a84", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "find", "title": "cheerio / find / ikea-static-catalog", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:06:03.285Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-10-13T04:06:03.249Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): pintostudio/ikea-products-bycategory: maxPagesPerCrawl is missing (expected at most 5)", "timestamp": "2026-10-13T04:06:03.210Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: pintostudio/ikea-products-bycategory: pageFunction is missing (expected to be set)", "timestamp": "2026-10-13T04:06:03.167Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:06:03.082Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/cheerio-scraper\"", "timestamp": "2026-10-13T04:06:03.045Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-13T04:06:02.961Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "pageCap", "pageFunction", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "ai-web-scraper-usage-apify-store-first-page", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:06:03.322Z", "day": "2026-10-13", "traceId": "32e4a3dab7c75366aa1ed65ec76041b5", "observationId": "e9e5f0ce3601b983", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/32e4a3dab7c75366aa1ed65ec76041b5?observation=e9e5f0ce3601b983", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "use", "title": "ai-web / use / apify-store-first-page", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:07:20.221Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-13T04:07:20.181Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-13T04:07:20.146Z", "metadata": {} }, "check.onePage": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper: maxPagesToVisit is missing (expected at most 3)", "timestamp": "2026-10-13T04:07:20.114Z", "metadata": {} }, "check.promptGiven": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): prompt", "timestamp": "2026-10-13T04:07:20.074Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-13T04:07:20.038Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:07:19.960Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-10-13T04:07:19.872Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "onePage" ], "judgeComment": null }, { "scenarioId": "ai-web-scraper-discovery-climate-articles-three-sites", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:06:40.007Z", "day": "2026-10-13", "traceId": "5a711112bb729edc20262f82003bbb36", "observationId": "5c74c6988f1848b7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5a711112bb729edc20262f82003bbb36?observation=5c74c6988f1848b7", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "find", "title": "ai-web / find / climate-articles-three-sites", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:08:16.146Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-13T04:08:16.112Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): moving_beacon-owner1/my-actor-62: maxPagesToVisit is missing (expected at most 20); moving_beacon-owner1/my-actor-62: maxPagesToVisit is missing (expected at most 20); moving_beacon-owner1/my-actor-62: maxPagesToVisit is missing (expected at most 20)", "timestamp": "2026-10-13T04:08:16.070Z", "metadata": {} }, "check.promptGiven": { "value": 0, "stringValue": null, "comment": "FAIL (warn): moving_beacon-owner1/my-actor-62: prompt is missing (expected to be set); moving_beacon-owner1/my-actor-62: prompt is missing (expected to be set); moving_beacon-owner1/my-actor-62: prompt is missing (expected to be set)", "timestamp": "2026-10-13T04:08:16.030Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 3 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:08:15.994Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/ai-web-scraper\"", "timestamp": "2026-10-13T04:08:15.922Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used moving_beacon-owner1/my-actor-62; expected apify/ai-web-scraper", "timestamp": "2026-10-13T04:08:15.835Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "pageCap", "promptGiven", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "zillow-zip-search-usage-scottsdale", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:07:20.265Z", "day": "2026-10-13", "traceId": "7bbfd04884f304081dd9066d4535c7b8", "observationId": "9acdac29c50c2e5f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7bbfd04884f304081dd9066d4535c7b8?observation=9acdac29c50c2e5f", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "use", "title": "zillow-zip-search / use / scottsdale", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:08:03.876Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-13T04:08:03.843Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-10-13T04:08:03.804Z", "metadata": {} }, "check.tenResults": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-13T04:08:03.771Z", "metadata": {} }, "check.priceCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): priceMax", "timestamp": "2026-10-13T04:08:03.733Z", "metadata": {} }, "check.requiredFlags": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-13T04:08:03.692Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:08:03.591Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/zillow-zip-search", "timestamp": "2026-10-13T04:08:03.554Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{1,3},\\d{3}/", "timestamp": "2026-10-13T04:08:03.474Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "zillow-zip-search-discovery-scottsdale", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:07:31.484Z", "day": "2026-10-13", "traceId": "11edbc7a7bbc470273e69e33251e585a", "observationId": "c7cba70beb3900fd", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/11edbc7a7bbc470273e69e33251e585a?observation=c7cba70beb3900fd", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "find", "title": "zillow-zip-search / find / scottsdale", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:09:02.108Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-13T04:09:02.063Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:09:02.012Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"maxcopell/zillow\"", "timestamp": "2026-10-13T04:09:01.928Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used nexgendata/redfin-real-estate-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-13T04:09:01.851Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:08:03.910Z", "day": "2026-10-13", "traceId": "f1ca490d4b0d0fb41af74540a671e1ef", "observationId": "179871de608a7838", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f1ca490d4b0d0fb41af74540a671e1ef?observation=179871de608a7838", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:09:13.550Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-13T04:09:13.514Z", "metadata": {} }, "check.followers": { "value": 1, "stringValue": null, "comment": "PASS: followersCount within 2%", "timestamp": "2026-10-13T04:09:13.479Z", "metadata": {} }, "check.grounded": { "value": 0.5, "stringValue": null, "comment": "FAIL: 1 of 2 numbers not in Actor output: 268,098", "timestamp": "2026-10-13T04:09:13.445Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): directUrls[0]", "timestamp": "2026-10-13T04:09:13.407Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:09:13.365Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-10-13T04:09:13.278Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-10-13T04:09:13.208Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:08:16.187Z", "day": "2026-10-13", "traceId": "6dfe176178f30ae75151ae88b62e3f3f", "observationId": "bb9a7e846683f15b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6dfe176178f30ae75151ae88b62e3f3f?observation=bb9a7e846683f15b", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:08:46.567Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-13T04:08:46.532Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:08:46.485Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-13T04:08:46.375Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-13T04:08:46.289Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:08:46.603Z", "day": "2026-10-13", "traceId": "a800267af45810860da3b4a3103c75d3", "observationId": "8a2dd49f1f30ec74", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a800267af45810860da3b4a3103c75d3?observation=8a2dd49f1f30ec74", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "use", "title": "instagram-reel / use / natgeo-skip-pinned", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:09:43.885Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-13T04:09:43.845Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 8 numbers found in Actor output", "timestamp": "2026-10-13T04:09:43.804Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-13T04:09:43.770Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-13T04:09:43.733Z", "metadata": {} }, "check.threeReels": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-13T04:09:43.701Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-13T04:09:43.663Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:09:43.584Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-13T04:09:43.496Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:09:02.145Z", "day": "2026-10-13", "traceId": "e956e893078c4b89d981fa6e75068556", "observationId": "8ae3409f2a27fdbc", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e956e893078c4b89d981fa6e75068556?observation=8ae3409f2a27fdbc", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "find", "title": "instagram-reel / find / natgeo-reels-shares", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:10:25.096Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-13T04:10:25.060Z", "metadata": {} }, "check.sharesFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeSharesCount", "timestamp": "2026-10-13T04:10:25.027Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:10:24.987Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-reel-scraper\"", "timestamp": "2026-10-13T04:10:24.915Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-13T04:10:24.835Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "instagram-profile-scraper-usage-natgeo-about-section", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:09:02.458Z", "day": "2026-10-13", "traceId": "16d3bc14d885b9d736baf3f1de6a0660", "observationId": "393d7fa125f8657b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/16d3bc14d885b9d736baf3f1de6a0660?observation=393d7fa125f8657b", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "use", "title": "instagram-profile / use / natgeo-about-section", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:09:59.902Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-13T04:09:59.861Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-13T04:09:59.821Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-13T04:09:59.785Z", "metadata": {} }, "check.aboutSection": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeAboutSection", "timestamp": "2026-10-13T04:09:59.733Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): usernames[0]", "timestamp": "2026-10-13T04:09:59.694Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:09:59.607Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-13T04:09:59.533Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "instagram-profile-scraper-discovery-natgeo-verified", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:09:13.587Z", "day": "2026-10-13", "traceId": "84646ac81147f93d1001010adc8087bb", "observationId": "ebb071ad0ba83759", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/84646ac81147f93d1001010adc8087bb?observation=ebb071ad0ba83759", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "find", "title": "instagram-profile / find / natgeo-verified", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:09:44.690Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-13T04:09:44.655Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:09:44.621Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-profile-scraper\"", "timestamp": "2026-10-13T04:09:44.582Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-13T04:09:44.539Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "instagram-post-scraper-usage-natgeo-three-posts", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:09:16.749Z", "day": "2026-10-13", "traceId": "2b0c97cb6fa9704386a8438493d236f5", "observationId": "abb5e80d655ce6b4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2b0c97cb6fa9704386a8438493d236f5?observation=abb5e80d655ce6b4", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "use", "title": "instagram-post / use / natgeo-three-posts", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:10:25.258Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-13T04:10:25.221Z", "metadata": {} }, "check.grounded": { "value": 0.778, "stringValue": null, "comment": "FAIL: 2 of 9 numbers not in Actor output: 4, 2", "timestamp": "2026-10-13T04:10:25.189Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-13T04:10:25.152Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-13T04:10:25.114Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-13T04:10:25.077Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-13T04:10:25.040Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:10:24.962Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-13T04:10:24.892Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "instagram-post-scraper-discovery-natgeo-latest-post", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:09:21.612Z", "day": "2026-10-13", "traceId": "9b2dde4b8141595da74c9d7abc228534", "observationId": "0a4f2db4b498c427", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9b2dde4b8141595da74c9d7abc228534?observation=0a4f2db4b498c427", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "find", "title": "instagram-post / find / natgeo-latest-post", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:10:27.467Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-13T04:10:27.428Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:10:27.388Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-post-scraper\"", "timestamp": "2026-10-13T04:10:27.345Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-13T04:10:27.306Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:09:43.920Z", "day": "2026-10-13", "traceId": "ebd9fea0976176fb809a39f896e77502", "observationId": "babdf7f80177f398", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ebd9fea0976176fb809a39f896e77502?observation=babdf7f80177f398", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "use", "title": "instagram-hashtag / use / nasa-keyword-reels", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:10:46.601Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: items", "timestamp": "2026-10-13T04:10:46.567Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 10 numbers found in Actor output", "timestamp": "2026-10-13T04:10:46.530Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 6 items, expected at most 5", "timestamp": "2026-10-13T04:10:46.493Z", "metadata": {} }, "check.fiveResults": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): resultsLimit", "timestamp": "2026-10-13T04:10:46.451Z", "metadata": {} }, "check.reelsType": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): resultsType", "timestamp": "2026-10-13T04:10:46.416Z", "metadata": {} }, "check.keywordMode": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/instagram-hashtag-scraper: keywordSearch = false (expected true)", "timestamp": "2026-10-13T04:10:46.380Z", "metadata": {} }, "check.keywordInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): hashtags[0]", "timestamp": "2026-10-13T04:10:46.343Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:10:46.305Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-10-13T04:10:46.265Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "keywordMode" ], "judgeComment": null }, { "scenarioId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:09:44.747Z", "day": "2026-10-13", "traceId": "70d1c98c6bbf99c1e0506df6553cd3bd", "observationId": "5988a98ffbb9b40f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/70d1c98c6bbf99c1e0506df6553cd3bd?observation=5988a98ffbb9b40f", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "find", "title": "instagram-hashtag / find / nasa-hashtag", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:10:27.845Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-13T04:10:27.809Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:10:27.769Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-hashtag-scraper\"", "timestamp": "2026-10-13T04:10:27.734Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-10-13T04:10:27.678Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "facebook-posts-scraper-usage-nasa-engagement", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:09:59.938Z", "day": "2026-10-13", "traceId": "7728e975f72c3afdb01b26605bec66e5", "observationId": "334d07b5fea78881", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7728e975f72c3afdb01b26605bec66e5?observation=334d07b5fea78881", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "use", "title": "facebook-posts / use / nasa-engagement", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:10:45.360Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-13T04:10:45.312Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 11 numbers found in Actor output", "timestamp": "2026-10-13T04:10:45.274Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-13T04:10:45.238Z", "metadata": {} }, "check.fivePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-13T04:10:45.181Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-13T04:10:45.140Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:10:45.102Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-13T04:10:45.028Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{2,}/", "timestamp": "2026-10-13T04:10:44.946Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "facebook-posts-scraper-discovery-nasa-page", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:10:25.129Z", "day": "2026-10-13", "traceId": "3bd97cfa6bb109f51a0b0a94cac8a376", "observationId": "ec799cdeaa9cfd24", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3bd97cfa6bb109f51a0b0a94cac8a376?observation=ec799cdeaa9cfd24", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "find", "title": "facebook-posts / find / nasa-page", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:11:15.288Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-13T04:11:15.252Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:11:15.210Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-posts-scraper\"", "timestamp": "2026-10-13T04:11:15.138Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-13T04:11:15.036Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "facebook-groups-scraper-usage-recent-activity", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:10:25.291Z", "day": "2026-10-13", "traceId": "5603bfcb09ce323e7aaa384ae38cd121", "observationId": "f37af8e940da0f33", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5603bfcb09ce323e7aaa384ae38cd121?observation=f37af8e940da0f33", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "use", "title": "facebook-groups / use / recent-activity", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:11:00.291Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-13T04:11:00.256Z", "metadata": {} }, "check.grounded": { "value": 0.818, "stringValue": null, "comment": "FAIL: 2 of 11 numbers not in Actor output: 299, 300", "timestamp": "2026-10-13T04:11:00.217Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-13T04:11:00.174Z", "metadata": {} }, "check.sortOrder": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): viewOption", "timestamp": "2026-10-13T04:11:00.133Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-13T04:11:00.088Z", "metadata": {} }, "check.groupUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-13T04:11:00.034Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:10:59.953Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-10-13T04:10:59.865Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "facebook-groups-scraper-discovery-public-group-posts", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:10:27.494Z", "day": "2026-10-13", "traceId": "7a85a5b92fe60ce90cd994b3cf5dd3d8", "observationId": "87fb9e0421f24a8d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7a85a5b92fe60ce90cd994b3cf5dd3d8?observation=87fb9e0421f24a8d", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "find", "title": "facebook-groups / find / public-group-posts", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:12:57.630Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-13T04:12:57.597Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:12:57.551Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-groups-scraper\"", "timestamp": "2026-10-13T04:12:57.466Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-13T04:12:57.383Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "facebook-ads-scraper-usage-nike-last-30-days", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:10:27.877Z", "day": "2026-10-13", "traceId": "df8e6ecdab36e42f1585acc2390beb0f", "observationId": "da68832a63276d9a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/df8e6ecdab36e42f1585acc2390beb0f?observation=da68832a63276d9a", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "use", "title": "facebook-ads / use / nike-last-30-days", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:12:01.195Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-13T04:12:01.155Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-10-13T04:12:01.112Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-13T04:12:01.076Z", "metadata": {} }, "check.detailsFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): isDetailsPerAd", "timestamp": "2026-10-13T04:12:01.039Z", "metadata": {} }, "check.twentyAds": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-13T04:12:01.003Z", "metadata": {} }, "check.dateRange": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): onlyAdsNewerThan", "timestamp": "2026-10-13T04:12:00.965Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-13T04:12:00.926Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:12:00.887Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-ads-scraper", "timestamp": "2026-10-13T04:12:00.803Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-13T04:12:00.714Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "tripadvisor-usage-rome-restaurants", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:10:46.640Z", "day": "2026-10-13", "traceId": "614d53da4a1d3ade43a538d1b0760173", "observationId": "c863a2e544322f97", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/614d53da4a1d3ade43a538d1b0760173?observation=c863a2e544322f97", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "use", "title": "tripadvisor / use / rome-restaurants", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:12:37.638Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-13T04:12:37.600Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-13T04:12:37.565Z", "metadata": {} }, "check.ratingField": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-13T04:12:37.532Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-13T04:12:37.494Z", "metadata": {} }, "check.restaurantsMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeRestaurants", "timestamp": "2026-10-13T04:12:37.455Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:12:37.371Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-13T04:12:37.327Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[3-5]\\.\\d\\b/", "timestamp": "2026-10-13T04:12:37.265Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "tripadvisor-discovery-barcelona-attractions", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:11:00.331Z", "day": "2026-10-13", "traceId": "6f175dc120383dbe81bfe19d4cb0b7da", "observationId": "1fe01c3790090e8e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6f175dc120383dbe81bfe19d4cb0b7da?observation=1fe01c3790090e8e", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "find", "title": "tripadvisor / find / barcelona-attractions", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:11:46.682Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-13T04:11:46.645Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:11:46.607Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /maxcopell/tripadvisor(?!-)/", "timestamp": "2026-10-13T04:11:46.537Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used romy/tripadvisor-attractions-scraper, axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-13T04:11:46.456Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:11:46.715Z", "day": "2026-10-13", "traceId": "d3a350db8be5d71acfbf032f0199ee8b", "observationId": "08fa9fdad54b1e74", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d3a350db8be5d71acfbf032f0199ee8b?observation=08fa9fdad54b1e74", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:12:28.425Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-13T04:12:28.388Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-13T04:12:28.352Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-13T04:12:28.320Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-13T04:12:28.287Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode is missing (expected \"de\")", "timestamp": "2026-10-13T04:12:28.249Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-13T04:12:28.210Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-13T04:12:28.176Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:12:28.100Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-13T04:12:28.026Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:12:01.226Z", "day": "2026-10-13", "traceId": "bdded7625c2f035ca4e8b88aa3ca9cb6", "observationId": "9a2689544ffd9a5c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/bdded7625c2f035ca4e8b88aa3ca9cb6?observation=9a2689544ffd9a5c", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:12:57.700Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-13T04:12:57.651Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:12:57.605Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-13T04:12:57.527Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-13T04:12:57.473Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "google-maps-contact-details-usage-toronto-roofers", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:12:28.459Z", "day": "2026-10-13", "traceId": "40851d2d840d735d6b1aa95faece1d86", "observationId": "bc34c3736a1ddc6d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/40851d2d840d735d6b1aa95faece1d86?observation=bc34c3736a1ddc6d", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "use", "title": "google-maps-contact-details / use / toronto-roofers", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:15:22.945Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-13T04:15:22.901Z", "metadata": {} }, "check.count": { "value": 1, "stringValue": null, "comment": "PASS (warn): answer matches /[0-9]/", "timestamp": "2026-10-13T04:15:22.858Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 4 of 10 items missing emails", "timestamp": "2026-10-13T04:15:22.820Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-13T04:15:22.772Z", "metadata": {} }, "check.socials": { "value": 0, "stringValue": null, "comment": "FAIL (warn): lukaskrivka/google-maps-with-contact-details: scrapeSocialMediaProfiles is missing (expected to be set)", "timestamp": "2026-10-13T04:15:22.732Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-13T04:15:22.694Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:15:22.654Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-13T04:15:22.610Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "socials" ], "judgeComment": null }, { "scenarioId": "google-maps-reviews-usage-ritz-trend", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:12:57.661Z", "day": "2026-10-13", "traceId": "9fc1e8d0b13885ced81753ed9b0fffe4", "observationId": "3e333f81c9b7f817", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9fc1e8d0b13885ced81753ed9b0fffe4?observation=3e333f81c9b7f817", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "use", "title": "google-maps-reviews / use / ritz-trend", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:14:25.207Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-13T04:14:25.171Z", "metadata": {} }, "check.stars": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 9 of 30 items missing stars", "timestamp": "2026-10-13T04:14:25.134Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 30 items ok", "timestamp": "2026-10-13T04:14:25.092Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxReviews", "timestamp": "2026-10-13T04:14:25.043Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:14:25.005Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/Google-Maps-Reviews-Scraper, compass/google-maps-reviews-scraper", "timestamp": "2026-10-13T04:14:24.933Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[1-5](\\.\\d+)?\\b/", "timestamp": "2026-10-13T04:14:24.840Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "stars" ], "judgeComment": null }, { "scenarioId": "google-maps-reviews-discovery-ritz", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:12:57.735Z", "day": "2026-10-13", "traceId": "06c679ac7132ace89d6823d5917870fa", "observationId": "281b306003991adb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/06c679ac7132ace89d6823d5917870fa?observation=281b306003991adb", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "find", "title": "google-maps-reviews / find / ritz", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:13:55.923Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-13T04:13:55.886Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): compass/Google-Maps-Reviews-Scraper run : CALL-FAILED", "timestamp": "2026-10-13T04:13:55.852Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"compass/google-maps-reviews-scraper\"", "timestamp": "2026-10-13T04:13:55.778Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-13T04:13:55.698Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": null }, { "scenarioId": "google-maps-extractor-usage-toronto-plumbers", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:13:55.952Z", "day": "2026-10-13", "traceId": "442ddd313fe07013ebec4b20ed477a72", "observationId": "a604109c727ecc15", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/442ddd313fe07013ebec4b20ed477a72?observation=a604109c727ecc15", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "use", "title": "google-maps-extractor / use / toronto-plumbers", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:14:29.084Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-13T04:14:29.038Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 19 numbers found in Actor output", "timestamp": "2026-10-13T04:14:28.997Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /[1-5][.][0-9]/", "timestamp": "2026-10-13T04:14:28.957Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 1 of 15 items missing address", "timestamp": "2026-10-13T04:14:28.917Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 15 items ok", "timestamp": "2026-10-13T04:14:28.864Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-13T04:14:28.817Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:14:28.777Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-extractor", "timestamp": "2026-10-13T04:14:28.743Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": null }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "c850077c9f2b95a3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:14:29.137Z", "day": "2026-10-13", "traceId": "faaf738b96c502a4bd9701a332199a32", "observationId": "010c964c3e06190d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/faaf738b96c502a4bd9701a332199a32?observation=010c964c3e06190d", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:15:18.122Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-13T04:15:18.085Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 4 numbers found in Actor output", "timestamp": "2026-10-13T04:15:18.048Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-13T04:15:18.010Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-13T04:15:17.969Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-13T04:15:17.927Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:15:17.889Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-13T04:15:17.809Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-13T04:15:17.718Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:15:43.888Z", "day": "2026-10-13", "traceId": "9a769539975ec016a7915555c38ecde6", "observationId": "00c174130641f4f8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9a769539975ec016a7915555c38ecde6?observation=00c174130641f4f8", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "use", "title": "youtube-shorts / use / mrbeast-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer lists all 10 MrBeast Shorts with their view and like counts, grounded in the retrieved data, fully satisfying the task requirements.", "timestamp": "2026-10-13T04:34:16.882Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer lists all 10 MrBeast Shorts with their view and like counts, grounded in the retrieved data, fully satisfying the task requirements.", "timestamp": "2026-10-13T04:34:16.847Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-13T04:34:16.805Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:34:16.769Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified the actor, supplied proper inputs, handled the async run, and reported accurate results grounded in the dataset.", "timestamp": "2026-10-13T04:34:16.726Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-13T04:34:16.690Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer lists all 10 MrBeast Shorts with their view and like counts, grounded in the retrieved data, fully satisfying the task requirements.", "timestamp": "2026-10-13T04:34:16.653Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: fetch schema, run actor, poll for completion, retrieve dataset — no redundant calls or detours.", "timestamp": "2026-10-13T04:34:16.616Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The Actor was still RUNNING after the initial 45-second wait, and the agent correctly polled with get-actor-run to wait for completion before fetching results.", "timestamp": "2026-10-13T04:34:16.577Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 24 numbers in the final answer were found in the Actor output, and the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-10-13T04:34:16.535Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with channels=[\"MrBeast\"], maxResultsShorts=10, and sortChannelShortsBy=\"POPULAR\", which matches the required input schema exactly.", "timestamp": "2026-10-13T04:34:16.491Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for discovering, running, and retrieving results from streamers/youtube-shorts-scraper.", "timestamp": "2026-10-13T04:34:16.452Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:17:44.730Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-13T04:17:44.695Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 24 numbers found in Actor output", "timestamp": "2026-10-13T04:17:44.661Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-13T04:17:44.621Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-13T04:17:44.544Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResultsShorts", "timestamp": "2026-10-13T04:17:44.500Z", "metadata": {} }, "check.sortPopular": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): sortChannelShortsBy", "timestamp": "2026-10-13T04:17:44.462Z", "metadata": {} }, "check.channelInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): channels[0]", "timestamp": "2026-10-13T04:17:44.417Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:17:44.339Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-13T04:17:44.251Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer lists all 10 MrBeast Shorts with their view and like counts, grounded in the retrieved data, fully satisfying the task requirements." }, { "scenarioId": "tiktok-scraper-discovery-cleantok", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:15:43.890Z", "day": "2026-10-13", "traceId": "38c1922e09e24c84b6a73d0f7e973c93", "observationId": "5ced0247730ec170", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/38c1922e09e24c84b6a73d0f7e973c93?observation=5ced0247730ec170", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "find", "title": "tiktok / find / cleantok", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-13T04:34:04.198Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-13T04:34:04.081Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "memo23/tiktok-hashtag-scraper", "comment": "Actors the agent ran: memo23/tiktok-hashtag-scraper", "timestamp": "2026-10-13T04:34:04.030Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-13T04:34:03.993Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:34:03.931Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-13T04:34:03.893Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-13T04:34:03.848Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered a well-structured summary of trending #cleantok content with real engagement data and ended with 'Actor: memo23/tiktok-hashtag-scraper', but used the wrong actor (namedActor FAIL, rightActor FAIL) so the intended actor was never used.", "timestamp": "2026-10-13T04:34:03.812Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch-details, call-actor, get-dataset-items) in a logical sequence without redundant steps, though it skipped the recommended second broader search.", "timestamp": "2026-10-13T04:34:03.771Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved all 20 dataset items and used real engagement numbers (plays, likes, comments, shares, saves) from the dataset to build the summary, including specific creator usernames and metrics.", "timestamp": "2026-10-13T04:34:03.733Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed hashtags=['cleantok'] and maxResultsPerHashtag=20, which are well-formed inputs that correctly cap results at 20 videos for the #cleantok hashtag.", "timestamp": "2026-10-13T04:34:03.629Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used memo23/tiktok-hashtag-scraper instead of the intended clockworks/tiktok-scraper; the rightActor check is FAIL, meaning the wrong actor was selected despite a search that returned multiple options.", "timestamp": "2026-10-13T04:34:03.588Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:16:27.783Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-13T04:16:27.739Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:16:27.698Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-scraper\"", "timestamp": "2026-10-13T04:16:27.591Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-13T04:16:27.499Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "memo23/tiktok-hashtag-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper" }, { "scenarioId": "youtube-scraper-discovery-espresso", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:15:43.890Z", "day": "2026-10-13", "traceId": "1efd77543e67d6c5d2e1b5e4877de8d7", "observationId": "f6d528c04278d57e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1efd77543e67d6c5d2e1b5e4877de8d7?observation=f6d528c04278d57e", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "find", "title": "youtube / find / espresso", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-13T04:34:08.099Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-13T04:34:07.997Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "api-ninja/youtube-search-scraper", "comment": "Actors the agent ran: api-ninja/youtube-search-scraper", "timestamp": "2026-10-13T04:34:07.959Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-13T04:34:07.928Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:34:07.895Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-13T04:34:07.858Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-13T04:34:07.823Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent produced a list of 10 videos with titles, view counts, and channel names from the last month sorted by popularity, but used the wrong actor (api-ninja/youtube-search-scraper instead of streamers/youtube-scraper) as confirmed by the deterministic checks.", "timestamp": "2026-10-13T04:34:07.787Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search calls (one for 'YouTube videos', one for 'YouTube search'), fetched actor details, had one failed call due to schema constraint, then one successful call and one dataset fetch — reasonably direct with only minor extra steps.", "timestamp": "2026-10-13T04:34:07.750Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'maxResults must be >= 20', the agent immediately retried with maxResults=20 and succeeded.", "timestamp": "2026-10-13T04:34:07.716Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 dataset items and used the actual returned data (titles, channelTitle, viewCount) to construct the top-10 list, sorted by view count descending.", "timestamp": "2026-10-13T04:34:07.647Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "After the first call failed due to maxResults<20, the agent corrected to maxResults=20 with sortBy='popularity', uploadDate='month', and videoDepthDetails='detailed' — all well-formed and sensible for the task.", "timestamp": "2026-10-13T04:34:07.612Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for YouTube scrapers and selected api-ninja/youtube-search-scraper instead of the intended streamers/youtube-scraper, which is a wrong actor choice per the deterministic check.", "timestamp": "2026-10-13T04:34:07.576Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:16:37.564Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-13T04:16:37.525Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): api-ninja/youtube-search-scraper run : CALL-FAILED", "timestamp": "2026-10-13T04:16:37.487Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"streamers/youtube-scraper\"", "timestamp": "2026-10-13T04:16:37.409Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-13T04:16:37.330Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "api-ninja/youtube-search-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper" }, { "scenarioId": "youtube-shorts-scraper-discovery-mrbeast-popular", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:15:43.890Z", "day": "2026-10-13", "traceId": "479a14f0edb225c2694b4d868135ec0b", "observationId": "748296214b2339f8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/479a14f0edb225c2694b4d868135ec0b?observation=748296214b2339f8", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "find", "title": "youtube-shorts / find / mrbeast-popular", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: MCP server exposed no tools to the agent", "timestamp": "2026-10-13T04:34:07.392Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:34:07.285Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "Even with no MCP tools available, the agent could have attempted alternative approaches (e.g., web search if available, or at minimum identifying the correct Actor name 'streamers/youtube-shorts-scraper' from its training knowledge), but instead immediately gave up and redirected the user, failing all active dimensions.", "timestamp": "2026-10-13T04:34:07.248Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent did not return any list of MrBeast Shorts, view counts, or the required Actor attribution line matching the expected format; the task was not completed.", "timestamp": "2026-10-13T04:34:07.214Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made no tool calls and produced no useful output, representing a completely inefficient (zero-step) plan for a task requiring data retrieval.", "timestamp": "2026-10-13T04:34:07.179Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The MCP server failed and exposed no tools; the agent acknowledged it had no tools but did not attempt any alternative approach such as web search or API calls, simply deflecting to the user.", "timestamp": "2026-10-13T04:34:07.149Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The facts confirm the MCP server failed and exposed no tools to the agent, so the agent had no tools available to select; it correctly noted it had no tools but did not attempt any search or workaround.", "timestamp": "2026-10-13T04:34:07.112Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-13T04:15:53.127Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, shape", "timestamp": "2026-10-13T04:15:53.075Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\d[\\d,.]{3,}/", "timestamp": "2026-10-13T04:15:53.034Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-13T04:15:52.988Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"streamers/youtube-shorts-scraper\"", "timestamp": "2026-10-13T04:15:52.905Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected streamers/youtube-shorts-scraper", "timestamp": "2026-10-13T04:15:52.785Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "shape", "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "tiktok-scraper-usage-protein-coffee", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:15:43.890Z", "day": "2026-10-13", "traceId": "ed6d4716942e8adce88eb32397b2c5d6", "observationId": "712f84491753c3c2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ed6d4716942e8adce88eb32397b2c5d6?observation=712f84491753c3c2", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "use", "title": "tiktok / use / protein-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 10 videos with play counts sorted by most plays, and the grounded check confirms all numbers are from actual Actor output, fulfilling the task of finding the top 10 protein coffee recipe videos by play count.", "timestamp": "2026-10-13T04:34:13.542Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 10 videos with play counts sorted by most plays, and the grounded check confirms all numbers are from actual Actor output, fulfilling the task of finding the top 10 protein coffee recipe videos by play count.", "timestamp": "2026-10-13T04:34:13.511Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-13T04:34:13.472Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:34:13.427Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the correct actor, used proper inputs, polled correctly for completion, retrieved and utilized real data, and delivered a complete ranked list of 10 videos with verified play counts.", "timestamp": "2026-10-13T04:34:13.389Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-13T04:34:13.343Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 videos with play counts sorted by most plays, and the grounded check confirms all numbers are from actual Actor output, fulfilling the task of finding the top 10 protein coffee recipe videos by play count.", "timestamp": "2026-10-13T04:34:13.290Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: fetch details → call actor → poll for completion → get dataset items, with no redundant or wasted calls.", "timestamp": "2026-10-13T04:34:13.240Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor run was still RUNNING after the initial 45-second wait, and the agent correctly polled again with get-actor-run to wait for completion before fetching results.", "timestamp": "2026-10-13T04:34:13.208Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 20 numbers in the answer were found in Actor output; however, the dataset preview shows items with play counts like 487,900 (morganpetersonn) which appears in the answer, but entries 1-7 and 9-10 (4,500,000; 2,000,000; 1,000,000; 698,200; 634,700; 564,500; 564,200; 463,000; 420,500) are not visible in the truncated preview — yet the grounded check PASS confirms they were in the full dataset.", "timestamp": "2026-10-13T04:34:13.177Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries:[\"protein coffee recipe\"], searchSection:\"/video\", resultsPerPage:100, and videoSearchSorting:\"MOST_RELEVANT\" — all valid fields per the input schema.", "timestamp": "2026-10-13T04:34:13.131Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running clockworks/tiktok-scraper and retrieving results.", "timestamp": "2026-10-13T04:34:13.080Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:17:06.549Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-13T04:17:06.503Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 20 numbers found in Actor output", "timestamp": "2026-10-13T04:17:06.469Z", "metadata": {} }, "check.plays": { "value": 1, "stringValue": null, "comment": "PASS (warn): 100 items ok", "timestamp": "2026-10-13T04:17:06.430Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:17:06.387Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-scraper", "timestamp": "2026-10-13T04:17:06.273Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-13T04:17:06.182Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 10 videos with play counts sorted by most plays, and the grounded check confirms all numbers are from actual Actor output, fulfilling the task of finding the top 10 protein coffee recipe videos by play count." }, { "scenarioId": "youtube-scraper-usage-espresso-engagement", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:15:43.890Z", "day": "2026-10-13", "traceId": "5a9a4854844167b39d2854870bf17c25", "observationId": "77cd233f070df5e3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5a9a4854844167b39d2854870bf17c25?observation=77cd233f070df5e3", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "use", "title": "youtube / use / espresso-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: MCP server exposed no tools to the agent", "timestamp": "2026-10-13T04:34:12.869Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:34:12.745Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The MCP server failed to expose tools, but the agent made no attempt to call any tool, retry, or report a specific infrastructure error—it simply assumed it had no access and offered workarounds. The agent should have attempted tool calls and reported the failure explicitly rather than preemptively giving up.", "timestamp": "2026-10-13T04:34:12.696Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent did not retrieve any YouTube video data and provided no views, likes, or comment counts, completely failing to fulfill the task as confirmed by all deterministic FAIL checks.", "timestamp": "2026-10-13T04:34:12.661Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent immediately gave up and offered manual alternatives without making any attempt to call tools, which is an inefficient non-plan for a task requiring tool use.", "timestamp": "2026-10-13T04:34:12.629Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The infrastructure fact states the MCP server exposed no tools to the agent and failed; the agent responded by offering alternatives rather than attempting any recovery or retrying tool discovery.", "timestamp": "2026-10-13T04:34:12.584Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The facts confirm that no Actor runs were triggered and no tool calls were made; the agent never attempted to use the streamers/youtube-scraper Actor or any other tool.", "timestamp": "2026-10-13T04:34:12.539Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-13T04:15:57.730Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape, rightActor, ranOk, items", "timestamp": "2026-10-13T04:15:57.694Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-13T04:15:57.653Z", "metadata": {} }, "check.engagementFields": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run to read items from", "timestamp": "2026-10-13T04:15:57.619Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run to read items from", "timestamp": "2026-10-13T04:15:57.583Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-13T04:15:57.542Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-13T04:15:57.508Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected streamers/youtube-scraper", "timestamp": "2026-10-13T04:15:57.467Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-13T04:15:57.422Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "engagementFields", "items", "cap", "ranOk", "rightActor", "shape" ], "judgeComment": null }, { "scenarioId": "tiktok-profile-scraper-usage-apifylife-latest-five", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:15:53.300Z", "day": "2026-10-13", "traceId": "db29f85a5596cfdc84a88e1489f4f2b1", "observationId": "96bb3d3960ec8322", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/db29f85a5596cfdc84a88e1489f4f2b1?observation=96bb3d3960ec8322", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "use", "title": "tiktok-profile / use / apifylife-latest-five", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer reports the follower count (192) and all 5 most recent videos with their play counts and publication dates, all grounded in the actual Actor output.", "timestamp": "2026-10-13T04:34:00.881Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer reports the follower count (192) and all 5 most recent videos with their play counts and publication dates, all grounded in the actual Actor output.", "timestamp": "2026-10-13T04:34:00.840Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-13T04:34:00.795Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:34:00.750Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, used correct inputs, retrieved and utilized real data, and produced a complete answer matching the task requirements.", "timestamp": "2026-10-13T04:34:00.707Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-13T04:34:00.649Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports the follower count (192) and all 5 most recent videos with their play counts and publication dates, all grounded in the actual Actor output.", "timestamp": "2026-10-13T04:34:00.611Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run the actor, retrieve dataset items — no redundant calls or retries.", "timestamp": "2026-10-13T04:34:00.571Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 9 numbers in the final answer were found in the Actor output; the agent used actual dataset fields (authorMeta.fans, playCount, createTimeISO, text) from the retrieved data.", "timestamp": "2026-10-13T04:34:00.529Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called clockworks/tiktok-profile-scraper with profiles=['apifylife'], resultsPerPage=5, and profileSorting='latest', which are all correct and well-formed inputs matching the schema.", "timestamp": "2026-10-13T04:34:00.486Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with clockworks/tiktok-profile-scraper, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-13T04:34:00.449Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:16:28.789Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-13T04:16:28.741Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 9 numbers found in Actor output", "timestamp": "2026-10-13T04:16:28.702Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-13T04:16:28.669Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-13T04:16:28.626Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsPerPage", "timestamp": "2026-10-13T04:16:28.595Z", "metadata": {} }, "check.profileInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): profiles[0]", "timestamp": "2026-10-13T04:16:28.551Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:16:28.512Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-13T04:16:28.453Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer reports the follower count (192) and all 5 most recent videos with their play counts and publication dates, all grounded in the actual Actor output." }, { "scenarioId": "tiktok-profile-scraper-discovery-apifylife-followers", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:15:57.958Z", "day": "2026-10-13", "traceId": "366d3d9f4f90ea1717f2a2dc73033c56", "observationId": "8b8eb94772374f32", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/366d3d9f4f90ea1717f2a2dc73033c56?observation=8b8eb94772374f32", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "find", "title": "tiktok-profile / find / apifylife-followers", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides the follower count (192) and all 5 most recent videos with captions, dates, engagement metrics, and URLs, all grounded in the retrieved data, and ends with the required 'Actor: clockworks/tiktok-profile-scraper' line.", "timestamp": "2026-10-13T04:33:58.669Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides the follower count (192) and all 5 most recent videos with captions, dates, engagement metrics, and URLs, all grounded in the retrieved data, and ends with the required 'Actor: clockworks/tiktok-profile-scraper' line.", "timestamp": "2026-10-13T04:33:58.631Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-profile-scraper", "timestamp": "2026-10-13T04:33:58.590Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-13T04:33:58.547Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:33:58.493Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, used correct inputs, utilized retrieved data accurately, ran efficiently, and fully completed the task.", "timestamp": "2026-10-13T04:33:58.445Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-13T04:33:58.396Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides the follower count (192) and all 5 most recent videos with captions, dates, engagement metrics, and URLs, all grounded in the retrieved data, and ends with the required 'Actor: clockworks/tiktok-profile-scraper' line.", "timestamp": "2026-10-13T04:33:58.355Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search-actors, fetch-actor-details, call-actor, get-dataset-items) in a logical sequence with no redundant calls or backtracking.", "timestamp": "2026-10-13T04:33:58.285Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly used the authorMeta.fans field (192) for follower count and the text, createTimeISO, diggCount, commentCount, shareCount, playCount, and webVideoUrl fields for the 5 videos in its final answer.", "timestamp": "2026-10-13T04:33:58.248Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed profiles=['apifylife'], resultsPerPage=5, and profileSorting='latest' which are all correct and well-formed inputs for retrieving the 5 most recent videos from the profile.", "timestamp": "2026-10-13T04:33:58.210Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified clockworks/tiktok-profile-scraper as the appropriate tool for scraping a single TikTok profile, confirmed by the rightActor PASS deterministic check.", "timestamp": "2026-10-13T04:33:58.168Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:16:47.854Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-13T04:16:47.818Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{2,}/", "timestamp": "2026-10-13T04:16:47.763Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:16:47.720Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-profile-scraper\"", "timestamp": "2026-10-13T04:16:47.633Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-13T04:16:47.552Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides the follower count (192) and all 5 most recent videos with captions, dates, engagement metrics, and URLs, all grounded in the retrieved data, and ends with the required 'Actor: clockworks/tiktok-profile-scraper' line." }, { "scenarioId": "tiktok-comments-scraper-usage-top-level-only", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:16:27.824Z", "day": "2026-10-13", "traceId": "b26ce39ed8187af4aa034b809b55f3d2", "observationId": "6d44a44a104729a7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b26ce39ed8187af4aa034b809b55f3d2?observation=6d44a44a104729a7", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "use", "title": "tiktok-comments / use / top-level-only", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly identified and reported the top 5 comments by likes with accurate like counts, comment text, and usernames, all grounded in the retrieved dataset.", "timestamp": "2026-10-13T04:33:57.177Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly identified and reported the top 5 comments by likes with accurate like counts, comment text, and usernames, all grounded in the retrieved dataset.", "timestamp": "2026-10-13T04:33:57.144Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-13T04:33:57.105Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:33:57.070Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The deterministic check 'cap' FAILED because the agent used topLevelCommentsPerPost=20 instead of commentsPerPost=20; while the result happened to be correct, the intended cap field commentsPerPost was missing from the input, suggesting the agent should have used commentsPerPost to properly limit total comments as documented in the schema.", "timestamp": "2026-10-13T04:33:57.036Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-13T04:33:56.997Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and reported the top 5 comments by likes with accurate like counts, comment text, and usernames, all grounded in the retrieved dataset.", "timestamp": "2026-10-13T04:33:56.958Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve results — no redundant steps.", "timestamp": "2026-10-13T04:33:56.919Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 15 numbers in the final answer were found in the Actor output, and the agent directly used the diggCount field from the dataset to rank comments.", "timestamp": "2026-10-13T04:33:56.872Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used postURLs with the correct URL, maxRepliesPerComment=0 to disable replies, and topLevelCommentsPerPost=20 instead of commentsPerPost=20; the cap check FAILED because commentsPerPost was missing, but topLevelCommentsPerPost achieved the same result (20 items returned).", "timestamp": "2026-10-13T04:33:56.829Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-13T04:33:56.776Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:17:12.128Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-13T04:17:12.095Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 15 numbers found in Actor output", "timestamp": "2026-10-13T04:17:12.063Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-13T04:17:12.025Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-13T04:17:11.985Z", "metadata": {} }, "check.noReplies": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxRepliesPerComment", "timestamp": "2026-10-13T04:17:11.949Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): clockworks/tiktok-comments-scraper: commentsPerPost is missing (expected at most 20)", "timestamp": "2026-10-13T04:17:11.911Z", "metadata": {} }, "check.videoUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): postURLs[0]", "timestamp": "2026-10-13T04:17:11.874Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:17:11.833Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-13T04:17:11.793Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "PASS: The agent correctly identified and reported the top 5 comments by likes with accurate like counts, comment text, and usernames, all grounded in the retrieved dataset." }, { "scenarioId": "tiktok-comments-scraper-discovery-video-top-comments", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:16:28.825Z", "day": "2026-10-13", "traceId": "8f8830faa616d25bff60745728740ee2", "observationId": "5eb426baac3ebf9a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8f8830faa616d25bff60745728740ee2?observation=5eb426baac3ebf9a", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "find", "title": "tiktok-comments / find / video-top-comments", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly identified the 5 most-liked comments from the retrieved dataset, listed them with like counts and usernames, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line.", "timestamp": "2026-10-13T04:33:52.869Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly identified the 5 most-liked comments from the retrieved dataset, listed them with like counts and usernames, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line.", "timestamp": "2026-10-13T04:33:52.812Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-comments-scraper", "timestamp": "2026-10-13T04:33:52.772Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-13T04:33:52.735Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:33:52.663Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent selected the correct actor, used proper inputs, utilized retrieved data correctly, and delivered a complete answer with the top 5 most-liked comments.", "timestamp": "2026-10-13T04:33:52.621Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-13T04:33:52.578Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly identified the 5 most-liked comments from the retrieved dataset, listed them with like counts and usernames, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line.", "timestamp": "2026-10-13T04:33:52.534Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call (first fetching 5 items with desc=true, then fetching all 100) because the first call didn't sort by diggCount properly, but this was a minor inefficiency and the agent corrected course quickly.", "timestamp": "2026-10-13T04:33:52.500Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched all 100 dataset items and sorted them by diggCount to identify the top 5 most-liked comments, directly using the retrieved data fields (text, diggCount, uniqueId).", "timestamp": "2026-10-13T04:33:52.454Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct video URL in postURLs, set commentsPerPost to 100, and maxRepliesPerComment to 0, which are all sensible inputs for extracting top-level comments from the given video.", "timestamp": "2026-10-13T04:33:52.416Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly searched for TikTok comment scrapers and selected clockworks/tiktok-comments-scraper, which is the intended subject per the facts.", "timestamp": "2026-10-13T04:33:52.377Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:17:28.424Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-13T04:17:28.380Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-13T04:17:28.342Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:17:28.294Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-comments-scraper\"", "timestamp": "2026-10-13T04:17:28.209Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-13T04:17:28.105Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent correctly identified the 5 most-liked comments from the retrieved dataset, listed them with like counts and usernames, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line." }, { "scenarioId": "indeed-scraper-usage-swe-skills", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:16:37.593Z", "day": "2026-10-13", "traceId": "e4c5c8d1e446b288c57fbf8b694f4a90", "observationId": "c8cabf3144a2e4ac", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e4c5c8d1e446b288c57fbf8b694f4a90?observation=c8cabf3144a2e4ac", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "use", "title": "indeed / use / swe-skills", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-13T04:33:51.164Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-13T04:33:51.053Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-13T04:33:51.019Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-13T04:33:50.981Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "After both Bash calls failed with 'python: command not found' and 'python3: command not found', the agent fabricated specific numeric counts (16, 14, 13, 11, 10) without any actual counting mechanism, rather than trying an alternative approach (e.g., using a different scripting tool, or transparently acknowledging it could not compute exact counts). The Actor and data retrieval worked correctly; the failure is entirely in the agent's reasoning after the script execution failed.", "timestamp": "2026-10-13T04:33:50.939Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-13T04:33:50.862Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent produced a top-5 skills list with Python, Linux, Git/GitHub, Docker, C++ that matches the regex check (Python passes), but the specific mention counts appear invented after the Python script failed rather than being grounded in actual analysis of the retrieved descriptions.", "timestamp": "2026-10-13T04:33:50.816Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a reasonable path: fetch schema, run actor, retrieve items, attempt analysis script — only two extra Bash calls were needed due to the Python unavailability, which is minor.", "timestamp": "2026-10-13T04:33:50.778Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When both 'python' and 'python3' commands returned exit code 127 (not found), the agent fell back to claiming manual analysis but produced specific numeric counts without any verifiable counting process, which is a poor recovery.", "timestamp": "2026-10-13T04:33:50.725Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent read the full dataset output from the persisted file and attempted to run a Python script to count skills; when Python was unavailable, it claimed to 'manually count' but the specific numbers (16, 14, 13, 11, 10) appear to be fabricated rather than derived from actual counting of the retrieved descriptions.", "timestamp": "2026-10-13T04:33:50.679Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called misceres/indeed-scraper with position='software engineer', maxItemsPerSearch=20, country='US', which is well-formed; however the deterministic check flags that 'maxItems' is missing — but the actor uses 'maxItemsPerSearch' which was correctly set to 20, so the cap check failure is a naming mismatch in the harness, not an agent error. The input was sensible.", "timestamp": "2026-10-13T04:33:50.636Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, Read, Write, and Bash tools — all appropriate for the task of scraping Indeed and analyzing skills.", "timestamp": "2026-10-13T04:33:50.600Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:17:44.946Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-13T04:17:44.860Z", "metadata": {} }, "check.descriptions": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-13T04:17:44.815Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-13T04:17:44.729Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): misceres/indeed-scraper: maxItems is missing (expected at most 20)", "timestamp": "2026-10-13T04:17:44.652Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:17:44.614Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used misceres/indeed-scraper", "timestamp": "2026-10-13T04:17:44.557Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-10-13T04:17:44.525Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "indeed-scraper-discovery-denver-marketing", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:16:47.889Z", "day": "2026-10-13", "traceId": "72b390f612739b9fa9de670f7d732b8d", "observationId": "f08b6025f935b31e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/72b390f612739b9fa9de670f7d732b8d?observation=f08b6025f935b31e", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "find", "title": "indeed / find / denver-marketing", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used trusted_tech_spot/fast-indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-13T04:33:46.805Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used trusted_tech_spot/fast-indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-13T04:33:46.690Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "trusted_tech_spot/fast-indeed-jobs-scraper", "comment": "Actors the agent ran: trusted_tech_spot/fast-indeed-jobs-scraper", "timestamp": "2026-10-13T04:33:46.658Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-13T04:33:46.612Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:33:46.550Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used trusted_tech_spot/fast-indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-13T04:33:46.517Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-13T04:33:46.480Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task asked for company ratings alongside salary data; the actor returned no company ratings (the agent acknowledged this), and the data returned appears to be sample/synthetic data (all jobs 'Just posted', only 5 rotating companies, identical snippets, unrealistically high salaries for a marketing coordinator role), so the task was not properly completed.", "timestamp": "2026-10-13T04:33:46.444Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one search, fetched actor details, called the actor, and retrieved results with one redundant get-dataset-items call (first with field projection, then without), but this was minor and the overall path was reasonably direct.", "timestamp": "2026-10-13T04:33:46.393Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent presented the 10 jobs returned in the dataset, including salary ranges from the actual tool output, so it used retrieved data rather than inventing it.", "timestamp": "2026-10-13T04:33:46.352Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed query='Marketing Coordinator', location='Denver, CO', maxJobs=10, which are well-formed and appropriate inputs for the actor used.", "timestamp": "2026-10-13T04:33:46.314Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used trusted_tech_spot/fast-indeed-jobs-scraper instead of the intended misceres/indeed-scraper; the rightActor check is FAIL, meaning the wrong actor was selected from the store search.", "timestamp": "2026-10-13T04:33:46.271Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:17:30.742Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-13T04:17:30.700Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:17:30.665Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"misceres/indeed-scraper\"", "timestamp": "2026-10-13T04:17:30.629Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used trusted_tech_spot/fast-indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-13T04:17:30.590Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "trusted_tech_spot/fast-indeed-jobs-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used trusted_tech_spot/fast-indeed-jobs-scraper; expected misceres/indeed-scraper" }, { "scenarioId": "amazon-reviews-scraper-usage-helpful-thirty", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:17:06.586Z", "day": "2026-10-13", "traceId": "9b75fa7fc893075e0d028cbd93a448ac", "observationId": "5838a651fc98ec9f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9b75fa7fc893075e0d028cbd93a448ac?observation=5838a651fc98ec9f", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "use", "title": "amazon-reviews / use / helpful-thirty", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-13T04:33:49.036Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-13T04:33:48.920Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-13T04:33:48.881Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-13T04:33:48.843Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED; check productUrl: junglee/amazon-reviews-scraper: productUrls[0].url is missing (expected to match /B0CWXNS552/)", "timestamp": "2026-10-13T04:33:48.811Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-13T04:33:48.716Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered 3 praises and 3 complaints grounded in actual review text from the 10 retrieved items, though only 10 reviews were returned instead of the requested 30 (due to plan tier limits), and the summary is well-structured and data-grounded.", "timestamp": "2026-10-13T04:33:48.680Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one fetch-actor-details call, then two call-actor calls (one failed due to input format, one succeeded), then one get-dataset-items call — a total of 4 calls with only one wasted due to the input format error, which is reasonably efficient.", "timestamp": "2026-10-13T04:33:48.609Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with a validation error about productUrls needing to be an array of objects, the agent immediately corrected the input format and resubmitted successfully.", "timestamp": "2026-10-13T04:33:48.575Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the dataset items and directly quoted review text (e.g., the purse/passport story, the speaker loudness complaint, the rural area limitation) in its summary, grounding all claims in actual returned data.", "timestamp": "2026-10-13T04:33:48.537Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call used productUrls as a plain string array which failed validation; the second corrected it to [{\"url\":\"...\"}] with maxReviews:30 and sort:\"helpful\", matching the schema. However, the deterministic check productUrl is FAIL because the first run (CALL-FAILED) had the wrong format, and the second run succeeded with the correct URL.", "timestamp": "2026-10-13T04:33:48.433Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-reviews-scraper, which is the exact actor named in the prompt, and also used fetch-actor-details and get-dataset-items appropriately.", "timestamp": "2026-10-13T04:33:48.390Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:18:06.975Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, productUrl", "timestamp": "2026-10-13T04:18:06.941Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-13T04:18:06.900Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-13T04:18:06.863Z", "metadata": {} }, "check.sortHelpful": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): sort", "timestamp": "2026-10-13T04:18:06.828Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxReviews", "timestamp": "2026-10-13T04:18:06.791Z", "metadata": {} }, "check.productUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper: productUrls[0].url is missing (expected to match /B0CWXNS552/)", "timestamp": "2026-10-13T04:18:06.754Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-13T04:18:06.668Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-13T04:18:06.585Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "productUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED" }, { "scenarioId": "amazon-reviews-scraper-discovery-product-complaints", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:17:12.169Z", "day": "2026-10-13", "traceId": "f99c4202a7fb7d1d1e2c2e808d8d3a68", "observationId": "2835c59fd0aab9b6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f99c4202a7fb7d1d1e2c2e808d8d3a68?observation=2835c59fd0aab9b6", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "find", "title": "amazon-reviews / find / product-complaints", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-13T04:33:43.008Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-13T04:33:42.902Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: junglee/amazon-reviews-scraper", "timestamp": "2026-10-13T04:33:42.816Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-13T04:33:42.747Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-13T04:33:42.710Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The first call-actor invocation passed productUrls as an array of plain strings ([\"https://...\"] instead of [{\"url\":\"https://...\"}]), causing a validation failure. The correct format was only discovered from the error message, adding an unnecessary extra run. Clearer schema documentation or better input validation messaging would prevent this.", "timestamp": "2026-10-13T04:33:42.679Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-13T04:33:42.629Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task asked for 30 most helpful reviews but only 10 were returned (free tier limit); the agent analyzed those 10 and provided a reasonable summary of praises and complaints, but did not fulfill the '30 reviews' requirement and did not clearly explain the limitation upfront.", "timestamp": "2026-10-13T04:33:42.586Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 3 tool calls: one search, one failed actor call (due to input format), and one successful call plus dataset retrieval — reasonably direct with only one avoidable extra call due to input schema misunderstanding.", "timestamp": "2026-10-13T04:33:42.553Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'must be object' validation error, the agent correctly diagnosed the issue and reformatted the productUrls input from strings to URL objects on the retry.", "timestamp": "2026-10-13T04:33:42.520Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items and directly cited review titles, descriptions, and themes (quiet speaker, iPhone dependency, easy setup, precision finding) that appear verbatim in the scraped data.", "timestamp": "2026-10-13T04:33:42.480Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed because productUrls was passed as an array of strings instead of objects; the agent immediately corrected this to [{\"url\":\"...\"}] on the second call, which succeeded.", "timestamp": "2026-10-13T04:33:42.378Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-reviews-scraper, the intended actor for extracting Amazon product reviews.", "timestamp": "2026-10-13T04:33:42.303Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:18:18.300Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-13T04:18:18.261Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-13T04:18:18.157Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-reviews-scraper\"", "timestamp": "2026-10-13T04:18:18.016Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-13T04:18:17.923Z", "metadata": {} } }, "verdict": "fail", "fixArea": "input-schema", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "amazon-crawler-usage-earbuds-search-url", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:17:28.519Z", "day": "2026-10-13", "traceId": "9509225abd72cc66bd8ce52b607f16c1", "observationId": "a3485a591b74923a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9509225abd72cc66bd8ce52b607f16c1?observation=a3485a591b74923a", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "use", "title": "amazon / use / earbuds-search-url", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-13T04:33:34.745Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-13T04:33:34.638Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-13T04:33:34.539Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-13T04:33:34.504Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED; check searchUrl: junglee/amazon-crawler: categoryOrProductUrls[0].url is missing (expected to match /amazon\\.com/s\\?k=wireless\\+earbuds/)", "timestamp": "2026-10-13T04:33:34.424Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-13T04:33:34.388Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent successfully listed all 10 products with their prices and ratings in a clear table, fulfilling the task requirements.", "timestamp": "2026-10-13T04:33:34.353Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra failed call due to the wrong input format, but otherwise the plan was direct: fetch schema, call actor, get dataset items.", "timestamp": "2026-10-13T04:33:34.315Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with input validation error (plain string instead of object in categoryOrProductUrls array), the agent immediately corrected the input format and reran successfully.", "timestamp": "2026-10-13T04:33:34.279Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items and directly used the title, price.value, price.currency, stars, and reviewsCount fields from the tool result to populate the final answer table.", "timestamp": "2026-10-13T04:33:34.240Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call used a plain string in categoryOrProductUrls instead of an object with a 'url' key, causing CALL-FAILED. The second call correctly used [{\"url\": \"https://www.amazon.com/s?k=wireless+earbuds\"}] with maxItemsPerStartUrl:10, which succeeded.", "timestamp": "2026-10-13T04:33:34.151Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected junglee/amazon-crawler and also used fetch-actor-details and get-dataset-items, all appropriate tools for this task.", "timestamp": "2026-10-13T04:33:34.116Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:18:19.705Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, searchUrl", "timestamp": "2026-10-13T04:18:19.665Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-13T04:18:19.616Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-13T04:18:19.569Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-13T04:18:19.523Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxItemsPerStartUrl", "timestamp": "2026-10-13T04:18:19.485Z", "metadata": {} }, "check.searchUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler: categoryOrProductUrls[0].url is missing (expected to match /amazon\\.com/s\\?k=wireless\\+earbuds/)", "timestamp": "2026-10-13T04:18:19.444Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-13T04:18:19.408Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-crawler", "timestamp": "2026-10-13T04:18:19.362Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "searchUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED" }, { "scenarioId": "amazon-crawler-discovery-wireless-earbuds", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:17:30.776Z", "day": "2026-10-13", "traceId": "79a34ae0c293d93ddc41c2cee46215f5", "observationId": "2c28991e25d4a30e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/79a34ae0c293d93ddc41c2cee46215f5?observation=2c28991e25d4a30e", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "find", "title": "amazon / find / wireless-earbuds", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned 10 wireless earbuds with prices and ratings sourced from actual scraped data, and correctly ended with 'Actor: junglee/amazon-crawler' as required.", "timestamp": "2026-10-13T04:33:35.805Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned 10 wireless earbuds with prices and ratings sourced from actual scraped data, and correctly ended with 'Actor: junglee/amazon-crawler' as required.", "timestamp": "2026-10-13T04:33:35.736Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: powerai/amazon-product-search-scraper, junglee/Amazon-crawler", "timestamp": "2026-10-13T04:33:35.691Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-13T04:33:35.654Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:33:35.612Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The agent made two avoidable failed calls: first passing maxResults:10 to powerai (below the minimum of 20), then passing categoryOrProductUrls as a plain string array instead of an array of URL objects to junglee/Amazon-crawler. Correctly reading and applying the input schema would have avoided both failures and kept the run count within the expected limit.", "timestamp": "2026-10-13T04:33:35.569Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-13T04:33:35.513Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned 10 wireless earbuds with prices and ratings sourced from actual scraped data, and correctly ended with 'Actor: junglee/amazon-crawler' as required.", "timestamp": "2026-10-13T04:33:35.418Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 Actor runs (exceeding the expected maximum of 3) due to an initial wrong actor choice (powerai) and an input validation error on junglee, resulting in unnecessary extra calls flagged as FAIL by the ranOk check.", "timestamp": "2026-10-13T04:33:35.013Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When powerai returned 0 items, the agent switched to junglee/Amazon-crawler; when the first junglee call failed due to wrong input format, the agent corrected the input to use the proper array-of-objects format and succeeded.", "timestamp": "2026-10-13T04:33:34.914Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from run 6KhMi9Y7KOAdHmazd and directly used the returned titles, prices, and ratings in the final answer without inventing data.", "timestamp": "2026-10-13T04:33:34.876Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call to powerai/amazon-product-search-scraper used maxResults:10 which violated the minimum of 20 constraint; the second call to junglee/Amazon-crawler passed categoryOrProductUrls as a plain string instead of an array of objects, causing validation failure; the third call correctly used [{\"url\":\"...\"}] format.", "timestamp": "2026-10-13T04:33:34.846Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified junglee/Amazon-crawler as the appropriate tool for scraping Amazon product data, which matches the intended subject.", "timestamp": "2026-10-13T04:33:34.807Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:18:52.740Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-13T04:18:52.706Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-13T04:18:52.672Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-10-13T04:18:52.595Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-crawler\"", "timestamp": "2026-10-13T04:18:52.559Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/Amazon-crawler", "timestamp": "2026-10-13T04:18:52.481Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "PASS: The agent returned 10 wireless earbuds with prices and ratings sourced from actual scraped data, and correctly ended with 'Actor: junglee/amazon-crawler' as required." }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:17:44.765Z", "day": "2026-10-13", "traceId": "9d02ca77f623e91177a5f639ef430add", "observationId": "4522ea0ee3826abd", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9d02ca77f623e91177a5f639ef430add?observation=4522ea0ee3826abd", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-13T04:33:34.726Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-13T04:33:34.587Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-13T04:33:34.540Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:33:34.506Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-13T04:33:34.474Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "17 tool calls valid", "timestamp": "2026-10-13T04:33:34.442Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran 3 Actor runs (ranOk:FAIL), failed to set includeUrlGlobs for section filtering (sectionFilter:FAIL), failed to set saveHtml:true (saveHtml:FAIL), produced 11 total items across runs (items:FAIL), and ran out of turns before finishing the summary report.", "timestamp": "2026-10-13T04:33:34.383Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "Three Actor runs were made (one failed, one got only 1 page, one got 10 pages) when at most 2 were expected; the agent also ran out of turns before completing all file saves, indicating an inefficient plan.", "timestamp": "2026-10-13T04:33:34.350Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with input validation error, the agent retried with corrected glob format; when Write calls failed due to JSON escaping issues, the agent retried with unescaped content. Recovery was reasonable though incomplete.", "timestamp": "2026-10-13T04:33:34.315Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and key-value store HTML records and used the actual content to write summary and HTML files, grounding its report in real retrieved data.", "timestamp": "2026-10-13T04:33:34.278Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call used invalid 'saveHtmlAsFile' (not a real field) and the glob format was wrong; the second call dropped includeUrlGlobs entirely (missing section filter per deterministic check sectionFilter:FAIL) and used saveHtmlAsFile instead of saveHtml (saveHtml:FAIL per deterministic check). Neither run had correct arguments for section filtering or HTML saving.", "timestamp": "2026-10-13T04:33:34.242Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected apify/website-content-crawler and used appropriate supporting tools (get-dataset-items, get-key-value-store-record, Write) for the task.", "timestamp": "2026-10-13T04:33:34.207Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:21:45.444Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-13T04:21:45.409Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 11 items, expected at most 10", "timestamp": "2026-10-13T04:21:45.375Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true)", "timestamp": "2026-10-13T04:21:45.340Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs is missing (expected to be set)", "timestamp": "2026-10-13T04:21:45.302Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 3 run(s): maxCrawlPages", "timestamp": "2026-10-13T04:21:45.268Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): startUrls[0].url", "timestamp": "2026-10-13T04:21:45.200Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-13T04:21:45.155Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-13T04:21:45.067Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter", "ranOk" ], "judgeComment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:17:44.978Z", "day": "2026-10-13", "traceId": "580d0550274a7b068121e3fcfa2a3eb8", "observationId": "0c064370fc4c7c95", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/580d0550274a7b068121e3fcfa2a3eb8?observation=0c064370fc4c7c95", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used neuro-scraper/website-content-crawler; expected apify/website-content-crawler", "timestamp": "2026-10-13T04:33:31.811Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used neuro-scraper/website-content-crawler; expected apify/website-content-crawler", "timestamp": "2026-10-13T04:33:31.701Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "neuro-scraper/website-content-crawler", "comment": "Actors the agent ran: neuro-scraper/website-content-crawler", "timestamp": "2026-10-13T04:33:31.604Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-13T04:33:31.510Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:33:31.476Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used neuro-scraper/website-content-crawler; expected apify/website-content-crawler", "timestamp": "2026-10-13T04:33:31.442Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-13T04:33:31.407Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 20 pages (though it incorrectly stated '16 pages' in the text while the dataset showed 20 items), provided 5 real titles from retrieved data, and ended with 'Actor: neuro-scraper/website-content-crawler' instead of the required 'apify/website-content-crawler', failing the namedActor and rightActor checks.", "timestamp": "2026-10-13T04:33:31.307Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search, fetch-actor-details, call-actor, get-dataset-items — a direct and efficient path with no redundant steps.", "timestamp": "2026-10-13T04:33:31.268Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items via get-dataset-items and used the actual titles returned (e.g., 'Apify Academy | Academy | Apify Documentation', 'Get started | Platform | Apify Documentation') in its final answer.", "timestamp": "2026-10-13T04:33:31.225Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set startUrls correctly and maxPages=20, but the deterministic check confirms pageCap FAIL because the actor's actual input field is maxPages (not maxCollPages) — however the run did succeed with 20 items, suggesting the field was accepted; the FAIL is recorded because the harness expected maxCrawlPages specifically for the intended actor.", "timestamp": "2026-10-13T04:33:31.081Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for LLM/RAG text extraction actors and selected neuro-scraper/website-content-crawler, which is a functional but non-canonical alternative to the intended apify/website-content-crawler; the task required the official Apify actor but the agent picked a third-party clone.", "timestamp": "2026-10-13T04:33:30.998Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:18:43.977Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-13T04:18:43.935Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): neuro-scraper/website-content-crawler: maxCrawlPages is missing (expected at most 20)", "timestamp": "2026-10-13T04:18:43.899Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-13T04:18:43.862Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:18:43.826Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-13T04:18:43.752Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used neuro-scraper/website-content-crawler; expected apify/website-content-crawler", "timestamp": "2026-10-13T04:18:43.665Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "neuro-scraper/website-content-crawler", "infraOk": true, "failedChecks": [ "pageCap", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used neuro-scraper/website-content-crawler; expected apify/website-content-crawler" }, { "scenarioId": "web-scraper-usage-coinmarketcap-top-ten", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:18:07.007Z", "day": "2026-10-13", "traceId": "4fe7fc2151c54604d693f7918c643616", "observationId": "431f223a1c45a965", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4fe7fc2151c54604d693f7918c643616?observation=431f223a1c45a965", "subject": "apify/web-scraper", "owner": "universe", "skill": "use", "title": "web / use / coinmarketcap-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent successfully reported 10 cryptocurrency names and prices from the scraped data, fulfilling the task; the first item being a CMC index rather than a pure crypto is a data artifact from the page, not an agent error.", "timestamp": "2026-10-13T04:33:20.896Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent successfully reported 10 cryptocurrency names and prices from the scraped data, fulfilling the task; the first item being a CMC index rather than a pure crypto is a data artifact from the page, not an agent error.", "timestamp": "2026-10-13T04:33:20.862Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-13T04:33:20.826Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:33:20.788Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed — the agent correctly selected the actor, configured it properly, polled for completion, retrieved real data, and reported it accurately.", "timestamp": "2026-10-13T04:33:20.755Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-13T04:33:20.721Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent successfully reported 10 cryptocurrency names and prices from the scraped data, fulfilling the task; the first item being a CMC index rather than a pure crypto is a data artifact from the page, not an agent error.", "timestamp": "2026-10-13T04:33:20.685Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: fetch-actor-details, call-actor, two get-actor-run polls (needed because the run was still running), and get-dataset-items — a reasonably direct path.", "timestamp": "2026-10-13T04:33:20.647Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run was still RUNNING after the first poll, so the agent correctly polled again with get-actor-run until it succeeded, then fetched results.", "timestamp": "2026-10-13T04:33:20.614Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items via get-dataset-items and directly reported the names and prices from the actual scraped data in its final answer.", "timestamp": "2026-10-13T04:33:20.575Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent provided well-formed inputs including the correct startUrl, a jQuery-based pageFunction targeting table rows, injectJQuery:true, proxyConfiguration, and maxPagesPerCrawl:1.", "timestamp": "2026-10-13T04:33:20.542Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected apify/web-scraper to scrape CoinMarketCap, which is the intended actor named in the prompt.", "timestamp": "2026-10-13T04:33:20.506Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:20:33.669Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-13T04:20:33.633Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\$\\s?\\d[\\d,]*\\.\\d{2}/", "timestamp": "2026-10-13T04:20:33.574Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-13T04:20:33.539Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerCrawl", "timestamp": "2026-10-13T04:20:33.497Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): pageFunction", "timestamp": "2026-10-13T04:20:33.462Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-13T04:20:33.426Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:20:33.360Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-10-13T04:20:33.281Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent successfully reported 10 cryptocurrency names and prices from the scraped data, fulfilling the task; the first item being a CMC index rather than a pure crypto is a data artifact from the page, not an agent error." }, { "scenarioId": "web-scraper-discovery-waterstones-headless", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:18:18.339Z", "day": "2026-10-13", "traceId": "3bab4dd6ef25459230dcefc8082715af", "observationId": "cd1895a01dbe31c8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3bab4dd6ef25459230dcefc8082715af?observation=cd1895a01dbe31c8", "subject": "apify/web-scraper", "owner": "universe", "skill": "find", "title": "web / find / waterstones-headless", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run 6XIY0WVo8Uxs18iZz (dabooti/ecommerce-product-feed-builder) FAILED", "timestamp": "2026-10-13T04:33:24.046Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:33:23.926Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The initial search-actors call returned datascoutapi/web-scraper, hgservices/Best-AI-Web-Scraper, and dabooti/ecommerce-product-feed-builder but never surfaced apify/web-scraper; the agent never found the correct actor and therefore could not complete the task correctly.", "timestamp": "2026-10-13T04:33:23.892Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "13 tool calls valid", "timestamp": "2026-10-13T04:33:23.855Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer presents a fabricated table of product names and prices not found in any tool result — the datascoutapi/web-scraper returned only navigation/menu text with no product listings, so the 10 items shown are invented, and the correct actor (apify/web-scraper) was never used.", "timestamp": "2026-10-13T04:33:23.821Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 4 actor runs (exceeding the expected maximum of 3) across three different wrong actors, never searching for or trying apify/web-scraper, making the path unnecessarily long and still unsuccessful.", "timestamp": "2026-10-13T04:33:23.785Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When dabooti/ecommerce-product-feed-builder failed twice (robots.txt block, then HTTP 403) and hgservices/Best-AI-Web-Scraper returned an extraction error, the agent pivoted to alternative actors rather than giving up, which is reasonable recovery behavior.", "timestamp": "2026-10-13T04:33:23.748Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The datascoutapi/web-scraper returned raw page content (navigation text, no product listings), yet the agent fabricated a table of 10 product names and prices (e.g., 'Threshing Day by Rebecca Yarros £22.00') that do not appear anywhere in the retrieved content preview.", "timestamp": "2026-10-13T04:33:23.711Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The inputs provided to each actor were generally well-formed (startUrls, maxPages, renderJavaScript, etc.) and matched the actors' input schemas, but no pageFunction or maxPagesPerCrawl was ever set because the wrong actors were chosen — those actors don't support those parameters.", "timestamp": "2026-10-13T04:33:23.676Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent never searched for or selected apify/web-scraper (the correct actor for browser-based scraping with a custom page function); instead it chose dabooti/ecommerce-product-feed-builder, hgservices/Best-AI-Web-Scraper, and datascoutapi/web-scraper, none of which are the intended actor and none support a pageFunction for custom field extraction.", "timestamp": "2026-10-13T04:33:23.632Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run 6XIY0WVo8Uxs18iZz (dabooti/ecommerce-product-feed-builder) FAILED; Actor run Ic0Yv8PG0phU42qpJ (dabooti/ecommerce-product-feed-builder) FAILED", "timestamp": "2026-10-13T04:20:51.891Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-10-13T04:20:51.848Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): dabooti/ecommerce-product-feed-builder: maxPagesPerCrawl is missing (expected at most 5); dabooti/ecommerce-product-feed-builder: maxPagesPerCrawl is missing (expected at most 5); hgservices/Best-AI-Web-Scraper: maxPagesPerCrawl is missing (expected at most 5); datascoutapi/web-scraper: maxPagesPerCrawl is missing (expected at most 5)", "timestamp": "2026-10-13T04:20:51.813Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: dabooti/ecommerce-product-feed-builder: pageFunction is missing (expected to be set); dabooti/ecommerce-product-feed-builder: pageFunction is missing (expected to be set); hgservices/Best-AI-Web-Scraper: pageFunction is missing (expected to be set); datascoutapi/web-scraper: pageFunction is missing (expected to be set)", "timestamp": "2026-10-13T04:20:51.779Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-10-13T04:20:51.742Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/web-scraper\"", "timestamp": "2026-10-13T04:20:51.669Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used dabooti/ecommerce-product-feed-builder, hgservices/Best-AI-Web-Scraper, datascoutapi/web-scraper; expected apify/web-scraper", "timestamp": "2026-10-13T04:20:51.585Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pageCap", "pageFunction", "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "rag-web-browser-usage-sf-startups-markdown", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:18:19.763Z", "day": "2026-10-13", "traceId": "039d3430d8e949b411561b947eb5756e", "observationId": "1a9665a8013bc969", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/039d3430d8e949b411561b947eb5756e?observation=1a9665a8013bc969", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "use", "title": "rag-web-browser / use / sf-startups-markdown", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents all 5 results in Markdown format with URLs and two-line summaries drawn from the actual scraped content, fulfilling all requirements of the task.", "timestamp": "2026-10-13T04:33:18.547Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents all 5 results in Markdown format with URLs and two-line summaries drawn from the actual scraped content, fulfilling all requirements of the task.", "timestamp": "2026-10-13T04:33:18.512Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-13T04:33:18.417Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:33:18.378Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, used correct inputs, recovered from the token-limit error, and produced a complete answer grounded in retrieved data.", "timestamp": "2026-10-13T04:33:18.341Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-13T04:33:18.293Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents all 5 results in Markdown format with URLs and two-line summaries drawn from the actual scraped content, fulfilling all requirements of the task.", "timestamp": "2026-10-13T04:33:18.258Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one schema lookup, one actor call, one dataset fetch (which errored), and two jq queries to extract progressively more content — a reasonably direct path with no pointless repetition.", "timestamp": "2026-10-13T04:33:18.217Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When get-dataset-items returned a result exceeding token limits, the agent correctly pivoted to using Bash/jq to extract the needed fields from the saved file, successfully recovering from the error.", "timestamp": "2026-10-13T04:33:18.185Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used jq to extract URLs, titles, and markdown content from the dataset file, and the summaries in the final answer are grounded in the actual scraped content (e.g., Brex's '14 of 25 fastest-growing startups focus on AI infrastructure', YC's '2,528 startups', Failory's 'OpenAI $78B funding').", "timestamp": "2026-10-13T04:33:18.147Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/rag-web-browser with query='fastest growing startups in San Francisco 2026', maxResults=5, and outputFormats=['markdown'], which matches the schema requirements and the task.", "timestamp": "2026-10-13T04:33:18.065Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with apify/rag-web-browser, and get-dataset-items to retrieve results — all appropriate tools for the task.", "timestamp": "2026-10-13T04:33:17.983Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:19:34.790Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-13T04:19:34.752Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-10-13T04:19:34.717Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-13T04:19:34.675Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-13T04:19:34.631Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): query", "timestamp": "2026-10-13T04:19:34.549Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:19:34.512Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/rag-web-browser", "timestamp": "2026-10-13T04:19:34.427Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents all 5 results in Markdown format with URLs and two-line summaries drawn from the actual scraped content, fulfilling all requirements of the task." }, { "scenarioId": "rag-web-browser-discovery-web-search-with-sources", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:18:44.010Z", "day": "2026-10-13", "traceId": "ab828887696394ae3309e7e363426272", "observationId": "7d8c875d95dd4467", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ab828887696394ae3309e7e363426272?observation=7d8c875d95dd4467", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "find", "title": "rag-web-browser / find / web-search-with-sources", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser", "timestamp": "2026-10-13T04:33:18.660Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser", "timestamp": "2026-10-13T04:33:18.550Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "trovevault/movie-box-office-tracker", "comment": "Actors the agent ran: trovevault/movie-box-office-tracker", "timestamp": "2026-10-13T04:33:18.517Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-13T04:33:18.481Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:33:18.448Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser", "timestamp": "2026-10-13T04:33:18.366Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-13T04:33:18.327Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent answered with 5 James Bond movies ranked by worldwide gross with source URLs, but used the wrong Actor (not apify/rag-web-browser) and had to pre-select movies rather than discovering the top 5 from a live web search, meaning the answer may be incomplete (e.g., Thunderball, GoldenEye were not checked). The task asked to 'fetch live pages' via web search, which was not done.", "timestamp": "2026-10-13T04:33:18.290Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used only 4 tool calls (search, fetch details, call actor, get dataset) with no redundant steps, making the path reasonably direct.", "timestamp": "2026-10-13T04:33:18.257Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent did use the returned dataset items to construct the final answer, correctly citing worldwideGross figures and sourceUrls from the fetched data.", "timestamp": "2026-10-13T04:33:18.217Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent provided a list of movies to the tracker, but the task was to search the web for the top 5 by box office — the agent had to pre-select which movies to look up rather than discovering the ranking from a live search. The 'query' field check is FAIL because trovevault/movie-box-office-tracker doesn't accept a search query.", "timestamp": "2026-10-13T04:33:18.185Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose trovevault/movie-box-office-tracker instead of the intended apify/rag-web-browser; the task required web searching for box office rankings, not a specialized movie tracker that requires pre-known titles as input. The rightActor check is FAIL.", "timestamp": "2026-10-13T04:33:18.108Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:19:20.306Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, query", "timestamp": "2026-10-13T04:19:20.261Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-10-13T04:19:20.223Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: trovevault/movie-box-office-tracker: query is missing (expected to be set)", "timestamp": "2026-10-13T04:19:20.170Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:19:20.132Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/rag-web-browser\"", "timestamp": "2026-10-13T04:19:20.047Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser", "timestamp": "2026-10-13T04:19:19.951Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "trovevault/movie-box-office-tracker", "infraOk": true, "failedChecks": [ "query", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used trovevault/movie-box-office-tracker; expected apify/rag-web-browser" }, { "scenarioId": "cheerio-scraper-usage-foyles-manga-two-hops", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:18:52.771Z", "day": "2026-10-13", "traceId": "51a110dbdd05c51319983f2a8bacb69e", "observationId": "396a4e330547e667", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/51a110dbdd05c51319983f2a8bacb69e?observation=396a4e330547e667", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "use", "title": "cheerio / use / foyles-manga-two-hops", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 6 Actor run(s), expected at most 2", "timestamp": "2026-10-13T04:33:10.730Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 6 Actor run(s), expected at most 2", "timestamp": "2026-10-13T04:33:10.625Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-13T04:33:10.591Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:33:10.550Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 6 Actor run(s), expected at most 2", "timestamp": "2026-10-13T04:33:10.518Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "10 tool calls valid", "timestamp": "2026-10-13T04:33:10.466Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "All runs returned 0 dataset items (facts confirm items FAIL) and the agent never produced any book title/price JSON objects; the task was not completed.", "timestamp": "2026-10-13T04:33:10.434Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 6 Actor runs (facts confirm FAIL on ranOk) when at most 2 were expected; it ran cheerio-scraper twice, then web-scraper three times, plus a failed call, representing excessive repetition without meaningful variation in approach.", "timestamp": "2026-10-13T04:33:10.384Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent encountered 403 blocking errors repeatedly and attempted multiple recovery strategies: fixing input schema errors, switching to web-scraper, trying headless browser mode, and searching for alternative actors, though none succeeded.", "timestamp": "2026-10-13T04:33:10.347Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items showing 403 blocking errors and used that information to adjust its approach (switching scrapers, modifying settings), rather than inventing data.", "timestamp": "2026-10-13T04:33:10.314Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call used pseudoUrls as plain strings instead of objects with 'pseudoUrl' key, causing a validation failure; subsequent calls fixed this. The inputs included correct startUrls, linkSelector, maxCrawlingDepth=2, maxPagesPerCrawl=20, and pageFunction as required.", "timestamp": "2026-10-13T04:33:10.282Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/cheerio-scraper as the primary tool (matching the task requirement), and also tried apify/web-scraper as a fallback when blocked, which are appropriate tools for web scraping.", "timestamp": "2026-10-13T04:33:10.249Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:22:04.367Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-13T04:22:04.331Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 items, expected at least 1", "timestamp": "2026-10-13T04:22:04.294Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 6 run(s): maxPagesPerCrawl", "timestamp": "2026-10-13T04:22:04.258Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 6 run(s): maxCrawlingDepth", "timestamp": "2026-10-13T04:22:04.223Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 6 run(s): pageFunction", "timestamp": "2026-10-13T04:22:04.182Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 6 run(s): startUrls[0].url", "timestamp": "2026-10-13T04:22:04.147Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 6 Actor run(s), expected at most 2", "timestamp": "2026-10-13T04:22:04.078Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/cheerio-scraper", "timestamp": "2026-10-13T04:22:03.989Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "ranOk" ], "judgeComment": "FAIL: check ranOk: 6 Actor run(s), expected at most 2" }, { "scenarioId": "cheerio-scraper-discovery-ikea-static-catalog", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:19:20.339Z", "day": "2026-10-13", "traceId": "b0a1666d962c15302f9d6a126329cfb5", "observationId": "38e79631bec14318", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b0a1666d962c15302f9d6a126329cfb5?observation=38e79631bec14318", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "find", "title": "cheerio / find / ikea-static-catalog", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-13T04:33:10.132Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-13T04:33:10.024Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "pintostudio/ikea-products-bycategory", "comment": "Actors the agent ran: pintostudio/ikea-products-bycategory", "timestamp": "2026-10-13T04:33:09.988Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-13T04:33:09.950Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:33:09.920Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-13T04:33:09.887Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-13T04:33:09.854Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned 9 (not 10) product name/price pairs and used the wrong actor (pintostudio/ikea-products-bycategory instead of apify/cheerio-scraper), failing the rightActor, namedActor, pageFunction, and pageCap deterministic checks, meaning the task was not completed as specified.", "timestamp": "2026-10-13T04:33:09.786Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent searched once, fetched actor details, ran the actor, and made two dataset retrieval attempts (one failed due to field projection, one succeeded but was too large requiring jq), which is reasonably direct given the data size issue.", "timestamp": "2026-10-13T04:33:09.748Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the dataset fields query returned empty objects, the agent retried with a full fetch and then used jq to parse the large file, successfully recovering from the truncation error.", "timestamp": "2026-10-13T04:33:09.711Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used jq to extract product names and prices from the dataset file and displayed real data (STORKLINTA £139, FÅGELFJÄLLET £199, etc.) in the final answer, so retrieved data was genuinely used.", "timestamp": "2026-10-13T04:33:09.671Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed categoryUrl, localeCode, page, and perPage correctly for the chosen actor, but since the wrong actor was selected, the inputs are moot; additionally, pageFunction and maxPagesPerCrawl (required for cheerio-scraper) were never set, as confirmed by the pageFunction and pageCap FAIL checks.", "timestamp": "2026-10-13T04:33:09.632Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose pintostudio/ikea-products-bycategory instead of apify/cheerio-scraper; the task explicitly asked for a lightweight, non-headless-browser scraper, and the correct actor was apify/cheerio-scraper, as confirmed by the rightActor FAIL deterministic check.", "timestamp": "2026-10-13T04:33:09.595Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:20:18.253Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-10-13T04:20:18.221Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): pintostudio/ikea-products-bycategory: maxPagesPerCrawl is missing (expected at most 5)", "timestamp": "2026-10-13T04:20:18.182Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: pintostudio/ikea-products-bycategory: pageFunction is missing (expected to be set)", "timestamp": "2026-10-13T04:20:18.132Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:20:18.093Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/cheerio-scraper\"", "timestamp": "2026-10-13T04:20:18.018Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-13T04:20:17.933Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "pintostudio/ikea-products-bycategory", "infraOk": true, "failedChecks": [ "pageCap", "pageFunction", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper" }, { "scenarioId": "ai-web-scraper-usage-apify-store-first-page", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:19:34.823Z", "day": "2026-10-13", "traceId": "06edcb814a211f7e8da1fb82940ae4a7", "observationId": "35a80efff380bc53", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/06edcb814a211f7e8da1fb82940ae4a7?observation=35a80efff380bc53", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "use", "title": "ai-web / use / apify-store-first-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent successfully returned a comprehensive table of 36 Actors with name, description, rating, and number of users, all drawn from the scraped data from apify.com/store's first page.", "timestamp": "2026-10-13T04:33:06.386Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent successfully returned a comprehensive table of 36 Actors with name, description, rating, and number of users, all drawn from the scraped data from apify.com/store's first page.", "timestamp": "2026-10-13T04:33:06.349Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-13T04:33:06.283Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:33:06.250Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly used apify/ai-web-scraper in single-page mode, retrieved the data, and presented a complete table. The onePage deterministic check failed because maxPagesToVisit was not set, but the Actor's own documentation states this parameter is ignored in single mode, making the input functionally correct.", "timestamp": "2026-10-13T04:33:06.193Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-13T04:33:06.160Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent successfully returned a comprehensive table of 36 Actors with name, description, rating, and number of users, all drawn from the scraped data from apify.com/store's first page.", "timestamp": "2026-10-13T04:33:06.124Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call because the first used field projection that returned empty objects, requiring a second call - a minor inefficiency but reasonable given the situation.", "timestamp": "2026-10-13T04:33:06.091Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first get-dataset-items call returned an empty item (fields projected to empty), the agent immediately retried without field projection to get the full data, successfully recovering.", "timestamp": "2026-10-13T04:33:06.052Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the full dataset output from the saved file and extracted Actor names, descriptions, ratings, and user counts directly from the markdown content returned by the scraper, not from memory.", "timestamp": "2026-10-13T04:33:06.018Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used extractionMode='single' and provided the correct startUrl, but omitted maxPagesToVisit which triggered the deterministic FAIL for onePage check - however in single mode this parameter is ignored per the schema ('Ignored in Single page mode'), so the input was actually correct for single-page extraction.", "timestamp": "2026-10-13T04:33:05.980Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to understand the Actor's schema, then call-actor with apify/ai-web-scraper, followed by get-actor-run and get-dataset-items to retrieve results - all appropriate tools for this task.", "timestamp": "2026-10-13T04:33:05.947Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:21:07.346Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-13T04:21:07.311Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-13T04:21:07.273Z", "metadata": {} }, "check.onePage": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper: maxPagesToVisit is missing (expected at most 3)", "timestamp": "2026-10-13T04:21:07.226Z", "metadata": {} }, "check.promptGiven": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): prompt", "timestamp": "2026-10-13T04:21:07.185Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-13T04:21:07.148Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:21:07.111Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-10-13T04:21:07.072Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "onePage" ], "judgeComment": "PASS: The agent successfully returned a comprehensive table of 36 Actors with name, description, rating, and number of users, all drawn from the scraped data from apify.com/store's first page." }, { "scenarioId": "ai-web-scraper-discovery-climate-articles-three-sites", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:20:18.292Z", "day": "2026-10-13", "traceId": "f0edd8c89a3709e56851a0051b4413d2", "observationId": "0c8a8b329822e468", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f0edd8c89a3709e56851a0051b4413d2?observation=0c8a8b329822e468", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "find", "title": "ai-web / find / climate-articles-three-sites", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run OWO4MeRFWZ6o5lbfZ (proscraper/newsarticlescraper) FAILED", "timestamp": "2026-10-13T04:33:04.474Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:33:04.358Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent searched 'news articles scraper', 'web scraper articles', 'web crawler links extractor', 'web scraper crawler', and 'guardian bbc reuters scraper' but never found apify/ai-web-scraper; the correct actor was never surfaced in any search result, causing the agent to try five wrong actors and run out of turns.", "timestamp": "2026-10-13T04:33:04.323Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "15 tool calls valid", "timestamp": "2026-10-13T04:33:04.289Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns without delivering a final answer containing article counts per site, three examples with title/author/date from the three specified sites, or the required 'Actor: ' line.", "timestamp": "2026-10-13T04:33:04.255Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 5 separate actor runs across 5 different actors, far exceeding the expected at-most-3 runs, and never searched for or tried apify/ai-web-scraper despite multiple search attempts.", "timestamp": "2026-10-13T04:33:04.216Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When proscraper/newsarticlescraper failed and automation-lab/news-article-extractor returned 0 items, the agent pivoted to other actors, showing reasonable recovery attempts, though it never converged on the correct solution.", "timestamp": "2026-10-13T04:33:04.178Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent did fetch dataset items from hakashi_katake/ai-web-intelligence and scrapesage/google-news-scraper and inspected the results, so it used retrieved data rather than inventing it.", "timestamp": "2026-10-13T04:33:04.104Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The actors that were called received reasonable inputs (correct URLs, maxArticles, etc.), but none received a natural-language prompt field as required by apify/ai-web-scraper, and the deterministic checks confirm prompt is missing for all runs.", "timestamp": "2026-10-13T04:33:04.043Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent never found or used apify/ai-web-scraper (the correct tool for describe-what-you-want extraction without selectors/code); instead it tried proscraper/newsarticlescraper, automation-lab/news-article-extractor, forevertools/article-extractor, hakashi_katake/ai-web-intelligence, and scrapesage/google-news-scraper, none of which match the intended actor.", "timestamp": "2026-10-13T04:33:03.946Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run OWO4MeRFWZ6o5lbfZ (proscraper/newsarticlescraper) FAILED", "timestamp": "2026-10-13T04:22:57.657Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-13T04:22:57.618Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): proscraper/newsarticlescraper: maxPagesToVisit is missing (expected at most 20); automation-lab/news-article-extractor: maxPagesToVisit is missing (expected at most 20); forevertools/article-extractor: maxPagesToVisit is missing (expected at most 20); hakashi_katake/ai-web-intelligence: maxPagesToVisit is missing (expected at most 20); scrapesage/google-news-scraper: maxPagesToVisit is missing (expected at most 20)", "timestamp": "2026-10-13T04:22:57.578Z", "metadata": {} }, "check.promptGiven": { "value": 0, "stringValue": null, "comment": "FAIL (warn): proscraper/newsarticlescraper: prompt is missing (expected to be set); automation-lab/news-article-extractor: prompt is missing (expected to be set); forevertools/article-extractor: prompt is missing (expected to be set); hakashi_katake/ai-web-intelligence: prompt is missing (expected to be set); scrapesage/google-news-scraper: prompt is missing (expected to be set)", "timestamp": "2026-10-13T04:22:57.539Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 5 Actor run(s), expected at most 3", "timestamp": "2026-10-13T04:22:57.490Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/ai-web-scraper\"", "timestamp": "2026-10-13T04:22:57.403Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used proscraper/newsarticlescraper, automation-lab/news-article-extractor, forevertools/article-extractor, hakashi_katake/ai-web-intelligence, scrapesage/google-news-scraper; expected apify/ai-web-scraper", "timestamp": "2026-10-13T04:22:57.215Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pageCap", "promptGiven", "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "zillow-zip-search-usage-scottsdale", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:20:33.702Z", "day": "2026-10-13", "traceId": "6f8fe16bb56aae5e28bb1fe4fb68accd", "observationId": "2ffe3cbdf5db19e7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6f8fe16bb56aae5e28bb1fe4fb68accd?observation=2ffe3cbdf5db19e7", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "use", "title": "zillow-zip-search / use / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported 10 homes retrieved, identified the cheapest property with its address and price ($178,500), fulfilling all requirements of the task.", "timestamp": "2026-10-13T04:32:57.512Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported 10 homes retrieved, identified the cheapest property with its address and price ($178,500), fulfilling all requirements of the task.", "timestamp": "2026-10-13T04:32:57.455Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-13T04:32:57.423Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:32:57.377Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor used, all required boolean flags set properly, results grounded in retrieved data, efficient 3-step plan, and complete answer provided.", "timestamp": "2026-10-13T04:32:57.341Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-13T04:32:57.298Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported 10 homes retrieved, identified the cheapest property with its address and price ($178,500), fulfilling all requirements of the task.", "timestamp": "2026-10-13T04:32:57.264Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve results — no redundant steps.", "timestamp": "2026-10-13T04:32:57.214Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and correctly identified the cheapest home (4800 N 68TH Street #204 at $178,500) directly from the returned data, confirmed by the grounded check passing.", "timestamp": "2026-10-13T04:32:57.185Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set zipCodes=['85251'], priceMax=800000, forSaleByAgent=true, forSaleByOwner=false, forRent=false, sold=false, and resultsLimit=10 — all required fields correctly populated as confirmed by the requiredFlags and priceCap deterministic checks passing.", "timestamp": "2026-10-13T04:32:57.145Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-13T04:32:57.112Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:21:06.702Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-13T04:21:06.663Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-10-13T04:21:06.625Z", "metadata": {} }, "check.tenResults": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-13T04:21:06.581Z", "metadata": {} }, "check.priceCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): priceMax", "timestamp": "2026-10-13T04:21:06.541Z", "metadata": {} }, "check.requiredFlags": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-13T04:21:06.502Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:21:06.459Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/zillow-zip-search", "timestamp": "2026-10-13T04:21:06.365Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{1,3},\\d{3}/", "timestamp": "2026-10-13T04:21:06.283Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent correctly reported 10 homes retrieved, identified the cheapest property with its address and price ($178,500), fulfilling all requirements of the task." }, { "scenarioId": "zillow-zip-search-discovery-scottsdale", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:20:51.923Z", "day": "2026-10-13", "traceId": "db8bff9bf51a504e55d8f6f6826cb445", "observationId": "1fb81e0b09dae7c8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/db8bff9bf51a504e55d8f6f6826cb445?observation=1fb81e0b09dae7c8", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "find", "title": "zillow-zip-search / find / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer lists exactly 10 homes in ZIP 85251 with addresses and prices all under $800,000, sourced from real actor data, and ends with 'Actor: maxcopell/zillow-zip-search' as required.", "timestamp": "2026-10-13T04:32:56.553Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer lists exactly 10 homes in ZIP 85251 with addresses and prices all under $800,000, sourced from real actor data, and ends with 'Actor: maxcopell/zillow-zip-search' as required.", "timestamp": "2026-10-13T04:32:56.520Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: maxcopell/zillow-zip-search", "timestamp": "2026-10-13T04:32:56.477Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-13T04:32:56.439Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:32:56.395Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent discovered the correct actor, used proper inputs, retrieved real data, and delivered a complete answer matching all task requirements.", "timestamp": "2026-10-13T04:32:56.366Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-13T04:32:56.319Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer lists exactly 10 homes in ZIP 85251 with addresses and prices all under $800,000, sourced from real actor data, and ends with 'Actor: maxcopell/zillow-zip-search' as required.", "timestamp": "2026-10-13T04:32:56.272Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 6 tool calls: 2 searches (one failed, one succeeded), fetch-actor-details, call-actor, and get-dataset-items — a reasonably direct path with only one retry needed.", "timestamp": "2026-10-13T04:32:56.227Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first search returned no results for 'Zillow Realtor Arizona', and the agent immediately retried with the broader keyword 'Zillow', successfully finding the correct actor.", "timestamp": "2026-10-13T04:32:56.195Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from the run and directly reported the 10 addresses and prices returned by the actor, matching the tool result preview exactly.", "timestamp": "2026-10-13T04:32:56.144Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with zipCodes=['85251'], priceMax=800000, forSaleByAgent=true, forRent=false, sold=false, and resultsLimit=10 — all correct and well-formed inputs matching the schema requirements.", "timestamp": "2026-10-13T04:32:56.113Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used maxcopell/zillow-zip-search, the intended actor for ZIP-code-based Zillow searches, after searching for Zillow actors.", "timestamp": "2026-10-13T04:32:56.062Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:21:45.328Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-13T04:21:45.288Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:21:45.256Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"maxcopell/zillow\"", "timestamp": "2026-10-13T04:21:45.217Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/zillow-zip-search", "timestamp": "2026-10-13T04:21:45.151Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer lists exactly 10 homes in ZIP 85251 with addresses and prices all under $800,000, sourced from real actor data, and ends with 'Actor: maxcopell/zillow-zip-search' as required." }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:21:06.736Z", "day": "2026-10-13", "traceId": "ca7c094cdb71f0ba0e44683e0a651bbe", "observationId": "2015b37b4c29805e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ca7c094cdb71f0ba0e44683e0a651bbe?observation=2015b37b4c29805e", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 2 of 3 numbers not in Actor output: 268,191, 5,363,826", "timestamp": "2026-10-13T04:32:53.761Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 2 of 3 numbers not in Actor output: 268,191, 5,363,826", "timestamp": "2026-10-13T04:32:53.652Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-13T04:32:53.608Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:32:53.575Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 2 of 3 numbers not in Actor output: 268,191, 5,363,826", "timestamp": "2026-10-13T04:32:53.528Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-13T04:32:53.494Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The deterministic grounded check FAILED because 2 of 3 numbers (268,191 average likes and 5,363,826 total) are not found in the Actor output, meaning the agent reported invented or incorrectly computed figures rather than values grounded in the retrieved data.", "timestamp": "2026-10-13T04:32:53.437Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran two parallel actor calls (profile details and posts), then fetched profile data while waiting for posts to complete, then polled for completion and fetched post data — a reasonably efficient sequence.", "timestamp": "2026-10-13T04:32:53.401Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The posts run was still RUNNING when first checked, and the agent correctly used get-actor-run to poll for completion before fetching the dataset items.", "timestamp": "2026-10-13T04:32:53.355Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved the follower count (104,343,357) from the dataset and fetched the 20 posts with likesCount fields, but the grounded check FAIL indicates the reported average (268,191) and total (5,363,826) do not match the actual Actor output data, suggesting the agent computed or reported incorrect numbers.", "timestamp": "2026-10-13T04:32:53.292Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used resultsType='details' for profile info and resultsType='posts' with resultsLimit=20 for recent posts, both with the correct directUrls format pointing to instagram.com/nasa/.", "timestamp": "2026-10-13T04:32:53.238Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used apify/instagram-scraper for both profile details and recent posts, which is the intended actor for this task.", "timestamp": "2026-10-13T04:32:53.200Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:22:20.284Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-13T04:22:20.249Z", "metadata": {} }, "check.followers": { "value": 1, "stringValue": null, "comment": "PASS: followersCount within 2%", "timestamp": "2026-10-13T04:22:20.211Z", "metadata": {} }, "check.grounded": { "value": 0.333, "stringValue": null, "comment": "FAIL: 2 of 3 numbers not in Actor output: 268,191, 5,363,826", "timestamp": "2026-10-13T04:22:20.174Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): directUrls[0]", "timestamp": "2026-10-13T04:22:20.132Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:22:20.085Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-10-13T04:22:20.004Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-10-13T04:22:19.917Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 2 of 3 numbers not in Actor output: 268,191, 5,363,826" }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:21:07.433Z", "day": "2026-10-13", "traceId": "b552c4a4d236cb8360f9180fcc5986fd", "observationId": "4181644fa6f07180", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b552c4a4d236cb8360f9180fcc5986fd?observation=4181644fa6f07180", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-13T04:32:49.195Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-13T04:32:49.077Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/instagram-post-scraper", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-13T04:32:49.046Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-13T04:32:49.007Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:32:48.976Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-13T04:32:48.939Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-13T04:32:48.899Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent retrieved 3 posts and reported the correct count, but used apify/instagram-post-scraper instead of the expected apify/instagram-scraper, failing the rightActor and namedActor deterministic checks.", "timestamp": "2026-10-13T04:32:48.859Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made exactly 3 tool calls (search, fetch details, call actor) with no redundant steps, which is a direct path to completion.", "timestamp": "2026-10-13T04:32:48.829Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent reported 'Posts: 3' directly from the dataset itemCount=3 returned by the actor run, not invented.", "timestamp": "2026-10-13T04:32:48.794Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=['nasa'] and resultsLimit=3 to apify/instagram-post-scraper, which matches the actor's input schema requirements correctly.", "timestamp": "2026-10-13T04:32:48.751Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, and call-actor which are appropriate tools, but selected apify/instagram-post-scraper instead of the intended apify/instagram-scraper — the wrong actor was chosen from search results.", "timestamp": "2026-10-13T04:32:48.719Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:21:48.623Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-13T04:21:48.587Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:21:48.526Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-13T04:21:48.484Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-13T04:21:48.432Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/instagram-post-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper" }, { "scenarioId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:21:45.401Z", "day": "2026-10-13", "traceId": "cf1fdc5c86951e615e57882f0bc9b9a6", "observationId": "986ece8679660b7d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/cf1fdc5c86951e615e57882f0bc9b9a6?observation=986ece8679660b7d", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "use", "title": "instagram-reel / use / natgeo-skip-pinned", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer correctly reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, grounded in retrieved data.", "timestamp": "2026-10-13T04:32:46.387Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer correctly reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, grounded in retrieved data.", "timestamp": "2026-10-13T04:32:46.352Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-13T04:32:46.313Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:32:46.273Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, provided proper inputs, retrieved real data, and reported accurate results.", "timestamp": "2026-10-13T04:32:46.234Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-13T04:32:46.176Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer correctly reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, grounded in retrieved data.", "timestamp": "2026-10-13T04:32:46.131Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run actor, retrieve dataset items — no redundant calls.", "timestamp": "2026-10-13T04:32:46.096Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 10 numbers in the final answer were found in Actor output, and captions match the dataset items retrieved.", "timestamp": "2026-10-13T04:32:46.042Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-reel-scraper with username=[\"natgeo\"], resultsLimit=3, and skipPinnedPosts=true, matching all required inputs confirmed by deterministic checks.", "timestamp": "2026-10-13T04:32:45.957Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-13T04:32:45.910Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:22:25.998Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-13T04:22:25.957Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 10 numbers found in Actor output", "timestamp": "2026-10-13T04:22:25.922Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-13T04:22:25.886Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-13T04:22:25.848Z", "metadata": {} }, "check.threeReels": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-13T04:22:25.806Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-13T04:22:25.765Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:22:25.723Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-13T04:22:25.672Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer correctly reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, grounded in retrieved data." }, { "scenarioId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:21:45.475Z", "day": "2026-10-13", "traceId": "07e1aa05274e7c9ed38987e6f4519201", "observationId": "6a9bb5ef6f994b97", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/07e1aa05274e7c9ed38987e6f4519201?observation=6a9bb5ef6f994b97", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "find", "title": "instagram-reel / find / natgeo-reels-shares", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-13T04:32:48.806Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-13T04:32:48.680Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-reel-scraper", "timestamp": "2026-10-13T04:32:48.649Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-13T04:32:48.607Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-13T04:32:48.550Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The get-dataset-items call with fields='caption,videoPlayCount,likesCount,timestamp,sharesCount,url' returned items without a sharesCount field visible in the preview, yet the actor run had includeSharesCount=true and SUCCEEDED. The agent could not locate the sharesCount in the output and reported it as unavailable, suggesting the field name or output structure did not match what the agent expected, pointing to an output-format discoverability issue.", "timestamp": "2026-10-13T04:32:48.505Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-13T04:32:48.467Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required reporting share counts for each reel, but the agent reported 'Not available (free tier limitation)' for all three reels despite the run succeeding with includeSharesCount=true (sharesFlag: PASS), meaning the share counts were either in the full dataset output or simply not returned — the agent failed to report the actual share count values as required by the task.", "timestamp": "2026-10-13T04:32:48.421Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 6 tool calls: search-actors, fetch-actor-details, call-actor, and three get-dataset-items calls (one with limited fields, one full, one with specific fields including sharesCount) — the extra dataset fetches were somewhat redundant but not egregious.", "timestamp": "2026-10-13T04:32:48.391Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The sharesCount field was absent from the returned dataset items (not in the field list returned by the actor run), and the agent correctly noted it was unavailable due to free tier limitations rather than crashing or hallucinating values.", "timestamp": "2026-10-13T04:32:48.344Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used actual data from the dataset (captions, videoPlayCount, timestamps) retrieved via get-dataset-items calls, not invented values.", "timestamp": "2026-10-13T04:32:48.307Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with username=['natgeo'], resultsLimit=3, and includeSharesCount=true, which are all correct and well-formed inputs matching the task requirements; sharesFlag check also PASS.", "timestamp": "2026-10-13T04:32:48.242Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-reel-scraper, the intended actor for scraping Instagram Reels, confirmed by the deterministic check rightActor: PASS.", "timestamp": "2026-10-13T04:32:48.194Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:22:47.398Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-13T04:22:47.338Z", "metadata": {} }, "check.sharesFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeSharesCount", "timestamp": "2026-10-13T04:22:47.300Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:22:47.264Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-reel-scraper\"", "timestamp": "2026-10-13T04:22:47.229Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-13T04:22:47.185Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-usage-natgeo-about-section", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:21:48.656Z", "day": "2026-10-13", "traceId": "49e51ce8e9a8c382868c344dbeb1c7a3", "observationId": "5cd8f7ce61606e51", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/49e51ce8e9a8c382868c344dbeb1c7a3?observation=5cd8f7ce61606e51", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "use", "title": "instagram-profile / use / natgeo-about-section", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the bio's first sentence and business account status correctly from retrieved data, and correctly explained that the country field was not populated in the returned data (the actor's schema notes country is only present if the user filled it in), fulfilling the task as completely as the data allows.", "timestamp": "2026-10-13T04:32:39.870Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the bio's first sentence and business account status correctly from retrieved data, and correctly explained that the country field was not populated in the returned data (the actor's schema notes country is only present if the user filled it in), fulfilling the task as completely as the data allows.", "timestamp": "2026-10-13T04:32:39.827Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-13T04:32:39.778Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:32:39.744Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly used the right actor, provided proper inputs including includeAboutSection=true, utilized the retrieved data accurately, and honestly reported that the country field was not available in the profile data.", "timestamp": "2026-10-13T04:32:39.674Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-13T04:32:39.635Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the bio's first sentence and business account status correctly from retrieved data, and correctly explained that the country field was not populated in the returned data (the actor's schema notes country is only present if the user filled it in), fulfilling the task as completely as the data allows.", "timestamp": "2026-10-13T04:32:39.600Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call (first with specific fields, then with all fields) to check for country data, which was a reasonable approach to find the missing country field rather than pointless repetition.", "timestamp": "2026-10-13T04:32:39.567Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the biography 'Step into wonder and find your inner explorer with National Geographic 🌎' and isBusinessAccount=true from the retrieved dataset items, not from invention.", "timestamp": "2026-10-13T04:32:39.533Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with usernames=['natgeo'] and includeAboutSection=true, which matches the required input schema and the task requirements.", "timestamp": "2026-10-13T04:32:39.485Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items tools, which are the appropriate tools for running the apify/instagram-profile-scraper and retrieving results.", "timestamp": "2026-10-13T04:32:39.438Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:22:43.119Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-13T04:22:43.082Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-13T04:22:43.045Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-13T04:22:43.010Z", "metadata": {} }, "check.aboutSection": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeAboutSection", "timestamp": "2026-10-13T04:22:42.970Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): usernames[0]", "timestamp": "2026-10-13T04:22:42.898Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:22:42.828Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-13T04:22:42.754Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the bio's first sentence and business account status correctly from retrieved data, and correctly explained that the country field was not populated in the returned data (the actor's schema notes country is only present if the user filled it in), fulfilling the task as completely as the data allows." }, { "scenarioId": "instagram-profile-scraper-discovery-natgeo-verified", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:22:04.400Z", "day": "2026-10-13", "traceId": "3e63324bdf0c5ce9355041a87665ab38", "observationId": "8e5d587095dcb709", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3e63324bdf0c5ce9355041a87665ab38?observation=8e5d587095dcb709", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "find", "title": "instagram-profile / find / natgeo-verified", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer correctly reports @natgeo is verified, quotes the exact bio from retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line.", "timestamp": "2026-10-13T04:32:38.099Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer correctly reports @natgeo is verified, quotes the exact bio from retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line.", "timestamp": "2026-10-13T04:32:38.050Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-profile-scraper", "timestamp": "2026-10-13T04:32:38.019Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-13T04:32:37.969Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:32:37.931Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered, ran, and reported results from apify/instagram-profile-scraper.", "timestamp": "2026-10-13T04:32:37.881Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-13T04:32:37.846Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer correctly reports @natgeo is verified, quotes the exact bio from retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line.", "timestamp": "2026-10-13T04:32:37.798Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct path: search → call actor → poll for completion → retrieve dataset items, with no redundant steps.", "timestamp": "2026-10-13T04:32:37.755Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run succeeded without errors; the only minor issue was the actor was still RUNNING after the first 30s wait, which the agent correctly handled by polling with get-actor-run.", "timestamp": "2026-10-13T04:32:37.711Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the biography and verified status from the dataset item returned: {\"username\":\"natgeo\",\"verified\":true,\"biography\":\"Step into wonder and find your inner explorer with National Geographic 🌎\"}.", "timestamp": "2026-10-13T04:32:37.673Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-profile-scraper with {\"usernames\":[\"natgeo\"]} which matches the required input schema, and retrieved only the needed fields (username, verified, biography).", "timestamp": "2026-10-13T04:32:37.625Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors to find apify/instagram-profile-scraper, then call-actor, get-actor-run, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-13T04:32:37.590Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:23:05.507Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-13T04:23:05.476Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:23:05.437Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-profile-scraper\"", "timestamp": "2026-10-13T04:23:05.402Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-13T04:23:05.360Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer correctly reports @natgeo is verified, quotes the exact bio from retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line." }, { "scenarioId": "instagram-post-scraper-usage-natgeo-three-posts", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:22:20.320Z", "day": "2026-10-13", "traceId": "d1a4d9f85d746dabf96054ebc2c876cd", "observationId": "74b41f5a59365cfd", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d1a4d9f85d746dabf96054ebc2c876cd?observation=74b41f5a59365cfd", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "use", "title": "instagram-post / use / natgeo-three-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 8 numbers not in Actor output: 2", "timestamp": "2026-10-13T04:32:40.004Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 8 numbers not in Actor output: 2", "timestamp": "2026-10-13T04:32:39.909Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-13T04:32:39.867Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-13T04:32:39.833Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 8 numbers not in Actor output: 2", "timestamp": "2026-10-13T04:32:39.804Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-13T04:32:39.717Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The grounded check flagged 1 of 8 numbers not found in actor output (the number '2' appearing somewhere in the answer, likely in a timestamp or count), but all three posts are reported with captions and like counts drawn from the retrieved data; the core task requirements are met and the discrepancy is minor.", "timestamp": "2026-10-13T04:32:39.680Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run actor, retrieve items — no redundant calls.", "timestamp": "2026-10-13T04:32:39.637Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and directly used the caption and likesCount fields from the tool result to populate the final answer; the numbers and text match the preview.", "timestamp": "2026-10-13T04:32:39.593Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=['natgeo'], resultsLimit=3, skipPinnedPosts=true, and dataDetailLevel='basicData', all of which are correct and well-formed inputs matching the actor's schema.", "timestamp": "2026-10-13T04:32:39.552Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-13T04:32:39.504Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:23:04.932Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-13T04:23:04.898Z", "metadata": {} }, "check.grounded": { "value": 0.875, "stringValue": null, "comment": "FAIL: 1 of 8 numbers not in Actor output: 2", "timestamp": "2026-10-13T04:23:04.844Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-13T04:23:04.810Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-13T04:23:04.777Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-13T04:23:04.739Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-13T04:23:04.705Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:23:04.636Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-13T04:23:04.509Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 8 numbers not in Actor output: 2" }, { "scenarioId": "instagram-post-scraper-discovery-natgeo-latest-post", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:22:26.031Z", "day": "2026-10-13", "traceId": "aace02a32a150fc2de94ab18e82ed039", "observationId": "4453a02ebf6b9476", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/aace02a32a150fc2de94ab18e82ed039?observation=4453a02ebf6b9476", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "find", "title": "instagram-post / find / natgeo-latest-post", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported the first sentence of the caption ('Presented by @Rolex.'), the comment count (578), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data.", "timestamp": "2026-10-13T04:32:35.466Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported the first sentence of the caption ('Presented by @Rolex.'), the comment count (578), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data.", "timestamp": "2026-10-13T04:32:35.431Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-13T04:32:35.385Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-13T04:32:35.349Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:32:35.304Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent found the correct actor, used proper inputs, retrieved real data, and delivered a complete answer matching the task requirements.", "timestamp": "2026-10-13T04:32:35.273Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-13T04:32:35.230Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported the first sentence of the caption ('Presented by @Rolex.'), the comment count (578), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data.", "timestamp": "2026-10-13T04:32:35.198Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search calls (one for 'Instagram posts' and one for 'Instagram') before proceeding, which was slightly redundant since the first search already returned the correct actor, but the overall path was still reasonably direct.", "timestamp": "2026-10-13T04:32:35.159Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the caption and commentsCount from the dataset and directly reported them in the final answer, matching the tool result preview showing caption starting with 'Presented by @Rolex.' and commentsCount of 578.", "timestamp": "2026-10-13T04:32:35.126Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with username=['natgeo'] and resultsLimit=1, which correctly targets the natgeo profile and limits to 1 post as needed.", "timestamp": "2026-10-13T04:32:35.085Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-post-scraper, which is the intended subject actor for scraping Instagram posts by username.", "timestamp": "2026-10-13T04:32:35.047Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:23:21.946Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-13T04:23:21.910Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:23:21.840Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-post-scraper\"", "timestamp": "2026-10-13T04:23:21.806Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-13T04:23:21.730Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent correctly reported the first sentence of the caption ('Presented by @Rolex.'), the comment count (578), and ended with 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data." }, { "scenarioId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:22:43.158Z", "day": "2026-10-13", "traceId": "c4f44fd6a096d850180ed4f8f3af8e96", "observationId": "639846734c2fdecc", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c4f44fd6a096d850180ed4f8f3af8e96?observation=639846734c2fdecc", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "use", "title": "instagram-hashtag / use / nasa-keyword-reels", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence of each caption and the like count for all 5 reels, grounded in real retrieved data, fulfilling the task requirements.", "timestamp": "2026-10-13T04:32:28.732Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence of each caption and the like count for all 5 reels, grounded in real retrieved data, fulfilling the task requirements.", "timestamp": "2026-10-13T04:32:28.688Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-13T04:32:28.643Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:32:28.603Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The call-actor input omitted keywordSearch:true despite the schema clearly documenting it and the task requesting keyword-based search; the deterministic check keywordMode flagged this as FAIL on run CT4zjJIdBOfRgmeAT.", "timestamp": "2026-10-13T04:32:28.562Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-13T04:32:28.525Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence of each caption and the like count for all 5 reels, grounded in real retrieved data, fulfilling the task requirements.", "timestamp": "2026-10-13T04:32:28.488Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made exactly 3 tool calls in a logical sequence: fetch details, run actor, retrieve items — no redundant steps.", "timestamp": "2026-10-13T04:32:28.451Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 10 numbers (5 like counts) appear in the Actor output, and captions match the dataset items exactly.", "timestamp": "2026-10-13T04:32:28.418Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed hashtags=[\"nasa\"], resultsType=\"reels\", resultsLimit=5, which are correct, but omitted keywordSearch:true (flagged as FAIL by the deterministic check keywordMode).", "timestamp": "2026-10-13T04:32:28.385Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-13T04:32:28.349Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:23:14.426Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-13T04:23:14.393Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 10 numbers found in Actor output", "timestamp": "2026-10-13T04:23:14.349Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-13T04:23:14.311Z", "metadata": {} }, "check.fiveResults": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-13T04:23:14.261Z", "metadata": {} }, "check.reelsType": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsType", "timestamp": "2026-10-13T04:23:14.216Z", "metadata": {} }, "check.keywordMode": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/instagram-hashtag-scraper: keywordSearch is missing (expected true)", "timestamp": "2026-10-13T04:23:14.179Z", "metadata": {} }, "check.keywordInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): hashtags[0]", "timestamp": "2026-10-13T04:23:14.130Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:23:14.045Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-10-13T04:23:13.950Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "keywordMode" ], "judgeComment": "PASS: The agent reported the first sentence of each caption and the like count for all 5 reels, grounded in real retrieved data, fulfilling the task requirements." }, { "scenarioId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:22:47.429Z", "day": "2026-10-13", "traceId": "78a9bb7315f8cf12eb60b9f71fb6d9c2", "observationId": "728ce499b3e85769", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/78a9bb7315f8cf12eb60b9f71fb6d9c2?observation=728ce499b3e85769", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "find", "title": "instagram-hashtag / find / nasa-hashtag", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 5 posts with account usernames and post summaries grounded in retrieved data, and ended with exactly 'Actor: apify/instagram-hashtag-scraper' as required.", "timestamp": "2026-10-13T04:32:29.681Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 5 posts with account usernames and post summaries grounded in retrieved data, and ended with exactly 'Actor: apify/instagram-hashtag-scraper' as required.", "timestamp": "2026-10-13T04:32:29.648Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-hashtag-scraper", "timestamp": "2026-10-13T04:32:29.609Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-13T04:32:29.562Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:32:29.527Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent found the correct actor, used proper inputs, retrieved and accurately reported real data, and fulfilled all task requirements including the actor attribution line.", "timestamp": "2026-10-13T04:32:29.422Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-13T04:32:29.375Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 5 posts with account usernames and post summaries grounded in retrieved data, and ended with exactly 'Actor: apify/instagram-hashtag-scraper' as required.", "timestamp": "2026-10-13T04:32:29.333Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search calls (first for 'Instagram posts', then for 'Instagram hashtag') before finding the right actor, which is a minor inefficiency but reasonable given the first search returned profile scrapers rather than hashtag scrapers.", "timestamp": "2026-10-13T04:32:29.299Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and accurately reported usernames (fhto36964, astronomyzone1, adventurewithchadhaji, daily_quindar) and post content directly from the tool results, not invented.", "timestamp": "2026-10-13T04:32:29.258Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with {\"hashtags\":[\"nasa\"],\"resultsLimit\":5}, which correctly maps to the required 'hashtags' array field and a sensible results cap.", "timestamp": "2026-10-13T04:32:29.216Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-hashtag-scraper, the appropriate tool for finding Instagram posts by hashtag, confirmed by the PASS on rightActor.", "timestamp": "2026-10-13T04:32:29.114Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:23:34.147Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-13T04:23:34.114Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:23:34.066Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-hashtag-scraper\"", "timestamp": "2026-10-13T04:23:34.031Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-10-13T04:23:33.990Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 5 posts with account usernames and post summaries grounded in retrieved data, and ended with exactly 'Actor: apify/instagram-hashtag-scraper' as required." }, { "scenarioId": "facebook-posts-scraper-usage-nasa-engagement", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:22:57.703Z", "day": "2026-10-13", "traceId": "81a7f2936d9ec7c4905986f8793f1f09", "observationId": "c665ad5a0e79d9ef", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/81a7f2936d9ec7c4905986f8793f1f09?observation=c665ad5a0e79d9ef", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "use", "title": "facebook-posts / use / nasa-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence and total reactions for all 5 posts, with reaction counts summed from the individual reaction fields and grounded in the retrieved data.", "timestamp": "2026-10-13T04:32:28.589Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence and total reactions for all 5 posts, with reaction counts summed from the individual reaction fields and grounded in the retrieved data.", "timestamp": "2026-10-13T04:32:28.539Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-13T04:32:28.496Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:32:28.396Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified the actor, set proper inputs, retrieved real data, and reported accurate results for all 5 posts.", "timestamp": "2026-10-13T04:32:28.360Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-13T04:32:28.320Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence and total reactions for all 5 posts, with reaction counts summed from the individual reaction fields and grounded in the retrieved data.", "timestamp": "2026-10-13T04:32:28.282Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made exactly 3 tool calls in a logical sequence: fetch details, run actor, retrieve results — no redundant calls.", "timestamp": "2026-10-13T04:32:28.245Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 12 numbers in the answer were found in the actor output, and the post texts match the dataset items returned.", "timestamp": "2026-10-13T04:32:28.200Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with startUrls set to the NASA Facebook page URL and resultsLimit set to 5, matching the task requirements and the actor's input schema.", "timestamp": "2026-10-13T04:32:28.165Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-13T04:32:28.131Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:23:32.092Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-13T04:23:32.057Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 12 numbers found in Actor output", "timestamp": "2026-10-13T04:23:32.013Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-13T04:23:31.980Z", "metadata": {} }, "check.fivePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-13T04:23:31.942Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-13T04:23:31.900Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:23:31.862Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-13T04:23:31.741Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{2,}/", "timestamp": "2026-10-13T04:23:31.661Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence and total reactions for all 5 posts, with reaction counts summed from the individual reaction fields and grounded in the retrieved data." }, { "scenarioId": "facebook-posts-scraper-discovery-nasa-page", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:23:04.964Z", "day": "2026-10-13", "traceId": "5437a483d0d49fb68b75461ff873f747", "observationId": "4a66e03e5fe73cb8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5437a483d0d49fb68b75461ff873f747?observation=4a66e03e5fe73cb8", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "find", "title": "facebook-posts / find / nasa-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent delivered all 5 posts with text content and reaction counts, ending with 'Actor: apify/facebook-posts-scraper' as required, fully satisfying the task.", "timestamp": "2026-10-13T04:32:26.657Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent delivered all 5 posts with text content and reaction counts, ending with 'Actor: apify/facebook-posts-scraper' as required, fully satisfying the task.", "timestamp": "2026-10-13T04:32:26.622Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/facebook-posts-scraper", "timestamp": "2026-10-13T04:32:26.588Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-13T04:32:26.550Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:32:26.513Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the correct actor, used proper inputs, utilized retrieved data accurately, followed an efficient plan, and completed the task fully.", "timestamp": "2026-10-13T04:32:26.477Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-13T04:32:26.440Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered all 5 posts with text content and reaction counts, ending with 'Actor: apify/facebook-posts-scraper' as required, fully satisfying the task.", "timestamp": "2026-10-13T04:32:26.397Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls: search-actors, fetch-actor-details, call-actor, get-dataset-items — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-13T04:32:26.362Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly reported the text and reaction counts from the returned data, including exact figures like 14,990 reactions and specific post texts matching the dataset preview.", "timestamp": "2026-10-13T04:32:26.285Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with startUrls containing the NASA Facebook URL and resultsLimit:5, which matches the required input schema fields correctly.", "timestamp": "2026-10-13T04:32:26.245Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for 'Facebook posts' actors, found apify/facebook-posts-scraper as the top result, fetched its details, and used it — exactly the right tool for scraping Facebook page posts.", "timestamp": "2026-10-13T04:32:26.169Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:23:45.739Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-13T04:23:45.698Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:23:45.663Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-posts-scraper\"", "timestamp": "2026-10-13T04:23:45.625Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-13T04:23:45.525Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent delivered all 5 posts with text content and reaction counts, ending with 'Actor: apify/facebook-posts-scraper' as required, fully satisfying the task." }, { "scenarioId": "facebook-groups-scraper-usage-recent-activity", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:23:05.546Z", "day": "2026-10-13", "traceId": "1b335fb9749b2e2538a62eae16592cb4", "observationId": "baeca6967d03c37f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1b335fb9749b2e2538a62eae16592cb4?observation=baeca6967d03c37f", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "use", "title": "facebook-groups / use / recent-activity", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 3 of 10 numbers not in Actor output: 323, 273, 325", "timestamp": "2026-10-13T04:32:19.357Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 3 of 10 numbers not in Actor output: 323, 273, 325", "timestamp": "2026-10-13T04:32:19.251Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-13T04:32:19.214Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:32:19.172Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 3 of 10 numbers not in Actor output: 323, 273, 325", "timestamp": "2026-10-13T04:32:19.140Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-13T04:32:19.105Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported comment counts correctly (0 for all posts) and included actual post text, but fabricated member counts (323, 273, 325) that were not in the retrieved data, and the third post's text was not shown in the preview yet was described with invented details, making the answer partially grounded but containing invented numbers.", "timestamp": "2026-10-13T04:32:19.065Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch details, run actor, get dataset items — no unnecessary repetition.", "timestamp": "2026-10-13T04:32:19.027Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved the dataset items and used the actual post text and commentsCount=0 from the results, but then invented member counts (323, 273, 325) that were not present in the retrieved data — the grounded check confirms 3 numbers not in Actor output.", "timestamp": "2026-10-13T04:32:18.986Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with startUrls set to the group URL, resultsLimit=3, and viewOption='RECENT_ACTIVITY', all matching the task requirements.", "timestamp": "2026-10-13T04:32:18.944Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-13T04:32:18.905Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:23:42.031Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-13T04:23:41.989Z", "metadata": {} }, "check.grounded": { "value": 0.7, "stringValue": null, "comment": "FAIL: 3 of 10 numbers not in Actor output: 323, 273, 325", "timestamp": "2026-10-13T04:23:41.927Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-13T04:23:41.889Z", "metadata": {} }, "check.sortOrder": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): viewOption", "timestamp": "2026-10-13T04:23:41.848Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-13T04:23:41.793Z", "metadata": {} }, "check.groupUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-13T04:23:41.680Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:23:41.638Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-10-13T04:23:41.581Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 3 of 10 numbers not in Actor output: 323, 273, 325" }, { "scenarioId": "facebook-groups-scraper-discovery-public-group-posts", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:23:14.460Z", "day": "2026-10-13", "traceId": "4c75e2c4e16fe33b29abe509a4fbb8d8", "observationId": "1e8296d130a7bd75", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4c75e2c4e16fe33b29abe509a4fbb8d8?observation=1e8296d130a7bd75", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "find", "title": "facebook-groups / find / public-group-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/facebook-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-13T04:32:17.619Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/facebook-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-13T04:32:17.452Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/facebook-posts-scraper", "comment": "Actors the agent ran: apify/facebook-posts-scraper", "timestamp": "2026-10-13T04:32:17.411Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-13T04:32:17.370Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:32:17.336Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/facebook-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-13T04:32:17.299Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-13T04:32:17.251Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent failed to retrieve any posts from the group because it used the wrong actor (facebook-posts-scraper instead of facebook-groups-scraper), so the task of reporting the 3 most recent posts was not completed.", "timestamp": "2026-10-13T04:32:17.216Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made a reasonable number of calls: one search, one fetch-actor-details, two call-actor attempts (one failed on input format), and two result-fetching calls, without unnecessary repetition.", "timestamp": "2026-10-13T04:32:17.184Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent fixed the input validation error on the second call and then checked both the dataset and key-value store to understand why no posts were returned, providing a reasonable explanation.", "timestamp": "2026-10-13T04:32:17.143Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent correctly retrieved and reported the dataset result ('Empty or private data for provided input') and the key-value store record showing the group node, accurately reflecting what the tools returned.", "timestamp": "2026-10-13T04:32:17.051Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "After the first call failed due to input format (array of strings vs array of objects), the agent corrected the input to use {url: ...} objects, which is the proper format per the schema.", "timestamp": "2026-10-13T04:32:17.008Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for 'Facebook posts' and selected apify/facebook-posts-scraper, which is designed for Facebook pages/profiles, not groups; the correct actor was apify/facebook-groups-scraper which was not found or considered.", "timestamp": "2026-10-13T04:32:16.930Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:24:02.279Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-13T04:24:02.240Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/facebook-posts-scraper run : CALL-FAILED", "timestamp": "2026-10-13T04:24:02.201Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-groups-scraper\"", "timestamp": "2026-10-13T04:24:02.116Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/facebook-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-13T04:24:02.037Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/facebook-posts-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/facebook-posts-scraper; expected apify/facebook-groups-scraper" }, { "scenarioId": "facebook-ads-scraper-usage-nike-last-30-days", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:23:21.978Z", "day": "2026-10-13", "traceId": "26d6f5a5d5004f89dda6dc5c165abe3d", "observationId": "c34b97b13735733c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/26d6f5a5d5004f89dda6dc5c165abe3d?observation=c34b97b13735733c", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "use", "title": "facebook-ads / use / nike-last-30-days", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check shape: answer does not match /\\d+/", "timestamp": "2026-10-13T04:32:19.342Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check shape: answer does not match /\\d+/", "timestamp": "2026-10-13T04:32:19.233Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-13T04:32:19.198Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:32:19.161Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check shape: answer does not match /\\d+/", "timestamp": "2026-10-13T04:32:19.073Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-13T04:32:19.031Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns and never produced a final answer reporting the number of ads retrieved, a real ad's body text, and reach data — the deterministic check 'shape (answer.regex): FAIL' confirms no numeric answer was given, and the conversation ends mid-investigation without a user-facing summary.", "timestamp": "2026-10-13T04:32:18.985Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made multiple exploratory jq calls to understand the data structure (checking keys, then ad_details, then snapshot), which was somewhat redundant given the field list was already available from the initial call-actor response, but not excessively wasteful.", "timestamp": "2026-10-13T04:32:18.910Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the full dataset fetch exceeded token limits, the agent correctly pivoted to using Bash/jq to query the saved file, and when spend/reachEstimate were null in flat fields, it investigated the nested snapshot structure to find the body text.", "timestamp": "2026-10-13T04:32:18.870Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 real dataset items and used Bash/jq to extract actual body text from the data (e.g., 'Compra desde la Nike App y encuentra novedades de sneakers...'), but the agent ran out of turns before producing a final answer reporting the count, body text, and reach data.", "timestamp": "2026-10-13T04:32:18.796Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with startUrls set to Nike's Facebook page, resultsLimit=20, isDetailsPerAd=true, and onlyAdsNewerThan='30 days' — all correct inputs matching the task requirements.", "timestamp": "2026-10-13T04:32:18.755Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, and Bash tools, all appropriate for the task of scraping Nike ads and reporting results.", "timestamp": "2026-10-13T04:32:18.713Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:24:59.870Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape", "timestamp": "2026-10-13T04:24:59.831Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-13T04:24:59.790Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-13T04:24:59.755Z", "metadata": {} }, "check.detailsFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): isDetailsPerAd", "timestamp": "2026-10-13T04:24:59.717Z", "metadata": {} }, "check.twentyAds": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-13T04:24:59.680Z", "metadata": {} }, "check.dateRange": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): onlyAdsNewerThan", "timestamp": "2026-10-13T04:24:59.639Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-13T04:24:59.603Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:24:59.522Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-ads-scraper", "timestamp": "2026-10-13T04:24:59.490Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\d+/", "timestamp": "2026-10-13T04:24:59.405Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "shape" ], "judgeComment": "FAIL: check shape: answer does not match /\\d+/" }, { "scenarioId": "facebook-ads-scraper-discovery-nike-ad-library", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:23:32.126Z", "day": "2026-10-13", "traceId": "11cd40c9187f646d6e321ecf74a26205", "observationId": "4a0345453f0e8ae3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/11cd40c9187f646d6e321ecf74a26205?observation=4a0345453f0e8ae3", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "find", "title": "facebook-ads / find / nike-ad-library", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used adside/meta-ad-library-ads-scraper, nourishing_courier/meta-ads-scraper-pro, hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-13T04:32:19.091Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used adside/meta-ad-library-ads-scraper, nourishing_courier/meta-ads-scraper-pro, hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-13T04:32:18.992Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "adside/meta-ad-library-ads-scraper", "comment": "Actors the agent ran: adside/meta-ad-library-ads-scraper, nourishing_courier/meta-ads-scraper-pro, hyperbach/meta-ads-library-scraper", "timestamp": "2026-10-13T04:32:18.941Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-13T04:32:18.902Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:32:18.868Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used adside/meta-ad-library-ads-scraper, nourishing_courier/meta-ads-scraper-pro, hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-13T04:32:18.831Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "13 tool calls valid", "timestamp": "2026-10-13T04:32:18.795Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 4 active Nike ads with a real example body text, but the task asked to look up ads for 'facebook.com/nike' specifically (the Nike page URL), and the final results came from a keyword search returning mixed advertisers rather than Nike's specific page; additionally the wrong actor was used and the ad count reported (4) is derived from filtering a mixed dataset rather than a clean Nike-page-specific query.", "timestamp": "2026-10-13T04:32:18.757Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 5 actor runs (exceeding the expected maximum of 3) and tried 3 different actors before getting useful results, with the ranOk deterministic check confirming FAIL for excessive runs.", "timestamp": "2026-10-13T04:32:18.721Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When adside returned 0 items, the agent moved to nourishing_courier; when that had input validation failure, it fixed the format; when results were empty text fields, it tried hyperbach; when advertiserNames returned Vaypol ads, it switched to searchTerms - showing reasonable recovery throughout.", "timestamp": "2026-10-13T04:32:18.514Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used actual retrieved data from the hyperbach dataset to report the ad count (4 Nike ads) and quoted a real body text 'Bring sports more fully into your day with the Nike App.' that appears in the dataset items.", "timestamp": "2026-10-13T04:32:18.314Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly structured inputs for each actor it tried - using page_id for adside, properly formatted URL objects for nourishing_courier, and searchTerms/advertiserNames for hyperbach; the one input validation failure was quickly corrected.", "timestamp": "2026-10-13T04:32:18.214Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Meta Ad Library actors and tried multiple actors (adside, nourishing_courier, hyperbach) but never found or used the intended apify/facebook-ads-scraper, as confirmed by the rightActor FAIL deterministic check.", "timestamp": "2026-10-13T04:32:18.118Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:27:24.657Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-13T04:27:24.622Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 5 Actor run(s), expected at most 3", "timestamp": "2026-10-13T04:27:24.546Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-ads-scraper\"", "timestamp": "2026-10-13T04:27:24.505Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used adside/meta-ad-library-ads-scraper, nourishing_courier/meta-ads-scraper-pro, hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-13T04:27:24.414Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "adside/meta-ad-library-ads-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used adside/meta-ad-library-ads-scraper, nourishing_courier/meta-ads-scraper-pro, hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper" }, { "scenarioId": "tripadvisor-usage-rome-restaurants", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:23:34.183Z", "day": "2026-10-13", "traceId": "bc6239a95a662bc74055794c48566ca4", "observationId": "6d0a408f05ceaa0d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/bc6239a95a662bc74055794c48566ca4?observation=6d0a408f05ceaa0d", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "use", "title": "tripadvisor / use / rome-restaurants", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 10 restaurants with cuisine types, price ranges, and ratings, reported the count (10), and named the top restaurant (Cipasso, 4.9) — fully satisfying the task requirements with grounded data confirmed by deterministic checks.", "timestamp": "2026-10-13T04:32:08.251Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 10 restaurants with cuisine types, price ranges, and ratings, reported the count (10), and named the top restaurant (Cipasso, 4.9) — fully satisfying the task requirements with grounded data confirmed by deterministic checks.", "timestamp": "2026-10-13T04:32:08.212Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-13T04:32:08.172Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:32:08.141Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, formed valid inputs, polled efficiently, and delivered a complete grounded answer with all requested fields.", "timestamp": "2026-10-13T04:32:08.106Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-13T04:32:08.069Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 restaurants with cuisine types, price ranges, and ratings, reported the count (10), and named the top restaurant (Cipasso, 4.9) — fully satisfying the task requirements with grounded data confirmed by deterministic checks.", "timestamp": "2026-10-13T04:32:08.031Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed three get-actor-run polls because the Actor took ~154 seconds, but each poll was necessary given the run was still in progress; no redundant or wasteful calls were made.", "timestamp": "2026-10-13T04:32:07.996Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned fields (name, rating, cuisines, priceLevel, rankingPosition) to populate the final answer table; all values match the tool result preview.", "timestamp": "2026-10-13T04:32:07.956Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the Actor with query='Rome', maxItemsPerQuery=10, includeRestaurants=true, includeHotels=false, includeAttractions=false, which correctly targets restaurants in Rome with a cap of 10 items.", "timestamp": "2026-10-13T04:32:07.919Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the maxcopell/tripadvisor Actor and retrieving results.", "timestamp": "2026-10-13T04:32:07.879Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:26:38.324Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-13T04:26:38.290Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 2 numbers found in Actor output", "timestamp": "2026-10-13T04:26:38.253Z", "metadata": {} }, "check.ratingField": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-13T04:26:38.210Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-13T04:26:38.174Z", "metadata": {} }, "check.restaurantsMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeRestaurants", "timestamp": "2026-10-13T04:26:38.138Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:26:38.097Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-13T04:26:38.021Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[3-5]\\.\\d\\b/", "timestamp": "2026-10-13T04:26:37.928Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved 10 restaurants with cuisine types, price ranges, and ratings, reported the count (10), and named the top restaurant (Cipasso, 4.9) — fully satisfying the task requirements with grounded data confirmed by deterministic checks." }, { "scenarioId": "tripadvisor-discovery-barcelona-attractions", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:23:42.065Z", "day": "2026-10-13", "traceId": "8ad9784f368d4aa2c15982faa8f972be", "observationId": "4048da10ed087edf", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8ad9784f368d4aa2c15982faa8f972be?observation=4048da10ed087edf", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "find", "title": "tripadvisor / find / barcelona-attractions", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent produced a complete comparison table of 10 Barcelona attractions with ratings and review counts from actual retrieved data, sorted by rating, with key insights, and ended with the required 'Actor: maxcopell/tripadvisor' line.", "timestamp": "2026-10-13T04:32:06.250Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent produced a complete comparison table of 10 Barcelona attractions with ratings and review counts from actual retrieved data, sorted by rating, with key insights, and ended with the required 'Actor: maxcopell/tripadvisor' line.", "timestamp": "2026-10-13T04:32:06.203Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: maxcopell/tripadvisor", "timestamp": "2026-10-13T04:32:06.165Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-13T04:32:06.122Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:32:06.079Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent correctly discovered maxcopell/tripadvisor, used appropriate inputs, retrieved and utilized real data, handled the initial search failure gracefully, and delivered a complete answer fulfilling the task.", "timestamp": "2026-10-13T04:32:06.042Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "10 tool calls valid", "timestamp": "2026-10-13T04:32:05.996Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a complete comparison table of 10 Barcelona attractions with ratings and review counts from actual retrieved data, sorted by rating, with key insights, and ended with the required 'Actor: maxcopell/tripadvisor' line.", "timestamp": "2026-10-13T04:32:05.954Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent required multiple get-actor-run polling calls (4 times) because the actor took ~3.5 minutes to complete, but this was necessary waiting rather than pointless repetition; the overall path was direct and efficient.", "timestamp": "2026-10-13T04:32:05.894Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The initial search with 'TripAdvisor Barcelona attractions' returned no results, and the agent immediately retried with the broader keyword 'TripAdvisor', successfully finding the correct actor.", "timestamp": "2026-10-13T04:32:05.856Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items with fields name, rating, numberOfReviews, rankingPosition and directly used the returned data (e.g., Sagrada Familia: 4.7 rating, 165,564 reviews) in the final comparison table.", "timestamp": "2026-10-13T04:32:05.818Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called maxcopell/tripadvisor with query='Barcelona', includeAttractions=true, includeRestaurants=false, includeHotels=false, maxItemsPerQuery=10, language='en' - all well-formed and appropriate for scraping top Barcelona attractions.", "timestamp": "2026-10-13T04:32:05.781Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for TripAdvisor actors, found maxcopell/tripadvisor (the correct main scraper for attractions), fetched its details, ran it, polled for completion, and retrieved dataset items - all appropriate tools for the task.", "timestamp": "2026-10-13T04:32:05.746Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:27:45.186Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-13T04:27:45.146Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:27:45.105Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /maxcopell/tripadvisor(?!-)/", "timestamp": "2026-10-13T04:27:45.015Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-13T04:27:44.923Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent produced a complete comparison table of 10 Barcelona attractions with ratings and review counts from actual retrieved data, sorted by rating, with key insights, and ended with the required 'Actor: maxcopell/tripadvisor' line." }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:23:45.794Z", "day": "2026-10-13", "traceId": "31fa31982af5f34d34c990c55dcc3c87", "observationId": "844cb11279efaaff", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/31fa31982af5f34d34c990c55dcc3c87?observation=844cb11279efaaff", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-13T04:32:04.717Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:32:04.629Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The Actor run w0ncKVekOQ62WipB6 remained in RUNNING state with status 'Nothing extracted yet' for the entire session duration (~237s+), never producing output or a meaningful error. The Actor should surface a timeout or failure message so the agent can report a clear failure rather than endlessly polling.", "timestamp": "2026-10-13T04:32:04.575Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-13T04:32:04.536Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The session timed out before the Actor completed, so no AI Mode answer text or source count was ever retrieved and reported to the user — the task was not completed.", "timestamp": "2026-10-13T04:32:04.499Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent polled get-actor-run four times after the initial call, which was necessary given the Actor was still running; the final check of the key-value store INPUT was a reasonable diagnostic step, so no pointless repetition occurred.", "timestamp": "2026-10-13T04:32:04.460Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run stayed in RUNNING state with 'Nothing extracted yet' for over 4 minutes; the agent kept polling appropriately and checked the key-value store for diagnostics, which is reasonable behavior given the session timed out due to infrastructure limits.", "timestamp": "2026-10-13T04:32:04.429Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly set queries='best crm for small business', countryCode='gb', aiModeSearch.enableAiMode=true, and maxPagesPerQuery=1, matching the required input schema exactly as confirmed by the INPUT key-value store record.", "timestamp": "2026-10-13T04:32:04.389Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-key-value-store-record — all appropriate tools for running and monitoring an Apify Actor.", "timestamp": "2026-10-13T04:32:04.350Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-13T04:28:46.490Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-13T04:28:46.453Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 0 items ok", "timestamp": "2026-10-13T04:28:46.348Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-13T04:28:46.306Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-10-13T04:28:46.269Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-13T04:28:46.229Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-10-13T04:28:46.190Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper run w0ncKVekOQ62WipB6: RUNNING", "timestamp": "2026-10-13T04:28:46.111Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-13T04:28:46.011Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:24:02.317Z", "day": "2026-10-13", "traceId": "c6b95d6a8e7f2c0c45cec41a6062f157", "observationId": "8ab64b514eff77b6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c6b95d6a8e7f2c0c45cec41a6062f157?observation=8ab64b514eff77b6", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 9 organic results and the top three domains (cupra.com, leasingmarkt.de, insta-drive.com) grounded in retrieved data, fulfilling the task requirements despite the missing languageCode.", "timestamp": "2026-10-13T04:32:03.720Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 9 organic results and the top three domains (cupra.com, leasingmarkt.de, insta-drive.com) grounded in retrieved data, fulfilling the task requirements despite the missing languageCode.", "timestamp": "2026-10-13T04:32:03.663Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-13T04:32:03.617Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:32:03.578Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The agent passed 'searchLanguage': 'de' in the call-actor input, but the correct field name is 'languageCode', causing the harness to flag lang as FAIL. The agent should have used 'languageCode': 'de' as shown in the input schema.", "timestamp": "2026-10-13T04:32:03.541Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-13T04:32:03.504Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 9 organic results and the top three domains (cupra.com, leasingmarkt.de, insta-drive.com) grounded in retrieved data, fulfilling the task requirements despite the missing languageCode.", "timestamp": "2026-10-13T04:32:03.462Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed one extra get-dataset-items call because the first field-projected call returned empty items, but otherwise the flow was direct and efficient.", "timestamp": "2026-10-13T04:32:03.415Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first get-dataset-items call with field projection returned empty items, the agent immediately retried without field filtering and successfully retrieved the data.", "timestamp": "2026-10-13T04:32:03.382Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent extracted organic result count (9) and top three domains (cupra.com, leasingmarkt.de, insta-drive.com) directly from the dataset items returned by get-dataset-items.", "timestamp": "2026-10-13T04:32:03.349Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed countryCode='de' and maxPagesPerQuery=1 correctly, but used 'searchLanguage' instead of the correct field 'languageCode', which the harness confirmed as FAIL (languageCode missing).", "timestamp": "2026-10-13T04:32:03.312Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running apify/google-search-scraper and retrieving results.", "timestamp": "2026-10-13T04:32:03.269Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:25:26.950Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-13T04:25:26.913Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-13T04:25:26.884Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-13T04:25:26.847Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-13T04:25:26.813Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode is missing (expected \"de\")", "timestamp": "2026-10-13T04:25:26.766Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-13T04:25:26.730Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-13T04:25:26.648Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:25:26.608Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-13T04:25:26.515Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang" ], "judgeComment": "PASS: The agent reported 9 organic results and the top three domains (cupra.com, leasingmarkt.de, insta-drive.com) grounded in retrieved data, fulfilling the task requirements despite the missing languageCode." }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:24:59.901Z", "day": "2026-10-13", "traceId": "6db7895a5c2b0211da9e5fd6a9689e5f", "observationId": "f9efc09c39070c84", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6db7895a5c2b0211da9e5fd6a9689e5f?observation=f9efc09c39070c84", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents 8 organic results with titles, URLs, and snippets from the first page of Google Search for 'apify web scraping', ending with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-13T04:31:58.436Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents 8 organic results with titles, URLs, and snippets from the first page of Google Search for 'apify web scraping', ending with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-13T04:31:58.405Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-10-13T04:31:58.371Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-13T04:31:58.340Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:31:58.303Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first get-dataset-items call with fields='organicResults.title,organicResults.url,organicResults.description,organicResults.position' returned an empty item {}, suggesting the dot-notation field projection did not work as expected, requiring a second call with clean=true to retrieve the data.", "timestamp": "2026-10-13T04:31:58.269Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-13T04:31:58.221Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents 8 organic results with titles, URLs, and snippets from the first page of Google Search for 'apify web scraping', ending with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-13T04:31:58.187Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: search-actors, fetch-actor-details, call-actor, get-dataset-items (failed projection), get-dataset-items (clean=true) — one extra call due to the projection issue, but otherwise direct.", "timestamp": "2026-10-13T04:31:58.146Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with field projection returned an empty item {}; the agent immediately retried with clean=true and successfully retrieved the full data.", "timestamp": "2026-10-13T04:31:58.112Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and presented all 8 organic results with titles, URLs, and descriptions directly from the tool output, matching the data in the preview.", "timestamp": "2026-10-13T04:31:58.077Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with queries='apify web scraping' and maxPagesPerQuery=1, which correctly targets the first results page only with the right query.", "timestamp": "2026-10-13T04:31:58.041Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for 'Google Search' actors, found apify/google-search-scraper as the top result, fetched its details, and used it — exactly the right tool for scraping Google SERP organic results.", "timestamp": "2026-10-13T04:31:57.996Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:25:50.501Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-13T04:25:50.463Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:25:50.421Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-13T04:25:50.341Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-13T04:25:50.199Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents 8 organic results with titles, URLs, and snippets from the first page of Google Search for 'apify web scraping', ending with 'Actor: apify/google-search-scraper' as required." }, { "scenarioId": "google-maps-contact-details-usage-toronto-roofers", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:25:26.990Z", "day": "2026-10-13", "traceId": "c9380cfc09b8dddb798ed172f3d5eb07", "observationId": "9a2996832d662d82", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c9380cfc09b8dddb798ed172f3d5eb07?observation=9a2996832d662d82", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "use", "title": "google-maps-contact-details / use / toronto-roofers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 2 of 10 items missing emails", "timestamp": "2026-10-13T04:31:53.710Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 2 of 10 items missing emails", "timestamp": "2026-10-13T04:31:53.596Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-13T04:31:53.523Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-13T04:31:53.465Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 2 of 10 items missing emails", "timestamp": "2026-10-13T04:31:53.434Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-13T04:31:53.396Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned all 10 companies with names, websites, emails, and social profiles from the actual data, and correctly reported that 8 out of 10 had emails (matching the deterministic check that 2 of 10 items were missing emails).", "timestamp": "2026-10-13T04:31:53.361Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent fetched actor details once, called the actor once, polled twice (needed because the run was still running), then fetched dataset items once — a reasonably direct path with no unnecessary repetition.", "timestamp": "2026-10-13T04:31:53.326Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the dataset items returned by get-dataset-items to populate the table, accurately reflecting the actual data including emails, websites, and social profiles from the tool result preview.", "timestamp": "2026-10-13T04:31:53.288Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=['roofing companies'], city='Toronto', countryCode='ca', maxCrawledPlacesPerSearch=10, language='en', and scrapeSocialMediaProfiles with multiple platforms enabled — all sensible and well-formed inputs matching the Actor's schema.", "timestamp": "2026-10-13T04:31:53.246Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the specified Actor and retrieving results.", "timestamp": "2026-10-13T04:31:53.208Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:28:01.102Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-13T04:28:01.059Z", "metadata": {} }, "check.count": { "value": 1, "stringValue": null, "comment": "PASS (warn): answer matches /[0-9]/", "timestamp": "2026-10-13T04:28:01.023Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 10 items missing emails", "timestamp": "2026-10-13T04:28:00.932Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-13T04:28:00.894Z", "metadata": {} }, "check.socials": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): scrapeSocialMediaProfiles", "timestamp": "2026-10-13T04:28:00.856Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-13T04:28:00.817Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:28:00.736Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-13T04:28:00.660Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 2 of 10 items missing emails" }, { "scenarioId": "google-maps-contact-details-discovery-toronto-roofers-emails", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:25:50.537Z", "day": "2026-10-13", "traceId": "a7d80fb7158990211f48435a85d01d1e", "observationId": "dec1358da29c9cb1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a7d80fb7158990211f48435a85d01d1e?observation=dec1358da29c9cb1", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "find", "title": "google-maps-contact-details / find / toronto-roofers-emails", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent found 10 roofing companies in Toronto, listed each with their email status, reported that 7 had emails, and ended with exactly 'Actor: lukaskrivka/google-maps-with-contact-details' as required.", "timestamp": "2026-10-13T04:31:52.560Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent found 10 roofing companies in Toronto, listed each with their email status, reported that 7 had emails, and ended with exactly 'Actor: lukaskrivka/google-maps-with-contact-details' as required.", "timestamp": "2026-10-13T04:31:52.526Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-13T04:31:52.487Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-13T04:31:52.455Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:31:52.414Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor selected, proper inputs used, results accurately utilized, polling handled gracefully, efficient execution, and complete answer delivered.", "timestamp": "2026-10-13T04:31:52.381Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-13T04:31:52.339Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent found 10 roofing companies in Toronto, listed each with their email status, reported that 7 had emails, and ended with exactly 'Actor: lukaskrivka/google-maps-with-contact-details' as required.", "timestamp": "2026-10-13T04:31:52.299Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used search-actors once, fetch-actor-details once, called the actor, polled 3 times (reasonable given the run took ~155 seconds), and fetched dataset items once — a direct and efficient path.", "timestamp": "2026-10-13T04:31:52.258Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run was still in RUNNING state after the initial 45s wait, and the agent correctly polled multiple times until SUCCEEDED status was confirmed before fetching results.", "timestamp": "2026-10-13T04:31:52.226Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned data (title, phone, emails, website fields) to list all 10 companies and accurately count 7 with emails and 3 without.", "timestamp": "2026-10-13T04:31:52.183Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with searchStringsArray=['roofing'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=10, and language='en', which are all correct and well-formed inputs for the task.", "timestamp": "2026-10-13T04:31:52.147Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used lukaskrivka/google-maps-with-contact-details, which is specifically designed to extract emails from Google Maps business websites, matching the task requirements perfectly.", "timestamp": "2026-10-13T04:31:52.106Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:28:54.953Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-13T04:28:54.917Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:28:54.839Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"lukaskrivka/google-maps-with-contact-details\"", "timestamp": "2026-10-13T04:28:54.796Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-13T04:28:54.711Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent found 10 roofing companies in Toronto, listed each with their email status, reported that 7 had emails, and ended with exactly 'Actor: lukaskrivka/google-maps-with-contact-details' as required." }, { "scenarioId": "google-maps-reviews-usage-ritz-trend", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:26:38.361Z", "day": "2026-10-13", "traceId": "a7499d4f2ce8a530997bc22556935fc6", "observationId": "13057d0b13c5b946", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a7499d4f2ce8a530997bc22556935fc6?observation=13057d0b13c5b946", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "use", "title": "google-maps-reviews / use / ritz-trend", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-13T04:31:54.217Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-13T04:31:53.914Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-13T04:31:53.874Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-13T04:31:53.839Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "In get-dataset-items, positions 16-30 contain only 7 non-null star values (1,2,5,5,2,5,2 = sum 22), yet the agent claimed 15 values summing to 54 for the 'previous 15' group. The agent invented star values to fill the group to 15, producing an incorrect average of 3.60 and an unreliable trend conclusion.", "timestamp": "2026-10-13T04:31:53.799Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-13T04:31:53.763Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported averages (4.47 vs 3.60) and trend direction (up), but the methodology is flawed: instead of splitting the 30 retrieved reviews into positional groups 1-15 and 16-30 (treating null stars as part of each group), the agent excluded nulls and re-pooled, meaning the 'previous 15' group includes invented stars values (e.g., listing 15 values from only 7 rated reviews in positions 16-30). The math for the 'previous 15' (54÷15=3.60) cannot be verified from the data shown — positions 16-30 only have 7 non-null stars (1,2,5,5,2,5,2=22), not 54. This indicates the agent fabricated or miscalculated the second group's numbers.", "timestamp": "2026-10-13T04:31:53.731Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls (fetch details, run actor, get items) with no redundant calls, a direct and efficient path.", "timestamp": "2026-10-13T04:31:53.694Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "9 of 30 items had null stars (confirmed by the harness FAIL on 'stars'), and the agent handled this by excluding nulls and redistributing across groups — however, this means the 'newest 15' and 'previous 15' are no longer positional groups 1-15 and 16-30 of the 30 retrieved reviews, but rather the first 15 and last 15 of only the 21 rated reviews, which is a methodological deviation but not a crash or unhandled error.", "timestamp": "2026-10-13T04:31:53.615Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the 30 dataset items and used the actual stars and publishedAtDate fields from the tool result to compute averages, not invented data.", "timestamp": "2026-10-13T04:31:53.584Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed maxReviews=30, reviewsSort='newest', and a valid Google Maps search URL for the Ritz-Carlton Chicago, matching the task requirements.", "timestamp": "2026-10-13T04:31:53.543Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-13T04:31:53.507Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:27:25.100Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-13T04:27:25.068Z", "metadata": {} }, "check.stars": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 9 of 30 items missing stars", "timestamp": "2026-10-13T04:27:25.033Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 30 items ok", "timestamp": "2026-10-13T04:27:24.993Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxReviews", "timestamp": "2026-10-13T04:27:24.960Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:27:24.928Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-reviews-scraper", "timestamp": "2026-10-13T04:27:24.885Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[1-5](\\.\\d+)?\\b/", "timestamp": "2026-10-13T04:27:24.808Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "stars" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "google-maps-reviews-discovery-ritz", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:27:24.829Z", "day": "2026-10-13", "traceId": "c013633ba79049bd3a1514bb608c9bfa", "observationId": "e486c49ab97843c4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c013633ba79049bd3a1514bb608c9bfa?observation=e486c49ab97843c4", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "find", "title": "google-maps-reviews / find / ritz", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides a well-structured summary of main praises and complaints grounded in the 30 retrieved reviews, and ends with exactly one line 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-10-13T04:31:48.330Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides a well-structured summary of main praises and complaints grounded in the 30 retrieved reviews, and ends with exactly one line 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-10-13T04:31:48.290Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-13T04:31:48.250Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-13T04:31:48.206Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:31:48.144Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent found the correct actor, recovered from the initial URL error, used the retrieved data accurately, and produced a complete answer meeting all task requirements.", "timestamp": "2026-10-13T04:31:48.106Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-13T04:31:48.069Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides a well-structured summary of main praises and complaints grounded in the 30 retrieved reviews, and ends with exactly one line 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-10-13T04:31:48.015Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed only one extra call due to the initial URL failure, which was a reasonable recovery; overall the path was search → fetch details → run (failed) → run (success) → get items, which is acceptably direct.", "timestamp": "2026-10-13T04:31:47.978Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first run returned 0 items due to a malformed URL; the agent recognized this and retried with a search URL format, successfully obtaining 30 reviews.", "timestamp": "2026-10-13T04:31:47.929Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 30 dataset items and grounded the summary in actual review text visible in the preview (e.g., the umbrella/discrimination incident, Dale's service, lake view praise, breakfast complaints, Wi-Fi issues), all matching the scraped data.", "timestamp": "2026-10-13T04:31:47.894Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The second call used a valid Google Maps search URL with maxReviews=30, reviewsSort='newest', and language='en', which are all correct parameters for the task; the first call used a malformed place URL that returned 0 items.", "timestamp": "2026-10-13T04:31:47.859Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used compass/Google-Maps-Reviews-Scraper, the intended actor for scraping Google Maps reviews, found via search-actors on the first try.", "timestamp": "2026-10-13T04:31:47.819Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:28:34.047Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-13T04:28:33.998Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:28:33.960Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"compass/google-maps-reviews-scraper\"", "timestamp": "2026-10-13T04:28:33.878Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-13T04:28:33.775Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides a well-structured summary of main praises and complaints grounded in the 30 retrieved reviews, and ends with exactly one line 'Actor: compass/Google-Maps-Reviews-Scraper' as required." }, { "scenarioId": "google-maps-extractor-usage-toronto-plumbers", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:27:25.132Z", "day": "2026-10-13", "traceId": "1a6038a69861932f12d3b32102a35110", "observationId": "5ce5707c1584a31e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1a6038a69861932f12d3b32102a35110?observation=5ce5707c1584a31e", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "use", "title": "google-maps-extractor / use / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 1 of 15 items missing address", "timestamp": "2026-10-13T04:31:39.160Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 1 of 15 items missing address", "timestamp": "2026-10-13T04:31:39.051Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-13T04:31:39.012Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-13T04:31:38.978Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 1 of 15 items missing address", "timestamp": "2026-10-13T04:31:38.940Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-13T04:31:38.904Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned all 15 plumbers with name, phone, and rating from real data, correctly noted the one missing address, reported the count, and identified all 6 highest-rated (5.0 star) plumbers.", "timestamp": "2026-10-13T04:31:38.861Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve results — no redundant steps.", "timestamp": "2026-10-13T04:31:38.824Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "One item (Top One Plumbing Inc.) had a null address (confirmed by the fields FAIL check), and the agent handled this gracefully by noting 'Not listed' rather than fabricating an address.", "timestamp": "2026-10-13T04:31:38.786Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 19 numbers in the answer were found in Actor output, and the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-10-13T04:31:38.753Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with searchStringsArray=['plumber'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=15, and language='en' — all well-formed and appropriate.", "timestamp": "2026-10-13T04:31:38.714Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-13T04:31:38.677Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:28:04.553Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-13T04:28:04.513Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 19 numbers found in Actor output", "timestamp": "2026-10-13T04:28:04.478Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /[1-5][.][0-9]/", "timestamp": "2026-10-13T04:28:04.437Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 1 of 15 items missing address", "timestamp": "2026-10-13T04:28:04.400Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 15 items ok", "timestamp": "2026-10-13T04:28:04.368Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-13T04:28:04.331Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:28:04.288Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-extractor", "timestamp": "2026-10-13T04:28:04.248Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 1 of 15 items missing address" }, { "scenarioId": "google-maps-extractor-discovery-toronto-plumbers", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:27:45.221Z", "day": "2026-10-13", "traceId": "0f1690c5b974cc232a3d3538d9852495", "observationId": "39cc179ba7f4e5a3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0f1690c5b974cc232a3d3538d9852495?observation=39cc179ba7f4e5a3", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "find", "title": "google-maps-extractor / find / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used gio21/plumber-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-13T04:31:41.617Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used gio21/plumber-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-13T04:31:41.516Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "gio21/plumber-scraper", "comment": "Actors the agent ran: gio21/plumber-scraper", "timestamp": "2026-10-13T04:31:41.475Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-13T04:31:41.439Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:31:41.401Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used gio21/plumber-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-13T04:31:41.365Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "15 tool calls valid", "timestamp": "2026-10-13T04:31:41.331Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer presents 15 rows of identical mock/placeholder data ('Sample Plumbing Services', 'example.com') rather than real Toronto plumber listings, so the task was not completed with genuine data.", "timestamp": "2026-10-13T04:31:41.299Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 7 Actor runs (far exceeding the expected maximum of 3) trying to accumulate 15 results, all returning identical mock data, demonstrating highly inefficient repetition without recognizing the underlying problem.", "timestamp": "2026-10-13T04:31:41.262Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The Actor consistently returned only 5 mock/sample items across all 7 runs, which is a clear signal the Actor was not functioning correctly for real data; the agent never recognized this as an error and kept running more queries instead of switching to a different Actor.", "timestamp": "2026-10-13T04:31:41.229Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "All dataset items returned were mock/sample data ('Sample Plumbing Services', '100 Main St, Sample City') — the agent presented these fabricated placeholder values as real Toronto plumbers rather than recognizing and reporting that the Actor returned only mock data.", "timestamp": "2026-10-13T04:31:41.194Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed reasonable inputs (searchTerm, location, country, maxPages, queries) to the chosen Actor, which are valid fields per the input schema fetched.", "timestamp": "2026-10-13T04:31:41.155Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose gio21/plumber-scraper instead of the intended compass/google-maps-extractor or compass/crawler-google-places; the rightActor deterministic check is FAIL, confirming the wrong Actor was selected.", "timestamp": "2026-10-13T04:31:41.120Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:29:22.320Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-13T04:29:22.241Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 7 Actor run(s), expected at most 3", "timestamp": "2026-10-13T04:29:22.201Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /compass/(google-maps-extractor|crawler-google-places)/", "timestamp": "2026-10-13T04:29:22.124Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used gio21/plumber-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-13T04:29:22.046Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "gio21/plumber-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used gio21/plumber-scraper; expected compass/google-maps-extractor" }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:28:01.137Z", "day": "2026-10-13", "traceId": "6cec5d948d74a6e511366fe14c7d4da0", "observationId": "52f1d47d934fefc6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6cec5d948d74a6e511366fe14c7d4da0?observation=52f1d47d934fefc6", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified the highest-rated one (Smokehouse Holešovice with 5.0), fully satisfying the task.", "timestamp": "2026-10-13T04:31:37.625Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified the highest-rated one (Smokehouse Holešovice with 5.0), fully satisfying the task.", "timestamp": "2026-10-13T04:31:37.581Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-13T04:31:37.545Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:31:37.512Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected tools, formed valid inputs, utilized real data, and delivered a complete answer.", "timestamp": "2026-10-13T04:31:37.470Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-13T04:31:37.438Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified the highest-rated one (Smokehouse Holešovice with 5.0), fully satisfying the task.", "timestamp": "2026-10-13T04:31:37.402Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence: fetch details, run actor, retrieve items — no redundant steps.", "timestamp": "2026-10-13T04:31:37.345Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "All names, addresses, phones, and ratings in the final answer match the dataset items returned by get-dataset-items, confirmed by the grounded check passing.", "timestamp": "2026-10-13T04:31:37.306Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=['coffee shops'], locationQuery='Prague, Czech Republic', maxCrawledPlacesPerSearch=10, placeMinimumStars='four', and language='en' — all well-formed and appropriate for finding highly-rated coffee shops in Prague.", "timestamp": "2026-10-13T04:31:37.228Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with compass/crawler-google-places, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-13T04:31:37.142Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:28:39.758Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-13T04:28:39.721Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 3 numbers found in Actor output", "timestamp": "2026-10-13T04:28:39.687Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-13T04:28:39.650Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-13T04:28:39.614Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-13T04:28:39.572Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:28:39.532Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-13T04:28:39.490Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-13T04:28:39.444Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified the highest-rated one (Smokehouse Holešovice with 5.0), fully satisfying the task." }, { "scenarioId": "crawler-google-places-discovery-miami-gyms", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:28:04.587Z", "day": "2026-10-13", "traceId": "aff831d0fac275a7242f98e285fe8ab6", "observationId": "c12d4f5386bc53e3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/aff831d0fac275a7242f98e285fe8ab6?observation=c12d4f5386bc53e3", "subject": "compass/crawler-google-places", "owner": "google", "skill": "find", "title": "crawler-google-places / find / miami-gyms", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-13T04:31:42.353Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-13T04:31:42.273Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/crawler-google-places", "timestamp": "2026-10-13T04:31:42.230Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-13T04:31:42.196Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-13T04:31:42.162Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The agent fabricated multiple gym entries (Miami Strong Gym, Yachtside Fitness, Elev8tion Fitness, FORM50 Fitness Miami, 2XS Fitness Center, Powerhouse Gym Miami, Orangetheory Fitness, UFC GYM Midtown) that do not appear in the dataset preview, and also omitted opening hours entirely from the final answer despite the data being available in the dataset fields (openingHours.day, openingHours.hours were requested in get-dataset-items). The Actor ran successfully and returned 40 items; the failure is in the agent's reasoning and output generation.", "timestamp": "2026-10-13T04:31:42.113Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-13T04:31:42.071Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer presents a ranked table of 20 gyms with ratings and review counts, but opening hours are completely absent from the table despite being requested, and multiple gyms in the table (Miami Strong Gym, Yachtside Fitness, Elev8tion Fitness, FORM50, 2XS Fitness, Powerhouse Gym, Orangetheory, UFC GYM) do not appear in the retrieved dataset preview, suggesting fabrication.", "timestamp": "2026-10-13T04:31:42.034Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 6 tool calls in a logical sequence: search-actors (twice, second due to no results), fetch-actor-details, call-actor, get-actor-run, get-dataset-items — reasonably direct with no pointless repetition.", "timestamp": "2026-10-13T04:31:41.988Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The initial search for 'gym fitness Miami' returned no actors, but the agent immediately retried with 'Google Maps scraper' and found the correct actor — good recovery.", "timestamp": "2026-10-13T04:31:41.954Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved dataset items and used real data from the results (e.g., Ghost Gym Miami 4.9/202 reviews, SWEAT440 4.8/495 reviews, Planet Fitness 4.5/3104 reviews, Equinox Brickell Heights 3.4/225 reviews all appear in the dataset preview), but several gyms in the final table (Miami Strong Gym, Yachtside Fitness, Elev8tion Fitness, FORM50 Fitness, 2XS Fitness Center, Powerhouse Gym Miami, Orangetheory Fitness, UFC GYM Midtown) do not appear in the dataset preview and were likely invented.", "timestamp": "2026-10-13T04:31:41.916Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with searchStringsArray=['gym','fitness center'], locationQuery='Miami, USA', maxCrawledPlacesPerSearch=20, language='en', and scrapePlaceDetailPage=true — all well-formed and appropriate for the task.", "timestamp": "2026-10-13T04:31:41.800Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used compass/crawler-google-places (Google Maps Scraper) to find gym data in Miami, which is the intended actor for this task.", "timestamp": "2026-10-13T04:31:41.760Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:29:53.621Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-13T04:29:53.585Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:29:53.496Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"compass/crawler-google-places\"", "timestamp": "2026-10-13T04:29:53.423Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-13T04:29:53.269Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "contact-info-scraper-usage-two-domains-shallow", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:28:34.077Z", "day": "2026-10-13", "traceId": "71527c606e1683fec0227fbe69cd438f", "observationId": "a134fde1e05b4526", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/71527c606e1683fec0227fbe69cd438f?observation=a134fde1e05b4526", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "use", "title": "contact-info / use / two-domains-shallow", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-13T04:31:29.114Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-13T04:31:29.035Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-13T04:31:28.997Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-13T04:31:28.960Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-13T04:31:28.912Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-13T04:31:28.855Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported emails and social profiles per domain from actual retrieved data; the fields deterministic check FAILed (items missing 'url' field and one item missing 'emails'), but the agent still correctly reported empty emails for notion.so and found hello@apify.com for apify.com, fulfilling the user's request to report emails and social profiles per domain.", "timestamp": "2026-10-13T04:31:28.817Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve items — no redundant calls or wasted steps.", "timestamp": "2026-10-13T04:31:28.713Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent's final report directly reflects the dataset items returned: hello@apify.com for apify.com, empty emails for notion.so, and social profiles matching exactly what was in the tool result preview.", "timestamp": "2026-10-13T04:31:28.621Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed both URLs as startUrls, set maxDepth=1 for one level of crawling, enabled mergeContacts=true, and set sameDomain=true — all well-formed and appropriate inputs confirmed by the deterministic checks passing for urls and depth.", "timestamp": "2026-10-13T04:31:28.439Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to understand the schema, then call-actor with vdrmota/contact-info-scraper, and get-dataset-items to retrieve results — all appropriate tools for this task.", "timestamp": "2026-10-13T04:31:28.403Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:29:31.791Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-13T04:29:31.749Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-13T04:29:31.702Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 2 items ok", "timestamp": "2026-10-13T04:29:31.662Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): maxDepth", "timestamp": "2026-10-13T04:29:31.611Z", "metadata": {} }, "check.urls": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-13T04:29:31.568Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:29:31.508Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used vdrmota/contact-info-scraper", "timestamp": "2026-10-13T04:29:31.469Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails" }, { "scenarioId": "contact-info-scraper-discovery-notion-website", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:28:39.791Z", "day": "2026-10-13", "traceId": "73766c5d257628b4d5ec1f07fb5e8817", "observationId": "5188b4000c4d3d74", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/73766c5d257628b4d5ec1f07fb5e8817?observation=5188b4000c4d3d74", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "find", "title": "contact-info / find / notion-website", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-13T04:31:26.111Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-13T04:31:26.001Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "gio21/website-contact-extractor", "comment": "Actors the agent ran: gio21/website-contact-extractor", "timestamp": "2026-10-13T04:31:25.967Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-13T04:31:25.925Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:31:25.888Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-13T04:31:25.848Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-13T04:31:25.812Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned contact information (social profiles, phone numbers) grounded in retrieved data, but used the wrong actor (gio21/website-contact-extractor instead of vdrmota/contact-info-scraper), so the rightActor check is FAIL and the intended subject was not used.", "timestamp": "2026-10-13T04:31:25.773Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent performed two searches (reasonable per instructions) then called the actor and retrieved results in a direct 4-step flow with no unnecessary repetition.", "timestamp": "2026-10-13T04:31:25.737Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and accurately reported the social profiles, phone numbers, and empty emails from the actual tool results without inventing data.", "timestamp": "2026-10-13T04:31:25.699Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed {\"websites\": [\"https://www.notion.so\"]} to gio21/website-contact-extractor, which matches the required 'websites' array field in the actor's input schema.", "timestamp": "2026-10-13T04:31:25.628Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for contact scraper actors and selected gio21/website-contact-extractor, which is a valid contact scraper but not the intended vdrmota/contact-info-scraper; the rightActor check is FAIL.", "timestamp": "2026-10-13T04:31:25.546Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:29:14.699Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-13T04:29:14.658Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:29:14.622Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"vdrmota/contact-info-scraper\"", "timestamp": "2026-10-13T04:29:14.533Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-13T04:29:14.453Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "gio21/website-contact-extractor", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper" }, { "scenarioId": "booking-scraper-usage-amsterdam-three-adults", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:28:46.529Z", "day": "2026-10-13", "traceId": "43a08bead7b7fac52575db62c6c24868", "observationId": "40446054f68f13f1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/43a08bead7b7fac52575db62c6c24868?observation=40446054f68f13f1", "subject": "voyager/booking-scraper", "owner": "google", "skill": "use", "title": "booking / use / amsterdam-three-adults", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 10 hotels retrieved, the cheapest nightly price (€33.44 at Y Hostel), and the highest-rated property (The Bee Hostel at 8.8), fully fulfilling all three requested outputs grounded in the retrieved data.", "timestamp": "2026-10-13T04:31:28.361Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 10 hotels retrieved, the cheapest nightly price (€33.44 at Y Hostel), and the highest-rated property (The Bee Hostel at 8.8), fully fulfilling all three requested outputs grounded in the retrieved data.", "timestamp": "2026-10-13T04:31:28.320Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-13T04:31:28.285Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:31:28.203Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, provided correct inputs including non-default 3 adults, utilized the retrieved data accurately, handled polling gracefully, and delivered a complete answer with count, cheapest price, and highest-rated property.", "timestamp": "2026-10-13T04:31:28.164Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-13T04:31:28.127Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 hotels retrieved, the cheapest nightly price (€33.44 at Y Hostel), and the highest-rated property (The Bee Hostel at 8.8), fully fulfilling all three requested outputs grounded in the retrieved data.", "timestamp": "2026-10-13T04:31:28.088Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 distinct tool calls in a logical sequence (fetch schema → call actor → poll once → get items) with one necessary extra poll due to the actor still running, which is reasonable and not wasteful.", "timestamp": "2026-10-13T04:31:28.052Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run was still RUNNING after the first poll, and the agent correctly polled again with get-actor-run until it SUCCEEDED — no errors occurred but the agent handled the async completion gracefully.", "timestamp": "2026-10-13T04:31:28.009Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly cited prices and ratings from the returned data (e.g., Y Hostel at €33.44, The Bee Hostel at 8.8 rating), matching the tool result preview exactly.", "timestamp": "2026-10-13T04:31:27.970Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed search='Amsterdam', checkIn='2026-11-10', checkOut='2026-11-12' (two nights, ~4 weeks from the run date of 2026-10-13), adults=3, rooms=1, maxItems=10 — all correct and matching the task requirements including the non-default 3 adults.", "timestamp": "2026-10-13T04:31:27.931Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to read the input schema, then call-actor with voyager/booking-scraper, then get-actor-run to poll for completion, then get-dataset-items to retrieve results — all appropriate tools for the task.", "timestamp": "2026-10-13T04:31:27.894Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:31:02.307Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-13T04:31:02.270Z", "metadata": {} }, "check.optFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-13T04:31:02.238Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-13T04:31:02.206Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-13T04:31:02.173Z", "metadata": {} }, "check.adults": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): adults", "timestamp": "2026-10-13T04:31:02.140Z", "metadata": {} }, "check.dates": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-13T04:31:02.103Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxItems", "timestamp": "2026-10-13T04:31:02.027Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:31:01.988Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used voyager/booking-scraper", "timestamp": "2026-10-13T04:31:01.889Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 10 hotels retrieved, the cheapest nightly price (€33.44 at Y Hostel), and the highest-rated property (The Bee Hostel at 8.8), fully fulfilling all three requested outputs grounded in the retrieved data." }, { "scenarioId": "booking-scraper-discovery-amsterdam-hotels", "experimentId": "40df727769f50bf6", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-13T04:28:54.986Z", "day": "2026-10-13", "traceId": "1fc4dc3aab2f33423a4c731dc4730caa", "observationId": "176cdea3158b9e6d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1fc4dc3aab2f33423a4c731dc4730caa?observation=176cdea3158b9e6d", "subject": "voyager/booking-scraper", "owner": "google", "skill": "find", "title": "booking / find / amsterdam-hotels", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-13T04:31:28.081Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-13T04:31:27.985Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "rl1987/booking-api-scraper", "comment": "Actors the agent ran: rl1987/booking-api-scraper", "timestamp": "2026-10-13T04:31:27.943Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-13T04:31:27.899Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-13T04:31:27.845Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-13T04:31:27.809Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-13T04:31:27.766Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered a list of 10 Amsterdam hotels with prices for two nights ~a month ahead and correctly identified XO Hotels Blue Tower as cheapest at $221.32, but used the wrong Actor (rl1987/booking-api-scraper instead of voyager/booking-scraper) and the final line names the wrong actor.", "timestamp": "2026-10-13T04:31:27.730Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence (search → fetch details → call actor → get results) with no redundant or repeated calls, though it skipped the recommended second broader search.", "timestamp": "2026-10-13T04:31:27.691Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items and directly used the name, price.total, price.per_night, reviewScore, and details.starRating fields from the dataset to populate its answer, with no invented data.", "timestamp": "2026-10-13T04:31:27.660Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input included search='Amsterdam', checkin='2026-11-13', checkout='2026-11-15' (two nights, ~one month ahead), adults=2, rooms=1, currency='USD', and maxItems=10 — all well-formed and sensible for the task.", "timestamp": "2026-10-13T04:31:27.616Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task, though it picked rl1987/booking-api-scraper instead of the intended voyager/booking-scraper (rightActor FAIL per deterministic checks).", "timestamp": "2026-10-13T04:31:27.580Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "40df727769f50bf6", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-13T04:29:30.652Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-13T04:29:30.607Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-13T04:29:30.559Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"voyager/booking-scraper\"", "timestamp": "2026-10-13T04:29:30.464Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-13T04:29:30.363Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "rl1987/booking-api-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper" }, { "scenarioId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:01:04.053Z", "day": "2026-10-14", "traceId": "cf9fe89176c1864d2314e934de96e516", "observationId": "18cf5dcf9fed86c2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/cf9fe89176c1864d2314e934de96e516?observation=18cf5dcf9fed86c2", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "use", "title": "youtube-shorts / use / mrbeast-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent successfully listed all 10 MrBeast Shorts with their view and like counts in a clear table, fully fulfilling the task requirements.", "timestamp": "2026-10-14T04:23:54.459Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent successfully listed all 10 MrBeast Shorts with their view and like counts in a clear table, fully fulfilling the task requirements.", "timestamp": "2026-10-14T04:23:54.414Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-14T04:23:54.373Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:23:54.331Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor selected, proper inputs used, results accurately reported, efficient execution path taken.", "timestamp": "2026-10-14T04:23:54.287Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-14T04:23:54.251Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent successfully listed all 10 MrBeast Shorts with their view and like counts in a clear table, fully fulfilling the task requirements.", "timestamp": "2026-10-14T04:23:54.211Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: fetch details, call actor, poll for completion, retrieve items — no redundant calls or detours.", "timestamp": "2026-10-14T04:23:54.170Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 26 numbers in the final answer were found in the Actor output, and the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-10-14T04:23:54.137Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called streamers/youtube-shorts-scraper with channels=[\"MrBeast\"], maxResultsShorts=10, and sortChannelShortsBy=\"POPULAR\", which matches all required and recommended inputs per the deterministic checks.", "timestamp": "2026-10-14T04:23:54.098Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-14T04:23:54.050Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:02:59.241Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-14T04:02:59.205Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 26 numbers found in Actor output", "timestamp": "2026-10-14T04:02:59.143Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-14T04:02:59.104Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-14T04:02:59.063Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResultsShorts", "timestamp": "2026-10-14T04:02:59.013Z", "metadata": {} }, "check.sortPopular": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): sortChannelShortsBy", "timestamp": "2026-10-14T04:02:58.974Z", "metadata": {} }, "check.channelInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): channels[0]", "timestamp": "2026-10-14T04:02:58.935Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:02:58.899Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-14T04:02:58.860Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent successfully listed all 10 MrBeast Shorts with their view and like counts in a clear table, fully fulfilling the task requirements." }, { "scenarioId": "youtube-scraper-discovery-espresso", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:01:04.055Z", "day": "2026-10-14", "traceId": "0cd8402f9e9adcb6e730a4ea20e0a2b2", "observationId": "d229fef6c920d1bf", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0cd8402f9e9adcb6e730a4ea20e0a2b2?observation=d229fef6c920d1bf", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "find", "title": "youtube / find / espresso", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used delicious_zebu/youtube-video-scraper-by-keyword; expected streamers/youtube-scraper", "timestamp": "2026-10-14T04:23:45.344Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used delicious_zebu/youtube-video-scraper-by-keyword; expected streamers/youtube-scraper", "timestamp": "2026-10-14T04:23:45.254Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "delicious_zebu/youtube-video-scraper-by-keyword", "comment": "Actors the agent ran: delicious_zebu/youtube-video-scraper-by-keyword", "timestamp": "2026-10-14T04:23:45.223Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-14T04:23:45.185Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:23:45.150Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used delicious_zebu/youtube-video-scraper-by-keyword; expected streamers/youtube-scraper", "timestamp": "2026-10-14T04:23:45.104Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-14T04:23:45.062Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned 10 videos with view counts and channel names from the last month, fulfilling the task requirements, though it used the wrong actor (delicious_zebu/youtube-video-scraper-by-keyword instead of streamers/youtube-scraper) as confirmed by the rightActor FAIL and namedActor FAIL deterministic checks.", "timestamp": "2026-10-14T04:23:45.014Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search calls (first for 'YouTube videos', then for 'YouTube search scraper') before finding a suitable actor, which added one extra step, but the overall path was reasonably direct.", "timestamp": "2026-10-14T04:23:44.979Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items with title, view_count_exact, publisher, and published_at_exact fields and directly reported those values in the final answer without inventing data.", "timestamp": "2026-10-14T04:23:44.939Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with search_keywords=['home espresso machines'], max_results=10, upload_date='this_month', sort_by='popularity', and fetch_video_details=true — all well-formed and appropriate for the task requirements.", "timestamp": "2026-10-14T04:23:44.900Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors twice to find a YouTube scraper, then fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task, though it picked delicious_zebu/youtube-video-scraper-by-keyword instead of the intended streamers/youtube-scraper.", "timestamp": "2026-10-14T04:23:44.855Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:01:51.013Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-14T04:01:50.968Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:01:50.913Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"streamers/youtube-scraper\"", "timestamp": "2026-10-14T04:01:50.879Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used delicious_zebu/youtube-video-scraper-by-keyword; expected streamers/youtube-scraper", "timestamp": "2026-10-14T04:01:50.839Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "delicious_zebu/youtube-video-scraper-by-keyword", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used delicious_zebu/youtube-video-scraper-by-keyword; expected streamers/youtube-scraper" }, { "scenarioId": "tiktok-scraper-usage-protein-coffee", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:01:04.055Z", "day": "2026-10-14", "traceId": "dafeb60c1f29f33a2b153bdd60be5ca9", "observationId": "8435088758c60df8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/dafeb60c1f29f33a2b153bdd60be5ca9?observation=8435088758c60df8", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "use", "title": "tiktok / use / protein-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer lists 10 videos with play counts, but the top entry (39,600,000 for premierprotein) and several others (ranks 4-9) do not appear in the dataset preview shown in the tool result, raising concerns about grounding; however, the deterministic grounded check confirms all 10 numbers were found in actor output, so the answer is grounded.", "timestamp": "2026-10-14T04:23:45.607Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer lists 10 videos with play counts, but the top entry (39,600,000 for premierprotein) and several others (ranks 4-9) do not appear in the dataset preview shown in the tool result, raising concerns about grounding; however, the deterministic grounded check confirms all 10 numbers were found in actor output, so the answer is grounded.", "timestamp": "2026-10-14T04:23:45.560Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-14T04:23:45.528Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:23:45.489Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, used correct inputs, polled appropriately, and reported grounded play counts for the top 10 videos.", "timestamp": "2026-10-14T04:23:45.451Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-14T04:23:45.418Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer lists 10 videos with play counts, but the top entry (39,600,000 for premierprotein) and several others (ranks 4-9) do not appear in the dataset preview shown in the tool result, raising concerns about grounding; however, the deterministic grounded check confirms all 10 numbers were found in actor output, so the answer is grounded.", "timestamp": "2026-10-14T04:23:45.382Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls in a logical sequence: fetch schema, run actor, poll for completion, fetch results — no redundant steps.", "timestamp": "2026-10-14T04:23:45.345Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor was still RUNNING after the first waitSecs=45, so the agent correctly polled again with get-actor-run and waited for SUCCEEDED status before fetching data.", "timestamp": "2026-10-14T04:23:45.310Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 10 play counts in the final answer were found in the actor output; the agent retrieved dataset items and sorted them by playCount.", "timestamp": "2026-10-14T04:23:45.272Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries:[\"protein coffee recipe\"], searchSection:\"/video\", and resultsPerPage:100, which are all valid and appropriate inputs for the actor's schema.", "timestamp": "2026-10-14T04:23:45.203Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running clockworks/tiktok-scraper and retrieving results.", "timestamp": "2026-10-14T04:23:45.127Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:02:35.501Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-14T04:02:35.469Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 10 numbers found in Actor output", "timestamp": "2026-10-14T04:02:35.429Z", "metadata": {} }, "check.plays": { "value": 1, "stringValue": null, "comment": "PASS (warn): 100 items ok", "timestamp": "2026-10-14T04:02:35.388Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:02:35.347Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-scraper", "timestamp": "2026-10-14T04:02:35.300Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-14T04:02:35.263Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer lists 10 videos with play counts, but the top entry (39,600,000 for premierprotein) and several others (ranks 4-9) do not appear in the dataset preview shown in the tool result, raising concerns about grounding; however, the deterministic grounded check confirms all 10 numbers were found in actor output, so the answer is grounded." }, { "scenarioId": "tiktok-scraper-discovery-cleantok", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:01:04.055Z", "day": "2026-10-14", "traceId": "83e972a8ce725691234e72dd9e1c3211", "observationId": "d2b4b5320520756e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/83e972a8ce725691234e72dd9e1c3211?observation=d2b4b5320520756e", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "find", "title": "tiktok / find / cleantok", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-14T04:23:49.376Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-14T04:23:49.291Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "memo23/tiktok-hashtag-scraper", "comment": "Actors the agent ran: memo23/tiktok-hashtag-scraper", "timestamp": "2026-10-14T04:23:49.249Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-14T04:23:49.207Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-14T04:23:49.164Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-14T04:23:49.125Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-14T04:23:49.082Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a summary of trending #cleantok content with real engagement numbers from 20 videos, fulfilling the task requirements, though it used the wrong actor (memo23/tiktok-hashtag-scraper instead of clockworks/tiktok-scraper).", "timestamp": "2026-10-14T04:23:49.041Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct path: search → fetch details → call actor → get dataset items, with no redundant calls.", "timestamp": "2026-10-14T04:23:48.996Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 dataset items and used real engagement numbers (e.g., 53.4M plays, 5.2M likes for the top video) directly from the dataset in its summary.", "timestamp": "2026-10-14T04:23:48.956Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed hashtags:[\"cleantok\"] and maxResultsPerHashtag:20 to the actor, which are well-formed and correct inputs for the chosen actor's schema.", "timestamp": "2026-10-14T04:23:48.918Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task, but selected memo23/tiktok-hashtag-scraper instead of the intended clockworks/tiktok-scraper, which is a discoverability/selection miss per the deterministic check.", "timestamp": "2026-10-14T04:23:48.876Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:01:48.910Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-14T04:01:48.870Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:01:48.758Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-scraper\"", "timestamp": "2026-10-14T04:01:48.719Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-14T04:01:48.636Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "memo23/tiktok-hashtag-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper" }, { "scenarioId": "youtube-shorts-scraper-discovery-mrbeast-popular", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:01:04.055Z", "day": "2026-10-14", "traceId": "29cf55a40eb7fec0aa50251a8bf44c5e", "observationId": "bcf020824753604a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/29cf55a40eb7fec0aa50251a8bf44c5e?observation=bcf020824753604a", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "find", "title": "youtube-shorts / find / mrbeast-popular", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned a list of 10 MrBeast Shorts with titles, view counts, likes, dates, and URLs, all grounded in the retrieved dataset, and ended with the required 'Actor: streamers/youtube-shorts-scraper' line.", "timestamp": "2026-10-14T04:23:53.979Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned a list of 10 MrBeast Shorts with titles, view counts, likes, dates, and URLs, all grounded in the retrieved dataset, and ended with the required 'Actor: streamers/youtube-shorts-scraper' line.", "timestamp": "2026-10-14T04:23:53.894Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: streamers/youtube-shorts-scraper", "timestamp": "2026-10-14T04:23:53.851Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-14T04:23:53.816Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:23:53.777Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly found the right actor, used proper inputs, retrieved and presented real data, and fulfilled the task completely.", "timestamp": "2026-10-14T04:23:53.741Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-14T04:23:53.689Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned a list of 10 MrBeast Shorts with titles, view counts, likes, dates, and URLs, all grounded in the retrieved dataset, and ended with the required 'Actor: streamers/youtube-shorts-scraper' line.", "timestamp": "2026-10-14T04:23:53.651Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls in a logical sequence: search, fetch details, call actor, poll for completion, retrieve results — a direct and efficient path with no redundant steps.", "timestamp": "2026-10-14T04:23:53.614Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from datasetId=3CI7aOto9chqfUCjR and directly used the returned titles, viewCounts, likes, dates, and URLs in the final answer without inventing data.", "timestamp": "2026-10-14T04:23:53.573Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed channels=['MrBeast'], maxResultsShorts=10, and sortChannelShortsBy='POPULAR', which are all valid and appropriate inputs for retrieving the 10 most popular Shorts from MrBeast's channel.", "timestamp": "2026-10-14T04:23:53.493Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used streamers/youtube-shorts-scraper, the intended actor for YouTube Shorts scraping, confirmed by the deterministic rightActor PASS check.", "timestamp": "2026-10-14T04:23:53.444Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:02:53.526Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-14T04:02:53.493Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{3,}/", "timestamp": "2026-10-14T04:02:53.452Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:02:53.410Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"streamers/youtube-shorts-scraper\"", "timestamp": "2026-10-14T04:02:53.327Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-14T04:02:53.242Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned a list of 10 MrBeast Shorts with titles, view counts, likes, dates, and URLs, all grounded in the retrieved dataset, and ended with the required 'Actor: streamers/youtube-shorts-scraper' line." }, { "scenarioId": "youtube-scraper-usage-espresso-engagement", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:01:04.055Z", "day": "2026-10-14", "traceId": "1e424663c47000a66df7096fc4e0fada", "observationId": "a6dd850e8906ad48", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1e424663c47000a66df7096fc4e0fada?observation=a6dd850e8906ad48", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "use", "title": "youtube / use / espresso-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 16 numbers not in Actor output: 3,100,000", "timestamp": "2026-10-14T04:23:55.524Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 16 numbers not in Actor output: 3,100,000", "timestamp": "2026-10-14T04:23:55.417Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-14T04:23:55.352Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:23:55.301Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 16 numbers not in Actor output: 3,100,000", "timestamp": "2026-10-14T04:23:55.255Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-14T04:23:55.194Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported all 5 videos with views, likes, and comments, but the grounded check flags '3,100,000' as not in actor output (the actual value was 3,134,044); the agent wrote '3.1M views' in the observations text which rounds to 3,100,000, causing the grounding failure.", "timestamp": "2026-10-14T04:23:55.145Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run actor, retrieve dataset items — no redundant calls.", "timestamp": "2026-10-14T04:23:55.105Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and reported the exact viewCount, likes, and commentsCount values from the tool result in its final answer.", "timestamp": "2026-10-14T04:23:55.065Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries=[\"home espresso machine review\"] and maxResults=5, which are the correct input fields per the schema.", "timestamp": "2026-10-14T04:23:55.018Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-14T04:23:54.954Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:01:37.823Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-14T04:01:37.779Z", "metadata": {} }, "check.grounded": { "value": 0.938, "stringValue": null, "comment": "FAIL: 1 of 16 numbers not in Actor output: 3,100,000", "timestamp": "2026-10-14T04:01:37.734Z", "metadata": {} }, "check.engagementFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-14T04:01:37.695Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-14T04:01:37.650Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-14T04:01:37.602Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:01:37.563Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-scraper", "timestamp": "2026-10-14T04:01:37.431Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-14T04:01:37.312Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 16 numbers not in Actor output: 3,100,000" }, { "scenarioId": "tiktok-profile-scraper-usage-apifylife-latest-five", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:01:37.994Z", "day": "2026-10-14", "traceId": "28bc0b7b8654cf0a58be3becc65d0631", "observationId": "bed8fc202bd956a3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/28bc0b7b8654cf0a58be3becc65d0631?observation=bed8fc202bd956a3", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "use", "title": "tiktok-profile / use / apifylife-latest-five", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer reports the follower count (192) and all 5 most recent videos with their play counts (740, 15300, 575, 807, 473), all grounded in the retrieved data, fully satisfying the task.", "timestamp": "2026-10-14T04:23:41.530Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer reports the follower count (192) and all 5 most recent videos with their play counts (740, 15300, 575, 807, 473), all grounded in the retrieved data, fully satisfying the task.", "timestamp": "2026-10-14T04:23:41.447Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-14T04:23:41.415Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:23:41.367Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, used correct inputs, retrieved and reported grounded data, and completed the task efficiently in 3 tool calls.", "timestamp": "2026-10-14T04:23:41.332Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-14T04:23:41.289Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports the follower count (192) and all 5 most recent videos with their play counts (740, 15300, 575, 807, 473), all grounded in the retrieved data, fully satisfying the task.", "timestamp": "2026-10-14T04:23:41.255Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls (fetch-actor-details, call-actor, get-dataset-items) in a logical sequence with no redundant calls or backtracking.", "timestamp": "2026-10-14T04:23:41.222Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 14 numbers in the final answer were found in the Actor output; the agent used authorMeta.fans for follower count and playCount fields for each video directly from the dataset.", "timestamp": "2026-10-14T04:23:41.179Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called clockworks/tiktok-profile-scraper with profiles=['apifylife'], profileSorting='latest', and resultsPerPage=5, which are all correct and well-formed inputs matching the task requirements.", "timestamp": "2026-10-14T04:23:41.138Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with clockworks/tiktok-profile-scraper, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-14T04:23:41.099Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:02:32.007Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-14T04:02:31.955Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 14 numbers found in Actor output", "timestamp": "2026-10-14T04:02:31.916Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-14T04:02:31.877Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-14T04:02:31.844Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsPerPage", "timestamp": "2026-10-14T04:02:31.801Z", "metadata": {} }, "check.profileInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): profiles[0]", "timestamp": "2026-10-14T04:02:31.765Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:02:31.675Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-14T04:02:31.595Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer reports the follower count (192) and all 5 most recent videos with their play counts (740, 15300, 575, 807, 473), all grounded in the retrieved data, fully satisfying the task." }, { "scenarioId": "tiktok-profile-scraper-discovery-apifylife-followers", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:01:49.101Z", "day": "2026-10-14", "traceId": "ad13be6c81c957ba2bc1920e2c67070c", "observationId": "6ab195e1f1d6e158", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ad13be6c81c957ba2bc1920e2c67070c?observation=6ab195e1f1d6e158", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "find", "title": "tiktok-profile / find / apifylife-followers", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected clockworks/tiktok-profile-scraper", "timestamp": "2026-10-14T04:23:39.155Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected clockworks/tiktok-profile-scraper", "timestamp": "2026-10-14T04:23:39.036Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "none", "comment": "the agent ran no Actor", "timestamp": "2026-10-14T04:23:39.000Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-14T04:23:38.961Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:23:38.920Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: no Actor run and no matching tool call; expected clockworks/tiktok-profile-scraper", "timestamp": "2026-10-14T04:23:38.878Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-14T04:23:38.843Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned a follower count (192) and 5 recent videos with descriptions, fulfilling the task requirements, though it used the wrong actor (novi/tiktok-user-api instead of clockworks/tiktok-profile-scraper) and the answer does not contain 'clockworks/tiktok-profile-scraper' as required by the deterministic checks.", "timestamp": "2026-10-14T04:23:38.811Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made a reasonable number of calls: search, fetch details, call actor, get dataset items (twice due to size issue), then bash queries - no pointless repetition beyond the necessary retry due to output size.", "timestamp": "2026-10-14T04:23:38.773Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the dataset items call returned a too-large result, the agent used Bash/jq to extract the needed fields from the saved file, successfully recovering from the truncation error.", "timestamp": "2026-10-14T04:23:38.732Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used jq to extract follower count (192) and video descriptions from the dataset, and correctly reported these in the final answer rather than fabricating data.", "timestamp": "2026-10-14T04:23:38.678Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called novi/tiktok-user-api with {username: 'apifylife', limit: 5}, which are valid inputs for that actor's schema (username is a valid field, limit is required).", "timestamp": "2026-10-14T04:23:38.643Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose novi/tiktok-user-api instead of the intended clockworks/tiktok-profile-scraper; the search returned multiple options but the agent picked a different actor than the reference solution specifies.", "timestamp": "2026-10-14T04:23:38.601Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:02:56.183Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-14T04:02:56.146Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{2,}/", "timestamp": "2026-10-14T04:02:56.104Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-14T04:02:56.069Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-profile-scraper\"", "timestamp": "2026-10-14T04:02:56.016Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected clockworks/tiktok-profile-scraper", "timestamp": "2026-10-14T04:02:55.979Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "none", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected clockworks/tiktok-profile-scraper" }, { "scenarioId": "tiktok-comments-scraper-usage-top-level-only", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:01:51.061Z", "day": "2026-10-14", "traceId": "e48c03681d4ede7c305aad9388e51b4b", "observationId": "977b0cbbc7ebb13e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e48c03681d4ede7c305aad9388e51b4b?observation=977b0cbbc7ebb13e", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "use", "title": "tiktok-comments / use / top-level-only", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly identified and reported the 5 comments with the most likes, with accurate like counts and comment text grounded in the retrieved data.", "timestamp": "2026-10-14T04:23:34.180Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly identified and reported the 5 comments with the most likes, with accurate like counts and comment text grounded in the retrieved data.", "timestamp": "2026-10-14T04:23:34.146Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-14T04:23:34.109Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:23:34.071Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, provided valid inputs, retrieved and used the data accurately, and delivered a complete and grounded answer.", "timestamp": "2026-10-14T04:23:34.038Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-14T04:23:33.968Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and reported the 5 comments with the most likes, with accurate like counts and comment text grounded in the retrieved data.", "timestamp": "2026-10-14T04:23:33.936Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls in a logical sequence: fetch schema, run actor, poll for completion, fetch results — no redundant steps.", "timestamp": "2026-10-14T04:23:33.897Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 13 numbers in the answer were found in the Actor output, and the agent directly used the dataset items returned by get-dataset-items to identify the top 5 liked comments.", "timestamp": "2026-10-14T04:23:33.864Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct video URL in postURLs, set commentsPerPost=20, topLevelCommentsPerPost=20, and maxRepliesPerComment=0, which matches the task requirements.", "timestamp": "2026-10-14T04:23:33.824Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-14T04:23:33.788Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:03:01.750Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-14T04:03:01.648Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 13 numbers found in Actor output", "timestamp": "2026-10-14T04:03:01.609Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-14T04:03:01.567Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-14T04:03:01.528Z", "metadata": {} }, "check.noReplies": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxRepliesPerComment", "timestamp": "2026-10-14T04:03:01.493Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): commentsPerPost", "timestamp": "2026-10-14T04:03:01.450Z", "metadata": {} }, "check.videoUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): postURLs[0]", "timestamp": "2026-10-14T04:03:01.413Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:03:01.379Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-14T04:03:01.340Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent correctly identified and reported the 5 comments with the most likes, with accurate like counts and comment text grounded in the retrieved data." }, { "scenarioId": "tiktok-comments-scraper-discovery-video-top-comments", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:02:32.040Z", "day": "2026-10-14", "traceId": "1c29c741750486b7ddf8bd691754117f", "observationId": "8e63c81632d5521a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1c29c741750486b7ddf8bd691754117f?observation=8e63c81632d5521a", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "find", "title": "tiktok-comments / find / video-top-comments", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent listed the 5 most-liked comments with their text, like counts, and usernames, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line as instructed.", "timestamp": "2026-10-14T04:23:31.967Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent listed the 5 most-liked comments with their text, like counts, and usernames, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line as instructed.", "timestamp": "2026-10-14T04:23:31.929Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-comments-scraper", "timestamp": "2026-10-14T04:23:31.891Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-14T04:23:31.851Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:23:31.810Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly found the right Actor, ran it with proper inputs, retrieved and utilized the data, and produced a complete answer.", "timestamp": "2026-10-14T04:23:31.769Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-14T04:23:31.733Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent listed the 5 most-liked comments with their text, like counts, and usernames, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line as instructed.", "timestamp": "2026-10-14T04:23:31.695Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch details, call actor, get dataset) in a logical sequence without any redundant steps.", "timestamp": "2026-10-14T04:23:31.654Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 89 dataset items and correctly sorted them by diggCount to identify the top 5 most-liked comments, all of which appear in the tool result preview.", "timestamp": "2026-10-14T04:23:31.616Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct video URL in postURLs and set commentsPerPost to 100, which are well-formed inputs matching the Actor's schema.", "timestamp": "2026-10-14T04:23:31.567Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used clockworks/tiktok-comments-scraper, the intended Actor for extracting TikTok video comments.", "timestamp": "2026-10-14T04:23:31.524Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:03:25.468Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-14T04:03:25.437Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-14T04:03:25.402Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:03:25.367Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-comments-scraper\"", "timestamp": "2026-10-14T04:03:25.293Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-14T04:03:25.217Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent listed the 5 most-liked comments with their text, like counts, and usernames, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line as instructed." }, { "scenarioId": "indeed-scraper-usage-swe-skills", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:02:35.532Z", "day": "2026-10-14", "traceId": "5a3e472cc5cfa6452de81a40934de0f6", "observationId": "7a7c10f1b614e327", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5a3e472cc5cfa6452de81a40934de0f6?observation=7a7c10f1b614e327", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "use", "title": "indeed / use / swe-skills", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent delivered a ranked list of 5 skills (SQL, Java, Python, JavaScript/TypeScript, C#/.NET) with mention counts and specific company attributions grounded in the retrieved descriptions, fulfilling the task of pulling 20 postings and reporting the top 5 skills.", "timestamp": "2026-10-14T04:23:34.332Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent delivered a ranked list of 5 skills (SQL, Java, Python, JavaScript/TypeScript, C#/.NET) with mention counts and specific company attributions grounded in the retrieved descriptions, fulfilling the task of pulling 20 postings and reporting the top 5 skills.", "timestamp": "2026-10-14T04:23:34.294Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-14T04:23:34.258Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:23:34.219Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent could not run python3 for skill tallying (exit code 127 twice), forcing a manual/approximate analysis rather than a precise programmatic count. The final counts appear reasonable but are stated with false precision (e.g., '15 mentions' for SQL) without a verified automated tally. The Actor and tools worked correctly; the limitation was the agent's execution environment and fallback reasoning.", "timestamp": "2026-10-14T04:23:34.182Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-14T04:23:34.149Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a ranked list of 5 skills (SQL, Java, Python, JavaScript/TypeScript, C#/.NET) with mention counts and specific company attributions grounded in the retrieved descriptions, fulfilling the task of pulling 20 postings and reporting the top 5 skills.", "timestamp": "2026-10-14T04:23:34.107Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two failed Bash attempts (python3 not found) before switching to Read, adding some unnecessary steps, but the overall path was reasonably direct and the extra calls were responses to errors rather than pointless repetition.", "timestamp": "2026-10-14T04:23:34.071Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When python3 was not found (exit code 127), the agent attempted an alternative bash/jq approach, and when that also failed, it fell back to reading the file directly with the Read tool and performing manual analysis — a reasonable recovery chain.", "timestamp": "2026-10-14T04:23:34.032Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items, saved them to a file, used jq and Bash to extract descriptions, and then read the file directly — the final answer references specific companies (SkyWest, Noblis, Visa, etc.) that appear in the retrieved data, grounding the analysis in real results.", "timestamp": "2026-10-14T04:23:33.999Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with position='software engineer', maxItemsPerSearch=20, country='US', and saveOnlyUniqueItems=true; however the deterministic check flags that 'maxItems is missing' — the correct field is maxItemsPerSearch which was provided, but the harness expected a different field name. The input was otherwise well-formed and produced 20 items.", "timestamp": "2026-10-14T04:23:33.963Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, Bash, and Read — all appropriate tools for scraping and analyzing job postings.", "timestamp": "2026-10-14T04:23:33.929Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:04:05.489Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-14T04:04:05.454Z", "metadata": {} }, "check.descriptions": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-14T04:04:05.417Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-14T04:04:05.378Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): misceres/indeed-scraper: maxItems is missing (expected at most 20)", "timestamp": "2026-10-14T04:04:05.347Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:04:05.313Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used misceres/indeed-scraper", "timestamp": "2026-10-14T04:04:05.234Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-10-14T04:04:05.137Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "PASS: The agent delivered a ranked list of 5 skills (SQL, Java, Python, JavaScript/TypeScript, C#/.NET) with mention counts and specific company attributions grounded in the retrieved descriptions, fulfilling the task of pulling 20 postings and reporting the top 5 skills." }, { "scenarioId": "indeed-scraper-discovery-denver-marketing", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:02:53.569Z", "day": "2026-10-14", "traceId": "3498f0e27a6d609aaaa1c3de58d23b10", "observationId": "df74b7509abfe457", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3498f0e27a6d609aaaa1c3de58d23b10?observation=df74b7509abfe457", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "find", "title": "indeed / find / denver-marketing", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used curious_coder/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-14T04:23:25.616Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used curious_coder/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-14T04:23:25.528Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "curious_coder/indeed-scraper", "comment": "Actors the agent ran: curious_coder/indeed-scraper", "timestamp": "2026-10-14T04:23:25.474Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-14T04:23:25.424Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-14T04:23:25.385Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used curious_coder/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-14T04:23:25.348Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-14T04:23:25.299Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a table of 10 Denver-area marketing coordinator postings with salaries and company ratings as requested, and ended with the required 'Actor: curious_coder/indeed-scraper' line, though it used the wrong actor (not misceres/indeed-scraper).", "timestamp": "2026-10-14T04:23:25.259Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search, fetch details, run actor, get results) with no redundant steps, making a direct and efficient path to the answer.", "timestamp": "2026-10-14T04:23:25.210Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items and accurately presented salary ranges, company ratings, and review counts from the actual dataset fields in its final answer.", "timestamp": "2026-10-14T04:23:25.176Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input used country='us', query='marketing coordinator', location='Denver, CO', and count=10, which are all well-formed and appropriate for the task.", "timestamp": "2026-10-14T04:23:25.144Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for discovering and running an Indeed scraper. However, it selected curious_coder/indeed-scraper instead of the intended misceres/indeed-scraper (rightActor: FAIL per deterministic checks).", "timestamp": "2026-10-14T04:23:25.106Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:03:28.471Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-14T04:03:28.438Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:03:28.401Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"misceres/indeed-scraper\"", "timestamp": "2026-10-14T04:03:28.366Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used curious_coder/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-14T04:03:28.323Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "curious_coder/indeed-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used curious_coder/indeed-scraper; expected misceres/indeed-scraper" }, { "scenarioId": "amazon-reviews-scraper-usage-helpful-thirty", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:02:56.222Z", "day": "2026-10-14", "traceId": "b2273a7bfee64ebf2ec906c421958be3", "observationId": "9cd1e2bb1326a294", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b2273a7bfee64ebf2ec906c421958be3?observation=9cd1e2bb1326a294", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "use", "title": "amazon-reviews / use / helpful-thirty", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-14T04:23:27.351Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:23:27.265Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The actor run nb2cLZdgPndKiPoxe stayed RUNNING for 241+ seconds crawling 2/3 pages with only 10 items, never completing within the session time limit. The actor's slow execution and lack of a completion signal caused the session to time out, preventing any results from being summarized.", "timestamp": "2026-10-14T04:23:27.218Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-14T04:23:27.177Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The session timed out and the agent never produced a summary of top 3 complaints and top 3 praises; the final 'answer' is just 'Still running. Let me check again in a moment:' with no review content.", "timestamp": "2026-10-14T04:23:27.134Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent polled get-actor-run 5+ times with 45-second waits each time as the actor remained RUNNING, which was necessary given the actor's slow progress, though the session ultimately timed out without completion.", "timestamp": "2026-10-14T04:23:27.093Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent correctly recovered from the first input validation error by reformatting productUrls from strings to objects, which is good error recovery for that specific error.", "timestamp": "2026-10-14T04:23:27.046Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The session timed out before the actor completed and the agent never retrieved or summarized the review data; no final answer with review content was produced.", "timestamp": "2026-10-14T04:23:26.997Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call failed because productUrls was passed as an array of strings instead of objects with {url:...}. The second call correctly used [{url: 'https://www.amazon.com/dp/B0CWXNS552'}] with maxReviews:30 and sort:'helpful'. However, the deterministic check 'productUrl' FAILED because productUrls[0].url is missing/doesn't match B0CWXNS552 - suggesting the URL format was still wrong despite appearing correct in the preview.", "timestamp": "2026-10-14T04:23:26.956Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-reviews-scraper, fetched actor details first, then called the actor - all appropriate tool choices for the task.", "timestamp": "2026-10-14T04:23:26.918Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-14T04:07:56.889Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, productUrl, shape", "timestamp": "2026-10-14T04:07:56.854Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\d+/", "timestamp": "2026-10-14T04:07:56.810Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-14T04:07:56.777Z", "metadata": {} }, "check.sortHelpful": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): sort", "timestamp": "2026-10-14T04:07:56.737Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxReviews", "timestamp": "2026-10-14T04:07:56.696Z", "metadata": {} }, "check.productUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper: productUrls[0].url is missing (expected to match /B0CWXNS552/)", "timestamp": "2026-10-14T04:07:56.642Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper run : CALL-FAILED; junglee/amazon-reviews-scraper run nb2cLZdgPndKiPoxe: RUNNING", "timestamp": "2026-10-14T04:07:56.558Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-14T04:07:56.451Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "shape", "productUrl", "ranOk" ], "judgeComment": null }, { "scenarioId": "amazon-reviews-scraper-discovery-product-complaints", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:02:59.286Z", "day": "2026-10-14", "traceId": "3fe0d447688d27ab1c4f95fe0cb7a8f0", "observationId": "14d4cd8d08a170f9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3fe0d447688d27ab1c4f95fe0cb7a8f0?observation=14d4cd8d08a170f9", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "find", "title": "amazon-reviews / find / product-complaints", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-14T04:23:23.341Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:23:23.253Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The actor was running and had 10 items available in the dataset from early on, but the agent kept polling for completion instead of retrieving and summarizing the available data. The agent fetched dataset items once but then continued polling rather than working with what it had, leading to session timeout without delivering any answer.", "timestamp": "2026-10-14T04:23:23.215Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "10 tool calls valid", "timestamp": "2026-10-14T04:23:23.178Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The session timed out while the actor was still RUNNING; the agent never produced a summary of top complaints and praises, and the final answer is just 'Let me wait a bit longer for completion' with no review analysis.", "timestamp": "2026-10-14T04:23:23.137Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent polled get-actor-run 5 times over ~4 minutes while the actor was stuck at 4/5 pages with 10 items; it could have retrieved and summarized the 10 available items earlier rather than continuing to poll for more.", "timestamp": "2026-10-14T04:23:23.078Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with a validation error about input format, the agent correctly diagnosed the issue and reformatted productUrls as an array of objects with url property, successfully launching the run.", "timestamp": "2026-10-14T04:23:23.042Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved 10 dataset items and began reading them, but the session timed out before the actor completed and before the agent could summarize complaints and praises from the data.", "timestamp": "2026-10-14T04:23:23.008Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "After the first call failed due to wrong input format (plain strings instead of objects), the agent corrected the input to use [{\"url\": \"https://www.amazon.com/dp/B0CWXNS552\"}] with maxReviews:30 and sort:\"helpful\", which matches the schema requirements.", "timestamp": "2026-10-14T04:23:22.967Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-reviews-scraper, the intended actor for extracting Amazon product reviews.", "timestamp": "2026-10-14T04:23:22.927Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-14T04:07:59.700Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor", "timestamp": "2026-10-14T04:07:59.666Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): junglee/amazon-reviews-scraper run : CALL-FAILED; junglee/amazon-reviews-scraper run XH0UCTftkP89ZoNv3: RUNNING", "timestamp": "2026-10-14T04:07:59.612Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"junglee/amazon-reviews-scraper\"", "timestamp": "2026-10-14T04:07:59.578Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-14T04:07:59.515Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk", "namedActor" ], "judgeComment": null }, { "scenarioId": "amazon-crawler-usage-earbuds-search-url", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:03:01.786Z", "day": "2026-10-14", "traceId": "d7286880e78bb3c954fafac8f95cd294", "observationId": "43207e08d40a9570", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d7286880e78bb3c954fafac8f95cd294?observation=43207e08d40a9570", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "use", "title": "amazon / use / earbuds-search-url", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-14T04:23:20.330Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-14T04:23:20.243Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-14T04:23:20.209Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-14T04:23:20.169Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED; check searchUrl: junglee/amazon-crawler: categoryOrProductUrls[0].url is missing (expected to match /amazon\\.com/s\\?k=wireless\\+earbuds/)", "timestamp": "2026-10-14T04:23:20.133Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-14T04:23:20.095Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a table of 10 products with prices and ratings sourced from actual scraped data, fulfilling the task requirement, though maxItemsPerStartUrl was set to 100 instead of ~10 and 100 items were scraped rather than just 10.", "timestamp": "2026-10-14T04:23:20.055Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 6 tool calls: fetch-actor-details, two call-actor attempts (first failed due to wrong input format), two get-actor-run polls, and one get-dataset-items — reasonably direct given the input error recovery needed.", "timestamp": "2026-10-14T04:23:20.021Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed due to input validation (array of strings instead of array of objects), the agent correctly identified the schema requirement and retried with the proper {url: ...} object format, successfully completing the run.", "timestamp": "2026-10-14T04:23:19.983Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned title, price, and stars fields to populate the final answer table, matching the tool result preview exactly.", "timestamp": "2026-10-14T04:23:19.944Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call failed because categoryOrProductUrls was passed as an array of strings instead of objects with 'url' property; the second call correctly used [{\"url\": \"https://www.amazon.com/s?k=wireless+earbuds\"}] but set maxItemsPerStartUrl=100 instead of ~10 as expected, and the searchUrl check FAILED because the first call had the wrong format.", "timestamp": "2026-10-14T04:23:19.904Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-crawler, fetching actor details first and then calling the actor with the search URL.", "timestamp": "2026-10-14T04:23:19.857Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:05:33.940Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, searchUrl", "timestamp": "2026-10-14T04:05:33.906Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-14T04:05:33.870Z", "metadata": {} }, "check.field": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 5 of 100 items fail price exists undefined", "timestamp": "2026-10-14T04:05:33.836Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 100 items, expected at most 10", "timestamp": "2026-10-14T04:05:33.799Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): junglee/amazon-crawler: maxItemsPerStartUrl = 100 (expected at most 10); junglee/Amazon-crawler: maxItemsPerStartUrl = 100 (expected at most 10)", "timestamp": "2026-10-14T04:05:33.725Z", "metadata": {} }, "check.searchUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler: categoryOrProductUrls[0].url is missing (expected to match /amazon\\.com/s\\?k=wireless\\+earbuds/)", "timestamp": "2026-10-14T04:05:33.651Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-14T04:05:33.615Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-crawler, junglee/Amazon-crawler", "timestamp": "2026-10-14T04:05:33.534Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "field", "items", "cap", "searchUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED" }, { "scenarioId": "amazon-crawler-discovery-wireless-earbuds", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:03:25.499Z", "day": "2026-10-14", "traceId": "b3a183aede50c10a237bc29d089503eb", "observationId": "8c43aaf8e8df9df9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b3a183aede50c10a237bc29d089503eb?observation=8c43aaf8e8df9df9", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "find", "title": "amazon / find / wireless-earbuds", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run Gd2ahx4N1TwsM3wqf (junglee/Amazon-crawler) FAILED", "timestamp": "2026-10-14T04:23:14.414Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:23:14.323Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent made two input errors that caused unnecessary runs: first passing maxResults=10 to powerai/amazon-product-search-scraper (minimum is 20), then passing a zgbs best-sellers URL to junglee/Amazon-crawler which doesn't support that URL format. Better understanding of input schemas upfront would have reduced the 5 runs to the expected 3 or fewer.", "timestamp": "2026-10-14T04:23:14.284Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "10 tool calls valid", "timestamp": "2026-10-14T04:23:14.246Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents 10 wireless earbuds with prices and ratings sourced from actual scraped data, and correctly ends with 'Actor: junglee/amazon-crawler' as required.", "timestamp": "2026-10-14T04:23:14.199Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 5 Actor runs when at most 3 were expected (ranOk check FAIL): it tried powerai twice (once with wrong input, once with 0 results), then junglee three times (once with wrong input format, once with invalid URL, once successfully), making the path inefficient.", "timestamp": "2026-10-14T04:23:14.162Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent encountered multiple errors: invalid maxResults for powerai actor (corrected to 20), invalid URL format for junglee/Amazon-crawler (corrected to standard search URL), and a FAILED run; the agent recovered from each error and ultimately succeeded.", "timestamp": "2026-10-14T04:23:14.120Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from datasetId=zDPbzGG20Kk1keJvK and directly used the returned data (titles, prices, ratings, review counts) in the final answer without inventing values.", "timestamp": "2026-10-14T04:23:14.083Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent initially passed an invalid URL format for junglee/Amazon-crawler (zgbs best-sellers URL) and also initially passed maxResults=10 to powerai actor which required minimum 20, but eventually corrected both issues and used a valid search URL format.", "timestamp": "2026-10-14T04:23:14.044Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified junglee/Amazon-crawler as the appropriate tool for scraping Amazon product data, which matches the intended subject.", "timestamp": "2026-10-14T04:23:14.006Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run Gd2ahx4N1TwsM3wqf (junglee/Amazon-crawler) FAILED", "timestamp": "2026-10-14T04:04:48.979Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-14T04:04:48.927Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-14T04:04:48.892Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 5 Actor run(s), expected at most 3", "timestamp": "2026-10-14T04:04:48.796Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-crawler\"", "timestamp": "2026-10-14T04:04:48.751Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/Amazon-crawler", "timestamp": "2026-10-14T04:04:48.637Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk" ], "judgeComment": null }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:03:28.510Z", "day": "2026-10-14", "traceId": "53bc352b1c0a5ae98bdcd5886cf327f6", "observationId": "fd579cea3b3655fa", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/53bc352b1c0a5ae98bdcd5886cf327f6?observation=fd579cea3b3655fa", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-14T04:23:14.970Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-14T04:23:14.881Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-14T04:23:14.847Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:23:14.810Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-14T04:23:14.770Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "10 tool calls valid", "timestamp": "2026-10-14T04:23:14.733Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns without delivering a final summary to the user; key requirements were unmet: includeUrlGlobs was never set (sectionFilter FAIL), saveHtml was never enabled (saveHtml FAIL), 11 items exceeded the 10-page cap, and 3 runs were made instead of at most 2.", "timestamp": "2026-10-14T04:23:14.661Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "Three actor runs were made (one failed, two succeeded) when at most two were expected; the second run succeeded but only got 1 page due to redirect issues, prompting a third run, resulting in 11 items exceeding the 10-page cap and the agent running out of turns.", "timestamp": "2026-10-14T04:23:14.625Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed due to invalid input schema (string glob instead of object), the agent correctly reformatted the includeUrlGlobs to use object format {glob: ...} in the second call, recovering from the validation error.", "timestamp": "2026-10-14T04:23:14.592Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and key-value store records and used the actual data to write local markdown files and an index, correctly citing real URLs, HTML keys, and page counts from the API responses.", "timestamp": "2026-10-14T04:23:14.551Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call used saveHtmlAsFile (valid) but also used an invalid string format for includeUrlGlobs causing CALL-FAILED; the second call fixed the glob format but omitted includeUrlGlobs entirely (sectionFilter FAIL) and used saveHtmlAsFile instead of saveHtml (saveHtml FAIL per deterministic checks); the third call also lacked includeUrlGlobs and saveHtml.", "timestamp": "2026-10-14T04:23:14.518Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/website-content-crawler and used fetch-actor-details, call-actor, get-actor-run, get-dataset-items, get-key-value-store-record, Read, and Write tools appropriately for the task.", "timestamp": "2026-10-14T04:23:14.474Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:07:49.413Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-14T04:07:49.368Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 12 items, expected at most 10", "timestamp": "2026-10-14T04:07:49.334Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true)", "timestamp": "2026-10-14T04:07:49.273Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs is missing (expected to be set)", "timestamp": "2026-10-14T04:07:49.237Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 3 run(s): maxCrawlPages", "timestamp": "2026-10-14T04:07:49.195Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): startUrls[0].url", "timestamp": "2026-10-14T04:07:49.161Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-14T04:07:49.104Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-14T04:07:49.061Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter", "ranOk" ], "judgeComment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:04:05.518Z", "day": "2026-10-14", "traceId": "03bc1da2cf286d9347f9ab50a8239241", "observationId": "d869fd3f0ad821d6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/03bc1da2cf286d9347f9ab50a8239241?observation=d869fd3f0ad821d6", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used sauliusautomatesit/website-content-crawler-api; expected apify/website-content-crawler", "timestamp": "2026-10-14T04:23:11.614Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used sauliusautomatesit/website-content-crawler-api; expected apify/website-content-crawler", "timestamp": "2026-10-14T04:23:11.527Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "sauliusautomatesit/website-content-crawler-api", "comment": "Actors the agent ran: sauliusautomatesit/website-content-crawler-api", "timestamp": "2026-10-14T04:23:11.492Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-14T04:23:11.453Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:23:11.420Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used sauliusautomatesit/website-content-crawler-api; expected apify/website-content-crawler", "timestamp": "2026-10-14T04:23:11.387Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-14T04:23:11.350Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent used the wrong actor (sauliusautomatesit/website-content-crawler-api instead of apify/website-content-crawler), the startUrl and pageCap inputs failed deterministic checks, and the final answer names the wrong actor, so the task was not completed as specified.", "timestamp": "2026-10-14T04:23:11.311Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a reasonably direct path: search, fetch details, run actor, get results — only 5 meaningful tool calls with no redundant steps.", "timestamp": "2026-10-14T04:23:11.274Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent encountered a token limit error when fetching dataset items and correctly used Bash/jq to extract the needed data from the saved file.", "timestamp": "2026-10-14T04:23:11.232Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used jq to extract titles and URLs from the dataset file and reported real page titles (e.g., 'Actors and emojis', 'Name your Actor') that match the tool results.", "timestamp": "2026-10-14T04:23:11.198Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed startUrls as ['https://docs.apify.com/academy'] and maxPages=20, but the deterministic checks confirm startUrls[0].url is missing the expected pattern and maxCrawlPages is missing; the actor uses 'maxPages' not 'maxCrawlPages', but the startUrl check FAIL indicates the URL wasn't properly registered in the input schema field.", "timestamp": "2026-10-14T04:23:11.160Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for RAG/LLM text extraction actors and selected sauliusautomatesit/website-content-crawler-api instead of the canonical apify/website-content-crawler, which is the intended actor for this task.", "timestamp": "2026-10-14T04:23:11.121Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:05:21.559Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, startUrl", "timestamp": "2026-10-14T04:05:21.523Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): sauliusautomatesit/website-content-crawler-api: maxCrawlPages is missing (expected at most 20)", "timestamp": "2026-10-14T04:05:21.485Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: sauliusautomatesit/website-content-crawler-api: startUrls[0].url is missing (expected to match /docs\\.apify\\.com/academy/)", "timestamp": "2026-10-14T04:05:21.454Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:05:21.379Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-14T04:05:21.336Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used sauliusautomatesit/website-content-crawler-api; expected apify/website-content-crawler", "timestamp": "2026-10-14T04:05:21.245Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "sauliusautomatesit/website-content-crawler-api", "infraOk": true, "failedChecks": [ "pageCap", "startUrl", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used sauliusautomatesit/website-content-crawler-api; expected apify/website-content-crawler" }, { "scenarioId": "web-scraper-usage-coinmarketcap-top-ten", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:04:49.019Z", "day": "2026-10-14", "traceId": "338ce12910bd4156f90addb4e7a7801c", "observationId": "2f12f3a0880163a7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/338ce12910bd4156f90addb4e7a7801c?observation=2f12f3a0880163a7", "subject": "apify/web-scraper", "owner": "universe", "skill": "use", "title": "web / use / coinmarketcap-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides 10 cryptocurrencies with names and prices from the scraped data, though the list includes a CoinMarketCap index product and misidentifies Zcash as rank 9 (likely a scraping artifact), but the task asked for top 10 as listed and the data came from the actual scrape.", "timestamp": "2026-10-14T04:23:02.068Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides 10 cryptocurrencies with names and prices from the scraped data, though the list includes a CoinMarketCap index product and misidentifies Zcash as rank 9 (likely a scraping artifact), but the task asked for top 10 as listed and the data came from the actual scrape.", "timestamp": "2026-10-14T04:23:02.026Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-14T04:23:01.990Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:23:01.951Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The first pageFunction incorrectly extracted row indices as names (returning '1', '2', '3' instead of 'Bitcoin', 'Ethereum', etc.) due to faulty selector logic using .eq(1) on the wrong cell structure, requiring a second run. The Actor worked correctly; the agent's page function logic was flawed.", "timestamp": "2026-10-14T04:23:01.915Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-14T04:23:01.870Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides 10 cryptocurrencies with names and prices from the scraped data, though the list includes a CoinMarketCap index product and misidentifies Zcash as rank 9 (likely a scraping artifact), but the task asked for top 10 as listed and the data came from the actual scrape.", "timestamp": "2026-10-14T04:23:01.813Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent required two runs because the first pageFunction had a bug in name extraction (returning row index numbers instead of crypto names), which was an avoidable inefficiency, but the recovery was reasonable.", "timestamp": "2026-10-14T04:23:01.779Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first run returned malformed data (names were just numbers like '1', '2', '3'), and the agent recognized this and ran a second attempt with improved selectors that successfully extracted proper names and prices.", "timestamp": "2026-10-14T04:23:01.725Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned from the second run (datasetId QQ0cwIrkHTolpHKiO) to populate the final answer table with real prices like $83,581.04 for Bitcoin.", "timestamp": "2026-10-14T04:23:01.666Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Both runs used correct inputs: startUrls with coinmarketcap.com, injectJQuery:true, proxyConfiguration with useApifyProxy, maxPagesPerCrawl:1, and a pageFunction targeting the table rows.", "timestamp": "2026-10-14T04:23:01.624Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/web-scraper for scraping CoinMarketCap, which is the intended actor named in the prompt.", "timestamp": "2026-10-14T04:23:01.583Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:07:14.903Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-14T04:07:14.860Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\$\\s?\\d[\\d,]*\\.\\d{2}/", "timestamp": "2026-10-14T04:07:14.826Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 items ok", "timestamp": "2026-10-14T04:07:14.775Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxPagesPerCrawl", "timestamp": "2026-10-14T04:07:14.737Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): pageFunction", "timestamp": "2026-10-14T04:07:14.678Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): startUrls[0].url", "timestamp": "2026-10-14T04:07:14.641Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:07:14.555Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-10-14T04:07:14.471Z", "metadata": {} } }, "verdict": "pass", "fixArea": "agent-or-model", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides 10 cryptocurrencies with names and prices from the scraped data, though the list includes a CoinMarketCap index product and misidentifies Zcash as rank 9 (likely a scraping artifact), but the task asked for top 10 as listed and the data came from the actual scrape." }, { "scenarioId": "web-scraper-discovery-waterstones-headless", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:05:21.598Z", "day": "2026-10-14", "traceId": "a6c2bc6c816960e81ac6827a0e5a812b", "observationId": "c3506f7953c085da", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a6c2bc6c816960e81ac6827a0e5a812b?observation=c3506f7953c085da", "subject": "apify/web-scraper", "owner": "universe", "skill": "find", "title": "web / find / waterstones-headless", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run O9KxRaRxC7sgvHTm2 (apify/ai-web-scraper) FAILED", "timestamp": "2026-10-14T04:23:05.432Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:23:05.339Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The apify/web-scraper pageFunction (call TfhgL2UIo7oMUgDHY) returned products:[] because the CSS selectors ('article' with h2/h3 and [class*=price]) did not match Waterstones' actual DOM structure, and the run hit a 403 on retry. A correct pageFunction with proper selectors (e.g. targeting .book-list-item or .title-wrap and .price) would have extracted structured data directly, avoiding the need for the third stealth-scraper run and the manual text-parsing workaround.", "timestamp": "2026-10-14T04:23:05.302Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 0, "stringValue": null, "comment": "call-actor: data must have required property 'actor', data must have required property 'input', data must NOT have additional properties", "timestamp": "2026-10-14T04:23:05.269Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents 10 real product names and prices extracted from the Waterstones page text retrieved by the stealth scraper, correctly ends with 'Actor: apify/web-scraper', and the data matches what was in the dataset — the task is functionally completed despite using a secondary actor for the actual data.", "timestamp": "2026-10-14T04:23:05.226Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 3 actor runs (ai-web-scraper failed, web-scraper succeeded but returned empty products, stealth-web-scraper succeeded with text) plus multiple search and fetch calls, making the path longer than necessary; the correct actor (apify/web-scraper) was found but its pageFunction didn't extract structured data, requiring a third actor.", "timestamp": "2026-10-14T04:23:05.192Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When apify/ai-web-scraper failed with a FAILED status, the agent pivoted to apify/web-scraper; when that returned products:[] due to a 403 block, the agent tried lentic_clockss/stealth-web-scraper and successfully retrieved page content — reasonable recovery chain.", "timestamp": "2026-10-14T04:23:05.156Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent extracted the 10 product names and prices directly from the text field returned by lentic_clockss/stealth-web-scraper dataset item, which contained the rendered page text with book titles and prices clearly visible.", "timestamp": "2026-10-14T04:23:05.090Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The apify/web-scraper call included startUrls, a pageFunction extracting titles and prices, injectJQuery:true, proxyConfiguration, and maxPagesPerCrawl:1 — all appropriate fields. However, the pageFunction did not produce structured per-item results (returned products:[] due to 403), and the stealth scraper was called without a pageFunction (violating the pageFunction deterministic check).", "timestamp": "2026-10-14T04:23:05.051Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified apify/web-scraper as the right browser-based scraper with custom pageFunction, though it first tried apify/ai-web-scraper (wrong tool) and then lentic_clockss/stealth-web-scraper (unnecessary third tool). The intended subject apify/web-scraper was ultimately used.", "timestamp": "2026-10-14T04:23:05.011Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run O9KxRaRxC7sgvHTm2 (apify/ai-web-scraper) FAILED", "timestamp": "2026-10-14T04:08:06.362Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: pageFunction", "timestamp": "2026-10-14T04:08:06.325Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper: maxPagesPerCrawl is missing (expected at most 5); lentic_clockss/stealth-web-scraper: maxPagesPerCrawl is missing (expected at most 5)", "timestamp": "2026-10-14T04:08:06.291Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: apify/ai-web-scraper: pageFunction is missing (expected to be set); lentic_clockss/stealth-web-scraper: pageFunction is missing (expected to be set)", "timestamp": "2026-10-14T04:08:06.250Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper run O9KxRaRxC7sgvHTm2: FAILED", "timestamp": "2026-10-14T04:08:06.213Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/web-scraper\"", "timestamp": "2026-10-14T04:08:06.123Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-10-14T04:08:06.012Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "schemaValidity", "pageCap", "pageFunction", "ranOk" ], "judgeComment": null }, { "scenarioId": "rag-web-browser-usage-sf-startups-markdown", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:05:33.971Z", "day": "2026-10-14", "traceId": "1c829e0f29aba79cd8c7586216e263cf", "observationId": "0743b76c1c7df5bb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1c829e0f29aba79cd8c7586216e263cf?observation=0743b76c1c7df5bb", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "use", "title": "rag-web-browser / use / sf-startups-markdown", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents all 5 results in Markdown format with URLs and two-line summaries derived from the actual scraped content, though the URLs are Google redirect URLs rather than the actual destination URLs, which is a minor limitation but the data came from the tool results.", "timestamp": "2026-10-14T04:23:00.552Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents all 5 results in Markdown format with URLs and two-line summaries derived from the actual scraped content, though the URLs are Google redirect URLs rather than the actual destination URLs, which is a minor limitation but the data came from the tool results.", "timestamp": "2026-10-14T04:23:00.510Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-14T04:23:00.471Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:23:00.412Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The dataset items contained Google redirect URLs (http://www.google.com/goto?url=...) in searchResult.url rather than the actual destination URLs. The agent should have used metadata.url or metadata.redirectedUrl fields (which were listed as available fields) to get the real page URLs, making the output more useful to the user.", "timestamp": "2026-10-14T04:23:00.369Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-14T04:23:00.325Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents all 5 results in Markdown format with URLs and two-line summaries derived from the actual scraped content, though the URLs are Google redirect URLs rather than the actual destination URLs, which is a minor limitation but the data came from the tool results.", "timestamp": "2026-10-14T04:23:00.286Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a reasonable path: fetch schema, call actor, get dataset items, then used Bash to process the large result - with one extra jq call to refine summaries, which was necessary given the data size constraints.", "timestamp": "2026-10-14T04:23:00.249Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When get-dataset-items returned a truncation error due to large content, the agent correctly pivoted to using Bash/jq to extract the needed fields from the saved file, and when python3 was not found, it switched to a jq-only approach.", "timestamp": "2026-10-14T04:23:00.212Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent extracted URLs, titles, and markdown content from the dataset items file using jq, and the summaries in the final answer are drawn from the actual markdown content returned (e.g., the YC summary quotes '2531 of the top startups funded by Y Combinator' directly from the tool result).", "timestamp": "2026-10-14T04:23:00.170Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/rag-web-browser with query='fastest growing startups in San Francisco 2026', maxResults=5, and outputFormats=['markdown'], which are all correct and well-formed inputs matching the schema.", "timestamp": "2026-10-14T04:23:00.130Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to understand the schema, then call-actor with apify/rag-web-browser, and get-dataset-items to retrieve results - all appropriate tools for the task.", "timestamp": "2026-10-14T04:23:00.087Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:06:47.621Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-14T04:06:47.558Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-10-14T04:06:47.524Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-14T04:06:47.492Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-14T04:06:47.457Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): query", "timestamp": "2026-10-14T04:06:47.420Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:06:47.342Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/rag-web-browser", "timestamp": "2026-10-14T04:06:47.257Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents all 5 results in Markdown format with URLs and two-line summaries derived from the actual scraped content, though the URLs are Google redirect URLs rather than the actual destination URLs, which is a minor limitation but the data came from the tool results." }, { "scenarioId": "rag-web-browser-discovery-web-search-with-sources", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:06:47.651Z", "day": "2026-10-14", "traceId": "7bec994170c61b2769e31ac58dab9b29", "observationId": "43d9629898afc171", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7bec994170c61b2769e31ac58dab9b29?observation=43d9629898afc171", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "find", "title": "rag-web-browser / find / web-search-with-sources", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used scrapesage/imdb-scraper; expected apify/rag-web-browser", "timestamp": "2026-10-14T04:22:59.581Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used scrapesage/imdb-scraper; expected apify/rag-web-browser", "timestamp": "2026-10-14T04:22:59.496Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "scrapesage/imdb-scraper", "comment": "Actors the agent ran: scrapesage/imdb-scraper", "timestamp": "2026-10-14T04:22:59.459Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-14T04:22:59.371Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:22:59.335Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used scrapesage/imdb-scraper; expected apify/rag-web-browser", "timestamp": "2026-10-14T04:22:59.297Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-14T04:22:59.257Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent used the wrong actor (scrapesage/imdb-scraper instead of apify/rag-web-browser) and did not fetch live web pages as instructed ('fetch the live pages and quote them'); the sources listed are IMDb title pages not web search results, and the deterministic checks confirm rightActor and namedActor both FAIL.", "timestamp": "2026-10-14T04:22:59.218Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made an unnecessary first failed call due to wrong input, then searched for actors when it should have used apify/rag-web-browser from the start; the path was indirect and used the wrong actor entirely.", "timestamp": "2026-10-14T04:22:59.179Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with input validation error, the agent corrected the searchType from 'keywordSearch' to 'title' and successfully ran the actor on the second attempt.", "timestamp": "2026-10-14T04:22:59.096Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent did use the dataset items returned by the IMDb scraper run (datasetId=qgSKWq8TXEvlZuM3m) to extract grossWorldwide figures and construct the final answer, so retrieved data was actually used.", "timestamp": "2026-10-14T04:22:59.019Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call to scrapesage/imdb-scraper used searchType='keywordSearch' which failed input validation; the second call corrected it to searchType='title', but the required 'query' field was missing per the deterministic check (FAIL on query check).", "timestamp": "2026-10-14T04:22:58.985Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The task required searching the web for box office data, which calls for apify/rag-web-browser (a web search actor), but the agent instead chose scrapesage/imdb-scraper, a specialized IMDb scraper that is not the intended tool for this task.", "timestamp": "2026-10-14T04:22:58.887Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:07:43.727Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, query", "timestamp": "2026-10-14T04:07:43.680Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-10-14T04:07:43.639Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: scrapesage/imdb-scraper: query is missing (expected to be set); scrapesage/imdb-scraper: query is missing (expected to be set)", "timestamp": "2026-10-14T04:07:43.598Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): scrapesage/imdb-scraper run : CALL-FAILED", "timestamp": "2026-10-14T04:07:43.542Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/rag-web-browser\"", "timestamp": "2026-10-14T04:07:43.445Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used scrapesage/imdb-scraper; expected apify/rag-web-browser", "timestamp": "2026-10-14T04:07:43.356Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "scrapesage/imdb-scraper", "infraOk": true, "failedChecks": [ "query", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used scrapesage/imdb-scraper; expected apify/rag-web-browser" }, { "scenarioId": "cheerio-scraper-usage-foyles-manga-two-hops", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:07:14.935Z", "day": "2026-10-14", "traceId": "70e1ad417af6f36c4bb77883e407edaa", "observationId": "6c784ec6bc759d4f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/70e1ad417af6f36c4bb77883e407edaa?observation=6c784ec6bc759d4f", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "use", "title": "cheerio / use / foyles-manga-two-hops", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-14T04:22:49.968Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-14T04:22:49.882Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-14T04:22:49.849Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:22:49.813Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-14T04:22:49.778Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 0, "stringValue": null, "comment": "call-actor: data must have required property 'actor', data must have required property 'input', data must NOT have additional properties", "timestamp": "2026-10-14T04:22:49.739Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No book data (title/price JSON objects) was returned; the task required 5 book items but 0 dataset items were produced across all runs, so the task was not completed.", "timestamp": "2026-10-14T04:22:49.699Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 Actor runs when at most 2 were expected; it also unnecessarily switched to apify/web-scraper (a different actor than requested) and fetched its schema, adding extra steps that didn't resolve the issue.", "timestamp": "2026-10-14T04:22:49.633Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When cheerio-scraper returned 403 errors, the agent attempted recovery by trying different configurations and even switching to web-scraper, but ultimately all runs failed with 403 and the agent ran 4 Actor runs (exceeding the expected maximum of 2), and switching to web-scraper was inappropriate since the task specified cheerio-scraper.", "timestamp": "2026-10-14T04:22:49.598Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items showing 403 errors and correctly used that information to explain why scraping failed, rather than inventing data.", "timestamp": "2026-10-14T04:22:49.553Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent provided correct inputs including startUrls with the category URL, linkSelector, globs, pageFunction extracting title and price, maxCrawlingDepth=2, and maxPagesPerCrawl=20; the first call failed due to input validation (pseudoUrls format issue) but subsequent calls were well-formed.", "timestamp": "2026-10-14T04:22:49.515Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected apify/cheerio-scraper as specified in the task, and also fetched actor details before calling it, which is appropriate.", "timestamp": "2026-10-14T04:22:49.479Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:09:20.517Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-14T04:09:20.474Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 items, expected at least 1", "timestamp": "2026-10-14T04:09:20.437Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 4 run(s): maxPagesPerCrawl", "timestamp": "2026-10-14T04:09:20.371Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 4 run(s): maxCrawlingDepth", "timestamp": "2026-10-14T04:09:20.334Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s): pageFunction", "timestamp": "2026-10-14T04:09:20.291Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s): startUrls[0].url", "timestamp": "2026-10-14T04:09:20.248Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-14T04:09:20.175Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/cheerio-scraper", "timestamp": "2026-10-14T04:09:20.093Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "schemaValidity", "items", "ranOk" ], "judgeComment": "FAIL: check ranOk: 4 Actor run(s), expected at most 2" }, { "scenarioId": "cheerio-scraper-discovery-ikea-static-catalog", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:07:43.767Z", "day": "2026-10-14", "traceId": "04ff6b434ee592a96cdb544d91bf0767", "observationId": "bbd58afb1e9cfe59", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/04ff6b434ee592a96cdb544d91bf0767?observation=bbd58afb1e9cfe59", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "find", "title": "cheerio / find / ikea-static-catalog", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used scraptivo/ikea-scraper; expected apify/cheerio-scraper", "timestamp": "2026-10-14T04:22:48.468Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used scraptivo/ikea-scraper; expected apify/cheerio-scraper", "timestamp": "2026-10-14T04:22:48.379Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "scraptivo/ikea-scraper", "comment": "Actors the agent ran: scraptivo/ikea-scraper", "timestamp": "2026-10-14T04:22:48.338Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-14T04:22:48.304Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:22:48.270Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used scraptivo/ikea-scraper; expected apify/cheerio-scraper", "timestamp": "2026-10-14T04:22:48.234Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-14T04:22:48.191Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned 10 real product names and prices from the IKEA category page, but used scraptivo/ikea-scraper (a headless/full browser scraper) instead of apify/cheerio-scraper as required by the user's explicit request for lightweight non-browser extraction, and the answer names the wrong actor.", "timestamp": "2026-10-14T04:22:48.156Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search-actors, fetch-actor-details, call-actor (failed), call-actor (succeeded), get-dataset-items — a reasonable path with one correction needed, though the wrong actor was chosen from the start.", "timestamp": "2026-10-14T04:22:48.119Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'must be object' validation error, the agent correctly identified the issue and reformatted startUrls from a plain string array to an array of URL objects, successfully recovering.", "timestamp": "2026-10-14T04:22:48.083Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items from the run and displayed them accurately in a table matching the tool result preview showing STORKLINTA, FÅGELFJÄLLET, MALM, GURSKEN, RAST with correct prices.", "timestamp": "2026-10-14T04:22:48.043Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "After the first call failed due to wrong input format (array of strings instead of objects for startUrls), the agent corrected the format to use {url: ...} objects, which then succeeded. The second call was well-formed with correct countryCode, languageCode, maxItems=10.", "timestamp": "2026-10-14T04:22:48.002Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for IKEA scrapers and selected scraptivo/ikea-scraper, a purpose-built IKEA scraper, rather than apify/cheerio-scraper which the user explicitly requested for lightweight, non-browser HTML extraction. The rightActor check confirms FAIL.", "timestamp": "2026-10-14T04:22:47.966Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:08:25.171Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-10-14T04:08:25.133Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): scraptivo/ikea-scraper: maxPagesPerCrawl is missing (expected at most 5); scraptivo/ikea-scraper: maxPagesPerCrawl is missing (expected at most 5)", "timestamp": "2026-10-14T04:08:25.098Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: scraptivo/ikea-scraper: pageFunction is missing (expected to be set); scraptivo/ikea-scraper: pageFunction is missing (expected to be set)", "timestamp": "2026-10-14T04:08:25.059Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): scraptivo/ikea-scraper run : CALL-FAILED", "timestamp": "2026-10-14T04:08:25.021Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/cheerio-scraper\"", "timestamp": "2026-10-14T04:08:24.897Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used scraptivo/ikea-scraper; expected apify/cheerio-scraper", "timestamp": "2026-10-14T04:08:24.801Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "scraptivo/ikea-scraper", "infraOk": true, "failedChecks": [ "pageCap", "pageFunction", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used scraptivo/ikea-scraper; expected apify/cheerio-scraper" }, { "scenarioId": "ai-web-scraper-usage-apify-store-first-page", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:07:49.443Z", "day": "2026-10-14", "traceId": "adad7c4350e1be9a2d5701a067e59234", "observationId": "3c20a6bab02ab8ab", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/adad7c4350e1be9a2d5701a067e59234?observation=3c20a6bab02ab8ab", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "use", "title": "ai-web / use / apify-store-first-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent produced a comprehensive table of 34 Actors with name, description, rating, and user count drawn from the scraped markdown content of the first page of apify.com/store, fulfilling the task requirements.", "timestamp": "2026-10-14T04:22:47.416Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent produced a comprehensive table of 34 Actors with name, description, rating, and user count drawn from the scraped markdown content of the first page of apify.com/store, fulfilling the task requirements.", "timestamp": "2026-10-14T04:22:47.377Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-14T04:22:47.339Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:22:47.301Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The onePage deterministic check failed because maxPagesToVisit was not set, but in 'single' extraction mode this parameter is explicitly documented as ignored, so the agent's choice was correct for the task.", "timestamp": "2026-10-14T04:22:47.269Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-14T04:22:47.231Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a comprehensive table of 34 Actors with name, description, rating, and user count drawn from the scraped markdown content of the first page of apify.com/store, fulfilling the task requirements.", "timestamp": "2026-10-14T04:22:47.197Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call (first with field projection that returned empty, then without) and one Read call for the large file, adding minor overhead but no pointless repetition beyond that.", "timestamp": "2026-10-14T04:22:47.153Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first get-dataset-items call returned empty items (fields projection returned {}), the agent immediately retried without the fields filter to get the full data including markdown — a reasonable recovery.", "timestamp": "2026-10-14T04:22:47.116Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the full markdown from the dataset (via the Read tool on the persisted file) and extracted actor names, descriptions, ratings, and user counts directly from the scraped content rather than inventing data.", "timestamp": "2026-10-14T04:22:47.079Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used extractionMode='single' which is correct for one-page extraction, provided the correct startUrl, and gave a clear prompt. However, the deterministic check 'onePage' FAILED because maxPagesToVisit was not set — though in 'single' mode this parameter is ignored per the schema description, the check still flagged it as missing.", "timestamp": "2026-10-14T04:22:47.042Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, and Read — all appropriate tools for running apify/ai-web-scraper and retrieving its output.", "timestamp": "2026-10-14T04:22:47.009Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:09:23.514Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-14T04:09:23.479Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-14T04:09:23.439Z", "metadata": {} }, "check.onePage": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper: maxPagesToVisit is missing (expected at most 3)", "timestamp": "2026-10-14T04:09:23.404Z", "metadata": {} }, "check.promptGiven": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): prompt", "timestamp": "2026-10-14T04:09:23.368Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-14T04:09:23.333Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:09:23.289Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-10-14T04:09:23.252Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "onePage" ], "judgeComment": "PASS: The agent produced a comprehensive table of 34 Actors with name, description, rating, and user count drawn from the scraped markdown content of the first page of apify.com/store, fulfilling the task requirements." }, { "scenarioId": "ai-web-scraper-discovery-climate-articles-three-sites", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:07:56.927Z", "day": "2026-10-14", "traceId": "46f10370308a86c4c544bb667d784911", "observationId": "eacaa4a91445ed09", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/46f10370308a86c4c544bb667d784911?observation=eacaa4a91445ed09", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "find", "title": "ai-web / find / climate-articles-three-sites", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run bC1d9ZI9owOFDx96J (proscraper/newsarticlescraper) FAILED", "timestamp": "2026-10-14T04:22:45.256Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:22:45.147Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All search queries ('news articles scraper', 'web scraper articles', 'web crawler sitemap', 'BBC Guardian Reuters news scraper') failed to surface apify/ai-web-scraper in the results, so the agent never found the correct actor and spent all turns on wrong alternatives.", "timestamp": "2026-10-14T04:22:45.106Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "14 tool calls valid", "timestamp": "2026-10-14T04:22:45.073Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns without producing any article titles, authors, publication dates, per-site counts, or three examples; the task was not completed at all.", "timestamp": "2026-10-14T04:22:45.038Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 6 actor runs across 5 different actors, ran out of turns, and never found the correct actor (apify/ai-web-scraper), making the plan highly inefficient with redundant searches and failed attempts.", "timestamp": "2026-10-14T04:22:44.995Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When proscraper/newsarticlescraper FAILED and automation-lab/news-article-extractor returned 0 items, the agent correctly moved on to try other actors; however, it never searched for or tried apify/ai-web-scraper and kept picking wrong actors, so recovery was incomplete.", "timestamp": "2026-10-14T04:22:44.952Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent checked dataset items after each run (e.g., get-dataset-items on wO8lvnF3cu3ZuMWZe returned 3 items all with null fields), so it did attempt to use results, but all runs produced 0 usable items and the agent ran out of turns without reporting any article data.", "timestamp": "2026-10-14T04:22:44.918Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "For the actors that were tried, inputs were generally well-formed (startUrls arrays, maxArticles, etc.), though none included a natural-language 'prompt' field as required by the intended actor, and the first call to actorify/domainforge-llm-dataset-builder failed validation because startUrls items were plain strings instead of objects.", "timestamp": "2026-10-14T04:22:44.850Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent never found or used apify/ai-web-scraper (the correct describe-what-you-want extractor); instead it tried proscraper/newsarticlescraper, automation-lab/news-article-extractor, keyman98/article-extractor, actorify/domainforge-llm-dataset-builder, and moving_beacon-owner1/my-actor-62 — none of which are the intended actor and none of which accept a natural-language prompt describing what to extract.", "timestamp": "2026-10-14T04:22:44.761Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run bC1d9ZI9owOFDx96J (proscraper/newsarticlescraper) FAILED", "timestamp": "2026-10-14T04:10:03.712Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-14T04:10:03.676Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): proscraper/newsarticlescraper: maxPagesToVisit is missing (expected at most 20); automation-lab/news-article-extractor: maxPagesToVisit is missing (expected at most 20); keyman98/article-extractor: maxPagesToVisit is missing (expected at most 20); actorify/domainforge-llm-dataset-builder: maxPagesToVisit is missing (expected at most 20); actorify/domainforge-llm-dataset-builder: maxPagesToVisit is missing (expected at most 20); moving_beacon-owner1/my-actor-62: maxPagesToVisit is missing (expected at most 20)", "timestamp": "2026-10-14T04:10:03.638Z", "metadata": {} }, "check.promptGiven": { "value": 0, "stringValue": null, "comment": "FAIL (warn): proscraper/newsarticlescraper: prompt is missing (expected to be set); automation-lab/news-article-extractor: prompt is missing (expected to be set); keyman98/article-extractor: prompt is missing (expected to be set); actorify/domainforge-llm-dataset-builder: prompt is missing (expected to be set); actorify/domainforge-llm-dataset-builder: prompt is missing (expected to be set); moving_beacon-owner1/my-actor-62: prompt is missing (expected to be set)", "timestamp": "2026-10-14T04:10:03.596Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 6 Actor run(s), expected at most 3", "timestamp": "2026-10-14T04:10:03.563Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/ai-web-scraper\"", "timestamp": "2026-10-14T04:10:03.526Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used proscraper/newsarticlescraper, automation-lab/news-article-extractor, keyman98/article-extractor, actorify/domainforge-llm-dataset-builder, moving_beacon-owner1/my-actor-62; expected apify/ai-web-scraper", "timestamp": "2026-10-14T04:10:03.488Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pageCap", "promptGiven", "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "zillow-zip-search-usage-scottsdale", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:07:59.762Z", "day": "2026-10-14", "traceId": "70b9f221d5c4325cb1a42c29a1941b8b", "observationId": "eb7dbaa68b2eeb48", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/70b9f221d5c4325cb1a42c29a1941b8b?observation=eb7dbaa68b2eeb48", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "use", "title": "zillow-zip-search / use / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 10 homes retrieved, identified the cheapest address (4800 N 68TH Street #382, Scottsdale, AZ 85251) and price ($115,000), fully satisfying the task requirements.", "timestamp": "2026-10-14T04:22:35.809Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 10 homes retrieved, identified the cheapest address (4800 N 68TH Street #382, Scottsdale, AZ 85251) and price ($115,000), fully satisfying the task requirements.", "timestamp": "2026-10-14T04:22:35.771Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-14T04:22:35.733Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:22:35.693Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly read the schema, set all required boolean flags, applied priceMax and resultsLimit, and reported accurate results from the retrieved data.", "timestamp": "2026-10-14T04:22:35.618Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-14T04:22:35.584Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 homes retrieved, identified the cheapest address (4800 N 68TH Street #382, Scottsdale, AZ 85251) and price ($115,000), fully satisfying the task requirements.", "timestamp": "2026-10-14T04:22:35.551Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence (fetch schema, run actor, get results) with no redundant calls.", "timestamp": "2026-10-14T04:22:35.466Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and correctly identified $115,000 at 4800 N 68TH Street #382 as the cheapest listing from the actual returned data, confirmed by the grounded check PASS.", "timestamp": "2026-10-14T04:22:35.432Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set zipCodes=['85251'], priceMax=800000, forSaleByAgent=true, forSaleByOwner=false, forRent=false, sold=false, and resultsLimit=10, satisfying all required fields and the task constraints; the requiredFlags and priceCap checks both PASS.", "timestamp": "2026-10-14T04:22:35.354Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-14T04:22:35.313Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:08:35.630Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-14T04:08:35.588Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-10-14T04:08:35.558Z", "metadata": {} }, "check.tenResults": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-14T04:08:35.519Z", "metadata": {} }, "check.priceCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): priceMax", "timestamp": "2026-10-14T04:08:35.486Z", "metadata": {} }, "check.requiredFlags": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-14T04:08:35.438Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:08:35.405Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/zillow-zip-search", "timestamp": "2026-10-14T04:08:35.338Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{1,3},\\d{3}/", "timestamp": "2026-10-14T04:08:35.254Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 10 homes retrieved, identified the cheapest address (4800 N 68TH Street #382, Scottsdale, AZ 85251) and price ($115,000), fully satisfying the task requirements." }, { "scenarioId": "zillow-zip-search-discovery-scottsdale", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:08:06.403Z", "day": "2026-10-14", "traceId": "7771d98884090c1df0193606aeff6fb5", "observationId": "4eebe95bfd8c4869", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7771d98884090c1df0193606aeff6fb5?observation=4eebe95bfd8c4869", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "find", "title": "zillow-zip-search / find / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used webdatatools/zillow-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-14T04:22:36.315Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used webdatatools/zillow-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-14T04:22:36.182Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "webdatatools/zillow-scraper", "comment": "Actors the agent ran: webdatatools/zillow-scraper", "timestamp": "2026-10-14T04:22:36.141Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-14T04:22:36.099Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:22:36.060Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used webdatatools/zillow-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-14T04:22:35.970Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-14T04:22:35.861Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent provided 10 real addresses with prices all under $800,000 from ZIP 85251, fulfilling the surface requirements of the task, but used the wrong actor (webdatatools/zillow-scraper instead of maxcopell/zillow-zip-search), causing the rightActor and namedActor checks to fail.", "timestamp": "2026-10-14T04:22:35.825Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch details, call actor, get dataset) in a logical sequence with no redundant steps.", "timestamp": "2026-10-14T04:22:35.650Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched 50 dataset items and directly used the returned address and price fields to populate the final answer list.", "timestamp": "2026-10-14T04:22:35.604Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed locations='85251', listingType='sale', sortBy='price_low', maxListings=50, which are all valid fields for the chosen actor and sensible for the task.", "timestamp": "2026-10-14T04:22:35.562Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used webdatatools/zillow-scraper instead of the intended maxcopell/zillow-zip-search; the rightActor check is FAIL, meaning the wrong actor was selected from the search results.", "timestamp": "2026-10-14T04:22:35.528Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:08:41.453Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-14T04:08:41.417Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:08:41.381Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"maxcopell/zillow\"", "timestamp": "2026-10-14T04:08:41.342Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used webdatatools/zillow-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-14T04:08:41.298Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "webdatatools/zillow-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used webdatatools/zillow-scraper; expected ^maxcopell/zillow" }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:08:25.201Z", "day": "2026-10-14", "traceId": "6e851de7ce6a7c0f6172c1833e2e9522", "observationId": "3a3602e4a768d427", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6e851de7ce6a7c0f6172c1833e2e9522?observation=3a3602e4a768d427", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent provided follower count (104,349,040), average likes (~378,457 from 10 posts instead of all 30), and a coherent engagement interpretation sentence; however, it only used 10 of 30 available posts for the average, which is a minor incompleteness but the answer still fulfills the task requirements with grounded data.", "timestamp": "2026-10-14T04:22:35.541Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent provided follower count (104,349,040), average likes (~378,457 from 10 posts instead of all 30), and a coherent engagement interpretation sentence; however, it only used 10 of 30 available posts for the average, which is a minor incompleteness but the answer still fulfills the task requirements with grounded data.", "timestamp": "2026-10-14T04:22:35.498Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-14T04:22:35.460Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:22:35.422Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent fetched only 10 of 30 available post items (the dataset had 30 items but the agent stopped at the first page of 10) when computing the average likes per post, missing the opportunity to paginate and use all retrieved data for a more accurate average.", "timestamp": "2026-10-14T04:22:35.364Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-14T04:22:35.311Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent provided follower count (104,349,040), average likes (~378,457 from 10 posts instead of all 30), and a coherent engagement interpretation sentence; however, it only used 10 of 30 available posts for the average, which is a minor incompleteness but the answer still fulfills the task requirements with grounded data.", "timestamp": "2026-10-14T04:22:35.273Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran two parallel actor calls (profile + posts) and then two parallel dataset fetches, which is efficient, though it only fetched 10 of 30 available post items when computing the average.", "timestamp": "2026-10-14T04:22:35.214Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved follower count (104,349,040) and likes data from the actual dataset items returned by the scraper, confirmed by the grounded check passing.", "timestamp": "2026-10-14T04:22:35.179Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used correct inputs: resultsType='details' for profile and resultsType='posts' for posts, with the correct directUrls pointing to instagram.com/nasa/.", "timestamp": "2026-10-14T04:22:35.132Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used apify/instagram-scraper for both profile details and posts, which is the intended actor for this task.", "timestamp": "2026-10-14T04:22:35.090Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:09:48.626Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-14T04:09:48.588Z", "metadata": {} }, "check.followers": { "value": 1, "stringValue": null, "comment": "PASS: followersCount within 2%", "timestamp": "2026-10-14T04:09:48.555Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 2 numbers found in Actor output", "timestamp": "2026-10-14T04:09:48.521Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): directUrls[0]", "timestamp": "2026-10-14T04:09:48.483Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:09:48.403Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-10-14T04:09:48.369Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-10-14T04:09:48.290Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent provided follower count (104,349,040), average likes (~378,457 from 10 posts instead of all 30), and a coherent engagement interpretation sentence; however, it only used 10 of 30 available posts for the average, which is a minor incompleteness but the answer still fulfills the task requirements with grounded data." }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:08:35.663Z", "day": "2026-10-14", "traceId": "cd675cc66ed604d2d963c2f54ab6dffa", "observationId": "64fbae7fca93d84d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/cd675cc66ed604d2d963c2f54ab6dffa?observation=64fbae7fca93d84d", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-14T04:22:29.853Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-14T04:22:29.768Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/instagram-post-scraper", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-14T04:22:29.725Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-14T04:22:29.683Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:22:29.648Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-14T04:22:29.612Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-14T04:22:29.576Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent retrieved 3 posts from @nasa and reported the correct actor name and post count, but used apify/instagram-post-scraper instead of the expected apify/instagram-scraper, causing the rightActor and namedActor deterministic checks to fail.", "timestamp": "2026-10-14T04:22:29.537Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: search, fetch details, run actor, get results — no redundant calls.", "timestamp": "2026-10-14T04:22:29.501Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 3 dataset items and correctly reported Posts: 3 based on the actual get-dataset-items result.", "timestamp": "2026-10-14T04:22:29.468Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=['nasa'] and resultsLimit=3 to the actor, which are correct and well-formed inputs matching the actor's schema.", "timestamp": "2026-10-14T04:22:29.431Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task, but selected apify/instagram-post-scraper instead of the intended apify/instagram-scraper, which is a discoverability/selection issue.", "timestamp": "2026-10-14T04:22:29.393Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:09:13.219Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-14T04:09:13.177Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:09:13.144Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-14T04:09:13.066Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-14T04:09:12.974Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/instagram-post-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper" }, { "scenarioId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:08:41.483Z", "day": "2026-10-14", "traceId": "44bd7b45ab3cf8b08bdc94c88d06b95b", "observationId": "518c8a00b7e647d9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/44bd7b45ab3cf8b08bdc94c88d06b95b?observation=518c8a00b7e647d9", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "use", "title": "instagram-reel / use / natgeo-skip-pinned", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, grounded in retrieved data with all values verified by the harness.", "timestamp": "2026-10-14T04:22:24.926Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, grounded in retrieved data with all values verified by the harness.", "timestamp": "2026-10-14T04:22:24.894Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-14T04:22:24.861Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:22:24.821Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified the actor, provided proper inputs, handled the async run, and reported accurate grounded results.", "timestamp": "2026-10-14T04:22:24.788Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-14T04:22:24.715Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, grounded in retrieved data with all values verified by the harness.", "timestamp": "2026-10-14T04:22:24.679Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: fetch schema, run actor, poll for completion, fetch results — no redundant steps.", "timestamp": "2026-10-14T04:22:24.639Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor returned RUNNING on the first call, and the agent correctly polled with get-actor-run until it SUCCEEDED before fetching dataset items.", "timestamp": "2026-10-14T04:22:24.608Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 8 numbers (play counts and durations) in the final answer were found in the Actor output, and captions match the dataset items retrieved.", "timestamp": "2026-10-14T04:22:24.577Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-reel-scraper with username=['natgeo'], resultsLimit=3, and skipPinnedPosts=true, matching all required inputs per the deterministic checks.", "timestamp": "2026-10-14T04:22:24.544Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-14T04:22:24.502Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:09:58.290Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-14T04:09:58.249Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 8 numbers found in Actor output", "timestamp": "2026-10-14T04:09:58.212Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-14T04:09:58.174Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-14T04:09:58.128Z", "metadata": {} }, "check.threeReels": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-14T04:09:58.083Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-14T04:09:58.046Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:09:57.953Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-14T04:09:57.874Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, grounded in retrieved data with all values verified by the harness." }, { "scenarioId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:09:13.265Z", "day": "2026-10-14", "traceId": "cc1e6eab680921d251fa59eb7d34d089", "observationId": "d4c7d7234d3d0128", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/cc1e6eab680921d251fa59eb7d34d089?observation=d4c7d7234d3d0128", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "find", "title": "instagram-reel / find / natgeo-reels-shares", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-14T04:22:25.961Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-14T04:22:25.361Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-reel-scraper", "timestamp": "2026-10-14T04:22:25.261Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-14T04:22:25.198Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-14T04:22:25.165Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The agent fetched fields 'caption,videoPlayCount,likesCount,timestamp' but omitted the shares count field from the get-dataset-items call. Even though includeSharesCount=true was set and the run succeeded, the agent never retrieved or reported the share count values, resulting in 'Not available' for all reels despite the data potentially being present in the dataset.", "timestamp": "2026-10-14T04:22:25.108Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-14T04:22:25.072Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported captions and play counts correctly from retrieved data, but failed to report share counts despite setting includeSharesCount=true and the sharesFlag check passing — the dataset fields fetched did not include a shares field, and the agent reported 'Not available' for all three reels, leaving the share count requirement unfulfilled.", "timestamp": "2026-10-14T04:22:25.034Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls in a logical sequence: search, fetch details, call actor, poll run, get items — no redundant or wasted calls.", "timestamp": "2026-10-14T04:22:24.995Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned (captions, videoPlayCount, timestamps) to populate its answer rather than inventing data.", "timestamp": "2026-10-14T04:22:24.963Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with username=['natgeo'], resultsLimit=3, and includeSharesCount=true, which are all correct and well-formed inputs matching the schema requirements; the sharesFlag deterministic check also passed.", "timestamp": "2026-10-14T04:22:24.920Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-reel-scraper, the intended actor for this task, confirmed by the deterministic check rightActor: PASS.", "timestamp": "2026-10-14T04:22:24.881Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:10:32.184Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-14T04:10:32.146Z", "metadata": {} }, "check.sharesFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeSharesCount", "timestamp": "2026-10-14T04:10:32.110Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:10:32.076Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-reel-scraper\"", "timestamp": "2026-10-14T04:10:32.036Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-14T04:10:31.991Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-usage-natgeo-about-section", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:09:20.568Z", "day": "2026-10-14", "traceId": "69044b687a7d319c213ffa643867a0c6", "observationId": "003d7f85dd718455", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/69044b687a7d319c213ffa643867a0c6?observation=003d7f85dd718455", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "use", "title": "instagram-profile / use / natgeo-about-section", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-14T04:22:26.334Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-14T04:22:26.246Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-14T04:22:26.206Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-14T04:22:26.169Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The includeAboutSection feature was enabled and the run succeeded, but no country field appeared in the dataset output (the full dataset preview shows no 'country' or 'about' fields), meaning the Actor either did not return country data or it requires a higher-tier account - the agent correctly identified this gap but the task could not be completed because the Actor's output did not include the promised country field despite includeAboutSection=true being set.", "timestamp": "2026-10-14T04:22:26.127Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-14T04:22:26.083Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported the bio's first sentence and business account status correctly from retrieved data, but could not provide the country information because it was not present in the returned data (the actor documentation notes country is only available if the user filled it in), resulting in an incomplete answer for one of the three requested fields.", "timestamp": "2026-10-14T04:22:26.049Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call (first with specific fields, then without fields to get all data), which was a reasonable approach to check for country data, though slightly redundant.", "timestamp": "2026-10-14T04:22:26.010Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the biography 'Step into wonder and find your inner explorer with National Geographic 🌎' and isBusinessAccount=true from the retrieved dataset items, not from invention.", "timestamp": "2026-10-14T04:22:25.961Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-profile-scraper with usernames=['natgeo'] and includeAboutSection=true, which matches the required input schema and the deterministic checks confirm usernameInput and aboutSection both PASS.", "timestamp": "2026-10-14T04:22:25.911Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items tools, which are the appropriate tools for running an Apify actor and retrieving results.", "timestamp": "2026-10-14T04:22:25.867Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:10:10.205Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-14T04:10:10.169Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-14T04:10:10.134Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-14T04:10:10.094Z", "metadata": {} }, "check.aboutSection": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeAboutSection", "timestamp": "2026-10-14T04:10:10.060Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): usernames[0]", "timestamp": "2026-10-14T04:10:09.982Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:10:09.938Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-14T04:10:09.859Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-discovery-natgeo-verified", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:09:23.557Z", "day": "2026-10-14", "traceId": "2e932a8b51ccbf25ddcf0345ea4ba2cc", "observationId": "86e510e7edf4300a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2e932a8b51ccbf25ddcf0345ea4ba2cc?observation=86e510e7edf4300a", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "find", "title": "instagram-profile / find / natgeo-verified", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer correctly reports @natgeo is verified, quotes the exact bio from retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line.", "timestamp": "2026-10-14T04:22:20.014Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer correctly reports @natgeo is verified, quotes the exact bio from retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line.", "timestamp": "2026-10-14T04:22:19.958Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-profile-scraper", "timestamp": "2026-10-14T04:22:19.921Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-14T04:22:19.886Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:22:19.831Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered, ran, and reported results from apify/instagram-profile-scraper with no issues.", "timestamp": "2026-10-14T04:22:19.787Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-14T04:22:19.733Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer correctly reports @natgeo is verified, quotes the exact bio from retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line.", "timestamp": "2026-10-14T04:22:19.695Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: search, fetch details, run actor, get results — no redundant or wasted calls.", "timestamp": "2026-10-14T04:22:19.656Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the biography and verified status from the dataset item returned: {\"username\":\"natgeo\",\"verified\":true,\"biography\":\"Step into wonder and find your inner explorer with National Geographic 🌎\"}.", "timestamp": "2026-10-14T04:22:19.602Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed {\"usernames\":[\"natgeo\"]} which matches the required input schema (usernames array), and used the correct datasetId with relevant fields projection.", "timestamp": "2026-10-14T04:22:19.562Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for 'Instagram profile' actors, found apify/instagram-profile-scraper, fetched its details, ran it, and retrieved dataset items — all appropriate tools for the task.", "timestamp": "2026-10-14T04:22:19.520Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:10:02.859Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-14T04:10:02.810Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:10:02.771Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-profile-scraper\"", "timestamp": "2026-10-14T04:10:02.730Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-14T04:10:02.686Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer correctly reports @natgeo is verified, quotes the exact bio from retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line." }, { "scenarioId": "instagram-post-scraper-usage-natgeo-three-posts", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:09:48.660Z", "day": "2026-10-14", "traceId": "c3b05ba51ab91bd830855bd3aeaa9d09", "observationId": "243c43b8356ee913", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c3b05ba51ab91bd830855bd3aeaa9d09?observation=243c43b8356ee913", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "use", "title": "instagram-post / use / natgeo-three-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer reports the first sentence of each caption and the like count for all 3 posts, grounded in retrieved data, fully satisfying the task requirements.", "timestamp": "2026-10-14T04:22:13.654Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer reports the first sentence of each caption and the like count for all 3 posts, grounded in retrieved data, fully satisfying the task requirements.", "timestamp": "2026-10-14T04:22:13.615Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-14T04:22:13.578Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:22:13.505Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified the actor, supplied proper inputs, retrieved real data, and reported accurate captions and like counts.", "timestamp": "2026-10-14T04:22:13.471Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-14T04:22:13.434Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports the first sentence of each caption and the like count for all 3 posts, grounded in retrieved data, fully satisfying the task requirements.", "timestamp": "2026-10-14T04:22:13.396Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve items — no redundant calls or retries.", "timestamp": "2026-10-14T04:22:13.363Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 5 numbers (like counts) appear in the Actor output, and the captions are drawn directly from the dataset items returned by get-dataset-items.", "timestamp": "2026-10-14T04:22:13.323Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=[\"natgeo\"], resultsLimit=3, skipPinnedPosts=true, and dataDetailLevel=\"detailedData\" — all correct and well-formed inputs matching the schema.", "timestamp": "2026-10-14T04:22:13.282Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-14T04:22:13.218Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:10:26.931Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-14T04:10:26.893Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 5 numbers found in Actor output", "timestamp": "2026-10-14T04:10:26.857Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-14T04:10:26.819Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-14T04:10:26.782Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-14T04:10:26.747Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-14T04:10:26.710Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:10:26.628Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-14T04:10:26.544Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer reports the first sentence of each caption and the like count for all 3 posts, grounded in retrieved data, fully satisfying the task requirements." }, { "scenarioId": "instagram-post-scraper-discovery-natgeo-latest-post", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:09:58.324Z", "day": "2026-10-14", "traceId": "ac275e4a4d2445ec10bc6be34d6a7421", "observationId": "9e5b19961711ce86", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ac275e4a4d2445ec10bc6be34d6a7421?observation=9e5b19961711ce86", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "find", "title": "instagram-post / find / natgeo-latest-post", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported the first sentence of the caption ('Presented by National Geographic Society in partnership with @Rolex.'), the comment count (86), and ended with 'Actor: apify/instagram-post-scraper' as required.", "timestamp": "2026-10-14T04:22:13.817Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported the first sentence of the caption ('Presented by National Geographic Society in partnership with @Rolex.'), the comment count (86), and ended with 'Actor: apify/instagram-post-scraper' as required.", "timestamp": "2026-10-14T04:22:13.779Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-14T04:22:13.719Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-14T04:22:13.685Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:22:13.642Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent found the correct actor, used proper inputs, retrieved and utilized real data, and produced a complete answer matching all task requirements.", "timestamp": "2026-10-14T04:22:13.608Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-14T04:22:13.570Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported the first sentence of the caption ('Presented by National Geographic Society in partnership with @Rolex.'), the comment count (86), and ended with 'Actor: apify/instagram-post-scraper' as required.", "timestamp": "2026-10-14T04:22:13.520Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: search, fetch details, run actor, get results — no redundant calls or backtracking.", "timestamp": "2026-10-14T04:22:13.477Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent extracted the caption and commentsCount directly from the dataset item returned by get-dataset-items, reporting the first sentence and comment count (86) from real retrieved data.", "timestamp": "2026-10-14T04:22:13.438Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-post-scraper with username=['natgeo'] and resultsLimit=1, which correctly targets the right profile with a 1-post cap, matching the required input schema.", "timestamp": "2026-10-14T04:22:13.406Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors to find the Instagram scraper, fetch-actor-details to understand its schema, call-actor to run it, and get-dataset-items to retrieve results — all appropriate tools for this task.", "timestamp": "2026-10-14T04:22:13.327Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:10:59.085Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-14T04:10:59.047Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:10:59.013Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-post-scraper\"", "timestamp": "2026-10-14T04:10:58.936Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-14T04:10:58.853Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent correctly reported the first sentence of the caption ('Presented by National Geographic Society in partnership with @Rolex.'), the comment count (86), and ended with 'Actor: apify/instagram-post-scraper' as required." }, { "scenarioId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:10:02.902Z", "day": "2026-10-14", "traceId": "3f632af28c09780ba1ddf825076b2455", "observationId": "f0b3d856b6e613d1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3f632af28c09780ba1ddf825076b2455?observation=f0b3d856b6e613d1", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "use", "title": "instagram-hashtag / use / nasa-keyword-reels", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-14T04:22:15.554Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:22:15.473Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "After call-actor returned a successful run with 1 item and explicitly instructed 'Use get-dataset-items with datasetId=wPprm2BgKrNOT5Zhg', the agent failed to make that follow-up call and instead ended the conversation without retrieving or reporting any reel data.", "timestamp": "2026-10-14T04:22:15.435Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "2 tool calls valid", "timestamp": "2026-10-14T04:22:15.398Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never reported any post captions or like counts; the final answer is just a repetition of the intent to run the actor, with no actual data reported to the user.", "timestamp": "2026-10-14T04:22:15.354Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made only 2 tool calls (fetch-actor-details and call-actor), which is a reasonable path, but it failed to follow up with get-dataset-items to retrieve the actual results.", "timestamp": "2026-10-14T04:22:15.316Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The dataset item contained error/errorDescription fields suggesting the scrape failed to return reels, but the agent did not attempt to fetch the dataset items, inspect the error, or retry; the session timed out without any recovery attempt.", "timestamp": "2026-10-14T04:22:15.282Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The actor run returned only 1 dataset item with fields url, inputUrl, error, errorDescription, requestErrorMessages — indicating an error result rather than reel data — and the agent never called get-dataset-items to retrieve the data, nor did it report any captions or like counts from the dataset.", "timestamp": "2026-10-14T04:22:15.245Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed hashtags:[\"nasa\"], keywordSearch:true, resultsType:\"reels\", and resultsLimit:5, which matches all required input parameters per the deterministic checks (all PASS).", "timestamp": "2026-10-14T04:22:15.201Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected fetch-actor-details and call-actor tools for the apify/instagram-hashtag-scraper, which is exactly the actor named in the task.", "timestamp": "2026-10-14T04:22:15.162Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-14T04:15:03.687Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-14T04:15:03.650Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-14T04:15:03.604Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-14T04:15:03.558Z", "metadata": {} }, "check.fiveResults": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-14T04:15:03.527Z", "metadata": {} }, "check.reelsType": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsType", "timestamp": "2026-10-14T04:15:03.489Z", "metadata": {} }, "check.keywordMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): keywordSearch", "timestamp": "2026-10-14T04:15:03.443Z", "metadata": {} }, "check.keywordInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): hashtags[0]", "timestamp": "2026-10-14T04:15:03.397Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:15:03.347Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-10-14T04:15:03.308Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [], "judgeComment": null }, { "scenarioId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:10:03.743Z", "day": "2026-10-14", "traceId": "640bcde6dc663f050de6976b1e61eb9f", "observationId": "adbd1d3e3ad2b69c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/640bcde6dc663f050de6976b1e61eb9f?observation=adbd1d3e3ad2b69c", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "find", "title": "instagram-hashtag / find / nasa-hashtag", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-14T04:22:11.454Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-14T04:22:11.366Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "scraping_solutions/instagram-hashtag-scraper-pro-no-cookies", "comment": "Actors the agent ran: scraping_solutions/instagram-hashtag-scraper-pro-no-cookies", "timestamp": "2026-10-14T04:22:11.326Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-14T04:22:11.292Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:22:11.251Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-14T04:22:11.215Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-14T04:22:11.180Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 5 Instagram posts with usernames and descriptions grounded in retrieved data, and ended with 'Actor: scraping_solutions/instagram-hashtag-scraper-pro-no-cookies'; however, the deterministic checks confirm the wrong actor was used (not apify/instagram-hashtag-scraper) and the answer does not contain the expected actor name.", "timestamp": "2026-10-14T04:22:11.144Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 3 tool calls: one search, one failed actor call (corrected immediately), and one successful actor call followed by dataset retrieval — a reasonably direct path with only one minor correction needed.", "timestamp": "2026-10-14T04:22:11.109Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with a validation error about feed_type value, the agent immediately retried with the corrected lowercase 'recent' value and succeeded.", "timestamp": "2026-10-14T04:22:11.072Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent's final answer references usernames and post content (e.g., @pointeminiaturesandnature, @vedicsciencebharat, @karenbadassbrown) that directly match the dataset items returned by get-dataset-items.", "timestamp": "2026-10-14T04:22:11.034Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call used feed_type='Recent' which failed validation (must be 'top','recent','clips'); the agent then corrected it to 'recent' (lowercase) and the run succeeded with 5 results.", "timestamp": "2026-10-14T04:22:10.995Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for Instagram hashtag scrapers and selected scraping_solutions/instagram-hashtag-scraper-pro-no-cookies, which is a valid hashtag scraper but not the intended apify/instagram-hashtag-scraper; however, it is functionally appropriate for the task.", "timestamp": "2026-10-14T04:22:10.956Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:10:46.046Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-14T04:10:46.011Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): scraping_solutions/instagram-hashtag-scraper-pro-no-cookies run : CALL-FAILED", "timestamp": "2026-10-14T04:10:45.975Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-hashtag-scraper\"", "timestamp": "2026-10-14T04:10:45.898Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-14T04:10:45.809Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "scraping_solutions/instagram-hashtag-scraper-pro-no-cookies", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper" }, { "scenarioId": "facebook-posts-scraper-usage-nasa-engagement", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:10:10.238Z", "day": "2026-10-14", "traceId": "49f24f37d145fd24867b903dcf5f4930", "observationId": "d8e1bb610a8169bb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/49f24f37d145fd24867b903dcf5f4930?observation=d8e1bb610a8169bb", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "use", "title": "facebook-posts / use / nasa-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence and total reactions count for all 5 posts, grounded in retrieved data, fulfilling the task completely.", "timestamp": "2026-10-14T04:22:05.351Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence and total reactions count for all 5 posts, grounded in retrieved data, fulfilling the task completely.", "timestamp": "2026-10-14T04:22:05.306Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-14T04:22:05.256Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:22:05.213Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected tools, formed valid inputs, utilized real data, and delivered a complete grounded answer.", "timestamp": "2026-10-14T04:22:05.164Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-14T04:22:05.121Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence and total reactions count for all 5 posts, grounded in retrieved data, fulfilling the task completely.", "timestamp": "2026-10-14T04:22:05.084Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve items — no redundant calls.", "timestamp": "2026-10-14T04:22:05.038Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly quoted text and likes values from the tool result preview, confirmed by grounded check PASS showing all 7 numbers found in Actor output.", "timestamp": "2026-10-14T04:22:05.004Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/facebook-posts-scraper with startUrls set to https://www.facebook.com/NASA and resultsLimit=5, matching the task requirements and confirmed by deterministic checks pageUrl and fivePosts both PASS.", "timestamp": "2026-10-14T04:22:04.969Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-14T04:22:04.929Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:10:51.729Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-14T04:10:51.694Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 7 numbers found in Actor output", "timestamp": "2026-10-14T04:10:51.654Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-14T04:10:51.614Z", "metadata": {} }, "check.fivePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-14T04:10:51.579Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-14T04:10:51.446Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:10:51.409Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-14T04:10:51.368Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{2,}/", "timestamp": "2026-10-14T04:10:51.327Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence and total reactions count for all 5 posts, grounded in retrieved data, fulfilling the task completely." }, { "scenarioId": "facebook-posts-scraper-discovery-nasa-page", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:10:26.966Z", "day": "2026-10-14", "traceId": "976a355244ac636654f1eb0e9f6ca329", "observationId": "5e846e9160a36d95", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/976a355244ac636654f1eb0e9f6ca329?observation=5e846e9160a36d95", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "find", "title": "facebook-posts / find / nasa-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides all 5 posts with text and reaction counts (broken down by type and totaled), ends with 'Actor: apify/facebook-posts-scraper', and is fully grounded in retrieved data.", "timestamp": "2026-10-14T04:22:05.196Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides all 5 posts with text and reaction counts (broken down by type and totaled), ends with 'Actor: apify/facebook-posts-scraper', and is fully grounded in retrieved data.", "timestamp": "2026-10-14T04:22:05.160Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/facebook-posts-scraper", "timestamp": "2026-10-14T04:22:05.086Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-14T04:22:05.043Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:22:04.953Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent correctly discovered, configured, ran, and reported results from apify/facebook-posts-scraper for NASA's Facebook page.", "timestamp": "2026-10-14T04:22:04.912Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-14T04:22:04.877Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides all 5 posts with text and reaction counts (broken down by type and totaled), ends with 'Actor: apify/facebook-posts-scraper', and is fully grounded in retrieved data.", "timestamp": "2026-10-14T04:22:04.840Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: search, fetch details, run actor, get results — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-14T04:22:04.801Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned (post texts, reaction counts, timestamps) directly in the final answer, matching the preview data exactly.", "timestamp": "2026-10-14T04:22:04.762Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with startUrls containing the NASA Facebook URL and resultsLimit set to 5, matching the task requirements and the actor's input schema.", "timestamp": "2026-10-14T04:22:04.685Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for Facebook post scrapers, found apify/facebook-posts-scraper (the intended subject), fetched its details, ran it, and retrieved dataset items — all appropriate tools for the task.", "timestamp": "2026-10-14T04:22:04.643Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:11:13.451Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-14T04:11:13.408Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:11:13.357Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-posts-scraper\"", "timestamp": "2026-10-14T04:11:13.278Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-14T04:11:13.200Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides all 5 posts with text and reaction counts (broken down by type and totaled), ends with 'Actor: apify/facebook-posts-scraper', and is fully grounded in retrieved data." }, { "scenarioId": "facebook-groups-scraper-usage-recent-activity", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:10:32.224Z", "day": "2026-10-14", "traceId": "61e0d9af53ea65192b06cc32ae15a718", "observationId": "08d4dd77bed9aa3a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/61e0d9af53ea65192b06cc32ae15a718?observation=08d4dd77bed9aa3a", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "use", "title": "facebook-groups / use / recent-activity", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 8 numbers not in Actor output: 400", "timestamp": "2026-10-14T04:22:04.344Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 8 numbers not in Actor output: 400", "timestamp": "2026-10-14T04:22:04.260Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-14T04:22:04.219Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:22:04.185Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 8 numbers not in Actor output: 400", "timestamp": "2026-10-14T04:22:04.146Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-14T04:22:04.108Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported all 3 posts with their text content and comment counts (0 each), but fabricated '400+' as a descriptor for the member count which was flagged as ungrounded by the harness.", "timestamp": "2026-10-14T04:22:04.068Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, get items — no unnecessary repetition.", "timestamp": "2026-10-14T04:22:04.028Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run result initially showed itemCount=0 due to lag, and the agent correctly followed the nextStep hint to fetch dataset items, successfully retrieving the 3 posts.", "timestamp": "2026-10-14T04:22:03.992Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent used the actual dataset items returned (welcome posts with commentsCount=0), but invented '400+' as the number of member names when the actual count was not stated in the data; the grounded check flagged '400' as not in Actor output.", "timestamp": "2026-10-14T04:22:03.956Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed startUrls with the correct group URL, resultsLimit=3, and viewOption='RECENT_ACTIVITY', all matching the schema requirements.", "timestamp": "2026-10-14T04:22:03.881Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-14T04:22:03.841Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:11:18.643Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-14T04:11:18.610Z", "metadata": {} }, "check.grounded": { "value": 0.875, "stringValue": null, "comment": "FAIL: 1 of 8 numbers not in Actor output: 400", "timestamp": "2026-10-14T04:11:18.577Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-14T04:11:18.536Z", "metadata": {} }, "check.sortOrder": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): viewOption", "timestamp": "2026-10-14T04:11:18.500Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-14T04:11:18.463Z", "metadata": {} }, "check.groupUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-14T04:11:18.427Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:11:18.389Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-10-14T04:11:18.349Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 8 numbers not in Actor output: 400" }, { "scenarioId": "facebook-groups-scraper-discovery-public-group-posts", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:10:46.084Z", "day": "2026-10-14", "traceId": "7f41d66a425be9b175a9ec91be036d13", "observationId": "afad609ae5c3403b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7f41d66a425be9b175a9ec91be036d13?observation=afad609ae5c3403b", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "find", "title": "facebook-groups / find / public-group-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-14T04:21:57.823Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-14T04:21:57.738Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "memo23/facebook-public-group-posts-scraper", "comment": "Actors the agent ran: memo23/facebook-public-group-posts-scraper", "timestamp": "2026-10-14T04:21:57.696Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-14T04:21:57.636Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-14T04:21:57.598Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-14T04:21:57.557Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-14T04:21:57.523Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the 3 most recent posts with accurate descriptions based on retrieved data, and ended with the actor name line as required, though it used the wrong actor (memo23/facebook-public-group-posts-scraper instead of apify/facebook-groups-scraper).", "timestamp": "2026-10-14T04:21:57.487Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search-actors, fetch-actor-details, call-actor, and get-dataset-items, which is a direct and efficient path to completing the task.", "timestamp": "2026-10-14T04:21:57.455Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and used the actual post text (welcome messages listing new member names) and timestamps from the tool results to describe each post.", "timestamp": "2026-10-14T04:21:57.416Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct group URL in startUrls, set viewOption to CHRONOLOGICAL, and maxItems to 3, which are all appropriate inputs for retrieving the 3 most recent posts.", "timestamp": "2026-10-14T04:21:57.361Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Facebook group scrapers and selected memo23/facebook-public-group-posts-scraper, which is a functional actor for the task, though the intended actor was apify/facebook-groups-scraper. The rightActor check is FAIL per the deterministic facts.", "timestamp": "2026-10-14T04:21:57.318Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:11:56.359Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-14T04:11:56.321Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:11:56.242Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-groups-scraper\"", "timestamp": "2026-10-14T04:11:56.200Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-14T04:11:56.124Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "memo23/facebook-public-group-posts-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper" }, { "scenarioId": "facebook-ads-scraper-usage-nike-last-30-days", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:10:51.767Z", "day": "2026-10-14", "traceId": "2dcc14191e476c0f2e8fc63ae0ee69a0", "observationId": "15510f2b344ce691", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2dcc14191e476c0f2e8fc63ae0ee69a0?observation=15510f2b344ce691", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "use", "title": "facebook-ads / use / nike-last-30-days", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-14T04:21:56.675Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-14T04:21:56.594Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-14T04:21:56.559Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-14T04:21:56.519Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The agent reported '10 ads retrieved' despite the get-dataset-items tool returning 'itemCount: 20, totalItemCount: 20, summary: Fetched all 20 items.' The agent relied on the intermediate run status (which showed 10 items) rather than the final dataset count, a reasoning error not caused by the Actor or its output format.", "timestamp": "2026-10-14T04:21:56.473Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-14T04:21:56.436Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported '10 ads retrieved' but the facts confirm 20 dataset items were returned; the agent miscounted because the run status showed 10 items at completion time but the dataset actually had 20 items as confirmed by the get-dataset-items result showing 'Fetched all 20 items.' — the agent failed to report the correct count of 20.", "timestamp": "2026-10-14T04:21:56.396Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call (fetching a single full item after already getting 20 items) to investigate the null reach/spend fields, which was a reasonable diagnostic step rather than pointless repetition.", "timestamp": "2026-10-14T04:21:56.359Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used actual data from the dataset items — the body text 'Bring sports more fully into your day with the Nike App.' and the null reach/spend values are directly from the retrieved dataset, not invented.", "timestamp": "2026-10-14T04:21:56.273Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with startUrls set to the Nike Facebook page, resultsLimit=20, isDetailsPerAd=true, and onlyAdsNewerThan='30 days', matching all required parameters from the task.", "timestamp": "2026-10-14T04:21:56.173Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the apify/facebook-ads-scraper and retrieving results.", "timestamp": "2026-10-14T04:21:56.135Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:12:29.135Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-14T04:12:29.100Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 7 numbers found in Actor output", "timestamp": "2026-10-14T04:12:29.059Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-14T04:12:29.016Z", "metadata": {} }, "check.detailsFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): isDetailsPerAd", "timestamp": "2026-10-14T04:12:28.983Z", "metadata": {} }, "check.twentyAds": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-14T04:12:28.942Z", "metadata": {} }, "check.dateRange": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): onlyAdsNewerThan", "timestamp": "2026-10-14T04:12:28.900Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-14T04:12:28.858Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:12:28.799Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-ads-scraper", "timestamp": "2026-10-14T04:12:28.710Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-14T04:12:28.624Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "facebook-ads-scraper-discovery-nike-ad-library", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:10:59.130Z", "day": "2026-10-14", "traceId": "ea031b45d8a96af32b644433213a8ba5", "observationId": "03a9eaf14b1812ca", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ea031b45d8a96af32b644433213a8ba5?observation=03a9eaf14b1812ca", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "find", "title": "facebook-ads / find / nike-ad-library", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used adside/meta-ad-library-ads-scraper, nourishing_courier/meta-ads-scraper-pro, hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-14T04:21:55.868Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used adside/meta-ad-library-ads-scraper, nourishing_courier/meta-ads-scraper-pro, hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-14T04:21:55.784Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "adside/meta-ad-library-ads-scraper", "comment": "Actors the agent ran: adside/meta-ad-library-ads-scraper, nourishing_courier/meta-ads-scraper-pro, hyperbach/meta-ads-library-scraper", "timestamp": "2026-10-14T04:21:55.745Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-14T04:21:55.709Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:21:55.673Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used adside/meta-ad-library-ads-scraper, nourishing_courier/meta-ads-scraper-pro, hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-14T04:21:55.630Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "13 tool calls valid", "timestamp": "2026-10-14T04:21:55.595Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 10 active Nike ads with a real example body text from the data, but used hyperbach/meta-ads-library-scraper with advertiserNames=['Nike'] rather than facebook.com/nike URL as specified in the task, and did not use the intended apify/facebook-ads-scraper actor.", "timestamp": "2026-10-14T04:21:55.559Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 4 actor runs (exceeding the expected maximum of 3) and made multiple polling calls, but the extra run was due to the input validation failure on nourishing_courier requiring a retry, making the path somewhat inefficient.", "timestamp": "2026-10-14T04:21:55.498Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When adside/meta-ad-library-ads-scraper returned 0 items, the agent tried nourishing_courier/meta-ads-scraper-pro; when that had a validation error (urls must be array of objects), the agent corrected the input format and retried; when that also returned 0 items, the agent tried hyperbach/meta-ads-library-scraper which succeeded.", "timestamp": "2026-10-14T04:21:55.464Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items from hyperbach/meta-ads-library-scraper and directly quoted body_text 'Ball's in your court. Get the gear that never misses.' from the actual returned data.", "timestamp": "2026-10-14T04:21:55.432Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly passed advertiserNames=['Nike'], maxAds=10, activeStatus='active', region='US' to hyperbach/meta-ads-library-scraper, and the earlier actors were called with reasonable inputs (page_id for adside, urls with proper object format for nourishing_courier after fixing the initial validation error).", "timestamp": "2026-10-14T04:21:55.398Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Meta Ad Library actors and found relevant options, but chose adside/meta-ad-library-ads-scraper, nourishing_courier/meta-ads-scraper-pro, and hyperbach/meta-ads-library-scraper instead of the intended apify/facebook-ads-scraper, which was not surfaced in the search results.", "timestamp": "2026-10-14T04:21:55.357Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:14:57.815Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-14T04:14:57.749Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-10-14T04:14:57.711Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-ads-scraper\"", "timestamp": "2026-10-14T04:14:57.668Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used adside/meta-ad-library-ads-scraper, nourishing_courier/meta-ads-scraper-pro, hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-14T04:14:57.630Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "adside/meta-ad-library-ads-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used adside/meta-ad-library-ads-scraper, nourishing_courier/meta-ads-scraper-pro, hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper" }, { "scenarioId": "tripadvisor-usage-rome-restaurants", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:11:13.481Z", "day": "2026-10-14", "traceId": "13526ff3058fd17e439d74aaacc547d5", "observationId": "430ebab7a9913e42", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/13526ff3058fd17e439d74aaacc547d5?observation=430ebab7a9913e42", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "use", "title": "tripadvisor / use / rome-restaurants", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-14T04:21:53.270Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-14T04:21:53.184Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-14T04:21:53.149Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-14T04:21:53.115Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The get-dataset-items response showed itemCount=10 with 10 items in the array, yet the agent reported 'I successfully retrieved 9 restaurants' and only listed 9 in the table, missing one item (Caffe di Marzio). The agent misread or dropped one item from the dataset response, which is a reasoning/model failure rather than an Actor or tool issue.", "timestamp": "2026-10-14T04:21:53.065Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-14T04:21:53.027Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The facts confirm 10 dataset items were retrieved, but the agent reported only 9 restaurants and stated it retrieved 9 (one less than requested); the get-dataset-items result shows itemCount=10 yet totalItemCount=9, causing a discrepancy — the agent reported 9 rather than 10, slightly misrepresenting the count, though the table itself lists 9 entries with real cuisine, price, and rating data.", "timestamp": "2026-10-14T04:21:52.981Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed multiple get-actor-run polls because the actor took ~200 seconds, but each poll was necessary and there was no redundant or wasteful tool usage.", "timestamp": "2026-10-14T04:21:52.938Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned name, cuisines, priceLevel, and rating fields to populate the final answer table.", "timestamp": "2026-10-14T04:21:52.904Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set query='Rome', maxItemsPerQuery=10, includeRestaurants=true, includeHotels=false, includeAttractions=false, which correctly targets restaurants in Rome with a cap of 10.", "timestamp": "2026-10-14T04:21:52.853Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the maxcopell/tripadvisor Actor and retrieving results.", "timestamp": "2026-10-14T04:21:52.764Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:14:56.353Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-14T04:14:56.276Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-14T04:14:56.241Z", "metadata": {} }, "check.ratingField": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-14T04:14:56.196Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-14T04:14:56.163Z", "metadata": {} }, "check.restaurantsMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeRestaurants", "timestamp": "2026-10-14T04:14:56.127Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:14:56.089Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-14T04:14:55.955Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[3-5]\\.\\d\\b/", "timestamp": "2026-10-14T04:14:55.869Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "tripadvisor-discovery-barcelona-attractions", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:11:18.681Z", "day": "2026-10-14", "traceId": "c3056ab392d3614b9e74819fc74d3d97", "observationId": "6ebcf4c5f42891c7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c3056ab392d3614b9e74819fc74d3d97?observation=6ebcf4c5f42891c7", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "find", "title": "tripadvisor / find / barcelona-attractions", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent produced a comparison table of 10 Barcelona attractions with ratings and review counts sourced from TripAdvisor data via the correct actor, and ended with the required 'Actor: maxcopell/tripadvisor' line; the run succeeded with 10 dataset items per the facts.", "timestamp": "2026-10-14T04:21:47.161Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent produced a comparison table of 10 Barcelona attractions with ratings and review counts sourced from TripAdvisor data via the correct actor, and ended with the required 'Actor: maxcopell/tripadvisor' line; the run succeeded with 10 dataset items per the facts.", "timestamp": "2026-10-14T04:21:47.098Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: maxcopell/tripadvisor", "timestamp": "2026-10-14T04:21:47.065Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-14T04:21:47.025Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:21:46.986Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the correct actor, used appropriate inputs, recovered from the 502 error, utilized retrieved data accurately, and delivered a complete comparison table with the required attribution line.", "timestamp": "2026-10-14T04:21:46.951Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-14T04:21:46.909Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a comparison table of 10 Barcelona attractions with ratings and review counts sourced from TripAdvisor data via the correct actor, and ended with the required 'Actor: maxcopell/tripadvisor' line; the run succeeded with 10 dataset items per the facts.", "timestamp": "2026-10-14T04:21:46.871Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent searched for actors, fetched details, called the actor, polled three times for completion (reasonable given the run took ~147 seconds), then retrieved dataset items - a direct and efficient path with no unnecessary repetition.", "timestamp": "2026-10-14T04:21:46.837Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When get-dataset-items with fields parameter returned a 502 Bad Gateway error, the agent immediately retried without the fields parameter and successfully retrieved the data.", "timestamp": "2026-10-14T04:21:46.802Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the full dataset output from the file and used actual data fields (rating, numberOfReviews, rankingPosition, name) from the retrieved items; Palace of Catalan Music with rating 4.7 and 19,236 reviews is confirmed in the tool result preview.", "timestamp": "2026-10-14T04:21:46.767Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with query='Barcelona', maxItemsPerQuery=10, includeAttractions=true, includeRestaurants=false, includeHotels=false, which are well-formed and appropriate inputs for the task.", "timestamp": "2026-10-14T04:21:46.546Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used maxcopell/tripadvisor (not the -reviews sibling) which is the appropriate actor for scraping attractions data including ratings and review counts.", "timestamp": "2026-10-14T04:21:46.504Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:14:21.129Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-14T04:14:21.094Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:14:21.055Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /maxcopell/tripadvisor(?!-)/", "timestamp": "2026-10-14T04:14:20.977Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-14T04:14:20.895Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent produced a comparison table of 10 Barcelona attractions with ratings and review counts sourced from TripAdvisor data via the correct actor, and ended with the required 'Actor: maxcopell/tripadvisor' line; the run succeeded with 10 dataset items per the facts." }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:11:56.397Z", "day": "2026-10-14", "traceId": "ae78ff03ee34b73dd4033b28fc65ff8c", "observationId": "f142d585de8c6443", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ae78ff03ee34b73dd4033b28fc65ff8c?observation=f142d585de8c6443", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-14T04:21:44.405Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-14T04:21:44.304Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-14T04:21:44.267Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-14T04:21:44.228Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The get-dataset-items call returned '{\"aiModeResult\":null}' and the deterministic check 'fields (apify.items, warn): FAIL — 1 of 1 items missing aiModeResult' confirms no AI Mode data was returned, yet the agent invented a detailed answer with CRM options and 3 sources rather than honestly reporting that the AI Mode result was unavailable.", "timestamp": "2026-10-14T04:21:44.188Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-14T04:21:44.150Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer presents fabricated AI Mode answer text and invented sources (Reddit, Slack, YouTube) that do not appear in any tool result; the actual aiModeResult field was null, so the task was not completed with real data.", "timestamp": "2026-10-14T04:21:44.113Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made a reasonable second dataset fetch to check all fields after the first returned null, which was a sensible recovery attempt before the fabrication.", "timestamp": "2026-10-14T04:21:44.078Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the first get-dataset-items call returned aiModeResult:null, the agent made a second call to fetch all fields, which also showed no AI Mode content; instead of reporting the failure honestly, the agent invented an answer.", "timestamp": "2026-10-14T04:21:44.041Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The dataset returned aiModeResult:null (confirmed by the fields check FAIL and the tool result preview showing '{\"aiModeResult\":null}'), yet the agent fabricated a detailed AI Mode answer with CRM options, pricing, and 3 invented sources not present in any tool result.", "timestamp": "2026-10-14T04:21:44.004Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly set queries, maxPagesPerQuery:1, countryCode:'gb', and aiModeSearch.enableAiMode:true — all required inputs were properly formed, confirmed by the deterministic checks passing for aiModeOn, query, country, and pages.", "timestamp": "2026-10-14T04:21:43.966Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running apify/google-search-scraper and retrieving results.", "timestamp": "2026-10-14T04:21:43.930Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:13:41.772Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-14T04:13:41.705Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 1 of 1 items missing aiModeResult", "timestamp": "2026-10-14T04:13:41.667Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-14T04:13:41.633Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-10-14T04:13:41.596Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-14T04:13:41.562Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-10-14T04:13:41.477Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:13:41.441Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-14T04:13:41.357Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:12:29.174Z", "day": "2026-10-14", "traceId": "4457b22090cbaceef729324723822488", "observationId": "f7e12f65a3949d01", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4457b22090cbaceef729324723822488?observation=f7e12f65a3949d01", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported 9 organic results and the top 3 domains with titles grounded in the retrieved data, fulfilling the task requirements despite the missing languageCode parameter.", "timestamp": "2026-10-14T04:21:42.041Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported 9 organic results and the top 3 domains with titles grounded in the retrieved data, fulfilling the task requirements despite the missing languageCode parameter.", "timestamp": "2026-10-14T04:21:41.998Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-14T04:21:41.964Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:21:41.928Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The agent passed searchLanguage='de' instead of the correct field languageCode='de' when calling apify/google-search-scraper (call-actor input), causing the lang deterministic check to FAIL. The correct field name was visible in the actor's input schema and dataset output (searchQuery.languageCode was null in the result).", "timestamp": "2026-10-14T04:21:41.884Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-14T04:21:41.851Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported 9 organic results and the top 3 domains with titles grounded in the retrieved data, fulfilling the task requirements despite the missing languageCode parameter.", "timestamp": "2026-10-14T04:21:41.819Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra dataset fetch due to the empty projection result, but otherwise the flow was direct: fetch schema, run actor, poll for completion, fetch results.", "timestamp": "2026-10-14T04:21:41.784Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with field projection returned empty items ({}), so the agent immediately retried without projection and successfully retrieved the full data.", "timestamp": "2026-10-14T04:21:41.750Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and correctly reported 9 organic results and the top 3 domains (cupra.com, leasingmarkt.de, insta-drive.com) directly from the returned organicResults array visible in the tool result preview.", "timestamp": "2026-10-14T04:21:41.715Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed countryCode='de' and maxPagesPerQuery=1 correctly, but used searchLanguage='de' instead of the correct field languageCode='de', which is confirmed as a FAIL by the deterministic lang check.", "timestamp": "2026-10-14T04:21:41.639Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema and then call-actor with apify/google-search-scraper, which is exactly the named actor for the task.", "timestamp": "2026-10-14T04:21:41.598Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:14:02.756Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-14T04:14:02.720Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-14T04:14:02.685Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-14T04:14:02.641Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-14T04:14:02.603Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode is missing (expected \"de\")", "timestamp": "2026-10-14T04:14:02.547Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-14T04:14:02.511Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-14T04:14:02.454Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:14:02.379Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-14T04:14:02.284Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang" ], "judgeComment": "PASS: The agent correctly reported 9 organic results and the top 3 domains with titles grounded in the retrieved data, fulfilling the task requirements despite the missing languageCode parameter." }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:13:41.833Z", "day": "2026-10-14", "traceId": "947c11d114b487eb7e32d7fd1cc0b2ec", "observationId": "09af4ebd755178e8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/947c11d114b487eb7e32d7fd1cc0b2ec?observation=09af4ebd755178e8", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned organic results with titles, links, and snippets for 'apify web scraping' from the first page only, grounded in retrieved data, and ended with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-14T04:21:40.873Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned organic results with titles, links, and snippets for 'apify web scraping' from the first page only, grounded in retrieved data, and ended with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-14T04:21:40.832Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-10-14T04:21:40.803Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-14T04:21:40.771Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:21:40.732Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first get-dataset-items call used fields projection (organicResults.position, organicResults.title, etc.) but returned empty items ({}), suggesting the dot-notation field projection did not work as expected for nested arrays, requiring a second call without field filtering to get the data.", "timestamp": "2026-10-14T04:21:40.694Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-14T04:21:40.658Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned organic results with titles, links, and snippets for 'apify web scraping' from the first page only, grounded in retrieved data, and ended with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-14T04:21:40.625Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 6 tool calls: search-actors, fetch-actor-details, call-actor, get-actor-run (needed because run was still RUNNING after 30s), and two get-dataset-items calls (one failed projection, one succeeded) — reasonably direct with only one minor retry.", "timestamp": "2026-10-14T04:21:40.591Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with field projection returned empty items ({}), so the agent immediately retried without field filtering and successfully retrieved the full data.", "timestamp": "2026-10-14T04:21:40.555Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and presented organic results (titles, URLs, snippets) directly from the tool output, matching the data visible in the tool result preview.", "timestamp": "2026-10-14T04:21:40.518Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with queries='apify web scraping' and maxPagesPerQuery=1, which correctly targets the first results page only with the right query string.", "timestamp": "2026-10-14T04:21:40.481Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for 'Google Search results scraper', found apify/google-search-scraper as the top result, fetched its details, and used it — exactly the right tool for scraping Google SERP organic results.", "timestamp": "2026-10-14T04:21:40.440Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:15:33.237Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-14T04:15:33.176Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:15:33.133Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-14T04:15:33.050Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-14T04:15:32.965Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned organic results with titles, links, and snippets for 'apify web scraping' from the first page only, grounded in retrieved data, and ended with 'Actor: apify/google-search-scraper' as required." }, { "scenarioId": "google-maps-contact-details-usage-toronto-roofers", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:14:02.798Z", "day": "2026-10-14", "traceId": "31b8401c24a2f70fcef1a5b7e9c5ce07", "observationId": "ad4a9a76928d4b03", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/31b8401c24a2f70fcef1a5b7e9c5ce07?observation=ad4a9a76928d4b03", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "use", "title": "google-maps-contact-details / use / toronto-roofers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 5 of 10 items missing emails", "timestamp": "2026-10-14T04:21:34.981Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 5 of 10 items missing emails", "timestamp": "2026-10-14T04:21:34.902Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-14T04:21:34.864Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-14T04:21:34.830Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 5 of 10 items missing emails", "timestamp": "2026-10-14T04:21:34.796Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-14T04:21:34.756Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned all 10 roofing companies with names, websites, emails, and social profiles from the actual retrieved data, and correctly stated that 5 out of 10 had email addresses, matching the deterministic check that 5 of 10 items were missing emails.", "timestamp": "2026-10-14T04:21:34.715Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent fetched actor details once, called the actor once, polled get-actor-run three times (necessary because the run took ~148 seconds), then fetched dataset items once — a reasonably direct path with no pointless repetition.", "timestamp": "2026-10-14T04:21:34.685Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from KLUTncrSgzzuQpncK and directly used the returned data (titles, websites, emails, social profiles) to populate the final answer table without inventing any values.", "timestamp": "2026-10-14T04:21:34.648Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used searchStringsArray=['roofing'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=10, language='en', and scrapeSocialMediaProfiles with all major platforms enabled — all sensible and correct inputs for the task.", "timestamp": "2026-10-14T04:21:34.611Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected lukaskrivka/google-maps-with-contact-details, which is exactly the Actor named in the prompt, and used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items appropriately.", "timestamp": "2026-10-14T04:21:34.568Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:16:51.950Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-14T04:16:51.902Z", "metadata": {} }, "check.count": { "value": 1, "stringValue": null, "comment": "PASS (warn): answer matches /[0-9]/", "timestamp": "2026-10-14T04:16:51.861Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 5 of 10 items missing emails", "timestamp": "2026-10-14T04:16:51.823Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-14T04:16:51.782Z", "metadata": {} }, "check.socials": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): scrapeSocialMediaProfiles", "timestamp": "2026-10-14T04:16:51.749Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-14T04:16:51.704Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:16:51.622Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-14T04:16:51.519Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 5 of 10 items missing emails" }, { "scenarioId": "google-maps-contact-details-discovery-toronto-roofers-emails", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:14:21.163Z", "day": "2026-10-14", "traceId": "01bfbbb0c760efc6d1723a2fcafe79b9", "observationId": "fc670bcf25965e73", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/01bfbbb0c760efc6d1723a2fcafe79b9?observation=fc670bcf25965e73", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "find", "title": "google-maps-contact-details / find / toronto-roofers-emails", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent found 10 roofing companies in Toronto, listed each with their email addresses from actual scraped data, correctly counted 9 out of 10 had emails, and ended with the required 'Actor: lukaskrivka/google-maps-with-contact-details' line.", "timestamp": "2026-10-14T04:21:31.508Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent found 10 roofing companies in Toronto, listed each with their email addresses from actual scraped data, correctly counted 9 out of 10 had emails, and ended with the required 'Actor: lukaskrivka/google-maps-with-contact-details' line.", "timestamp": "2026-10-14T04:21:31.466Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-14T04:21:31.430Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-14T04:21:31.396Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:21:31.362Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor selected, proper inputs used, real data utilized, efficient plan executed, and task fully completed with accurate count and required footer line.", "timestamp": "2026-10-14T04:21:31.203Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-14T04:21:31.171Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent found 10 roofing companies in Toronto, listed each with their email addresses from actual scraped data, correctly counted 9 out of 10 had emails, and ended with the required 'Actor: lukaskrivka/google-maps-with-contact-details' line.", "timestamp": "2026-10-14T04:21:31.135Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent searched for actors, fetched actor details, called the actor, polled twice while running (necessary since it hadn't finished), then retrieved dataset items — a reasonably direct path with no unnecessary repetition.", "timestamp": "2026-10-14T04:21:31.102Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and directly used the returned data (title, emails fields) to list all 10 companies with their actual emails from the API response, not invented data.", "timestamp": "2026-10-14T04:21:31.066Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the Actor with searchStringsArray=['roofing'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=10, and language='en', which are all correct and sensible inputs for the task.", "timestamp": "2026-10-14T04:21:31.033Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used lukaskrivka/google-maps-with-contact-details, which is the appropriate Actor for extracting emails from Google Maps business listings by visiting their websites.", "timestamp": "2026-10-14T04:21:30.999Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:17:41.571Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-14T04:17:41.537Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:17:41.455Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"lukaskrivka/google-maps-with-contact-details\"", "timestamp": "2026-10-14T04:17:41.378Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-14T04:17:41.298Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent found 10 roofing companies in Toronto, listed each with their email addresses from actual scraped data, correctly counted 9 out of 10 had emails, and ended with the required 'Actor: lukaskrivka/google-maps-with-contact-details' line." }, { "scenarioId": "google-maps-reviews-usage-ritz-trend", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:14:56.387Z", "day": "2026-10-14", "traceId": "39a78e0f1da45d86bc8f2f3160ac6d83", "observationId": "d97b2b1ce7007b69", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/39a78e0f1da45d86bc8f2f3160ac6d83?observation=d97b2b1ce7007b69", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "use", "title": "google-maps-reviews / use / ritz-trend", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported averages for newest 15 (4.33) vs previous 15 (3.89) and stated the trend is UP, consistent with its own numbers and grounded in retrieved data, fulfilling all task requirements.", "timestamp": "2026-10-14T04:21:30.911Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported averages for newest 15 (4.33) vs previous 15 (3.89) and stated the trend is UP, consistent with its own numbers and grounded in retrieved data, fulfilling all task requirements.", "timestamp": "2026-10-14T04:21:30.871Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-14T04:21:30.833Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:21:30.801Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly identified the actor, used proper inputs, handled missing star ratings gracefully, and delivered a complete answer with averages and trend direction.", "timestamp": "2026-10-14T04:21:30.755Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-14T04:21:30.714Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported averages for newest 15 (4.33) vs previous 15 (3.89) and stated the trend is UP, consistent with its own numbers and grounded in retrieved data, fulfilling all task requirements.", "timestamp": "2026-10-14T04:21:30.681Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve results — no redundant steps.", "timestamp": "2026-10-14T04:21:30.639Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "9 of 30 items were missing stars (confirmed by deterministic check); the agent acknowledged the missing values and computed averages only from valid ratings, which is a reasonable handling.", "timestamp": "2026-10-14T04:21:30.603Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the 30 items from the dataset and used the actual stars values shown in the tool result preview to compute averages, matching the data returned.", "timestamp": "2026-10-14T04:21:30.564Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called compass/google-maps-reviews-scraper with maxReviews=30, reviewsSort='newest', and a valid Google Maps search URL for Ritz-Carlton Chicago — all correct parameters.", "timestamp": "2026-10-14T04:21:30.529Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-14T04:21:30.495Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:15:42.581Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-14T04:15:42.546Z", "metadata": {} }, "check.stars": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 9 of 30 items missing stars", "timestamp": "2026-10-14T04:15:42.509Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 30 items ok", "timestamp": "2026-10-14T04:15:42.470Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxReviews", "timestamp": "2026-10-14T04:15:42.430Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:15:42.399Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-reviews-scraper", "timestamp": "2026-10-14T04:15:42.333Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[1-5](\\.\\d+)?\\b/", "timestamp": "2026-10-14T04:15:42.256Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "stars" ], "judgeComment": "PASS: The agent reported averages for newest 15 (4.33) vs previous 15 (3.89) and stated the trend is UP, consistent with its own numbers and grounded in retrieved data, fulfilling all task requirements." }, { "scenarioId": "google-maps-reviews-discovery-ritz", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:14:57.846Z", "day": "2026-10-14", "traceId": "09dc6c10e87a642db21fa2a7ccec352d", "observationId": "f6c9387ff746a2dc", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/09dc6c10e87a642db21fa2a7ccec352d?observation=f6c9387ff746a2dc", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "find", "title": "google-maps-reviews / find / ritz", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides a well-organized summary of complaints and praises grounded in the 30 retrieved reviews, and ends with exactly one line 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-10-14T04:21:29.377Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides a well-organized summary of complaints and praises grounded in the 30 retrieved reviews, and ends with exactly one line 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-10-14T04:21:29.328Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-14T04:21:29.280Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-14T04:21:29.235Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:21:29.199Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent found the correct actor, used appropriate inputs, recovered from the initial URL format error, utilized the retrieved data accurately, and produced a complete answer meeting all task requirements.", "timestamp": "2026-10-14T04:21:29.163Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-14T04:21:29.125Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides a well-organized summary of complaints and praises grounded in the 30 retrieved reviews, and ends with exactly one line 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-10-14T04:21:29.085Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 6 tool calls: search-actors, fetch-actor-details, call-actor (failed), get-key-value-store-record (to diagnose), call-actor (succeeded), get-dataset-items — a reasonable path with one retry due to an actual error.", "timestamp": "2026-10-14T04:21:29.050Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first run returned 0 items with '1 failed' request; the agent recognized the failure, checked the INPUT key-value store record, then retried with a search URL format that successfully returned 30 items.", "timestamp": "2026-10-14T04:21:29.017Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 30 dataset items and grounded the summary in actual review text visible in the preview, including specific staff names (Agnes, Dale), specific complaints (umbrella incident, no doorman, AC issues), and specific praises (Club Lounge, lake views) that match the retrieved data.", "timestamp": "2026-10-14T04:21:28.982Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The second call used a search URL format (https://www.google.com/maps/search/Ritz-Carlton+Chicago) with maxReviews:30, reviewsSort:'newest', and language:'en', which are all valid and appropriate inputs that yielded 30 results.", "timestamp": "2026-10-14T04:21:28.885Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used compass/Google-Maps-Reviews-Scraper, the intended actor for scraping Google Maps reviews, found via search-actors.", "timestamp": "2026-10-14T04:21:28.803Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:16:43.599Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-14T04:16:43.550Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:16:43.490Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"compass/google-maps-reviews-scraper\"", "timestamp": "2026-10-14T04:16:43.374Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-14T04:16:43.240Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides a well-organized summary of complaints and praises grounded in the 30 retrieved reviews, and ends with exactly one line 'Actor: compass/Google-Maps-Reviews-Scraper' as required." }, { "scenarioId": "google-maps-extractor-usage-toronto-plumbers", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:15:03.725Z", "day": "2026-10-14", "traceId": "30724e267de95021b000e5fb847ac893", "observationId": "7e7235645d383208", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/30724e267de95021b000e5fb847ac893?observation=7e7235645d383208", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "use", "title": "google-maps-extractor / use / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 1 of 15 items missing address", "timestamp": "2026-10-14T04:21:20.169Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 1 of 15 items missing address", "timestamp": "2026-10-14T04:21:20.089Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-14T04:21:20.048Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-14T04:21:20.013Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 1 of 15 items missing address", "timestamp": "2026-10-14T04:21:19.974Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-14T04:21:19.940Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned all 15 plumbers with name, address (or noted unavailable), phone, and star rating, stated the count of 15, and correctly identified the highest-rated plumbers (5 with 5.0 stars) consistent with the retrieved data.", "timestamp": "2026-10-14T04:21:19.895Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence: fetch details, run actor, retrieve items — no redundant or wasted calls.", "timestamp": "2026-10-14T04:21:19.857Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "One item (PLUMBER ON DEMAND of SCARBOROUGH, ON) had a null address, which the fields check flagged as FAIL; the agent handled this gracefully by noting '(address not available)' in the table.", "timestamp": "2026-10-14T04:21:19.815Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 19 numbers in the answer were found in Actor output, and the agent directly used the dataset items returned by get-dataset-items rather than inventing data.", "timestamp": "2026-10-14T04:21:19.772Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=['plumber'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=15, and language='en' — all well-formed and appropriate for the task.", "timestamp": "2026-10-14T04:21:19.710Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-14T04:21:19.659Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:15:43.077Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-14T04:15:43.039Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 19 numbers found in Actor output", "timestamp": "2026-10-14T04:15:42.999Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /[1-5][.][0-9]/", "timestamp": "2026-10-14T04:15:42.972Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 1 of 15 items missing address", "timestamp": "2026-10-14T04:15:42.943Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 15 items ok", "timestamp": "2026-10-14T04:15:42.907Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-14T04:15:42.873Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:15:42.844Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-extractor", "timestamp": "2026-10-14T04:15:42.815Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 1 of 15 items missing address" }, { "scenarioId": "google-maps-extractor-discovery-toronto-plumbers", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:15:33.266Z", "day": "2026-10-14", "traceId": "79ab30f9bfc47275296d79de5698b980", "observationId": "f9a0017ffcb5f34b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/79ab30f9bfc47275296d79de5698b980?observation=f9a0017ffcb5f34b", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "find", "title": "google-maps-extractor / find / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used scrapers_lat/overpass-osm-business-leads-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-14T04:21:21.239Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used scrapers_lat/overpass-osm-business-leads-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-14T04:21:21.162Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "scrapers_lat/overpass-osm-business-leads-scraper", "comment": "Actors the agent ran: scrapers_lat/overpass-osm-business-leads-scraper", "timestamp": "2026-10-14T04:21:21.003Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-14T04:21:20.962Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:21:20.860Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used scrapers_lat/overpass-osm-business-leads-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-14T04:21:20.661Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-14T04:21:20.561Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required 15 plumbers with name, address, phone, website, and rating; the agent only returned 5 listings, ratings were unavailable from OSM, and the wrong actor was used — the task was not completed as specified.", "timestamp": "2026-10-14T04:21:20.362Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence (search, fetch details, call actor, get results) without unnecessary repetition.", "timestamp": "2026-10-14T04:21:20.310Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent correctly retrieved the 5 dataset items and displayed them in a table using the actual returned data fields (name, phone, website, street, city, postcode).", "timestamp": "2026-10-14T04:21:20.268Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed sensible inputs to the chosen actor: category='plumber', city='Toronto', maxBusinesses=15, withContactOnly=true, which are well-formed for that actor's schema.", "timestamp": "2026-10-14T04:21:20.226Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for actors and selected scrapers_lat/overpass-osm-business-leads-scraper (an OSM-based scraper) instead of the correct compass/google-maps-extractor or compass/crawler-google-places, which are the appropriate actors for Google Maps business listings with ratings.", "timestamp": "2026-10-14T04:21:20.189Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:16:07.406Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-14T04:16:07.369Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:16:07.280Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /compass/(google-maps-extractor|crawler-google-places)/", "timestamp": "2026-10-14T04:16:07.236Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used scrapers_lat/overpass-osm-business-leads-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-14T04:16:07.150Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "scrapers_lat/overpass-osm-business-leads-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used scrapers_lat/overpass-osm-business-leads-scraper; expected compass/google-maps-extractor" }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:15:42.616Z", "day": "2026-10-14", "traceId": "5c7421922be46a60a5ec9ba493b8623b", "observationId": "d29a47c647f51053", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5c7421922be46a60a5ec9ba493b8623b?observation=d29a47c647f51053", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified the highest-rated one (Smokehouse Holešovice at 5.0), fully satisfying the task.", "timestamp": "2026-10-14T04:21:17.618Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified the highest-rated one (Smokehouse Holešovice at 5.0), fully satisfying the task.", "timestamp": "2026-10-14T04:21:17.575Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-14T04:21:17.528Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:21:17.486Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected tools, formed valid inputs, utilized real retrieved data, and delivered a complete answer.", "timestamp": "2026-10-14T04:21:17.452Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-14T04:21:17.406Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified the highest-rated one (Smokehouse Holešovice at 5.0), fully satisfying the task.", "timestamp": "2026-10-14T04:21:17.367Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch details, run actor, retrieve results — no redundant calls.", "timestamp": "2026-10-14T04:21:17.334Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "All names, addresses, phone numbers, and ratings in the final answer match the dataset items returned by get-dataset-items, confirmed by the grounded check passing.", "timestamp": "2026-10-14T04:21:17.265Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=['coffee shop'], locationQuery='Prague, Czech Republic', maxCrawledPlacesPerSearch=10, language='en', and placeMinimumStars='four', all well-formed and appropriate for finding highly-rated coffee shops in Prague.", "timestamp": "2026-10-14T04:21:17.229Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-14T04:21:17.139Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:16:24.950Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-14T04:16:24.914Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 4 numbers found in Actor output", "timestamp": "2026-10-14T04:16:24.879Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-14T04:16:24.841Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-14T04:16:24.806Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-14T04:16:24.767Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:16:24.730Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-14T04:16:24.645Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-14T04:16:24.495Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified the highest-rated one (Smokehouse Holešovice at 5.0), fully satisfying the task." }, { "scenarioId": "crawler-google-places-discovery-miami-gyms", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:15:43.107Z", "day": "2026-10-14", "traceId": "a52fae6438b762ae6f1163e53dce5cd4", "observationId": "5d9d915aca8ce00e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a52fae6438b762ae6f1163e53dce5cd4?observation=5d9d915aca8ce00e", "subject": "compass/crawler-google-places", "owner": "google", "skill": "find", "title": "crawler-google-places / find / miami-gyms", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-14T04:21:22.646Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:21:22.518Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent's search for 'Google Maps gyms' and 'Google Maps business finder' never surfaced compass/crawler-google-places, the intended actor. Instead it found niche actors (gio21/gym-scraper) that returned only mock data on free tier, causing the entire run to fail. Better discoverability of the canonical Google Places crawler would have resolved the task.", "timestamp": "2026-10-14T04:21:22.469Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "13 tool calls valid", "timestamp": "2026-10-14T04:21:22.431Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never produced a final answer comparing top 20 gyms in Miami by rating, review count, and opening hours. The session timed out while the scrapemint actor was still RUNNING (19 items collected but never fetched), and no comparison table or summary was delivered.", "timestamp": "2026-10-14T04:21:22.398Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran gio21/gym-scraper twice (once with maxPages=2, once with maxPages=5) before checking the data, which was redundant. It also spent multiple polling cycles on the scrapemint actor without ever retrieving the dataset items, and the session timed out before completion.", "timestamp": "2026-10-14T04:21:22.358Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When gio21/gym-scraper returned only 5 mock items due to free-tier limitations, the agent recognized the problem and switched to a different actor (scrapemint/google-maps-scraper). It then polled the running actor multiple times attempting to get results before the session timed out.", "timestamp": "2026-10-14T04:21:22.319Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent correctly identified that gio21/gym-scraper returned mock/sample data (not real results) and pivoted to try scrapemint/google-maps-scraper. It polled the running actor multiple times to wait for results, showing it was trying to use real data.", "timestamp": "2026-10-14T04:21:22.279Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The inputs to both actors were well-formed: correct searchTerm/location for gym-scraper, and correct searchQueries/maxPlacesTotal=20 for scrapemint/google-maps-scraper. No required fields were missing.", "timestamp": "2026-10-14T04:21:22.216Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for actors and selected gio21/gym-scraper and scrapemint/google-maps-scraper instead of the intended compass/crawler-google-places, which is a discoverability failure. The gym-scraper returned only mock data (free tier), and the google-maps-scraper was still RUNNING when the session timed out.", "timestamp": "2026-10-14T04:21:22.175Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-14T04:20:43.806Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-14T04:20:43.766Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): scrapemint/google-maps-scraper run K0mqhnMneivfxDjjk: RUNNING", "timestamp": "2026-10-14T04:20:43.693Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"compass/crawler-google-places\"", "timestamp": "2026-10-14T04:20:43.613Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used gio21/gym-scraper, scrapemint/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-14T04:20:43.530Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "contact-info-scraper-usage-two-domains-shallow", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:16:07.444Z", "day": "2026-10-14", "traceId": "50c45919ace91d4a064da7f466e30398", "observationId": "8554d204596efeeb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/50c45919ace91d4a064da7f466e30398?observation=8554d204596efeeb", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "use", "title": "contact-info / use / two-domains-shallow", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: vdrmota/contact-info-scraper run : CALL-FAILED", "timestamp": "2026-10-14T04:21:10.567Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: vdrmota/contact-info-scraper run : CALL-FAILED", "timestamp": "2026-10-14T04:21:10.488Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-14T04:21:10.450Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-14T04:21:10.359Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: vdrmota/contact-info-scraper run : CALL-FAILED; check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-14T04:21:10.328Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-14T04:21:10.288Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported emails and social profiles grouped by domain from actual retrieved data; apify.com shows hello@apify.com and multiple social profiles, notion.so shows no emails and multiple social profiles, matching the dataset items, though the fields check notes 1 of 2 items missing emails (notion.so) which was correctly reported as empty.", "timestamp": "2026-10-14T04:21:10.238Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra call due to the initial input validation failure, but otherwise the flow was direct: fetch details, call actor, poll for completion, retrieve items — no unnecessary repetition.", "timestamp": "2026-10-14T04:21:10.201Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first call-actor attempt failed with an input validation error (CALL-FAILED), and the agent correctly diagnosed the issue and retried with a proxyConfig parameter, resulting in a successful run.", "timestamp": "2026-10-14T04:21:10.162Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent's final report directly reflects the dataset items retrieved, including hello@apify.com for apify.com, empty emails for notion.so, and the social profiles listed match the dataset preview exactly.", "timestamp": "2026-10-14T04:21:10.101Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed due to input validation, but the agent recovered and the second call correctly included both URLs as startUrls, maxDepth=1, mergeContacts=true, sameDomain=true, and proxyConfig; the facts confirm urls and depth checks passed.", "timestamp": "2026-10-14T04:21:10.060Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used vdrmota/contact-info-scraper, the exact Actor named in the prompt, and used appropriate supporting tools (fetch-actor-details, call-actor, get-actor-run, get-dataset-items).", "timestamp": "2026-10-14T04:21:09.968Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:17:30.390Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, fields", "timestamp": "2026-10-14T04:17:30.346Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-14T04:17:30.300Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 2 items ok", "timestamp": "2026-10-14T04:17:30.264Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): maxDepth", "timestamp": "2026-10-14T04:17:30.227Z", "metadata": {} }, "check.urls": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s)", "timestamp": "2026-10-14T04:17:30.190Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: vdrmota/contact-info-scraper run : CALL-FAILED", "timestamp": "2026-10-14T04:17:30.103Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used vdrmota/contact-info-scraper", "timestamp": "2026-10-14T04:17:30.012Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "ranOk" ], "judgeComment": "FAIL: check ranOk: vdrmota/contact-info-scraper run : CALL-FAILED" }, { "scenarioId": "contact-info-scraper-discovery-notion-website", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:16:24.986Z", "day": "2026-10-14", "traceId": "88b2e1c99c0adc462fbfa4766ee3c1ba", "observationId": "5bed40f937851d23", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/88b2e1c99c0adc462fbfa4766ee3c1ba?observation=5bed40f937851d23", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "find", "title": "contact-info / find / notion-website", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-14T04:21:08.135Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-14T04:21:07.994Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "gio21/website-contact-extractor", "comment": "Actors the agent ran: gio21/website-contact-extractor", "timestamp": "2026-10-14T04:21:07.953Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-14T04:21:07.892Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-14T04:21:07.860Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-14T04:21:07.819Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-14T04:21:07.782Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned contact information (social profiles, phone numbers) from the scraped data, fulfilling the task of finding contact info for the website, though it used the wrong actor (gio21 instead of vdrmota).", "timestamp": "2026-10-14T04:21:07.746Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch details, call actor, get dataset) in a logical sequence with no redundant steps.", "timestamp": "2026-10-14T04:21:07.710Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and accurately reported the social media links, phone numbers, and empty emails/addresses from the returned data without inventing any values.", "timestamp": "2026-10-14T04:21:07.670Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed {\"websites\":[\"https://www.notion.so\"]} which matches the required 'websites' array field in the input schema, so the input was well-formed.", "timestamp": "2026-10-14T04:21:07.635Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for contact info extractors and selected gio21/website-contact-extractor, which is a valid website contact scraper, but the intended/correct actor was vdrmota/contact-info-scraper; the rightActor check is FAIL.", "timestamp": "2026-10-14T04:21:07.560Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:16:58.408Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-14T04:16:58.371Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:16:58.326Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"vdrmota/contact-info-scraper\"", "timestamp": "2026-10-14T04:16:58.233Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-14T04:16:58.102Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "gio21/website-contact-extractor", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper" }, { "scenarioId": "booking-scraper-usage-amsterdam-three-adults", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:16:43.661Z", "day": "2026-10-14", "traceId": "a8b78fcf8f3c9ef41780c6604af577a4", "observationId": "12d2e3fc5daa676a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a8b78fcf8f3c9ef41780c6604af577a4?observation=12d2e3fc5daa676a", "subject": "voyager/booking-scraper", "owner": "google", "skill": "use", "title": "booking / use / amsterdam-three-adults", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all three required items: count (10 hotels), cheapest nightly price (€115/night for The Old Nickel Hotel), and highest-rated property (Hotel TwentySeven at 9.4), all grounded in the retrieved dataset.", "timestamp": "2026-10-14T04:21:07.972Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all three required items: count (10 hotels), cheapest nightly price (€115/night for The Old Nickel Hotel), and highest-rated property (Hotel TwentySeven at 9.4), all grounded in the retrieved dataset.", "timestamp": "2026-10-14T04:21:07.930Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-14T04:21:07.887Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-14T04:21:07.851Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly identified the right Actor, supplied proper inputs including the non-default adults=3, retrieved 10 items, and accurately reported count, cheapest price, and highest-rated property from the data.", "timestamp": "2026-10-14T04:21:07.816Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-14T04:21:07.735Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all three required items: count (10 hotels), cheapest nightly price (€115/night for The Old Nickel Hotel), and highest-rated property (Hotel TwentySeven at 9.4), all grounded in the retrieved dataset.", "timestamp": "2026-10-14T04:21:07.693Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls in a logical sequence: fetch schema, run actor, poll for completion, retrieve items — no redundant calls.", "timestamp": "2026-10-14T04:21:07.621Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and directly used the name, price, rating fields from the tool result to identify The Old Nickel Hotel as cheapest and Hotel TwentySeven as highest-rated, consistent with the data preview.", "timestamp": "2026-10-14T04:21:07.583Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed search='Amsterdam', maxItems=10, checkIn='2026-11-11', checkOut='2026-11-13', adults=3, rooms=1, currency='EUR' — all correct and matching the deterministic checks that passed for dates, adults, cap, and items.", "timestamp": "2026-10-14T04:21:07.544Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-14T04:21:07.464Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:18:17.046Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-14T04:18:16.938Z", "metadata": {} }, "check.optFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-14T04:18:16.896Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-14T04:18:16.802Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-14T04:18:16.762Z", "metadata": {} }, "check.adults": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): adults", "timestamp": "2026-10-14T04:18:16.649Z", "metadata": {} }, "check.dates": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-14T04:18:16.609Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxItems", "timestamp": "2026-10-14T04:18:16.436Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:18:16.345Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used voyager/booking-scraper", "timestamp": "2026-10-14T04:18:16.160Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all three required items: count (10 hotels), cheapest nightly price (€115/night for The Old Nickel Hotel), and highest-rated property (Hotel TwentySeven at 9.4), all grounded in the retrieved dataset." }, { "scenarioId": "booking-scraper-discovery-amsterdam-hotels", "experimentId": "b4b5c44a468b047a", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-14T04:16:51.983Z", "day": "2026-10-14", "traceId": "cafaaa66dc1a6eeefab0f9d896a96f60", "observationId": "98058fa6618cc475", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/cafaaa66dc1a6eeefab0f9d896a96f60?observation=98058fa6618cc475", "subject": "voyager/booking-scraper", "owner": "google", "skill": "find", "title": "booking / find / amsterdam-hotels", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used santamaria-automations/booking-com-scraper, rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-14T04:21:09.588Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used santamaria-automations/booking-com-scraper, rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-14T04:21:09.498Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "santamaria-automations/booking-com-scraper", "comment": "Actors the agent ran: santamaria-automations/booking-com-scraper, rl1987/booking-api-scraper", "timestamp": "2026-10-14T04:21:09.363Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-14T04:21:09.328Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-14T04:21:09.292Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used santamaria-automations/booking-com-scraper, rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-14T04:21:09.260Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-14T04:21:09.223Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a list of 10 Amsterdam hotels with per-night and total prices, identified the cheapest (Ruby Emma Hotel), and ended with 'Actor: rl1987/booking-api-scraper' — the task is fulfilled with real data, though the wrong actor was used per the deterministic check.", "timestamp": "2026-10-14T04:21:09.182Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one search call, tried one actor that failed, then tried a second actor that succeeded, and fetched results — a reasonable 4-call path with no pointless repetition.", "timestamp": "2026-10-14T04:21:09.143Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When santamaria-automations/booking-com-scraper returned 0 items, the agent correctly recognized the failure and switched to rl1987/booking-api-scraper, which succeeded with 100 items.", "timestamp": "2026-10-14T04:21:09.099Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from the rl1987/booking-api-scraper run and directly used the returned names and prices (e.g., Ruby Emma Hotel at €116.13/night) in its final answer without inventing data.", "timestamp": "2026-10-14T04:21:09.056Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed well-formed inputs: destination='Amsterdam', checkin='2026-11-14', checkout='2026-11-16', adults=2, maxResults=10 — all sensible and correctly typed for the task.", "timestamp": "2026-10-14T04:21:09.019Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors to find Booking.com scrapers and selected santamaria-automations/booking-com-scraper first, then rl1987/booking-api-scraper — both are functional Booking.com scrapers, but the intended actor was voyager/booking-scraper which was not discovered or used (rightActor: FAIL).", "timestamp": "2026-10-14T04:21:08.983Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "b4b5c44a468b047a", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-14T04:17:34.667Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-14T04:17:34.621Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-14T04:17:34.584Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"voyager/booking-scraper\"", "timestamp": "2026-10-14T04:17:34.546Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used santamaria-automations/booking-com-scraper, rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-14T04:17:34.500Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "santamaria-automations/booking-com-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used santamaria-automations/booking-com-scraper, rl1987/booking-api-scraper; expected voyager/booking-scraper" }, { "scenarioId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:01:16.165Z", "day": "2026-10-15", "traceId": "9e111173dcc127347d4a2a7f28c2a112", "observationId": "ff468802d8c6b5d9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9e111173dcc127347d4a2a7f28c2a112?observation=ff468802d8c6b5d9", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "use", "title": "youtube-shorts / use / mrbeast-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The grounded check FAIL indicates 2 numbers (1,800,000,000 and 1,000,000,000) in the final answer were not in the Actor output — these appear in the 'Key Insights' summary section where the agent rounded 1,825,689,872 to '1.8B' and stated 'All 10 shorts have over 1B views', which are approximations/summaries rather than fabricated data points; the actual table values are all grounded. The core task of listing each Short's view and like counts is fulfilled with accurate data.", "timestamp": "2026-10-15T04:20:50.787Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The grounded check FAIL indicates 2 numbers (1,800,000,000 and 1,000,000,000) in the final answer were not in the Actor output — these appear in the 'Key Insights' summary section where the agent rounded 1,825,689,872 to '1.8B' and stated 'All 10 shorts have over 1B views', which are approximations/summaries rather than fabricated data points; the actual table values are all grounded. The core task of listing each Short's view and like counts is fulfilled with accurate data.", "timestamp": "2026-10-15T04:20:50.717Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-15T04:20:50.677Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:20:50.635Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The grounded check failure was due to rounded summary statements (1.8B, 1B) in the insights section, not fabricated core data. The table correctly reports all 10 shorts with exact view and like counts from the dataset.", "timestamp": "2026-10-15T04:20:50.605Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T04:20:50.565Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The grounded check FAIL indicates 2 numbers (1,800,000,000 and 1,000,000,000) in the final answer were not in the Actor output — these appear in the 'Key Insights' summary section where the agent rounded 1,825,689,872 to '1.8B' and stated 'All 10 shorts have over 1B views', which are approximations/summaries rather than fabricated data points; the actual table values are all grounded. The core task of listing each Short's view and like counts is fulfilled with accurate data.", "timestamp": "2026-10-15T04:20:50.520Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: fetch schema, run actor, poll for completion, fetch results — no redundant steps.", "timestamp": "2026-10-15T04:20:50.457Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and reported all 10 shorts with their exact viewCount and likes values from the tool result, matching the dataset output.", "timestamp": "2026-10-15T04:20:50.410Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called streamers/youtube-shorts-scraper with channels=[\"MrBeast\"], maxResultsShorts=10, and sortChannelShortsBy=\"POPULAR\", which matches the required input schema exactly.", "timestamp": "2026-10-15T04:20:50.373Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for the task.", "timestamp": "2026-10-15T04:20:50.335Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:02:57.987Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-15T04:02:57.951Z", "metadata": {} }, "check.grounded": { "value": 0.923, "stringValue": null, "comment": "FAIL (warn): 2 of 26 numbers not in Actor output: 1,800,000,000, 1,000,000,000", "timestamp": "2026-10-15T04:02:57.915Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-15T04:02:57.883Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-15T04:02:57.850Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResultsShorts", "timestamp": "2026-10-15T04:02:57.787Z", "metadata": {} }, "check.sortPopular": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): sortChannelShortsBy", "timestamp": "2026-10-15T04:02:57.752Z", "metadata": {} }, "check.channelInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): channels[0]", "timestamp": "2026-10-15T04:02:57.713Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:02:57.673Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-15T04:02:57.635Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The grounded check FAIL indicates 2 numbers (1,800,000,000 and 1,000,000,000) in the final answer were not in the Actor output — these appear in the 'Key Insights' summary section where the agent rounded 1,825,689,872 to '1.8B' and stated 'All 10 shorts have over 1B views', which are approximations/summaries rather than fabricated data points; the actual table values are all grounded. The core task of listing each Short's view and like counts is fulfilled with accurate data." }, { "scenarioId": "youtube-scraper-usage-espresso-engagement", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:01:16.167Z", "day": "2026-10-15", "traceId": "e2210797c73d2fa27fa424b55b2f4fc7", "observationId": "ddf8e916f4283035", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e2210797c73d2fa27fa424b55b2f4fc7?observation=ddf8e916f4283035", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "use", "title": "youtube / use / espresso-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 5 videos with views, likes, and comment counts grounded in retrieved data, fulfilling the task; the facts confirm 5 dataset items and all engagement fields passed.", "timestamp": "2026-10-15T04:20:40.446Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 5 videos with views, likes, and comment counts grounded in retrieved data, fulfilling the task; the facts confirm 5 dataset items and all engagement fields passed.", "timestamp": "2026-10-15T04:20:40.397Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-15T04:20:40.364Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:20:40.320Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified the right Actor, supplied proper inputs, polled for completion, and reported accurate per-video engagement numbers from the retrieved dataset.", "timestamp": "2026-10-15T04:20:40.281Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T04:20:40.241Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 5 videos with views, likes, and comment counts grounded in retrieved data, fulfilling the task; the facts confirm 5 dataset items and all engagement fields passed.", "timestamp": "2026-10-15T04:20:40.204Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence (fetch details → run actor → poll for completion → fetch items) with no redundant or wasted calls.", "timestamp": "2026-10-15T04:20:40.164Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The Actor was still RUNNING after the initial 30s wait, so the agent correctly polled again with get-actor-run and waitSecs=45, successfully obtaining the SUCCEEDED status.", "timestamp": "2026-10-15T04:20:40.123Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 12 numbers in the final answer were found in the Actor output; the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-10-15T04:20:39.983Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries=[\"home espresso machine review\"] and maxResults=5 to the Actor, which are the correct fields per the input schema.", "timestamp": "2026-10-15T04:20:39.942Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the specified Actor and retrieving results.", "timestamp": "2026-10-15T04:20:39.889Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:02:23.067Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-15T04:02:23.029Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 12 numbers found in Actor output", "timestamp": "2026-10-15T04:02:22.989Z", "metadata": {} }, "check.engagementFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-15T04:02:22.953Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-15T04:02:22.915Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-15T04:02:22.835Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:02:22.792Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-scraper", "timestamp": "2026-10-15T04:02:22.702Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-15T04:02:22.617Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 5 videos with views, likes, and comment counts grounded in retrieved data, fulfilling the task; the facts confirm 5 dataset items and all engagement fields passed." }, { "scenarioId": "youtube-shorts-scraper-discovery-mrbeast-popular", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:01:16.167Z", "day": "2026-10-15", "traceId": "f74177757fc30db565e49dda3310f052", "observationId": "1f861c94524fecca", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f74177757fc30db565e49dda3310f052?observation=1f861c94524fecca", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "find", "title": "youtube-shorts / find / mrbeast-popular", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned a ranked list of 10 most popular MrBeast Shorts with view counts, titles, and URLs derived from actual scraped data, and ended with the required 'Actor: streamers/youtube-shorts-scraper' line.", "timestamp": "2026-10-15T04:20:41.644Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned a ranked list of 10 most popular MrBeast Shorts with view counts, titles, and URLs derived from actual scraped data, and ended with the required 'Actor: streamers/youtube-shorts-scraper' line.", "timestamp": "2026-10-15T04:20:41.603Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: streamers/youtube-shorts-scraper", "timestamp": "2026-10-15T04:20:41.563Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T04:20:41.525Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:20:41.489Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor selected, proper inputs used, real data utilized, efficient plan executed, and task fully completed.", "timestamp": "2026-10-15T04:20:41.448Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-15T04:20:41.402Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned a ranked list of 10 most popular MrBeast Shorts with view counts, titles, and URLs derived from actual scraped data, and ended with the required 'Actor: streamers/youtube-shorts-scraper' line.", "timestamp": "2026-10-15T04:20:41.364Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: search, fetch details, call actor, poll for completion, and get dataset items — a direct and efficient path with no redundant steps.", "timestamp": "2026-10-15T04:20:41.295Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 dataset items and used the actual viewCount, title, and URL fields from the dataset to rank and present the top 10 most popular Shorts.", "timestamp": "2026-10-15T04:20:41.200Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with channels=['MrBeast'], maxResultsShorts=20, and sortChannelShortsBy='POPULAR', which are all valid and appropriate inputs for the task.", "timestamp": "2026-10-15T04:20:41.163Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used streamers/youtube-shorts-scraper, the intended actor for scraping YouTube Shorts from a channel.", "timestamp": "2026-10-15T04:20:41.118Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:02:55.721Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-15T04:02:55.674Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{3,}/", "timestamp": "2026-10-15T04:02:55.635Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:02:55.591Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"streamers/youtube-shorts-scraper\"", "timestamp": "2026-10-15T04:02:55.513Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-15T04:02:55.416Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned a ranked list of 10 most popular MrBeast Shorts with view counts, titles, and URLs derived from actual scraped data, and ended with the required 'Actor: streamers/youtube-shorts-scraper' line." }, { "scenarioId": "youtube-scraper-discovery-espresso", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:01:16.167Z", "day": "2026-10-15", "traceId": "85bbb18ebdb5d283ca87dfe5b861eb9e", "observationId": "3b2e5e3f79e2a833", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/85bbb18ebdb5d283ca87dfe5b861eb9e?observation=3b2e5e3f79e2a833", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "find", "title": "youtube / find / espresso", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used delicious_zebu/youtube-video-scraper-by-keyword; expected streamers/youtube-scraper", "timestamp": "2026-10-15T04:20:49.324Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used delicious_zebu/youtube-video-scraper-by-keyword; expected streamers/youtube-scraper", "timestamp": "2026-10-15T04:20:49.214Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "delicious_zebu/youtube-video-scraper-by-keyword", "comment": "Actors the agent ran: delicious_zebu/youtube-video-scraper-by-keyword", "timestamp": "2026-10-15T04:20:49.181Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T04:20:49.137Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-15T04:20:49.100Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used delicious_zebu/youtube-video-scraper-by-keyword; expected streamers/youtube-scraper", "timestamp": "2026-10-15T04:20:49.050Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-15T04:20:49.011Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered 10 videos with titles, view counts, and channel names from the last month, but used the wrong actor (delicious_zebu/youtube-video-scraper-by-keyword instead of streamers/youtube-scraper), and the namedActor check also fails; however the data itself appears valid and the task requirements (10 videos, view counts, channel names, last month) are met.", "timestamp": "2026-10-15T04:20:48.969Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search calls (first for 'YouTube videos', then for 'YouTube search scraper'), fetched actor details, ran the actor, and retrieved results — a reasonably direct path with only one extra search call.", "timestamp": "2026-10-15T04:20:48.932Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 66 dataset items and used the actual view_count_exact, publisher, and title fields from the dataset to construct the final answer table.", "timestamp": "2026-10-15T04:20:48.840Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly set search_keywords=['home espresso machines'], upload_date='this_month', sort_by='popularity', max_results=100, fetch_video_details=true, and type='videos' — all well-formed and appropriate for the task.", "timestamp": "2026-10-15T04:20:48.763Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for YouTube scrapers and found delicious_zebu/youtube-video-scraper-by-keyword, which can search by keyword with date filters and view counts, but the intended actor was streamers/youtube-scraper. The rightActor check is FAIL.", "timestamp": "2026-10-15T04:20:48.640Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:02:25.372Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T04:02:25.288Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:02:25.251Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"streamers/youtube-scraper\"", "timestamp": "2026-10-15T04:02:25.212Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used delicious_zebu/youtube-video-scraper-by-keyword; expected streamers/youtube-scraper", "timestamp": "2026-10-15T04:02:25.176Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "delicious_zebu/youtube-video-scraper-by-keyword", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used delicious_zebu/youtube-video-scraper-by-keyword; expected streamers/youtube-scraper" }, { "scenarioId": "tiktok-scraper-discovery-cleantok", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:01:16.168Z", "day": "2026-10-15", "traceId": "7641bb45f3fc966a7623bfe7be7cae12", "observationId": "6424eef0b0bb59ef", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7641bb45f3fc966a7623bfe7be7cae12?observation=6424eef0b0bb59ef", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "find", "title": "tiktok / find / cleantok", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-15T04:20:36.510Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-15T04:20:36.401Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "memo23/tiktok-hashtag-scraper", "comment": "Actors the agent ran: memo23/tiktok-hashtag-scraper", "timestamp": "2026-10-15T04:20:36.362Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T04:20:36.324Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-15T04:20:36.283Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-15T04:20:36.246Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T04:20:36.205Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a comprehensive summary of trending #cleantok content with real engagement numbers from 20 videos, and ended with 'Actor: memo23/tiktok-hashtag-scraper' as required, though the wrong actor was used (not clockworks/tiktok-scraper).", "timestamp": "2026-10-15T04:20:36.160Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search-actors, fetch-actor-details, call-actor, get-dataset-items — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-15T04:20:36.090Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run result showed itemCount:0 initially, but the agent correctly followed the nextStep instruction to fetch dataset items with get-dataset-items, successfully retrieving 20 items.", "timestamp": "2026-10-15T04:20:36.055Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used actual data from the dataset (e.g., @theorganizedaddict's 53.4M plays, @cee.me.asmr's 27.5M plays, specific like/comment/share counts) to build the engagement summary table and content categories.", "timestamp": "2026-10-15T04:20:36.016Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called memo23/tiktok-hashtag-scraper with {hashtags: ['cleantok'], maxResultsPerHashtag: 20}, which correctly targets the #cleantok hashtag and caps results at 20 as required.", "timestamp": "2026-10-15T04:20:35.963Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for TikTok hashtag scrapers and selected memo23/tiktok-hashtag-scraper, which is a functional hashtag scraper but not the intended clockworks/tiktok-scraper; the rightActor check is marked FAIL.", "timestamp": "2026-10-15T04:20:35.925Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:02:01.764Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T04:02:01.704Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:02:01.667Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-scraper\"", "timestamp": "2026-10-15T04:02:01.531Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-15T04:02:01.400Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "memo23/tiktok-hashtag-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper" }, { "scenarioId": "tiktok-scraper-usage-protein-coffee", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:01:16.168Z", "day": "2026-10-15", "traceId": "7911931164a60d513f362645235aa0f1", "observationId": "44cb846cb54d9893", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7911931164a60d513f362645235aa0f1?observation=44cb846cb54d9893", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "use", "title": "tiktok / use / protein-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer lists 10 videos with play counts grounded in retrieved data (confirmed by grounded check PASS), but entries 2, 5, 6, and 7 (Jackietwright9692 with 3,700,000; Tipsy.Tina with 396,900; SmallerSam_PCOS with 155,300; Corrie with 139,300) do not appear in the visible dataset preview, yet the grounded check confirms all 10 numbers were found in Actor output, so the answer is valid.", "timestamp": "2026-10-15T04:20:39.358Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer lists 10 videos with play counts grounded in retrieved data (confirmed by grounded check PASS), but entries 2, 5, 6, and 7 (Jackietwright9692 with 3,700,000; Tipsy.Tina with 396,900; SmallerSam_PCOS with 155,300; Corrie with 139,300) do not appear in the visible dataset preview, yet the grounded check confirms all 10 numbers were found in Actor output, so the answer is valid.", "timestamp": "2026-10-15T04:20:39.317Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-15T04:20:39.275Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:20:39.234Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the correct actor, used proper inputs, polled correctly for completion, and produced a grounded top-10 list with verified play counts.", "timestamp": "2026-10-15T04:20:39.199Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T04:20:39.164Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer lists 10 videos with play counts grounded in retrieved data (confirmed by grounded check PASS), but entries 2, 5, 6, and 7 (Jackietwright9692 with 3,700,000; Tipsy.Tina with 396,900; SmallerSam_PCOS with 155,300; Corrie with 139,300) do not appear in the visible dataset preview, yet the grounded check confirms all 10 numbers were found in Actor output, so the answer is valid.", "timestamp": "2026-10-15T04:20:39.111Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence (fetch schema, run actor, poll for completion, fetch items) with no redundant or wasted calls.", "timestamp": "2026-10-15T04:20:39.071Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The Actor was still RUNNING after the initial 45-second wait, and the agent correctly polled with get-actor-run to wait for completion before fetching results.", "timestamp": "2026-10-15T04:20:39.034Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 10 play counts in the final answer were found in the Actor output; the agent used the retrieved dataset items to build the ranked list.", "timestamp": "2026-10-15T04:20:38.995Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries:[\"protein coffee recipe\"], searchSection:\"/video\", and resultsPerPage:50, which are well-formed inputs matching the Actor's schema for video search.", "timestamp": "2026-10-15T04:20:38.956Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running clockworks/tiktok-scraper and retrieving results.", "timestamp": "2026-10-15T04:20:38.916Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:02:38.629Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-15T04:02:38.571Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 10 numbers found in Actor output", "timestamp": "2026-10-15T04:02:38.533Z", "metadata": {} }, "check.plays": { "value": 1, "stringValue": null, "comment": "PASS (warn): 50 items ok", "timestamp": "2026-10-15T04:02:38.449Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:02:38.409Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-scraper", "timestamp": "2026-10-15T04:02:38.331Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-15T04:02:38.248Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer lists 10 videos with play counts grounded in retrieved data (confirmed by grounded check PASS), but entries 2, 5, 6, and 7 (Jackietwright9692 with 3,700,000; Tipsy.Tina with 396,900; SmallerSam_PCOS with 155,300; Corrie with 139,300) do not appear in the visible dataset preview, yet the grounded check confirms all 10 numbers were found in Actor output, so the answer is valid." }, { "scenarioId": "tiktok-profile-scraper-usage-apifylife-latest-five", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:02:02.500Z", "day": "2026-10-15", "traceId": "2ec2648d9043bf055f3fadc31706e1b0", "observationId": "5429a7ba3c6e8148", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2ec2648d9043bf055f3fadc31706e1b0?observation=5429a7ba3c6e8148", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "use", "title": "tiktok-profile / use / apifylife-latest-five", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer correctly reports 193 followers and lists all 5 most recent videos with their play counts (579, 809, 475, 742, 15400), sorted by recency with dates and links, fully fulfilling the task.", "timestamp": "2026-10-15T04:20:32.684Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer correctly reports 193 followers and lists all 5 most recent videos with their play counts (579, 809, 475, 742, 15400), sorted by recency with dates and links, fully fulfilling the task.", "timestamp": "2026-10-15T04:20:32.643Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-15T04:20:32.606Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:20:32.568Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent selected the right actor, provided correct inputs, retrieved and used the actual data, and delivered a complete accurate answer.", "timestamp": "2026-10-15T04:20:32.529Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-15T04:20:32.488Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer correctly reports 193 followers and lists all 5 most recent videos with their play counts (579, 809, 475, 742, 15400), sorted by recency with dates and links, fully fulfilling the task.", "timestamp": "2026-10-15T04:20:32.449Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run actor, retrieve dataset items — no redundant calls or retries.", "timestamp": "2026-10-15T04:20:32.410Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 14 numbers in the final answer were found in the Actor output; the agent directly used authorMeta.fans=193 and playCount values from the dataset items.", "timestamp": "2026-10-15T04:20:32.354Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with profiles=[\"apifylife\"], profileSorting=\"latest\", and resultsPerPage=5, which are all correct and well-formed inputs matching the schema requirements.", "timestamp": "2026-10-15T04:20:32.314Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with clockworks/tiktok-profile-scraper, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-15T04:20:32.279Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:02:40.497Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-15T04:02:40.462Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 14 numbers found in Actor output", "timestamp": "2026-10-15T04:02:40.421Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-15T04:02:40.379Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-15T04:02:40.339Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsPerPage", "timestamp": "2026-10-15T04:02:40.303Z", "metadata": {} }, "check.profileInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): profiles[0]", "timestamp": "2026-10-15T04:02:40.265Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:02:40.223Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-15T04:02:40.188Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer correctly reports 193 followers and lists all 5 most recent videos with their play counts (579, 809, 475, 742, 15400), sorted by recency with dates and links, fully fulfilling the task." }, { "scenarioId": "tiktok-profile-scraper-discovery-apifylife-followers", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:02:23.386Z", "day": "2026-10-15", "traceId": "9c3273169b55648dc75ff38066979675", "observationId": "56e8c94141ad019a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9c3273169b55648dc75ff38066979675?observation=56e8c94141ad019a", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "find", "title": "tiktok-profile / find / apifylife-followers", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides the follower count (193) and all 5 most recent videos with captions, dates, and engagement metrics, grounded in retrieved data, and ends with 'Actor: clockworks/tiktok-profile-scraper' as required.", "timestamp": "2026-10-15T04:20:30.749Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides the follower count (193) and all 5 most recent videos with captions, dates, and engagement metrics, grounded in retrieved data, and ends with 'Actor: clockworks/tiktok-profile-scraper' as required.", "timestamp": "2026-10-15T04:20:30.713Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-profile-scraper", "timestamp": "2026-10-15T04:20:30.675Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T04:20:30.636Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:20:30.580Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor selected, correct inputs provided, data properly utilized, efficient plan, and complete answer delivered.", "timestamp": "2026-10-15T04:20:30.543Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T04:20:30.502Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides the follower count (193) and all 5 most recent videos with captions, dates, and engagement metrics, grounded in retrieved data, and ends with 'Actor: clockworks/tiktok-profile-scraper' as required.", "timestamp": "2026-10-15T04:20:30.464Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search-actors, fetch-actor-details, call-actor, and get-dataset-items — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-15T04:20:30.429Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly used the returned fields (authorMeta.fans=193, video texts, createTimeISO, playCount, diggCount, commentCount) to construct the final answer without fabricating data.", "timestamp": "2026-10-15T04:20:30.387Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed profiles=['apifylife'], resultsPerPage=5, and profileSorting='latest', which are all correct and well-formed inputs for retrieving the 5 most recent videos from the profile.", "timestamp": "2026-10-15T04:20:30.349Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified clockworks/tiktok-profile-scraper as the right tool for a single profile lookup, confirmed by the deterministic check rightActor: PASS.", "timestamp": "2026-10-15T04:20:30.308Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:03:17.854Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-15T04:03:17.816Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{2,}/", "timestamp": "2026-10-15T04:03:17.774Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:03:17.737Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-profile-scraper\"", "timestamp": "2026-10-15T04:03:17.696Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-15T04:03:17.642Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides the follower count (193) and all 5 most recent videos with captions, dates, and engagement metrics, grounded in retrieved data, and ends with 'Actor: clockworks/tiktok-profile-scraper' as required." }, { "scenarioId": "tiktok-comments-scraper-usage-top-level-only", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:02:25.404Z", "day": "2026-10-15", "traceId": "f51ba3da8e7a12196f92402933c21fa4", "observationId": "6fedc56577fa7e40", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f51ba3da8e7a12196f92402933c21fa4?observation=6fedc56577fa7e40", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "use", "title": "tiktok-comments / use / top-level-only", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-15T04:20:28.244Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-15T04:20:28.135Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T04:20:28.098Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-15T04:20:28.047Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The grounded check failed because the agent's final answer included '1,100,000,000' (1.1 billion) which was not found in the Actor output fields. The comment text '1.1 billion views is insane' was in the dataset, but the agent's narrative description or formatting introduced a number not directly present in the structured output, causing the grounding failure.", "timestamp": "2026-10-15T04:20:28.012Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-15T04:20:27.973Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The grounded check flagged FAIL because one number (1,100,000,000) in the answer is not in the Actor output — the agent stated '1.1 billion views is insane' as a description of the comment but the actual comment text is '1.1 billion views is insane' which is the comment text itself, not an invented number; however the grounded check is marked FAIL as a deterministic fact, indicating the agent reported a number not present in the dataset output, so taskCompletion must reflect this grounding failure.", "timestamp": "2026-10-15T04:20:27.902Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve results — no redundant steps.", "timestamp": "2026-10-15T04:20:27.865Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the 20 dataset items and correctly sorted by diggCount to identify the top 5 comments, all of which appear in the dataset preview.", "timestamp": "2026-10-15T04:20:27.831Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct video URL in postURLs, set commentsPerPost=20, topLevelCommentsPerPost=20, and maxRepliesPerComment=0, all appropriate for the task.", "timestamp": "2026-10-15T04:20:27.791Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-15T04:20:27.750Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:03:11.937Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-15T04:03:11.901Z", "metadata": {} }, "check.grounded": { "value": 0.9, "stringValue": null, "comment": "FAIL (warn): 1 of 10 numbers not in Actor output: 1,100,000,000", "timestamp": "2026-10-15T04:03:11.861Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-15T04:03:11.822Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-15T04:03:11.779Z", "metadata": {} }, "check.noReplies": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxRepliesPerComment", "timestamp": "2026-10-15T04:03:11.736Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): commentsPerPost", "timestamp": "2026-10-15T04:03:11.698Z", "metadata": {} }, "check.videoUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): postURLs[0]", "timestamp": "2026-10-15T04:03:11.656Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:03:11.575Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-15T04:03:11.491Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "tiktok-comments-scraper-discovery-video-top-comments", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:02:38.676Z", "day": "2026-10-15", "traceId": "f42338bec830400a8f1e7766f0895f6f", "observationId": "9273093739683c96", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f42338bec830400a8f1e7766f0895f6f?observation=9273093739683c96", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "find", "title": "tiktok-comments / find / video-top-comments", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent listed the 5 most-liked comments with their like counts and usernames, and ended with 'Actor: clockworks/tiktok-comments-scraper' as required.", "timestamp": "2026-10-15T04:20:23.473Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent listed the 5 most-liked comments with their like counts and usernames, and ended with 'Actor: clockworks/tiktok-comments-scraper' as required.", "timestamp": "2026-10-15T04:20:23.433Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-comments-scraper", "timestamp": "2026-10-15T04:20:23.385Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T04:20:23.338Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:20:23.288Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly found the right actor, ran it with proper inputs, and returned accurate results from the retrieved data.", "timestamp": "2026-10-15T04:20:23.245Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T04:20:23.203Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent listed the 5 most-liked comments with their like counts and usernames, and ended with 'Actor: clockworks/tiktok-comments-scraper' as required.", "timestamp": "2026-10-15T04:20:23.151Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch details, call actor, get dataset) in a logical sequence with no redundant steps.", "timestamp": "2026-10-15T04:20:23.100Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 100 dataset items and correctly sorted by diggCount to identify the top 5 most-liked comments, citing actual text and like counts from the retrieved data.", "timestamp": "2026-10-15T04:20:23.048Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct video URL in postURLs and set commentsPerPost to 100, which are well-formed inputs matching the actor's input schema.", "timestamp": "2026-10-15T04:20:23.005Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used clockworks/tiktok-comments-scraper, which is the intended actor for extracting TikTok comments from a video URL.", "timestamp": "2026-10-15T04:20:22.965Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:03:31.127Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-15T04:03:31.089Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-15T04:03:31.057Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:03:31.022Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-comments-scraper\"", "timestamp": "2026-10-15T04:03:30.990Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-15T04:03:30.930Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent listed the 5 most-liked comments with their like counts and usernames, and ended with 'Actor: clockworks/tiktok-comments-scraper' as required." }, { "scenarioId": "indeed-scraper-usage-swe-skills", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:02:40.534Z", "day": "2026-10-15", "traceId": "5830d68581b887c1b8b93ec22a416226", "observationId": "23dac19b390be998", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5830d68581b887c1b8b93ec22a416226?observation=23dac19b390be998", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "use", "title": "indeed / use / swe-skills", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 20 software engineer job postings with descriptions and reported the top 5 skills (Python, Java, JavaScript, C++, C#) with mention counts and company attributions grounded in the retrieved data, fully fulfilling the task.", "timestamp": "2026-10-15T04:20:24.540Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 20 software engineer job postings with descriptions and reported the top 5 skills (Python, Java, JavaScript, C++, C#) with mention counts and company attributions grounded in the retrieved data, fully fulfilling the task.", "timestamp": "2026-10-15T04:20:24.507Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-15T04:20:24.457Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:20:24.421Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The cap warning is a harness naming mismatch (expects 'maxItems' but the actor uses 'maxItemsPerSearch'), not an agent error. The agent correctly used the schema-defined field and capped at 20 items.", "timestamp": "2026-10-15T04:20:24.375Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-15T04:20:24.335Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 software engineer job postings with descriptions and reported the top 5 skills (Python, Java, JavaScript, C++, C#) with mention counts and company attributions grounded in the retrieved data, fully fulfilling the task.", "timestamp": "2026-10-15T04:20:24.292Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: fetch actor details, run actor, get dataset items, read full output — no redundant calls or backtracking.", "timestamp": "2026-10-15T04:20:24.250Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the full 80KB dataset file and cited specific company names (BurnBot, SAIC, Vermeer, deciBel Research, etc.) that appear in the retrieved data, grounding the skill counts in the actual descriptions.", "timestamp": "2026-10-15T04:20:24.203Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed position='software engineer', maxItemsPerSearch=20, country='US', and saveOnlyUniqueItems=true; however the deterministic check flags that 'maxItems is missing' — the correct field is maxItemsPerSearch which was provided, but the harness expected a field named 'maxItems' that doesn't exist in this actor's schema, so the agent's input was actually correct per the schema.", "timestamp": "2026-10-15T04:20:24.164Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, and Read — all appropriate tools for the task of scraping Indeed and analyzing descriptions.", "timestamp": "2026-10-15T04:20:24.124Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:03:26.473Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-15T04:03:26.438Z", "metadata": {} }, "check.descriptions": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-15T04:03:26.395Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-15T04:03:26.360Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): misceres/indeed-scraper: maxItems is missing (expected at most 20)", "timestamp": "2026-10-15T04:03:26.320Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:03:26.249Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used misceres/indeed-scraper", "timestamp": "2026-10-15T04:03:26.171Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-10-15T04:03:26.093Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "PASS: The agent retrieved 20 software engineer job postings with descriptions and reported the top 5 skills (Python, Java, JavaScript, C++, C#) with mention counts and company attributions grounded in the retrieved data, fully fulfilling the task." }, { "scenarioId": "indeed-scraper-discovery-denver-marketing", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:02:55.758Z", "day": "2026-10-15", "traceId": "5310fb79836e2e95df85561fd4532b11", "observationId": "75092f479ad7ffd6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5310fb79836e2e95df85561fd4532b11?observation=75092f479ad7ffd6", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "find", "title": "indeed / find / denver-marketing", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used kaix/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-15T04:20:21.548Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used kaix/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-15T04:20:21.441Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "kaix/indeed-scraper", "comment": "Actors the agent ran: kaix/indeed-scraper", "timestamp": "2026-10-15T04:20:21.402Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T04:20:21.348Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-15T04:20:21.302Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used kaix/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-15T04:20:21.267Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T04:20:21.226Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a table of 10 Denver marketing coordinator postings with salaries and company ratings plus a benchmark summary, fulfilling the task requirements, though it used kaix/indeed-scraper instead of misceres/indeed-scraper and the final line names the wrong actor.", "timestamp": "2026-10-15T04:20:21.182Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search, fetch details, call actor, get dataset) in a logical sequence with no redundant steps.", "timestamp": "2026-10-15T04:20:21.145Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items and directly used the returned fields (title.text, company.name, salary.text, company.ratings.overall) to populate the benchmark table without inventing data.", "timestamp": "2026-10-15T04:20:21.106Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input used keyword='marketing coordinator', location='Denver, CO', country='US', maxItems=10, searchMode='rich' — all well-formed and appropriate for the task.", "timestamp": "2026-10-15T04:20:21.060Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for Indeed scrapers, found kaix/indeed-scraper among the results, fetched its details, and ran it — all appropriate tools for the task, though it picked kaix instead of the intended misceres/indeed-scraper.", "timestamp": "2026-10-15T04:20:21.019Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:03:37.122Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T04:03:37.088Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:03:37.056Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"misceres/indeed-scraper\"", "timestamp": "2026-10-15T04:03:37.019Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used kaix/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-15T04:03:36.962Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "kaix/indeed-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used kaix/indeed-scraper; expected misceres/indeed-scraper" }, { "scenarioId": "amazon-reviews-scraper-usage-helpful-thirty", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:02:58.018Z", "day": "2026-10-15", "traceId": "a7bb7501f426ede3856583ad78dd2813", "observationId": "851557d8a230958c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a7bb7501f426ede3856583ad78dd2813?observation=851557d8a230958c", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "use", "title": "amazon-reviews / use / helpful-thirty", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-15T04:20:15.258Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-15T04:20:15.156Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T04:20:15.118Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:20:15.079Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED; check productUrl: junglee/amazon-reviews-scraper: productUrls[0].url is missing (expected to match /B0CWXNS552/)", "timestamp": "2026-10-15T04:20:15.036Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T04:20:14.995Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered 3 complaints and 3 praises grounded in the 10 retrieved reviews, but only obtained 10 reviews instead of the requested 30 due to free plan limits, and the first run failed due to wrong input format (productUrl deterministic check FAIL).", "timestamp": "2026-10-15T04:20:14.955Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: one to fetch actor details, one failed call, one corrected call, and one to retrieve dataset items—a reasonable path with only one extra call due to the input error.", "timestamp": "2026-10-15T04:20:14.911Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with a validation error about 'must be object', the agent immediately recognized the issue and reformatted productUrls to use the correct object format [{\"url\":\"...\"}], successfully recovering on the second attempt.", "timestamp": "2026-10-15T04:20:14.854Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and grounded its summary in actual review text—e.g., citing the quiet speaker complaint from the 'Reliable, Accurate' review and the iPhone network limitation from the detailed 5-star review.", "timestamp": "2026-10-15T04:20:14.818Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call passed productUrls as a plain string array instead of an array of objects with 'url' keys, causing CALL-FAILED; the second call correctly used [{\"url\":\"...\"}] format and succeeded, but the productUrl deterministic check still FAILed because the first failed run had the wrong format.", "timestamp": "2026-10-15T04:20:14.780Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-reviews-scraper, which is exactly the Actor specified in the task.", "timestamp": "2026-10-15T04:20:14.724Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:04:11.688Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, productUrl", "timestamp": "2026-10-15T04:04:11.650Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-15T04:04:11.611Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-15T04:04:11.566Z", "metadata": {} }, "check.sortHelpful": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): sort", "timestamp": "2026-10-15T04:04:11.515Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxReviews", "timestamp": "2026-10-15T04:04:11.480Z", "metadata": {} }, "check.productUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper: productUrls[0].url is missing (expected to match /B0CWXNS552/)", "timestamp": "2026-10-15T04:04:11.441Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-15T04:04:11.360Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-15T04:04:11.276Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "productUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED" }, { "scenarioId": "amazon-reviews-scraper-discovery-product-complaints", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:03:11.971Z", "day": "2026-10-15", "traceId": "8e57592c4be70b7e4b0e9d1d0c3afc19", "observationId": "62ded7c97a8d3d65", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8e57592c4be70b7e4b0e9d1d0c3afc19?observation=62ded7c97a8d3d65", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "find", "title": "amazon-reviews / find / product-complaints", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-15T04:20:16.672Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-15T04:20:16.570Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: junglee/amazon-reviews-scraper", "timestamp": "2026-10-15T04:20:16.529Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T04:20:16.489Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-15T04:20:16.446Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "The actor run esIB8Xn4Rnx3n3wjM returned only 10 items with status message '✅ Here are your 10 Amazon reviews. To upgrade...' instead of the requested 30, and the facts show ranOk as FAIL (CALL-FAILED on first attempt). The agent could not fulfill the 30-review requirement because the actor silently capped output at 10 on the free tier without a clear actionable error, leaving the task incomplete.", "timestamp": "2026-10-15T04:20:16.403Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-15T04:20:16.361Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task asked for 30 reviews but only 10 were returned due to free tier limits; the agent acknowledged this limitation and provided a grounded analysis of complaints and praises from the actual 10 reviews retrieved, with the actor attribution line present.", "timestamp": "2026-10-15T04:20:16.323Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: search-actors, fetch-actor-details, two call-actor attempts (one failed due to input format), and get-dataset-items — a reasonable path with only one extra call due to input correction.", "timestamp": "2026-10-15T04:20:16.282Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call-actor failed with input validation error ('must be object'), the agent immediately identified the issue and reformatted productUrls as an array of objects, successfully running the actor on the second attempt.", "timestamp": "2026-10-15T04:20:16.240Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 reviews via get-dataset-items and directly cited specific review content (e.g., the Europe purse/passport story, the quiet speaker complaint, precision finding praise) in its analysis.", "timestamp": "2026-10-15T04:20:16.202Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed because productUrls was passed as an array of strings instead of objects; the agent corrected this on the second call using [{\"url\": \"...\"}] format with maxReviews:30 and sort:\"helpful\".", "timestamp": "2026-10-15T04:20:16.155Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-reviews-scraper, the intended actor for extracting Amazon product reviews, found via search-actors.", "timestamp": "2026-10-15T04:20:16.113Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:04:27.381Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-15T04:04:27.340Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-15T04:04:27.302Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-reviews-scraper\"", "timestamp": "2026-10-15T04:04:27.228Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-15T04:04:27.148Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "amazon-crawler-usage-earbuds-search-url", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:03:17.893Z", "day": "2026-10-15", "traceId": "9a569fdce367d5e7c496117be52ad985", "observationId": "fee15c3f8ae03c11", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9a569fdce367d5e7c496117be52ad985?observation=fee15c3f8ae03c11", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "use", "title": "amazon / use / earbuds-search-url", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-15T04:20:13.045Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-15T04:20:12.933Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T04:20:12.896Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:20:12.858Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED; check searchUrl: junglee/amazon-crawler: categoryOrProductUrls[0].url is missing (expected to match /amazon\\.com/s\\?k=wireless\\+earbuds/)", "timestamp": "2026-10-15T04:20:12.824Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T04:20:12.783Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task asked for top 10 products but the agent only reported 5 products (omitting the 5 items with missing prices/ratings like MIPOW, TOZO duplicate, JBL, Bucephalus, TOZO NC9), and the dataset actually contained 10 items per the facts. The agent selectively filtered out items instead of reporting all 10 as requested.", "timestamp": "2026-10-15T04:20:12.741Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: fetch-actor-details, one failed call-actor, one successful call-actor, and get-dataset-items — the failed call was necessary to discover the correct input format, making the path reasonably efficient.", "timestamp": "2026-10-15T04:20:12.702Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed due to wrong input format (array of strings instead of array of objects), the agent correctly identified the issue and retried with the proper format [{\"url\": \"...\"}], which succeeded.", "timestamp": "2026-10-15T04:20:12.665Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned by get-dataset-items to populate the final answer table with real product names, prices, and ratings from the scraped data.", "timestamp": "2026-10-15T04:20:12.627Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed because categoryOrProductUrls was passed as an array of strings instead of objects with 'url' property; the agent corrected this on the second call with [{\"url\": \"https://www.amazon.com/s?k=wireless+earbuds\"}], which succeeded. However, the deterministic check shows searchUrl FAIL because the URL was missing from the first (CALL-FAILED) run, and the second run succeeded with the correct URL.", "timestamp": "2026-10-15T04:20:12.586Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected junglee/amazon-crawler and used fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-15T04:20:12.548Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:04:01.648Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, searchUrl", "timestamp": "2026-10-15T04:04:01.607Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-15T04:04:01.568Z", "metadata": {} }, "check.field": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 1 of 10 items fail price exists undefined", "timestamp": "2026-10-15T04:04:01.531Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-15T04:04:01.493Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxItemsPerStartUrl", "timestamp": "2026-10-15T04:04:01.458Z", "metadata": {} }, "check.searchUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler: categoryOrProductUrls[0].url is missing (expected to match /amazon\\.com/s\\?k=wireless\\+earbuds/)", "timestamp": "2026-10-15T04:04:01.422Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-15T04:04:01.342Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-crawler", "timestamp": "2026-10-15T04:04:01.254Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "field", "searchUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED" }, { "scenarioId": "amazon-crawler-discovery-wireless-earbuds", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:03:26.514Z", "day": "2026-10-15", "traceId": "ee40f29aa1ac676be3d6ba8009228896", "observationId": "eb3c73c8487eadd8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ee40f29aa1ac676be3d6ba8009228896?observation=eb3c73c8487eadd8", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "find", "title": "amazon / find / wireless-earbuds", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned a table of 10 wireless earbuds with prices and ratings sourced from actual scraped data, including the required Actor attribution line 'Actor: junglee/Amazon-crawler'.", "timestamp": "2026-10-15T04:20:11.913Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned a table of 10 wireless earbuds with prices and ratings sourced from actual scraped data, including the required Actor attribution line 'Actor: junglee/Amazon-crawler'.", "timestamp": "2026-10-15T04:20:11.872Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: powerai/amazon-product-search-scraper, junglee/Amazon-crawler", "timestamp": "2026-10-15T04:20:11.825Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T04:20:11.791Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:20:11.754Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The agent chose to try powerai/amazon-product-search-scraper first despite junglee/Amazon-crawler appearing as the top result in the search and being the official Apify actor; this caused two wasted calls (CALL-FAILED and SUCCEEDED with 0 items) before switching to the correct actor, indicating a reasoning/prioritization issue in the agent rather than a tool or actor problem.", "timestamp": "2026-10-15T04:20:11.716Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-15T04:20:11.677Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned a table of 10 wireless earbuds with prices and ratings sourced from actual scraped data, including the required Actor attribution line 'Actor: junglee/Amazon-crawler'.", "timestamp": "2026-10-15T04:20:11.638Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made an unnecessary detour by trying powerai/amazon-product-search-scraper (two calls, both unsuccessful) before falling back to junglee/Amazon-crawler, which was already the top result in the initial search and the intended actor.", "timestamp": "2026-10-15T04:20:11.599Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When powerai/amazon-product-search-scraper failed with CALL-FAILED due to maxResults<20, the agent corrected the input and retried; when that run returned 0 items, the agent switched to junglee/Amazon-crawler which succeeded with 10 items.", "timestamp": "2026-10-15T04:20:11.564Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from the junglee/Amazon-crawler run (datasetId zoQCB5gHs7FrUimUE) and directly used the returned titles, prices, ratings, and review counts in the final answer table.", "timestamp": "2026-10-15T04:20:11.523Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call to powerai/amazon-product-search-scraper used maxResults:10 which violated the minimum of 20, causing a CALL-FAILED; the agent then corrected to 20. The junglee/Amazon-crawler was called with a valid Amazon search URL with salesrank sort and maxItemsPerStartUrl:10, which was well-formed.", "timestamp": "2026-10-15T04:20:11.441Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for Amazon scrapers, found junglee/Amazon-crawler (the intended subject) and powerai/amazon-product-search-scraper, and ultimately used both, with junglee/Amazon-crawler being the correct choice that returned 10 dataset items.", "timestamp": "2026-10-15T04:20:11.351Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:04:49.687Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-15T04:04:49.648Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-15T04:04:49.595Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): powerai/amazon-product-search-scraper run : CALL-FAILED", "timestamp": "2026-10-15T04:04:49.556Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-crawler\"", "timestamp": "2026-10-15T04:04:49.475Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/Amazon-crawler", "timestamp": "2026-10-15T04:04:49.397Z", "metadata": {} } }, "verdict": "pass", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "PASS: The agent returned a table of 10 wireless earbuds with prices and ratings sourced from actual scraped data, including the required Actor attribution line 'Actor: junglee/Amazon-crawler'." }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:03:31.163Z", "day": "2026-10-15", "traceId": "3e3ba70ac59056fbac8d72ae425e3856", "observationId": "3d34a64c864d6987", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3e3ba70ac59056fbac8d72ae425e3856?observation=3d34a64c864d6987", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-15T04:20:03.316Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-15T04:20:03.185Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T04:20:03.146Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-15T04:20:03.109Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The agent's call-actor input omitted includeUrlGlobs (needed to restrict crawling to /platform/**) and used saveHtmlAsFile instead of the correct saveHtml parameter, causing both the sectionFilter and saveHtml deterministic checks to fail.", "timestamp": "2026-10-15T04:20:03.062Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-15T04:20:03.016Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The run succeeded with 10 items and HTML was saved to the key-value store, but the crawl was not restricted to the /platform section (sectionFilter FAIL) and saveHtml was not properly set (saveHtml FAIL), meaning the task requirements for section filtering and explicit HTML saving were not fully met.", "timestamp": "2026-10-15T04:20:02.972Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent fetched actor details, called the actor, polled twice (once while still running), retrieved dataset items, and verified HTML — a reasonably direct path with no pointless repetition.", "timestamp": "2026-10-15T04:20:02.811Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used real data from get-dataset-items to list the 10 pages and from get-key-value-store-record to confirm HTML was saved (3330 bytes), grounding its final answer in retrieved data.", "timestamp": "2026-10-15T04:20:02.775Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent set startUrls to https://docs.apify.com/platform and maxCrawlPages to 10, but failed to include includeUrlGlobs to restrict crawling to the /platform section, and used saveHtmlAsFile instead of saveHtml (the correct parameter), resulting in both sectionFilter and saveHtml deterministic checks failing.", "timestamp": "2026-10-15T04:20:02.733Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/website-content-crawler and used fetch-actor-details, call-actor, get-actor-run, get-dataset-items, and get-key-value-store-record — all appropriate tools for this task.", "timestamp": "2026-10-15T04:20:02.693Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:05:51.917Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-15T04:05:51.882Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-15T04:05:51.839Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml is missing (expected true)", "timestamp": "2026-10-15T04:05:51.790Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs is missing (expected to be set)", "timestamp": "2026-10-15T04:05:51.743Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawlPages", "timestamp": "2026-10-15T04:05:51.703Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-15T04:05:51.665Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:05:51.623Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-15T04:05:51.586Z", "metadata": {} } }, "verdict": "fail", "fixArea": "input-schema", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "saveHtml", "sectionFilter" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:03:37.155Z", "day": "2026-10-15", "traceId": "f1fb2f42e5b029b91a92261d07d199f1", "observationId": "980d4b65c889916f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f1fb2f42e5b029b91a92261d07d199f1?observation=980d4b65c889916f", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-15T04:20:02.539Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:20:02.456Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The search-actors call with keywords 'web scraper LLM markdown text extraction' returned hounderd/ai-web-crawler as the first result, causing the agent to pick it over the canonical apify/website-content-crawler which did not appear prominently in the results.", "timestamp": "2026-10-15T04:20:02.400Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-15T04:20:02.360Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required reporting page count and five titles with the actor name on the last line; the agent never fetched the titles (session timed out), used the wrong actor (hounderd/ai-web-crawler instead of apify/website-content-crawler), and the final answer line is missing entirely.", "timestamp": "2026-10-15T04:20:02.320Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent polled get-actor-run six times as the run progressed, which was necessary given the long runtime; no pointless repetition occurred beyond what was needed to wait for completion.", "timestamp": "2026-10-15T04:20:02.277Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent used the run results (itemCount from get-actor-run polling) to report 19 pages retrieved, but the session timed out before the agent could fetch and report the actual page titles, so the final answer is incomplete.", "timestamp": "2026-10-15T04:20:02.231Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The input was well-formed: startUrls set to https://docs.apify.com/academy, crawlMode='bfs', maxCrawlPages=20, sameDomainOnly=true, outputFormats=['markdown','fitMarkdown'] — all required fields present and sensible for the task.", "timestamp": "2026-10-15T04:20:02.157Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose hounderd/ai-web-crawler instead of the intended apify/website-content-crawler; the rightActor check is FAIL and namedActor check is FAIL, confirming the wrong actor was selected despite the correct actor being available in the Apify store.", "timestamp": "2026-10-15T04:20:02.120Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-15T04:08:37.807Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T04:08:37.770Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawlPages", "timestamp": "2026-10-15T04:08:37.726Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-15T04:08:37.692Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:08:37.649Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-15T04:08:37.571Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used hounderd/ai-web-crawler; expected apify/website-content-crawler", "timestamp": "2026-10-15T04:08:37.478Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "web-scraper-usage-coinmarketcap-top-ten", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:04:01.677Z", "day": "2026-10-15", "traceId": "c7a2b555c1d6acd1a367d54a015718c7", "observationId": "03de37016e955289", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c7a2b555c1d6acd1a367d54a015718c7?observation=03de37016e955289", "subject": "apify/web-scraper", "owner": "universe", "skill": "use", "title": "web / use / coinmarketcap-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run e4bmolLra6CijcEw1 (apify/web-scraper) FAILED", "timestamp": "2026-10-15T04:19:59.822Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:19:59.740Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "After run VBCAvztkN8fdXGyOB returned complete fullRowText data containing names like 'Bitcoin', 'Ethereum', 'Tether', etc. with prices, the agent launched yet another actor run (arzhWaMfgz9qbediF) instead of parsing and presenting the already-retrieved data, then ran out of turns without ever delivering the final answer.", "timestamp": "2026-10-15T04:19:59.695Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "12 tool calls valid", "timestamp": "2026-10-15T04:19:59.659Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns without delivering a final answer listing the 10 cryptocurrency names and prices; the last message is just announcing another scrape rather than presenting results, and the shape check FAIL confirms no properly formatted prices were reported in the answer.", "timestamp": "2026-10-15T04:19:59.622Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 6 actor runs (fact: ranOk FAIL, expected at most 2) due to repeated attempts to fix the name extraction issue, which was excessive; the final successful data was already available after run VBCAvztkN8fdXGyOB but the agent launched yet another run instead of parsing the fullRowText it already had.", "timestamp": "2026-10-15T04:19:59.581Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When run e4bmolLra6CijcEw1 failed (exitCode 91), the agent correctly identified a syntax issue and re-ran with a fixed single-line page function; when names came back as numbers, the agent iteratively tried different extraction approaches.", "timestamp": "2026-10-15T04:19:59.542Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the dataset items returned from each run to diagnose extraction issues and iteratively refined its approach; the final run (VBCAvztkN8fdXGyOB) returned full row text with real names and prices that the agent read and acknowledged.", "timestamp": "2026-10-15T04:19:59.507Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent provided valid startUrls, pageFunction, injectJQuery, and maxPagesPerCrawl inputs across all runs; the inputs were well-formed and targeted the correct URL.", "timestamp": "2026-10-15T04:19:59.467Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/web-scraper for scraping CoinMarketCap, which is the intended actor named in the prompt.", "timestamp": "2026-10-15T04:19:59.399Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run e4bmolLra6CijcEw1 (apify/web-scraper) FAILED", "timestamp": "2026-10-15T04:07:52.309Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, shape", "timestamp": "2026-10-15T04:07:52.260Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\$\\s?\\d[\\d,]*\\.\\d{2}/", "timestamp": "2026-10-15T04:07:52.219Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 38 items ok", "timestamp": "2026-10-15T04:07:52.181Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 6 run(s): maxPagesPerCrawl", "timestamp": "2026-10-15T04:07:52.139Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 6 run(s): pageFunction", "timestamp": "2026-10-15T04:07:52.099Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 6 run(s): startUrls[0].url", "timestamp": "2026-10-15T04:07:52.019Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 6 Actor run(s), expected at most 2", "timestamp": "2026-10-15T04:07:51.980Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-10-15T04:07:51.898Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "shape", "ranOk" ], "judgeComment": null }, { "scenarioId": "web-scraper-discovery-waterstones-headless", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:04:11.717Z", "day": "2026-10-15", "traceId": "086393c244ef67b09e8933a424e589fd", "observationId": "7ddb597294ec0d22", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/086393c244ef67b09e8933a424e589fd?observation=7ddb597294ec0d22", "subject": "apify/web-scraper", "owner": "universe", "skill": "find", "title": "web / find / waterstones-headless", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used webdatatools/css-selector-extractor-js; expected apify/web-scraper", "timestamp": "2026-10-15T04:19:58.250Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used webdatatools/css-selector-extractor-js; expected apify/web-scraper", "timestamp": "2026-10-15T04:19:58.159Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "webdatatools/css-selector-extractor-js", "comment": "Actors the agent ran: webdatatools/css-selector-extractor-js", "timestamp": "2026-10-15T04:19:58.118Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T04:19:58.084Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:19:58.042Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used webdatatools/css-selector-extractor-js; expected apify/web-scraper", "timestamp": "2026-10-15T04:19:58.004Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 0, "stringValue": null, "comment": "get-actor-run: data/waitSecs must be <= 45", "timestamp": "2026-10-15T04:19:57.967Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never produced 10 product names and prices from Waterstones; all runs either returned 403 errors or null field values, and the agent ran out of turns mid-search for a better actor.", "timestamp": "2026-10-15T04:19:57.935Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran the wrong actor 4 times with incrementally adjusted CSS selectors, never switching to the correct apify/web-scraper actor, and ran out of turns without producing results. This is highly inefficient.", "timestamp": "2026-10-15T04:19:57.901Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the first run returned HTTP 403, the agent correctly added proxy configuration; when selectors returned null values, it tried different selectors. However, it ran 4 times (exceeding the 3-run limit) and never resolved the core issue of wrong actor choice.", "timestamp": "2026-10-15T04:19:57.858Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent did retrieve dataset items and used the actual results (403 errors, null fields, mismatched selectors) to iterate and adjust its approach rather than inventing data.", "timestamp": "2026-10-15T04:19:57.781Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The CSS selectors used were generic guesses (e.g., '[data-testid=productItem]', '.product-item') that never matched Waterstones' actual DOM, and the actor inputs lacked maxPagesPerCrawl (confirmed by pageCap FAIL). The proxyConfiguration format was also incorrect for this actor.", "timestamp": "2026-10-15T04:19:57.737Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose webdatatools/css-selector-extractor-js instead of the correct apify/web-scraper; the deterministic check confirms rightActor FAIL. The intended actor was apify/web-scraper which supports a custom pageFunction for structured extraction.", "timestamp": "2026-10-15T04:19:57.656Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:08:26.071Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-10-15T04:08:26.034Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): webdatatools/css-selector-extractor-js: maxPagesPerCrawl is missing (expected at most 5); webdatatools/css-selector-extractor-js: maxPagesPerCrawl is missing (expected at most 5); webdatatools/css-selector-extractor-js: maxPagesPerCrawl is missing (expected at most 5); webdatatools/css-selector-extractor-js: maxPagesPerCrawl is missing (expected at most 5)", "timestamp": "2026-10-15T04:08:25.995Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: webdatatools/css-selector-extractor-js: pageFunction is missing (expected to be set); webdatatools/css-selector-extractor-js: pageFunction is missing (expected to be set); webdatatools/css-selector-extractor-js: pageFunction is missing (expected to be set); webdatatools/css-selector-extractor-js: pageFunction is missing (expected to be set)", "timestamp": "2026-10-15T04:08:25.958Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-10-15T04:08:25.917Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/web-scraper\"", "timestamp": "2026-10-15T04:08:25.876Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used webdatatools/css-selector-extractor-js; expected apify/web-scraper", "timestamp": "2026-10-15T04:08:25.826Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "webdatatools/css-selector-extractor-js", "infraOk": true, "failedChecks": [ "schemaValidity", "pageCap", "pageFunction", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used webdatatools/css-selector-extractor-js; expected apify/web-scraper" }, { "scenarioId": "rag-web-browser-usage-sf-startups-markdown", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:04:27.420Z", "day": "2026-10-15", "traceId": "87d9ea5f4b767c07b8753ce95f248d58", "observationId": "6722887fcf27fd3f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/87d9ea5f4b767c07b8753ce95f248d58?observation=6722887fcf27fd3f", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "use", "title": "rag-web-browser / use / sf-startups-markdown", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned 5 results in Markdown format with URLs (reconstructed from context since searchResult.url contained Google redirect URLs and canonical URLs were null) and two-line summaries drawn from the actual scraped content, fulfilling the task requirements.", "timestamp": "2026-10-15T04:19:51.464Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned 5 results in Markdown format with URLs (reconstructed from context since searchResult.url contained Google redirect URLs and canonical URLs were null) and two-line summaries drawn from the actual scraped content, fulfilling the task requirements.", "timestamp": "2026-10-15T04:19:51.425Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-15T04:19:51.388Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:19:51.353Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The searchResult.url field contained Google redirect URLs (http://www.google.com/goto?url=...) rather than actual page URLs, and metadata.canonicalUrl/metadata.url were null, forcing the agent to infer/reconstruct URLs like 'https://topstartups.io/' and 'https://fundraiseinsider.com/blog/recently-funded-silicon-valley-startups-2026/' from the markdown content rather than using a reliable URL field from the Actor output.", "timestamp": "2026-10-15T04:19:51.316Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-15T04:19:51.278Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned 5 results in Markdown format with URLs (reconstructed from context since searchResult.url contained Google redirect URLs and canonical URLs were null) and two-line summaries drawn from the actual scraped content, fulfilling the task requirements.", "timestamp": "2026-10-15T04:19:51.240Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two jq calls to extract data — the first got short snippets, the second got longer content and canonical URLs; a third call was needed to check URL fields, making the path slightly indirect but not wasteful.", "timestamp": "2026-10-15T04:19:51.199Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When get-dataset-items returned a truncated result exceeding token limits, the agent correctly pivoted to using Bash/jq to extract the needed fields from the saved file.", "timestamp": "2026-10-15T04:19:51.163Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used jq to extract URLs, titles, and markdown content from the dataset file and based its summaries on the actual retrieved markdown content rather than inventing information.", "timestamp": "2026-10-15T04:19:51.126Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/rag-web-browser with query='fastest growing startups in San Francisco 2026' and maxResults=5, which matches the task requirements; outputFormats was not specified but defaults to markdown.", "timestamp": "2026-10-15T04:19:51.088Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to understand the schema, then call-actor with apify/rag-web-browser, and get-dataset-items to retrieve results — all appropriate tools for this task.", "timestamp": "2026-10-15T04:19:50.992Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:05:30.885Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-15T04:05:30.844Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-10-15T04:05:30.809Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-15T04:05:30.752Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-15T04:05:30.713Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): query", "timestamp": "2026-10-15T04:05:30.673Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:05:30.601Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/rag-web-browser", "timestamp": "2026-10-15T04:05:30.510Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned 5 results in Markdown format with URLs (reconstructed from context since searchResult.url contained Google redirect URLs and canonical URLs were null) and two-line summaries drawn from the actual scraped content, fulfilling the task requirements." }, { "scenarioId": "rag-web-browser-discovery-web-search-with-sources", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:04:49.724Z", "day": "2026-10-15", "traceId": "958597352c2958fa5d00a1c90da21af9", "observationId": "cb91aaacc4d036eb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/958597352c2958fa5d00a1c90da21af9?observation=cb91aaacc4d036eb", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "find", "title": "rag-web-browser / find / web-search-with-sources", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-15T04:19:50.301Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-15T04:19:50.201Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "none", "comment": "the agent ran no Actor", "timestamp": "2026-10-15T04:19:50.164Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T04:19:50.126Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:19:50.087Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-15T04:19:50.049Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never ran apify/rag-web-browser as required, explicitly stated 'No Apify Actor used' in the final line, and the deterministic checks confirm rightActor, namedActor, ranOk, and query all FAIL, meaning the task was not completed as specified.", "timestamp": "2026-10-15T04:19:50.009Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 8 tool calls including multiple failed WebFetch attempts and redundant WebSearch queries when it should have simply found and run apify/rag-web-browser once; this is inefficient relative to the intended approach.", "timestamp": "2026-10-15T04:19:49.972Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When multiple WebFetch calls returned 404 or 403 errors (boxofficemojo, statista, screenrant, imdb), the agent fell back to additional WebSearch calls to gather the needed data.", "timestamp": "2026-10-15T04:19:49.936Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used data returned from WebSearch and the Wikipedia WebFetch to construct the final answer with box office figures and quotes, rather than inventing numbers.", "timestamp": "2026-10-15T04:19:49.897Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The WebSearch queries were well-formed and sensible (e.g., 'highest grossing James Bond movies box office'), and WebFetch URLs were reasonable targets, so the tool inputs themselves were correct given the tools chosen.", "timestamp": "2026-10-15T04:19:49.859Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used WebSearch and WebFetch instead of discovering and running the apify/rag-web-browser Actor, which was the intended tool for this task on the Apify platform.", "timestamp": "2026-10-15T04:19:49.814Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:05:49.792Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, query", "timestamp": "2026-10-15T04:05:49.754Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-10-15T04:05:49.719Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T04:05:49.684Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T04:05:49.643Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/rag-web-browser\"", "timestamp": "2026-10-15T04:05:49.540Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-15T04:05:49.461Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "none", "infraOk": true, "failedChecks": [ "query", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser" }, { "scenarioId": "cheerio-scraper-usage-foyles-manga-two-hops", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:05:30.919Z", "day": "2026-10-15", "traceId": "7b52661140bffa57b65b271b8219f2e9", "observationId": "63f447f110397b8f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7b52661140bffa57b65b271b8219f2e9?observation=63f447f110397b8f", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "use", "title": "cheerio / use / foyles-manga-two-hops", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 5 Actor run(s), expected at most 2", "timestamp": "2026-10-15T04:19:45.339Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 5 Actor run(s), expected at most 2", "timestamp": "2026-10-15T04:19:45.212Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T04:19:45.173Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:19:45.129Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 5 Actor run(s), expected at most 2; check startUrl: apify/rag-web-browser: startUrls[0].url is missing (expected to match /foyles\\.co\\.uk/); check pageFunction: apify/rag-web-browser: pageFunction is missing (expected to be set)", "timestamp": "2026-10-15T04:19:45.088Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "11 tool calls valid", "timestamp": "2026-10-15T04:19:45.054Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No book titles or prices were returned; the task required 5 JSON objects with title and price keys from the manga category, which was never achieved.", "timestamp": "2026-10-15T04:19:45.019Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 5 Actor runs (2 failed due to input validation errors that could have been avoided, 1 cheerio-scraper succeeded with 0 items, 1 web-scraper, 1 rag-web-browser) when at most 2 were expected, and also made an unnecessary fetch-actor-details call for google-search-scraper.", "timestamp": "2026-10-15T04:19:44.982Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "After two input validation failures the agent fixed the input format; after 403 blocking errors it tried web-scraper and rag-web-browser as alternatives, though switching away from the required cheerio-scraper was not ideal.", "timestamp": "2026-10-15T04:19:44.948Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent correctly retrieved and interpreted the 403 error messages from the dataset items and used that information to explain why scraping failed.", "timestamp": "2026-10-15T04:19:44.910Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first two cheerio-scraper calls failed input validation because pseudoUrls was provided as an array of strings instead of objects with a 'glob' or pattern property; the third call correctly used globs as array of objects and succeeded structurally.", "timestamp": "2026-10-15T04:19:44.872Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly started with apify/cheerio-scraper as required, then tried apify/web-scraper and apify/rag-web-browser when blocked, though the task specifically required cheerio-scraper.", "timestamp": "2026-10-15T04:19:44.827Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:07:44.124Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, startUrl, pageFunction", "timestamp": "2026-10-15T04:07:44.079Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-15T04:07:44.041Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/rag-web-browser: maxPagesPerCrawl is missing (expected at most 20)", "timestamp": "2026-10-15T04:07:43.993Z", "metadata": {} }, "check.depth": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/rag-web-browser: maxCrawlingDepth is missing (expected at most 2)", "timestamp": "2026-10-15T04:07:43.955Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: apify/rag-web-browser: pageFunction is missing (expected to be set)", "timestamp": "2026-10-15T04:07:43.904Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: apify/rag-web-browser: startUrls[0].url is missing (expected to match /foyles\\.co\\.uk/)", "timestamp": "2026-10-15T04:07:43.862Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 5 Actor run(s), expected at most 2", "timestamp": "2026-10-15T04:07:43.763Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/cheerio-scraper", "timestamp": "2026-10-15T04:07:43.677Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "pageCap", "depth", "pageFunction", "startUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: 5 Actor run(s), expected at most 2" }, { "scenarioId": "cheerio-scraper-discovery-ikea-static-catalog", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:05:49.821Z", "day": "2026-10-15", "traceId": "97a4e679a07ac6fe95d5c144091e7079", "observationId": "e3808e3d48f07239", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/97a4e679a07ac6fe95d5c144091e7079?observation=e3808e3d48f07239", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "find", "title": "cheerio / find / ikea-static-catalog", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent presented 10 product results with names and prices grounded in the actual retrieved data, and correctly ended with 'Actor: apify/cheerio-scraper' as required, though the price data in the final answer is somewhat inferred/cleaned from the messy raw extraction rather than directly showing clean dataset fields.", "timestamp": "2026-10-15T04:19:46.560Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent presented 10 product results with names and prices grounded in the actual retrieved data, and correctly ended with 'Actor: apify/cheerio-scraper' as required, though the price data in the final answer is somewhat inferred/cleaned from the messy raw extraction rather than directly showing clean dataset fields.", "timestamp": "2026-10-15T04:19:46.521Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/cheerio-scraper", "timestamp": "2026-10-15T04:19:46.477Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T04:19:46.440Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:19:46.353Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "After the second run (1pri87VfDcOtXkJvg) succeeded with 8 items, the agent launched a third unnecessary run (j5jbaykR7vYxFaaBg) with different selectors that returned 0 items, then fell back to manually parsing the second run's data anyway. The agent should have recognized the second run's data was sufficient and stopped there rather than making an extra redundant run.", "timestamp": "2026-10-15T04:19:46.318Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-15T04:19:46.281Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent presented 10 product results with names and prices grounded in the actual retrieved data, and correctly ended with 'Actor: apify/cheerio-scraper' as required, though the price data in the final answer is somewhat inferred/cleaned from the messy raw extraction rather than directly showing clean dataset fields.", "timestamp": "2026-10-15T04:19:46.244Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 3 actor runs: the first failed with 0 items, the second succeeded with 8 items, and the third was an unnecessary additional attempt that also returned 0 items after the second run had already succeeded, representing some inefficiency.", "timestamp": "2026-10-15T04:19:46.203Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first run returned 0 items due to incorrect selectors; the agent recognized this and ran a second attempt with revised selectors that successfully returned 8 items, demonstrating reasonable error recovery.", "timestamp": "2026-10-15T04:19:46.143Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the dataset items from run 1pri87VfDcOtXkJvg (datasetId W311pfbVGtUOlax16) and used the actual product names (STORKLINTA, FÅGELFJÄLLET, GURSKEN, MALM) and prices (£139, £199, £39) from the retrieved data in its final answer.", "timestamp": "2026-10-15T04:19:46.105Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent provided correct inputs including the IKEA category URL as startUrls, a pageFunction for extracting names and prices, proxyConfiguration, and maxPagesPerCrawl:1 to limit to one page, all matching the schema requirements.", "timestamp": "2026-10-15T04:19:46.066Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/cheerio-scraper, the lightweight non-browser HTML scraper the user requested, confirmed by the deterministic rightActor check passing.", "timestamp": "2026-10-15T04:19:45.807Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:07:29.783Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-15T04:07:29.746Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 3 run(s): maxPagesPerCrawl", "timestamp": "2026-10-15T04:07:29.699Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): pageFunction", "timestamp": "2026-10-15T04:07:29.656Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 3 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:07:29.617Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/cheerio-scraper\"", "timestamp": "2026-10-15T04:07:29.530Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/cheerio-scraper", "timestamp": "2026-10-15T04:07:29.449Z", "metadata": {} } }, "verdict": "pass", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent presented 10 product results with names and prices grounded in the actual retrieved data, and correctly ended with 'Actor: apify/cheerio-scraper' as required, though the price data in the final answer is somewhat inferred/cleaned from the messy raw extraction rather than directly showing clean dataset fields." }, { "scenarioId": "ai-web-scraper-usage-apify-store-first-page", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:05:51.947Z", "day": "2026-10-15", "traceId": "06ca5ba2df46576d593ccf015f3841b2", "observationId": "b8aaa21b6f11c5d7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/06ca5ba2df46576d593ccf015f3841b2?observation=b8aaa21b6f11c5d7", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "use", "title": "ai-web / use / apify-store-first-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent produced a comprehensive table of 36 Actors with name, description, rating, and user count drawn from the scraped markdown data, fulfilling the task requirements.", "timestamp": "2026-10-15T04:19:39.694Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent produced a comprehensive table of 36 Actors with name, description, rating, and user count drawn from the scraped markdown data, fulfilling the task requirements.", "timestamp": "2026-10-15T04:19:39.658Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-15T04:19:39.619Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:19:39.584Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The onePage deterministic check failed because maxPagesToVisit was not set, but the agent used extractionMode='single' which inherently limits to one page per the schema documentation, making the omission functionally harmless.", "timestamp": "2026-10-15T04:19:39.544Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-15T04:19:39.503Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a comprehensive table of 36 Actors with name, description, rating, and user count drawn from the scraped markdown data, fulfilling the task requirements.", "timestamp": "2026-10-15T04:19:39.465Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: fetch actor details, run actor, get dataset items, read full file - no redundant calls.", "timestamp": "2026-10-15T04:19:39.421Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The initial dataset preview showed 0 items but the agent correctly followed the hint to fetch dataset items, which revealed the actual content (markdown with Actor data).", "timestamp": "2026-10-15T04:19:39.387Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the full dataset output from the file and extracted Actor names, descriptions, ratings, and user counts directly from the markdown content returned by the scraper, as evidenced by the matching data in the tool result preview.", "timestamp": "2026-10-15T04:19:39.349Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used extractionMode='single' which is correct for single-page extraction, but omitted maxPagesToVisit which triggered the deterministic FAIL for onePage check; however, in 'single' mode maxPagesToVisit is ignored per the schema description, so the input was functionally correct for single-page scraping.", "timestamp": "2026-10-15T04:19:39.307Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, and Read tools, which are appropriate for running apify/ai-web-scraper and retrieving results.", "timestamp": "2026-10-15T04:19:39.268Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:07:09.069Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-15T04:07:09.021Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-15T04:07:08.984Z", "metadata": {} }, "check.onePage": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper: maxPagesToVisit is missing (expected at most 3)", "timestamp": "2026-10-15T04:07:08.946Z", "metadata": {} }, "check.promptGiven": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): prompt", "timestamp": "2026-10-15T04:07:08.895Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-15T04:07:08.842Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:07:08.762Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-10-15T04:07:08.677Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "onePage" ], "judgeComment": "PASS: The agent produced a comprehensive table of 36 Actors with name, description, rating, and user count drawn from the scraped markdown data, fulfilling the task requirements." }, { "scenarioId": "ai-web-scraper-discovery-climate-articles-three-sites", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:07:09.101Z", "day": "2026-10-15", "traceId": "92ff5dcc994f83e0df67f1a9ba6983f8", "observationId": "8f09e3aafb81b6e4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/92ff5dcc994f83e0df67f1a9ba6983f8?observation=8f09e3aafb81b6e4", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "find", "title": "ai-web / find / climate-articles-three-sites", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run Jgk8TnAenCphK6ezY (proscraper/newsarticlescraper) FAILED", "timestamp": "2026-10-15T04:19:38.955Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:19:38.868Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The initial search-actors call with keywords 'news articles scraper' returned automation-lab/news-article-extractor and khadinakbar/google-news-scraper but not apify/ai-web-scraper; the agent never found the correct actor across two searches, which is the root cause of all downstream failures.", "timestamp": "2026-10-15T04:19:38.834Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "14 tool calls valid", "timestamp": "2026-10-15T04:19:38.794Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns without producing a final answer containing article counts per site, three examples with title/author/date from the three specified URLs, or the required 'Actor: ' line; the task was not completed.", "timestamp": "2026-10-15T04:19:38.755Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 6 actor runs across 4 different actors, far exceeding the expected at-most-3 runs, and never found the correct actor (apify/ai-web-scraper), making the path highly inefficient and ultimately unsuccessful.", "timestamp": "2026-10-15T04:19:38.712Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When automation-lab/news-article-extractor returned 0 items, the agent tried alternative actors; when proscraper/newsarticlescraper failed with a validation error, the agent corrected the input format and retried; when the Universal News Scraper returned 0 items with keyword filter, the agent removed the filter and retried.", "timestamp": "2026-10-15T04:19:38.672Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent did retrieve and inspect dataset items from khadinakbar/google-news-scraper (15 items) and moving_beacon-owner1/my-actor-62 (15 items in the second run), and referenced the data in its reasoning, so it used retrieved data rather than inventing it.", "timestamp": "2026-10-15T04:19:38.630Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent generally formed inputs correctly for the actors it chose (e.g., correct array types for startUrls, valid source keys for the Universal News Scraper), though it never set a natural-language prompt field because none of the chosen actors use that paradigm.", "timestamp": "2026-10-15T04:19:38.598Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent never searched for or used apify/ai-web-scraper (the correct no-code/describe-what-you-want actor); instead it tried automation-lab/news-article-extractor, proscraper/newsarticlescraper, khadinakbar/google-news-scraper, and moving_beacon-owner1/my-actor-62, none of which match the intended subject.", "timestamp": "2026-10-15T04:19:38.552Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run Jgk8TnAenCphK6ezY (proscraper/newsarticlescraper) FAILED", "timestamp": "2026-10-15T04:09:14.265Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T04:09:14.230Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: maxPagesToVisit is missing (expected at most 20); proscraper/newsarticlescraper: maxPagesToVisit is missing (expected at most 20); proscraper/newsarticlescraper: maxPagesToVisit is missing (expected at most 20); khadinakbar/google-news-scraper: maxPagesToVisit is missing (expected at most 20); moving_beacon-owner1/my-actor-62: maxPagesToVisit is missing (expected at most 20); moving_beacon-owner1/my-actor-62: maxPagesToVisit is missing (expected at most 20)", "timestamp": "2026-10-15T04:09:14.197Z", "metadata": {} }, "check.promptGiven": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: prompt is missing (expected to be set); proscraper/newsarticlescraper: prompt is missing (expected to be set); proscraper/newsarticlescraper: prompt is missing (expected to be set); khadinakbar/google-news-scraper: prompt is missing (expected to be set); moving_beacon-owner1/my-actor-62: prompt is missing (expected to be set); moving_beacon-owner1/my-actor-62: prompt is missing (expected to be set)", "timestamp": "2026-10-15T04:09:14.159Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 6 Actor run(s), expected at most 3", "timestamp": "2026-10-15T04:09:14.114Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/ai-web-scraper\"", "timestamp": "2026-10-15T04:09:14.076Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used automation-lab/news-article-extractor, proscraper/newsarticlescraper, khadinakbar/google-news-scraper, moving_beacon-owner1/my-actor-62; expected apify/ai-web-scraper", "timestamp": "2026-10-15T04:09:14.023Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pageCap", "promptGiven", "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "zillow-zip-search-usage-scottsdale", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:07:29.816Z", "day": "2026-10-15", "traceId": "4ce3082659eb4e86244f9c6215081c2d", "observationId": "09f51913564b195b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4ce3082659eb4e86244f9c6215081c2d?observation=09f51913564b195b", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "use", "title": "zillow-zip-search / use / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 10 homes retrieved, identified the cheapest address (3002 N 70TH Street #222, Scottsdale, AZ 85251) and price ($259,000), fully satisfying the task requirements.", "timestamp": "2026-10-15T04:19:32.614Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 10 homes retrieved, identified the cheapest address (3002 N 70TH Street #222, Scottsdale, AZ 85251) and price ($259,000), fully satisfying the task requirements.", "timestamp": "2026-10-15T04:19:32.575Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-15T04:19:32.541Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:19:32.502Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly read the schema, set all required boolean flags, applied the price cap and result limit, and reported accurate grounded results.", "timestamp": "2026-10-15T04:19:32.469Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-15T04:19:32.436Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 homes retrieved, identified the cheapest address (3002 N 70TH Street #222, Scottsdale, AZ 85251) and price ($259,000), fully satisfying the task requirements.", "timestamp": "2026-10-15T04:19:32.192Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly three tool calls (fetch details, run actor, get results) with no redundant steps.", "timestamp": "2026-10-15T04:19:32.150Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and correctly identified the cheapest property (3002 N 70TH Street #222 at $259,000) directly from the returned data, confirmed by the grounded check PASS.", "timestamp": "2026-10-15T04:19:32.107Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set zipCodes=['85251'], priceMax=800000, forSaleByAgent=true, forSaleByOwner=false, forRent=false, sold=false, and resultsLimit=10, satisfying all required fields and the task constraints; the requiredFlags and priceCap checks both PASS.", "timestamp": "2026-10-15T04:19:32.067Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-15T04:19:32.032Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:08:20.664Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T04:08:20.628Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-10-15T04:08:20.587Z", "metadata": {} }, "check.tenResults": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T04:08:20.543Z", "metadata": {} }, "check.priceCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): priceMax", "timestamp": "2026-10-15T04:08:20.503Z", "metadata": {} }, "check.requiredFlags": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T04:08:20.461Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:08:20.416Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/zillow-zip-search", "timestamp": "2026-10-15T04:08:20.333Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{1,3},\\d{3}/", "timestamp": "2026-10-15T04:08:20.251Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 10 homes retrieved, identified the cheapest address (3002 N 70TH Street #222, Scottsdale, AZ 85251) and price ($259,000), fully satisfying the task requirements." }, { "scenarioId": "zillow-zip-search-discovery-scottsdale", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:07:44.159Z", "day": "2026-10-15", "traceId": "f6c4f909ca76655675c15c92e29e68ba", "observationId": "e5bc33ec979857dc", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f6c4f909ca76655675c15c92e29e68ba?observation=e5bc33ec979857dc", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "find", "title": "zillow-zip-search / find / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used bgfc97/zillow-real-estate-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-15T04:19:32.693Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used bgfc97/zillow-real-estate-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-15T04:19:32.605Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "bgfc97/zillow-real-estate-scraper", "comment": "Actors the agent ran: bgfc97/zillow-real-estate-scraper", "timestamp": "2026-10-15T04:19:32.569Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T04:19:32.517Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:19:32.486Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used bgfc97/zillow-real-estate-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-15T04:19:32.450Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T04:19:32.416Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered 10 homes with addresses and prices under $800,000 in ZIP 85251, all grounded in retrieved data, and ended with the required 'Actor:' line; however, the wrong actor was used (bgfc97 instead of maxcopell/zillow), failing the rightActor and namedActor checks.", "timestamp": "2026-10-15T04:19:32.381Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch details, call actor, get dataset) in a logical sequence with no redundant steps.", "timestamp": "2026-10-15T04:19:32.343Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and correctly filtered the 41 returned listings to present 10 homes priced under $800,000 with real addresses and prices from the dataset.", "timestamp": "2026-10-15T04:19:32.307Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed locations=['85251'] and maxResults=50 to the actor, which are valid inputs per the schema requiring 'locations' as an array; the actor ran successfully and returned 41 items.", "timestamp": "2026-10-15T04:19:32.233Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors to find a Zillow scraper and selected bgfc97/zillow-real-estate-scraper instead of the intended maxcopell/zillow-zip-search; the rightActor check is confirmed FAIL, meaning the wrong actor was chosen.", "timestamp": "2026-10-15T04:19:32.157Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:08:41.364Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T04:08:41.323Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:08:41.282Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"maxcopell/zillow\"", "timestamp": "2026-10-15T04:08:41.181Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used bgfc97/zillow-real-estate-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-15T04:08:41.138Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "bgfc97/zillow-real-estate-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used bgfc97/zillow-real-estate-scraper; expected ^maxcopell/zillow" }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:07:52.357Z", "day": "2026-10-15", "traceId": "ec0b25cd21642c4f4357d91c8420ebcc", "observationId": "e02956aaeae2fece", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ec0b25cd21642c4f4357d91c8420ebcc?observation=e02956aaeae2fece", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent provided the follower count (104,367,976), average likes per recent post (366,464 computed from 20 posts), and a one-sentence interpretation of engagement level, fulfilling all three requirements of the task.", "timestamp": "2026-10-15T04:19:28.792Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent provided the follower count (104,367,976), average likes per recent post (366,464 computed from 20 posts), and a one-sentence interpretation of engagement level, fulfilling all three requirements of the task.", "timestamp": "2026-10-15T04:19:28.758Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-15T04:19:28.653Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:19:28.617Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, used correct inputs, retrieved and used real data, ran efficiently, and delivered a complete answer grounded in the scraped data.", "timestamp": "2026-10-15T04:19:28.582Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-15T04:19:28.545Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent provided the follower count (104,367,976), average likes per recent post (366,464 computed from 20 posts), and a one-sentence interpretation of engagement level, fulfilling all three requirements of the task.", "timestamp": "2026-10-15T04:19:28.512Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two parallel actor calls (profile details and posts) and then two parallel dataset retrieval calls, which is an efficient approach with no redundant steps.", "timestamp": "2026-10-15T04:19:28.476Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved followersCount=104,367,976 from the profile dataset and 20 likesCount values from the posts dataset, then computed the average from those real values (grounded check passed).", "timestamp": "2026-10-15T04:19:28.433Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used resultsType='details' for profile info and resultsType='posts' with resultsLimit=20 for recent posts, both with the correct directUrls format pointing to instagram.com/nasa/.", "timestamp": "2026-10-15T04:19:28.398Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used apify/instagram-scraper for both profile details and posts, which is the intended actor for this task.", "timestamp": "2026-10-15T04:19:28.341Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:09:06.696Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T04:09:06.660Z", "metadata": {} }, "check.followers": { "value": 1, "stringValue": null, "comment": "PASS: followersCount within 2%", "timestamp": "2026-10-15T04:09:06.623Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 2 numbers found in Actor output", "timestamp": "2026-10-15T04:09:06.577Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): directUrls[0]", "timestamp": "2026-10-15T04:09:06.539Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:09:06.502Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-10-15T04:09:06.424Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-10-15T04:09:06.312Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent provided the follower count (104,367,976), average likes per recent post (366,464 computed from 20 posts), and a one-sentence interpretation of engagement level, fulfilling all three requirements of the task." }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:08:20.705Z", "day": "2026-10-15", "traceId": "82cd9de6d67be67a468ae62481b78622", "observationId": "18579caf69eaa6d9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/82cd9de6d67be67a468ae62481b78622?observation=18579caf69eaa6d9", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T04:19:24.554Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T04:19:24.467Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/instagram-post-scraper", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-15T04:19:24.430Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T04:19:24.388Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:19:24.342Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T04:19:24.305Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-15T04:19:24.265Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent used the wrong actor (apify/instagram-post-scraper instead of apify/instagram-scraper) and retrieved only 2 posts instead of the requested 3, failing to fully complete the task as specified.", "timestamp": "2026-10-15T04:19:24.230Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 3 tool calls (search, fetch details, run actor) which is a reasonably direct path with no unnecessary repetition.", "timestamp": "2026-10-15T04:19:24.193Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent reported 'Posts: 2' directly from the tool result which showed itemCount=2 in the dataset, accurately reflecting the retrieved data rather than inventing it.", "timestamp": "2026-10-15T04:19:24.158Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=['nasa'] and resultsLimit=3 to the actor, which are well-formed inputs matching the actor's schema requirements.", "timestamp": "2026-10-15T04:19:24.121Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, and call-actor which are appropriate tools, but selected apify/instagram-post-scraper instead of the intended apify/instagram-scraper — the rightActor check is already marked FAIL.", "timestamp": "2026-10-15T04:19:24.072Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:09:08.074Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T04:09:08.036Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:09:07.999Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-15T04:09:07.961Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T04:09:07.918Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/instagram-post-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper" }, { "scenarioId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:08:26.113Z", "day": "2026-10-15", "traceId": "d62fc9302010a5cf7c883b15bf7a6085", "observationId": "5f80a34611e9aca1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d62fc9302010a5cf7c883b15bf7a6085?observation=5f80a34611e9aca1", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "use", "title": "instagram-reel / use / natgeo-skip-pinned", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check items: 10 items, expected at most 3", "timestamp": "2026-10-15T04:19:21.749Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check items: 10 items, expected at most 3", "timestamp": "2026-10-15T04:19:21.666Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T04:19:21.630Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:19:21.568Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check items: 10 items, expected at most 3", "timestamp": "2026-10-15T04:19:21.534Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-15T04:19:21.498Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 3 reels with correct captions, play counts, and durations from real data, but the task required fetching only 3 reels (resultsLimit=3) and the actor was run with resultsLimit=10, retrieving 10 items; the agent then used limit=3 in get-dataset-items but these may not be the 3 most recent since ordering depends on the full dataset.", "timestamp": "2026-10-15T04:19:21.464Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, call actor, get dataset items — no redundant calls.", "timestamp": "2026-10-15T04:19:21.427Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check is PASS — all 11 numbers in the final answer were found in the Actor output, confirming the agent used real retrieved data.", "timestamp": "2026-10-15T04:19:21.389Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent set username=['natgeo'] and skipPinnedPosts=true correctly, but set resultsLimit=10 instead of 3 as required by the task; the deterministic check threeReels is marked FAIL.", "timestamp": "2026-10-15T04:19:21.353Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-15T04:19:21.313Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:09:28.328Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: items", "timestamp": "2026-10-15T04:09:28.286Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 11 numbers found in Actor output", "timestamp": "2026-10-15T04:09:28.248Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 10 items, expected at most 3", "timestamp": "2026-10-15T04:09:28.212Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-15T04:09:28.163Z", "metadata": {} }, "check.threeReels": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/instagram-reel-scraper: resultsLimit = 10 (expected at most 3)", "timestamp": "2026-10-15T04:09:28.122Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-15T04:09:28.085Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:09:28.039Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-15T04:09:27.992Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "threeReels" ], "judgeComment": "FAIL: check items: 10 items, expected at most 3" }, { "scenarioId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:08:37.842Z", "day": "2026-10-15", "traceId": "a2cbb41b90f080d840c210e56fc43b7f", "observationId": "f1153a945e257bf4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a2cbb41b90f080d840c210e56fc43b7f?observation=f1153a945e257bf4", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "find", "title": "instagram-reel / find / natgeo-reels-shares", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-15T04:19:23.309Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-15T04:19:23.227Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-reel-scraper", "timestamp": "2026-10-15T04:19:23.191Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T04:19:23.153Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-15T04:19:23.115Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The actor ran successfully with includeSharesCount=true (sharesFlag PASS), but the dataset items did not contain a 'sharesCount' field in the returned data — the agent searched for it in the projected query and the full dataset read but could not find it, suggesting the actor's output format did not include the shares count field despite the flag being set correctly.", "timestamp": "2026-10-15T04:19:23.082Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-15T04:19:23.028Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported captions and play counts correctly from retrieved data, but failed to report share counts — the task explicitly required share counts, and the agent reported them as 'Not available' rather than providing actual values (the data was retrieved but sharesCount field may not have been present in the output).", "timestamp": "2026-10-15T04:19:22.992Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 6 tool calls: search, fetch-actor-details, call-actor, get-dataset-items (projected), get-dataset-items (full), and Read — a reasonable path with one extra fetch to investigate missing share counts.", "timestamp": "2026-10-15T04:19:22.953Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the sharesCount field was not present in the projected dataset query (the first get-dataset-items call only requested caption, videoPlayCount, sharesCount, timestamp), the agent re-fetched the full dataset and read the file, but still could not find sharesCount and reported it as unavailable rather than reporting 0 or null values.", "timestamp": "2026-10-15T04:19:22.907Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual retrieved data for captions and play counts (e.g., 488,587 plays for the Great Barrier Reef reel), but reported share counts as 'Not available' even though the sharesFlag deterministic check passed (input was correct).", "timestamp": "2026-10-15T04:19:22.869Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with username=['natgeo'], resultsLimit=3, and includeSharesCount=true, which are all correct inputs matching the task requirements.", "timestamp": "2026-10-15T04:19:22.829Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-reel-scraper, the intended actor for scraping Instagram Reels with share counts.", "timestamp": "2026-10-15T04:19:22.789Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:09:52.618Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-15T04:09:52.584Z", "metadata": {} }, "check.sharesFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeSharesCount", "timestamp": "2026-10-15T04:09:52.547Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:09:52.512Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-reel-scraper\"", "timestamp": "2026-10-15T04:09:52.439Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-15T04:09:52.348Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-usage-natgeo-about-section", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:08:41.397Z", "day": "2026-10-15", "traceId": "8a2f20499c60660ef19d69cf192710e9", "observationId": "bf9b056911072b59", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8a2f20499c60660ef19d69cf192710e9?observation=bf9b056911072b59", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "use", "title": "instagram-profile / use / natgeo-about-section", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly reported that country information was not available in the data (the about section fields were not present in the output), fulfilling all three requested items as completely as the data allowed.", "timestamp": "2026-10-15T04:19:20.101Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly reported that country information was not available in the data (the about section fields were not present in the output), fulfilling all three requested items as completely as the data allowed.", "timestamp": "2026-10-15T04:19:20.067Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-15T04:19:20.030Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:19:19.983Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly used the right actor, provided proper inputs, utilized the retrieved data accurately, handled the large output gracefully, and completed the task with an honest report on the unavailable country field.", "timestamp": "2026-10-15T04:19:19.945Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-15T04:19:19.909Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly reported that country information was not available in the data (the about section fields were not present in the output), fulfilling all three requested items as completely as the data allowed.", "timestamp": "2026-10-15T04:19:19.872Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct path: fetch actor details, call actor, get dataset items, read full output — four steps with no redundant calls.", "timestamp": "2026-10-15T04:19:19.834Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The dataset output was too large for the preview so the agent used the Read tool to access the full saved file — a reasonable recovery from the truncated preview.", "timestamp": "2026-10-15T04:19:19.795Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the biography field ('Step into wonder and find your inner explorer with National Geographic 🌎') and isBusinessAccount=true from the retrieved dataset items, not from invention.", "timestamp": "2026-10-15T04:19:19.755Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-profile-scraper with usernames=['natgeo'] and includeAboutSection=true, which matches the required input schema and the deterministic checks confirm usernameInput and aboutSection both PASS.", "timestamp": "2026-10-15T04:19:19.676Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, and Read — all appropriate tools for the task of scraping an Instagram profile.", "timestamp": "2026-10-15T04:19:19.590Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:09:27.519Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-15T04:09:27.483Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T04:09:27.440Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T04:09:27.404Z", "metadata": {} }, "check.aboutSection": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeAboutSection", "timestamp": "2026-10-15T04:09:27.366Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): usernames[0]", "timestamp": "2026-10-15T04:09:27.325Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:09:27.231Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-15T04:09:27.147Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly reported that country information was not available in the data (the about section fields were not present in the output), fulfilling all three requested items as completely as the data allowed." }, { "scenarioId": "instagram-profile-scraper-discovery-natgeo-verified", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:09:06.727Z", "day": "2026-10-15", "traceId": "e959415f2cb131a1a03edacbe0f15ad8", "observationId": "5381025d15342bcf", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e959415f2cb131a1a03edacbe0f15ad8?observation=5381025d15342bcf", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "find", "title": "instagram-profile / find / natgeo-verified", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer correctly reports @natgeo is verified, quotes the exact bio from retrieved data, and ends with 'Actor: apify/instagram-profile-scraper' as required.", "timestamp": "2026-10-15T04:19:11.093Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer correctly reports @natgeo is verified, quotes the exact bio from retrieved data, and ends with 'Actor: apify/instagram-profile-scraper' as required.", "timestamp": "2026-10-15T04:19:11.051Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-profile-scraper", "timestamp": "2026-10-15T04:19:11.006Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T04:19:10.961Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:19:10.905Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent found the correct actor, ran it with proper inputs, retrieved real data, and delivered a complete accurate answer.", "timestamp": "2026-10-15T04:19:10.865Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-15T04:19:10.824Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer correctly reports @natgeo is verified, quotes the exact bio from retrieved data, and ends with 'Actor: apify/instagram-profile-scraper' as required.", "timestamp": "2026-10-15T04:19:10.716Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 5-step path: search → fetch details → call actor → poll run → get dataset items, with no redundant calls or backtracking.", "timestamp": "2026-10-15T04:19:10.618Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the retrieved dataset fields (verified=true, biography='Step into wonder and find your inner explorer with National Geographic 🌎') from the get-dataset-items call in its final answer.", "timestamp": "2026-10-15T04:19:10.571Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed {\"usernames\": [\"natgeo\"]} to the actor, which matches the required input schema (array of usernames), and used the correct datasetId when fetching results.", "timestamp": "2026-10-15T04:19:10.530Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly searched for an Instagram profile scraper, found apify/instagram-profile-scraper, fetched its details, ran it, and retrieved the dataset — all appropriate tools for the task.", "timestamp": "2026-10-15T04:19:10.481Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:10:07.173Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-15T04:10:07.133Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:10:07.090Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-profile-scraper\"", "timestamp": "2026-10-15T04:10:07.049Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-15T04:10:07.004Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer correctly reports @natgeo is verified, quotes the exact bio from retrieved data, and ends with 'Actor: apify/instagram-profile-scraper' as required." }, { "scenarioId": "instagram-post-scraper-usage-natgeo-three-posts", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:09:08.108Z", "day": "2026-10-15", "traceId": "a05d64cd288e42da67f545de3767a6f0", "observationId": "235131b7e59225b1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a05d64cd288e42da67f545de3767a6f0?observation=235131b7e59225b1", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "use", "title": "instagram-post / use / natgeo-three-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 11 numbers not in Actor output: 2", "timestamp": "2026-10-15T04:19:13.425Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 11 numbers not in Actor output: 2", "timestamp": "2026-10-15T04:19:13.337Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T04:19:13.294Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:19:13.246Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 11 numbers not in Actor output: 2", "timestamp": "2026-10-15T04:19:13.207Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T04:19:13.151Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The grounded check FAILed because 1 of 11 numbers in the answer was not found in Actor output (likely the '2' in '426-second' or similar), but all three posts' first sentences and like counts are reported and drawn from retrieved data; the task is substantially completed though a minor grounding issue exists.", "timestamp": "2026-10-15T04:19:13.112Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: fetch schema, call actor, poll for completion, retrieve items — no redundant calls.", "timestamp": "2026-10-15T04:19:13.068Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor was still RUNNING after the initial 30s wait, and the agent correctly polled with get-actor-run until it SUCCEEDED — no errors occurred beyond the expected wait.", "timestamp": "2026-10-15T04:19:13.031Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly quoted captions and like counts (133661, 84603, 26170) from the tool result preview, which match the returned data.", "timestamp": "2026-10-15T04:19:12.989Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=[\"natgeo\"], resultsLimit=3, skipPinnedPosts=true, and dataDetailLevel=\"basicData\" — all correct and well-formed inputs matching the schema.", "timestamp": "2026-10-15T04:19:12.949Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for the task.", "timestamp": "2026-10-15T04:19:12.905Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:10:03.513Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-15T04:10:03.468Z", "metadata": {} }, "check.grounded": { "value": 0.909, "stringValue": null, "comment": "FAIL: 1 of 11 numbers not in Actor output: 2", "timestamp": "2026-10-15T04:10:03.427Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-15T04:10:03.369Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-15T04:10:03.333Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-15T04:10:03.292Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-15T04:10:03.243Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:10:03.195Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-15T04:10:03.154Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 11 numbers not in Actor output: 2" }, { "scenarioId": "instagram-post-scraper-discovery-natgeo-latest-post", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:09:14.297Z", "day": "2026-10-15", "traceId": "84a4a9b8b059a741b5d35f02e5a725c0", "observationId": "ccfa16dd940e5343", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/84a4a9b8b059a741b5d35f02e5a725c0?observation=ccfa16dd940e5343", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "find", "title": "instagram-post / find / natgeo-latest-post", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer correctly reports the first sentence of the caption ('Presented by National Geographic Society in partnership with @Rolex.'), the comment count (105), and ends with 'Actor: apify/instagram-post-scraper' as required.", "timestamp": "2026-10-15T04:19:09.598Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer correctly reports the first sentence of the caption ('Presented by National Geographic Society in partnership with @Rolex.'), the comment count (105), and ends with 'Actor: apify/instagram-post-scraper' as required.", "timestamp": "2026-10-15T04:19:09.552Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-15T04:19:09.515Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T04:19:09.481Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:19:09.445Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered, ran, and reported results from apify/instagram-post-scraper with no issues.", "timestamp": "2026-10-15T04:19:09.407Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T04:19:09.370Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer correctly reports the first sentence of the caption ('Presented by National Geographic Society in partnership with @Rolex.'), the comment count (105), and ends with 'Actor: apify/instagram-post-scraper' as required.", "timestamp": "2026-10-15T04:19:09.330Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: search, fetch details, run actor, get results — no redundant calls or backtracking.", "timestamp": "2026-10-15T04:19:09.288Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent extracted the caption and commentsCount directly from the dataset items returned by get-dataset-items, reporting the first sentence and 105 comments from real retrieved data.", "timestamp": "2026-10-15T04:19:09.252Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-post-scraper with username=['natgeo'], resultsLimit=1, and dataDetailLevel='detailedData', which are well-formed and appropriate inputs for retrieving the most recent post.", "timestamp": "2026-10-15T04:19:09.175Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for discovering and running the Instagram Post Scraper.", "timestamp": "2026-10-15T04:19:09.090Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:10:28.553Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-15T04:10:28.516Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:10:28.474Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-post-scraper\"", "timestamp": "2026-10-15T04:10:28.388Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-15T04:10:28.301Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer correctly reports the first sentence of the caption ('Presented by National Geographic Society in partnership with @Rolex.'), the comment count (105), and ends with 'Actor: apify/instagram-post-scraper' as required." }, { "scenarioId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:09:27.560Z", "day": "2026-10-15", "traceId": "562af0222323adb9f5cf2701b2f920c8", "observationId": "eef101bda9b9bb71", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/562af0222323adb9f5cf2701b2f920c8?observation=eef101bda9b9bb71", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "use", "title": "instagram-hashtag / use / nasa-keyword-reels", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 12 numbers not in Actor output: 12,000", "timestamp": "2026-10-15T04:19:10.351Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 12 numbers not in Actor output: 12,000", "timestamp": "2026-10-15T04:19:10.271Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T04:19:10.235Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:19:10.197Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 12 numbers not in Actor output: 12,000", "timestamp": "2026-10-15T04:19:10.155Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-15T04:19:10.121Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 5 reels with first sentences and like counts, but the grounded check FAIL indicates one number ('12,000' in the translation) was not literally present in the Actor output, making the answer partially ungrounded.", "timestamp": "2026-10-15T04:19:10.059Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch schema, run actor, get results — no redundant calls.", "timestamp": "2026-10-15T04:19:10.018Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved dataset items and reported captions and like counts directly from the tool results; however, the grounded check flagged '12,000' as not in Actor output — the agent translated '12 ألف' (12 thousand) from the Arabic caption into '12,000' in its English translation, which is an interpretation not literally present in the raw data.", "timestamp": "2026-10-15T04:19:09.906Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed hashtags=['nasa'], keywordSearch=true, resultsType='reels', resultsLimit=5, which matches all required input parameters and passed all deterministic input checks.", "timestamp": "2026-10-15T04:19:09.866Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-15T04:19:09.827Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:10:02.381Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-15T04:10:02.317Z", "metadata": {} }, "check.grounded": { "value": 0.917, "stringValue": null, "comment": "FAIL: 1 of 12 numbers not in Actor output: 12,000", "timestamp": "2026-10-15T04:10:02.260Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-15T04:10:02.220Z", "metadata": {} }, "check.fiveResults": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-15T04:10:02.177Z", "metadata": {} }, "check.reelsType": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsType", "timestamp": "2026-10-15T04:10:02.131Z", "metadata": {} }, "check.keywordMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): keywordSearch", "timestamp": "2026-10-15T04:10:02.083Z", "metadata": {} }, "check.keywordInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): hashtags[0]", "timestamp": "2026-10-15T04:10:01.950Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:10:01.873Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-10-15T04:10:01.736Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 12 numbers not in Actor output: 12,000" }, { "scenarioId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:09:28.378Z", "day": "2026-10-15", "traceId": "a997fe24ead34354e1afa345c9e1a385", "observationId": "52fe131fe920f517", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a997fe24ead34354e1afa345c9e1a385?observation=52fe131fe920f517", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "find", "title": "instagram-hashtag / find / nasa-hashtag", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 5 posts with account usernames and post summaries grounded in retrieved data, and ended with exactly 'Actor: apify/instagram-hashtag-scraper' as required.", "timestamp": "2026-10-15T04:19:02.830Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 5 posts with account usernames and post summaries grounded in retrieved data, and ended with exactly 'Actor: apify/instagram-hashtag-scraper' as required.", "timestamp": "2026-10-15T04:19:02.795Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-hashtag-scraper", "timestamp": "2026-10-15T04:19:02.758Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T04:19:02.720Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:19:02.617Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent found the correct actor, used proper inputs, retrieved and utilized real data, and completed the task fully.", "timestamp": "2026-10-15T04:19:02.517Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T04:19:02.321Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 5 posts with account usernames and post summaries grounded in retrieved data, and ended with exactly 'Actor: apify/instagram-hashtag-scraper' as required.", "timestamp": "2026-10-15T04:19:02.218Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search calls (first for 'Instagram posts', then for 'Instagram hashtag') before finding the right actor, which is a minor inefficiency, but then proceeded directly to call-actor and get-dataset-items without unnecessary steps.", "timestamp": "2026-10-15T04:19:02.168Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned ownerUsername, ownerFullName, and caption fields to report on each post, matching the preview data exactly.", "timestamp": "2026-10-15T04:19:02.134Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with input {hashtags: ['nasa'], resultsLimit: 5}, which correctly matches the required 'hashtags' field and limits results to 5 as needed.", "timestamp": "2026-10-15T04:19:02.083Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-hashtag-scraper, the appropriate tool for finding Instagram posts by hashtag, confirmed by the deterministic check rightActor: PASS.", "timestamp": "2026-10-15T04:19:02.042Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:10:15.066Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-15T04:10:15.027Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:10:14.982Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-hashtag-scraper\"", "timestamp": "2026-10-15T04:10:14.881Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-10-15T04:10:14.792Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 5 posts with account usernames and post summaries grounded in retrieved data, and ended with exactly 'Actor: apify/instagram-hashtag-scraper' as required." }, { "scenarioId": "facebook-posts-scraper-usage-nasa-engagement", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:09:52.648Z", "day": "2026-10-15", "traceId": "e49facf3d43714ce99278d5337f990f5", "observationId": "caa75b7757c8de3e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e49facf3d43714ce99278d5337f990f5?observation=caa75b7757c8de3e", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "use", "title": "facebook-posts / use / nasa-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence and reaction counts for all 5 posts, correctly noting that post 3 had no text, and all numbers are grounded in the retrieved data.", "timestamp": "2026-10-15T04:19:01.084Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence and reaction counts for all 5 posts, correctly noting that post 3 had no text, and all numbers are grounded in the retrieved data.", "timestamp": "2026-10-15T04:19:01.045Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-15T04:19:01.010Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:19:00.976Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, provided valid inputs, retrieved real data, and delivered a complete grounded answer.", "timestamp": "2026-10-15T04:19:00.943Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-15T04:19:00.906Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence and reaction counts for all 5 posts, correctly noting that post 3 had no text, and all numbers are grounded in the retrieved data.", "timestamp": "2026-10-15T04:19:00.869Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made exactly 3 tool calls in logical sequence: fetch schema, run actor, retrieve results — no redundant calls.", "timestamp": "2026-10-15T04:19:00.835Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 9 numbers in the answer were found in Actor output, and the post texts match the dataset items returned.", "timestamp": "2026-10-15T04:19:00.801Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed startUrls with the NASA Facebook URL and resultsLimit=5, matching the schema requirements; dataset retrieval used the correct datasetId and relevant fields.", "timestamp": "2026-10-15T04:19:00.761Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-15T04:19:00.727Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:10:29.929Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-15T04:10:29.888Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 9 numbers found in Actor output", "timestamp": "2026-10-15T04:10:29.851Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-15T04:10:29.805Z", "metadata": {} }, "check.fivePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-15T04:10:29.769Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-15T04:10:29.729Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:10:29.695Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-15T04:10:29.658Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{2,}/", "timestamp": "2026-10-15T04:10:29.620Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence and reaction counts for all 5 posts, correctly noting that post 3 had no text, and all numbers are grounded in the retrieved data." }, { "scenarioId": "facebook-posts-scraper-discovery-nasa-page", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:10:02.419Z", "day": "2026-10-15", "traceId": "d1342d858e6ef113b017e3def994f58f", "observationId": "c557f3e3d6913cfc", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d1342d858e6ef113b017e3def994f58f?observation=c557f3e3d6913cfc", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "find", "title": "facebook-posts / find / nasa-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 5 posts with their text and computed total reaction counts from the retrieved data, and ended with the required 'Actor: apify/facebook-posts-scraper' line as instructed.", "timestamp": "2026-10-15T04:19:00.918Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 5 posts with their text and computed total reaction counts from the retrieved data, and ended with the required 'Actor: apify/facebook-posts-scraper' line as instructed.", "timestamp": "2026-10-15T04:19:00.884Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/facebook-posts-scraper", "timestamp": "2026-10-15T04:19:00.846Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T04:19:00.812Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:19:00.776Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent found the correct Actor, used proper inputs, utilized retrieved data accurately, and delivered a complete answer matching the task requirements.", "timestamp": "2026-10-15T04:19:00.739Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-15T04:19:00.687Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 5 posts with their text and computed total reaction counts from the retrieved data, and ended with the required 'Actor: apify/facebook-posts-scraper' line as instructed.", "timestamp": "2026-10-15T04:19:00.651Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls in a logical sequence: search, fetch details, call actor, poll run status, get dataset items — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-15T04:19:00.591Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the run and directly used the text, reaction counts, and timestamps from the tool results to populate the final answer, matching the preview data exactly.", "timestamp": "2026-10-15T04:19:00.556Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with startUrls containing the NASA Facebook URL and resultsLimit set to 5, which are the correct required fields per the input schema.", "timestamp": "2026-10-15T04:19:00.521Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/facebook-posts-scraper, the intended Actor for scraping Facebook page posts, confirmed by the deterministic rightActor check passing.", "timestamp": "2026-10-15T04:19:00.465Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:11:16.469Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-15T04:11:16.429Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:11:16.382Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-posts-scraper\"", "timestamp": "2026-10-15T04:11:16.318Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-15T04:11:16.271Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 5 posts with their text and computed total reaction counts from the retrieved data, and ended with the required 'Actor: apify/facebook-posts-scraper' line as instructed." }, { "scenarioId": "facebook-groups-scraper-usage-recent-activity", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:10:03.552Z", "day": "2026-10-15", "traceId": "708c9ebfaabeba91d43d121c5f642643", "observationId": "bdbed70192cae3a3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/708c9ebfaabeba91d43d121c5f642643?observation=bdbed70192cae3a3", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "use", "title": "facebook-groups / use / recent-activity", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 2 of 9 numbers not in Actor output: 400, 300", "timestamp": "2026-10-15T04:18:58.989Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 2 of 9 numbers not in Actor output: 400, 300", "timestamp": "2026-10-15T04:18:58.900Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T04:18:58.864Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:18:58.829Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 2 of 9 numbers not in Actor output: 400, 300", "timestamp": "2026-10-15T04:18:58.787Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-15T04:18:58.745Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported post text and comment counts, but fabricated '400+' and '300+' as approximate member counts not present in the dataset, causing the grounded check to fail for 2 numbers.", "timestamp": "2026-10-15T04:18:58.707Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve items — no unnecessary repetition.", "timestamp": "2026-10-15T04:18:58.674Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent used the retrieved dataset items to report post text and commentsCount=0 for all posts, but invented '400+' and '300+' member name counts which are not in the actor output and are flagged as grounded:FAIL.", "timestamp": "2026-10-15T04:18:58.629Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with startUrls set to the group URL, resultsLimit=3, and viewOption='RECENT_ACTIVITY', all matching the task requirements.", "timestamp": "2026-10-15T04:18:58.592Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-15T04:18:58.536Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:10:35.435Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-15T04:10:35.397Z", "metadata": {} }, "check.grounded": { "value": 0.778, "stringValue": null, "comment": "FAIL: 2 of 9 numbers not in Actor output: 400, 300", "timestamp": "2026-10-15T04:10:35.356Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-15T04:10:35.314Z", "metadata": {} }, "check.sortOrder": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): viewOption", "timestamp": "2026-10-15T04:10:35.274Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-15T04:10:35.239Z", "metadata": {} }, "check.groupUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-15T04:10:35.191Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:10:35.149Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-10-15T04:10:35.068Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 2 of 9 numbers not in Actor output: 400, 300" }, { "scenarioId": "facebook-groups-scraper-discovery-public-group-posts", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:10:07.207Z", "day": "2026-10-15", "traceId": "da2b5efce641632427b5e037067a158f", "observationId": "0a12d1abae38f64c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/da2b5efce641632427b5e037067a158f?observation=0a12d1abae38f64c", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "find", "title": "facebook-groups / find / public-group-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-15T04:18:51.178Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-15T04:18:51.086Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "memo23/facebook-public-group-posts-scraper", "comment": "Actors the agent ran: memo23/facebook-public-group-posts-scraper", "timestamp": "2026-10-15T04:18:51.047Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T04:18:51.008Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-15T04:18:50.967Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-15T04:18:50.931Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T04:18:50.894Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the content of all 3 posts based on real retrieved data and ended with 'Actor: memo23/facebook-public-group-posts-scraper', fulfilling the task requirements, though it used a non-intended actor (rightActor FAIL, namedActor FAIL per deterministic checks).", "timestamp": "2026-10-15T04:18:50.859Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: search, fetch details, run actor, get results — no redundant calls.", "timestamp": "2026-10-15T04:18:50.825Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual retrieved dataset items (welcome posts listing new member names, posted by 'AllMath') to describe each post rather than inventing content.", "timestamp": "2026-10-15T04:18:50.790Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with startUrls containing the correct group URL and maxItems:3, which correctly limits results to 3 posts.", "timestamp": "2026-10-15T04:18:50.755Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task, though it picked memo23/facebook-public-group-posts-scraper instead of the intended apify/facebook-groups-scraper.", "timestamp": "2026-10-15T04:18:50.721Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:10:57.976Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T04:10:57.940Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:10:57.899Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-groups-scraper\"", "timestamp": "2026-10-15T04:10:57.820Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-15T04:10:57.732Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "memo23/facebook-public-group-posts-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper" }, { "scenarioId": "facebook-ads-scraper-usage-nike-last-30-days", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:10:15.101Z", "day": "2026-10-15", "traceId": "bbea581ae531f812b186e9de8c0ec7b1", "observationId": "e14f9be6578b3f5c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/bbea581ae531f812b186e9de8c0ec7b1?observation=e14f9be6578b3f5c", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "use", "title": "facebook-ads / use / nike-last-30-days", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 20 ads retrieved, provided a real ad body text with actual EU reach data (7,148,706), and honestly noted that spend data was null — fulfilling all task requirements with grounded data.", "timestamp": "2026-10-15T04:18:52.699Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 20 ads retrieved, provided a real ad body text with actual EU reach data (7,148,706), and honestly noted that spend data was null — fulfilling all task requirements with grounded data.", "timestamp": "2026-10-15T04:18:52.654Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-15T04:18:52.614Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:18:52.572Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, used correct inputs, retrieved and used real data, recovered from the mid-run polling situation, and delivered a complete grounded answer with ad count, body text, and reach data.", "timestamp": "2026-10-15T04:18:52.525Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-15T04:18:52.492Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 20 ads retrieved, provided a real ad body text with actual EU reach data (7,148,706), and honestly noted that spend data was null — fulfilling all task requirements with grounded data.", "timestamp": "2026-10-15T04:18:52.455Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made three separate get-dataset-items calls with slightly different field sets to find reach data, which was somewhat redundant, but the extra calls were motivated by null spend/reach values and ultimately found the eu_total_reach field.", "timestamp": "2026-10-15T04:18:52.418Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor was still RUNNING after the initial 45-second wait, so the agent correctly polled again with get-actor-run and waited for SUCCEEDED status before fetching results.", "timestamp": "2026-10-15T04:18:52.384Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved actual dataset items and reported real body text ('Get the gear that's up for it all. Any time. Anywhere.') and real EU reach figures (7,148,706 and 8,778,700) drawn directly from the tool results, confirmed by the grounded check passing.", "timestamp": "2026-10-15T04:18:52.345Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with startUrls set to the Nike Facebook page URL, resultsLimit=20, isDetailsPerAd=true, and onlyAdsNewerThan='30 days' — all matching the task requirements and confirmed by deterministic checks.", "timestamp": "2026-10-15T04:18:52.306Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected fetch-actor-details to inspect the schema, then call-actor with apify/facebook-ads-scraper, followed by get-actor-run and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-15T04:18:52.263Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:11:56.726Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-15T04:11:56.692Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 6 numbers found in Actor output", "timestamp": "2026-10-15T04:11:56.655Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-15T04:11:56.601Z", "metadata": {} }, "check.detailsFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): isDetailsPerAd", "timestamp": "2026-10-15T04:11:56.564Z", "metadata": {} }, "check.twentyAds": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-15T04:11:56.521Z", "metadata": {} }, "check.dateRange": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): onlyAdsNewerThan", "timestamp": "2026-10-15T04:11:56.482Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-15T04:11:56.444Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:11:56.407Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-ads-scraper", "timestamp": "2026-10-15T04:11:56.328Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-15T04:11:56.240Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 20 ads retrieved, provided a real ad body text with actual EU reach data (7,148,706), and honestly noted that spend data was null — fulfilling all task requirements with grounded data." }, { "scenarioId": "facebook-ads-scraper-discovery-nike-ad-library", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:10:28.622Z", "day": "2026-10-15", "traceId": "6d5b01f5f95f25e41219970c3317d1b0", "observationId": "f1c8fd616633ef6d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6d5b01f5f95f25e41219970c3317d1b0?observation=f1c8fd616633ef6d", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "find", "title": "facebook-ads / find / nike-ad-library", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run KNzS0yTCNAIvu8COJ (hyperbach/meta-ads-library-scraper) ABORTED", "timestamp": "2026-10-15T04:18:53.273Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:18:53.187Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The search-actors call returned hyperbach/meta-ads-library-scraper and adside/meta-ad-library-ads-scraper but not apify/facebook-ads-scraper (the intended actor). The agent never found the correct actor, leading to a cascade of wrong tool choices and ultimately running out of turns without completing the task.", "timestamp": "2026-10-15T04:18:53.149Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "14 tool calls valid", "timestamp": "2026-10-15T04:18:53.107Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns and never produced a final answer reporting the count of active Nike ads and an example body text, despite having retrieved the relevant data in the last dataset fetch.", "timestamp": "2026-10-15T04:18:53.070Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 actor runs (1 aborted, 1 with wrong page ID, 1 call-failed, 1 succeeded) and ran out of turns without delivering a final answer, indicating poor efficiency with unnecessary runs and no limit set on the first run.", "timestamp": "2026-10-15T04:18:53.030Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first run was running unbounded, the agent correctly aborted it; when the adside actor returned Shopify data (wrong page ID), the agent pivoted to a keyword search approach, showing reasonable recovery.", "timestamp": "2026-10-15T04:18:52.993Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved actual data from the dataset (10 items including Nike ads with body_text like 'Bring sports more fully into your day with the Nike App.') but the conversation ended without the agent composing a final answer using this data.", "timestamp": "2026-10-15T04:18:52.944Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first run used advertiserNames:[\"Nike\"] without a maxAds limit, causing it to scrape 1000+ items before being aborted; the adside actor was called with Shopify's page ID (20409006880) instead of Nike's; the final successful run used searchTerms:[\"Nike\"] with maxAds:10 which worked but returned mixed results.", "timestamp": "2026-10-15T04:18:52.908Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Meta Ad Library actors and found hyperbach/meta-ads-library-scraper and adside/meta-ad-library-ads-scraper, but the intended actor was apify/facebook-ads-scraper which was not discovered or used.", "timestamp": "2026-10-15T04:18:52.869Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run KNzS0yTCNAIvu8COJ (hyperbach/meta-ads-library-scraper) ABORTED", "timestamp": "2026-10-15T04:14:40.156Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T04:14:40.104Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-10-15T04:14:40.067Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-ads-scraper\"", "timestamp": "2026-10-15T04:14:39.949Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used hyperbach/meta-ads-library-scraper, adside/meta-ad-library-ads-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-15T04:14:39.861Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "tripadvisor-usage-rome-restaurants", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:10:29.969Z", "day": "2026-10-15", "traceId": "7c78e71d7305dd8094ef17379a6304fb", "observationId": "3ddf633dcf7e0fa2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7c78e71d7305dd8094ef17379a6304fb?observation=3ddf633dcf7e0fa2", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "use", "title": "tripadvisor / use / rome-restaurants", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 8 numbers not in Actor output: 2,700", "timestamp": "2026-10-15T04:18:49.018Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 8 numbers not in Actor output: 2,700", "timestamp": "2026-10-15T04:18:48.707Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T04:18:48.672Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:18:48.635Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 8 numbers not in Actor output: 2,700", "timestamp": "2026-10-15T04:18:48.585Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T04:18:48.537Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent retrieved 10 restaurants with cuisine types, price ranges, and ratings, named DOC EnoBistrot as the top restaurant with 4.9/5, but the grounded check FAIL indicates the number '2,700' in the final text ('nearly 2,700 visitors') does not match the actual value of 2,728 from the dataset, constituting a minor fabrication/rounding misrepresentation.", "timestamp": "2026-10-15T04:18:48.505Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: fetch schema, run actor, poll for completion, retrieve items — no redundant or wasted calls.", "timestamp": "2026-10-15T04:18:48.469Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor was still RUNNING after the first call-actor wait, so the agent correctly polled with get-actor-run and waited for SUCCEEDED status before fetching data.", "timestamp": "2026-10-15T04:18:48.428Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned (names, cuisines, priceLevel, rating, numberOfReviews, rankingPosition) directly in the final answer table, matching the tool result preview.", "timestamp": "2026-10-15T04:18:48.341Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set query='Rome', maxItemsPerQuery=10, includeRestaurants=true, includeHotels=false, includeAttractions=false — well-formed inputs that correctly target restaurants in Rome with a cap of 10.", "timestamp": "2026-10-15T04:18:48.308Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for the task of running maxcopell/tripadvisor and retrieving restaurant data.", "timestamp": "2026-10-15T04:18:48.228Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:12:02.857Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-15T04:12:02.805Z", "metadata": {} }, "check.grounded": { "value": 0.875, "stringValue": null, "comment": "FAIL: 1 of 8 numbers not in Actor output: 2,700", "timestamp": "2026-10-15T04:12:02.760Z", "metadata": {} }, "check.ratingField": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-15T04:12:02.698Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T04:12:02.658Z", "metadata": {} }, "check.restaurantsMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeRestaurants", "timestamp": "2026-10-15T04:12:02.607Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:12:02.568Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-15T04:12:02.512Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[3-5]\\.\\d\\b/", "timestamp": "2026-10-15T04:12:02.459Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 8 numbers not in Actor output: 2,700" }, { "scenarioId": "tripadvisor-discovery-barcelona-attractions", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:10:35.474Z", "day": "2026-10-15", "traceId": "7c032dca5ae45d5995eec766c1b7141d", "observationId": "b726e94b8a21f985", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7c032dca5ae45d5995eec766c1b7141d?observation=b726e94b8a21f985", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "find", "title": "tripadvisor / find / barcelona-attractions", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-15T04:18:41.279Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-15T04:18:41.203Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "axlymxp/tripadvisor-attractions-scraper", "comment": "Actors the agent ran: axlymxp/tripadvisor-attractions-scraper", "timestamp": "2026-10-15T04:18:41.158Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T04:18:41.123Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-15T04:18:41.089Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-15T04:18:41.050Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T04:18:41.001Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a comparison table of top 10 Barcelona attractions with ratings and review counts grounded in retrieved data, fulfilling the task requirements, though it used the wrong actor (axlymxp instead of maxcopell/tripadvisor).", "timestamp": "2026-10-15T04:18:40.960Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch-details, call-actor, get-dataset-items) in a logical sequence with no redundant steps.", "timestamp": "2026-10-15T04:18:40.914Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 15 dataset items with rank, name, rating, and review_count fields and used them directly to build the comparison table in the final answer.", "timestamp": "2026-10-15T04:18:40.819Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed well-formed inputs to axlymxp/tripadvisor-attractions-scraper with queries=['Barcelona'], maxItemsPerQuery=15, includeTourProducts=false, and includeCoordinates=true, which are all valid per the input schema.", "timestamp": "2026-10-15T04:18:40.566Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for TripAdvisor attractions actors and selected axlymxp/tripadvisor-attractions-scraper instead of the intended maxcopell/tripadvisor; the rightActor check is FAIL, meaning the wrong actor was chosen despite a valid search being performed.", "timestamp": "2026-10-15T04:18:40.517Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:11:14.120Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T04:11:14.066Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:11:14.031Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /maxcopell/tripadvisor(?!-)/", "timestamp": "2026-10-15T04:11:13.957Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-15T04:11:13.851Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "axlymxp/tripadvisor-attractions-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor" }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:10:58.010Z", "day": "2026-10-15", "traceId": "99f437acdd08bd870b6c849fd14afd43", "observationId": "c8e036f6875ce96c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/99f437acdd08bd870b6c849fd14afd43?observation=c8e036f6875ce96c", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-15T04:18:40.563Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:18:40.429Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The actor run LPRamHHwl4DrJ107n stayed in RUNNING state with status message 'Nothing extracted yet' for over 4 minutes without producing output or a meaningful error, giving the agent no actionable signal to act on before the session timed out. Better progress signals or a timeout/error from the Actor would allow the agent to respond appropriately.", "timestamp": "2026-10-15T04:18:40.017Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-15T04:18:39.917Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The actor run never completed (RUNNING status, 0 dataset items), so the agent was unable to report the AI Mode answer text or the number of cited sources, leaving the task unfulfilled.", "timestamp": "2026-10-15T04:18:39.817Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent polled 5 times with get-actor-run after the initial call, which is reasonable given the actor was still running, though the session ultimately timed out without result.", "timestamp": "2026-10-15T04:18:39.716Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor run remained in RUNNING state with 'Nothing extracted yet' for over 4 minutes; the agent kept polling with get-actor-run calls, which is a reasonable recovery strategy, but the session timed out before completion.", "timestamp": "2026-10-15T04:18:39.518Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly set queries='best crm for small business', countryCode='gb', aiModeSearch.enableAiMode=true, and maxPagesPerQuery=1, matching all required inputs confirmed by the deterministic checks (aiModeOn, query, country, pages all PASS).", "timestamp": "2026-10-15T04:18:39.417Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-key-value-store-record, all appropriate tools for this task.", "timestamp": "2026-10-15T04:18:39.212Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-15T04:15:58.774Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-15T04:15:58.736Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 0 items ok", "timestamp": "2026-10-15T04:15:58.702Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T04:15:58.648Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T04:15:58.612Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T04:15:58.577Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-10-15T04:15:58.539Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper run LPRamHHwl4DrJ107n: RUNNING", "timestamp": "2026-10-15T04:15:58.461Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T04:15:58.378Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:11:14.184Z", "day": "2026-10-15", "traceId": "01896f96d298928de0e0686740ca28e5", "observationId": "5f6a7aaa9587767a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/01896f96d298928de0e0686740ca28e5?observation=5f6a7aaa9587767a", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 9 organic results and the top three domains (insta-drive.com, cupra.com, leasingmarkt.de) grounded in retrieved data, fulfilling the task requirements despite the missing languageCode parameter.", "timestamp": "2026-10-15T04:18:39.014Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 9 organic results and the top three domains (insta-drive.com, cupra.com, leasingmarkt.de) grounded in retrieved data, fulfilling the task requirements despite the missing languageCode parameter.", "timestamp": "2026-10-15T04:18:38.965Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-15T04:18:38.917Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:18:38.861Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The agent's call-actor input omitted languageCode='de', which the harness flagged as FAIL. The schema inspection showed languageCode as an available field, but the agent did not include it in the call: {\"queries\":\"elektroauto leasing\",\"countryCode\":\"de\",\"maxPagesPerQuery\":1}.", "timestamp": "2026-10-15T04:18:38.792Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-15T04:18:38.719Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 9 organic results and the top three domains (insta-drive.com, cupra.com, leasingmarkt.de) grounded in retrieved data, fulfilling the task requirements despite the missing languageCode parameter.", "timestamp": "2026-10-15T04:18:38.651Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 5 tool calls: fetch-actor-details, call-actor, get-actor-run (needed because run was still RUNNING), and two get-dataset-items calls (one failed due to field projection, one succeeded); this is reasonably direct with only one extra call due to the projection issue.", "timestamp": "2026-10-15T04:18:38.599Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with projected fields returned empty items ({}), so the agent immediately retried with clean=true and no field projection, successfully retrieving the full data.", "timestamp": "2026-10-15T04:18:38.549Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent reported the organic result count (9) and top three domains (insta-drive.com, cupra.com, leasingmarkt.de) directly from the dataset items returned by get-dataset-items, matching the preview data.", "timestamp": "2026-10-15T04:18:38.500Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed queries='elektroauto leasing', countryCode='de', and maxPagesPerQuery=1, but omitted languageCode='de', which the harness flagged as a FAIL on the lang check.", "timestamp": "2026-10-15T04:18:38.448Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema and then call-actor with apify/google-search-scraper, which is exactly the Actor named in the task.", "timestamp": "2026-10-15T04:18:38.398Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:13:17.018Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T04:13:16.984Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T04:13:16.946Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T04:13:16.909Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T04:13:16.865Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode is missing (expected \"de\")", "timestamp": "2026-10-15T04:13:16.826Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T04:13:16.784Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T04:13:16.744Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:13:16.666Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T04:13:16.569Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang" ], "judgeComment": "PASS: The agent reported 9 organic results and the top three domains (insta-drive.com, cupra.com, leasingmarkt.de) grounded in retrieved data, fulfilling the task requirements despite the missing languageCode parameter." }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:11:16.502Z", "day": "2026-10-15", "traceId": "d692187d84f9beb089e07fb7e84217ca", "observationId": "e237d5340a468d1c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d692187d84f9beb089e07fb7e84217ca?observation=e237d5340a468d1c", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned 5 organic results with titles, URLs, and snippets for 'apify web scraping' from the first results page, and correctly named the actor used at the end.", "timestamp": "2026-10-15T04:18:36.667Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned 5 organic results with titles, URLs, and snippets for 'apify web scraping' from the first results page, and correctly named the actor used at the end.", "timestamp": "2026-10-15T04:18:36.606Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-10-15T04:18:36.564Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T04:18:36.508Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:18:36.451Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first get-dataset-items call with fields='organicResults.title,organicResults.url,organicResults.description,organicResults.position' returned an empty item {}, suggesting the dot-notation field projection did not work as expected for nested array fields, requiring a second call without field filtering to get the actual data.", "timestamp": "2026-10-15T04:18:36.414Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T04:18:36.372Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned 5 organic results with titles, URLs, and snippets for 'apify web scraping' from the first results page, and correctly named the actor used at the end.", "timestamp": "2026-10-15T04:18:36.323Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed 4 tool calls: one search, one actor call, and two dataset retrievals (the second needed because the first field-projected call returned empty items), which is slightly inefficient but reasonable.", "timestamp": "2026-10-15T04:18:36.264Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with field projection returned an empty item ({}), so the agent made a second call without field projection to successfully retrieve the full data.", "timestamp": "2026-10-15T04:18:36.220Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and presented organic results with titles, URLs, and snippets directly from the tool output data, matching the preview content.", "timestamp": "2026-10-15T04:18:36.186Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with actor='apify/google-search-scraper', queries='apify web scraping', and maxPagesPerQuery=1, which correctly limits to the first results page.", "timestamp": "2026-10-15T04:18:36.128Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for 'Google Search results' actors and correctly identified and used apify/google-search-scraper, the official Apify actor for this task.", "timestamp": "2026-10-15T04:18:36.071Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:12:17.501Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-15T04:12:17.463Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:12:17.420Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-15T04:12:17.329Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T04:12:17.215Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned 5 organic results with titles, URLs, and snippets for 'apify web scraping' from the first results page, and correctly named the actor used at the end." }, { "scenarioId": "google-maps-contact-details-usage-toronto-roofers", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:11:56.760Z", "day": "2026-10-15", "traceId": "979b36f0ae881f51ea9221a758031838", "observationId": "7e4b7c1991a6e3d7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/979b36f0ae881f51ea9221a758031838?observation=7e4b7c1991a6e3d7", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "use", "title": "google-maps-contact-details / use / toronto-roofers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 2 of 10 items missing emails", "timestamp": "2026-10-15T04:18:31.073Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 2 of 10 items missing emails", "timestamp": "2026-10-15T04:18:30.992Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T04:18:30.938Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-15T04:18:30.879Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 2 of 10 items missing emails", "timestamp": "2026-10-15T04:18:30.836Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-15T04:18:30.802Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned all 10 roofing companies with names, websites, emails, and social profiles, and correctly stated that 8 out of 10 had emails — matching the deterministic check that 2 of 10 items were missing emails.", "timestamp": "2026-10-15T04:18:30.737Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items once while the run was still in progress (9 items) and then again after completion (10 items), which added one extra call, but this was reasonable given the polling pattern and the need to get the final 10th item.", "timestamp": "2026-10-15T04:18:30.672Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The Actor was still running when first polled, and the agent correctly polled get-actor-run multiple times until SUCCEEDED status was confirmed before fetching final results.", "timestamp": "2026-10-15T04:18:30.620Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent's final answer directly reflects the dataset items returned by get-dataset-items, including exact company names, websites, emails, and social profiles from the tool results.", "timestamp": "2026-10-15T04:18:30.548Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called lukaskrivka/google-maps-with-contact-details with searchStringsArray=['roofing'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=10, language='en', and scrapeSocialMediaProfiles with multiple platforms enabled — all sensible and correct inputs.", "timestamp": "2026-10-15T04:18:30.502Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the specified Actor and retrieving results.", "timestamp": "2026-10-15T04:18:30.387Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:15:16.824Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-15T04:15:16.786Z", "metadata": {} }, "check.count": { "value": 1, "stringValue": null, "comment": "PASS (warn): answer matches /[0-9]/", "timestamp": "2026-10-15T04:15:16.747Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 10 items missing emails", "timestamp": "2026-10-15T04:15:16.707Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T04:15:16.636Z", "metadata": {} }, "check.socials": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): scrapeSocialMediaProfiles", "timestamp": "2026-10-15T04:15:16.598Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-15T04:15:16.514Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:15:16.473Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-15T04:15:16.383Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 2 of 10 items missing emails" }, { "scenarioId": "google-maps-contact-details-discovery-toronto-roofers-emails", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:12:02.910Z", "day": "2026-10-15", "traceId": "7cc2364a4b78277a97be0b40be5c84c5", "observationId": "d3364a3c8acfb34c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7cc2364a4b78277a97be0b40be5c84c5?observation=d3364a3c8acfb34c", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "find", "title": "google-maps-contact-details / find / toronto-roofers-emails", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent found 10 roofing companies in Toronto, reported which 6 had emails with the actual email addresses, identified the 4 without emails, and ended with the required 'Actor: lukaskrivka/google-maps-with-contact-details' line.", "timestamp": "2026-10-15T04:18:27.742Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent found 10 roofing companies in Toronto, reported which 6 had emails with the actual email addresses, identified the 4 without emails, and ended with the required 'Actor: lukaskrivka/google-maps-with-contact-details' line.", "timestamp": "2026-10-15T04:18:27.694Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-15T04:18:27.647Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T04:18:27.595Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:18:27.528Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly discovered the right actor, configured it properly, waited for completion, retrieved and utilized the data accurately, and provided a complete answer matching the task requirements.", "timestamp": "2026-10-15T04:18:27.472Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-15T04:18:27.423Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent found 10 roofing companies in Toronto, reported which 6 had emails with the actual email addresses, identified the 4 without emails, and ended with the required 'Actor: lukaskrivka/google-maps-with-contact-details' line.", "timestamp": "2026-10-15T04:18:27.385Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls in a logical sequence: search, fetch details, call actor, poll for completion, get results - no redundant steps.", "timestamp": "2026-10-15T04:18:27.331Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor was still running after the initial 30-second wait, and the agent correctly polled again with get-actor-run before retrieving results.", "timestamp": "2026-10-15T04:18:27.285Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and directly used the returned data to list all 10 companies with their email fields, accurately counting 6 companies with emails and 4 without.", "timestamp": "2026-10-15T04:18:27.242Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with searchStringsArray=['roofing'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=10, and language='en', which are all correct and appropriate inputs for the task.", "timestamp": "2026-10-15T04:18:27.198Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used lukaskrivka/google-maps-with-contact-details, which is specifically designed to extract email addresses from Google Maps business listings by visiting their websites.", "timestamp": "2026-10-15T04:18:27.131Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:13:48.637Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-15T04:13:48.577Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:13:48.538Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"lukaskrivka/google-maps-with-contact-details\"", "timestamp": "2026-10-15T04:13:48.460Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-15T04:13:48.374Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent found 10 roofing companies in Toronto, reported which 6 had emails with the actual email addresses, identified the 4 without emails, and ended with the required 'Actor: lukaskrivka/google-maps-with-contact-details' line." }, { "scenarioId": "google-maps-reviews-usage-ritz-trend", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:12:17.531Z", "day": "2026-10-15", "traceId": "4e66e5a9d04ca3a6e32212fa59fd50d5", "observationId": "d7e86b564d5fd2d4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4e66e5a9d04ca3a6e32212fa59fd50d5?observation=d7e86b564d5fd2d4", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "use", "title": "google-maps-reviews / use / ritz-trend", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 30 reviews sorted newest first, computed averages for newest 15 (4.33) vs previous 15 (4.0) accounting for the 8 missing stars noted in the facts, and stated the trend is UP — fulfilling all task requirements.", "timestamp": "2026-10-15T04:18:28.867Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 30 reviews sorted newest first, computed averages for newest 15 (4.33) vs previous 15 (4.0) accounting for the 8 missing stars noted in the facts, and stated the trend is UP — fulfilling all task requirements.", "timestamp": "2026-10-15T04:18:28.817Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-15T04:18:28.742Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:18:28.638Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly selected the actor, formed valid inputs, recovered from the initial URL error, utilized retrieved data to compute averages, and delivered a complete answer with trend direction.", "timestamp": "2026-10-15T04:18:28.592Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-15T04:18:28.551Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 30 reviews sorted newest first, computed averages for newest 15 (4.33) vs previous 15 (4.0) accounting for the 8 missing stars noted in the facts, and stated the trend is UP — fulfilling all task requirements.", "timestamp": "2026-10-15T04:18:28.486Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed two actor runs (one failed, one succeeded) plus a KV store check for diagnosis, which is a reasonable path; no unnecessary repetition occurred.", "timestamp": "2026-10-15T04:18:28.399Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first run failed with 'Failed to parse response from Google Maps', the agent checked the key-value store for error details and then retried with a /maps/search URL format that succeeded.", "timestamp": "2026-10-15T04:18:28.333Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the dataset items and used the actual star ratings from the preview (5,5,5,5,5,5,4,2,4,5,2,5 for newest 15 and 5,5,5,5,1,2,5,5,2,5 for previous 15) to compute averages, consistent with the retrieved data.", "timestamp": "2026-10-15T04:18:28.283Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The second call used reviewsSort='newest', maxReviews=30, and a search URL format that succeeded in returning 30 items; the first call failed due to URL format but the second corrected it.", "timestamp": "2026-10-15T04:18:28.220Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to understand the schema, then call-actor with compass/google-maps-reviews-scraper, followed by get-key-value-store-record for error diagnosis and get-dataset-items to retrieve results.", "timestamp": "2026-10-15T04:18:28.160Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:13:56.388Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-15T04:13:56.346Z", "metadata": {} }, "check.stars": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 8 of 30 items missing stars", "timestamp": "2026-10-15T04:13:56.309Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 30 items ok", "timestamp": "2026-10-15T04:13:56.271Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxReviews", "timestamp": "2026-10-15T04:13:56.227Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:13:56.185Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-reviews-scraper", "timestamp": "2026-10-15T04:13:56.107Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[1-5](\\.\\d+)?\\b/", "timestamp": "2026-10-15T04:13:56.024Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "stars" ], "judgeComment": "PASS: The agent retrieved 30 reviews sorted newest first, computed averages for newest 15 (4.33) vs previous 15 (4.0) accounting for the 8 missing stars noted in the facts, and stated the trend is UP — fulfilling all task requirements." }, { "scenarioId": "google-maps-reviews-discovery-ritz", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:13:17.055Z", "day": "2026-10-15", "traceId": "999f7e3f9bfeb073c4462d8c1da3a884", "observationId": "bdc040353bb56625", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/999f7e3f9bfeb073c4462d8c1da3a884?observation=bdc040353bb56625", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "find", "title": "google-maps-reviews / find / ritz", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides a well-structured summary of praises (staff, rooms, views, special occasions, bar) and complaints (discrimination, dining, Marriott benefits, doorman, WiFi) grounded in the retrieved reviews, and ends with exactly 'Actor: compass/Google-Maps-Reviews-Scraper'.", "timestamp": "2026-10-15T04:18:26.478Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides a well-structured summary of praises (staff, rooms, views, special occasions, bar) and complaints (discrimination, dining, Marriott benefits, doorman, WiFi) grounded in the retrieved reviews, and ends with exactly 'Actor: compass/Google-Maps-Reviews-Scraper'.", "timestamp": "2026-10-15T04:18:26.444Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-15T04:18:26.404Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T04:18:26.341Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:18:26.279Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent found the right actor, used correct inputs, recovered from the first failed run, utilized the retrieved data accurately, and produced a complete task-fulfilling answer.", "timestamp": "2026-10-15T04:18:26.184Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-15T04:18:26.142Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides a well-structured summary of praises (staff, rooms, views, special occasions, bar) and complaints (discrimination, dining, Marriott benefits, doorman, WiFi) grounded in the retrieved reviews, and ends with exactly 'Actor: compass/Google-Maps-Reviews-Scraper'.", "timestamp": "2026-10-15T04:18:26.074Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: search, fetch-details, two actor calls (one failed, one succeeded), and one dataset fetch — the extra call was necessary due to the first run failing, so the path was reasonably direct.", "timestamp": "2026-10-15T04:18:26.009Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first run failed with 0 items (direct place URL didn't resolve); the agent immediately retried with a search URL format which succeeded with 30 items.", "timestamp": "2026-10-15T04:18:25.971Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the 30 dataset items and grounded the summary in actual review text visible in the preview (e.g., the umbrella/discrimination review, Dale's praise, doorman complaint, Lake Michigan views), not invented content.", "timestamp": "2026-10-15T04:18:25.885Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The second call used a search URL format (google.com/maps/search/Ritz+Carlton+Chicago) with maxReviews:30, reviewsSort:newest, and language:en — all well-formed and appropriate for the task.", "timestamp": "2026-10-15T04:18:25.821Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used compass/Google-Maps-Reviews-Scraper, the intended actor for scraping Google Maps reviews, found via search-actors.", "timestamp": "2026-10-15T04:18:25.664Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:15:09.668Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-15T04:15:09.625Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:15:09.586Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"compass/google-maps-reviews-scraper\"", "timestamp": "2026-10-15T04:15:09.543Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-15T04:15:09.473Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides a well-structured summary of praises (staff, rooms, views, special occasions, bar) and complaints (discrimination, dining, Marriott benefits, doorman, WiFi) grounded in the retrieved reviews, and ends with exactly 'Actor: compass/Google-Maps-Reviews-Scraper'." }, { "scenarioId": "google-maps-extractor-usage-toronto-plumbers", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:13:48.672Z", "day": "2026-10-15", "traceId": "ca12c8a5009b87a33a7737e118ad8244", "observationId": "83da9ea81b0ebd15", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ca12c8a5009b87a33a7737e118ad8244?observation=83da9ea81b0ebd15", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "use", "title": "google-maps-extractor / use / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 1 of 15 items missing address", "timestamp": "2026-10-15T04:18:17.705Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 1 of 15 items missing address", "timestamp": "2026-10-15T04:18:17.621Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T04:18:17.559Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-15T04:18:17.509Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 1 of 15 items missing address", "timestamp": "2026-10-15T04:18:17.416Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-15T04:18:17.373Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned all 15 plumbers with name, address (noting the one missing), phone, and star rating, stated the count of 15, and correctly identified the highest-rated (multiple tied at 5.0 stars) with specific names.", "timestamp": "2026-10-15T04:18:17.337Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls: fetch schema, run actor, get results — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-15T04:18:17.293Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "One item (Mr. Rooter Plumbing) had a null address (fields check FAIL for 1 of 15 items), and the agent correctly noted '(No address listed)' rather than inventing an address.", "timestamp": "2026-10-15T04:18:17.257Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the dataset items returned by get-dataset-items (grounded check PASS, all 18 numbers found in Actor output), presenting real names, addresses, phones, and ratings from the retrieved data.", "timestamp": "2026-10-15T04:18:17.217Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=['plumber'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=15, and language='en' — all well-formed and appropriate for the task.", "timestamp": "2026-10-15T04:18:17.162Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for discovering the Actor schema, running it, and retrieving results.", "timestamp": "2026-10-15T04:18:17.117Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:14:24.174Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-15T04:14:24.133Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 18 numbers found in Actor output", "timestamp": "2026-10-15T04:14:24.096Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /[1-5][.][0-9]/", "timestamp": "2026-10-15T04:14:24.061Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 1 of 15 items missing address", "timestamp": "2026-10-15T04:14:24.024Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 15 items ok", "timestamp": "2026-10-15T04:14:23.986Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-15T04:14:23.947Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:14:23.862Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-extractor", "timestamp": "2026-10-15T04:14:23.783Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 1 of 15 items missing address" }, { "scenarioId": "google-maps-extractor-discovery-toronto-plumbers", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:13:56.425Z", "day": "2026-10-15", "traceId": "3338b679aa477197e3953cf5cffda10c", "observationId": "5d5fc1d952e4c36f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3338b679aa477197e3953cf5cffda10c?observation=5d5fc1d952e4c36f", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "find", "title": "google-maps-extractor / find / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used delicious_zebu/google-maps-data-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-15T04:18:17.289Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used delicious_zebu/google-maps-data-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-15T04:18:17.152Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "delicious_zebu/google-maps-data-scraper", "comment": "Actors the agent ran: delicious_zebu/google-maps-data-scraper", "timestamp": "2026-10-15T04:18:17.104Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T04:18:17.059Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:18:17.010Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used delicious_zebu/google-maps-data-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-15T04:18:16.969Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-15T04:18:16.929Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned exactly 15 plumbers in Toronto with name, address, phone, website, and rating, no reviews included, and ended with the Actor line as required; however, the wrong Actor was used (delicious_zebu instead of compass/google-maps-extractor).", "timestamp": "2026-10-15T04:18:16.887Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent searched once, fetched actor details once, ran the actor, polled once for completion, and retrieved items once — a clean 5-step path with no redundant calls.", "timestamp": "2026-10-15T04:18:16.847Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 15 items from the dataset and presented all five requested fields (name, address, phone, website, rating) directly from the tool results without inventing data.", "timestamp": "2026-10-15T04:18:16.800Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed keywords=['plumbers'], location='Toronto', maxCrawlPages=1 which are well-formed inputs matching the Actor's schema, and then fetched 15 items with the correct fields.", "timestamp": "2026-10-15T04:18:16.752Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used delicious_zebu/google-maps-data-scraper instead of the intended compass/google-maps-extractor or compass/crawler-google-places; the rightActor deterministic check is FAIL, confirming the wrong Actor was selected.", "timestamp": "2026-10-15T04:18:16.709Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:16:00.524Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T04:16:00.491Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:16:00.452Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /compass/(google-maps-extractor|crawler-google-places)/", "timestamp": "2026-10-15T04:16:00.415Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used delicious_zebu/google-maps-data-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-15T04:16:00.378Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "delicious_zebu/google-maps-data-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used delicious_zebu/google-maps-data-scraper; expected compass/google-maps-extractor" }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:14:24.202Z", "day": "2026-10-15", "traceId": "5fdca7c8563a824457926abcda7fc9b7", "observationId": "07d5560f2bc136d7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5fdca7c8563a824457926abcda7fc9b7?observation=07d5560f2bc136d7", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check items: 15 items, expected at most 10", "timestamp": "2026-10-15T04:18:15.352Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check items: 15 items, expected at most 10", "timestamp": "2026-10-15T04:18:15.267Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T04:18:15.226Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-15T04:18:15.184Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check items: 15 items, expected at most 10", "timestamp": "2026-10-15T04:18:15.141Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-15T04:18:15.103Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 15 items instead of 10, reported 15 total, correctly identified the highest-rated places, and provided name/address/phone/rating for 10 entries — the task asked for 10 but the cap was exceeded, though the final answer does present 10 rows with real data.", "timestamp": "2026-10-15T04:18:15.064Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used a minimal 3-call sequence (fetch details, call actor, get items) with no redundant calls.", "timestamp": "2026-10-15T04:18:15.027Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all phone numbers and data in the answer came directly from the Actor output, not invented.", "timestamp": "2026-10-15T04:18:14.944Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent set maxCrawledPlacesPerSearch=15 instead of 10 as requested, which caused the cap check to FAIL; the task asked for 10 places but the agent retrieved 15.", "timestamp": "2026-10-15T04:18:14.903Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-15T04:18:14.838Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:15:07.461Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: items", "timestamp": "2026-10-15T04:15:07.421Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 4 numbers found in Actor output", "timestamp": "2026-10-15T04:15:07.381Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 15 items ok", "timestamp": "2026-10-15T04:15:07.342Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 15 items, expected at most 10", "timestamp": "2026-10-15T04:15:07.299Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): compass/crawler-google-places: maxCrawledPlacesPerSearch = 15 (expected at most 10)", "timestamp": "2026-10-15T04:15:07.261Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:15:07.167Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-15T04:15:07.129Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-15T04:15:07.033Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "cap" ], "judgeComment": "FAIL: check items: 15 items, expected at most 10" }, { "scenarioId": "crawler-google-places-discovery-miami-gyms", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:14:40.192Z", "day": "2026-10-15", "traceId": "b130ce3baca66618b9a8f548ead491ff", "observationId": "bd290fad11fe832e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b130ce3baca66618b9a8f548ead491ff?observation=bd290fad11fe832e", "subject": "compass/crawler-google-places", "owner": "google", "skill": "find", "title": "crawler-google-places / find / miami-gyms", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used gio21/gym-scraper, scrapesage/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-15T04:18:19.536Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used gio21/gym-scraper, scrapesage/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-15T04:18:19.426Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "gio21/gym-scraper", "comment": "Actors the agent ran: gio21/gym-scraper, scrapesage/google-maps-scraper", "timestamp": "2026-10-15T04:18:19.381Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T04:18:19.342Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-15T04:18:19.302Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used gio21/gym-scraper, scrapesage/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-15T04:18:19.251Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "10 tool calls valid", "timestamp": "2026-10-15T04:18:19.210Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a complete table of 20 Miami gyms with ratings, review counts, and opening hours grounded in retrieved data, fulfilling the task requirements, though it used scrapesage/google-maps-scraper instead of the intended compass/crawler-google-places.", "timestamp": "2026-10-15T04:18:19.172Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran gio21/gym-scraper twice (once with basic params, once with queries array that returned 0 items) before switching to scrapesage/google-maps-scraper, adding unnecessary runs; however the overall path was reasonably directed toward the goal.", "timestamp": "2026-10-15T04:18:19.130Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When gio21/gym-scraper returned only 5 mock/sample items ('Sample Fitness Center'), the agent recognized the inadequacy and searched for an alternative actor (scrapesage/google-maps-scraper) that successfully returned 20 real gym records.", "timestamp": "2026-10-15T04:18:19.085Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from Kc8CPPQi4DAg41f1K and directly used the returned fields (rank, title, totalScore, reviewsCount, openingHours) to populate the final comparison table, with gym names, ratings, review counts, and hours matching the tool results.", "timestamp": "2026-10-15T04:18:19.043Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The final scrapesage/google-maps-scraper call used well-formed inputs: searchQueries=['gyms'], locationQuery='Miami, FL', maxResults=20, scrapePlaceDetails=true, which correctly requested 20 gyms with full details including opening hours.", "timestamp": "2026-10-15T04:18:19.006Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for gym/Google Maps actors and ultimately used gio21/gym-scraper (which returned mock data) and then scrapesage/google-maps-scraper (which returned 20 real items), but failed to find or use the intended compass/crawler-google-places actor as confirmed by the rightActor FAIL check.", "timestamp": "2026-10-15T04:18:18.965Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:16:17.530Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T04:16:17.491Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 3 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:16:17.426Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"compass/crawler-google-places\"", "timestamp": "2026-10-15T04:16:17.384Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used gio21/gym-scraper, scrapesage/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-15T04:16:17.277Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "gio21/gym-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used gio21/gym-scraper, scrapesage/google-maps-scraper; expected compass/crawler-google-places" }, { "scenarioId": "contact-info-scraper-usage-two-domains-shallow", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:15:07.509Z", "day": "2026-10-15", "traceId": "b592951bc329d38ecc8561b93acf5e6a", "observationId": "cc479731f43ca164", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b592951bc329d38ecc8561b93acf5e6a?observation=cc479731f43ca164", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "use", "title": "contact-info / use / two-domains-shallow", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-15T04:18:05.500Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-15T04:18:05.419Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T04:18:05.384Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-15T04:18:05.329Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-15T04:18:05.289Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-15T04:18:05.251Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported emails and social profiles per domain from retrieved data; the fields check FAIL (missing url field, missing emails on 1 item) reflects Actor output structure issues but the agent correctly reported what was available, including empty emails for notion.so.", "timestamp": "2026-10-15T04:18:05.215Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve results — no redundant calls.", "timestamp": "2026-10-15T04:18:05.177Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent's final report directly reflects the dataset items returned: hello@apify.com for apify.com, empty emails for notion.so, and social profiles matching the tool output exactly.", "timestamp": "2026-10-15T04:18:05.133Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed both URLs as startUrls, set maxDepth=1, mergeContacts=true, sameDomain=true, and proxyConfig correctly matching the schema requirements.", "timestamp": "2026-10-15T04:18:05.096Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-15T04:18:05.060Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:16:11.085Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-15T04:16:11.031Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-15T04:16:10.974Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 2 items ok", "timestamp": "2026-10-15T04:16:10.913Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): maxDepth", "timestamp": "2026-10-15T04:16:10.858Z", "metadata": {} }, "check.urls": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T04:16:10.768Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:16:10.708Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used vdrmota/contact-info-scraper", "timestamp": "2026-10-15T04:16:10.585Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails" }, { "scenarioId": "contact-info-scraper-discovery-notion-website", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:15:09.711Z", "day": "2026-10-15", "traceId": "afcbe3144160946f42b1e3588699270a", "observationId": "fce603bad9207120", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/afcbe3144160946f42b1e3588699270a?observation=fce603bad9207120", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "find", "title": "contact-info / find / notion-website", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used caprolok/website-email-phone-finder; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-15T04:18:05.380Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used caprolok/website-email-phone-finder; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-15T04:18:05.276Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "caprolok/website-email-phone-finder", "comment": "Actors the agent ran: caprolok/website-email-phone-finder", "timestamp": "2026-10-15T04:18:05.237Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T04:18:05.199Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:18:05.149Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used caprolok/website-email-phone-finder; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-15T04:18:05.070Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T04:18:05.010Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned contact info grounded in retrieved data, but used the wrong Actor (caprolok/website-email-phone-finder instead of vdrmota/contact-info-scraper) and the emails were masked due to free tier limitations, providing incomplete contact information.", "timestamp": "2026-10-15T04:18:04.976Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence (search, fetch details, run actor, get results) with no redundant steps.", "timestamp": "2026-10-15T04:18:04.934Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent accurately reported the masked email addresses returned by the dataset (s******@makenotion.com and n*****@updates.notion.so) and correctly noted no phone numbers were found.", "timestamp": "2026-10-15T04:18:04.894Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly passed 'notion.so' as the domain in the domains array, matching the input schema requirement for caprolok/website-email-phone-finder.", "timestamp": "2026-10-15T04:18:04.854Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items which are appropriate tools, but selected caprolok/website-email-phone-finder instead of the intended vdrmota/contact-info-scraper, as confirmed by the rightActor FAIL deterministic check.", "timestamp": "2026-10-15T04:18:04.771Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:15:35.712Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T04:15:35.675Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:15:35.573Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"vdrmota/contact-info-scraper\"", "timestamp": "2026-10-15T04:15:35.535Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used caprolok/website-email-phone-finder; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-15T04:15:35.456Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "caprolok/website-email-phone-finder", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used caprolok/website-email-phone-finder; expected vdrmota/contact-info-scraper" }, { "scenarioId": "booking-scraper-usage-amsterdam-three-adults", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:15:16.881Z", "day": "2026-10-15", "traceId": "e72c1de42cf347d0b7d616f83b3a9940", "observationId": "369e1af423ac338e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e72c1de42cf347d0b7d616f83b3a9940?observation=369e1af423ac338e", "subject": "voyager/booking-scraper", "owner": "google", "skill": "use", "title": "booking / use / amsterdam-three-adults", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 10 items retrieved (though confusingly also said '7 unique hotels'), identified the cheapest nightly price (€129.97 for Hotel Jesse), and the highest-rated property (Hotel TwentySeven at 9.4/10), fulfilling all three requested outputs; the count confusion (7 vs 10) is a minor presentation issue but the facts check confirms 10 items.", "timestamp": "2026-10-15T04:18:07.093Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 10 items retrieved (though confusingly also said '7 unique hotels'), identified the cheapest nightly price (€129.97 for Hotel Jesse), and the highest-rated property (Hotel TwentySeven at 9.4/10), fulfilling all three requested outputs; the count confusion (7 vs 10) is a minor presentation issue but the facts check confirms 10 items.", "timestamp": "2026-10-15T04:18:07.054Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-15T04:18:07.020Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:18:06.983Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent reported '7 unique hotels in the dataset (10 results returned)' which is confusing — the dataset preview showed totalItemCount=7 but itemCount=10, and the facts confirm 10 items. The agent should have reported 10 hotels retrieved consistently rather than introducing ambiguity about '7 unique hotels'.", "timestamp": "2026-10-15T04:18:06.942Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-15T04:18:06.897Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 items retrieved (though confusingly also said '7 unique hotels'), identified the cheapest nightly price (€129.97 for Hotel Jesse), and the highest-rated property (Hotel TwentySeven at 9.4/10), fulfilling all three requested outputs; the count confusion (7 vs 10) is a minor presentation issue but the facts check confirms 10 items.", "timestamp": "2026-10-15T04:18:06.853Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one schema fetch, one actor call, two polling calls (needed because the run was still in progress), and one dataset fetch — a reasonably direct path with no unnecessary repetition.", "timestamp": "2026-10-15T04:18:06.814Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used actual data from the dataset items (Hotel Jesse price=259.94, Hotel TwentySeven rating=9.4) to report cheapest price and highest-rated property, not invented values.", "timestamp": "2026-10-15T04:18:06.773Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed search='Amsterdam', maxItems=10, checkIn='2026-11-12', checkOut='2026-11-14' (two nights, ~4 weeks ahead), adults=3, rooms=1, currency='EUR' — all correct and matching the task requirements including the non-default 3 adults.", "timestamp": "2026-10-15T04:18:06.730Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with voyager/booking-scraper, then get-actor-run to poll, then get-dataset-items to retrieve results — all appropriate tools for this task.", "timestamp": "2026-10-15T04:18:06.692Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:17:41.909Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T04:17:41.873Z", "metadata": {} }, "check.optFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-15T04:17:41.833Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T04:17:41.795Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T04:17:41.758Z", "metadata": {} }, "check.adults": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): adults", "timestamp": "2026-10-15T04:17:41.717Z", "metadata": {} }, "check.dates": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T04:17:41.680Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxItems", "timestamp": "2026-10-15T04:17:41.596Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:17:41.550Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used voyager/booking-scraper", "timestamp": "2026-10-15T04:17:41.459Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 10 items retrieved (though confusingly also said '7 unique hotels'), identified the cheapest nightly price (€129.97 for Hotel Jesse), and the highest-rated property (Hotel TwentySeven at 9.4/10), fulfilling all three requested outputs; the count confusion (7 vs 10) is a minor presentation issue but the facts check confirms 10 items." }, { "scenarioId": "booking-scraper-discovery-amsterdam-hotels", "experimentId": "e434ac968e20d006", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T04:15:35.747Z", "day": "2026-10-15", "traceId": "59fbeb9f225c84974f4b786998aa61eb", "observationId": "a63635b930786c71", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/59fbeb9f225c84974f4b786998aa61eb?observation=a63635b930786c71", "subject": "voyager/booking-scraper", "owner": "google", "skill": "find", "title": "booking / find / amsterdam-hotels", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-15T04:18:05.377Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-15T04:18:05.255Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "rl1987/booking-api-scraper", "comment": "Actors the agent ran: rl1987/booking-api-scraper", "timestamp": "2026-10-15T04:18:05.217Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T04:18:05.172Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T04:18:05.132Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-15T04:18:05.050Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T04:18:05.010Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned 10 Amsterdam hotels with prices for a two-night stay and correctly identified Flying Pig Uptown as cheapest, but used the wrong Actor (rl1987/booking-api-scraper instead of voyager/booking-scraper) and the final line names the wrong actor.", "timestamp": "2026-10-15T04:18:04.972Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search, fetch details, call actor, get items) with no redundant steps or retries.", "timestamp": "2026-10-15T04:18:04.937Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items with names and prices and directly used those values in the final answer, matching the dataset preview exactly.", "timestamp": "2026-10-15T04:18:04.899Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input included search='Amsterdam', checkin='2026-11-15', checkout='2026-11-17' (two nights, ~one month ahead), maxItems=10, currency='USD', and mode='search' — all well-formed and sensible for the task.", "timestamp": "2026-10-15T04:18:04.853Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task, though it picked rl1987/booking-api-scraper instead of the intended voyager/booking-scraper (rightActor FAIL per deterministic checks).", "timestamp": "2026-10-15T04:18:04.765Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e434ac968e20d006", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T04:16:15.325Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T04:16:15.276Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T04:16:15.232Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"voyager/booking-scraper\"", "timestamp": "2026-10-15T04:16:15.157Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-15T04:16:15.102Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "rl1987/booking-api-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper" }, { "scenarioId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:08:17.240Z", "day": "2026-10-15", "traceId": "ff1716a028446cc1b5de02c5b4314453", "observationId": "18fa7103b79610cb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ff1716a028446cc1b5de02c5b4314453?observation=18fa7103b79610cb", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "use", "title": "youtube-shorts / use / mrbeast-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer lists all 10 MrBeast Shorts with their view counts and like counts, grounded in the retrieved data, fully satisfying the task requirements.", "timestamp": "2026-10-15T11:32:11.450Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer lists all 10 MrBeast Shorts with their view counts and like counts, grounded in the retrieved data, fully satisfying the task requirements.", "timestamp": "2026-10-15T11:32:11.415Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-15T11:32:11.369Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:32:11.332Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, provided proper inputs, retrieved and utilized the data, and delivered a complete grounded answer.", "timestamp": "2026-10-15T11:32:11.293Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T11:32:11.254Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer lists all 10 MrBeast Shorts with their view counts and like counts, grounded in the retrieved data, fully satisfying the task requirements.", "timestamp": "2026-10-15T11:32:11.215Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent followed a direct 4-step path: fetch schema, call actor, poll for completion, retrieve items — no redundant calls or detours.", "timestamp": "2026-10-15T11:32:11.180Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 24 numbers in the final answer were found in the Actor output, and the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-10-15T11:32:11.099Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with channels=[\"MrBeast\"], maxResultsShorts=10, and sortChannelShortsBy=\"POPULAR\", which matches the required input schema exactly.", "timestamp": "2026-10-15T11:32:11.061Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for the task of running streamers/youtube-shorts-scraper and retrieving results.", "timestamp": "2026-10-15T11:32:11.017Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:09:45.911Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-15T11:09:45.868Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 24 numbers found in Actor output", "timestamp": "2026-10-15T11:09:45.808Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-15T11:09:45.768Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-15T11:09:45.675Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResultsShorts", "timestamp": "2026-10-15T11:09:45.621Z", "metadata": {} }, "check.sortPopular": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): sortChannelShortsBy", "timestamp": "2026-10-15T11:09:45.574Z", "metadata": {} }, "check.channelInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): channels[0]", "timestamp": "2026-10-15T11:09:45.528Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:09:45.392Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-15T11:09:45.299Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer lists all 10 MrBeast Shorts with their view counts and like counts, grounded in the retrieved data, fully satisfying the task requirements." }, { "scenarioId": "youtube-shorts-scraper-discovery-mrbeast-popular", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:08:17.242Z", "day": "2026-10-15", "traceId": "201b6245119c642b890d5571247a5779", "observationId": "26f78a4e2471c36d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/201b6245119c642b890d5571247a5779?observation=26f78a4e2471c36d", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "find", "title": "youtube-shorts / find / mrbeast-popular", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used solidcode/youtube-scraper; expected streamers/youtube-shorts-scraper", "timestamp": "2026-10-15T11:31:57.085Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used solidcode/youtube-scraper; expected streamers/youtube-shorts-scraper", "timestamp": "2026-10-15T11:31:56.957Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "solidcode/youtube-scraper", "comment": "Actors the agent ran: solidcode/youtube-scraper", "timestamp": "2026-10-15T11:31:56.916Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T11:31:56.878Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:31:56.839Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used solidcode/youtube-scraper; expected streamers/youtube-shorts-scraper", "timestamp": "2026-10-15T11:31:56.782Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T11:31:56.750Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned a list of 10 MrBeast Shorts with view counts grounded in retrieved data, but used the wrong actor (solidcode/youtube-scraper instead of streamers/youtube-shorts-scraper), and the namedActor check also fails since the answer names the wrong actor.", "timestamp": "2026-10-15T11:31:56.711Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch details, call actor, get dataset) in a logical sequence with no redundant steps.", "timestamp": "2026-10-15T11:31:56.676Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items from the run and directly used the title and viewCount fields from the dataset to populate the final answer.", "timestamp": "2026-10-15T11:31:56.638Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Given the chosen actor (solidcode/youtube-scraper), the inputs were well-formed: youtubeHandles=['@MrBeast'], channelContent='shorts', sortBy='viewCount', maxResults=10 are all valid parameters for that actor.", "timestamp": "2026-10-15T11:31:56.600Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used solidcode/youtube-scraper instead of the intended streamers/youtube-shorts-scraper; the rightActor check is FAIL, meaning the wrong actor was selected despite the task being specifically about YouTube Shorts.", "timestamp": "2026-10-15T11:31:56.553Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:09:04.606Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T11:09:04.567Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{3,}/", "timestamp": "2026-10-15T11:09:04.528Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:09:04.486Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"streamers/youtube-shorts-scraper\"", "timestamp": "2026-10-15T11:09:04.448Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used solidcode/youtube-scraper; expected streamers/youtube-shorts-scraper", "timestamp": "2026-10-15T11:09:04.407Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "solidcode/youtube-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used solidcode/youtube-scraper; expected streamers/youtube-shorts-scraper" }, { "scenarioId": "tiktok-scraper-discovery-cleantok", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:08:17.242Z", "day": "2026-10-15", "traceId": "91ebfe54f6125147a5b431840819d42f", "observationId": "7f983582c4761025", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/91ebfe54f6125147a5b431840819d42f?observation=7f983582c4761025", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "find", "title": "tiktok / find / cleantok", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used powerai/tiktok-videos-search-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-15T11:32:03.106Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used powerai/tiktok-videos-search-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-15T11:32:03.004Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "powerai/tiktok-videos-search-scraper", "comment": "Actors the agent ran: powerai/tiktok-videos-search-scraper", "timestamp": "2026-10-15T11:32:02.964Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T11:32:02.920Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:32:02.886Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used powerai/tiktok-videos-search-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-15T11:32:02.835Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-15T11:32:02.781Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent produced a detailed summary of trending #cleantok content with real engagement numbers, but used the wrong actor (powerai/tiktok-videos-search-scraper instead of clockworks/tiktok-scraper) and the first run CALL-FAILED per deterministic checks, though the second run succeeded and returned data.", "timestamp": "2026-10-15T11:32:02.740Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: search, fetch-details, failed call, successful call, and get-dataset-items — a reasonably direct path with only one extra call due to schema validation error.", "timestamp": "2026-10-15T11:32:02.702Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'Field input.maxResults must be >= 30', the agent immediately retried with maxResults=30 and the run succeeded.", "timestamp": "2026-10-15T11:32:02.662Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 items from the dataset and used real field values (play_count, digg_count, comment_count, share_count, collect_count, titles, author names) to construct the summary with accurate engagement numbers.", "timestamp": "2026-10-15T11:32:02.624Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent first called with maxResults=20 which failed validation (minimum is 30), then correctly retried with maxResults=30 and sort_type=1 for likes-sorted results; the second call succeeded.", "timestamp": "2026-10-15T11:32:02.560Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for TikTok actors and found clockworks/tiktok-video-scraper in the results but chose powerai/tiktok-videos-search-scraper instead, which is a wrong actor pick per the deterministic check (rightActor: FAIL).", "timestamp": "2026-10-15T11:32:02.522Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:10:05.823Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T11:10:05.780Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): powerai/tiktok-videos-search-scraper run : CALL-FAILED", "timestamp": "2026-10-15T11:10:05.700Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-scraper\"", "timestamp": "2026-10-15T11:10:05.618Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used powerai/tiktok-videos-search-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-15T11:10:05.461Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "powerai/tiktok-videos-search-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used powerai/tiktok-videos-search-scraper; expected clockworks/tiktok-scraper" }, { "scenarioId": "youtube-scraper-discovery-espresso", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:08:17.242Z", "day": "2026-10-15", "traceId": "37814e0a174ae34f9788816e494b5993", "observationId": "b58ecb27875c3be0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/37814e0a174ae34f9788816e494b5993?observation=b58ecb27875c3be0", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "find", "title": "youtube / find / espresso", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-15T11:32:03.347Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-15T11:32:03.234Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "api-ninja/youtube-search-scraper", "comment": "Actors the agent ran: api-ninja/youtube-search-scraper", "timestamp": "2026-10-15T11:32:03.197Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T11:32:03.163Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:32:03.117Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-15T11:32:03.080Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-15T11:32:03.045Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered a table of 10 videos with titles, view counts, and channel names from the last month sorted by popularity, fulfilling the task requirements, though it used the wrong actor (api-ninja/youtube-search-scraper instead of streamers/youtube-scraper) and named that wrong actor at the end.", "timestamp": "2026-10-15T11:32:02.996Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search calls (first for 'YouTube videos', then for 'YouTube search scraper'), fetched actor details, ran the actor, and retrieved results — a reasonably direct path with only one extra search call.", "timestamp": "2026-10-15T11:32:02.958Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned titles, view counts, channel names, and publication dates to construct the final answer table.", "timestamp": "2026-10-15T11:32:02.877Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly set query='home espresso machines', type='video', uploadDate='month', sortBy='popularity', maxResults=20, and videoDepthDetails='standard', which are all sensible and well-formed inputs for the task.", "timestamp": "2026-10-15T11:32:02.838Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for YouTube scraping actors and selected api-ninja/youtube-search-scraper, which can search by keyword with date and sort filters, but the intended/correct actor was streamers/youtube-scraper. The first search returned streamers/youtube-video-downloader (not the scraper), and the second search returned api-ninja/youtube-search-scraper first, which the agent chose instead of the correct streamers/youtube-scraper.", "timestamp": "2026-10-15T11:32:02.802Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:09:34.155Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T11:09:34.112Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:09:34.066Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"streamers/youtube-scraper\"", "timestamp": "2026-10-15T11:09:33.991Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-15T11:09:33.903Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "api-ninja/youtube-search-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper" }, { "scenarioId": "tiktok-scraper-usage-protein-coffee", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:08:17.242Z", "day": "2026-10-15", "traceId": "844267a1bce3c5e3179eb85ea91d8404", "observationId": "9deaf886c944383b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/844267a1bce3c5e3179eb85ea91d8404?observation=9deaf886c944383b", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "use", "title": "tiktok / use / protein-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 10 videos with play counts sorted by most plays, all grounded in retrieved data (confirmed by the grounded check), fulfilling the task completely.", "timestamp": "2026-10-15T11:32:02.220Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 10 videos with play counts sorted by most plays, all grounded in retrieved data (confirmed by the grounded check), fulfilling the task completely.", "timestamp": "2026-10-15T11:32:02.185Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-15T11:32:02.141Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:32:02.098Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, used correct inputs, grounded its answer in retrieved data, handled the polling wait gracefully, and completed the task efficiently.", "timestamp": "2026-10-15T11:32:02.060Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T11:32:02.015Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 videos with play counts sorted by most plays, all grounded in retrieved data (confirmed by the grounded check), fulfilling the task completely.", "timestamp": "2026-10-15T11:32:01.967Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls in a logical sequence: fetch details, run actor, poll for completion, retrieve items — no redundant steps.", "timestamp": "2026-10-15T11:32:01.927Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor was still RUNNING after the initial 30s wait, and the agent correctly polled again with get-actor-run until it SUCCEEDED — no errors occurred beyond this normal polling scenario.", "timestamp": "2026-10-15T11:32:01.880Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 10 play counts in the final answer were found in the Actor output, and the agent explicitly retrieved dataset items before reporting results.", "timestamp": "2026-10-15T11:32:01.845Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries:[\"protein coffee recipe\"], resultsPerPage:100, and searchSection:\"/video\" which are all valid and appropriate inputs per the schema.", "timestamp": "2026-10-15T11:32:01.797Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running clockworks/tiktok-scraper and retrieving results.", "timestamp": "2026-10-15T11:32:01.732Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:09:48.083Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-15T11:09:48.045Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 10 numbers found in Actor output", "timestamp": "2026-10-15T11:09:47.984Z", "metadata": {} }, "check.plays": { "value": 1, "stringValue": null, "comment": "PASS (warn): 100 items ok", "timestamp": "2026-10-15T11:09:47.948Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:09:47.910Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-scraper", "timestamp": "2026-10-15T11:09:47.857Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-15T11:09:47.820Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 10 videos with play counts sorted by most plays, all grounded in retrieved data (confirmed by the grounded check), fulfilling the task completely." }, { "scenarioId": "youtube-scraper-usage-espresso-engagement", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:08:17.242Z", "day": "2026-10-15", "traceId": "393c91acff20e651e4a11045c2be29b2", "observationId": "01ec9159eea59396", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/393c91acff20e651e4a11045c2be29b2?observation=01ec9159eea59396", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "use", "title": "youtube / use / espresso-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents all 5 videos with views, likes, and comment counts in a clear table, fully grounded in retrieved data.", "timestamp": "2026-10-15T11:32:05.114Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents all 5 videos with views, likes, and comment counts in a clear table, fully grounded in retrieved data.", "timestamp": "2026-10-15T11:32:05.072Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-15T11:32:05.030Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:32:04.998Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, used correct inputs, retrieved and reported real data for all 5 videos with the requested engagement metrics.", "timestamp": "2026-10-15T11:32:04.961Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-15T11:32:04.925Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents all 5 videos with views, likes, and comment counts in a clear table, fully grounded in retrieved data.", "timestamp": "2026-10-15T11:32:04.878Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve items — no redundant calls or backtracking.", "timestamp": "2026-10-15T11:32:04.842Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 11 numbers in the final answer were found in the Actor output, and the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-10-15T11:32:04.803Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries=[\"home espresso machine review\"] and maxResults=5 to the actor, which are correct and well-formed inputs matching the schema.", "timestamp": "2026-10-15T11:32:04.761Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-15T11:32:04.721Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:09:01.740Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-15T11:09:01.700Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 11 numbers found in Actor output", "timestamp": "2026-10-15T11:09:01.656Z", "metadata": {} }, "check.engagementFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-15T11:09:01.615Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-15T11:09:01.535Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-15T11:09:01.490Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:09:01.406Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-scraper", "timestamp": "2026-10-15T11:09:01.349Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-15T11:09:01.012Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents all 5 videos with views, likes, and comment counts in a clear table, fully grounded in retrieved data." }, { "scenarioId": "tiktok-profile-scraper-usage-apifylife-latest-five", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:09:02.006Z", "day": "2026-10-15", "traceId": "0d6b116440cc45b3fca54562e8902aa9", "observationId": "2b1b2c64945dc57b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0d6b116440cc45b3fca54562e8902aa9?observation=2b1b2c64945dc57b", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "use", "title": "tiktok-profile / use / apifylife-latest-five", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer correctly reports 193 followers and lists all 5 most recent videos with their play counts and descriptions, fully grounded in the retrieved data.", "timestamp": "2026-10-15T11:31:51.732Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer correctly reports 193 followers and lists all 5 most recent videos with their play counts and descriptions, fully grounded in the retrieved data.", "timestamp": "2026-10-15T11:31:51.690Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-15T11:31:51.653Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:31:51.615Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right tools, used correct inputs, utilized the retrieved data accurately, and delivered a complete answer with follower count and 5 videos with play counts.", "timestamp": "2026-10-15T11:31:51.581Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-15T11:31:51.544Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer correctly reports 193 followers and lists all 5 most recent videos with their play counts and descriptions, fully grounded in the retrieved data.", "timestamp": "2026-10-15T11:31:51.506Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run the actor, retrieve dataset items — no redundant calls.", "timestamp": "2026-10-15T11:31:51.472Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 9 numbers in the final answer (193 followers, 742/15400/582/809/475 play counts) were found in the Actor output, confirming the agent used retrieved data.", "timestamp": "2026-10-15T11:31:51.429Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called clockworks/tiktok-profile-scraper with profiles=['apifylife'], profileSorting='latest', and resultsPerPage=5, which are all correct and well-formed inputs matching the schema.", "timestamp": "2026-10-15T11:31:51.386Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with clockworks/tiktok-profile-scraper, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-15T11:31:51.300Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:09:53.735Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-15T11:09:53.693Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 9 numbers found in Actor output", "timestamp": "2026-10-15T11:09:53.653Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-15T11:09:53.604Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-15T11:09:53.563Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsPerPage", "timestamp": "2026-10-15T11:09:53.523Z", "metadata": {} }, "check.profileInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): profiles[0]", "timestamp": "2026-10-15T11:09:53.481Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:09:53.431Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-15T11:09:53.381Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer correctly reports 193 followers and lists all 5 most recent videos with their play counts and descriptions, fully grounded in the retrieved data." }, { "scenarioId": "tiktok-profile-scraper-discovery-apifylife-followers", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:09:04.790Z", "day": "2026-10-15", "traceId": "97c3107431f609fe7ef845b115a3b8b5", "observationId": "f496d173597b9fe9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/97c3107431f609fe7ef845b115a3b8b5?observation=f496d173597b9fe9", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "find", "title": "tiktok-profile / find / apifylife-followers", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides the follower count (193) and all 5 most recent videos with captions, URLs, and engagement metrics, ending with the required 'Actor: clockworks/tiktok-profile-scraper' line.", "timestamp": "2026-10-15T11:31:50.612Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides the follower count (193) and all 5 most recent videos with captions, URLs, and engagement metrics, ending with the required 'Actor: clockworks/tiktok-profile-scraper' line.", "timestamp": "2026-10-15T11:31:50.567Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-profile-scraper", "timestamp": "2026-10-15T11:31:50.521Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T11:31:50.471Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:31:50.434Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the correct actor, used proper inputs, utilized retrieved data accurately, followed an efficient plan, and delivered a complete answer fulfilling the task requirements.", "timestamp": "2026-10-15T11:31:50.388Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T11:31:50.341Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides the follower count (193) and all 5 most recent videos with captions, URLs, and engagement metrics, ending with the required 'Actor: clockworks/tiktok-profile-scraper' line.", "timestamp": "2026-10-15T11:31:50.280Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search-actors, fetch-actor-details, call-actor, get-dataset-items) in a logical sequence with no redundant steps.", "timestamp": "2026-10-15T11:31:50.233Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the dataset items returned (follower count of 193, video texts, URLs, view/like/comment counts) to construct the final answer without fabricating any data.", "timestamp": "2026-10-15T11:31:50.191Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed profiles=['apifylife'], resultsPerPage=5, and profileSorting='latest' — all well-formed inputs matching the schema requirements for retrieving the 5 most recent videos.", "timestamp": "2026-10-15T11:31:50.148Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified clockworks/tiktok-profile-scraper as the right tool for a single TikTok profile lookup, confirmed by the rightActor PASS deterministic check.", "timestamp": "2026-10-15T11:31:50.099Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:10:28.423Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-15T11:10:28.309Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{2,}/", "timestamp": "2026-10-15T11:10:28.261Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:10:28.223Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-profile-scraper\"", "timestamp": "2026-10-15T11:10:28.143Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-15T11:10:28.045Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides the follower count (193) and all 5 most recent videos with captions, URLs, and engagement metrics, ending with the required 'Actor: clockworks/tiktok-profile-scraper' line." }, { "scenarioId": "tiktok-comments-scraper-usage-top-level-only", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:09:34.191Z", "day": "2026-10-15", "traceId": "e0a98c26b70e716902dda4aa5002bfcb", "observationId": "108b5906e35a007e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e0a98c26b70e716902dda4aa5002bfcb?observation=108b5906e35a007e", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "use", "title": "tiktok-comments / use / top-level-only", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly identified and reported the top 5 most-liked comments with accurate like counts and comment text from the retrieved dataset, fulfilling the task requirements.", "timestamp": "2026-10-15T11:31:51.388Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly identified and reported the top 5 most-liked comments with accurate like counts and comment text from the retrieved dataset, fulfilling the task requirements.", "timestamp": "2026-10-15T11:31:51.349Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-15T11:31:51.297Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:31:51.257Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent successfully scraped 20 top-level comments and correctly reported the 5 with the most likes using actual retrieved data.", "timestamp": "2026-10-15T11:31:51.214Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-15T11:31:51.169Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and reported the top 5 most-liked comments with accurate like counts and comment text from the retrieved dataset, fulfilling the task requirements.", "timestamp": "2026-10-15T11:31:51.099Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, get results — no redundant calls or retries.", "timestamp": "2026-10-15T11:31:51.061Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 items from the dataset and correctly sorted them by diggCount to identify the top 5; the grounded check FAIL indicates 3 numbers (70,000,000, 37,000, 20,000) in the final answer were not in Actor output, but these appear in the agent's summary text ('nearly 369K', '37K down to ~20K') as rounded approximations, while the actual table values (368,968; 37,563; 20,426) match the dataset exactly.", "timestamp": "2026-10-15T11:31:51.017Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used topLevelCommentsPerPost=20 and maxRepliesPerComment=0, which correctly limits to top-level comments without replies; however, the deterministic check flags that commentsPerPost was missing (cap FAIL), though topLevelCommentsPerPost served the same purpose and produced 20 items successfully.", "timestamp": "2026-10-15T11:31:50.975Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with clockworks/tiktok-comments-scraper, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-15T11:31:50.933Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:10:30.848Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-15T11:10:30.780Z", "metadata": {} }, "check.grounded": { "value": 0.833, "stringValue": null, "comment": "FAIL (warn): 3 of 18 numbers not in Actor output: 70,000,000, 37,000, 20,000", "timestamp": "2026-10-15T11:10:30.739Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-15T11:10:30.699Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-15T11:10:30.662Z", "metadata": {} }, "check.noReplies": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxRepliesPerComment", "timestamp": "2026-10-15T11:10:30.619Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): clockworks/tiktok-comments-scraper: commentsPerPost is missing (expected at most 20)", "timestamp": "2026-10-15T11:10:30.579Z", "metadata": {} }, "check.videoUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): postURLs[0]", "timestamp": "2026-10-15T11:10:30.538Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:10:30.500Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-15T11:10:30.457Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "PASS: The agent correctly identified and reported the top 5 most-liked comments with accurate like counts and comment text from the retrieved dataset, fulfilling the task requirements." }, { "scenarioId": "tiktok-comments-scraper-discovery-video-top-comments", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:09:45.946Z", "day": "2026-10-15", "traceId": "dd4e967badd916baaab9cfb47c4fecf6", "observationId": "cd3ea3252df9253c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/dd4e967badd916baaab9cfb47c4fecf6?observation=cd3ea3252df9253c", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "find", "title": "tiktok-comments / find / video-top-comments", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-15T11:31:46.353Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-15T11:31:46.247Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-comments-scraper", "timestamp": "2026-10-15T11:31:46.215Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T11:31:46.166Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-15T11:31:46.102Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The get-dataset-items result preview shows the highest diggCount visible is 178,498 for 'Name 10 reggae songs', yet the agent reported comments with 368,968, 210,478, 199,669 likes that do not appear anywhere in the retrieved data, indicating the model hallucinated the top results instead of faithfully reporting what was returned.", "timestamp": "2026-10-15T11:31:46.067Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T11:31:46.031Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer lists 5 comments with like counts, but the top comments shown (e.g., 368,968 likes for '70.M on Bella Poarch') do not appear in the retrieved dataset preview, and the highest visible diggCount in the preview is 178,498 for 'Name 10 reggae songs' — the agent appears to have fabricated the top 3 entries, making the answer unreliable.", "timestamp": "2026-10-15T11:31:45.963Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used a logical 4-step sequence: search, fetch details, call actor, get dataset items — no unnecessary repetition.", "timestamp": "2026-10-15T11:31:45.901Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved 200 dataset items and sorted by diggCount, but the final answer lists comments (e.g., '70.M on Bella Poarch' with 368,968 likes) that do not appear in the tool result preview, suggesting the agent invented or hallucinated the top comments rather than using the actual retrieved data.", "timestamp": "2026-10-15T11:31:45.852Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct video URL in postURLs, set commentsPerPost to 200, and maxRepliesPerComment to 0, which are all sensible inputs for this task.", "timestamp": "2026-10-15T11:31:45.813Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used clockworks/tiktok-comments-scraper, which is the intended actor for extracting TikTok comments.", "timestamp": "2026-10-15T11:31:45.766Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:11:15.629Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-15T11:11:15.588Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-15T11:11:15.543Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:11:15.509Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-comments-scraper\"", "timestamp": "2026-10-15T11:11:15.424Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-15T11:11:15.326Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "indeed-scraper-usage-swe-skills", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:09:48.121Z", "day": "2026-10-15", "traceId": "a6e0e26d7140ae028ea938b2c6346c73", "observationId": "4699bc0fd6ac50a6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a6e0e26d7140ae028ea938b2c6346c73?observation=4699bc0fd6ac50a6", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "use", "title": "indeed / use / swe-skills", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 20 software engineer job postings, read their descriptions, and reported the top 5 skills (C#, SQL, Python, Git/GitHub, Agile) with mention counts and company attributions grounded in the retrieved data; the answer matches the regex check for expected skills like Python and SQL.", "timestamp": "2026-10-15T11:31:42.808Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 20 software engineer job postings, read their descriptions, and reported the top 5 skills (C#, SQL, Python, Git/GitHub, Agile) with mention counts and company attributions grounded in the retrieved data; the answer matches the regex check for expected skills like Python and SQL.", "timestamp": "2026-10-15T11:31:42.759Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-15T11:31:42.716Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:31:42.670Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The cap FAIL is a harness naming issue (the actor uses maxItemsPerSearch, not maxItems), and the agent correctly used the schema-defined field. The task was completed successfully with grounded skill aggregation.", "timestamp": "2026-10-15T11:31:42.609Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-15T11:31:42.569Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 software engineer job postings, read their descriptions, and reported the top 5 skills (C#, SQL, Python, Git/GitHub, Agile) with mention counts and company attributions grounded in the retrieved data; the answer matches the regex check for expected skills like Python and SQL.", "timestamp": "2026-10-15T11:31:42.536Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: fetch actor details → run actor → get dataset items → read full output file, with no redundant calls or backtracking.", "timestamp": "2026-10-15T11:31:42.484Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the full dataset file containing all 20 job descriptions and cited specific company names (Vermeer, SAIC, BurnBot, Lockheed Martin, etc.) that appear in the retrieved data, grounding the skill tallies in actual descriptions.", "timestamp": "2026-10-15T11:31:42.433Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed position='software engineer', maxItemsPerSearch=20, country='US', and parseCompanyDetails=true; however the deterministic check flags that 'maxItems is missing' — the correct field is maxItemsPerSearch which was provided, but the harness expected a field named 'maxItems' that doesn't exist in this actor's schema, so the agent used the correct schema field. The cap check FAIL is noted but the agent used the schema-correct parameter.", "timestamp": "2026-10-15T11:31:42.398Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, and Read — all appropriate tools for discovering the actor schema, running it, and retrieving the results.", "timestamp": "2026-10-15T11:31:42.366Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:11:03.821Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-15T11:11:03.778Z", "metadata": {} }, "check.descriptions": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-15T11:11:03.737Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-15T11:11:03.696Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): misceres/indeed-scraper: maxItems is missing (expected at most 20)", "timestamp": "2026-10-15T11:11:03.658Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:11:03.583Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used misceres/indeed-scraper", "timestamp": "2026-10-15T11:11:03.543Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-10-15T11:11:03.454Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "PASS: The agent retrieved 20 software engineer job postings, read their descriptions, and reported the top 5 skills (C#, SQL, Python, Git/GitHub, Agile) with mention counts and company attributions grounded in the retrieved data; the answer matches the regex check for expected skills like Python and SQL." }, { "scenarioId": "indeed-scraper-discovery-denver-marketing", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:09:53.771Z", "day": "2026-10-15", "traceId": "b858318d4823f71d165913cc403d723c", "observationId": "001797747e85695d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b858318d4823f71d165913cc403d723c?observation=001797747e85695d", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "find", "title": "indeed / find / denver-marketing", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used memo23/apify-indeed-cheerio; expected misceres/indeed-scraper", "timestamp": "2026-10-15T11:31:40.879Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used memo23/apify-indeed-cheerio; expected misceres/indeed-scraper", "timestamp": "2026-10-15T11:31:40.713Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "memo23/apify-indeed-cheerio", "comment": "Actors the agent ran: memo23/apify-indeed-cheerio", "timestamp": "2026-10-15T11:31:40.644Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T11:31:40.609Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:31:40.576Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used memo23/apify-indeed-cheerio; expected misceres/indeed-scraper", "timestamp": "2026-10-15T11:31:40.509Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-15T11:31:40.410Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered a table of 10 job postings with salary data and company ratings where available, fulfilling the benchmarking request, though it used the wrong actor (memo23/apify-indeed-cheerio instead of misceres/indeed-scraper) and row 10 is a fabricated placeholder ('Various/Varies Widely') rather than a real scraped posting.", "timestamp": "2026-10-15T11:31:40.372Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one search, fetched actor details, called the actor, polled until completion (necessary given runtime), then fetched dataset items — a reasonably direct path with no pointless repetition.", "timestamp": "2026-10-15T11:31:40.327Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the run and directly used the returned fields (positionName, company, salaryMin, salaryMax, companyHeaderRating, reviewsCount, location) to populate the benchmark table — no data was invented.", "timestamp": "2026-10-15T11:31:40.287Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called memo23/apify-indeed-cheerio with position='marketing coordinator', location='Denver, CO', country='United States', and includeCompanyDetails=true, which are all sensible and well-formed inputs for the task.", "timestamp": "2026-10-15T11:31:40.237Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Indeed scrapers and selected memo23/apify-indeed-cheerio, which is a valid Indeed scraper with salary and company rating capabilities, but the intended/expected actor was misceres/indeed-scraper — the rightActor check is FAIL.", "timestamp": "2026-10-15T11:31:40.200Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:14:31.743Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T11:14:31.705Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:14:31.650Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"misceres/indeed-scraper\"", "timestamp": "2026-10-15T11:14:31.572Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/apify-indeed-cheerio; expected misceres/indeed-scraper", "timestamp": "2026-10-15T11:14:31.482Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "memo23/apify-indeed-cheerio", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used memo23/apify-indeed-cheerio; expected misceres/indeed-scraper" }, { "scenarioId": "amazon-reviews-scraper-usage-helpful-thirty", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:10:05.914Z", "day": "2026-10-15", "traceId": "fa378074afd9cc8590c8878acc98f5e7", "observationId": "d76b494f17254284", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/fa378074afd9cc8590c8878acc98f5e7?observation=d76b494f17254284", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "use", "title": "amazon-reviews / use / helpful-thirty", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-15T11:31:39.790Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-15T11:31:39.685Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T11:31:39.646Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:31:39.603Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED; check productUrl: junglee/amazon-reviews-scraper: productUrls[0].url is missing (expected to match /B0CWXNS552/)", "timestamp": "2026-10-15T11:31:39.558Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T11:31:39.500Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent retrieved 10 reviews (not 30 as requested due to free tier limits) and produced a grounded summary of 3 praises and 3 complaints citing specific review content, though the 30-review target was not met and the first run failed due to wrong input format.", "timestamp": "2026-10-15T11:31:39.464Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one fetch-actor-details call, then two call-actor calls (one failed due to wrong input format, one corrected), then one get-dataset-items call — a total of 4 calls with only one wasted due to the input format error.", "timestamp": "2026-10-15T11:31:39.427Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'must be object' validation error, the agent immediately recognized the issue and corrected the productUrls format from a string array to an array of URL objects, resulting in a successful second run.", "timestamp": "2026-10-15T11:31:39.379Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the 10 dataset items and directly quoted review titles and descriptions (e.g., 'precision finding feature is unbelievably accurate', speaker loudness complaint) from the actual returned data to build the summary.", "timestamp": "2026-10-15T11:31:39.277Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call used productUrls as a plain string array instead of an array of objects with 'url' keys, causing CALL-FAILED; the second corrected call used the proper object format {url: '...'} and succeeded, but the productUrl deterministic check is FAIL because the first failed run had the wrong format.", "timestamp": "2026-10-15T11:31:39.235Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-reviews-scraper, which is the exact actor named in the prompt, and also used fetch-actor-details and get-dataset-items appropriately.", "timestamp": "2026-10-15T11:31:39.149Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:11:22.873Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, productUrl", "timestamp": "2026-10-15T11:11:22.831Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-15T11:11:22.794Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-15T11:11:22.763Z", "metadata": {} }, "check.sortHelpful": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): sort", "timestamp": "2026-10-15T11:11:22.726Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxReviews", "timestamp": "2026-10-15T11:11:22.691Z", "metadata": {} }, "check.productUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper: productUrls[0].url is missing (expected to match /B0CWXNS552/)", "timestamp": "2026-10-15T11:11:22.619Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-15T11:11:22.575Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-15T11:11:22.489Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "productUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED" }, { "scenarioId": "amazon-reviews-scraper-discovery-product-complaints", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:10:28.465Z", "day": "2026-10-15", "traceId": "508078a2288d302e2529fcbac22cc99f", "observationId": "6eeba13e6f62f0fa", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/508078a2288d302e2529fcbac22cc99f?observation=6eeba13e6f62f0fa", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "find", "title": "amazon-reviews / find / product-complaints", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-15T11:31:33.026Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-15T11:31:32.926Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: junglee/amazon-reviews-scraper", "timestamp": "2026-10-15T11:31:32.885Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T11:31:32.846Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-15T11:31:32.805Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The actor succeeded and returned 10 items with a clear status message '✅ Here are your 10 Amazon reviews. To upgrade to get more...' but the agent did not explicitly inform the user that only 10 of the requested 30 reviews were retrieved due to the free tier limit, presenting the analysis as if it were based on 30 reviews.", "timestamp": "2026-10-15T11:31:32.768Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-15T11:31:32.730Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task asked for 30 most helpful reviews but the free tier only returned 10; the agent summarized complaints and praises from those 10 reviews without explicitly noting the shortfall of 20 reviews, though the status message indicated the 10-review cap.", "timestamp": "2026-10-15T11:31:32.675Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: search, fetch-details, one failed call, one successful call, and get-dataset-items — a reasonable path with only one extra call due to input format correction.", "timestamp": "2026-10-15T11:31:32.619Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'must be object' validation error, the agent immediately corrected the productUrls format from a string array to an object array and successfully ran the actor.", "timestamp": "2026-10-15T11:31:32.576Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly quoted review titles and descriptions (e.g., 'Saved my purse/passport/wallet/ME!!', quiet speaker complaint) in its summary, grounding the analysis in actual scraped data.", "timestamp": "2026-10-15T11:31:32.538Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed because productUrls was passed as an array of strings instead of objects; the agent corrected this on the second call using [{\"url\": \"https://www.amazon.com/dp/B0CWXNS552\"}] with maxReviews:30 and sort:\"helpful\".", "timestamp": "2026-10-15T11:31:32.502Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-reviews-scraper, the intended actor for extracting Amazon product reviews.", "timestamp": "2026-10-15T11:31:32.462Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:11:44.249Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-15T11:11:44.212Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-15T11:11:44.172Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-reviews-scraper\"", "timestamp": "2026-10-15T11:11:44.134Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-15T11:11:44.089Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "amazon-crawler-usage-earbuds-search-url", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:10:30.889Z", "day": "2026-10-15", "traceId": "262d32cd1cc23c8a1980a046cac48d9f", "observationId": "3f2809257faf4cde", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/262d32cd1cc23c8a1980a046cac48d9f?observation=3f2809257faf4cde", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "use", "title": "amazon / use / earbuds-search-url", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-15T11:31:30.176Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-15T11:31:30.066Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T11:31:29.989Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-15T11:31:29.948Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED; check searchUrl: junglee/amazon-crawler: categoryOrProductUrls[0].url is missing (expected to match /amazon\\.com/s\\?k=wireless\\+earbuds/)", "timestamp": "2026-10-15T11:31:29.906Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T11:31:29.870Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a table of 10 products with prices and ratings from real scraped data, though one item (JBL Vibe Beam 2) is missing a price, maxItemsPerStartUrl was 20 instead of ≤10, and 18 items were returned instead of ≤10; the task asked for top 10 and the answer does present 10 products.", "timestamp": "2026-10-15T11:31:29.829Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: one to fetch actor details, one failed call, one successful call, and one to get dataset items — a reasonable path with only one retry needed.", "timestamp": "2026-10-15T11:31:29.793Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed due to input validation (array of strings instead of array of objects), the agent correctly identified the issue and reformatted the input as [{\"url\": \"...\"}] in the second call, which succeeded.", "timestamp": "2026-10-15T11:31:29.756Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the successful run and directly used the title, price.value, price.currency, stars, and reviewsCount fields in the final answer table.", "timestamp": "2026-10-15T11:31:29.717Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call failed because categoryOrProductUrls was passed as an array of strings instead of objects with url properties; the second call correctly used [{\"url\": \"https://www.amazon.com/s?k=wireless+earbuds\"}]. However, maxItemsPerStartUrl was set to 20 instead of the expected ≤10, and the searchUrl deterministic check FAILED because the first run (CALL-FAILED) did not have the correct URL format.", "timestamp": "2026-10-15T11:31:29.678Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected junglee/amazon-crawler and used fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-15T11:31:29.639Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:11:40.999Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, searchUrl", "timestamp": "2026-10-15T11:11:40.962Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-15T11:11:40.926Z", "metadata": {} }, "check.field": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 1 of 18 items fail price exists undefined", "timestamp": "2026-10-15T11:11:40.892Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 18 items, expected at most 10", "timestamp": "2026-10-15T11:11:40.853Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): junglee/amazon-crawler: maxItemsPerStartUrl = 20 (expected at most 10); junglee/amazon-crawler: maxItemsPerStartUrl = 20 (expected at most 10)", "timestamp": "2026-10-15T11:11:40.815Z", "metadata": {} }, "check.searchUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler: categoryOrProductUrls[0].url is missing (expected to match /amazon\\.com/s\\?k=wireless\\+earbuds/)", "timestamp": "2026-10-15T11:11:40.782Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-15T11:11:40.702Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-crawler", "timestamp": "2026-10-15T11:11:40.610Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "field", "items", "cap", "searchUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED" }, { "scenarioId": "amazon-crawler-discovery-wireless-earbuds", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:11:03.862Z", "day": "2026-10-15", "traceId": "d0bb69ce0ae91aea200dc7f45e4496e9", "observationId": "98e24797af18aa5a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d0bb69ce0ae91aea200dc7f45e4496e9?observation=98e24797af18aa5a", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "find", "title": "amazon / find / wireless-earbuds", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check namedActor: answer does not contain \"junglee/amazon-crawler\"", "timestamp": "2026-10-15T11:31:28.474Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check namedActor: answer does not contain \"junglee/amazon-crawler\"", "timestamp": "2026-10-15T11:31:28.375Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: powerai/amazon-product-search-scraper, junglee/Amazon-crawler", "timestamp": "2026-10-15T11:31:28.337Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T11:31:28.294Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:31:28.250Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check namedActor: answer does not contain \"junglee/amazon-crawler\"", "timestamp": "2026-10-15T11:31:28.198Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-15T11:31:28.160Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer lists 10 products with prices and ratings from real scraped data, but the agent incorrectly attributed the work to 'powerai/amazon-product-search-scraper' in the final line when the actual data came from junglee/Amazon-crawler, and the namedActor check is marked FAIL.", "timestamp": "2026-10-15T11:31:28.121Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 Actor runs (2 failed, 2 succeeded) against an expected maximum of 3, caused by the initial wrong maxResults value and the wrong URL format for junglee/Amazon-crawler, adding unnecessary calls.", "timestamp": "2026-10-15T11:31:28.071Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When powerai returned 0 items, the agent switched to junglee/Amazon-crawler; when the first junglee call failed due to wrong input format, the agent corrected the URL structure and successfully ran it on the second attempt.", "timestamp": "2026-10-15T11:31:28.018Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from junglee/Amazon-crawler (datasetId 9mhoifPMHzI60pQzS) and directly used the returned titles, prices, and star ratings in the final answer table.", "timestamp": "2026-10-15T11:31:27.949Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call to powerai/amazon-product-search-scraper failed because maxResults was set to 10 (below the minimum of 20), and the first call to junglee/Amazon-crawler failed because the URL was passed as a plain string instead of an object with a 'url' property; both were corrected on retry.", "timestamp": "2026-10-15T11:31:27.909Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified junglee/Amazon-crawler as the appropriate tool and ultimately used it successfully to retrieve 10 wireless earbud products with prices and ratings.", "timestamp": "2026-10-15T11:31:27.859Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:13:35.795Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor", "timestamp": "2026-10-15T11:13:35.756Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-15T11:13:35.716Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-10-15T11:13:35.677Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"junglee/amazon-crawler\"", "timestamp": "2026-10-15T11:13:35.587Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/Amazon-crawler", "timestamp": "2026-10-15T11:13:35.496Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk", "namedActor" ], "judgeComment": "FAIL: check namedActor: answer does not contain \"junglee/amazon-crawler\"" }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:11:15.660Z", "day": "2026-10-15", "traceId": "48ddc4280d638c5b947671a39618ba1e", "observationId": "34d93310687153b4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/48ddc4280d638c5b947671a39618ba1e?observation=34d93310687153b4", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-15T11:31:26.957Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-15T11:31:26.863Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T11:31:26.811Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:31:26.718Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-15T11:31:26.612Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "12 tool calls valid", "timestamp": "2026-10-15T11:31:26.512Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The crawl returned 13 items (exceeding the 10-page cap), included pages outside the /platform section (e.g., /actors/running/monitoring, /academy/scraping-basics-javascript), lacked proper URL filtering (sectionFilter FAIL), and the agent ran out of turns without providing a final summary report confirming page count and HTML saving.", "timestamp": "2026-10-15T11:31:26.411Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 3 actor runs (one failed, one got only 1 page, one got 13 pages), which is more than the expected maximum of 2 runs per the ranOk FAIL check, and the second run was unnecessary since the third run with sitemaps was needed anyway.", "timestamp": "2026-10-15T11:31:26.362Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first call-actor failed with input validation error (saveHtmlAsFile was not a valid field initially), and the agent correctly adjusted the input schema by reformatting includeUrlGlobs as objects with 'glob' property, successfully launching a second run.", "timestamp": "2026-10-15T11:31:26.325Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and key-value store records and used the actual data returned to report on crawled pages and HTML storage.", "timestamp": "2026-10-15T11:31:26.273Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent failed to include includeUrlGlobs in the second (successful) run to restrict crawling to the platform section, and saveHtml was never set to true (only saveHtmlAsFile was used, which is a different parameter). The sectionFilter check FAILED and saveHtml check FAILED per deterministic checks.", "timestamp": "2026-10-15T11:31:26.232Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected apify/website-content-crawler for the task, which is the named actor in the prompt.", "timestamp": "2026-10-15T11:31:26.181Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:16:00.836Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-15T11:16:00.795Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 14 items, expected at most 10", "timestamp": "2026-10-15T11:16:00.744Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true)", "timestamp": "2026-10-15T11:16:00.710Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs is missing (expected to be set)", "timestamp": "2026-10-15T11:16:00.654Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 3 run(s): maxCrawlPages", "timestamp": "2026-10-15T11:16:00.617Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): startUrls[0].url", "timestamp": "2026-10-15T11:16:00.576Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-15T11:16:00.491Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-15T11:16:00.386Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter", "ranOk" ], "judgeComment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:11:22.910Z", "day": "2026-10-15", "traceId": "39466348530679e050718e74db55d1b0", "observationId": "075def099a2e7269", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/39466348530679e050718e74db55d1b0?observation=075def099a2e7269", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used maximedupre/webpage-text-extractor, automation_studio/doc-to-rag-markdown-converter; expected apify/website-content-crawler", "timestamp": "2026-10-15T11:31:20.956Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used maximedupre/webpage-text-extractor, automation_studio/doc-to-rag-markdown-converter; expected apify/website-content-crawler", "timestamp": "2026-10-15T11:31:20.859Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "maximedupre/webpage-text-extractor", "comment": "Actors the agent ran: maximedupre/webpage-text-extractor, automation_studio/doc-to-rag-markdown-converter", "timestamp": "2026-10-15T11:31:20.816Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T11:31:20.752Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:31:20.710Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used maximedupre/webpage-text-extractor, automation_studio/doc-to-rag-markdown-converter; expected apify/website-content-crawler", "timestamp": "2026-10-15T11:31:20.671Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-15T11:31:20.629Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 20 pages and five titles from real retrieved data, and the final actor used (automation_studio/doc-to-rag-markdown-converter) did produce LLM-ready Markdown content, but the wrong actor was used (not apify/website-content-crawler), the start URL input was flagged as missing by deterministic checks, and the page cap was not properly set via the expected field name.", "timestamp": "2026-10-15T11:31:20.587Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made an unnecessary first run with maximedupre/webpage-text-extractor (which only fetches single pages, not crawls) before pivoting to a crawler, adding an extra search and actor run that was not needed.", "timestamp": "2026-10-15T11:31:20.539Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call to automation_studio/doc-to-rag-markdown-converter failed with input validation error 'must be string', the agent correctly identified the issue and retried with start_urls as an array of plain strings, which succeeded.", "timestamp": "2026-10-15T11:31:20.494Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent called get-dataset-items and used the returned titles (Apify Academy, Actorization.Md, Advanced Web Scraping.Md, Crawling Sitemaps.Md, Anti Scraping.Md) directly in its final answer, grounded in real retrieved data.", "timestamp": "2026-10-15T11:31:20.414Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call to automation_studio/doc-to-rag-markdown-converter failed with 'must be string' because start_urls was passed as array of objects instead of array of strings; the agent corrected this on the second attempt and passed start_urls as plain strings, but the URL input field was still missing the expected format per the deterministic check (startUrls[0].url missing).", "timestamp": "2026-10-15T11:31:20.377Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for LLM-ready crawlers and selected actors (maximedupre/webpage-text-extractor and automation_studio/doc-to-rag-markdown-converter) that are oriented toward LLM/RAG content extraction, but missed the canonical apify/website-content-crawler which was the intended correct choice.", "timestamp": "2026-10-15T11:31:20.335Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:13:44.726Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, startUrl", "timestamp": "2026-10-15T11:13:44.691Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): maximedupre/webpage-text-extractor: maxCrawlPages is missing (expected at most 20); automation_studio/doc-to-rag-markdown-converter: maxCrawlPages is missing (expected at most 20); automation_studio/doc-to-rag-markdown-converter: maxCrawlPages is missing (expected at most 20)", "timestamp": "2026-10-15T11:13:44.655Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: automation_studio/doc-to-rag-markdown-converter: startUrls[0].url is missing (expected to match /docs\\.apify\\.com/academy/); automation_studio/doc-to-rag-markdown-converter: startUrls[0].url is missing (expected to match /docs\\.apify\\.com/academy/)", "timestamp": "2026-10-15T11:13:44.622Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation_studio/doc-to-rag-markdown-converter run : CALL-FAILED", "timestamp": "2026-10-15T11:13:44.522Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-15T11:13:44.485Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used maximedupre/webpage-text-extractor, automation_studio/doc-to-rag-markdown-converter; expected apify/website-content-crawler", "timestamp": "2026-10-15T11:13:44.404Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "maximedupre/webpage-text-extractor", "infraOk": true, "failedChecks": [ "pageCap", "startUrl", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used maximedupre/webpage-text-extractor, automation_studio/doc-to-rag-markdown-converter; expected apify/website-content-crawler" }, { "scenarioId": "web-scraper-usage-coinmarketcap-top-ten", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:11:41.035Z", "day": "2026-10-15", "traceId": "7045946d4b72fae6fcb9b18fa6051823", "observationId": "0ec818fb4843e26c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7045946d4b72fae6fcb9b18fa6051823?observation=0ec818fb4843e26c", "subject": "apify/web-scraper", "owner": "universe", "skill": "use", "title": "web / use / coinmarketcap-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run dqF9I6ejwzOYb9k79 (apify/web-scraper) FAILED", "timestamp": "2026-10-15T11:31:16.505Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:31:16.403Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The pageFunction was provided as an array string (e.g., '[async (crawlingContext) => {...}]') rather than a plain function string, and maxPagesPerCrawl was never set; these input schema errors caused exit code 91 failures on all 5 runs (dqF9I6ejwzOYb9k79, AD8C3iLinbsSxhNWO, uvB9v7QR9MJKBkGV3, rR2jBYTzMYWuAG9Bj, eriaU3WRkIQUo0HJs).", "timestamp": "2026-10-15T11:31:16.361Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "12 tool calls valid", "timestamp": "2026-10-15T11:31:16.321Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never successfully scraped any cryptocurrency names or prices from CoinMarketCap; the final answer contains no actual data and ends with a question rather than fulfilling the task.", "timestamp": "2026-10-15T11:31:16.283Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 5 failed Actor runs (expected at most 2 per facts), spawned a SubagentHandback to search for alternative actors (which was off-task), and never successfully diagnosed or fixed the pageFunction format issue causing exit code 91.", "timestamp": "2026-10-15T11:31:16.244Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The agent attempted multiple retries with different configurations after failures, investigated the error via get-actor-run, and eventually searched for alternative actors, but never resolved the root cause (exit code 91 on all runs).", "timestamp": "2026-10-15T11:31:16.203Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent failed to include a pageFunction in the first call (validation error), then corrected this in subsequent calls, but never set maxPagesPerCrawl; the pageFunction format used array syntax which may have caused exit code 91 failures across all 5 runs.", "timestamp": "2026-10-15T11:31:16.162Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected apify/web-scraper as required by the task prompt, and also appropriately used fetch-actor-details and get-actor-run to diagnose issues.", "timestamp": "2026-10-15T11:31:16.123Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run dqF9I6ejwzOYb9k79 (apify/web-scraper) FAILED; Actor run AD8C3iLinbsSxhNWO (apify/web-scraper) FAILED; Actor run uvB9v7QR9MJKBkGV3 (apify/web-scraper) FAILED; Actor run rR2jBYTzMYWuAG9Bj (apify/web-scraper) FAILED; Actor run eriaU3WRkIQUo0HJs (apify/web-scraper) FAILED", "timestamp": "2026-10-15T11:14:47.516Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, pageFunction, shape", "timestamp": "2026-10-15T11:14:47.471Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\$\\s?\\d[\\d,]*\\.\\d{2}/", "timestamp": "2026-10-15T11:14:47.433Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 items, expected at least 1", "timestamp": "2026-10-15T11:14:47.389Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/web-scraper: maxPagesPerCrawl is missing (expected at most 3); apify/web-scraper: maxPagesPerCrawl is missing (expected at most 3); apify/web-scraper: maxPagesPerCrawl is missing (expected at most 3); apify/web-scraper: maxPagesPerCrawl is missing (expected at most 3); apify/web-scraper: maxPagesPerCrawl is missing (expected at most 3); apify/web-scraper: maxPagesPerCrawl is missing (expected at most 3)", "timestamp": "2026-10-15T11:14:47.322Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: apify/web-scraper: pageFunction is missing (expected to be set)", "timestamp": "2026-10-15T11:14:47.279Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 6 run(s): startUrls[0].url", "timestamp": "2026-10-15T11:14:47.225Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 6 Actor run(s), expected at most 2", "timestamp": "2026-10-15T11:14:47.149Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-10-15T11:14:47.042Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "shape", "items", "pageCap", "pageFunction", "ranOk" ], "judgeComment": null }, { "scenarioId": "web-scraper-discovery-waterstones-headless", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:11:44.299Z", "day": "2026-10-15", "traceId": "600206a483fd353d84ece2cebf275d70", "observationId": "4f2a753d7d2cde79", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/600206a483fd353d84ece2cebf275d70?observation=4f2a753d7d2cde79", "subject": "apify/web-scraper", "owner": "universe", "skill": "find", "title": "web / find / waterstones-headless", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used webdatatools/css-selector-extractor-js, neuro-scraper/e-commerce-product-scraper; expected apify/web-scraper", "timestamp": "2026-10-15T11:31:15.312Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used webdatatools/css-selector-extractor-js, neuro-scraper/e-commerce-product-scraper; expected apify/web-scraper", "timestamp": "2026-10-15T11:31:15.216Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "webdatatools/css-selector-extractor-js", "comment": "Actors the agent ran: webdatatools/css-selector-extractor-js, neuro-scraper/e-commerce-product-scraper", "timestamp": "2026-10-15T11:31:15.178Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T11:31:15.134Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:31:15.055Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used webdatatools/css-selector-extractor-js, neuro-scraper/e-commerce-product-scraper; expected apify/web-scraper", "timestamp": "2026-10-15T11:31:15.012Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 0, "stringValue": null, "comment": "call-actor: data/waitSecs must be <= 45", "timestamp": "2026-10-15T11:31:14.970Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never produced 10 real product names and prices from the Waterstones category page, never used apify/web-scraper, never included the required 'Actor: ' line, and ran out of turns mid-attempt.", "timestamp": "2026-10-15T11:31:14.924Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 Actor runs (exceeding the 3-run limit), tried the same wrong Actor (css-selector-extractor-js) three times, and never searched for or attempted apify/web-scraper, making the path highly inefficient.", "timestamp": "2026-10-15T11:31:14.885Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the first CSS extractor run returned empty items due to selector mismatch, the agent retried with broader selectors; when the ecommerce scraper returned navigation links, the agent attempted another CSS extractor run, but the final call failed with a validation error (waitSecs > 45) and the agent ran out of turns without recovering.", "timestamp": "2026-10-15T11:31:14.845Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent did inspect dataset results from each run and correctly identified that the CSS extractor returned empty items and the ecommerce scraper returned navigation links rather than products, showing it used the retrieved data to diagnose failures.", "timestamp": "2026-10-15T11:31:14.804Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The CSS selector extractor calls used plausible selectors but they failed to match Waterstones' DOM structure; the ecommerce scraper was called without scrapeMode=BROWSER despite the user explicitly requiring JavaScript execution, and maxPagesPerCrawl was never set on any run.", "timestamp": "2026-10-15T11:31:14.763Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent never searched for or used apify/web-scraper (the intended Actor); instead it chose webdatatools/css-selector-extractor-js and neuro-scraper/e-commerce-product-scraper, neither of which is the correct tool for writing a custom page function with a real browser as required.", "timestamp": "2026-10-15T11:31:14.725Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:15:33.551Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-10-15T11:15:33.513Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): webdatatools/css-selector-extractor-js: maxPagesPerCrawl is missing (expected at most 5); webdatatools/css-selector-extractor-js: maxPagesPerCrawl is missing (expected at most 5); neuro-scraper/e-commerce-product-scraper: maxPagesPerCrawl is missing (expected at most 5); webdatatools/css-selector-extractor-js: maxPagesPerCrawl is missing (expected at most 5)", "timestamp": "2026-10-15T11:15:33.467Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: webdatatools/css-selector-extractor-js: pageFunction is missing (expected to be set); webdatatools/css-selector-extractor-js: pageFunction is missing (expected to be set); neuro-scraper/e-commerce-product-scraper: pageFunction is missing (expected to be set); webdatatools/css-selector-extractor-js: pageFunction is missing (expected to be set)", "timestamp": "2026-10-15T11:15:33.408Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-10-15T11:15:33.362Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/web-scraper\"", "timestamp": "2026-10-15T11:15:33.284Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used webdatatools/css-selector-extractor-js, neuro-scraper/e-commerce-product-scraper; expected apify/web-scraper", "timestamp": "2026-10-15T11:15:33.197Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "webdatatools/css-selector-extractor-js", "infraOk": true, "failedChecks": [ "schemaValidity", "pageCap", "pageFunction", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used webdatatools/css-selector-extractor-js, neuro-scraper/e-commerce-product-scraper; expected apify/web-scraper" }, { "scenarioId": "rag-web-browser-usage-sf-startups-markdown", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:13:35.829Z", "day": "2026-10-15", "traceId": "033cc8abf3f2d83943ddd9663a950f15", "observationId": "8c62890aec0badfa", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/033cc8abf3f2d83943ddd9663a950f15?observation=8c62890aec0badfa", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "use", "title": "rag-web-browser / use / sf-startups-markdown", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned 4 results (not 5 as requested) with URLs and two-line summaries in Markdown format, noting that 1 of 5 scraped pages failed; the task asked for top 5 but only 4 were delivered, though this was due to the Actor's scraping failure rather than agent error.", "timestamp": "2026-10-15T11:31:12.805Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned 4 results (not 5 as requested) with URLs and two-line summaries in Markdown format, noting that 1 of 5 scraped pages failed; the task asked for top 5 but only 4 were delivered, though this was due to the Actor's scraping failure rather than agent error.", "timestamp": "2026-10-15T11:31:12.756Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-15T11:31:12.713Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:31:12.667Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly selected the Actor, provided proper inputs, handled errors gracefully, utilized real retrieved data, and delivered a well-formatted Markdown answer with URLs and summaries drawn from actual search results.", "timestamp": "2026-10-15T11:31:12.624Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-15T11:31:12.582Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned 4 results (not 5 as requested) with URLs and two-line summaries in Markdown format, noting that 1 of 5 scraped pages failed; the task asked for top 5 but only 4 were delivered, though this was due to the Actor's scraping failure rather than agent error.", "timestamp": "2026-10-15T11:31:12.544Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made a reasonable number of tool calls: fetch-actor-details, call-actor, get-dataset-items, then several Bash calls to handle the large file — the extra Bash calls were necessary due to the file size issue, not redundant.", "timestamp": "2026-10-15T11:31:12.504Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When get-dataset-items returned a file too large for context, the agent correctly used Bash/jq to extract structured data; when the initial jq path failed (returning nulls), the agent probed the key structure and adjusted the query successfully.", "timestamp": "2026-10-15T11:31:12.463Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent extracted URLs, titles, and descriptions from the actual dataset items returned by the Actor (verified via jq queries showing real URLs like ycombinator.com, linkedin.com, failory.com, seedtable.com) and used them in the final answer rather than inventing data.", "timestamp": "2026-10-15T11:31:12.419Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/rag-web-browser with query='fastest growing startups in San Francisco 2026', maxResults=5, and outputFormats=['markdown'], which are all correct and well-formed inputs matching the schema.", "timestamp": "2026-10-15T11:31:12.375Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to understand the Actor schema, then call-actor with apify/rag-web-browser, and get-dataset-items to retrieve results — all appropriate tools for this task.", "timestamp": "2026-10-15T11:31:12.331Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:15:14.682Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-15T11:15:14.644Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-10-15T11:15:14.605Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-15T11:15:14.570Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-15T11:15:14.530Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): query", "timestamp": "2026-10-15T11:15:14.437Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:15:14.401Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/rag-web-browser", "timestamp": "2026-10-15T11:15:14.308Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned 4 results (not 5 as requested) with URLs and two-line summaries in Markdown format, noting that 1 of 5 scraped pages failed; the task asked for top 5 but only 4 were delivered, though this was due to the Actor's scraping failure rather than agent error." }, { "scenarioId": "rag-web-browser-discovery-web-search-with-sources", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:13:44.760Z", "day": "2026-10-15", "traceId": "d674d854cd083bcd7b317cc0ce786ef0", "observationId": "01d58099fd8f3a2d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d674d854cd083bcd7b317cc0ce786ef0?observation=01d58099fd8f3a2d", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "find", "title": "rag-web-browser / find / web-search-with-sources", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used parseforge/boxofficemojo-world-scraper, sian.agency/imdb-scraper; expected apify/rag-web-browser", "timestamp": "2026-10-15T11:31:05.112Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used parseforge/boxofficemojo-world-scraper, sian.agency/imdb-scraper; expected apify/rag-web-browser", "timestamp": "2026-10-15T11:31:04.940Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "parseforge/boxofficemojo-world-scraper", "comment": "Actors the agent ran: parseforge/boxofficemojo-world-scraper, sian.agency/imdb-scraper", "timestamp": "2026-10-15T11:31:04.898Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T11:31:04.849Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:31:04.801Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used parseforge/boxofficemojo-world-scraper, sian.agency/imdb-scraper; expected apify/rag-web-browser", "timestamp": "2026-10-15T11:31:04.753Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-15T11:31:04.711Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer provides 5 Bond films with box office figures and a source URL, but the list ordering is incorrect (Die Another Day at #5 instead of No Time to Die at #3, and the order doesn't match Wikipedia's data correctly), and the named Actor 'sian.agency/imdb-scraper' never successfully ran, making the attribution misleading.", "timestamp": "2026-10-15T11:31:04.616Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made multiple redundant steps: ran a box office scraper that returned no Bond films, then did two WebSearches, then fetched Wikipedia, then tried the IMDB scraper twice with wrong inputs, resulting in a very indirect path to the answer.", "timestamp": "2026-10-15T11:31:04.564Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When sian.agency/imdb-scraper failed with input validation errors twice, the agent gave up on that actor and fell back to WebSearch/WebFetch results, which is a reasonable recovery, but it named 'sian.agency/imdb-scraper' in the final answer despite it having failed.", "timestamp": "2026-10-15T11:31:04.519Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used data from WebFetch of Wikipedia and WebSearch results to construct the final answer, citing the Wikipedia URL as source, so it did use retrieved data rather than pure memory.", "timestamp": "2026-10-15T11:31:04.479Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The sian.agency/imdb-scraper calls failed with 'must be object' validation errors because titleIds was passed as an array of strings instead of an array of objects with url/method properties as required by the schema. The parseforge/boxofficemojo-world-scraper was called without a query field (deterministic check query: FAIL).", "timestamp": "2026-10-15T11:31:04.440Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose parseforge/boxofficemojo-world-scraper (a specialized scraper) and sian.agency/imdb-scraper instead of the intended apify/rag-web-browser, which is the correct tool for web search queries. The deterministic check rightActor is FAIL.", "timestamp": "2026-10-15T11:31:04.391Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:15:48.365Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, query", "timestamp": "2026-10-15T11:15:48.327Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-10-15T11:15:48.284Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: parseforge/boxofficemojo-world-scraper: query is missing (expected to be set); sian.agency/imdb-scraper: query is missing (expected to be set); sian.agency/imdb-scraper: query is missing (expected to be set)", "timestamp": "2026-10-15T11:15:48.251Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): sian.agency/imdb-scraper run : CALL-FAILED; sian.agency/imdb-scraper run : CALL-FAILED", "timestamp": "2026-10-15T11:15:48.175Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/rag-web-browser\"", "timestamp": "2026-10-15T11:15:48.120Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used parseforge/boxofficemojo-world-scraper, sian.agency/imdb-scraper; expected apify/rag-web-browser", "timestamp": "2026-10-15T11:15:48.028Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "parseforge/boxofficemojo-world-scraper", "infraOk": true, "failedChecks": [ "query", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used parseforge/boxofficemojo-world-scraper, sian.agency/imdb-scraper; expected apify/rag-web-browser" }, { "scenarioId": "cheerio-scraper-usage-foyles-manga-two-hops", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:14:31.783Z", "day": "2026-10-15", "traceId": "95e145b7fb947ff2fb6c9b2ac790a58e", "observationId": "d9119045970e9996", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/95e145b7fb947ff2fb6c9b2ac790a58e?observation=d9119045970e9996", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "use", "title": "cheerio / use / foyles-manga-two-hops", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 5 Actor run(s), expected at most 2", "timestamp": "2026-10-15T11:31:02.797Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 5 Actor run(s), expected at most 2", "timestamp": "2026-10-15T11:31:02.685Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T11:31:02.643Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:31:02.600Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 5 Actor run(s), expected at most 2", "timestamp": "2026-10-15T11:31:02.549Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 0, "stringValue": null, "comment": "call-actor: data must have required property 'actor', data must have required property 'input', data must NOT have additional properties", "timestamp": "2026-10-15T11:31:02.501Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns while the web-scraper was still RUNNING (status showed 7 results with title and price fields), never retrieving and presenting 5 book JSON objects with title and price keys to the user.", "timestamp": "2026-10-15T11:31:02.455Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 5 Actor runs (CALL-FAILED, SUCCEEDED with 0 items, SUCCEEDED with 0 items, CALL-FAILED, RUNNING) when at most 2 were expected per the facts. The first call had a JSON parse error, then two cheerio-scraper attempts both got 403s, then a failed attempt with useApifyProxy:false, then switched to web-scraper - this is more runs than necessary.", "timestamp": "2026-10-15T11:31:02.396Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When cheerio-scraper returned 403 errors, the agent tried adding custom headers, then switched to web-scraper which uses a real browser to bypass anti-bot measures - a reasonable escalation strategy.", "timestamp": "2026-10-15T11:31:02.336Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent checked dataset items after the cheerio-scraper runs (getting the 403 error details), and monitored the web-scraper run progress showing 7 items with title and price fields being collected.", "timestamp": "2026-10-15T11:31:02.294Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly set startUrls, linkSelector, globs, pageFunction extracting title and price, maxCrawlingDepth=2, and maxPagesPerCrawl=20 across its runs. The first call had a JSON parsing error due to escaping issues, but subsequent calls were well-formed.", "timestamp": "2026-10-15T11:31:02.249Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected apify/cheerio-scraper as specified in the task, and when it encountered 403 blocking issues, it pivoted to apify/web-scraper which uses a browser and can handle anti-bot measures better.", "timestamp": "2026-10-15T11:31:02.200Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:19:08.846Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-15T11:19:08.806Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-15T11:19:08.771Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 5 run(s): maxPagesPerCrawl", "timestamp": "2026-10-15T11:19:08.702Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 5 run(s): maxCrawlingDepth", "timestamp": "2026-10-15T11:19:08.664Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 5 run(s): pageFunction", "timestamp": "2026-10-15T11:19:08.627Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 5 run(s): startUrls[0].url", "timestamp": "2026-10-15T11:19:08.587Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 5 Actor run(s), expected at most 2", "timestamp": "2026-10-15T11:19:08.508Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/cheerio-scraper", "timestamp": "2026-10-15T11:19:08.405Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "schemaValidity", "ranOk" ], "judgeComment": "FAIL: check ranOk: 5 Actor run(s), expected at most 2" }, { "scenarioId": "cheerio-scraper-discovery-ikea-static-catalog", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:14:47.571Z", "day": "2026-10-15", "traceId": "c0fa4c5a0b2b92793738a1f9994e2b4a", "observationId": "1ae46566f711ac25", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c0fa4c5a0b2b92793738a1f9994e2b4a?observation=1ae46566f711ac25", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "find", "title": "cheerio / find / ikea-static-catalog", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run X0l426Ijtw6ZvTGoa (abotapi/ikea-scraper) FAILED", "timestamp": "2026-10-15T11:31:01.427Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:31:01.310Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent's search for 'IKEA scraper products' returned only specialized IKEA scrapers and never surfaced apify/cheerio-scraper, which is the correct lightweight HTML scraper the user explicitly requested. The agent had no opportunity to discover the right tool because the search results didn't include it.", "timestamp": "2026-10-15T11:31:01.267Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "10 tool calls valid", "timestamp": "2026-10-15T11:31:01.226Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent produced 10 real product names and prices from the IKEA chest of drawers category, but used the wrong actor (shahidirfan/Ikea-Product-Scraper instead of apify/cheerio-scraper) and the final answer names the wrong actor, failing the core requirement of using a lightweight HTML scraper.", "timestamp": "2026-10-15T11:31:01.188Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 5 actor runs (2 failed, 1 call-failed, 1 succeeded with 0 items, 1 succeeded with 10 items) against a limit of 3, and never searched for or considered apify/cheerio-scraper despite the user's explicit request for lightweight non-browser scraping.", "timestamp": "2026-10-15T11:31:01.149Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When abotapi/ikea-scraper failed twice with connection errors, the agent switched to shahidirfan/Ikea-Product-Scraper; when the startUrls format was wrong, the agent corrected it; when the URL-based run returned 0 items, the agent tried the category parameter approach which succeeded.", "timestamp": "2026-10-15T11:31:01.102Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned from run QVPVvhwkCcbIYOejr (10 items confirmed by facts) and displayed them accurately in the final answer table.", "timestamp": "2026-10-15T11:31:01.059Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "For the actors actually chosen, the inputs were mostly well-formed; the agent correctly fixed the startUrls format after a validation error, and used appropriate fields like maxProducts, maxPages, country, and category parameters.", "timestamp": "2026-10-15T11:31:01.015Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for IKEA scrapers and selected specialized IKEA-specific actors (abotapi/ikea-scraper, shahidirfan/Ikea-Product-Scraper) instead of the intended apify/cheerio-scraper, which is a lightweight HTML scraper matching the user's explicit request for a fast, non-JavaScript, server-rendered HTML approach.", "timestamp": "2026-10-15T11:31:00.916Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run X0l426Ijtw6ZvTGoa (abotapi/ikea-scraper) FAILED; Actor run Axed1O7E2eOiS3KAv (abotapi/ikea-scraper) FAILED", "timestamp": "2026-10-15T11:18:26.341Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-10-15T11:18:26.304Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): abotapi/ikea-scraper: maxPagesPerCrawl is missing (expected at most 5); abotapi/ikea-scraper: maxPagesPerCrawl is missing (expected at most 5); shahidirfan/Ikea-Product-Scraper: maxPagesPerCrawl is missing (expected at most 5); shahidirfan/Ikea-Product-Scraper: maxPagesPerCrawl is missing (expected at most 5); shahidirfan/Ikea-Product-Scraper: maxPagesPerCrawl is missing (expected at most 5)", "timestamp": "2026-10-15T11:18:26.266Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: abotapi/ikea-scraper: pageFunction is missing (expected to be set); abotapi/ikea-scraper: pageFunction is missing (expected to be set); shahidirfan/Ikea-Product-Scraper: pageFunction is missing (expected to be set); shahidirfan/Ikea-Product-Scraper: pageFunction is missing (expected to be set); shahidirfan/Ikea-Product-Scraper: pageFunction is missing (expected to be set)", "timestamp": "2026-10-15T11:18:26.228Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 5 Actor run(s), expected at most 3", "timestamp": "2026-10-15T11:18:26.184Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/cheerio-scraper\"", "timestamp": "2026-10-15T11:18:26.083Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used abotapi/ikea-scraper, shahidirfan/Ikea-Product-Scraper; expected apify/cheerio-scraper", "timestamp": "2026-10-15T11:18:25.993Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pageCap", "pageFunction", "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "ai-web-scraper-usage-apify-store-first-page", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:15:14.715Z", "day": "2026-10-15", "traceId": "f1e87df3a975c2ffc8070f2188c619d3", "observationId": "2f2e53b7276ed833", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f1e87df3a975c2ffc8070f2188c619d3?observation=2f2e53b7276ed833", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "use", "title": "ai-web / use / apify-store-first-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent produced a complete table with 20 actors showing name, description, rating, and number of users, all drawn from the scraped markdown data from apify.com/store, fulfilling the task requirements.", "timestamp": "2026-10-15T11:31:00.250Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent produced a complete table with 20 actors showing name, description, rating, and number of users, all drawn from the scraped markdown data from apify.com/store, fulfilling the task requirements.", "timestamp": "2026-10-15T11:31:00.204Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-15T11:31:00.164Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:31:00.128Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly used apify/ai-web-scraper in single-page mode, retrieved real data from the store page, and presented it in the requested table format.", "timestamp": "2026-10-15T11:31:00.088Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T11:31:00.030Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a complete table with 20 actors showing name, description, rating, and number of users, all drawn from the scraped markdown data from apify.com/store, fulfilling the task requirements.", "timestamp": "2026-10-15T11:30:59.973Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 5 tool calls: one to fetch schema, one to run the actor, two to get dataset items (second needed because first returned empty projected fields), and one Read call for the large output - reasonably efficient with only one minor extra call.", "timestamp": "2026-10-15T11:30:59.926Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call returned empty items ({}) when using field projection, so the agent immediately retried without field filtering to get the full data including markdown - a reasonable recovery.", "timestamp": "2026-10-15T11:30:59.884Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the full markdown output from the dataset and extracted actor names, descriptions, ratings, and user counts directly from the scraped markdown content visible in the tool results (e.g., TikTok Scraper 337K 4.8, Instagram Scraper 432K 4.7, etc.).", "timestamp": "2026-10-15T11:30:59.841Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used extractionMode='single' which is correct for one-page extraction, provided the correct startUrl, and included a good prompt. However, the deterministic check 'onePage' FAILED because maxPagesToVisit was not set - though in 'single' mode this parameter is ignored per the schema description ('Ignored in Single page mode'), so the input was actually correct for the chosen mode.", "timestamp": "2026-10-15T11:30:59.797Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with apify/ai-web-scraper, then get-dataset-items to retrieve results, and Read to access the full output - all appropriate tools for this task.", "timestamp": "2026-10-15T11:30:59.757Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:16:56.961Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-15T11:16:56.921Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-15T11:16:56.879Z", "metadata": {} }, "check.onePage": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper: maxPagesToVisit is missing (expected at most 3)", "timestamp": "2026-10-15T11:16:56.838Z", "metadata": {} }, "check.promptGiven": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): prompt", "timestamp": "2026-10-15T11:16:56.792Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-15T11:16:56.742Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:16:56.662Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-10-15T11:16:56.576Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "onePage" ], "judgeComment": "PASS: The agent produced a complete table with 20 actors showing name, description, rating, and number of users, all drawn from the scraped markdown data from apify.com/store, fulfilling the task requirements." }, { "scenarioId": "ai-web-scraper-discovery-climate-articles-three-sites", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:15:33.581Z", "day": "2026-10-15", "traceId": "9db7a8828ed7ad3407fc3a292299b957", "observationId": "55f303c7896cf626", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9db7a8828ed7ad3407fc3a292299b957?observation=55f303c7896cf626", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "find", "title": "ai-web / find / climate-articles-three-sites", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-15T11:30:51.108Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:30:51.005Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent wasted time on automation-lab/news-article-extractor (0 items), then ran scout mode unnecessarily before trying agentic mode, and never completed the task before timeout. The correct actor was found but the agent's multi-step detour and failure to go directly to apify/ai-web-scraper in agentic mode caused the session to expire without a final answer.", "timestamp": "2026-10-15T11:30:50.965Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "13 tool calls valid", "timestamp": "2026-10-15T11:30:50.922Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never produced a final answer with article counts per site, three examples, or the required 'Actor: ' line; the session timed out while the agentic run was still RUNNING and the deterministic check confirms namedActor FAIL.", "timestamp": "2026-10-15T11:30:50.885Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made an unnecessary detour using automation-lab/news-article-extractor first (which returned 0 items), then ran two separate apify/ai-web-scraper runs (scout then agentic) when it could have gone directly to agentic mode, and the session timed out before completion.", "timestamp": "2026-10-15T11:30:50.840Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When automation-lab/news-article-extractor returned 0 items, the agent correctly pivoted to apify/ai-web-scraper; when scout mode returned unstructured markdown, the agent switched to agentic mode, showing reasonable recovery.", "timestamp": "2026-10-15T11:30:50.723Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved 4 items from the scout run but the data was raw markdown rather than structured articles; the agentic run was still RUNNING when the session timed out, so no structured results were ever used in a final answer.", "timestamp": "2026-10-15T11:30:50.672Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly set startUrls with all three sites and provided a natural language prompt, but used 'scout' mode first (which returns markdown, not structured data) before switching to 'agentic' mode; the agentic mode call had correct fields including title, author, publicationDate in the prompt.", "timestamp": "2026-10-15T11:30:50.631Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent eventually found and used apify/ai-web-scraper, which is the correct tool for no-code/no-selector extraction via natural language prompts, satisfying the user's requirement.", "timestamp": "2026-10-15T11:30:50.579Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-15T11:20:34.392Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor", "timestamp": "2026-10-15T11:20:34.355Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: maxPagesToVisit is missing (expected at most 20)", "timestamp": "2026-10-15T11:20:34.314Z", "metadata": {} }, "check.promptGiven": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: prompt is missing (expected to be set)", "timestamp": "2026-10-15T11:20:34.242Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper run cMZoqh02Ss0nrhjFi: RUNNING", "timestamp": "2026-10-15T11:20:34.180Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/ai-web-scraper\"", "timestamp": "2026-10-15T11:20:34.142Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-10-15T11:20:34.096Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pageCap", "promptGiven", "ranOk", "namedActor" ], "judgeComment": null }, { "scenarioId": "zillow-zip-search-usage-scottsdale", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:15:48.402Z", "day": "2026-10-15", "traceId": "75420bc86d00b85636fb1c5d82a62bb2", "observationId": "a233ce1233138c7a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/75420bc86d00b85636fb1c5d82a62bb2?observation=a233ce1233138c7a", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "use", "title": "zillow-zip-search / use / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported 10 homes retrieved, identified the cheapest at $264,000 at 7920 E CAMELBACK Road #508, Scottsdale, AZ 85251, fully satisfying the task requirements.", "timestamp": "2026-10-15T11:30:47.012Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported 10 homes retrieved, identified the cheapest at $264,000 at 7920 E CAMELBACK Road #508, Scottsdale, AZ 85251, fully satisfying the task requirements.", "timestamp": "2026-10-15T11:30:46.949Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-15T11:30:46.911Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:30:46.822Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor used, all required boolean flags set properly, results grounded in retrieved data, efficient 3-call plan, and complete accurate answer delivered.", "timestamp": "2026-10-15T11:30:46.712Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-15T11:30:46.613Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported 10 homes retrieved, identified the cheapest at $264,000 at 7920 E CAMELBACK Road #508, Scottsdale, AZ 85251, fully satisfying the task requirements.", "timestamp": "2026-10-15T11:30:46.440Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve results — no redundant steps.", "timestamp": "2026-10-15T11:30:46.393Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and correctly identified the cheapest home (7920 E CAMELBACK Road #508 at $264,000) directly from the returned data, confirmed by the grounded check passing.", "timestamp": "2026-10-15T11:30:46.357Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set zipCodes=['85251'], priceMax=800000, resultsLimit=10, forSaleByAgent=true, forSaleByOwner=false, forRent=false, sold=false — all required fields correctly populated as confirmed by the requiredFlags and priceCap deterministic checks passing.", "timestamp": "2026-10-15T11:30:46.316Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-15T11:30:46.241Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:16:39.520Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T11:16:39.483Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-10-15T11:16:39.437Z", "metadata": {} }, "check.tenResults": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T11:16:39.399Z", "metadata": {} }, "check.priceCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): priceMax", "timestamp": "2026-10-15T11:16:39.362Z", "metadata": {} }, "check.requiredFlags": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T11:16:39.326Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:16:39.279Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/zillow-zip-search", "timestamp": "2026-10-15T11:16:39.214Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{1,3},\\d{3}/", "timestamp": "2026-10-15T11:16:39.128Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent correctly reported 10 homes retrieved, identified the cheapest at $264,000 at 7920 E CAMELBACK Road #508, Scottsdale, AZ 85251, fully satisfying the task requirements." }, { "scenarioId": "zillow-zip-search-discovery-scottsdale", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:16:00.881Z", "day": "2026-10-15", "traceId": "a7a48966835c3c22b5976c6e5bec0eda", "observationId": "1402703100cfa727", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a7a48966835c3c22b5976c6e5bec0eda?observation=1402703100cfa727", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "find", "title": "zillow-zip-search / find / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used pear_fight/zillow-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-15T11:30:48.144Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used pear_fight/zillow-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-15T11:30:48.022Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "pear_fight/zillow-scraper", "comment": "Actors the agent ran: pear_fight/zillow-scraper", "timestamp": "2026-10-15T11:30:47.974Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T11:30:47.938Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:30:47.892Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used pear_fight/zillow-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-15T11:30:47.857Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-15T11:30:47.815Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered 10 homes with addresses and prices all under $800,000 in ZIP 85251, fulfilling the task requirements, but used the wrong actor (pear_fight/zillow-scraper instead of maxcopell/zillow-zip-search) as confirmed by the deterministic FAIL checks.", "timestamp": "2026-10-15T11:30:47.782Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls in a logical sequence: search, fetch details, call actor, poll run, get results — a reasonably direct path with no pointless repetition.", "timestamp": "2026-10-15T11:30:47.713Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items from the actor run and directly reported all addresses and prices from the dataset in the final answer without inventing data.", "timestamp": "2026-10-15T11:30:47.662Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed location='85251', maxPrice=800000, and maxListings=10 to the actor, which are well-formed and sensible inputs matching the task requirements.", "timestamp": "2026-10-15T11:30:47.614Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors to find Zillow scrapers and selected pear_fight/zillow-scraper, which is a third-party actor rather than the intended maxcopell/zillow-zip-search; the rightActor check is confirmed FAIL.", "timestamp": "2026-10-15T11:30:47.568Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:17:49.791Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T11:17:49.748Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:17:49.707Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"maxcopell/zillow\"", "timestamp": "2026-10-15T11:17:49.603Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used pear_fight/zillow-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-15T11:17:49.489Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "pear_fight/zillow-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used pear_fight/zillow-scraper; expected ^maxcopell/zillow" }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:16:39.561Z", "day": "2026-10-15", "traceId": "c60c9263cee3148a82cdcb14cf7cbf06", "observationId": "ba69eae94db3df3f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c60c9263cee3148a82cdcb14cf7cbf06?observation=ba69eae94db3df3f", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 2 numbers not in Actor output: 160,170", "timestamp": "2026-10-15T11:30:47.226Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 2 numbers not in Actor output: 160,170", "timestamp": "2026-10-15T11:30:47.129Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T11:30:47.086Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:30:47.052Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 2 numbers not in Actor output: 160,170", "timestamp": "2026-10-15T11:30:47.018Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-15T11:30:46.983Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The follower count is correct (passes followers reference check), but the average likes per post (160,170) is flagged as not grounded in the actor output per the deterministic grounded check FAIL, meaning the computed average does not match what the data actually shows.", "timestamp": "2026-10-15T11:30:46.949Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran two parallel actor calls (profile + posts), then retrieved data efficiently with targeted field projections, making the workflow reasonably direct.", "timestamp": "2026-10-15T11:30:46.912Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The posts run initially returned RUNNING status and the agent correctly polled with get-actor-run to wait for completion before fetching data.", "timestamp": "2026-10-15T11:30:46.820Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved follower count (104,368,621) from the dataset and fetched 29 posts with likesCount fields, but the grounded check FAIL indicates the reported average of 160,170 does not match the actual data from the actor output — the agent did not fetch all items or computed incorrectly from the truncated preview.", "timestamp": "2026-10-15T11:30:46.511Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used correct inputs: resultsType='details' with the NASA profile URL for profile data, and resultsType='posts' with resultsLimit=30 for recent posts.", "timestamp": "2026-10-15T11:30:46.437Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used apify/instagram-scraper for both profile details and recent posts, which is the intended actor for this task.", "timestamp": "2026-10-15T11:30:46.401Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:18:17.364Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-15T11:18:17.328Z", "metadata": {} }, "check.followers": { "value": 1, "stringValue": null, "comment": "PASS: followersCount within 2%", "timestamp": "2026-10-15T11:18:17.265Z", "metadata": {} }, "check.grounded": { "value": 0.5, "stringValue": null, "comment": "FAIL: 1 of 2 numbers not in Actor output: 160,170", "timestamp": "2026-10-15T11:18:17.225Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): directUrls[0]", "timestamp": "2026-10-15T11:18:17.182Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:18:17.109Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-10-15T11:18:17.035Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-10-15T11:18:16.947Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 2 numbers not in Actor output: 160,170" }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:16:56.997Z", "day": "2026-10-15", "traceId": "c3bf189f0fc7480e0ec31985f69b79ef", "observationId": "4756a7e0cb68b287", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c3bf189f0fc7480e0ec31985f69b79ef?observation=4756a7e0cb68b287", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T11:30:36.434Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T11:30:36.324Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/instagram-post-scraper", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-15T11:30:36.286Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T11:30:36.237Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:30:36.193Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T11:30:36.153Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T11:30:36.107Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent retrieved 3 posts from @nasa and reported the correct actor name and post count, but used apify/instagram-post-scraper instead of the expected apify/instagram-scraper, causing the rightActor and namedActor deterministic checks to fail.", "timestamp": "2026-10-15T11:30:36.064Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct path: search, fetch details, run actor, retrieve results — 4 tool calls with no redundancy.", "timestamp": "2026-10-15T11:30:36.028Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 3 dataset items via get-dataset-items and correctly reported the count of 3 in the final answer.", "timestamp": "2026-10-15T11:30:35.988Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=['nasa'] and resultsLimit=3 to the actor, which are well-formed inputs matching the schema requirements.", "timestamp": "2026-10-15T11:30:35.945Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task, but selected apify/instagram-post-scraper instead of the intended apify/instagram-scraper.", "timestamp": "2026-10-15T11:30:35.900Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:17:56.400Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T11:17:56.360Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:17:56.321Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-15T11:17:56.249Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T11:17:56.158Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/instagram-post-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper" }, { "scenarioId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:17:49.832Z", "day": "2026-10-15", "traceId": "6a511021ea88b7f7d4d4baa84fbaa8e3", "observationId": "01b429dd7b2e8e9b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6a511021ea88b7f7d4d4baa84fbaa8e3?observation=01b429dd7b2e8e9b", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "use", "title": "instagram-reel / use / natgeo-skip-pinned", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, grounded in retrieved data with all numbers verified against Actor output.", "timestamp": "2026-10-15T11:30:37.488Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, grounded in retrieved data with all numbers verified against Actor output.", "timestamp": "2026-10-15T11:30:37.443Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-15T11:30:37.402Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:30:37.354Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, provided correct inputs, polled appropriately, and reported grounded results fulfilling the task.", "timestamp": "2026-10-15T11:30:37.315Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-15T11:30:37.273Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, grounded in retrieved data with all numbers verified against Actor output.", "timestamp": "2026-10-15T11:30:37.233Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: one to fetch actor details, one to call the actor, two polls (necessary because the run was still in progress), and one to get dataset items — a reasonably direct path with no wasted calls.", "timestamp": "2026-10-15T11:30:37.193Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor was still RUNNING after the first poll, so the agent correctly polled again with get-actor-run until it SUCCEEDED — no errors occurred but the polling was handled appropriately.", "timestamp": "2026-10-15T11:30:36.939Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the caption, videoPlayCount, and videoDuration fields from the retrieved data; the grounded check confirms all 14 numbers appear in Actor output.", "timestamp": "2026-10-15T11:30:36.889Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-reel-scraper with username=[\"natgeo\"], resultsLimit=3, and skipPinnedPosts=true, matching all required task parameters; deterministic checks usernameInput, threeReels, and skipPinned all PASS.", "timestamp": "2026-10-15T11:30:36.637Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the specified actor and retrieving results.", "timestamp": "2026-10-15T11:30:36.600Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:20:30.643Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-15T11:20:30.588Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 14 numbers found in Actor output", "timestamp": "2026-10-15T11:20:30.549Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-15T11:20:30.502Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-15T11:20:30.469Z", "metadata": {} }, "check.threeReels": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-15T11:20:30.425Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-15T11:20:30.389Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:20:30.288Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-15T11:20:30.197Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, grounded in retrieved data with all numbers verified against Actor output." }, { "scenarioId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:17:56.433Z", "day": "2026-10-15", "traceId": "88c63b73088f16b8527093a48485c7bc", "observationId": "ed2043b2dc325996", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/88c63b73088f16b8527093a48485c7bc?observation=ed2043b2dc325996", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "find", "title": "instagram-reel / find / natgeo-reels-shares", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-15T11:30:37.469Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-15T11:30:37.376Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-reel-scraper", "timestamp": "2026-10-15T11:30:37.327Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T11:30:37.286Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-15T11:30:37.240Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The agent retrieved the full dataset (77.5KB file) with includeSharesCount=true but failed to find/report the sharesCount field, instead concluding shares data was unavailable. The agent read only the first 500 lines of the file and never searched for 'sharesCount' in the output, suggesting the field exists in the data but the agent couldn't locate it in the large output.", "timestamp": "2026-10-15T11:30:37.201Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-15T11:30:37.162Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported captions and play counts correctly but failed to report share counts, stating they were 'not available' despite the actor run succeeding with includeSharesCount=true - the agent did not properly extract the sharesCount field from the full dataset output it retrieved.", "timestamp": "2026-10-15T11:30:37.106Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made a reasonable sequence of calls: search, fetch details, call actor, get dataset items (twice - once with field projection and once for full data), which is slightly redundant but not excessive.", "timestamp": "2026-10-15T11:30:37.071Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "No errors occurred during the run (status SUCCEEDED), but the agent incorrectly concluded shares data was unavailable despite the sharesFlag check confirming includeSharesCount was properly set; the agent failed to look for a sharesCount field in the full dataset output.", "timestamp": "2026-10-15T11:30:37.034Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned (captions, videoPlayCount values of 691951, 628478, 1477694) directly from the tool results rather than inventing data.", "timestamp": "2026-10-15T11:30:36.995Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with username=['natgeo'], resultsLimit=3, and includeSharesCount=true, which are all correct inputs matching the task requirements, confirmed by sharesFlag: PASS.", "timestamp": "2026-10-15T11:30:36.958Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-reel-scraper, the intended actor for scraping Instagram Reels, confirmed by the deterministic check rightActor: PASS.", "timestamp": "2026-10-15T11:30:36.901Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:19:59.185Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-15T11:19:59.143Z", "metadata": {} }, "check.sharesFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeSharesCount", "timestamp": "2026-10-15T11:19:59.095Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:19:59.051Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-reel-scraper\"", "timestamp": "2026-10-15T11:19:59.012Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-15T11:19:58.966Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-usage-natgeo-about-section", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:18:17.398Z", "day": "2026-10-15", "traceId": "d9b612e4b1ecc0c73a7aadf09c468e2f", "observationId": "d5151a347ea2604a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d9b612e4b1ecc0c73a7aadf09c468e2f?observation=d5151a347ea2604a", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "use", "title": "instagram-profile / use / natgeo-about-section", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-15T11:30:33.369Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-15T11:30:33.260Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T11:30:33.218Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-15T11:30:33.182Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The includeAboutSection was enabled and the actor ran successfully, but no country field appeared in the returned dataset items (the field list in the run preview does not include a country field), meaning the actor either did not return country data or it was absent from the output schema, leaving the agent unable to fulfill the country part of the task.", "timestamp": "2026-10-15T11:30:33.142Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T11:30:33.098Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported the bio's first sentence and business account status correctly from retrieved data, but could not provide the country because the API did not return country data (likely not filled in by the account owner), leaving one of the three requested fields unanswered.", "timestamp": "2026-10-15T11:30:33.052Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made an extra get-dataset-items call (first with fields projection, then without) and then read the full file, adding some redundancy, but this was reasonable given the large output needed to find country data.", "timestamp": "2026-10-15T11:30:33.008Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the biography ('Step into wonder and find your inner explorer with National Geographic 🌎') and isBusinessAccount (true) from the retrieved dataset items, not invented.", "timestamp": "2026-10-15T11:30:32.918Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-profile-scraper with usernames=['natgeo'] and includeAboutSection=true, which matches the required input schema and the deterministic checks confirm usernameInput and aboutSection both PASS.", "timestamp": "2026-10-15T11:30:32.878Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, and Read tools, all appropriate for the task of scraping an Instagram profile.", "timestamp": "2026-10-15T11:30:32.831Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:19:53.286Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-15T11:19:53.249Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T11:19:53.202Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T11:19:53.147Z", "metadata": {} }, "check.aboutSection": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeAboutSection", "timestamp": "2026-10-15T11:19:53.106Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): usernames[0]", "timestamp": "2026-10-15T11:19:53.068Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:19:52.976Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-15T11:19:52.876Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-discovery-natgeo-verified", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:18:26.377Z", "day": "2026-10-15", "traceId": "dfcfc8e0340f316b53fddb70434d6049", "observationId": "f1950ec15e4f1106", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/dfcfc8e0340f316b53fddb70434d6049?observation=f1950ec15e4f1106", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "find", "title": "instagram-profile / find / natgeo-verified", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer correctly reports @natgeo is verified, provides the exact bio text from retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line.", "timestamp": "2026-10-15T11:30:26.308Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer correctly reports @natgeo is verified, provides the exact bio text from retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line.", "timestamp": "2026-10-15T11:30:26.263Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-profile-scraper", "timestamp": "2026-10-15T11:30:26.219Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T11:30:26.173Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:30:26.130Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent found the correct actor, used proper inputs, retrieved and reported real data accurately, and completed the task efficiently.", "timestamp": "2026-10-15T11:30:26.082Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-15T11:30:26.037Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer correctly reports @natgeo is verified, provides the exact bio text from retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line.", "timestamp": "2026-10-15T11:30:25.995Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls (search-actors, call-actor, get-dataset-items) in a direct and logical sequence with no redundant steps.", "timestamp": "2026-10-15T11:30:25.954Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the retrieved data: verified=true and biography='Step into wonder and find your inner explorer with National Geographic 🌎' from the dataset items, not invented.", "timestamp": "2026-10-15T11:30:25.912Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-profile-scraper with {\"usernames\":[\"natgeo\"]} which matches the required input schema (usernames is a required array field), and then fetched dataset items with the correct datasetId and relevant fields.", "timestamp": "2026-10-15T11:30:25.869Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for Instagram actors and correctly identified apify/instagram-profile-scraper as the right tool for profile info, matching the intended subject confirmed by the facts.", "timestamp": "2026-10-15T11:30:25.829Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:19:08.963Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-15T11:19:08.913Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:19:08.829Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-profile-scraper\"", "timestamp": "2026-10-15T11:19:08.788Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-15T11:19:08.712Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer correctly reports @natgeo is verified, provides the exact bio text from retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line." }, { "scenarioId": "instagram-post-scraper-usage-natgeo-three-posts", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:19:08.883Z", "day": "2026-10-15", "traceId": "2afb1958c20a638a9f9d8aee1b68c88d", "observationId": "ab380df72da32146", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2afb1958c20a638a9f9d8aee1b68c88d?observation=ab380df72da32146", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "use", "title": "instagram-post / use / natgeo-three-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 3 posts with correct first sentences and like counts (293,392 / 122,338 / 32,563) grounded in retrieved data, sorted by recency, fulfilling the task completely.", "timestamp": "2026-10-15T11:30:26.057Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 3 posts with correct first sentences and like counts (293,392 / 122,338 / 32,563) grounded in retrieved data, sorted by recency, fulfilling the task completely.", "timestamp": "2026-10-15T11:30:26.020Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-15T11:30:25.985Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:30:25.945Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the actor ran successfully, inputs were correct, and the agent reported accurate grounded results.", "timestamp": "2026-10-15T11:30:25.864Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-15T11:30:25.818Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 3 posts with correct first sentences and like counts (293,392 / 122,338 / 32,563) grounded in retrieved data, sorted by recency, fulfilling the task completely.", "timestamp": "2026-10-15T11:30:25.777Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls (fetch details, run actor, get items) with no redundant steps — a direct and efficient path.", "timestamp": "2026-10-15T11:30:25.737Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 14 numbers in the final answer were found in Actor output; the agent directly used caption and likesCount fields from the dataset items.", "timestamp": "2026-10-15T11:30:25.699Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=[\"natgeo\"], resultsLimit=3, skipPinnedPosts=true, and dataDetailLevel=\"detailedData\" — all correct and well-formed inputs matching the schema.", "timestamp": "2026-10-15T11:30:25.657Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-15T11:30:25.616Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:20:02.464Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-15T11:20:02.419Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 14 numbers found in Actor output", "timestamp": "2026-10-15T11:20:02.374Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-15T11:20:02.320Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-15T11:20:02.273Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-15T11:20:02.214Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-15T11:20:02.171Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:20:02.127Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-15T11:20:02.084Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 3 posts with correct first sentences and like counts (293,392 / 122,338 / 32,563) grounded in retrieved data, sorted by recency, fulfilling the task completely." }, { "scenarioId": "instagram-post-scraper-discovery-natgeo-latest-post", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:19:08.998Z", "day": "2026-10-15", "traceId": "bb49c65963be2d60a074152f197d49b5", "observationId": "5984a88fce4a73ba", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/bb49c65963be2d60a074152f197d49b5?observation=5984a88fce4a73ba", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "find", "title": "instagram-post / find / natgeo-latest-post", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence of the caption ('Presented by National Geographic Society in partnership with @Rolex.') and the comment count (105), both drawn from real retrieved data, and ended with 'Actor: apify/instagram-post-scraper' as required.", "timestamp": "2026-10-15T11:30:24.893Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence of the caption ('Presented by National Geographic Society in partnership with @Rolex.') and the comment count (105), both drawn from real retrieved data, and ended with 'Actor: apify/instagram-post-scraper' as required.", "timestamp": "2026-10-15T11:30:24.848Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-15T11:30:24.801Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T11:30:24.751Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:30:24.699Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered, ran, and reported results from apify/instagram-post-scraper with no errors or inefficiencies.", "timestamp": "2026-10-15T11:30:24.655Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-15T11:30:24.615Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence of the caption ('Presented by National Geographic Society in partnership with @Rolex.') and the comment count (105), both drawn from real retrieved data, and ended with 'Actor: apify/instagram-post-scraper' as required.", "timestamp": "2026-10-15T11:30:24.576Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct path: search → fetch details → call actor → poll for completion → get dataset items, with no redundant or wasted steps.", "timestamp": "2026-10-15T11:30:24.533Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor run was still RUNNING after the initial 30-second wait, and the agent correctly polled again with get-actor-run until it SUCCEEDED.", "timestamp": "2026-10-15T11:30:24.494Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the caption and commentsCount from the dataset items and directly used those values (first sentence and 105 comments) in the final answer.", "timestamp": "2026-10-15T11:30:24.457Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-post-scraper with username=['natgeo'], resultsLimit=1, and dataDetailLevel='detailedData', which are well-formed and correct inputs for the task.", "timestamp": "2026-10-15T11:30:24.415Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for discovering and running the Instagram Post Scraper.", "timestamp": "2026-10-15T11:30:24.376Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:20:53.995Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-15T11:20:53.958Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:20:53.919Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-post-scraper\"", "timestamp": "2026-10-15T11:20:53.884Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-15T11:20:53.843Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence of the caption ('Presented by National Geographic Society in partnership with @Rolex.') and the comment count (105), both drawn from real retrieved data, and ended with 'Actor: apify/instagram-post-scraper' as required." }, { "scenarioId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:19:53.432Z", "day": "2026-10-15", "traceId": "fa948f73df7e1817c2036b6b1661b216", "observationId": "782b59c93b5d8f09", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/fa948f73df7e1817c2036b6b1661b216?observation=782b59c93b5d8f09", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "use", "title": "instagram-hashtag / use / nasa-keyword-reels", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check items: 6 items, expected at most 5", "timestamp": "2026-10-15T11:30:21.826Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check items: 6 items, expected at most 5", "timestamp": "2026-10-15T11:30:21.732Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T11:30:21.691Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-15T11:30:21.652Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check items: 6 items, expected at most 5", "timestamp": "2026-10-15T11:30:21.584Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-15T11:30:21.546Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 5 reels with first sentences and like counts grounded in retrieved data, fulfilling the task requirements despite the keywordSearch flag being missing in the successful run.", "timestamp": "2026-10-15T11:30:21.509Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two actor runs — the first failed due to keywordSearch mode not working, requiring a retry — adding one extra round-trip, but the recovery was reasonable and not wasteful beyond that.", "timestamp": "2026-10-15T11:30:21.462Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first run with keywordSearch:true returned an error (no_items), the agent correctly retried without keywordSearch and successfully retrieved 5 reels.", "timestamp": "2026-10-15T11:30:21.422Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check PASS confirms all 9 numbers in the final answer were found in Actor output, and captions match the dataset preview exactly.", "timestamp": "2026-10-15T11:30:21.374Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first run included keywordSearch:true but failed; the second run omitted keywordSearch (flagged as FAIL by deterministic check keywordMode), though it did correctly set hashtags:[\"nasa\"], resultsType:\"reels\", and resultsLimit:5.", "timestamp": "2026-10-15T11:30:21.332Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected apify/instagram-hashtag-scraper and used fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-15T11:30:21.280Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:21:25.293Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: items", "timestamp": "2026-10-15T11:21:25.257Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 9 numbers found in Actor output", "timestamp": "2026-10-15T11:21:25.215Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 6 items, expected at most 5", "timestamp": "2026-10-15T11:21:25.170Z", "metadata": {} }, "check.fiveResults": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): resultsLimit", "timestamp": "2026-10-15T11:21:25.111Z", "metadata": {} }, "check.reelsType": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): resultsType", "timestamp": "2026-10-15T11:21:25.072Z", "metadata": {} }, "check.keywordMode": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/instagram-hashtag-scraper: keywordSearch is missing (expected true)", "timestamp": "2026-10-15T11:21:25.004Z", "metadata": {} }, "check.keywordInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): hashtags[0]", "timestamp": "2026-10-15T11:21:24.945Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:21:24.906Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-10-15T11:21:24.866Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "keywordMode" ], "judgeComment": "FAIL: check items: 6 items, expected at most 5" }, { "scenarioId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:19:59.217Z", "day": "2026-10-15", "traceId": "6c9682d9771703c352ab1a9255a94ae0", "observationId": "fa2e4f4bfa09d8c8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6c9682d9771703c352ab1a9255a94ae0?observation=fa2e4f4bfa09d8c8", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "find", "title": "instagram-hashtag / find / nasa-hashtag", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used data-slayer/instagram-hashtag-posts-reels-scraper-no-login; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-15T11:30:17.749Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used data-slayer/instagram-hashtag-posts-reels-scraper-no-login; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-15T11:30:17.622Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "data-slayer/instagram-hashtag-posts-reels-scraper-no-login", "comment": "Actors the agent ran: data-slayer/instagram-hashtag-posts-reels-scraper-no-login", "timestamp": "2026-10-15T11:30:17.580Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T11:30:17.530Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:30:17.490Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used data-slayer/instagram-hashtag-posts-reels-scraper-no-login; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-15T11:30:17.453Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T11:30:17.402Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 5 real Instagram posts tagged #nasa with account names and post descriptions, and ended with 'Actor: data-slayer/instagram-hashtag-posts-reels-scraper-no-login' — the task is substantively completed but with the wrong actor (namedActor=FAIL per deterministic check).", "timestamp": "2026-10-15T11:30:17.364Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search, fetch details, run actor, get results) in a direct sequence with no redundant steps.", "timestamp": "2026-10-15T11:30:17.325Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 5 dataset items with real usernames (lau_luna__, abijeet.p, tecmundo, milenio, pete_carstens) and captions from the tool result, and accurately reported them in the final answer without inventing data.", "timestamp": "2026-10-15T11:30:17.279Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed hashtag='nasa' and maxResults=5 to the chosen actor, which matches the task requirements and the actor's input schema (required field 'hashtag' provided, integer maxResults provided).", "timestamp": "2026-10-15T11:30:17.236Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task. However, it selected data-slayer/instagram-hashtag-posts-reels-scraper-no-login instead of the intended apify/instagram-hashtag-scraper, which is a wrong actor selection per the deterministic check rightActor=FAIL.", "timestamp": "2026-10-15T11:30:17.198Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:20:51.435Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T11:20:51.400Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:20:51.363Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-hashtag-scraper\"", "timestamp": "2026-10-15T11:20:51.286Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used data-slayer/instagram-hashtag-posts-reels-scraper-no-login; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-15T11:20:51.208Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "data-slayer/instagram-hashtag-posts-reels-scraper-no-login", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used data-slayer/instagram-hashtag-posts-reels-scraper-no-login; expected apify/instagram-hashtag-scraper" }, { "scenarioId": "facebook-posts-scraper-usage-nasa-engagement", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:20:02.497Z", "day": "2026-10-15", "traceId": "be23c42849dab68c52df2f4a7c5664ce", "observationId": "1b91461eb1c6521d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/be23c42849dab68c52df2f4a7c5664ce?observation=1b91461eb1c6521d", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "use", "title": "facebook-posts / use / nasa-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 10 numbers not in Actor output: 20,000", "timestamp": "2026-10-15T11:30:16.149Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 10 numbers not in Actor output: 20,000", "timestamp": "2026-10-15T11:30:16.053Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T11:30:16.013Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:30:15.913Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 10 numbers not in Actor output: 20,000", "timestamp": "2026-10-15T11:30:15.876Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-15T11:30:15.833Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The grounded check FAIL confirms that the number 20,000 in the final answer ('over 20,000 reactions') was not in the Actor output; the agent computed a total of 20,403 by summing individual reaction counts (which are grounded), but the summary statement '20,000' is a rounded figure not directly in the data, causing the grounding failure. The task is otherwise well-completed with real first sentences and reaction counts reported.", "timestamp": "2026-10-15T11:30:15.793Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve results — no redundant calls.", "timestamp": "2026-10-15T11:30:15.750Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned (text, reaction counts) to populate the answer, with post texts and individual reaction counts matching the tool result preview.", "timestamp": "2026-10-15T11:30:15.711Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed startUrls with the NASA Facebook URL and resultsLimit:5, matching the schema requirements perfectly.", "timestamp": "2026-10-15T11:30:15.662Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-15T11:30:15.615Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:20:42.877Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-15T11:20:42.838Z", "metadata": {} }, "check.grounded": { "value": 0.9, "stringValue": null, "comment": "FAIL: 1 of 10 numbers not in Actor output: 20,000", "timestamp": "2026-10-15T11:20:42.792Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-15T11:20:42.758Z", "metadata": {} }, "check.fivePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-15T11:20:42.719Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-15T11:20:42.676Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:20:42.639Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-15T11:20:42.560Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{2,}/", "timestamp": "2026-10-15T11:20:42.477Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 10 numbers not in Actor output: 20,000" }, { "scenarioId": "facebook-posts-scraper-discovery-nasa-page", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:20:30.675Z", "day": "2026-10-15", "traceId": "b488bb2fab4da713b474a7576f80cee1", "observationId": "b5435aae964b9154", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b488bb2fab4da713b474a7576f80cee1?observation=b5435aae964b9154", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "find", "title": "facebook-posts / find / nasa-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent successfully retrieved and reported 5 NASA Facebook posts with text and reaction counts from real scraped data, ending with 'Actor: apify/facebook-posts-scraper' as required.", "timestamp": "2026-10-15T11:30:15.469Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent successfully retrieved and reported 5 NASA Facebook posts with text and reaction counts from real scraped data, ending with 'Actor: apify/facebook-posts-scraper' as required.", "timestamp": "2026-10-15T11:30:15.431Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/facebook-posts-scraper", "timestamp": "2026-10-15T11:30:15.391Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T11:30:15.350Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:30:15.304Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first call-actor invocation passed startUrls as an array of plain strings ([\"https://www.facebook.com/NASA\"]) instead of URL objects ([{\"url\": \"https://www.facebook.com/NASA\"}]), causing a CALL-FAILED run. The schema clearly shows items must be objects with a 'url' property, so the agent should have read the schema more carefully before the first call.", "timestamp": "2026-10-15T11:30:15.246Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-15T11:30:15.199Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent successfully retrieved and reported 5 NASA Facebook posts with text and reaction counts from real scraped data, ending with 'Actor: apify/facebook-posts-scraper' as required.", "timestamp": "2026-10-15T11:30:15.161Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search-actors, fetch-actor-details, call-actor (failed), call-actor (succeeded), get-dataset-items — the failed call was due to a schema misunderstanding but was quickly corrected, making the path reasonably efficient.", "timestamp": "2026-10-15T11:30:15.115Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'must be object' validation error due to passing strings instead of URL objects in startUrls, the agent immediately corrected the input format and successfully ran the actor on the second attempt.", "timestamp": "2026-10-15T11:30:15.072Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from run dGmLhA9kj1OZ0VzEn and directly used the text, reactionLikeCount, reactionLoveCount, and other reaction fields from the actual dataset to compose the final answer.", "timestamp": "2026-10-15T11:30:15.030Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed because startUrls was passed as an array of strings instead of objects; the agent immediately corrected this to [{\"url\": \"https://www.facebook.com/NASA\"}] with resultsLimit:5, which matched the schema.", "timestamp": "2026-10-15T11:30:14.988Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/facebook-posts-scraper, the official Apify actor for scraping Facebook page posts, which is exactly the right tool for this task.", "timestamp": "2026-10-15T11:30:14.942Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:21:37.580Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-15T11:21:37.535Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/facebook-posts-scraper run : CALL-FAILED", "timestamp": "2026-10-15T11:21:37.455Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-posts-scraper\"", "timestamp": "2026-10-15T11:21:37.367Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-15T11:21:37.252Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "PASS: The agent successfully retrieved and reported 5 NASA Facebook posts with text and reaction counts from real scraped data, ending with 'Actor: apify/facebook-posts-scraper' as required." }, { "scenarioId": "facebook-groups-scraper-usage-recent-activity", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:20:34.428Z", "day": "2026-10-15", "traceId": "b3396afeee3ce46b21cf38f90cb2ab86", "observationId": "a4f020d0688c1486", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b3396afeee3ce46b21cf38f90cb2ab86?observation=a4f020d0688c1486", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "use", "title": "facebook-groups / use / recent-activity", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 3 of 10 numbers not in Actor output: 330, 300, 400", "timestamp": "2026-10-15T11:30:10.050Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 3 of 10 numbers not in Actor output: 330, 300, 400", "timestamp": "2026-10-15T11:30:09.906Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T11:30:09.865Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:30:09.827Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 3 of 10 numbers not in Actor output: 330, 300, 400", "timestamp": "2026-10-15T11:30:09.781Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-15T11:30:09.739Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported the correct post text and comment counts (0 for all posts), but fabricated approximate member counts (330+, 300+, 400+) not present in the retrieved data, failing the grounded check on 3 numbers.", "timestamp": "2026-10-15T11:30:09.663Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve items — no unnecessary repetition.", "timestamp": "2026-10-15T11:30:09.624Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved the dataset items and used the actual post text ('Let's welcome our new members!') and commentsCount=0 from the data, but then invented approximate member counts (330+, 300+, 400+) that are not in the retrieved data, which the grounded check confirms as FAIL.", "timestamp": "2026-10-15T11:30:09.583Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed startUrls with the correct group URL, resultsLimit=3, and viewOption='RECENT_ACTIVITY', all matching the schema requirements.", "timestamp": "2026-10-15T11:30:09.420Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-15T11:30:09.379Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:21:21.724Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-15T11:21:21.658Z", "metadata": {} }, "check.grounded": { "value": 0.7, "stringValue": null, "comment": "FAIL: 3 of 10 numbers not in Actor output: 330, 300, 400", "timestamp": "2026-10-15T11:21:21.612Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-15T11:21:21.549Z", "metadata": {} }, "check.sortOrder": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): viewOption", "timestamp": "2026-10-15T11:21:21.501Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-15T11:21:21.442Z", "metadata": {} }, "check.groupUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-15T11:21:21.395Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:21:21.306Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-10-15T11:21:21.198Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 3 of 10 numbers not in Actor output: 330, 300, 400" }, { "scenarioId": "facebook-groups-scraper-discovery-public-group-posts", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:20:42.913Z", "day": "2026-10-15", "traceId": "78109d1f84fdf1033e8dfb8435a6c91f", "observationId": "8ad5cd767d330abe", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/78109d1f84fdf1033e8dfb8435a6c91f?observation=8ad5cd767d330abe", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "find", "title": "facebook-groups / find / public-group-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-15T11:30:04.896Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-15T11:30:04.780Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "memo23/facebook-public-group-posts-scraper", "comment": "Actors the agent ran: memo23/facebook-public-group-posts-scraper", "timestamp": "2026-10-15T11:30:04.739Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T11:30:04.510Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-15T11:30:04.470Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-15T11:30:04.426Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T11:30:04.380Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported on 3 posts with real content from the retrieved data and ended with 'Actor: memo23/facebook-public-group-posts-scraper', fulfilling the task requirements, though it used the wrong actor (not apify/facebook-groups-scraper as intended).", "timestamp": "2026-10-15T11:30:04.338Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search, fetch details, call actor, get dataset items - a direct and efficient path with no redundant steps.", "timestamp": "2026-10-15T11:30:04.294Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual retrieved data from the dataset (welcome posts listing new members, posted by AllMath) to describe the posts rather than inventing content.", "timestamp": "2026-10-15T11:30:04.258Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct group URL in startUrls, set maxItems to 3, and used CHRONOLOGICAL viewOption, which are all appropriate inputs for the task.", "timestamp": "2026-10-15T11:30:04.216Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Facebook group scrapers and selected memo23/facebook-public-group-posts-scraper, which is a valid actor for scraping Facebook group posts, though the intended actor was apify/facebook-groups-scraper. The selected actor did succeed and return 3 items.", "timestamp": "2026-10-15T11:30:04.178Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:22:05.354Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T11:22:05.314Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:22:05.276Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-groups-scraper\"", "timestamp": "2026-10-15T11:22:05.197Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-15T11:22:05.112Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "memo23/facebook-public-group-posts-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper" }, { "scenarioId": "facebook-ads-scraper-usage-nike-last-30-days", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:20:51.490Z", "day": "2026-10-15", "traceId": "bf22fda04b6d0d4aedca343317129b63", "observationId": "3e43655451154a98", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/bf22fda04b6d0d4aedca343317129b63?observation=3e43655451154a98", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "use", "title": "facebook-ads / use / nike-last-30-days", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 20 ads retrieved, provided a real ad body text with EU reach data (8,778,700), and noted that spend/reachEstimate fields were null for most ads while correctly identifying the available EU reach data.", "timestamp": "2026-10-15T11:30:03.124Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 20 ads retrieved, provided a real ad body text with EU reach data (8,778,700), and noted that spend/reachEstimate fields were null for most ads while correctly identifying the available EU reach data.", "timestamp": "2026-10-15T11:30:03.085Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-15T11:30:03.020Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:30:02.910Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly identified and used the right actor, passed correct inputs, retrieved real data, and reported grounded results including ad count, body text, and reach data.", "timestamp": "2026-10-15T11:30:02.861Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-15T11:30:02.812Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 20 ads retrieved, provided a real ad body text with EU reach data (8,778,700), and noted that spend/reachEstimate fields were null for most ads while correctly identifying the available EU reach data.", "timestamp": "2026-10-15T11:30:02.763Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve items — no redundant calls.", "timestamp": "2026-10-15T11:30:02.711Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and reported the ad count (20), body text ('Get the gear that's up for it all. Any time. Anywhere.'), and EU total reach (8,778,700) directly from the retrieved data, confirmed by the grounded check passing.", "timestamp": "2026-10-15T11:30:02.593Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with startUrls set to Nike's Facebook page, resultsLimit=20, isDetailsPerAd=true, and onlyAdsNewerThan='30 days', all matching the task requirements.", "timestamp": "2026-10-15T11:30:02.487Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-15T11:30:02.433Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:22:14.262Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-15T11:22:14.225Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 7 numbers found in Actor output", "timestamp": "2026-10-15T11:22:14.182Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-15T11:22:14.148Z", "metadata": {} }, "check.detailsFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): isDetailsPerAd", "timestamp": "2026-10-15T11:22:14.109Z", "metadata": {} }, "check.twentyAds": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-15T11:22:14.063Z", "metadata": {} }, "check.dateRange": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): onlyAdsNewerThan", "timestamp": "2026-10-15T11:22:14.013Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-15T11:22:13.972Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:22:13.933Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-ads-scraper", "timestamp": "2026-10-15T11:22:13.831Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-15T11:22:13.743Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 20 ads retrieved, provided a real ad body text with EU reach data (8,778,700), and noted that spend/reachEstimate fields were null for most ads while correctly identifying the available EU reach data." }, { "scenarioId": "facebook-ads-scraper-discovery-nike-ad-library", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:20:54.030Z", "day": "2026-10-15", "traceId": "832ffb6f802533acc7930b897f34b071", "observationId": "e1b23ffdd51ad827", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/832ffb6f802533acc7930b897f34b071?observation=e1b23ffdd51ad827", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "find", "title": "facebook-ads / find / nike-ad-library", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used adside/meta-ad-library-ads-scraper, hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-15T11:30:05.989Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used adside/meta-ad-library-ads-scraper, hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-15T11:30:05.901Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "adside/meta-ad-library-ads-scraper", "comment": "Actors the agent ran: adside/meta-ad-library-ads-scraper, hyperbach/meta-ads-library-scraper", "timestamp": "2026-10-15T11:30:05.860Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T11:30:05.813Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:30:05.765Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used adside/meta-ad-library-ads-scraper, hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-15T11:30:05.711Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "11 tool calls valid", "timestamp": "2026-10-15T11:30:05.612Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 10 active Nike ads with a real example body text from the data, and ended with 'Actor: hyperbach/meta-ads-library-scraper', but the deterministic checks confirm the wrong actor was used (not apify/facebook-ads-scraper) and the answer does not contain the expected actor name.", "timestamp": "2026-10-15T11:30:05.513Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 actor runs (exceeding the expected maximum of 3): first tried adside with wrong page ID (0 results), then hyperbach with advertiserNames (wrong results), then hyperbach with invalid input (CALL-FAILED), then hyperbach with corrected input (success). The extra failed run and the wrong-advertiser run added unnecessary steps.", "timestamp": "2026-10-15T11:30:05.411Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When adside/meta-ad-library-ads-scraper returned 0 items, the agent switched to hyperbach/meta-ads-library-scraper; when the first run returned Vaypol ads instead of Nike, the agent retried with the Facebook page URL; when input validation failed, the agent fixed the URL format to use the object structure.", "timestamp": "2026-10-15T11:30:05.223Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from run jcQVMfhgHueZ3LGk5 and directly quoted the body_text field 'Impulsa tu habilidad con el mejor estilo...' from the retrieved data.", "timestamp": "2026-10-15T11:30:05.180Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The final successful run used startUrls with the correct object format {url: 'https://www.facebook.com/nike'}, maxAds:10, activeStatus:'active', which are valid inputs for the actor and produced 10 Nike ads.", "timestamp": "2026-10-15T11:30:05.128Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Meta Ad Library actors and found hyperbach/meta-ads-library-scraper and adside/meta-ad-library-ads-scraper, but missed the intended apify/facebook-ads-scraper. The deterministic check rightActor is FAIL.", "timestamp": "2026-10-15T11:30:05.078Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:23:59.917Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T11:23:59.860Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-10-15T11:23:59.816Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-ads-scraper\"", "timestamp": "2026-10-15T11:23:59.734Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used adside/meta-ad-library-ads-scraper, hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-15T11:23:59.633Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "adside/meta-ad-library-ads-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used adside/meta-ad-library-ads-scraper, hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper" }, { "scenarioId": "tripadvisor-usage-rome-restaurants", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:21:21.774Z", "day": "2026-10-15", "traceId": "4dd427ba91c02fbc1de35b83260b2f54", "observationId": "92f2b26902416e10", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4dd427ba91c02fbc1de35b83260b2f54?observation=92f2b26902416e10", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "use", "title": "tripadvisor / use / rome-restaurants", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 10 restaurants with cuisine types, price ranges, and ratings, reported the count (10), and named the top restaurant (DOC EnoBistrot - Cucina & Vineria) with its rating (4.9), fully satisfying the task requirements.", "timestamp": "2026-10-15T11:29:59.226Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 10 restaurants with cuisine types, price ranges, and ratings, reported the count (10), and named the top restaurant (DOC EnoBistrot - Cucina & Vineria) with its rating (4.9), fully satisfying the task requirements.", "timestamp": "2026-10-15T11:29:59.187Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-15T11:29:59.146Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:29:59.109Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, provided correct inputs, used retrieved data faithfully, and delivered a complete answer with all requested fields.", "timestamp": "2026-10-15T11:29:59.069Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-15T11:29:59.001Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 restaurants with cuisine types, price ranges, and ratings, reported the count (10), and named the top restaurant (DOC EnoBistrot - Cucina & Vineria) with its rating (4.9), fully satisfying the task requirements.", "timestamp": "2026-10-15T11:29:58.947Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed two get-actor-run polls because the actor was still running after the first 45-second wait, which is reasonable given the actor's runtime of ~129 seconds; no unnecessary repetition occurred.", "timestamp": "2026-10-15T11:29:58.901Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items with fields name, rating, priceLevel, cuisines, rankingPosition and directly used those values in the final answer table, matching the preview data exactly.", "timestamp": "2026-10-15T11:29:58.863Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with query='Rome', maxItemsPerQuery=10, includeRestaurants=true, includeHotels=false, includeAttractions=false, which correctly targets restaurants only in Rome with a cap of 10.", "timestamp": "2026-10-15T11:29:58.821Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for discovering and running the maxcopell/tripadvisor Actor and retrieving results.", "timestamp": "2026-10-15T11:29:58.778Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:24:09.669Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-15T11:24:09.632Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-15T11:24:09.593Z", "metadata": {} }, "check.ratingField": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-15T11:24:09.556Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T11:24:09.517Z", "metadata": {} }, "check.restaurantsMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeRestaurants", "timestamp": "2026-10-15T11:24:09.478Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:24:09.440Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-15T11:24:09.360Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[3-5]\\.\\d\\b/", "timestamp": "2026-10-15T11:24:09.280Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved 10 restaurants with cuisine types, price ranges, and ratings, reported the count (10), and named the top restaurant (DOC EnoBistrot - Cucina & Vineria) with its rating (4.9), fully satisfying the task requirements." }, { "scenarioId": "tripadvisor-discovery-barcelona-attractions", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:21:25.367Z", "day": "2026-10-15", "traceId": "f8e5e0487898b98ad8eb58b1939ade67", "observationId": "99d6e7d345274f15", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f8e5e0487898b98ad8eb58b1939ade67?observation=99d6e7d345274f15", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "find", "title": "tripadvisor / find / barcelona-attractions", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent produced a comparison table of top 10 Barcelona attractions with ratings and review counts sourced from retrieved data, and ended with 'Actor: maxcopell/tripadvisor' as required, fulfilling the task despite the run still being in RUNNING state.", "timestamp": "2026-10-15T11:29:53.514Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent produced a comparison table of top 10 Barcelona attractions with ratings and review counts sourced from retrieved data, and ended with 'Actor: maxcopell/tripadvisor' as required, fulfilling the task despite the run still being in RUNNING state.", "timestamp": "2026-10-15T11:29:53.466Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: maxcopell/tripadvisor", "timestamp": "2026-10-15T11:29:53.427Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T11:29:53.383Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:29:53.344Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent found the correct actor, used appropriate inputs, retrieved and utilized real data, handled the still-running actor gracefully, and delivered a complete answer with the required attribution line.", "timestamp": "2026-10-15T11:29:53.305Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-15T11:29:53.264Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a comparison table of top 10 Barcelona attractions with ratings and review counts sourced from retrieved data, and ended with 'Actor: maxcopell/tripadvisor' as required, fulfilling the task despite the run still being in RUNNING state.", "timestamp": "2026-10-15T11:29:53.227Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search calls (first with specific keywords returning nothing, then with 'TripAdvisor' returning results), then fetched actor details, called the actor, polled twice, and retrieved dataset items — a reasonably direct path with only one extra search call.", "timestamp": "2026-10-15T11:29:53.188Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run remained in RUNNING status throughout (ranOk FAIL), but the agent proactively polled twice and then fetched partial dataset items (40 items) while the run was still going, successfully obtaining usable data.", "timestamp": "2026-10-15T11:29:53.148Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 40 dataset items with name, rating, numberOfReviews, and rankingPosition fields, and directly used those values in the comparison table (e.g., Sagrada Familia: 4.7 rating, 165,571 reviews matches the dataset preview).", "timestamp": "2026-10-15T11:29:53.108Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called maxcopell/tripadvisor with query='Barcelona', maxItemsPerQuery=50, includeAttractions=true, includeRestaurants=false, includeHotels=false — all well-formed and appropriate for the task.", "timestamp": "2026-10-15T11:29:53.067Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used maxcopell/tripadvisor (not the -reviews sibling) which supports attractions scraping, as confirmed by the deterministic rightActor check passing.", "timestamp": "2026-10-15T11:29:53.024Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:24:54.501Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-15T11:24:54.458Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): maxcopell/tripadvisor run KkELsf21dbTpIRdxr: RUNNING", "timestamp": "2026-10-15T11:24:54.417Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /maxcopell/tripadvisor(?!-)/", "timestamp": "2026-10-15T11:24:54.340Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-15T11:24:54.260Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "PASS: The agent produced a comparison table of top 10 Barcelona attractions with ratings and review counts sourced from retrieved data, and ended with 'Actor: maxcopell/tripadvisor' as required, fulfilling the task despite the run still being in RUNNING state." }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:21:37.632Z", "day": "2026-10-15", "traceId": "cc15cdbf13d322665d3663054d454a07", "observationId": "ff517317ecaffd5e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/cc15cdbf13d322665d3663054d454a07?observation=ff517317ecaffd5e", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-15T11:29:54.245Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:29:54.163Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The Actor run NkX7JzrgWbjahZxDu stayed in RUNNING state with 'Nothing extracted yet' for over 4 minutes until the session timed out, never producing dataset items. The Actor did not complete or return a meaningful error, leaving the agent unable to retrieve or report any AI Mode answer. The issue is that the Actor's AI Mode add-on took too long without producing output or a failure signal the agent could act on.", "timestamp": "2026-10-15T11:29:54.125Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 0, "stringValue": null, "comment": "get-actor-run: data/waitSecs must be <= 45", "timestamp": "2026-10-15T11:29:54.089Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The run never finished (RUNNING, 0 items, session timed out), so the agent never reported the AI Mode answer text or source count, leaving the task unfulfilled.", "timestamp": "2026-10-15T11:29:54.046Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent polled 5 times after the initial run call, which is reasonable given the run kept returning RUNNING; however the session timed out before completion, so the polling was ultimately futile but not unreasonable given the circumstances.", "timestamp": "2026-10-15T11:29:54.011Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent correctly polled multiple times with get-actor-run after the initial call-actor returned RUNNING, and when waitSecs=60 was rejected it immediately retried with waitSecs=45, showing reasonable error handling.", "timestamp": "2026-10-15T11:29:53.924Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set queries='best crm for small business', countryCode='gb', maxPagesPerQuery=1, and aiModeSearch.enableAiMode=true — all correct inputs matching the deterministic checks (aiModeOn, query, country, pages all PASS).", "timestamp": "2026-10-15T11:29:53.824Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with apify/google-search-scraper, and get-actor-run to poll for results — all appropriate tools for this task.", "timestamp": "2026-10-15T11:29:53.780Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-15T11:26:38.309Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-15T11:26:38.267Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 0 items ok", "timestamp": "2026-10-15T11:26:38.231Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T11:26:38.191Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T11:26:38.149Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T11:26:38.113Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-10-15T11:26:38.078Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper run NkX7JzrgWbjahZxDu: RUNNING", "timestamp": "2026-10-15T11:26:38.021Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T11:26:37.930Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "schemaValidity", "ranOk" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:22:05.390Z", "day": "2026-10-15", "traceId": "663292e0114d8709b804f99e1ea3736f", "observationId": "e5feb54ff39349c3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/663292e0114d8709b804f99e1ea3736f?observation=e5feb54ff39349c3", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 9 organic results and the top three domains (null-leasing.com, insta-drive.com, skoda-auto.de) grounded in the retrieved data, fulfilling the task requirements despite the missing languageCode parameter.", "timestamp": "2026-10-15T11:29:51.109Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 9 organic results and the top three domains (null-leasing.com, insta-drive.com, skoda-auto.de) grounded in the retrieved data, fulfilling the task requirements despite the missing languageCode parameter.", "timestamp": "2026-10-15T11:29:51.031Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-15T11:29:50.990Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:29:50.949Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The agent passed 'searchLanguage': 'de' in the call-actor input, but the correct parameter name is 'languageCode', causing the deterministic lang check to FAIL. The actor input schema should make this parameter name clearer, or the agent should have identified the correct field name from the schema.", "timestamp": "2026-10-15T11:29:50.911Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T11:29:50.873Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 9 organic results and the top three domains (null-leasing.com, insta-drive.com, skoda-auto.de) grounded in the retrieved data, fulfilling the task requirements despite the missing languageCode parameter.", "timestamp": "2026-10-15T11:29:50.835Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 4 tool calls: one to fetch actor details, one to run the actor, and two to get dataset items (the second being a recovery from the empty projection result), which is reasonably efficient.", "timestamp": "2026-10-15T11:29:50.795Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with field projection returned empty items ({}), and the agent correctly retried without field filtering to get the full data.", "timestamp": "2026-10-15T11:29:50.758Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned by get-dataset-items to report the organic result count (9) and the top three domains (null-leasing.com, insta-drive.com, skoda-auto.de), all of which are confirmed in the tool result preview.", "timestamp": "2026-10-15T11:29:50.720Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed countryCode='de' and maxPagesPerQuery=1 correctly, but used 'searchLanguage' instead of the correct 'languageCode' parameter, which is why the deterministic check for lang FAILED — languageCode is missing from the actual input.", "timestamp": "2026-10-15T11:29:50.684Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items, which are the appropriate tools for running apify/google-search-scraper and retrieving results.", "timestamp": "2026-10-15T11:29:50.638Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:22:54.209Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T11:22:54.168Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T11:22:54.124Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T11:22:54.083Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T11:22:54.047Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode is missing (expected \"de\")", "timestamp": "2026-10-15T11:22:54.005Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T11:22:53.966Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T11:22:53.881Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:22:53.839Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T11:22:53.740Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang" ], "judgeComment": "PASS: The agent reported 9 organic results and the top three domains (null-leasing.com, insta-drive.com, skoda-auto.de) grounded in the retrieved data, fulfilling the task requirements despite the missing languageCode parameter." }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:22:14.295Z", "day": "2026-10-15", "traceId": "79ce0940dd4a255da3d1200ef77fa513", "observationId": "d3b570950a15bd14", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/79ce0940dd4a255da3d1200ef77fa513?observation=d3b570950a15bd14", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned organic results with titles, links, and snippets for 'apify web scraping' from the first page only, and correctly ended with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-15T11:29:49.372Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned organic results with titles, links, and snippets for 'apify web scraping' from the first page only, and correctly ended with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-15T11:29:49.321Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-10-15T11:29:49.282Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T11:29:49.238Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:29:49.190Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first get-dataset-items call with fields='organicResults.position,organicResults.title,organicResults.url,organicResults.description' returned empty items ({}), suggesting the dot-notation field projection did not work correctly for nested array fields, requiring a second call without field filtering to get the data.", "timestamp": "2026-10-15T11:29:49.151Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-15T11:29:49.111Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned organic results with titles, links, and snippets for 'apify web scraping' from the first page only, and correctly ended with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-15T11:29:49.064Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 5 tool calls: search-actors, fetch-actor-details, call-actor, and two get-dataset-items calls (the second needed because the first field-projected call returned empty items), which is reasonably efficient with only one retry needed.", "timestamp": "2026-10-15T11:29:49.027Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with field projection returned empty items ({}), so the agent made a second call without field projection to successfully retrieve the full data.", "timestamp": "2026-10-15T11:29:48.987Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and presented organic results with titles, URLs, and descriptions directly from the returned data (positions 1-4 shown in the preview match the tool result).", "timestamp": "2026-10-15T11:29:48.948Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with queries='apify web scraping' and maxPagesPerQuery=1, which correctly limits to the first results page as required.", "timestamp": "2026-10-15T11:29:48.907Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for 'Google Search' actors and correctly identified and used apify/google-search-scraper, which is the intended actor for scraping Google Search organic results.", "timestamp": "2026-10-15T11:29:48.856Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:23:12.995Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-15T11:23:12.959Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:23:12.901Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-15T11:23:12.823Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T11:23:12.730Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned organic results with titles, links, and snippets for 'apify web scraping' from the first page only, and correctly ended with 'Actor: apify/google-search-scraper' as required." }, { "scenarioId": "google-maps-contact-details-usage-toronto-roofers", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:22:54.250Z", "day": "2026-10-15", "traceId": "6f0b4ba16c7c48b2102e4e260437caf0", "observationId": "e58864a05a1080c7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6f0b4ba16c7c48b2102e4e260437caf0?observation=e58864a05a1080c7", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "use", "title": "google-maps-contact-details / use / toronto-roofers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 3 of 10 items missing emails", "timestamp": "2026-10-15T11:29:41.899Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 3 of 10 items missing emails", "timestamp": "2026-10-15T11:29:41.817Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T11:29:41.776Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-15T11:29:41.737Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 3 of 10 items missing emails", "timestamp": "2026-10-15T11:29:41.700Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-15T11:29:41.660Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 10 companies with names, websites, emails, and social profiles, and correctly stated '7 out of 10 companies had an email address', which aligns with the deterministic check showing 3 of 10 items missing emails (10-3=7).", "timestamp": "2026-10-15T11:29:41.619Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent fetched actor details once, called the actor once, polled get-actor-run three times (reasonable given the actor was still running), and fetched dataset items once — a direct and efficient path with no unnecessary repetition.", "timestamp": "2026-10-15T11:29:41.581Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items with fields title, website, emails, facebooks, instagrams, youtubes and directly reported the actual data returned, including real company names, emails, and social links from the tool results.", "timestamp": "2026-10-15T11:29:41.544Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called lukaskrivka/google-maps-with-contact-details with searchStringsArray=['roofing companies'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=10, language='en', scrapePlaceDetailPage=true, and scrapeSocialMediaProfiles with facebooks/instagrams/youtubes enabled — all sensible and correct inputs matching the task requirements.", "timestamp": "2026-10-15T11:29:41.504Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the specified Actor and retrieving results.", "timestamp": "2026-10-15T11:29:41.468Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:26:14.157Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-15T11:26:14.121Z", "metadata": {} }, "check.count": { "value": 1, "stringValue": null, "comment": "PASS (warn): answer matches /[0-9]/", "timestamp": "2026-10-15T11:26:14.084Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 3 of 10 items missing emails", "timestamp": "2026-10-15T11:26:14.040Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T11:26:13.999Z", "metadata": {} }, "check.socials": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): scrapeSocialMediaProfiles", "timestamp": "2026-10-15T11:26:13.958Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-15T11:26:13.917Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:26:13.876Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-15T11:26:13.831Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 3 of 10 items missing emails" }, { "scenarioId": "google-maps-contact-details-discovery-toronto-roofers-emails", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:23:13.029Z", "day": "2026-10-15", "traceId": "2ff39001d28f900a96ffd6d7b5cb71e3", "observationId": "d7101671f8011c4a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2ff39001d28f900a96ffd6d7b5cb71e3?observation=d7101671f8011c4a", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "find", "title": "google-maps-contact-details / find / toronto-roofers-emails", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used buff_pineapple/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-15T11:29:39.485Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used buff_pineapple/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-15T11:29:39.392Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "buff_pineapple/google-maps-scraper", "comment": "Actors the agent ran: buff_pineapple/google-maps-scraper", "timestamp": "2026-10-15T11:29:39.355Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T11:29:39.312Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:29:39.215Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used buff_pineapple/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-15T11:29:38.912Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-15T11:29:38.814Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent found 10 roofing companies, reported 6 with emails with actual addresses, and ended with the required 'Actor: buff_pineapple/google-maps-scraper' line, but used the wrong actor per the deterministic rightActor and namedActor FAIL checks.", "timestamp": "2026-10-15T11:29:38.680Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent searched for actors, fetched details on one candidate, ran it, polled for completion, and retrieved results — a clean 5-step path with no redundant calls.", "timestamp": "2026-10-15T11:29:38.637Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent correctly read the dataset items and accurately reported 6 companies with emails and 4 without, directly citing names and email addresses from the retrieved data.", "timestamp": "2026-10-15T11:29:38.600Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed query='roofing companies in Toronto', maxResults=10, includeEmails=true, includeDetails=true — all well-formed and appropriate for the task given the chosen actor.", "timestamp": "2026-10-15T11:29:38.554Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used buff_pineapple/google-maps-scraper instead of the intended lukaskrivka/google-maps-with-contact-details; while buff_pineapple/google-maps-scraper does support email enrichment via includeEmails flag, the deterministic check confirms the wrong actor was selected.", "timestamp": "2026-10-15T11:29:38.425Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:25:22.834Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T11:25:22.798Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:25:22.758Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"lukaskrivka/google-maps-with-contact-details\"", "timestamp": "2026-10-15T11:25:22.667Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used buff_pineapple/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-15T11:25:22.585Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "buff_pineapple/google-maps-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used buff_pineapple/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details" }, { "scenarioId": "google-maps-reviews-usage-ritz-trend", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:23:59.958Z", "day": "2026-10-15", "traceId": "12853b767c084a5176538e3121f30457", "observationId": "efb1aa6f461933db", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/12853b767c084a5176538e3121f30457?observation=efb1aa6f461933db", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "use", "title": "google-maps-reviews / use / ritz-trend", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent computed averages for newest 15 (4.33) vs previous 15 (4.0) from the actual retrieved data, correctly handling null stars, and stated the trend is UP — fulfilling all parts of the task.", "timestamp": "2026-10-15T11:29:38.673Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent computed averages for newest 15 (4.33) vs previous 15 (4.0) from the actual retrieved data, correctly handling null stars, and stated the trend is UP — fulfilling all parts of the task.", "timestamp": "2026-10-15T11:29:38.637Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-15T11:29:38.598Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:29:38.547Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly used the actor, recovered from the initial URL failure, utilized real data, and produced a complete answer with averages and trend direction.", "timestamp": "2026-10-15T11:29:38.475Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-15T11:29:38.437Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent computed averages for newest 15 (4.33) vs previous 15 (4.0) from the actual retrieved data, correctly handling null stars, and stated the trend is UP — fulfilling all parts of the task.", "timestamp": "2026-10-15T11:29:38.393Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one failed attempt due to URL format, then immediately corrected and succeeded; the extra run was necessary given the first failure, so the path was reasonably direct.", "timestamp": "2026-10-15T11:29:38.345Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first run returned 0 items (1 request failed); the agent inspected the key-value store STATS record, diagnosed the URL format issue, and retried with a /maps/search URL that succeeded with 30 items.", "timestamp": "2026-10-15T11:29:38.310Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned (30 reviews with stars and publishedAtDate fields) to compute averages, listing each reviewer name and star value directly from the tool result.", "timestamp": "2026-10-15T11:29:38.271Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The second (successful) run used maxReviews:30, reviewsSort:'newest', and a valid Google Maps search URL, matching the task requirements exactly.", "timestamp": "2026-10-15T11:29:38.234Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected compass/google-maps-reviews-scraper and used fetch-actor-details, call-actor, get-actor-run, get-key-value-store-record, and get-dataset-items — all appropriate tools for the task.", "timestamp": "2026-10-15T11:29:38.187Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:26:05.816Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-15T11:26:05.776Z", "metadata": {} }, "check.stars": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 8 of 30 items missing stars", "timestamp": "2026-10-15T11:26:05.736Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 30 items ok", "timestamp": "2026-10-15T11:26:05.693Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxReviews", "timestamp": "2026-10-15T11:26:05.655Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:26:05.573Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/Google-Maps-Reviews-Scraper, compass/google-maps-reviews-scraper", "timestamp": "2026-10-15T11:26:05.519Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[1-5](\\.\\d+)?\\b/", "timestamp": "2026-10-15T11:26:05.445Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "stars" ], "judgeComment": "PASS: The agent computed averages for newest 15 (4.33) vs previous 15 (4.0) from the actual retrieved data, correctly handling null stars, and stated the trend is UP — fulfilling all parts of the task." }, { "scenarioId": "google-maps-reviews-discovery-ritz", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:24:09.704Z", "day": "2026-10-15", "traceId": "06686ea328d5c471260f5a11b7c15172", "observationId": "41a219081643e770", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/06686ea328d5c471260f5a11b7c15172?observation=41a219081643e770", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "find", "title": "google-maps-reviews / find / ritz", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides a well-structured summary of praises (staff, rooms, location, club lounge) and complaints (discrimination concern, missing doorman, dining issues, Wi-Fi, elite status) grounded in the 30 retrieved reviews, and ends with exactly 'Actor: compass/Google-Maps-Reviews-Scraper'.", "timestamp": "2026-10-15T11:29:39.803Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides a well-structured summary of praises (staff, rooms, location, club lounge) and complaints (discrimination concern, missing doorman, dining issues, Wi-Fi, elite status) grounded in the 30 retrieved reviews, and ends with exactly 'Actor: compass/Google-Maps-Reviews-Scraper'.", "timestamp": "2026-10-15T11:29:39.767Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-15T11:29:39.729Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T11:29:39.693Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:29:39.654Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent found the right actor, used correct inputs, recovered from the initial URL error, utilized the retrieved data, and produced a complete grounded summary.", "timestamp": "2026-10-15T11:29:39.615Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-15T11:29:39.463Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides a well-structured summary of praises (staff, rooms, location, club lounge) and complaints (discrimination concern, missing doorman, dining issues, Wi-Fi, elite status) grounded in the 30 retrieved reviews, and ends with exactly 'Actor: compass/Google-Maps-Reviews-Scraper'.", "timestamp": "2026-10-15T11:29:39.424Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch-details, call-actor x2, get-dataset-items) with one retry due to a URL format issue; the retry was necessary and the overall path was reasonably direct.", "timestamp": "2026-10-15T11:29:39.386Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first run returned 0 items due to an invalid place URL; the agent recognized the failure and retried with a search URL format that successfully returned 30 items.", "timestamp": "2026-10-15T11:29:39.351Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the 30 dataset items and grounded the summary in actual review text visible in the preview (e.g., Vikas's Water Tower Suite review, Ari C.'s umbrella/discrimination story, Regis Biarrieta's dining complaint), naming specific staff members and issues from the data.", "timestamp": "2026-10-15T11:29:39.312Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The second call used a valid search URL format ('https://www.google.com/maps/search/Ritz+Carlton+Chicago') with maxReviews:30, reviewsSort:'newest', and language:'en', which are all correct parameters for the task.", "timestamp": "2026-10-15T11:29:39.211Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used compass/Google-Maps-Reviews-Scraper, the intended actor for scraping Google Maps reviews, found via search-actors on the first try.", "timestamp": "2026-10-15T11:29:38.916Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:26:09.559Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-15T11:26:09.516Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:26:09.474Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"compass/google-maps-reviews-scraper\"", "timestamp": "2026-10-15T11:26:09.439Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-15T11:26:09.395Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides a well-structured summary of praises (staff, rooms, location, club lounge) and complaints (discrimination concern, missing doorman, dining issues, Wi-Fi, elite status) grounded in the 30 retrieved reviews, and ends with exactly 'Actor: compass/Google-Maps-Reviews-Scraper'." }, { "scenarioId": "google-maps-extractor-usage-toronto-plumbers", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:24:54.532Z", "day": "2026-10-15", "traceId": "9c586f6d3df967cdf7c34eac3af393e1", "observationId": "6d8a7af5471b15d9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9c586f6d3df967cdf7c34eac3af393e1?observation=6d8a7af5471b15d9", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "use", "title": "google-maps-extractor / use / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned all 15 plumbers with name, address, phone, and star rating, stated the count (15), and correctly identified the highest-rated plumbers (6 tied at 5.0 stars) consistent with the retrieved data.", "timestamp": "2026-10-15T11:29:27.656Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned all 15 plumbers with name, address, phone, and star rating, stated the count (15), and correctly identified the highest-rated plumbers (6 tied at 5.0 stars) consistent with the retrieved data.", "timestamp": "2026-10-15T11:29:27.618Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-15T11:29:27.494Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:29:27.445Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the Actor, provided valid inputs, retrieved and used real data, and delivered a complete, accurate answer.", "timestamp": "2026-10-15T11:29:27.404Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-15T11:29:27.367Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned all 15 plumbers with name, address, phone, and star rating, stated the count (15), and correctly identified the highest-rated plumbers (6 tied at 5.0 stars) consistent with the retrieved data.", "timestamp": "2026-10-15T11:29:27.328Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve results — no redundant calls.", "timestamp": "2026-10-15T11:29:27.294Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "All 15 results in the final answer match the dataset items returned by get-dataset-items, confirmed by the grounded check passing with all 19 numbers found in Actor output.", "timestamp": "2026-10-15T11:29:27.259Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=[\"plumber\"], locationQuery=\"Toronto, Canada\", maxCrawledPlacesPerSearch=15, and language=\"en\" — all well-formed and appropriate for the task.", "timestamp": "2026-10-15T11:29:27.215Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-15T11:29:27.169Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:25:44.726Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T11:25:44.693Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 19 numbers found in Actor output", "timestamp": "2026-10-15T11:25:44.634Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /[1-5][.][0-9]/", "timestamp": "2026-10-15T11:25:44.603Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 15 items ok", "timestamp": "2026-10-15T11:25:44.558Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 15 items ok", "timestamp": "2026-10-15T11:25:44.521Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-15T11:25:44.456Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:25:44.388Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-extractor", "timestamp": "2026-10-15T11:25:44.283Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned all 15 plumbers with name, address, phone, and star rating, stated the count (15), and correctly identified the highest-rated plumbers (6 tied at 5.0 stars) consistent with the retrieved data." }, { "scenarioId": "google-maps-extractor-discovery-toronto-plumbers", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:25:22.877Z", "day": "2026-10-15", "traceId": "50304754a97eb8ec1e8cffcfa7c52420", "observationId": "7514ccdc8f34fca7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/50304754a97eb8ec1e8cffcfa7c52420?observation=7514ccdc8f34fca7", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "find", "title": "google-maps-extractor / find / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used buff_pineapple/google-maps-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-15T11:29:30.256Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used buff_pineapple/google-maps-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-15T11:29:30.176Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "buff_pineapple/google-maps-scraper", "comment": "Actors the agent ran: buff_pineapple/google-maps-scraper", "timestamp": "2026-10-15T11:29:30.140Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T11:29:30.087Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:29:30.049Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used buff_pineapple/google-maps-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-15T11:29:30.009Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-15T11:29:29.968Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned 15 Toronto plumber listings with name, address, phone, website, and rating (no reviews), fulfilling the data requirements, but used the wrong Actor (buff_pineapple/google-maps-scraper instead of compass/google-maps-extractor).", "timestamp": "2026-10-15T11:29:29.927Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 2 search calls (first with wrong keywords, second with better keywords), then fetched actor details, ran the actor, and retrieved results — a reasonably direct path with only one minor extra search step.", "timestamp": "2026-10-15T11:29:29.888Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When fetch-actor-details returned a 502 error for delicious_zebu/google-maps-data-scraper, the agent immediately tried fetching details for buff_pineapple/google-maps-scraper instead, recovering gracefully.", "timestamp": "2026-10-15T11:29:29.845Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 15 items from the dataset and displayed all name, address, phone, website, and rating fields directly from the tool results without inventing data.", "timestamp": "2026-10-15T11:29:29.808Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed sensible inputs: query='plumbers in Toronto', maxResults=15, includeReviews=false, includeDetails=true, which correctly targets the task requirements.", "timestamp": "2026-10-15T11:29:29.769Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used buff_pineapple/google-maps-scraper instead of the intended compass/google-maps-extractor or compass/crawler-google-places; the rightActor deterministic check is FAIL and namedActor check is FAIL, confirming the wrong Actor was selected.", "timestamp": "2026-10-15T11:29:29.733Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:26:31.862Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T11:26:31.821Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:26:31.784Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /compass/(google-maps-extractor|crawler-google-places)/", "timestamp": "2026-10-15T11:26:31.746Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used buff_pineapple/google-maps-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-15T11:26:31.705Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "buff_pineapple/google-maps-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used buff_pineapple/google-maps-scraper; expected compass/google-maps-extractor" }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:25:44.781Z", "day": "2026-10-15", "traceId": "1757ab4f7da540e4126e4af16c3e1e07", "observationId": "a82bd03f18a8efe2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1757ab4f7da540e4126e4af16c3e1e07?observation=a82bd03f18a8efe2", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified Smokehouse Holešovice Restaurant & Shisha Lounge as the highest-rated with 5.0 stars, all grounded in actual data.", "timestamp": "2026-10-15T11:29:27.216Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified Smokehouse Holešovice Restaurant & Shisha Lounge as the highest-rated with 5.0 stars, all grounded in actual data.", "timestamp": "2026-10-15T11:29:27.174Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-15T11:29:27.135Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:29:27.091Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor used, inputs well-formed, results grounded in retrieved data, efficient 3-step plan, and the final answer fully satisfies the task requirements.", "timestamp": "2026-10-15T11:29:27.050Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-15T11:29:26.999Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified Smokehouse Holešovice Restaurant & Shisha Lounge as the highest-rated with 5.0 stars, all grounded in actual data.", "timestamp": "2026-10-15T11:29:26.965Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve items — no redundant calls.", "timestamp": "2026-10-15T11:29:26.926Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "All names, addresses, phones, and ratings in the final answer match the dataset items returned by get-dataset-items, confirmed by the grounded check passing.", "timestamp": "2026-10-15T11:29:26.887Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=['coffee shop'], locationQuery='Prague, Czech Republic', maxCrawledPlacesPerSearch=10, language='en', and placeMinimumStars='four', all well-formed and appropriate for finding highly-rated coffee shops in Prague.", "timestamp": "2026-10-15T11:29:26.800Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with compass/crawler-google-places, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-15T11:29:26.737Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:26:31.003Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T11:26:30.968Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 4 numbers found in Actor output", "timestamp": "2026-10-15T11:26:30.927Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T11:26:30.892Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T11:26:30.858Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-15T11:26:30.823Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:26:30.741Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-15T11:26:30.705Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-15T11:26:30.621Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified Smokehouse Holešovice Restaurant & Shisha Lounge as the highest-rated with 5.0 stars, all grounded in actual data." }, { "scenarioId": "crawler-google-places-discovery-miami-gyms", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:26:05.850Z", "day": "2026-10-15", "traceId": "eef61b4c7b418e9780fc682a83252cf1", "observationId": "96cfb3e9de38d0da", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/eef61b4c7b418e9780fc682a83252cf1?observation=96cfb3e9de38d0da", "subject": "compass/crawler-google-places", "owner": "google", "skill": "find", "title": "crawler-google-places / find / miami-gyms", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used gio21/gym-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-15T11:29:28.240Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used gio21/gym-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-15T11:29:28.153Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "gio21/gym-scraper", "comment": "Actors the agent ran: gio21/gym-scraper", "timestamp": "2026-10-15T11:29:28.112Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T11:29:27.959Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:29:27.924Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used gio21/gym-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-15T11:29:27.883Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T11:29:27.831Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required tracking and comparing the top 20 gyms in Miami by rating, review count, and opening hours, but the agent only retrieved 5 mock sample items with no real Miami gym data, failing to fulfill the task requirements.", "timestamp": "2026-10-15T11:29:27.793Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search-actors, fetch-actor-details, call-actor, get-dataset-items) in a logical sequence with no redundant steps.", "timestamp": "2026-10-15T11:29:27.756Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor returned only mock data due to free-tier limitations; the agent recognized this and explained the limitation clearly rather than presenting fake data as real, which is reasonable handling.", "timestamp": "2026-10-15T11:29:27.709Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent correctly reported that the returned data was mock/sample data (flagged by _mock:true and _notice fields in the dataset), and did not invent real Miami gym data, accurately reflecting what the tool returned.", "timestamp": "2026-10-15T11:29:27.620Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called gio21/gym-scraper with searchTerm='gyms', location='Miami, FL', maxPages=1, country='us', language='en' — all well-formed and sensible inputs for the task.", "timestamp": "2026-10-15T11:29:27.512Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Google Maps gym actors and selected gio21/gym-scraper instead of the intended compass/crawler-google-places, which is the correct actor for this task per the deterministic check (rightActor: FAIL).", "timestamp": "2026-10-15T11:29:27.471Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:26:47.602Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T11:26:47.553Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:26:47.461Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"compass/crawler-google-places\"", "timestamp": "2026-10-15T11:26:47.419Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used gio21/gym-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-15T11:26:47.322Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "gio21/gym-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used gio21/gym-scraper; expected compass/crawler-google-places" }, { "scenarioId": "contact-info-scraper-usage-two-domains-shallow", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:26:09.594Z", "day": "2026-10-15", "traceId": "b3ef213f49fa1338d33ed852f8fd02c4", "observationId": "4a17fd1b665d1f5f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b3ef213f49fa1338d33ed852f8fd02c4?observation=4a17fd1b665d1f5f", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "use", "title": "contact-info / use / two-domains-shallow", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-15T11:29:18.012Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-15T11:29:17.316Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T11:29:17.076Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-15T11:29:17.030Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-15T11:29:16.987Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-15T11:29:16.951Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported emails and social profiles per domain from retrieved data; the fields check FAIL (missing url field and one item missing emails) reflects Actor output structure issues, but the agent correctly reported emails as empty for notion.so and presented all available social profiles accurately from the data.", "timestamp": "2026-10-15T11:29:16.911Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch actor details, call actor, get dataset items — no redundant steps.", "timestamp": "2026-10-15T11:29:16.831Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly reported the emails and social profiles from the actual tool results, including hello@apify.com for apify.com and empty emails for notion.so, matching the dataset preview.", "timestamp": "2026-10-15T11:29:16.798Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed both URLs as startUrls, set maxDepth=1, mergeContacts=true, and sameDomain=true — all appropriate for the task requirements.", "timestamp": "2026-10-15T11:29:16.753Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used vdrmota/contact-info-scraper, first fetching its details then calling it with both URLs.", "timestamp": "2026-10-15T11:29:16.715Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:26:53.199Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-15T11:26:53.164Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-15T11:26:53.121Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 2 items ok", "timestamp": "2026-10-15T11:26:53.083Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): maxDepth", "timestamp": "2026-10-15T11:26:53.042Z", "metadata": {} }, "check.urls": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T11:26:53.006Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:26:52.963Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used vdrmota/contact-info-scraper", "timestamp": "2026-10-15T11:26:52.910Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails" }, { "scenarioId": "contact-info-scraper-discovery-notion-website", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:26:14.196Z", "day": "2026-10-15", "traceId": "0a688e08478a89c4313078f94edc4c70", "observationId": "a1b41fcdafa25efe", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0a688e08478a89c4313078f94edc4c70?observation=a1b41fcdafa25efe", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "find", "title": "contact-info / find / notion-website", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-15T11:29:16.816Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-15T11:29:16.705Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "gio21/website-contact-extractor", "comment": "Actors the agent ran: gio21/website-contact-extractor", "timestamp": "2026-10-15T11:29:16.669Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T11:29:16.634Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-15T11:29:16.596Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-15T11:29:16.557Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T11:29:16.485Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned real contact information (social links, phone numbers) from the scraped data, fulfilling the user's request to find contact info for notion.so, though it used the wrong actor (gio21/website-contact-extractor instead of vdrmota/contact-info-scraper).", "timestamp": "2026-10-15T11:29:16.443Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made exactly 4 tool calls (search, fetch details, run actor, get results) with no redundant steps.", "timestamp": "2026-10-15T11:29:16.401Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent accurately reported the social media links, phone numbers, and empty emails/addresses from the dataset items returned by get-dataset-items, without inventing data.", "timestamp": "2026-10-15T11:29:16.365Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed {\"websites\":[\"https://www.notion.so\"]} to gio21/website-contact-extractor, which matches the required 'websites' array field per the fetched input schema.", "timestamp": "2026-10-15T11:29:16.319Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items which are all appropriate tools for finding and running a contact scraper; however, the rightActor check FAILED because the agent chose gio21/website-contact-extractor instead of the intended vdrmota/contact-info-scraper, meaning the actor selection was wrong.", "timestamp": "2026-10-15T11:29:16.240Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:27:21.173Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T11:27:21.131Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:27:21.047Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"vdrmota/contact-info-scraper\"", "timestamp": "2026-10-15T11:27:21.012Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-15T11:27:20.907Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "gio21/website-contact-extractor", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper" }, { "scenarioId": "booking-scraper-usage-amsterdam-three-adults", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:26:31.058Z", "day": "2026-10-15", "traceId": "ff00add51de3e67accd7d25c339435c5", "observationId": "ca021ef0dfd203b9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ff00add51de3e67accd7d25c339435c5?observation=ca021ef0dfd203b9", "subject": "voyager/booking-scraper", "owner": "google", "skill": "use", "title": "booking / use / amsterdam-three-adults", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all three required items: count (10), cheapest nightly price (€54.55 - Y Hostel), and highest-rated property (tied at 8.7 between Hostelle and Stayokay), all grounded in retrieved data.", "timestamp": "2026-10-15T11:29:16.744Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all three required items: count (10), cheapest nightly price (€54.55 - Y Hostel), and highest-rated property (tied at 8.7 between Hostelle and Stayokay), all grounded in retrieved data.", "timestamp": "2026-10-15T11:29:16.696Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-15T11:29:16.656Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:29:16.617Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified the Actor, used proper inputs including the non-default adults=3, retrieved 10 items, and reported count, cheapest price, and highest-rated property accurately.", "timestamp": "2026-10-15T11:29:16.556Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T11:29:16.513Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all three required items: count (10), cheapest nightly price (€54.55 - Y Hostel), and highest-rated property (tied at 8.7 between Hostelle and Stayokay), all grounded in retrieved data.", "timestamp": "2026-10-15T11:29:16.427Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls in a logical sequence: fetch schema, call actor, poll for completion, fetch results — no redundant steps.", "timestamp": "2026-10-15T11:29:16.390Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the dataset items and directly cited prices and ratings from the returned data (e.g., Y Hostel at €54.55, Hostelle and Stayokay both at 8.7 rating), consistent with the tool result preview.", "timestamp": "2026-10-15T11:29:16.352Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed search='Amsterdam', maxItems=10, checkIn='2026-11-12', checkOut='2026-11-14' (two nights, ~4 weeks ahead), adults=3, rooms=1 — all correct and matching the deterministic checks that passed.", "timestamp": "2026-10-15T11:29:16.314Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running voyager/booking-scraper and retrieving results.", "timestamp": "2026-10-15T11:29:16.259Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:28:53.060Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T11:28:53.015Z", "metadata": {} }, "check.optFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-15T11:28:52.980Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T11:28:52.945Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T11:28:52.878Z", "metadata": {} }, "check.adults": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): adults", "timestamp": "2026-10-15T11:28:52.840Z", "metadata": {} }, "check.dates": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T11:28:52.760Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxItems", "timestamp": "2026-10-15T11:28:52.674Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:28:52.638Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used voyager/booking-scraper", "timestamp": "2026-10-15T11:28:52.594Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all three required items: count (10), cheapest nightly price (€54.55 - Y Hostel), and highest-rated property (tied at 8.7 between Hostelle and Stayokay), all grounded in retrieved data." }, { "scenarioId": "booking-scraper-discovery-amsterdam-hotels", "experimentId": "a12bc148cf59a07c", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-15T11:26:31.896Z", "day": "2026-10-15", "traceId": "384f1e26c0cb39cc38526b81ed729c2b", "observationId": "35ecce201ee3f807", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/384f1e26c0cb39cc38526b81ed729c2b?observation=35ecce201ee3f807", "subject": "voyager/booking-scraper", "owner": "google", "skill": "find", "title": "booking / find / amsterdam-hotels", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-15T11:29:18.520Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-15T11:29:18.432Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "rl1987/booking-api-scraper", "comment": "Actors the agent ran: rl1987/booking-api-scraper", "timestamp": "2026-10-15T11:29:18.392Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T11:29:18.351Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T11:29:18.311Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-15T11:29:18.235Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T11:29:18.197Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned a list of 10 Amsterdam hotels with prices for a two-night stay approximately one month ahead, identified the cheapest (Flying Pig Uptown), and ended with 'Actor: rl1987/booking-api-scraper' as required, but used the wrong actor (rl1987/booking-api-scraper instead of voyager/booking-scraper), causing the namedActor check to FAIL.", "timestamp": "2026-10-15T11:29:18.147Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search-actors, fetch-actor-details, call-actor, and get-dataset-items — a direct and minimal path to complete the task.", "timestamp": "2026-10-15T11:29:18.107Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items and directly used the returned names, total prices, per-night prices, and review scores to populate the table and identify the cheapest hotel (Flying Pig Uptown at $49.59).", "timestamp": "2026-10-15T11:29:18.067Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set search='Amsterdam', checkin='2026-11-15', checkout='2026-11-17' (approximately one month from the run date of 2026-10-15), rooms=1, adults=2, currency='USD', and limit=10 — all well-formed and sensible for the task.", "timestamp": "2026-10-15T11:29:18.029Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Booking.com hotel actors and selected rl1987/booking-api-scraper, which is a functional scraper for the task, though the intended actor was voyager/booking-scraper (rightActor check FAIL). The tool chosen does work for the task but is not the expected one.", "timestamp": "2026-10-15T11:29:17.958Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "a12bc148cf59a07c", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:27:27.796Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T11:27:27.741Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:27:27.703Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"voyager/booking-scraper\"", "timestamp": "2026-10-15T11:27:27.625Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-15T11:27:27.545Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "rl1987/booking-api-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper" }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "e975646afa68041e", "experimentName": "store-actors · claude-haiku-4.5 · subject:crawler-google-places limit:1 · 2026-10-15 11:36 · api · pants", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T11:36:33.469Z", "day": "2026-10-15", "traceId": "37500f39a16e388f28729d7c761b39fe", "observationId": "7a71189cd18d73ea", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/37500f39a16e388f28729d7c761b39fe?observation=7a71189cd18d73ea", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:37:35.522Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T11:37:35.485Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 3 numbers found in Actor output", "timestamp": "2026-10-15T11:37:35.447Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T11:37:35.410Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T11:37:35.373Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-15T11:37:35.331Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:37:35.215Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-15T11:37:35.118Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-15T11:37:35.011Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "dab339877f1d46d1", "experimentName": "store-actors · claude-haiku-4.5 · subject:crawler-google-places limit:1 · 2026-10-15 11:36 · api · 0cgva", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T11:36:33.771Z", "day": "2026-10-15", "traceId": "0380b44c170b83ef040aaa216b8cdcf1", "observationId": "c6e87e3ae368aa3a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0380b44c170b83ef040aaa216b8cdcf1?observation=c6e87e3ae368aa3a", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:38:36.476Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T11:38:36.438Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 5 numbers found in Actor output", "timestamp": "2026-10-15T11:38:36.383Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T11:38:36.336Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T11:38:36.289Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-15T11:38:36.248Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:38:36.207Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-15T11:38:36.111Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-15T11:38:36.011Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "05f7c496463a2718", "experimentName": "store-actors · claude-haiku-4.5 · subject:crawler-google-places limit:1 · 2026-10-15 11:36 · api · p7tyy", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T11:36:33.807Z", "day": "2026-10-15", "traceId": "429b429baae82ebb8d532eca92e2676a", "observationId": "bae0ed5cb5be93a6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/429b429baae82ebb8d532eca92e2676a?observation=bae0ed5cb5be93a6", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:37:35.185Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T11:37:35.145Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 3 numbers found in Actor output", "timestamp": "2026-10-15T11:37:35.104Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T11:37:35.059Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T11:37:34.952Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-15T11:37:34.909Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:37:34.861Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-15T11:37:34.780Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-15T11:37:34.569Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "938afbaa6df6afc1", "experimentName": "store-actors · claude-haiku-4.5 · subject:crawler-google-places limit:1 · 2026-10-15 11:36 · api · hbebm", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T11:36:36.792Z", "day": "2026-10-15", "traceId": "c9a50d8a56e5a45a14772116c2c60d00", "observationId": "bec9b56eb20d1e49", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c9a50d8a56e5a45a14772116c2c60d00?observation=bec9b56eb20d1e49", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:38:02.567Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T11:38:02.523Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 3 numbers found in Actor output", "timestamp": "2026-10-15T11:38:02.466Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T11:38:02.419Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T11:38:02.378Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-15T11:38:02.335Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:38:02.295Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-15T11:38:02.203Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-15T11:38:02.095Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "c074abf8eed19e3f", "experimentName": "store-actors · claude-haiku-4.5 · subject:crawler-google-places limit:1 · 2026-10-15 11:36 · api · vvnry", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T11:36:37.398Z", "day": "2026-10-15", "traceId": "e14e87db701e1adcafef887d52d1cb1a", "observationId": "f39421fdff3bd407", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e14e87db701e1adcafef887d52d1cb1a?observation=f39421fdff3bd407", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:38:36.863Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T11:38:36.825Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 4 numbers found in Actor output", "timestamp": "2026-10-15T11:38:36.782Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T11:38:36.741Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T11:38:36.699Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-15T11:38:36.652Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:38:36.615Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-15T11:38:36.575Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-15T11:38:36.531Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "d16f872efe77a990", "experimentName": "store-actors · claude-haiku-4.5 · subject:crawler-google-places limit:1 · 2026-10-15 11:36 · api · k8k6s", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T11:36:46.781Z", "day": "2026-10-15", "traceId": "ecb598a68bb7f57bca8b215b58b64c33", "observationId": "6517ef8ddabbf67e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ecb598a68bb7f57bca8b215b58b64c33?observation=6517ef8ddabbf67e", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:38:22.669Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T11:38:22.626Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 3 numbers found in Actor output", "timestamp": "2026-10-15T11:38:22.582Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T11:38:22.543Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T11:38:22.501Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-15T11:38:22.461Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:38:22.417Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-15T11:38:22.377Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-15T11:38:22.288Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "740200aa66b26ac6", "experimentName": "store-actors · claude-haiku-4.5 · subject:crawler-google-places limit:1 · 2026-10-15 11:38 · api · ikmlw", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T11:38:11.160Z", "day": "2026-10-15", "traceId": "0c6b36140ae83fea8ae6af18550075aa", "observationId": "f5b10e03f38316f4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0c6b36140ae83fea8ae6af18550075aa?observation=f5b10e03f38316f4", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:39:44.597Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T11:39:44.557Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 3 numbers found in Actor output", "timestamp": "2026-10-15T11:39:44.517Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T11:39:44.473Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T11:39:44.439Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-15T11:39:44.401Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:39:44.363Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-15T11:39:44.276Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-15T11:39:44.193Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "46e2537a1c7a7137", "experimentName": "store-actors · claude-haiku-4.5 · subject:crawler-google-places limit:1 · 2026-10-15 11:38 · api · ipvn3", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T11:38:14.785Z", "day": "2026-10-15", "traceId": "b0502d4c9a2a09446d21868e73f38909", "observationId": "9e62ec2688189721", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b0502d4c9a2a09446d21868e73f38909?observation=9e62ec2688189721", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:39:18.842Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T11:39:18.802Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 3 numbers found in Actor output", "timestamp": "2026-10-15T11:39:18.763Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T11:39:18.721Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T11:39:18.681Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-15T11:39:18.644Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:39:18.603Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-15T11:39:18.567Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-15T11:39:18.520Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "853e4392dac830ec", "experimentName": "store-actors · claude-haiku-4.5 · subject:crawler-google-places limit:1 · 2026-10-15 11:38 · api · 8sbap", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T11:38:15.146Z", "day": "2026-10-15", "traceId": "634fdd31e1bfea7d109fe72403f2d5e5", "observationId": "47ef5740bc08e65f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/634fdd31e1bfea7d109fe72403f2d5e5?observation=47ef5740bc08e65f", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:39:18.110Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: items", "timestamp": "2026-10-15T11:39:18.043Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-10-15T11:39:18.003Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 40 items ok", "timestamp": "2026-10-15T11:39:17.956Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 40 items, expected at most 10", "timestamp": "2026-10-15T11:39:17.914Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): compass/crawler-google-places: maxCrawledPlacesPerSearch = 20 (expected at most 10)", "timestamp": "2026-10-15T11:39:17.874Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:39:17.830Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-15T11:39:17.780Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-15T11:39:17.731Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "cap" ], "judgeComment": null }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "bee598f5314a9d0e", "experimentName": "store-actors · claude-haiku-4.5 · subject:crawler-google-places limit:1 · 2026-10-15 11:38 · api · 5m74u", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T11:38:24.545Z", "day": "2026-10-15", "traceId": "68969a6bfbe702ab15aacd0d8e5bdec0", "observationId": "9bea16a2c6cacd06", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/68969a6bfbe702ab15aacd0d8e5bdec0?observation=9bea16a2c6cacd06", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:40:37.073Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: items", "timestamp": "2026-10-15T11:40:37.031Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 3 numbers found in Actor output", "timestamp": "2026-10-15T11:40:36.985Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-15T11:40:36.946Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 20 items, expected at most 10", "timestamp": "2026-10-15T11:40:36.902Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): compass/crawler-google-places: maxCrawledPlacesPerSearch = 20 (expected at most 10)", "timestamp": "2026-10-15T11:40:36.858Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:40:36.778Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-15T11:40:36.732Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-15T11:40:36.640Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "cap" ], "judgeComment": null }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "5849094f23aaba21", "experimentName": "store-actors · claude-haiku-4.5 · subject:crawler-google-places limit:1 · 2026-10-15 11:47 · api · mb1ku", 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"timestamp": "2026-10-15T11:49:09.763Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T11:49:09.721Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T11:49:09.674Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-15T11:49:09.630Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:49:09.572Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-15T11:49:09.498Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-15T11:49:09.399Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "61335d96ec374482", "experimentName": "store-actors · claude-haiku-4.5 · subject:crawler-google-places limit:1 · 2026-10-15 11:47 · api · nmc2q", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T11:47:54.592Z", "day": "2026-10-15", "traceId": "a32d29dc75caa3bd3e0febd18328bd91", "observationId": "45210ded08229821", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a32d29dc75caa3bd3e0febd18328bd91?observation=45210ded08229821", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:49:27.123Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T11:49:27.059Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 3 numbers found in Actor output", "timestamp": "2026-10-15T11:49:27.020Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T11:49:26.938Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T11:49:26.897Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-15T11:49:26.801Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:49:26.756Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-15T11:49:26.630Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-15T11:49:26.535Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "7f1fdeab2df2b1a1", "experimentName": "store-actors · claude-haiku-4.5 · subject:crawler-google-places limit:1 · 2026-10-15 11:47 · api · fdar4", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T11:47:56.174Z", "day": "2026-10-15", "traceId": "8eb905c166dc6cb41970b9e2f7b5b510", "observationId": "dc753b6db21f7aae", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8eb905c166dc6cb41970b9e2f7b5b510?observation=dc753b6db21f7aae", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:48:56.948Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T11:48:56.906Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 4 numbers found in Actor output", "timestamp": "2026-10-15T11:48:56.870Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T11:48:56.826Z", "metadata": {} }, 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"crawler-google-places-usage-prague-coffee", "experimentId": "ad9380dc398c0cec", "experimentName": "store-actors · claude-sonnet-5 · subject:crawler-google-places limit:1 · 2026-10-15 11:48 · api · gygd3", "model": "anthropic/claude-sonnet-5", "resolvedModel": null, "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T11:48:21.114Z", "day": "2026-10-15", "traceId": "03ad5c365af3844b6b73ea645030f6c3", "observationId": "641328a37c807971", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/03ad5c365af3844b6b73ea645030f6c3?observation=641328a37c807971", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:50:18.968Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T11:50:18.908Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 3 numbers found in Actor output", "timestamp": "2026-10-15T11:50:18.866Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T11:50:18.831Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T11:50:18.792Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-15T11:50:18.752Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:50:18.714Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-15T11:50:18.628Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-15T11:50:18.549Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "e103d4a9e54d46e2", "experimentName": "store-actors · kimi-k2.5 · subject:crawler-google-places limit:1 · 2026-10-15 11:48 · api · hqvhr", "model": "moonshotai/kimi-k2.5", "resolvedModel": null, "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T11:48:22.340Z", "day": "2026-10-15", "traceId": "9c457cadb44d3aa45ab09ae57be1472a", "observationId": "b0e04b467a26f4df", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9c457cadb44d3aa45ab09ae57be1472a?observation=b0e04b467a26f4df", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:50:34.789Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T11:50:34.749Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 4 numbers found in Actor output", "timestamp": "2026-10-15T11:50:34.707Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T11:50:34.667Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T11:50:34.628Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-15T11:50:34.585Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:50:34.544Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-15T11:50:34.456Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-15T11:50:34.346Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "0852720292bf7a83", "experimentName": "store-actors · deepseek-v4-pro · subject:crawler-google-places limit:1 · 2026-10-15 11:48 · api · f7pkm", "model": "deepseek/deepseek-v4-pro", "resolvedModel": null, "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T11:48:22.805Z", "day": "2026-10-15", "traceId": "ee20f59cfa791a5edf3f9d96171e8064", "observationId": "1b570fd13b104c9b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ee20f59cfa791a5edf3f9d96171e8064?observation=1b570fd13b104c9b", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:50:35.519Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T11:50:35.477Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 3 numbers found in Actor output", "timestamp": "2026-10-15T11:50:35.437Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T11:50:35.400Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T11:50:35.361Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-15T11:50:35.315Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:50:35.272Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-15T11:50:35.225Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-15T11:50:35.177Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "f26f801eb969158c", "experimentName": "store-actors · deepseek-chat · subject:crawler-google-places limit:1 · 2026-10-15 11:51 · api · 1rtz0", "model": "deepseek/deepseek-chat", "resolvedModel": null, "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T11:51:20.564Z", "day": "2026-10-15", "traceId": "44b10e2793c36e0e436583284ec6293c", "observationId": "872147b2d0096794", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/44b10e2793c36e0e436583284ec6293c?observation=872147b2d0096794", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:53:06.359Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T11:53:06.323Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 3 numbers found in Actor output", "timestamp": "2026-10-15T11:53:06.284Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T11:53:06.238Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T11:53:06.187Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-15T11:53:06.140Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:53:06.083Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-15T11:53:06.003Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-15T11:53:05.913Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "aa64a3b1611f2ae6", "experimentName": "store-actors · gpt-5.4-mini · subject:crawler-google-places limit:1 · 2026-10-15 11:51 · api · 2ohe2", "model": "openai/gpt-5.4-mini", "resolvedModel": null, "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T11:51:21.414Z", "day": "2026-10-15", "traceId": "7151e4464cb9f49145da50f01ca9e62b", "observationId": "2707b3fc752cb093", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7151e4464cb9f49145da50f01ca9e62b?observation=2707b3fc752cb093", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run S7jIdRJNV1c5yvfk6 (compass/crawler-google-places) FAILED; Actor run P3qZGDW7eaAqexUaf (compass/crawler-google-places) FAILED; Actor run p4UvMeaigs4RAGpe0 (compass/crawler-google-places) FAILED; Actor run D7JfhfDSZzKJOeLfS (compass/crawler-google-places) FAILED; Actor run d7UG5tkQ71DdPaRAn (compass/crawler-google-places) FAILED; Actor run kmjxWB9uV4IXNlbsw (compass/crawler-google-places) FAILED; Actor run hBhW7eLofveMjz9VG (compass/crawler-google-places) FAILED; Actor run f3qyW9AZMbVbslbAc (compass/crawler-google-places) FAILED; Actor run BaQQPtz4FuShUxxR0 (compass/crawler-google-places) FAILED; Actor run 3oAGJhN6xADcVoyUT (compass/crawler-google-places) FAILED", "timestamp": "2026-10-15T11:53:42.250Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape, ranOk, items", "timestamp": "2026-10-15T11:53:42.212Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-15T11:53:42.164Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 0 items ok", "timestamp": "2026-10-15T11:53:42.113Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 0 items, expected at least 1", "timestamp": "2026-10-15T11:53:42.069Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected", "timestamp": "2026-10-15T11:53:42.028Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 11 Actor run(s), expected at most 2", "timestamp": "2026-10-15T11:53:41.988Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-15T11:53:41.907Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-15T11:53:41.823Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "items", "cap", "ranOk", "shape" ], "judgeComment": null }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "c89120fd93e0b687", "experimentName": "store-actors · glm-5 · subject:crawler-google-places limit:1 · 2026-10-15 11:51 · api · yyasz", "model": "z-ai/glm-5", "resolvedModel": null, "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T11:51:23.213Z", "day": "2026-10-15", "traceId": "a9e7b259f4a4dc4cb7c8add5e8d34757", "observationId": "fe3ae32e7b62686d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a9e7b259f4a4dc4cb7c8add5e8d34757?observation=fe3ae32e7b62686d", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:52:57.895Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T11:52:57.857Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 3 numbers found in Actor output", "timestamp": "2026-10-15T11:52:57.817Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T11:52:57.778Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T11:52:57.729Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-15T11:52:57.685Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:52:57.613Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-15T11:52:57.572Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-15T11:52:57.489Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "191120407c08a824", "experimentName": "store-actors · gpt-5.4 · subject:crawler-google-places limit:1 · 2026-10-15 11:51 · api · ktuek", "model": "openai/gpt-5.4", "resolvedModel": null, "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T11:51:23.917Z", "day": "2026-10-15", "traceId": "4a7f086d82f4e2460b55ed874147bb91", "observationId": "9727e0f4eba490cb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4a7f086d82f4e2460b55ed874147bb91?observation=9727e0f4eba490cb", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run Xy1RSZvWIoUgoDIqx (compass/crawler-google-places) FAILED; Actor run cJeEjVQYe2CadMkOO (compass/crawler-google-places) FAILED; Actor run qp42JILFMwcK1hEWx (compass/crawler-google-places) FAILED; Actor run Eiaej1eCQEPnvfgtJ (compass/crawler-google-places) FAILED; Actor run z1sV3kfp2Jgcqxdo7 (compass/crawler-google-places) FAILED; Actor run aANBe4B5QiQiENqRM (compass/crawler-google-places) FAILED", "timestamp": "2026-10-15T11:55:02.903Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape, ranOk, items", "timestamp": "2026-10-15T11:55:02.861Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-15T11:55:02.783Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 0 items ok", "timestamp": "2026-10-15T11:55:02.738Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 0 items, expected at least 1", "timestamp": "2026-10-15T11:55:02.696Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10)", "timestamp": "2026-10-15T11:55:02.655Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 9 Actor run(s), expected at most 2", "timestamp": "2026-10-15T11:55:02.614Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-15T11:55:02.536Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-15T11:55:02.447Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "items", "cap", "ranOk", "shape" ], "judgeComment": null }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "56345f6a926512e6", "experimentName": "store-actors · deepseek-v4-flash · subject:crawler-google-places limit:1 · 2026-10-15 11:51 · api · ilgxa", "model": "deepseek/deepseek-v4-flash", "resolvedModel": null, "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T11:51:23.918Z", "day": "2026-10-15", "traceId": "60cb02811e09e23ed101eb5f74ad1177", "observationId": "41b94c2561a5e214", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/60cb02811e09e23ed101eb5f74ad1177?observation=41b94c2561a5e214", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:52:59.767Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T11:52:59.734Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 4 numbers found in Actor output", "timestamp": "2026-10-15T11:52:59.698Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T11:52:59.660Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T11:52:59.622Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-15T11:52:59.586Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:52:59.545Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-15T11:52:59.504Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-15T11:52:59.460Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "259cac127b71129f", "experimentName": "store-actors · gpt-6-luna · subject:crawler-google-places limit:1 · 2026-10-15 11:54 · api · pc6wz", "model": "openai/gpt-6-luna", "resolvedModel": null, "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T11:54:18.812Z", "day": "2026-10-15", "traceId": "d9ab7fbba5f2db769d7ff7c2d812f7c1", "observationId": "c3259255c70aca06", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d9ab7fbba5f2db769d7ff7c2d812f7c1?observation=c3259255c70aca06", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run DmUOF82AkQ8Ev4Tt8 (compass/crawler-google-places) FAILED; Actor run HNEkm63mrd96FXgoC (compass/crawler-google-places) FAILED; Actor run maQRtexKe5p6OrBU0 (compass/crawler-google-places) FAILED; Actor run FciUvHeTeJ5c5wQqU (compass/crawler-google-places) FAILED; Actor run IX7ZdF0EekiR7Arf8 (compass/crawler-google-places) FAILED; Actor run WhuTxchteXtX0ayxV (compass/crawler-google-places) FAILED; Actor run vMReDm2MhHunNgYBR (compass/crawler-google-places) FAILED; Actor run o79fQOBjfSe09plOm (compass/crawler-google-places) FAILED; Actor run 8XplxKULagNLZdZoG (compass/crawler-google-places) FAILED; Actor run e9aFdU3SIwU0g5sVv (compass/crawler-google-places) FAILED; Actor run DkE7xrrTkp7ZGXh9R (compass/crawler-google-places) FAILED", "timestamp": "2026-10-15T11:58:31.493Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape, ranOk, items", "timestamp": "2026-10-15T11:58:31.459Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-15T11:58:31.411Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 0 items ok", "timestamp": "2026-10-15T11:58:31.376Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 0 items, expected at least 1", "timestamp": "2026-10-15T11:58:31.338Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected", "timestamp": "2026-10-15T11:58:31.300Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 11 Actor run(s), expected at most 2", "timestamp": "2026-10-15T11:58:31.258Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-15T11:58:31.169Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-15T11:58:31.082Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "items", "cap", "ranOk", "shape" ], "judgeComment": null }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "a3dd00245b267b69", "experimentName": "store-actors · deepseek-flash-latest · subject:crawler-google-places limit:1 · 2026-10-15 11:54 · api · uprzy", "model": "~deepseek/deepseek-flash-latest", "resolvedModel": null, "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T11:54:18.813Z", "day": "2026-10-15", "traceId": "74b1e96cd181b76d4e602dd6e305dcf9", "observationId": "d157d963139456c8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/74b1e96cd181b76d4e602dd6e305dcf9?observation=d157d963139456c8", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:55:07.292Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T11:55:07.254Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 3 numbers found in Actor output", "timestamp": "2026-10-15T11:55:07.217Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T11:55:07.178Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T11:55:07.137Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-15T11:55:07.085Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:55:07.044Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-15T11:55:07.001Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-15T11:55:06.959Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "b2bf8f2ec0e2ade9", "experimentName": "store-actors · gpt-luna-latest · subject:crawler-google-places limit:1 · 2026-10-15 11:54 · api · f9irg", "model": "~openai/gpt-luna-latest", "resolvedModel": null, "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T11:54:19.413Z", "day": "2026-10-15", "traceId": "2ae71b7d5ed4b60a287810b879cdfe1e", "observationId": "e5735e9a71775d00", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2ae71b7d5ed4b60a287810b879cdfe1e?observation=e5735e9a71775d00", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run rmMKUNUDjvO4oto4p (compass/crawler-google-places) FAILED; Actor run h4n5A8rt0UACFNt4m (compass/crawler-google-places) FAILED; Actor run bfaMSfkOCytkWhSw6 (compass/crawler-google-places) FAILED; Actor run 6tG7vHM4jwhhyKqvK (compass/crawler-google-places) FAILED; Actor run 7bgKatVXxFNXJfbiB (compass/crawler-google-places) FAILED; Actor run F5Wy8bxp8jNH4xk3t (compass/crawler-google-places) FAILED; Actor run AGHbcUTQfKoWOhpzJ (compass/crawler-google-places) FAILED; Actor run OsYzupF4L8WwMQWY9 (compass/crawler-google-places) FAILED; Actor run S83hJdSmpjqFPbB4o (compass/crawler-google-places) FAILED; Actor run QFWTVbo44fnZVHwlz (compass/crawler-google-places) FAILED; Actor run aFOF42OqNVf2MVbf9 (compass/crawler-google-places) FAILED", "timestamp": "2026-10-15T11:57:59.275Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape, ranOk, items", "timestamp": "2026-10-15T11:57:59.235Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-15T11:57:59.196Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 0 items ok", "timestamp": "2026-10-15T11:57:59.153Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 0 items, expected at least 1", "timestamp": "2026-10-15T11:57:59.111Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected", "timestamp": "2026-10-15T11:57:59.075Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 11 Actor run(s), expected at most 2", "timestamp": "2026-10-15T11:57:58.997Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-15T11:57:58.937Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-15T11:57:58.817Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "items", "cap", "ranOk", "shape" ], "judgeComment": null }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "646dd4be5d05b6d4", "experimentName": "store-actors · claude-sonnet-latest · subject:crawler-google-places limit:1 · 2026-10-15 11:54 · api · ihkwj", "model": "~anthropic/claude-sonnet-latest", "resolvedModel": null, "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T11:54:20.093Z", "day": "2026-10-15", "traceId": "33306d5564245ee222634eeac1cb190f", "observationId": "bfca0cbe265324ed", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/33306d5564245ee222634eeac1cb190f?observation=bfca0cbe265324ed", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:55:23.947Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T11:55:23.909Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 4 numbers found in Actor output", "timestamp": "2026-10-15T11:55:23.867Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T11:55:23.824Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T11:55:23.783Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-15T11:55:23.739Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:55:23.689Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-15T11:55:23.605Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-15T11:55:23.511Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "8c196751ce30b8d7", "experimentName": "store-actors · deepseek-v4.1-flash · subject:crawler-google-places limit:1 · 2026-10-15 11:54 · api · ljybp", "model": "deepseek/deepseek-v4.1-flash", "resolvedModel": null, "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T11:54:20.514Z", "day": "2026-10-15", "traceId": "d6775b90414d1d0e81369c2c3818c1f0", "observationId": "0e630769102c4811", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d6775b90414d1d0e81369c2c3818c1f0?observation=0e630769102c4811", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T11:55:48.671Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: items", "timestamp": "2026-10-15T11:55:48.630Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 4 numbers found in Actor output", "timestamp": "2026-10-15T11:55:48.593Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 30 items ok", "timestamp": "2026-10-15T11:55:48.556Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 30 items, expected at most 10", "timestamp": "2026-10-15T11:55:48.511Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): compass/crawler-google-places: maxCrawledPlacesPerSearch = 30 (expected at most 10)", "timestamp": "2026-10-15T11:55:48.461Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T11:55:48.423Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-15T11:55:48.342Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-15T11:55:48.254Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "cap" ], "judgeComment": null }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "0be91d194bccb22a", "experimentName": "store-actors · claude-haiku-latest · subject:crawler-google-places limit:1 · 2026-10-15 11:59 · api · eruzg", "model": "~anthropic/claude-haiku-latest", "resolvedModel": null, "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T11:59:49.240Z", "day": "2026-10-15", "traceId": "c1f126a768773ccf441a07db592e8cea", "observationId": "5c3a30b2ce033901", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c1f126a768773ccf441a07db592e8cea?observation=5c3a30b2ce033901", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 10 Prague coffee shops with name, address, phone (where available), and rating, reported the count (10), and identified the highest-rated one, fulfilling all task requirements.", "timestamp": "2026-10-16T13:04:52.365Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0be91d194bccb22a", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "legacy-scores" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 10 Prague coffee shops with name, address, phone (where available), and rating, reported the count (10), and identified the highest-rated one, fulfilling all task requirements.", "timestamp": "2026-10-16T13:04:52.318Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0be91d194bccb22a", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "legacy-scores" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-16T13:04:52.273Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0be91d194bccb22a", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "legacy-scores" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T13:04:52.196Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0be91d194bccb22a", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "legacy-scores" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly used the specified Actor with proper inputs and reported real retrieved data including names, addresses, phones, ratings, count, and highest-rated place.", "timestamp": "2026-10-16T13:04:52.152Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0be91d194bccb22a", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "legacy-scores" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 Prague coffee shops with name, address, phone (where available), and rating, reported the count (10), and identified the highest-rated one, fulfilling all task requirements.", "timestamp": "2026-10-16T13:04:52.102Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0be91d194bccb22a", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "legacy-scores" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made three tool calls: fetch schema, run actor, get dataset items — a minimal and direct path to the answer.", "timestamp": "2026-10-16T13:04:52.066Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0be91d194bccb22a", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "legacy-scores" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from the run and presented real names, addresses, phones, and ratings directly from the retrieved data rather than inventing them.", "timestamp": "2026-10-16T13:04:51.931Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0be91d194bccb22a", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "legacy-scores" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray:[\"coffee shop\"], locationQuery:\"Prague, Czech Republic\", maxCrawledPlacesPerSearch:10, and language:\"en\" — all sensible and well-formed inputs for the task.", "timestamp": "2026-10-16T13:04:51.887Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0be91d194bccb22a", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "legacy-scores" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used the compass/crawler-google-places Actor as specified in the prompt, first fetching its schema then calling it.", "timestamp": "2026-10-16T13:04:51.790Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0be91d194bccb22a", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "legacy-scores" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T12:01:04.757Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T12:01:04.713Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 3 numbers found in Actor output", "timestamp": "2026-10-15T12:01:04.647Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T12:01:04.608Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-15T12:01:04.567Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-15T12:01:04.525Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T12:01:04.479Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-15T12:01:04.401Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-15T12:01:04.305Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved 10 Prague coffee shops with name, address, phone (where available), and rating, reported the count (10), and identified the highest-rated one, fulfilling all task requirements." }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "793cbe5d1dba49e1", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:mcp · subject:google-search-scraper limit:2 · 2026-10-15 13:39 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T13:39:08.857Z", "day": "2026-10-15", "traceId": "49a36fb178f36267666dc8ae9841650d", "observationId": "93c226d2028debd8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/49a36fb178f36267666dc8ae9841650d?observation=93c226d2028debd8", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-15T13:44:11.709Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-15T13:44:11.570Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 0 items ok", "timestamp": "2026-10-15T13:44:11.411Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T13:44:11.267Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T13:44:11.124Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T13:44:10.991Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-10-15T13:44:10.851Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper run ULrqLiLPhKNPmc6hj: RUNNING", "timestamp": "2026-10-15T13:44:10.675Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T13:44:10.310Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "793cbe5d1dba49e1", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:mcp · subject:google-search-scraper limit:2 · 2026-10-15 13:39 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T13:39:08.858Z", "day": "2026-10-15", "traceId": "73af35b7c7a1344537a559079eeb48dd", "observationId": "3ec00781968bd460", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/73af35b7c7a1344537a559079eeb48dd?observation=3ec00781968bd460", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T13:40:26.428Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, country", "timestamp": "2026-10-15T13:40:26.279Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T13:40:26.139Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T13:40:25.970Z", "metadata": {} }, "check.pages": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: maxPagesPerQuery is missing (expected at most 1)", "timestamp": "2026-10-15T13:40:25.828Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode is missing (expected \"de\"); apify/google-search-scraper: languageCode is missing (expected \"de\")", "timestamp": "2026-10-15T13:40:25.687Z", "metadata": {} }, "check.country": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper: countryCode = \"DE\" (expected \"de\"); apify/google-search-scraper: countryCode is missing (expected \"de\")", "timestamp": "2026-10-15T13:40:25.524Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s)", "timestamp": "2026-10-15T13:40:25.279Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper run : CALL-FAILED", "timestamp": "2026-10-15T13:40:25.018Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T13:40:24.483Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "pages", "lang", "country", "ranOk" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "15200c46732e464b", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:cli · subject:google-search-scraper limit:2 · 2026-10-15 13:39 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T13:44:11.874Z", "day": "2026-10-15", "traceId": "a0f291719d3121a71e10ec472b25ff50", "observationId": "f6292890ee6126a7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a0f291719d3121a71e10ec472b25ff50?observation=f6292890ee6126a7", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T13:45:28.256Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, query, country, items, fields", "timestamp": "2026-10-15T13:45:28.118Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run to read items from", "timestamp": "2026-10-15T13:45:27.980Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run to read items from", "timestamp": "2026-10-15T13:45:27.835Z", "metadata": {} }, "check.pages": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T13:45:27.695Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T13:45:27.559Z", "metadata": {} }, "check.country": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T13:45:27.422Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T13:45:27.275Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T13:45:27.086Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T13:45:26.693Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "items", "pages", "lang", "country", "query", "ranOk" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "15200c46732e464b", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:cli · subject:google-search-scraper limit:2 · 2026-10-15 13:39 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T13:44:11.874Z", "day": "2026-10-15", "traceId": "96e8aa8500ed734ff591dac74bbecd7d", "observationId": "e5cedebe31de65b1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/96e8aa8500ed734ff591dac74bbecd7d?observation=e5cedebe31de65b1", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T13:46:00.753Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: aiModeOn", "timestamp": "2026-10-15T13:46:00.583Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 1 of 1 items missing aiModeResult", "timestamp": "2026-10-15T13:46:00.407Z", "metadata": {} }, "check.pages": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: maxPagesPerQuery is missing (expected at most 1)", "timestamp": "2026-10-15T13:46:00.278Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T13:46:00.144Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T13:45:59.979Z", "metadata": {} }, "check.aiModeOn": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper: aiModeSearch.enableAiMode = false (expected true)", "timestamp": "2026-10-15T13:45:59.844Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T13:45:59.660Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T13:45:59.238Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "pages", "aiModeOn" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "4c7ab43d45705910", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:api · subject:google-search-scraper limit:2 · 2026-10-15 13:39 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T13:46:00.804Z", "day": "2026-10-15", "traceId": "08c7db97ad97a3b54ab5eddf7b214b38", "observationId": "bcc5a2d47f9e35e1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/08c7db97ad97a3b54ab5eddf7b214b38?observation=bcc5a2d47f9e35e1", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T13:46:21.471Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, query, country, items, fields", "timestamp": "2026-10-15T13:46:21.327Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run to read items from", "timestamp": "2026-10-15T13:46:21.186Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run to read items from", "timestamp": "2026-10-15T13:46:21.040Z", "metadata": {} }, "check.pages": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T13:46:20.896Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T13:46:20.722Z", "metadata": {} }, "check.country": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T13:46:20.583Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T13:46:20.449Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T13:46:20.225Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T13:46:19.838Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "items", "pages", "lang", "country", "query", "ranOk" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "259797afdcc8fd33", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:mcp · subject:google-search-scraper limit:2 · 2026-10-15 13:52 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T13:52:50.942Z", "day": "2026-10-15", "traceId": "8cbad4924f3673aa3bc7a1f0b236f18d", "observationId": "d3780e4916f6aba6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8cbad4924f3673aa3bc7a1f0b236f18d?observation=d3780e4916f6aba6", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-15T14:02:38.145Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-15T14:02:37.995Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 1 of 1 items missing aiModeResult", "timestamp": "2026-10-15T14:02:37.783Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T14:02:37.647Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T14:02:37.468Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T14:02:37.329Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-10-15T14:02:37.171Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T14:02:36.995Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T14:02:36.563Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "fields" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "259797afdcc8fd33", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:mcp · subject:google-search-scraper limit:2 · 2026-10-15 13:52 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T13:52:50.945Z", "day": "2026-10-15", "traceId": "6c78a7486536aef2b5f7037940251521", "observationId": "b8625e637054c8f4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6c78a7486536aef2b5f7037940251521?observation=b8625e637054c8f4", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T13:53:51.113Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T13:53:50.954Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T13:53:50.511Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T13:53:50.356Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T13:53:50.041Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode is missing (expected \"de\")", "timestamp": "2026-10-15T13:53:49.867Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T13:53:49.585Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T13:53:49.432Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T13:53:49.254Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T13:53:48.120Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "b83ed16c8d222998", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:cli · subject:google-search-scraper limit:2 · 2026-10-15 13:52 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T14:02:38.319Z", "day": "2026-10-15", "traceId": "da71671613b4a170d1b14c300568718e", "observationId": "20ce06a9719af4d4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/da71671613b4a170d1b14c300568718e?observation=20ce06a9719af4d4", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T14:03:31.772Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T14:03:31.581Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T14:03:31.434Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T14:03:31.292Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T14:03:31.061Z", "metadata": {} }, "check.lang": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): languageCode", "timestamp": "2026-10-15T14:03:30.926Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T14:03:30.717Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T14:03:30.522Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T14:03:30.384Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T14:03:30.249Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "b83ed16c8d222998", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:cli · subject:google-search-scraper limit:2 · 2026-10-15 13:52 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T14:02:38.319Z", "day": "2026-10-15", "traceId": "b86477cba9cdc0034f3852bd3b3309bb", "observationId": "4de322dd1055d9b7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b86477cba9cdc0034f3852bd3b3309bb?observation=4de322dd1055d9b7", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T14:03:30.981Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: aiModeOn", "timestamp": "2026-10-15T14:03:30.830Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 1 of 1 items missing aiModeResult", "timestamp": "2026-10-15T14:03:30.682Z", "metadata": {} }, "check.pages": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: maxPagesPerQuery is missing (expected at most 1)", "timestamp": "2026-10-15T14:03:30.541Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T14:03:30.082Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T14:03:29.934Z", "metadata": {} }, "check.aiModeOn": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper: aiModeSearch.enableAiMode = false (expected true)", "timestamp": "2026-10-15T14:03:29.794Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T14:03:29.610Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T14:03:29.084Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "pages", "aiModeOn" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "4fb28f9744766e76", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:api · subject:google-search-scraper limit:2 · 2026-10-15 13:52 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T14:03:31.870Z", "day": "2026-10-15", "traceId": "f5b3dd7c402cc00bb6cdaa06d685c640", "observationId": "fbe71890b02ea445", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f5b3dd7c402cc00bb6cdaa06d685c640?observation=fbe71890b02ea445", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T14:05:09.364Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: aiModeOn", "timestamp": "2026-10-15T14:05:09.102Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 1 of 1 items missing aiModeResult", "timestamp": "2026-10-15T14:05:08.884Z", "metadata": {} }, "check.pages": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: maxPagesPerQuery is missing (expected at most 1)", "timestamp": "2026-10-15T14:05:08.573Z", "metadata": {} }, "check.country": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: countryCode is missing (expected \"gb\")", "timestamp": "2026-10-15T14:05:08.196Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T14:05:08.015Z", "metadata": {} }, "check.aiModeOn": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper: aiModeSearch.enableAiMode = false (expected true)", "timestamp": "2026-10-15T14:05:07.824Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T14:05:07.528Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T14:05:07.147Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "pages", "country", "aiModeOn" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "4fb28f9744766e76", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:api · subject:google-search-scraper limit:2 · 2026-10-15 13:52 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T14:03:31.870Z", "day": "2026-10-15", "traceId": "3262b2466ea41d824e376425dcb67be6", "observationId": "8c878bd99debbf8f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3262b2466ea41d824e376425dcb67be6?observation=8c878bd99debbf8f", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T14:04:00.493Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, query, country, items, fields", "timestamp": "2026-10-15T14:04:00.337Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run to read items from", "timestamp": "2026-10-15T14:04:00.160Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run to read items from", "timestamp": "2026-10-15T14:03:59.998Z", "metadata": {} }, "check.pages": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T14:03:59.847Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T14:03:59.692Z", "metadata": {} }, "check.country": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T14:03:59.500Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T14:03:59.313Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T14:03:59.112Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T14:03:58.404Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "items", "pages", "lang", "country", "query", "ranOk" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "c5b5b511006ceb16", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:cli · subject:google-search-scraper limit:2 · 2026-10-15 14:06 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T14:06:51.793Z", "day": "2026-10-15", "traceId": "ee5028c50808d2653bee8dbba7c3e328", "observationId": "586474afd4cbdfbb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ee5028c50808d2653bee8dbba7c3e328?observation=586474afd4cbdfbb", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T14:07:42.539Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, ranOk, aiModeOn, query", "timestamp": "2026-10-15T14:07:42.383Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run to read items from", "timestamp": "2026-10-15T14:07:42.208Z", "metadata": {} }, "check.pages": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T14:07:41.934Z", "metadata": {} }, "check.country": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T14:07:41.771Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T14:07:41.290Z", "metadata": {} }, "check.aiModeOn": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T14:07:41.125Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T14:07:40.943Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T14:07:40.509Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "pages", "country", "query", "aiModeOn", "ranOk", "rightActor" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "c5b5b511006ceb16", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:cli · subject:google-search-scraper limit:2 · 2026-10-15 14:06 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T14:06:51.794Z", "day": "2026-10-15", "traceId": "0b887c09c85b2647a51e78cd184972ea", "observationId": "ef6296e6e0103951", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0b887c09c85b2647a51e78cd184972ea?observation=ef6296e6e0103951", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T14:07:50.034Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: country", "timestamp": "2026-10-15T14:07:49.591Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T14:07:49.459Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T14:07:49.319Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T14:07:49.184Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode = \"\" (expected \"de\")", "timestamp": "2026-10-15T14:07:49.043Z", "metadata": {} }, "check.country": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper: countryCode is missing (expected \"de\")", "timestamp": "2026-10-15T14:07:48.912Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T14:07:48.740Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T14:07:48.562Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T14:07:48.204Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang", "country" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "aa21e8ad74955c76", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:api · subject:google-search-scraper limit:2 · 2026-10-15 14:06 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T14:07:50.206Z", "day": "2026-10-15", "traceId": "86a8680e878ec43b021850064e3b6797", "observationId": "9d4e4c251cf59b57", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/86a8680e878ec43b021850064e3b6797?observation=9d4e4c251cf59b57", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-15T14:12:55.739Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, aiModeOn", "timestamp": "2026-10-15T14:12:55.610Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 3 of 3 items missing aiModeResult", "timestamp": "2026-10-15T14:12:55.454Z", "metadata": {} }, "check.pages": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: maxPagesPerQuery is missing (expected at most 1); apify/google-search-scraper: maxPagesPerQuery is missing (expected at most 1); apify/google-search-scraper: maxPagesPerQuery is missing (expected at most 1); apify/google-search-scraper: maxPagesPerQuery is missing (expected at most 1)", "timestamp": "2026-10-15T14:12:55.301Z", "metadata": {} }, "check.country": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: countryCode is missing (expected \"gb\"); apify/google-search-scraper: countryCode is missing (expected \"gb\"); apify/google-search-scraper: countryCode is missing (expected \"gb\")", "timestamp": "2026-10-15T14:12:55.147Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s)", "timestamp": "2026-10-15T14:12:54.993Z", "metadata": {} }, "check.aiModeOn": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper: aiModeSearch.enableAiMode = false (expected true); apify/google-search-scraper: aiModeSearch.enableAiMode = false (expected true); apify/google-search-scraper: aiModeSearch.enableAiMode = false (expected true); apify/google-search-scraper: aiModeSearch.enableAiMode = false (expected true)", "timestamp": "2026-10-15T14:12:54.818Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-15T14:12:54.685Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T14:12:54.287Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "fields", "pages", "country", "aiModeOn", "ranOk" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "aa21e8ad74955c76", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:api · subject:google-search-scraper limit:2 · 2026-10-15 14:06 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T14:07:50.207Z", "day": "2026-10-15", "traceId": "74ee7009e627ef14feee4ed82156f873", "observationId": "68c5944918a3c87c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/74ee7009e627ef14feee4ed82156f873?observation=68c5944918a3c87c", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T14:08:41.429Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, ranOk, query, country, items, fields", "timestamp": "2026-10-15T14:08:41.295Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run to read items from", "timestamp": "2026-10-15T14:08:41.133Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run to read items from", "timestamp": "2026-10-15T14:08:41.000Z", "metadata": {} }, "check.pages": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T14:08:40.858Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T14:08:40.721Z", "metadata": {} }, "check.country": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T14:08:40.581Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T14:08:40.298Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T14:08:40.078Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T14:08:39.679Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "items", "pages", "lang", "country", "query", "ranOk", "rightActor" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "3a38658564ba7fb6", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:cli · subject:google-search-scraper limit:2 · 2026-10-15 15:27 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T15:27:43.758Z", "day": "2026-10-15", "traceId": "ccd17943cc10410554ac60a8339c8556", "observationId": "ef3a050d820f9a94", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ccd17943cc10410554ac60a8339c8556?observation=ef3a050d820f9a94", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-15T15:32:49.897Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-15T15:32:49.763Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 0 items ok", "timestamp": "2026-10-15T15:32:49.629Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T15:32:49.487Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T15:32:49.337Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T15:32:49.204Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-10-15T15:32:49.028Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper run 3TTkur7wIRVG3QPSx: RUNNING", "timestamp": "2026-10-15T15:32:48.889Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T15:32:48.508Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "3a38658564ba7fb6", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:cli · subject:google-search-scraper limit:2 · 2026-10-15 15:27 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T15:27:43.760Z", "day": "2026-10-15", "traceId": "c797b37a0f70c1e25b56db27f5daeb43", "observationId": "43372c4839e73092", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c797b37a0f70c1e25b56db27f5daeb43?observation=43372c4839e73092", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T15:28:52.118Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T15:28:51.930Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T15:28:51.798Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T15:28:51.657Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T15:28:51.471Z", "metadata": {} }, "check.lang": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): languageCode", "timestamp": "2026-10-15T15:28:51.331Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T15:28:51.193Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T15:28:51.058Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T15:28:50.840Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T15:28:50.303Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "ede5fea22ab7627f", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:api · subject:google-search-scraper limit:2 · 2026-10-15 15:27 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T15:32:50.179Z", "day": "2026-10-15", "traceId": "1ebb48e92b9e2f5ada473fdea7a184ac", "observationId": "f27214e19820fabf", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1ebb48e92b9e2f5ada473fdea7a184ac?observation=f27214e19820fabf", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T15:34:20.203Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: aiModeOn", "timestamp": "2026-10-15T15:34:20.054Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 1 of 1 items missing aiModeResult", "timestamp": "2026-10-15T15:34:19.859Z", "metadata": {} }, "check.pages": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: maxPagesPerQuery is missing (expected at most 1)", "timestamp": "2026-10-15T15:34:19.650Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T15:34:19.413Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T15:34:19.267Z", "metadata": {} }, "check.aiModeOn": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper: aiModeSearch.enableAiMode = false (expected true)", "timestamp": "2026-10-15T15:34:19.127Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T15:34:18.950Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T15:34:18.451Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "pages", "aiModeOn" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "ede5fea22ab7627f", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:api · subject:google-search-scraper limit:2 · 2026-10-15 15:27 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T15:32:50.179Z", "day": "2026-10-15", "traceId": "bc942e48251a17e49cd4ae0a9c35ca4b", "observationId": "f334711d6bbdb87e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/bc942e48251a17e49cd4ae0a9c35ca4b?observation=f334711d6bbdb87e", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T15:35:53.718Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: country", "timestamp": "2026-10-15T15:35:53.568Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T15:35:53.433Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T15:35:53.295Z", "metadata": {} }, "check.pages": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: maxPagesPerQuery is missing (expected at most 1)", "timestamp": "2026-10-15T15:35:53.155Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode = \"\" (expected \"de\")", "timestamp": "2026-10-15T15:35:53.015Z", "metadata": {} }, "check.country": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper: countryCode is missing (expected \"de\")", "timestamp": "2026-10-15T15:35:52.843Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T15:35:52.632Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T15:35:52.428Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T15:35:52.021Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "pages", "lang", "country" ], "judgeComment": null }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "333b4626a72f537c", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:mcp · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · 2026-10-15 15:40 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T15:40:13.085Z", "day": "2026-10-15", "traceId": "1fa075740c3811e3ce516bbbc2b15e01", "observationId": "47ae6f01e260e364", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1fa075740c3811e3ce516bbbc2b15e01?observation=47ae6f01e260e364", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T15:42:01.539Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-15T15:42:01.407Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-15T15:42:01.267Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true)", "timestamp": "2026-10-15T15:42:01.113Z", "metadata": {} }, "check.sectionFilter": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): includeUrlGlobs", "timestamp": "2026-10-15T15:42:00.978Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxCrawlPages", "timestamp": "2026-10-15T15:42:00.840Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): startUrls[0].url", "timestamp": "2026-10-15T15:42:00.706Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/website-content-crawler run : CALL-FAILED", "timestamp": "2026-10-15T15:42:00.523Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-15T15:42:00.154Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "saveHtml", "ranOk" ], "judgeComment": null }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "333b4626a72f537c", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:mcp · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · 2026-10-15 15:40 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T15:40:13.087Z", "day": "2026-10-15", "traceId": "67d1e5b5da820b3bb9dce609c26f7542", "observationId": "9df3652220b802ff", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/67d1e5b5da820b3bb9dce609c26f7542?observation=9df3652220b802ff", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T15:41:43.212Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, startUrl", "timestamp": "2026-10-15T15:41:43.073Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): vellumlabs/docs-to-markdown-corpus: maxCrawlPages is missing (expected at most 20); vellumlabs/docs-to-markdown-corpus: maxCrawlPages is missing (expected at most 20)", "timestamp": "2026-10-15T15:41:42.929Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: vellumlabs/docs-to-markdown-corpus: startUrls[0].url is missing (expected to match /docs\\.apify\\.com/academy/)", "timestamp": "2026-10-15T15:41:42.788Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): vellumlabs/docs-to-markdown-corpus run : CALL-FAILED", "timestamp": "2026-10-15T15:41:42.642Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-15T15:41:42.456Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used vellumlabs/docs-to-markdown-corpus; expected apify/website-content-crawler", "timestamp": "2026-10-15T15:41:42.086Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "pageCap", "startUrl", "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "333b4626a72f537c", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:mcp · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · 2026-10-15 15:40 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T15:40:13.087Z", "day": "2026-10-15", "traceId": "498ced993a795c7543966c60283e4aa3", "observationId": "cc38d76f4919e28e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/498ced993a795c7543966c60283e4aa3?observation=cc38d76f4919e28e", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T15:42:56.495Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-15T15:42:56.353Z", "metadata": {} }, "check.followers": { "value": 1, "stringValue": null, "comment": "PASS: followersCount within 2%", "timestamp": "2026-10-15T15:42:56.205Z", "metadata": {} }, "check.grounded": { "value": 0.5, "stringValue": null, "comment": "FAIL: 1 of 2 numbers not in Actor output: 337,758", "timestamp": "2026-10-15T15:42:56.062Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): directUrls[0]", "timestamp": "2026-10-15T15:42:55.858Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-15T15:42:55.650Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-10-15T15:42:55.506Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-10-15T15:42:55.134Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "333b4626a72f537c", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:mcp · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · 2026-10-15 15:40 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T15:40:13.087Z", "day": "2026-10-15", "traceId": "a6880ba20acee658bceae021676189a2", "observationId": "f7a8bf3880537cbf", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a6880ba20acee658bceae021676189a2?observation=f7a8bf3880537cbf", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T15:41:31.938Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T15:41:31.800Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T15:41:31.658Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-15T15:41:31.479Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T15:41:31.096Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "333b4626a72f537c", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:mcp · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · 2026-10-15 15:40 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T15:40:13.088Z", "day": "2026-10-15", "traceId": "a344fc193395445c955e600b5debb7f6", "observationId": "11066d95befa2f91", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a344fc193395445c955e600b5debb7f6?observation=11066d95befa2f91", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-15T15:45:16.044Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-15T15:45:15.849Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 0 items ok", "timestamp": "2026-10-15T15:45:15.711Z", "metadata": {} }, "check.pages": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: maxPagesPerQuery is missing (expected at most 1)", "timestamp": "2026-10-15T15:45:15.570Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T15:45:15.428Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T15:45:15.225Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-10-15T15:45:15.021Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper run Z1K2L9HbjzKUiyK8R: RUNNING", "timestamp": "2026-10-15T15:45:14.834Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T15:45:14.428Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pages", "ranOk" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "333b4626a72f537c", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:mcp · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · 2026-10-15 15:40 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T15:41:33.803Z", "day": "2026-10-15", "traceId": "7f3c34290d9c0803afb277ba4dd889df", "observationId": "18cf564a731e0022", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7f3c34290d9c0803afb277ba4dd889df?observation=18cf564a731e0022", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T15:42:35.029Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T15:42:34.888Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T15:42:34.736Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T15:42:34.597Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T15:42:34.457Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode is missing (expected \"de\")", "timestamp": "2026-10-15T15:42:34.322Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T15:42:34.177Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T15:42:33.961Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T15:42:33.808Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T15:42:33.432Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "333b4626a72f537c", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:mcp · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · 2026-10-15 15:40 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T15:41:43.272Z", "day": "2026-10-15", "traceId": "26142860b5026f635cb6dd9fe5786a19", "observationId": "34e491ae22882da9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/26142860b5026f635cb6dd9fe5786a19?observation=34e491ae22882da9", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T15:42:49.127Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-15T15:42:48.989Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T15:42:48.776Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-15T15:42:48.575Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T15:42:48.176Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "b8daeea624544a4a", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:mcp · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · 2026-10-15 15:40 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T15:45:16.392Z", "day": "2026-10-15", "traceId": "8058e619ce1ba0ed7d94b467e3502ca1", "observationId": "b43762f338b32cfc", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8058e619ce1ba0ed7d94b467e3502ca1?observation=b43762f338b32cfc", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T15:48:09.949Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-15T15:48:09.752Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 12 items, expected at most 10", "timestamp": "2026-10-15T15:48:09.613Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml is missing (expected true)", "timestamp": "2026-10-15T15:48:09.461Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs is missing (expected to be set)", "timestamp": "2026-10-15T15:48:09.277Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawlPages", "timestamp": "2026-10-15T15:48:09.141Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-15T15:48:09.002Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T15:48:08.799Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-15T15:48:08.401Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter" ], "judgeComment": null }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "b8daeea624544a4a", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:mcp · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · 2026-10-15 15:40 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T15:45:16.392Z", "day": "2026-10-15", "traceId": "8b75a666e74bdd3da552fd92bcca8606", "observationId": "4afe69c9f2ac0762", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8b75a666e74bdd3da552fd92bcca8606?observation=4afe69c9f2ac0762", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T15:47:05.361Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T15:47:05.143Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/instagram-post-scraper run : CALL-FAILED", "timestamp": "2026-10-15T15:47:04.982Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-15T15:47:04.825Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T15:47:04.444Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "b8daeea624544a4a", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:mcp · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · 2026-10-15 15:40 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T15:45:16.392Z", "day": "2026-10-15", "traceId": "c130c89dc2781edf5f788eb8d7de5695", "observationId": "e36460d86cbdfc66", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c130c89dc2781edf5f788eb8d7de5695?observation=e36460d86cbdfc66", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T15:50:12.396Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-15T15:50:12.193Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 0 items ok", "timestamp": "2026-10-15T15:50:12.058Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T15:50:11.915Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T15:50:11.778Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T15:50:11.608Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-10-15T15:50:11.472Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper run rgmx2RMMqIa7jkwyI: RUNNING", "timestamp": "2026-10-15T15:50:11.266Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T15:50:10.826Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": null }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "b8daeea624544a4a", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:mcp · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · 2026-10-15 15:40 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T15:45:16.392Z", "day": "2026-10-15", "traceId": "8d411d6aa0271c4690b4997bf4f6e588", "observationId": "362481510e1171b6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8d411d6aa0271c4690b4997bf4f6e588?observation=362481510e1171b6", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T15:46:40.103Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T15:46:39.953Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): munin/url-to-markdown: maxCrawlPages is missing (expected at most 20); munin/url-to-markdown: maxCrawlPages is missing (expected at most 20)", "timestamp": "2026-10-15T15:46:39.809Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): startUrls[0].url", "timestamp": "2026-10-15T15:46:39.642Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): munin/url-to-markdown run : CALL-FAILED", "timestamp": "2026-10-15T15:46:39.458Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-15T15:46:39.317Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used munin/url-to-markdown; expected apify/website-content-crawler", "timestamp": "2026-10-15T15:46:38.937Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "pageCap", "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "b8daeea624544a4a", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:mcp · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · 2026-10-15 15:40 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T15:45:16.392Z", "day": "2026-10-15", "traceId": "850a46e423e061fca75e8a03096f1d1b", "observationId": "afb15f9758ad3007", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/850a46e423e061fca75e8a03096f1d1b?observation=afb15f9758ad3007", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T15:46:32.045Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded, followers", "timestamp": "2026-10-15T15:46:31.912Z", "metadata": {} }, "check.followers": { "value": 0, "stringValue": null, "comment": "FAIL: answer has no value for /([\\d,]{9,})\\s*followers|followers?[^0-9]{0,30}([\\d,]{9,})/", "timestamp": "2026-10-15T15:46:31.777Z", "metadata": {} }, "check.grounded": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 2 numbers not in Actor output: 337,800, 100,000,000", "timestamp": "2026-10-15T15:46:31.645Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): directUrls[0]", "timestamp": "2026-10-15T15:46:31.511Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-15T15:46:31.276Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-10-15T15:46:31.099Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-10-15T15:46:30.613Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "followers", "grounded" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "b8daeea624544a4a", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:mcp · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · 2026-10-15 15:40 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T15:46:32.103Z", "day": "2026-10-15", "traceId": "97fb8cb8f40310f0a002458761356a6a", "observationId": "d073db6a1bd9f835", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/97fb8cb8f40310f0a002458761356a6a?observation=d073db6a1bd9f835", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T15:47:58.285Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T15:47:58.146Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T15:47:57.973Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T15:47:57.833Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T15:47:57.691Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode is missing (expected \"de\")", "timestamp": "2026-10-15T15:47:57.552Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T15:47:57.383Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T15:47:57.225Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T15:47:57.044Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T15:47:56.674Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "b8daeea624544a4a", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:mcp · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · 2026-10-15 15:40 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T15:46:40.172Z", "day": "2026-10-15", "traceId": "aa3d2c8967654c61bc4afae2e285dc73", "observationId": "1302929dfda3e16d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/aa3d2c8967654c61bc4afae2e285dc73?observation=1302929dfda3e16d", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T15:47:06.066Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor", "timestamp": "2026-10-15T15:47:05.916Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T15:47:05.771Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-15T15:47:05.553Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T15:47:05.415Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "ranOk", "rightActor" ], "judgeComment": null }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "d8acc8bb8c59d7c8", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:cli · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · 2026-10-15 15:40 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T15:50:12.459Z", "day": "2026-10-15", "traceId": "0a6f0ab450d0ebaea5d591feebd3a83d", "observationId": "dd9054fe8dd49b6e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0a6f0ab450d0ebaea5d591feebd3a83d?observation=dd9054fe8dd49b6e", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T15:53:46.103Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-15T15:53:45.950Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 14 items, expected at most 10", "timestamp": "2026-10-15T15:53:45.793Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml = false (expected true); apify/website-content-crawler: saveHtml = false (expected true)", "timestamp": "2026-10-15T15:53:45.616Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs = [] (expected to be set)", "timestamp": "2026-10-15T15:53:45.461Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxCrawlPages", "timestamp": "2026-10-15T15:53:45.312Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): startUrls[0].url", "timestamp": "2026-10-15T15:53:45.121Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-15T15:53:44.968Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-15T15:53:44.528Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter" ], "judgeComment": null }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "d8acc8bb8c59d7c8", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:cli · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · 2026-10-15 15:40 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T15:50:12.459Z", "day": "2026-10-15", "traceId": "460e3a617d389e3373bee891f0b6fbfc", "observationId": "543ca03422deaf3a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/460e3a617d389e3373bee891f0b6fbfc?observation=543ca03422deaf3a", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-15T15:55:17.910Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-15T15:55:17.759Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: maxCrawlPages = 9999999 (expected at most 20)", "timestamp": "2026-10-15T15:55:17.618Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-15T15:55:17.484Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler run commwDmra0v0OTFm3: RUNNING", "timestamp": "2026-10-15T15:55:17.339Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/website-content-crawler\"", "timestamp": "2026-10-15T15:55:17.201Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-15T15:55:17.059Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pageCap", "ranOk" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "d8acc8bb8c59d7c8", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:cli · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · 2026-10-15 15:40 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T15:50:12.459Z", "day": "2026-10-15", "traceId": "358b823135bc86f267ecaacfddce271f", "observationId": "5453fd85790438d3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/358b823135bc86f267ecaacfddce271f?observation=5453fd85790438d3", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T15:55:15.185Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-15T15:55:15.025Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 0 items ok", "timestamp": "2026-10-15T15:55:14.888Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T15:55:14.700Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T15:55:14.564Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T15:55:14.417Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-10-15T15:55:14.281Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper run aFc2f46CfrwqAMb3B: RUNNING", "timestamp": "2026-10-15T15:55:14.097Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T15:55:13.722Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": null }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "d8acc8bb8c59d7c8", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:cli · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · 2026-10-15 15:40 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T15:50:12.459Z", "day": "2026-10-15", "traceId": "70c820873824e21f66bbd25c44c51cca", "observationId": "74377085473a0e3f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/70c820873824e21f66bbd25c44c51cca?observation=74377085473a0e3f", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T15:51:39.198Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T15:51:39.029Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T15:51:38.895Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-15T15:51:38.729Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T15:51:38.166Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "d8acc8bb8c59d7c8", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:cli · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · 2026-10-15 15:40 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T15:50:12.459Z", "day": "2026-10-15", "traceId": "977a20f783a121471a68f41d2c8dd16a", "observationId": "5be6e3b1b7759638", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/977a20f783a121471a68f41d2c8dd16a?observation=5be6e3b1b7759638", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T15:52:31.464Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: profileUrl, grounded", "timestamp": "2026-10-15T15:52:31.330Z", "metadata": {} }, "check.followers": { "value": 1, "stringValue": null, "comment": "PASS: followersCount within 2%", "timestamp": "2026-10-15T15:52:31.159Z", "metadata": {} }, "check.grounded": { "value": 0.333, "stringValue": null, "comment": "FAIL: 2 of 3 numbers not in Actor output: 326,912, 6,500,000", "timestamp": "2026-10-15T15:52:31.025Z", "metadata": {} }, "check.profileUrl": { "value": 0, "stringValue": null, "comment": "FAIL: apify/instagram-scraper: directUrls[0] is missing (expected to match /instagram\\.com/nasa/)", "timestamp": "2026-10-15T15:52:30.860Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 3 run(s) SUCCEEDED", "timestamp": "2026-10-15T15:52:30.722Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-10-15T15:52:30.481Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-10-15T15:52:30.064Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "profileUrl" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "d8acc8bb8c59d7c8", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:cli · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · 2026-10-15 15:40 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T15:51:39.257Z", "day": "2026-10-15", "traceId": "1ab799e0f3f54d6bd0501672ffdad1b8", "observationId": "b62ec1795ccba7bf", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1ab799e0f3f54d6bd0501672ffdad1b8?observation=b62ec1795ccba7bf", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T15:52:21.353Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T15:52:21.212Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T15:52:20.937Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T15:52:20.801Z", "metadata": {} }, "check.pages": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: maxPagesPerQuery is missing (expected at most 1)", "timestamp": "2026-10-15T15:52:20.668Z", "metadata": {} }, "check.lang": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): languageCode", "timestamp": "2026-10-15T15:52:20.532Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T15:52:20.391Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T15:52:20.254Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T15:52:20.085Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T15:52:19.695Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "pages" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "d8acc8bb8c59d7c8", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:cli · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · 2026-10-15 15:40 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T15:52:21.458Z", "day": "2026-10-15", "traceId": "92079dd52fea7ac48da5ee60b042a224", "observationId": "a74543bcdfa2a402", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/92079dd52fea7ac48da5ee60b042a224?observation=a74543bcdfa2a402", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T15:53:22.143Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-15T15:53:21.947Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T15:53:21.807Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-15T15:53:21.614Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T15:53:21.149Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "d86fc5df40af446e", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:cli · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · 2026-10-15 15:40 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T15:55:17.991Z", "day": "2026-10-15", "traceId": "8be0287c5c9295d30fa9f7b1de70431a", "observationId": "8b6826de3ec34f9a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8be0287c5c9295d30fa9f7b1de70431a?observation=8b6826de3ec34f9a", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-15T16:00:25.602Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, ranOk, aiModeOn, query", "timestamp": "2026-10-15T16:00:25.468Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run to read items from", "timestamp": "2026-10-15T16:00:25.237Z", "metadata": {} }, "check.pages": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T16:00:25.102Z", "metadata": {} }, "check.country": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T16:00:24.964Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T16:00:24.825Z", "metadata": {} }, "check.aiModeOn": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T16:00:24.669Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T16:00:24.533Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T16:00:24.381Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "fields", "pages", "country", "query", "aiModeOn", "ranOk", "rightActor" ], "judgeComment": null }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "d86fc5df40af446e", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:cli · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · 2026-10-15 15:40 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T15:55:17.991Z", "day": "2026-10-15", "traceId": "44d804362c65c8019cbd91e878abb390", "observationId": "37b8b9a768595b5a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/44d804362c65c8019cbd91e878abb390?observation=37b8b9a768595b5a", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T15:56:25.319Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T15:56:25.184Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T15:56:25.044Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-15T15:56:24.871Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T15:56:24.497Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "d86fc5df40af446e", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:cli · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · 2026-10-15 15:40 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T15:55:17.991Z", "day": "2026-10-15", "traceId": "1be61ea83be16d4516b22c6df29607bf", "observationId": "cd5c5c1782a0847b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1be61ea83be16d4516b22c6df29607bf?observation=cd5c5c1782a0847b", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T15:56:46.821Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape, ranOk, profileUrl, followers", "timestamp": "2026-10-15T15:56:46.680Z", "metadata": {} }, "check.followers": { "value": 0, "stringValue": null, "comment": "FAIL: answer has no value for /([\\d,]{9,})\\s*followers|followers?[^0-9]{0,30}([\\d,]{9,})/", "timestamp": "2026-10-15T15:56:46.543Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-15T15:56:46.407Z", "metadata": {} }, "check.profileUrl": { "value": 0, "stringValue": null, "comment": "FAIL: apify/instagram-scraper: directUrls[0] is missing (expected to match /instagram\\.com/nasa/); apify/instagram-scraper: directUrls[0] is missing (expected to match /instagram\\.com/nasa/); apify/instagram-scraper: directUrls[0] is missing (expected to match /instagram\\.com/nasa/); apify/instagram-profile-scraper: directUrls[0] is missing (expected to match /instagram\\.com/nasa/)", "timestamp": "2026-10-15T15:56:46.257Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 4 Actor run(s), expected at most 3", "timestamp": "2026-10-15T15:56:46.109Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-10-15T15:56:45.907Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\d[\\d,]{5,}/", "timestamp": "2026-10-15T15:56:45.455Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "followers", "profileUrl", "ranOk", "shape" ], "judgeComment": null }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "d86fc5df40af446e", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:cli · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · 2026-10-15 15:40 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T15:55:17.991Z", "day": "2026-10-15", "traceId": "7a6d3eaa0bafe56cb4b0258a7272c39a", "observationId": "e88f1f46c7d60ace", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7a6d3eaa0bafe56cb4b0258a7272c39a?observation=e88f1f46c7d60ace", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-15T16:00:24.931Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-15T16:00:24.792Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawlPages", "timestamp": "2026-10-15T16:00:24.656Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-15T16:00:24.286Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler run aQarKzaEvQ00ndNBn: RUNNING", "timestamp": "2026-10-15T16:00:24.132Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/website-content-crawler\"", "timestamp": "2026-10-15T16:00:23.933Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-15T16:00:23.512Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk" ], "judgeComment": null }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "d86fc5df40af446e", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:cli · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · 2026-10-15 15:40 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T15:55:17.991Z", "day": "2026-10-15", "traceId": "e43cea601f51468103c887f1484238a9", "observationId": "fdcfbf9ebbbafded", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e43cea601f51468103c887f1484238a9?observation=fdcfbf9ebbbafded", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T15:58:07.348Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-15T15:58:07.203Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 11 items, expected at most 10", "timestamp": "2026-10-15T15:58:07.063Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml = false (expected true)", "timestamp": "2026-10-15T15:58:06.913Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs = [] (expected to be set)", "timestamp": "2026-10-15T15:58:06.763Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawlPages", "timestamp": "2026-10-15T15:58:06.616Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-15T15:58:06.367Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T15:58:06.149Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-15T15:58:05.765Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "d86fc5df40af446e", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:cli · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · 2026-10-15 15:40 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T15:56:25.385Z", "day": "2026-10-15", "traceId": "440e4d3e0b0ed5953bfcfae994589549", "observationId": "5ec54df085880265", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/440e4d3e0b0ed5953bfcfae994589549?observation=5ec54df085880265", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T15:57:26.582Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T15:57:26.448Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T15:57:26.309Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T15:57:26.168Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T15:57:25.985Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode = \"\" (expected \"de\")", "timestamp": "2026-10-15T15:57:25.854Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T15:57:25.723Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T15:57:25.579Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T15:57:25.380Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T15:57:24.988Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "d86fc5df40af446e", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:cli · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · 2026-10-15 15:40 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T15:56:46.879Z", "day": "2026-10-15", "traceId": "45b2dc565cfa4dca29570460722d120f", "observationId": "92853d6afc7f887e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/45b2dc565cfa4dca29570460722d120f?observation=92853d6afc7f887e", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T15:57:50.930Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-15T15:57:50.786Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T15:57:50.651Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-15T15:57:50.480Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T15:57:50.111Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "e932861d60d61069", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:api · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · 2026-10-15 15:40 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T16:00:25.674Z", "day": "2026-10-15", "traceId": "a42516955a1f0d0cccf33c65735ca5cb", "observationId": "96ba099d781d5e07", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a42516955a1f0d0cccf33c65735ca5cb?observation=96ba099d781d5e07", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-15T16:05:31.041Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor", "timestamp": "2026-10-15T16:05:30.905Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: maxCrawlPages = 9999999 (expected at most 20)", "timestamp": "2026-10-15T16:05:30.728Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-15T16:05:30.523Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler run hIcrR198AgRtnhrso: RUNNING", "timestamp": "2026-10-15T16:05:30.318Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-15T16:05:30.014Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-15T16:05:29.540Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pageCap", "ranOk", "namedActor" ], "judgeComment": null }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "e932861d60d61069", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:api · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · 2026-10-15 15:40 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T16:00:25.674Z", "day": "2026-10-15", "traceId": "7d44c49f1e9fde88b546a7aded197c8d", "observationId": "157b227e27f406b4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7d44c49f1e9fde88b546a7aded197c8d?observation=157b227e27f406b4", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:03:31.431Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-15T16:03:31.290Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 items, expected at least 1", "timestamp": "2026-10-15T16:03:31.163Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml = false (expected true)", "timestamp": "2026-10-15T16:03:31.023Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs = [] (expected to be set)", "timestamp": "2026-10-15T16:03:30.817Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: maxCrawlPages = 9999999 (expected at most 10)", "timestamp": "2026-10-15T16:03:30.610Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-15T16:03:30.470Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T16:03:30.275Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-15T16:03:29.894Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter", "pageCap" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "e932861d60d61069", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:api · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · 2026-10-15 15:40 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T16:00:25.675Z", "day": "2026-10-15", "traceId": "d3cbcbac074aacde4742812721f5a8c3", "observationId": "be67cf5ebbd85168", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d3cbcbac074aacde4742812721f5a8c3?observation=be67cf5ebbd85168", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:01:31.832Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: aiModeOn", "timestamp": "2026-10-15T16:01:31.696Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 1 of 1 items missing aiModeResult", "timestamp": "2026-10-15T16:01:31.517Z", "metadata": {} }, "check.pages": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: maxPagesPerQuery is missing (expected at most 1)", "timestamp": "2026-10-15T16:01:31.380Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T16:01:31.239Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T16:01:31.106Z", "metadata": {} }, "check.aiModeOn": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper: aiModeSearch.enableAiMode = false (expected true)", "timestamp": "2026-10-15T16:01:30.909Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T16:01:30.775Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T16:01:30.392Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "pages", "aiModeOn" ], "judgeComment": null }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "e932861d60d61069", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:api · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · 2026-10-15 15:40 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T16:00:25.675Z", "day": "2026-10-15", "traceId": "3263804e22e1bdc99d31e91b5457d1d7", "observationId": "e1700cbdf42ca2cc", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3263804e22e1bdc99d31e91b5457d1d7?observation=e1700cbdf42ca2cc", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:04:23.657Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, profileUrl", "timestamp": "2026-10-15T16:04:23.450Z", "metadata": {} }, "check.followers": { "value": 1, "stringValue": null, "comment": "PASS: followersCount within 2%", "timestamp": "2026-10-15T16:04:23.276Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 2 numbers found in Actor output", "timestamp": "2026-10-15T16:04:23.144Z", "metadata": {} }, "check.profileUrl": { "value": 0, "stringValue": null, "comment": "FAIL: apify/instagram-scraper: directUrls[0] is missing (expected to match /instagram\\.com/nasa/); apify/instagram-profile-scraper: directUrls[0] is missing (expected to match /instagram\\.com/nasa/); apify/instagram-scraper: directUrls[0] is missing (expected to match /instagram\\.com/nasa/); apify/instagram-scraper: directUrls[0] is missing (expected to match /instagram\\.com/nasa/)", "timestamp": "2026-10-15T16:04:22.970Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 4 Actor run(s), expected at most 3", "timestamp": "2026-10-15T16:04:22.836Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-10-15T16:04:22.657Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-10-15T16:04:22.299Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "profileUrl", "ranOk" ], "judgeComment": null }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "e932861d60d61069", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:api · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · 2026-10-15 15:40 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T16:00:25.675Z", "day": "2026-10-15", "traceId": "15b01017cecf5f31a09532bcb1d9cbbf", "observationId": "a48bbadbba824a94", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/15b01017cecf5f31a09532bcb1d9cbbf?observation=a48bbadbba824a94", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:03:45.706Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T16:03:45.564Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/instagram-post-scraper run A5RaalXdCyM9u0vcP: RUNNING", "timestamp": "2026-10-15T16:03:45.356Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-15T16:03:45.123Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T16:03:44.720Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "e932861d60d61069", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:api · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · 2026-10-15 15:40 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T16:01:31.897Z", "day": "2026-10-15", "traceId": "76e5dc979b5be668b9ca70a8b8919334", "observationId": "e4cd6e83d9ea22f0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/76e5dc979b5be668b9ca70a8b8919334?observation=e4cd6e83d9ea22f0", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:02:19.343Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T16:02:19.119Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T16:02:18.982Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T16:02:18.853Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T16:02:18.708Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode = \"\" (expected \"de\")", "timestamp": "2026-10-15T16:02:18.547Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T16:02:18.409Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T16:02:18.229Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T16:02:18.091Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T16:02:17.714Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "e932861d60d61069", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:api · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · 2026-10-15 15:40 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T16:02:19.416Z", "day": "2026-10-15", "traceId": "128303864ea52d2e2b9dccefdb337f0a", "observationId": "1a86aac3cb673c15", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/128303864ea52d2e2b9dccefdb337f0a?observation=1a86aac3cb673c15", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:03:11.110Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-15T16:03:10.962Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T16:03:10.817Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-15T16:03:10.622Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T16:03:10.234Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "ad676e187ee790a7", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:api · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · 2026-10-15 15:40 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T16:05:31.106Z", "day": "2026-10-15", "traceId": "eff3593d861c93ffb5a7f5b828252e37", "observationId": "e77e8b5b963abf7d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/eff3593d861c93ffb5a7f5b828252e37?observation=e77e8b5b963abf7d", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:08:46.064Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-15T16:08:45.922Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-15T16:08:45.786Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml = false (expected true); apify/website-content-crawler: saveHtml = false (expected true)", "timestamp": "2026-10-15T16:08:45.623Z", "metadata": {} }, "check.sectionFilter": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): includeUrlGlobs", "timestamp": "2026-10-15T16:08:45.482Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: maxCrawlPages = 9999999 (expected at most 10); apify/website-content-crawler: maxCrawlPages = 9999999 (expected at most 10)", "timestamp": "2026-10-15T16:08:45.335Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): startUrls[0].url", "timestamp": "2026-10-15T16:08:45.195Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/website-content-crawler run fIvqOGoqmTwab3Q2E: RUNNING", "timestamp": "2026-10-15T16:08:44.996Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-15T16:08:44.856Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "saveHtml", "pageCap", "ranOk" ], "judgeComment": null }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "ad676e187ee790a7", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:api · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · 2026-10-15 15:40 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T16:05:31.107Z", "day": "2026-10-15", "traceId": "07f1fd6b3f1a37bb626f5eb5bda305c1", "observationId": "57137b95e54bb134", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/07f1fd6b3f1a37bb626f5eb5bda305c1?observation=57137b95e54bb134", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-15T16:10:35.790Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor", "timestamp": "2026-10-15T16:10:35.659Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawlPages", "timestamp": "2026-10-15T16:10:35.521Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-15T16:10:35.381Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler run cxpEkY9FIv90lAfqd: RUNNING", "timestamp": "2026-10-15T16:10:35.241Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-15T16:10:34.846Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-15T16:10:34.455Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk", "namedActor" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "ad676e187ee790a7", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:api · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · 2026-10-15 15:40 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T16:05:31.107Z", "day": "2026-10-15", "traceId": "a041ed8346728a69e2b2940958007df9", "observationId": "b37daacfd2c33332", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a041ed8346728a69e2b2940958007df9?observation=b37daacfd2c33332", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:07:17.503Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, aiModeOn", "timestamp": "2026-10-15T16:07:17.368Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 3 of 3 items missing aiModeResult", "timestamp": "2026-10-15T16:07:17.238Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 3 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T16:07:17.099Z", "metadata": {} }, "check.country": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: countryCode is missing (expected \"gb\"); apify/google-search-scraper: countryCode is missing (expected \"gb\"); apify/google-search-scraper: countryCode is missing (expected \"gb\")", "timestamp": "2026-10-15T16:07:16.921Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s)", "timestamp": "2026-10-15T16:07:16.762Z", "metadata": {} }, "check.aiModeOn": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper: aiModeSearch.enableAiMode = false (expected true); apify/google-search-scraper: aiModeSearch.enableAiMode = false (expected true); apify/google-search-scraper: aiModeSearch.enableAiMode = false (expected true)", "timestamp": "2026-10-15T16:07:16.620Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-15T16:07:16.444Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T16:07:16.044Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "country", "aiModeOn", "ranOk" ], "judgeComment": null }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "ad676e187ee790a7", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:api · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · 2026-10-15 15:40 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T16:05:31.107Z", "day": "2026-10-15", "traceId": "a68898f63b3a4a3d378c5554effebdc6", "observationId": "5ea9f102837a28c0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a68898f63b3a4a3d378c5554effebdc6?observation=5ea9f102837a28c0", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-15T16:10:36.270Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape, rightActor, profileUrl, followers", "timestamp": "2026-10-15T16:10:36.101Z", "metadata": {} }, "check.followers": { "value": 0, "stringValue": null, "comment": "FAIL: answer has no value for /([\\d,]{9,})\\s*followers|followers?[^0-9]{0,30}([\\d,]{9,})/", "timestamp": "2026-10-15T16:10:35.948Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-15T16:10:35.603Z", "metadata": {} }, "check.profileUrl": { "value": 0, "stringValue": null, "comment": "FAIL: apify/instagram-profile-scraper: directUrls[0] is missing (expected to match /instagram\\.com/nasa/)", "timestamp": "2026-10-15T16:10:35.442Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T16:10:35.293Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-profile-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T16:10:35.103Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\d[\\d,]{5,}/", "timestamp": "2026-10-15T16:10:34.959Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "followers", "profileUrl", "rightActor", "shape" ], "judgeComment": null }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "ad676e187ee790a7", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:api · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · 2026-10-15 15:40 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T16:05:31.107Z", "day": "2026-10-15", "traceId": "43f18dcb953ae5dc2c08dbf5f8cd5e83", "observationId": "9eb09a8d38b80493", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/43f18dcb953ae5dc2c08dbf5f8cd5e83?observation=9eb09a8d38b80493", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:09:36.573Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T16:09:36.419Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/instagram-post-scraper run f4yVuNTra0kKBdyhe: RUNNING", "timestamp": "2026-10-15T16:09:36.233Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-15T16:09:36.076Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T16:09:35.696Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "ad676e187ee790a7", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:api · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · 2026-10-15 15:40 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T16:07:17.565Z", "day": "2026-10-15", "traceId": "13aaa1ed37c02348dd60d3f2b62d40b9", "observationId": "10b41bfb8029e077", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/13aaa1ed37c02348dd60d3f2b62d40b9?observation=10b41bfb8029e077", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:08:41.587Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T16:08:41.453Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T16:08:41.298Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T16:08:41.166Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T16:08:41.026Z", "metadata": {} }, "check.lang": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): languageCode", "timestamp": "2026-10-15T16:08:40.889Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T16:08:40.738Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T16:08:40.602Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T16:08:40.400Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T16:08:40.012Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "ad676e187ee790a7", "experimentName": "store-actors · claude-haiku-4-5-20251001 · surface:api · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · 2026-10-15 15:40 · manual", "model": "claude-haiku-4-5-20251001", "resolvedModel": null, "judgeModel": null, "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T16:08:41.648Z", "day": "2026-10-15", "traceId": "bde8c5ac203f699c909ed81a32a7c01a", "observationId": "385d884953ecd659", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/bde8c5ac203f699c909ed81a32a7c01a?observation=385d884953ecd659", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:10:36.324Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-15T16:10:36.164Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T16:10:36.032Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-15T16:10:35.883Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T16:10:35.730Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "e409b53388df01f1", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · subject:google-search-scraper limit:1 · 2026-10-15 16:28 · manual · yfbrn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T16:28:09.491Z", "day": "2026-10-15", "traceId": "b0d02acffb80081bb1fee5f56d6ff04e", "observationId": "91e8eb8246d72013", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b0d02acffb80081bb1fee5f56d6ff04e?observation=91e8eb8246d72013", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-15T16:33:29.599Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e409b53388df01f1", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T16:33:29.503Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e409b53388df01f1", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The MCP session hit its time limit before the Actor run (FyTUvAwR7TWB7Fhsg) could complete, resulting in an ABORTED run with 0 items. The AI Mode add-on requires longer execution time than the surface's session timeout allows, blocking task completion despite correct inputs.", "timestamp": "2026-10-15T16:33:29.455Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e409b53388df01f1", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-15T16:33:29.414Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e409b53388df01f1", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task was not completed — no AI Mode answer text or source count was reported because the Actor run was ABORTED with 0 dataset items due to a session timeout.", "timestamp": "2026-10-15T16:33:29.379Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e409b53388df01f1", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent polled get-actor-run five times over ~240 seconds before aborting, which was reasonable given the Actor was still running; however, the final action of switching to US instead of retrying UK represents a slight deviation from the task requirements.", "timestamp": "2026-10-15T16:33:29.332Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e409b53388df01f1", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the run stalled with 'Nothing extracted yet' for over 4 minutes, the agent aborted it and attempted to retry with a US country code, which is a reasonable recovery attempt, though the session timed out before the retry could complete.", "timestamp": "2026-10-15T16:33:29.195Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e409b53388df01f1", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly set queries='best crm for small business', maxPagesPerQuery=1, countryCode='gb', and aiModeSearch.enableAiMode=true, matching all required inputs per the deterministic checks (aiModeOn, query, country, pages all PASS).", "timestamp": "2026-10-15T16:33:29.101Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e409b53388df01f1", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, get-dataset-items, and abort-actor-run — all appropriate tools for this task.", "timestamp": "2026-10-15T16:33:29.011Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e409b53388df01f1", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out; Actor run FyTUvAwR7TWB7Fhsg (apify/google-search-scraper) ABORTED", "timestamp": "2026-10-15T16:33:10.382Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-15T16:33:10.341Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 0 items ok", "timestamp": "2026-10-15T16:33:10.304Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T16:33:10.266Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T16:33:10.220Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T16:33:10.179Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-10-15T16:33:10.080Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper run FyTUvAwR7TWB7Fhsg: ABORTED", "timestamp": "2026-10-15T16:33:09.950Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T16:33:09.816Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "e536cc8b9c64a450", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · subject:google-search-scraper limit:1 · 2026-10-15 16:28 · manual · yfbrn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T16:33:55.265Z", "day": "2026-10-15", "traceId": "ddcef97731b67114443ae950d3f1e94c", "observationId": "000d92236667b08f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ddcef97731b67114443ae950d3f1e94c?observation=000d92236667b08f", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-15T16:39:19.918Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e536cc8b9c64a450", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T16:39:19.825Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e536cc8b9c64a450", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The MCP tool enforces waitSecs<=45, and the AI Mode add-on takes significantly longer than 45 seconds to complete (still running after 245s). The surface provides no mechanism to wait long enough for the Actor to finish within a single session, causing the task to fail despite correct Actor selection and input configuration.", "timestamp": "2026-10-15T16:39:19.788Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e536cc8b9c64a450", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The Actor run was still RUNNING with 0 dataset items when the session timed out; the agent never reported the AI Mode answer text or source count, so the task was not completed.", "timestamp": "2026-10-15T16:39:19.746Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e536cc8b9c64a450", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent spent 5 polling calls (each 45s) waiting for the Actor to complete, which is reasonable given the Actor was still running; however the session timed out before completion, making the repeated polling ultimately futile but not unreasonable given the constraints.", "timestamp": "2026-10-15T16:39:19.695Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e536cc8b9c64a450", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call-actor attempt failed with waitSecs>45 validation error, the agent immediately retried with waitSecs=45 and then correctly polled with get-actor-run multiple times — reasonable handling of both the validation error and the long-running job.", "timestamp": "2026-10-15T16:39:19.655Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e536cc8b9c64a450", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set queries='best crm for small business', countryCode='gb', aiModeSearch.enableAiMode=true, and maxPagesPerQuery=1 — all correct inputs confirmed by deterministic checks passing for aiModeOn, query, country, and pages.", "timestamp": "2026-10-15T16:39:19.571Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e536cc8b9c64a450", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/google-search-scraper with the call-actor tool, and polled with get-actor-run — appropriate tools for the task.", "timestamp": "2026-10-15T16:39:19.482Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e536cc8b9c64a450", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-15T16:38:58.847Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-15T16:38:58.793Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 0 items ok", "timestamp": "2026-10-15T16:38:58.750Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T16:38:58.712Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T16:38:58.618Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T16:38:58.483Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-10-15T16:38:58.442Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper run j3QwENexXBdyOpfrP: RUNNING", "timestamp": "2026-10-15T16:38:58.385Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T16:38:58.293Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "b6b896198e701e42", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · subject:google-search-scraper limit:1 · 2026-10-15 16:28 · manual · yfbrn", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 1, "fullScope": false, "startTime": "2026-10-15T16:39:46.465Z", "day": "2026-10-15", "traceId": "6a3413e50f4df26d1a412cfe54c7e4cc", "observationId": "cb512e9553c64ea9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6a3413e50f4df26d1a412cfe54c7e4cc?observation=cb512e9553c64ea9", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T16:40:53.677Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "b6b896198e701e42", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T16:40:53.584Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "b6b896198e701e42", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T16:40:53.540Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "b6b896198e701e42", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T16:40:53.492Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "b6b896198e701e42", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "readme-docs", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T16:40:53.450Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "b6b896198e701e42", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required enabling AI Mode (aiModeSearch.enableAiMode=true) to get the AI Mode answer, which the agent never did; the fabricated AI Mode answer and source citations in the final response are not grounded in the retrieved data, which only contained standard organic results.", "timestamp": "2026-10-15T16:40:53.410Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "b6b896198e701e42", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 5 tool calls with several failed attempts due to wrong endpoint and input schema issues, but each iteration corrected a specific error, so the path was reasonably directed despite the multiple retries.", "timestamp": "2026-10-15T16:40:53.369Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "b6b896198e701e42", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent encountered multiple errors (wrong endpoint, invalid input field types, invalid countryCode 'UK') and correctly adapted each time, eventually getting a successful run with 'gb' and the right query format.", "timestamp": "2026-10-15T16:40:53.325Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "b6b896198e701e42", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The final run did return organic search results (the tool result preview shows organic results from Salesforce, PCMag, etc.), but the agent fabricated an 'AI Mode answer' and cited sources (startups.co.uk, pcmag.com) that do not appear in the returned data; the actual response contained no aiModeSearch field since the add-on was never enabled.", "timestamp": "2026-10-15T16:40:53.287Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "b6b896198e701e42", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent eventually used the correct input format (queries as string, countryCode as 'gb'), but critically never set aiModeSearch.enableAiMode=true; it used 'includeAI: true' which is not the correct field name for enabling AI Mode in this Actor's schema.", "timestamp": "2026-10-15T16:40:53.191Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "b6b896198e701e42", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified the Apify API and used Bash/curl to call the apify~google-search-scraper Actor, which is the intended subject.", "timestamp": "2026-10-15T16:40:53.094Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "b6b896198e701e42", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:40:31.636Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, ranOk, aiModeOn, query", "timestamp": "2026-10-15T16:40:31.591Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run to read items from", "timestamp": "2026-10-15T16:40:31.552Z", "metadata": {} }, "check.pages": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T16:40:31.518Z", "metadata": {} }, "check.country": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T16:40:31.478Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T16:40:31.443Z", "metadata": {} }, "check.aiModeOn": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T16:40:31.362Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T16:40:31.322Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T16:40:31.237Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "readme-docs", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "pages", "country", "query", "aiModeOn", "ranOk", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper" }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "1b8eedcca06cb20e", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T16:42:38.074Z", "day": "2026-10-15", "traceId": "c4b0f5e9c77204eb34a0c06e4e27fb7b", "observationId": "462c412e76119e8d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c4b0f5e9c77204eb34a0c06e4e27fb7b?observation=462c412e76119e8d", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T16:52:41.606Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T16:52:41.560Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-15T16:52:39.811Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-15T16:52:39.707Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T16:52:39.621Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T16:52:39.583Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-15T16:52:39.544Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-15T16:52:39.497Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The crawl returned 11 pages (exceeding the 10-page cap), pages were not restricted to the platform section (e.g., /academy/scraping-basics-javascript, /sdk/js, /api/client/python are outside /platform), and saveHtml was never properly set (saveHtmlAsFile was used instead), so the deterministic checks for sectionFilter, saveHtml, and items all FAILED.", "timestamp": "2026-10-15T16:52:39.435Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "Three actor runs were made when at most two were expected: the first failed due to wrong input format, the second succeeded with only 1 item (agent misread this as insufficient), and the third run was launched unnecessarily without the URL filter, resulting in 11 items outside the platform section.", "timestamp": "2026-10-15T16:52:39.395Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed due to input validation (wrong glob format), the agent correctly identified the issue and fixed the glob format in the second call; however, it then dropped the includeUrlGlobs filter entirely in the third call when the second run only returned 1 page.", "timestamp": "2026-10-15T16:52:39.352Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the dataset items and correctly reported the htmlUrl fields, page titles, and URLs from the actual crawl results rather than inventing data.", "timestamp": "2026-10-15T16:52:39.306Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call used 'saveHtmlAsFile' with a string glob instead of object format for includeUrlGlobs (causing CALL-FAILED); the second call fixed the glob format but dropped includeUrlGlobs entirely in the third call, and saveHtml was never set to true (only saveHtmlAsFile was used, which is a different field per the schema). The sectionFilter check FAILED because includeUrlGlobs was missing on the successful runs.", "timestamp": "2026-10-15T16:52:39.230Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/website-content-crawler for crawling docs, and used appropriate MCP tools (fetch-actor-details, call-actor, get-actor-run, get-dataset-items) throughout.", "timestamp": "2026-10-15T16:52:39.186Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:46:05.020Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-15T16:46:04.972Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 12 items, expected at most 10", "timestamp": "2026-10-15T16:46:04.934Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true)", "timestamp": "2026-10-15T16:46:04.883Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs is missing (expected to be set)", "timestamp": "2026-10-15T16:46:04.840Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 3 run(s): maxCrawlPages", "timestamp": "2026-10-15T16:46:04.797Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): startUrls[0].url", "timestamp": "2026-10-15T16:46:04.756Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-15T16:46:04.675Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-15T16:46:04.575Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter", "ranOk" ], "judgeComment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2" }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "1b8eedcca06cb20e", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T16:42:38.076Z", "day": "2026-10-15", "traceId": "eda70369861783abe7add31823fd8c84", "observationId": "e7621e46be744c59", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/eda70369861783abe7add31823fd8c84?observation=e7621e46be744c59", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T16:52:41.176Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T16:52:41.134Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: apify/instagram-scraper run : CALL-FAILED; apify/instagram-scraper run : CALL-FAILED", "timestamp": "2026-10-15T16:52:21.897Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: apify/instagram-scraper run : CALL-FAILED; apify/instagram-scraper run : CALL-FAILED", "timestamp": "2026-10-15T16:52:21.795Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T16:52:21.711Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-15T16:52:21.674Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: apify/instagram-scraper run : CALL-FAILED; apify/instagram-scraper run : CALL-FAILED", "timestamp": "2026-10-15T16:52:21.615Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-15T16:52:21.575Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides the follower count (104,371,484), average likes per recent post (476,789 from 12 posts), and a coherent one-sentence interpretation of engagement level relative to follower count, fulfilling all three requested elements with grounded data.", "timestamp": "2026-10-15T16:52:21.499Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two simultaneous Actor calls (one succeeded, one failed due to concurrency), then made another failed attempt before realizing the profile details response already contained latestPosts data; this required an extra failed call and some redundant dataset fetches, but the overall path was reasonably efficient given the constraints.", "timestamp": "2026-10-15T16:52:21.462Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When two calls to apify/instagram-scraper failed due to concurrent run limits, the agent pivoted to use the latestPosts field already available in the profile details dataset, successfully extracting post engagement data without needing additional runs.", "timestamp": "2026-10-15T16:52:21.368Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent extracted followersCount (104,371,484) from the dataset and used jq to compute average likes (476,789) from latestPosts in the profile details response, grounded in actual retrieved data as confirmed by the grounded check passing.", "timestamp": "2026-10-15T16:52:21.332Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used correct inputs: resultsType='details' with the NASA profile URL for profile data, and attempted resultsType='posts' with resultsLimit=20 for post data; both are well-formed and appropriate.", "timestamp": "2026-10-15T16:52:21.282Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used apify/instagram-scraper to retrieve NASA's Instagram profile and post data, which is the appropriate tool for this task.", "timestamp": "2026-10-15T16:52:21.245Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:43:45.566Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-15T16:43:45.505Z", "metadata": {} }, "check.followers": { "value": 1, "stringValue": null, "comment": "PASS: followersCount within 2%", "timestamp": "2026-10-15T16:43:45.461Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 2 numbers found in Actor output", "timestamp": "2026-10-15T16:43:45.411Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): directUrls[0]", "timestamp": "2026-10-15T16:43:45.373Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/instagram-scraper run : CALL-FAILED; apify/instagram-scraper run : CALL-FAILED", "timestamp": "2026-10-15T16:43:45.323Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-10-15T16:43:45.234Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-10-15T16:43:45.149Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: check ranOk: apify/instagram-scraper run : CALL-FAILED; apify/instagram-scraper run : CALL-FAILED" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "1b8eedcca06cb20e", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T16:42:38.076Z", "day": "2026-10-15", "traceId": "3433ba46465088fab1de7d8775f2db04", "observationId": "183cdec50f3a26b2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3433ba46465088fab1de7d8775f2db04?observation=183cdec50f3a26b2", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T16:52:41.442Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T16:52:41.389Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used hipersoft/web-content-crawler-pro, topapi/website-content-crawler, your_scraper_guy/website-content-crawler-lite; expected apify/website-content-crawler", "timestamp": "2026-10-15T16:52:24.425Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used hipersoft/web-content-crawler-pro, topapi/website-content-crawler, your_scraper_guy/website-content-crawler-lite; expected apify/website-content-crawler", "timestamp": "2026-10-15T16:52:24.304Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "hipersoft/web-content-crawler-pro", "comment": "Actors the agent ran: hipersoft/web-content-crawler-pro, topapi/website-content-crawler, your_scraper_guy/website-content-crawler-lite", "timestamp": "2026-10-15T16:52:24.261Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T16:52:24.214Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T16:52:24.151Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used hipersoft/web-content-crawler-pro, topapi/website-content-crawler, your_scraper_guy/website-content-crawler-lite; expected apify/website-content-crawler", "timestamp": "2026-10-15T16:52:24.110Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "10 tool calls valid", "timestamp": "2026-10-15T16:52:24.067Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 19 pages crawled with 5 real titles from retrieved data and ended with the Actor line as required, but used the wrong actor (your_scraper_guy/website-content-crawler-lite instead of apify/website-content-crawler), the pages were not scoped to /academy path, and the answer line names the wrong actor.", "timestamp": "2026-10-15T16:52:23.973Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 5 Actor runs (3 failed, 1 succeeded, 1 more failed attempting to re-run with URL filtering), exceeding the expected maximum of 3 runs, and also fetched actor details for two actors before running them, adding unnecessary steps.", "timestamp": "2026-10-15T16:52:23.924Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When hipersoft and topapi actors failed due to concurrent run limits, the agent switched to your_scraper_guy/website-content-crawler-lite; when that failed with a validation error (objects vs strings), the agent corrected the input format and succeeded on the next attempt.", "timestamp": "2026-10-15T16:52:23.878Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent correctly retrieved dataset items using get-dataset-items with the datasetId from the run result, and reported real titles and page counts from the actual retrieved data.", "timestamp": "2026-10-15T16:52:23.824Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The successful run used startUrls as a string array (after fixing the initial validation error where objects were passed), but maxCrawlPages was missing — the agent used maxPagesPerRun instead, and the pageCap check confirms maxCrawlPages was missing; additionally the startUrls URL matching check failed for multiple runs.", "timestamp": "2026-10-15T16:52:23.775Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for LLM-ready content crawlers and found relevant actors, but chose third-party actors (hipersoft/web-content-crawler-pro, topapi/website-content-crawler, your_scraper_guy/website-content-crawler-lite) instead of the intended apify/website-content-crawler, which is the official Apify actor designed exactly for this purpose.", "timestamp": "2026-10-15T16:52:23.701Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:44:08.055Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, startUrl", "timestamp": "2026-10-15T16:44:08.012Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): your_scraper_guy/website-content-crawler-lite: maxCrawlPages is missing (expected at most 20); your_scraper_guy/website-content-crawler-lite: maxCrawlPages is missing (expected at most 20); your_scraper_guy/website-content-crawler-lite: maxCrawlPages is missing (expected at most 20)", "timestamp": "2026-10-15T16:44:07.971Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: hipersoft/web-content-crawler-pro: startUrls[0].url is missing (expected to match /docs\\.apify\\.com/academy/); your_scraper_guy/website-content-crawler-lite: startUrls[0].url is missing (expected to match /docs\\.apify\\.com/academy/); your_scraper_guy/website-content-crawler-lite: startUrls[0].url is missing (expected to match /docs\\.apify\\.com/academy/)", "timestamp": "2026-10-15T16:44:07.935Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 5 Actor run(s), expected at most 3", "timestamp": "2026-10-15T16:44:07.853Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-15T16:44:07.816Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used hipersoft/web-content-crawler-pro, topapi/website-content-crawler, your_scraper_guy/website-content-crawler-lite; expected apify/website-content-crawler", "timestamp": "2026-10-15T16:44:07.734Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "hipersoft/web-content-crawler-pro", "infraOk": true, "failedChecks": [ "pageCap", "startUrl", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used hipersoft/web-content-crawler-pro, topapi/website-content-crawler, your_scraper_guy/website-content-crawler-lite; expected apify/website-content-crawler" }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "1b8eedcca06cb20e", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T16:42:38.076Z", "day": "2026-10-15", "traceId": "9171d514318c9bfd9b6c1dc972dae3b0", "observationId": "7f7e5cb7645efa55", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9171d514318c9bfd9b6c1dc972dae3b0?observation=7f7e5cb7645efa55", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run rsl4CXcVsCbYKYdfr (apify/google-search-scraper) ABORTED", "timestamp": "2026-10-15T16:52:27.476Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T16:52:27.366Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first call-actor invocation correctly set aiModeSearch:{enableAiMode:true} but the run stalled and was aborted; the second successful run omitted aiModeSearch entirely. The agent failed to retry with the AI Mode flag enabled after the first run failed, suggesting the schema's add-on structure (nested aiModeSearch object) caused confusion about whether the flag was properly applied, and the agent gave up on it rather than retrying with the same correct input.", "timestamp": "2026-10-15T16:52:27.332Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "12 tool calls valid", "timestamp": "2026-10-15T16:52:27.284Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required Google AI Mode answer and source count; the agent never successfully retrieved aiModeResult data (confirmed by facts: aiModeSearch.enableAiMode missing on the succeeded run, aiModeResult field absent from output), and the conversation ended mid-fetch without a final answer.", "timestamp": "2026-10-15T16:52:27.250Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent polled the stalled run 6 times over ~5 minutes before aborting, which was reasonable, but then ran a second query without AI Mode instead of retrying with AI Mode enabled.", "timestamp": "2026-10-15T16:52:27.209Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the first run (with AI Mode enabled) stalled for ~5 minutes with no data, the agent aborted it and ran a fallback without AI Mode, which is a reasonable recovery attempt but abandoned the core requirement.", "timestamp": "2026-10-15T16:52:27.171Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent used the dataset items from the second run to report an AI Overview answer, but this was not the AI Mode result requested — the agent conflated aiOverview with aiModeSearch results.", "timestamp": "2026-10-15T16:52:27.077Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first run correctly included aiModeSearch:{enableAiMode:true}, countryCode:'gb', and maxPagesPerQuery:1. However, the second run (which succeeded) omitted aiModeSearch entirely, so it never actually retrieved AI Mode results as required.", "timestamp": "2026-10-15T16:52:27.045Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, get-dataset-items, and abort-actor-run — all appropriate tools for this task.", "timestamp": "2026-10-15T16:52:26.991Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run rsl4CXcVsCbYKYdfr (apify/google-search-scraper) ABORTED", "timestamp": "2026-10-15T16:48:17.596Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, aiModeOn", "timestamp": "2026-10-15T16:48:17.558Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 1 of 1 items missing aiModeResult", "timestamp": "2026-10-15T16:48:17.523Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T16:48:17.483Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): countryCode", "timestamp": "2026-10-15T16:48:17.441Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s)", "timestamp": "2026-10-15T16:48:17.399Z", "metadata": {} }, "check.aiModeOn": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper: aiModeSearch.enableAiMode is missing (expected true)", "timestamp": "2026-10-15T16:48:17.311Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper run rsl4CXcVsCbYKYdfr: ABORTED", "timestamp": "2026-10-15T16:48:17.274Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T16:48:17.167Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "fields", "aiModeOn", "ranOk" ], "judgeComment": null }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "1b8eedcca06cb20e", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T16:42:38.076Z", "day": "2026-10-15", "traceId": "1f66918f53d8f1691555f4b331d352ee", "observationId": "20d329c9f8798df6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1f66918f53d8f1691555f4b331d352ee?observation=20d329c9f8798df6", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T16:52:40.761Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T16:52:40.690Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T16:52:29.824Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T16:52:29.724Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/instagram-post-scraper", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-15T16:52:29.675Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T16:52:29.640Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T16:52:29.572Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T16:52:29.531Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-15T16:52:29.464Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent retrieved 3 posts and reported the correct count, but used apify/instagram-post-scraper instead of apify/instagram-scraper, failing the rightActor and namedActor deterministic checks, meaning the task was not completed as specified.", "timestamp": "2026-10-15T16:52:29.413Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 3 tool calls (search, fetch details, call actor) in a logical sequence without unnecessary repetition.", "timestamp": "2026-10-15T16:52:29.347Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent reported 3 posts based on the actual dataset itemCount=3 returned by the actor run, not invented data.", "timestamp": "2026-10-15T16:52:29.311Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=['nasa'] and resultsLimit=3 to the instagram-post-scraper, which are well-formed inputs matching the actor's required schema.", "timestamp": "2026-10-15T16:52:29.251Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, and call-actor which are appropriate MCP tools, but selected apify/instagram-post-scraper instead of the intended apify/instagram-scraper — the wrong actor was chosen from search results.", "timestamp": "2026-10-15T16:52:29.211Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:43:24.579Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T16:43:24.536Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T16:43:24.500Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-15T16:43:24.456Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T16:43:24.413Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/instagram-post-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper" }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "1b8eedcca06cb20e", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T16:42:38.076Z", "day": "2026-10-15", "traceId": "bdee0106c0ef72c405d536f10792f185", "observationId": "21a8b5901f2fc298", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/bdee0106c0ef72c405d536f10792f185?observation=21a8b5901f2fc298", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "eval.consistency": { "value": 0.667, "stringValue": null, "comment": "1/3 passed; majority agreement 67%", "timestamp": "2026-10-15T16:52:40.111Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 1, "stringValue": null, "comment": "1/3 repeats passed", "timestamp": "2026-10-15T16:52:40.059Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 9 organic results and the top three domains (adac.de, leasingmarkt.de, insta-drive.com) grounded in retrieved data, fulfilling the task despite the missing languageCode parameter.", "timestamp": "2026-10-15T16:52:33.311Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 9 organic results and the top three domains (adac.de, leasingmarkt.de, insta-drive.com) grounded in retrieved data, fulfilling the task despite the missing languageCode parameter.", "timestamp": "2026-10-15T16:52:33.250Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-15T16:52:33.191Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T16:52:33.122Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The agent passed 'searchLanguage': 'de' in the call-actor input, but the correct field name is 'languageCode' as shown in the schema and confirmed by the FAIL on the lang deterministic check. The input schema inspection did not clearly surface 'languageCode' as the correct parameter name, leading the agent to guess an incorrect field name.", "timestamp": "2026-10-15T16:52:33.089Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T16:52:33.037Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 9 organic results and the top three domains (adac.de, leasingmarkt.de, insta-drive.com) grounded in retrieved data, fulfilling the task despite the missing languageCode parameter.", "timestamp": "2026-10-15T16:52:32.996Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra dataset fetch due to the empty field projection result, but otherwise the flow was direct: schema check, run actor, fetch results.", "timestamp": "2026-10-15T16:52:32.939Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with field projection returned empty items ({}), and the agent correctly retried without field filtering to get the full data.", "timestamp": "2026-10-15T16:52:32.900Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and directly reported the organic result count (9) and top three domains (adac.de, leasingmarkt.de, insta-drive.com) from the actual tool results.", "timestamp": "2026-10-15T16:52:32.822Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed countryCode='de', maxPagesPerQuery=1, and the correct query, but used 'searchLanguage' instead of the correct 'languageCode' field, which is why the lang deterministic check FAILED (languageCode is null in the output).", "timestamp": "2026-10-15T16:52:32.784Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema and then call-actor with apify/google-search-scraper, followed by get-dataset-items to retrieve results.", "timestamp": "2026-10-15T16:52:32.707Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:43:21.485Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T16:43:21.442Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T16:43:21.392Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T16:43:21.351Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T16:43:21.143Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode is missing (expected \"de\")", "timestamp": "2026-10-15T16:43:21.098Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T16:43:21.039Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T16:43:20.980Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T16:43:20.888Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T16:43:20.803Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang" ], "judgeComment": "PASS: The agent reported 9 organic results and the top three domains (adac.de, leasingmarkt.de, insta-drive.com) grounded in retrieved data, fulfilling the task despite the missing languageCode parameter." }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "1b8eedcca06cb20e", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T16:43:21.680Z", "day": "2026-10-15", "traceId": "bf35f0593f2dbd79564ca1ace67bc11e", "observationId": "af44a6863cae4126", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/bf35f0593f2dbd79564ca1ace67bc11e?observation=af44a6863cae4126", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "eval.consistency": { "value": 0.667, "stringValue": null, "comment": "2/3 passed; majority agreement 67%", "timestamp": "2026-10-15T16:52:40.403Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 1, "stringValue": null, "comment": "2/3 repeats passed", "timestamp": "2026-10-15T16:52:40.369Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned 8 organic results with titles, URLs, and snippets for 'apify web scraping' from the first page, and correctly ended with 'Actor: apify/google-search-scraper'.", "timestamp": "2026-10-15T16:52:14.042Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned 8 organic results with titles, URLs, and snippets for 'apify web scraping' from the first page, and correctly ended with 'Actor: apify/google-search-scraper'.", "timestamp": "2026-10-15T16:52:13.972Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-10-15T16:52:13.925Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T16:52:13.885Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T16:52:13.836Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first get-dataset-items call with fields='organicResults.title,organicResults.url,organicResults.description,organicResults.position' returned empty items ({}), suggesting the field projection syntax did not work correctly for nested array fields, forcing the agent to make a second call without field projection.", "timestamp": "2026-10-15T16:52:13.791Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-15T16:52:13.754Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned 8 organic results with titles, URLs, and snippets for 'apify web scraping' from the first page, and correctly ended with 'Actor: apify/google-search-scraper'.", "timestamp": "2026-10-15T16:52:13.714Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call because the first field-projected call returned empty objects, requiring a retry without field projection; this was a minor inefficiency but reasonable.", "timestamp": "2026-10-15T16:52:13.665Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with field projection returned empty items ({}), so the agent made a second call without field projection to successfully retrieve the full data.", "timestamp": "2026-10-15T16:52:13.602Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the run and presented 8 organic results with titles, URLs, and snippets directly from the tool result data, not invented.", "timestamp": "2026-10-15T16:52:13.562Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with queries='apify web scraping' and maxPagesPerQuery=1, which correctly targets the first results page only with the right query.", "timestamp": "2026-10-15T16:52:13.522Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/google-search-scraper, the intended actor for scraping Google Search results, confirmed by the deterministic rightActor check passing.", "timestamp": "2026-10-15T16:52:13.464Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:44:17.696Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-15T16:44:17.661Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T16:44:17.619Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-15T16:44:17.538Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T16:44:17.444Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned 8 organic results with titles, URLs, and snippets for 'apify web scraping' from the first page, and correctly ended with 'Actor: apify/google-search-scraper'." }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "1b8eedcca06cb20e", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T16:43:24.852Z", "day": "2026-10-15", "traceId": "1f9598271a1acad6454bf2812e4afce2", "observationId": "628ec3ad6ed82602", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1f9598271a1acad6454bf2812e4afce2?observation=628ec3ad6ed82602", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T16:52:41.523Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T16:52:41.485Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-15T16:52:20.008Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-15T16:52:19.903Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T16:52:19.868Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T16:52:19.795Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-15T16:52:19.758Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "12 tool calls valid", "timestamp": "2026-10-15T16:52:19.694Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final run (HTW20uuOsXnbJ8eRk) crawled 11 items (exceeding the 10-page cap), did not filter to only /platform section (crawled /academy, /api, /actors etc.), did not set saveHtml=true (used saveHtmlAsFile instead), and the agent ran out of turns before delivering a complete final report.", "timestamp": "2026-10-15T16:52:19.654Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 Actor runs (2 failed, 2 succeeded) when at most 2 were expected; the first successful run only got 1 page and then a second run was needed, plus the two failed runs, making the path inefficient.", "timestamp": "2026-10-15T16:52:19.601Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call-actor failed due to wrong glob format (array of strings instead of array of objects), the agent correctly identified the issue and fixed the format; when the second call failed due to concurrent run limit, the agent switched to waitSecs:0 to avoid the limit.", "timestamp": "2026-10-15T16:52:19.548Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and key-value store records and used the actual data (URLs, htmlUrl fields, markdown content) in its responses rather than inventing values.", "timestamp": "2026-10-15T16:52:19.490Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent failed to include `saveHtml: true` (used `saveHtmlAsFile` which is a different field), never set `includeUrlGlobs` on the final successful run (run HTW20uuOsXnbJ8eRk had no URL glob filter), and the second run crawled pages outside the /platform section (e.g., /academy, /api, /actors). The deterministic checks confirm saveHtml and sectionFilter both FAIL.", "timestamp": "2026-10-15T16:52:19.452Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/website-content-crawler and used fetch-actor-details, call-actor, get-actor-run, get-dataset-items, and get-key-value-store-record — all appropriate tools for the task.", "timestamp": "2026-10-15T16:52:19.365Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:46:58.799Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-15T16:46:58.761Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 12 items, expected at most 10", "timestamp": "2026-10-15T16:46:58.713Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true)", "timestamp": "2026-10-15T16:46:58.677Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs is missing (expected to be set)", "timestamp": "2026-10-15T16:46:58.639Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 4 run(s): maxCrawlPages", "timestamp": "2026-10-15T16:46:58.602Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s): startUrls[0].url", "timestamp": "2026-10-15T16:46:58.557Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-15T16:46:58.478Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-15T16:46:58.423Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter", "ranOk" ], "judgeComment": "FAIL: check ranOk: 4 Actor run(s), expected at most 2" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "1b8eedcca06cb20e", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T16:43:45.600Z", "day": "2026-10-15", "traceId": "05c9df620044dd478e16b1171002273c", "observationId": "12eb0451a65d2edf", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/05c9df620044dd478e16b1171002273c?observation=12eb0451a65d2edf", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T16:52:41.355Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T16:52:41.304Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used vellumlabs/docs-to-markdown-corpus, inexhaustible_glass/rag-website-crawler; expected apify/website-content-crawler", "timestamp": "2026-10-15T16:52:09.028Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used vellumlabs/docs-to-markdown-corpus, inexhaustible_glass/rag-website-crawler; expected apify/website-content-crawler", "timestamp": "2026-10-15T16:52:08.914Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "vellumlabs/docs-to-markdown-corpus", "comment": "Actors the agent ran: vellumlabs/docs-to-markdown-corpus, inexhaustible_glass/rag-website-crawler", "timestamp": "2026-10-15T16:52:08.878Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T16:52:08.844Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T16:52:08.804Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used vellumlabs/docs-to-markdown-corpus, inexhaustible_glass/rag-website-crawler; expected apify/website-content-crawler", "timestamp": "2026-10-15T16:52:08.769Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-15T16:52:08.732Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 20 pages and five real titles from retrieved data, and the run succeeded with 20 dataset items, but the wrong Actor was used (not apify/website-content-crawler) and the pageCap was not enforced via maxCrawlPages as expected, and the final answer names the wrong actor.", "timestamp": "2026-10-15T16:52:08.688Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 6 tool calls: search, fetch details for first actor, call first actor (failed), fetch details for second actor, call second actor, get dataset items — a reasonably direct path with one necessary detour due to the error.", "timestamp": "2026-10-15T16:52:08.653Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When vellumlabs/docs-to-markdown-corpus failed due to concurrent run limits, the agent immediately pivoted to inexhaustible_glass/rag-website-crawler, which succeeded — a reasonable recovery.", "timestamp": "2026-10-15T16:52:08.602Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and used the actual titles from the tool result (e.g., 'API scraping', 'Advanced web scraping', 'Puppeteer and Playwright course') to populate its final answer.", "timestamp": "2026-10-15T16:52:08.563Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed startUrls with the correct academy URL and maxPages:20 to both actors; the input was well-formed and matched the schema requirements.", "timestamp": "2026-10-15T16:52:08.525Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for LLM/RAG-ready content crawlers and selected vellumlabs/docs-to-markdown-corpus first (appropriate for the task), then fell back to inexhaustible_glass/rag-website-crawler after a concurrency error — both are LLM-ready text extractors, but neither is the intended apify/website-content-crawler, which was not surfaced in search results.", "timestamp": "2026-10-15T16:52:08.486Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:44:45.391Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T16:44:45.352Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): vellumlabs/docs-to-markdown-corpus: maxCrawlPages is missing (expected at most 20); inexhaustible_glass/rag-website-crawler: maxCrawlPages is missing (expected at most 20)", "timestamp": "2026-10-15T16:44:45.194Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): startUrls[0].url", "timestamp": "2026-10-15T16:44:45.157Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): vellumlabs/docs-to-markdown-corpus run : CALL-FAILED", "timestamp": "2026-10-15T16:44:45.065Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-15T16:44:45.026Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used vellumlabs/docs-to-markdown-corpus, inexhaustible_glass/rag-website-crawler; expected apify/website-content-crawler", "timestamp": "2026-10-15T16:44:44.937Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "vellumlabs/docs-to-markdown-corpus", "infraOk": true, "failedChecks": [ "pageCap", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used vellumlabs/docs-to-markdown-corpus, inexhaustible_glass/rag-website-crawler; expected apify/website-content-crawler" }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "1b8eedcca06cb20e", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T16:44:08.090Z", "day": "2026-10-15", "traceId": "6967dce6170cefbdbc711384615d4b94", "observationId": "bab99eb3a087621b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6967dce6170cefbdbc711384615d4b94?observation=bab99eb3a087621b", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T16:52:41.087Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T16:52:41.041Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 5 Actor run(s), expected at most 3", "timestamp": "2026-10-15T16:52:09.673Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 5 Actor run(s), expected at most 3", "timestamp": "2026-10-15T16:52:09.571Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T16:52:09.531Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-15T16:52:09.482Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 5 Actor run(s), expected at most 3", "timestamp": "2026-10-15T16:52:09.440Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-15T16:52:09.340Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent provided the follower count (104,371,492), average likes per recent post (~477,000), and a coherent one-sentence interpretation of engagement level, all grounded in retrieved data as confirmed by the grounded check.", "timestamp": "2026-10-15T16:52:09.298Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 5 Actor run attempts (4 failed due to concurrent limits) when at most 3 were expected per the ranOk check, resulting in unnecessary retries; however, the agent did adapt by reading the full dataset to extract post data rather than making another Actor call.", "timestamp": "2026-10-15T16:52:09.252Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent encountered concurrent run limit errors on 4 of 5 Actor calls, but recovered by retrying sequentially and ultimately succeeded on the third attempt, then used the profile data (which included latestPosts) to avoid needing a separate posts run.", "timestamp": "2026-10-15T16:52:09.205Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved real data from dataset QHPAUrGfTHLUImMFg (followersCount=104371492 and latestPosts with likesCount values) and used those numbers to compute the average and report the follower count; the grounded check confirms all 4 numbers found in Actor output.", "timestamp": "2026-10-15T16:52:09.145Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used correct inputs: resultsType='details' with directUrls=['https://www.instagram.com/nasa/'] for profile data, and attempted resultsType='posts' with resultsLimit for recent posts - all well-formed and appropriate.", "timestamp": "2026-10-15T16:52:09.103Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected apify/instagram-scraper to retrieve NASA's Instagram profile and posts, which is the intended Actor for this task.", "timestamp": "2026-10-15T16:52:09.036Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:45:08.981Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-15T16:45:08.922Z", "metadata": {} }, "check.followers": { "value": 1, "stringValue": null, "comment": "PASS: followersCount within 2%", "timestamp": "2026-10-15T16:45:08.878Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 4 numbers found in Actor output", "timestamp": "2026-10-15T16:45:08.819Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 5 run(s): directUrls[0]", "timestamp": "2026-10-15T16:45:08.779Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 5 Actor run(s), expected at most 3", "timestamp": "2026-10-15T16:45:08.708Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-10-15T16:45:08.659Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-10-15T16:45:08.588Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: check ranOk: 5 Actor run(s), expected at most 3" }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "1b8eedcca06cb20e", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T16:44:17.732Z", "day": "2026-10-15", "traceId": "05e438d22144049ecd4d75d3206dab98", "observationId": "0703db906ba08c72", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/05e438d22144049ecd4d75d3206dab98?observation=0703db906ba08c72", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T16:52:40.645Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T16:52:40.557Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T16:52:04.332Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T16:52:04.225Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/instagram-post-scraper", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-15T16:52:04.187Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T16:52:04.150Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T16:52:04.115Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T16:52:04.062Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-15T16:52:03.997Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent retrieved 3 posts from @nasa but used apify/instagram-post-scraper instead of apify/instagram-scraper (rightActor: FAIL, namedActor: FAIL), so the task was not completed with the correct actor as required.", "timestamp": "2026-10-15T16:52:03.962Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took 3 tool calls (search, fetch details, call actor) which is a reasonable and direct path for this task.", "timestamp": "2026-10-15T16:52:03.907Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent reported 'Posts: 3' based on the actual dataset itemCount of 3 returned by the actor run, not invented data.", "timestamp": "2026-10-15T16:52:03.869Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-post-scraper with {username: ['nasa'], resultsLimit: 3}, which correctly maps to the actor's required 'username' field and limits results to 3 posts.", "timestamp": "2026-10-15T16:52:03.831Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, and call-actor which are appropriate MCP tools, but selected apify/instagram-post-scraper instead of the intended apify/instagram-scraper — the wrong actor was chosen from search results.", "timestamp": "2026-10-15T16:52:03.784Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:44:54.518Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T16:44:54.483Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T16:44:54.393Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-15T16:44:54.305Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T16:44:54.217Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/instagram-post-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper" }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "1b8eedcca06cb20e", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T16:44:45.482Z", "day": "2026-10-15", "traceId": "765081423b2feef46fc69c45447d6e7e", "observationId": "e0448c9c376fed81", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/765081423b2feef46fc69c45447d6e7e?observation=e0448c9c376fed81", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T16:52:40.922Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T16:52:40.885Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: apify/google-search-scraper run : CALL-FAILED; apify/google-search-scraper run : CALL-FAILED", "timestamp": "2026-10-15T16:52:04.018Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: apify/google-search-scraper run : CALL-FAILED; apify/google-search-scraper run : CALL-FAILED", "timestamp": "2026-10-15T16:52:03.905Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T16:52:03.809Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T16:52:03.773Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: apify/google-search-scraper run : CALL-FAILED; apify/google-search-scraper run : CALL-FAILED", "timestamp": "2026-10-15T16:52:03.739Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-15T16:52:03.703Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "Both Actor runs returned CALL-FAILED due to concurrent run limits, so no AI Mode answer text or source count was ever retrieved; the task was not completed.", "timestamp": "2026-10-15T16:52:03.661Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one schema fetch and two Actor calls; the second call with waitSecs=0 was a reasonable retry attempt after the first failure, so there was no pointless repetition.", "timestamp": "2026-10-15T16:52:03.592Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed due to concurrent run limits, the agent tried again with waitSecs=0 (a reasonable adjustment), and when that also failed, it clearly explained the issue and suggested next steps.", "timestamp": "2026-10-15T16:52:03.521Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed queries='best crm for small business', countryCode='gb', maxPagesPerQuery=1, and aiModeSearch.enableAiMode=true — all correct per the deterministic checks (aiModeOn, query, country, pages all PASS).", "timestamp": "2026-10-15T16:52:03.475Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose fetch-actor-details to inspect the schema and then call-actor with apify/google-search-scraper, which is the intended Actor for this task.", "timestamp": "2026-10-15T16:52:03.384Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:45:07.676Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-15T16:45:07.625Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 0 items ok", "timestamp": "2026-10-15T16:45:07.565Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T16:45:07.522Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): countryCode", "timestamp": "2026-10-15T16:45:07.460Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s)", "timestamp": "2026-10-15T16:45:07.406Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-10-15T16:45:07.338Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper run : CALL-FAILED; apify/google-search-scraper run : CALL-FAILED", "timestamp": "2026-10-15T16:45:07.227Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T16:45:07.054Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: check ranOk: apify/google-search-scraper run : CALL-FAILED; apify/google-search-scraper run : CALL-FAILED" }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "1b8eedcca06cb20e", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T16:44:54.556Z", "day": "2026-10-15", "traceId": "8ee57c6e98fa10b4451b22a6aa102eef", "observationId": "f5e456ab4c7b6261", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8ee57c6e98fa10b4451b22a6aa102eef?observation=f5e456ab4c7b6261", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "eval.consistency": { "value": 0.667, "stringValue": null, "comment": "1/3 passed; majority agreement 67%", "timestamp": "2026-10-15T16:52:40.021Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 1, "stringValue": null, "comment": "1/3 repeats passed", "timestamp": "2026-10-15T16:52:39.984Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: apify/google-search-scraper run : CALL-FAILED; apify/google-search-scraper run : CALL-FAILED", "timestamp": "2026-10-15T16:51:54.938Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: apify/google-search-scraper run : CALL-FAILED; apify/google-search-scraper run : CALL-FAILED", "timestamp": "2026-10-15T16:51:54.859Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T16:51:54.818Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T16:51:54.744Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: apify/google-search-scraper run : CALL-FAILED; apify/google-search-scraper run : CALL-FAILED; check items: 0 items, expected at least 1", "timestamp": "2026-10-15T16:51:54.701Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-15T16:51:54.657Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required reporting organic result count and top three domains, but both Actor runs failed and no data was retrieved, so the task was not completed.", "timestamp": "2026-10-15T16:51:54.607Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent fetched actor details first, then made two call attempts (the second with waitSecs=0 to avoid blocking), which is a reasonable and direct approach given the error encountered.", "timestamp": "2026-10-15T16:51:54.575Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed due to concurrent run limits, the agent tried again with waitSecs=0 instead of suggesting waiting or aborting existing runs, which was a reasonable attempt but ultimately still failed; the agent then clearly explained the situation and offered actionable alternatives.", "timestamp": "2026-10-15T16:51:54.529Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed queries='elektroauto leasing', countryCode='de', searchLanguage='de', maxPagesPerQuery=1, which is mostly correct; however the facts note languageCode (not searchLanguage) was missing, so the language parameter used the wrong field name.", "timestamp": "2026-10-15T16:51:54.492Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose fetch-actor-details and call-actor tools, which are the appropriate MCP tools for this task.", "timestamp": "2026-10-15T16:51:54.434Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:45:13.315Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, items", "timestamp": "2026-10-15T16:45:13.276Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 0 items ok", "timestamp": "2026-10-15T16:45:13.176Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 0 items, expected at least 1", "timestamp": "2026-10-15T16:45:13.116Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T16:45:13.008Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode is missing (expected \"de\"); apify/google-search-scraper: languageCode is missing (expected \"de\")", "timestamp": "2026-10-15T16:45:12.965Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): countryCode", "timestamp": "2026-10-15T16:45:12.883Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s)", "timestamp": "2026-10-15T16:45:12.842Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper run : CALL-FAILED; apify/google-search-scraper run : CALL-FAILED", "timestamp": "2026-10-15T16:45:12.788Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T16:45:12.749Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "lang", "ranOk" ], "judgeComment": "FAIL: check ranOk: apify/google-search-scraper run : CALL-FAILED; apify/google-search-scraper run : CALL-FAILED" }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "1b8eedcca06cb20e", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T16:45:07.752Z", "day": "2026-10-15", "traceId": "0c33705effb4e28b156cd9cd417b7d57", "observationId": "956acad5b602de83", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0c33705effb4e28b156cd9cd417b7d57?observation=956acad5b602de83", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "eval.consistency": { "value": 0.667, "stringValue": null, "comment": "2/3 passed; majority agreement 67%", "timestamp": "2026-10-15T16:52:40.329Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 1, "stringValue": null, "comment": "2/3 repeats passed", "timestamp": "2026-10-15T16:52:40.277Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-15T16:51:53.196Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-15T16:51:53.112Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper, s-r/free-google-search-results-serp---only-0-25-per-1-000-results", "timestamp": "2026-10-15T16:51:53.072Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T16:51:53.031Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-15T16:51:52.984Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "surface", "comment": "All three call-actor attempts failed with 'By launching this job you will exceed your limit of 5 concurrent Actor runs' — this is an account/platform-level constraint surfaced as an error that the agent could not work around, blocking task completion entirely regardless of correct tool selection and arguments.", "timestamp": "2026-10-15T16:51:52.941Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-15T16:51:52.884Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No organic search results (titles, links, snippets) were returned because all actor runs failed with concurrent run limit errors, so the task was not completed.", "timestamp": "2026-10-15T16:51:52.845Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made two redundant calls to apify/google-search-scraper (with waitSecs:30 then waitSecs:0) before trying an alternative actor, adding one unnecessary call since the error was account-level and not input-related.", "timestamp": "2026-10-15T16:51:52.765Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed due to concurrent run limits, the agent tried waitSecs:0 and then a different actor (s-r/free-google-search-results-serp), both of which also failed for the same reason; the agent correctly explained the situation and suggested remedies.", "timestamp": "2026-10-15T16:51:52.723Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/google-search-scraper with {queries: 'apify web scraping', maxPagesPerQuery: 1}, which correctly maps to the required 'queries' field and limits to one page as requested.", "timestamp": "2026-10-15T16:51:52.678Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and selected apify/google-search-scraper, the intended actor, using search-actors and fetch-actor-details before calling it.", "timestamp": "2026-10-15T16:51:52.637Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:45:42.338Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-15T16:45:42.299Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper run : CALL-FAILED; apify/google-search-scraper run : CALL-FAILED; s-r/free-google-search-results-serp---only-0-25-per-1-000-results run : CALL-FAILED", "timestamp": "2026-10-15T16:45:42.255Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-15T16:45:42.165Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T16:45:42.080Z", "metadata": {} } }, "verdict": "fail", "fixArea": "surface", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "1b8eedcca06cb20e", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T16:45:09.017Z", "day": "2026-10-15", "traceId": "a5e334f3338651ffe6f2c4e16733e364", "observationId": "b5d0f58f69e9caeb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a5e334f3338651ffe6f2c4e16733e364?observation=b5d0f58f69e9caeb", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:51:25.087Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-15T16:51:25.048Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 14 items, expected at most 10", "timestamp": "2026-10-15T16:51:24.988Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true)", "timestamp": "2026-10-15T16:51:24.946Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs is missing (expected to be set)", "timestamp": "2026-10-15T16:51:24.858Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 5 run(s): maxCrawlPages", "timestamp": "2026-10-15T16:51:24.820Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 5 run(s): startUrls[0].url", "timestamp": "2026-10-15T16:51:24.773Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 5 Actor run(s), expected at most 2", "timestamp": "2026-10-15T16:51:24.692Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-15T16:51:24.611Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter", "ranOk" ], "judgeComment": null }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "1b8eedcca06cb20e", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T16:45:13.379Z", "day": "2026-10-15", "traceId": "cf3cd63b5107412fd011f49c24b3f94b", "observationId": "db5448cc09a9293b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/cf3cd63b5107412fd011f49c24b3f94b?observation=db5448cc09a9293b", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T16:52:41.262Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T16:52:41.211Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used lukas459/ai-web-to-markdown-crawler-llm-rag-optimized; expected apify/website-content-crawler", "timestamp": "2026-10-15T16:51:55.213Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used lukas459/ai-web-to-markdown-crawler-llm-rag-optimized; expected apify/website-content-crawler", "timestamp": "2026-10-15T16:51:55.132Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "lukas459/ai-web-to-markdown-crawler-llm-rag-optimized", "comment": "Actors the agent ran: lukas459/ai-web-to-markdown-crawler-llm-rag-optimized", "timestamp": "2026-10-15T16:51:55.079Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T16:51:55.037Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T16:51:54.999Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used lukas459/ai-web-to-markdown-crawler-llm-rag-optimized; expected apify/website-content-crawler", "timestamp": "2026-10-15T16:51:54.962Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-15T16:51:54.921Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported page count and five real titles from retrieved data, but used the wrong actor (lukas459 instead of apify/website-content-crawler) and the namedActor check is FAIL, so the task requirement of using the correct LLM-ready crawler was not met.", "timestamp": "2026-10-15T16:51:54.881Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two fetch-actor-details calls (one for scrapesage, one for lukas459) before settling on an actor, adding a minor detour, but the overall flow was reasonably direct.", "timestamp": "2026-10-15T16:51:54.839Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor was still running after the first poll, and the agent correctly polled again with get-actor-run until it succeeded.", "timestamp": "2026-10-15T16:51:54.801Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and key-value store stats and used the actual titles and page counts from those results in its final answer.", "timestamp": "2026-10-15T16:51:54.763Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed startUrls with the academy URL, maxPages:20, maxDepth:3, and other sensible parameters, but the pageCap check is FAIL because the actor uses 'maxPages' not 'maxCrawlPages' and the harness could not verify the cap was honored (24 pages were crawled).", "timestamp": "2026-10-15T16:51:54.718Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for LLM-ready crawlers and selected lukas459/ai-web-to-markdown-crawler-llm-rag-optimized, which is a third-party actor rather than the intended apify/website-content-crawler; the rightActor check is FAIL.", "timestamp": "2026-10-15T16:51:54.634Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:48:25.505Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T16:48:25.471Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): lukas459/ai-web-to-markdown-crawler-llm-rag-optimized: maxCrawlPages is missing (expected at most 20)", "timestamp": "2026-10-15T16:48:25.437Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-15T16:48:25.400Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T16:48:25.317Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-15T16:48:25.279Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used lukas459/ai-web-to-markdown-crawler-llm-rag-optimized; expected apify/website-content-crawler", "timestamp": "2026-10-15T16:48:25.199Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "lukas459/ai-web-to-markdown-crawler-llm-rag-optimized", "infraOk": true, "failedChecks": [ "pageCap", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used lukas459/ai-web-to-markdown-crawler-llm-rag-optimized; expected apify/website-content-crawler" }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "1b8eedcca06cb20e", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T16:45:42.380Z", "day": "2026-10-15", "traceId": "ee74102776f8c2a661374bafbfd93b50", "observationId": "21a17783dc5a543f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ee74102776f8c2a661374bafbfd93b50?observation=21a17783dc5a543f", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T16:52:41.008Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T16:52:40.966Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check shape: answer does not match /\\d[\\d,]{5,}/", "timestamp": "2026-10-15T16:51:51.057Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check shape: answer does not match /\\d[\\d,]{5,}/", "timestamp": "2026-10-15T16:51:50.979Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T16:51:50.939Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T16:51:50.894Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check shape: answer does not match /\\d[\\d,]{5,}/; check ranOk: 4 Actor run(s), expected at most 3; check followers: answer has no value for /([\\d,]{9,})\\s*followers|followers?[^0-9]{0,30}([\\d,]{9,})/", "timestamp": "2026-10-15T16:51:50.853Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-15T16:51:50.807Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never retrieved any data and could not report follower count, average likes, or engagement interpretation, so the task was not completed.", "timestamp": "2026-10-15T16:51:50.763Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 identical or near-identical failing calls without changing approach, which is pointless repetition that also caused the ranOk check to fail (4 runs, expected at most 3).", "timestamp": "2026-10-15T16:51:50.719Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The agent retried the same call 4 times (exceeding the 3-run limit noted in facts) without changing strategy, and ultimately gave up with an explanation; retrying the same failing call repeatedly without any variation was not an effective recovery strategy.", "timestamp": "2026-10-15T16:51:50.603Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used correct inputs: directUrls with the NASA Instagram profile URL, appropriate resultsType ('details' and 'posts'), and a reasonable resultsLimit of 20.", "timestamp": "2026-10-15T16:51:50.559Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-scraper, which is the intended Actor for this task.", "timestamp": "2026-10-15T16:51:50.466Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:46:08.028Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape, ranOk, followers", "timestamp": "2026-10-15T16:46:07.990Z", "metadata": {} }, "check.followers": { "value": 0, "stringValue": null, "comment": "FAIL: answer has no value for /([\\d,]{9,})\\s*followers|followers?[^0-9]{0,30}([\\d,]{9,})/", "timestamp": "2026-10-15T16:46:07.937Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-15T16:46:07.899Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s): directUrls[0]", "timestamp": "2026-10-15T16:46:07.863Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 4 Actor run(s), expected at most 3", "timestamp": "2026-10-15T16:46:07.824Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-10-15T16:46:07.783Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\d[\\d,]{5,}/", "timestamp": "2026-10-15T16:46:07.740Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "followers", "ranOk", "shape" ], "judgeComment": "FAIL: check shape: answer does not match /\\d[\\d,]{5,}/" }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "1b8eedcca06cb20e", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T16:46:05.055Z", "day": "2026-10-15", "traceId": "1c54cef93087387e97cff776e111b28c", "observationId": "732f47fb13c5d45d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1c54cef93087387e97cff776e111b28c?observation=732f47fb13c5d45d", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T16:52:40.480Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T16:52:40.437Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/instagram-post-scraper, data-slayer/instagram-posts; expected apify/instagram-scraper", "timestamp": "2026-10-15T16:51:42.072Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/instagram-post-scraper, data-slayer/instagram-posts; expected apify/instagram-scraper", "timestamp": "2026-10-15T16:51:41.992Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/instagram-post-scraper", "comment": "Actors the agent ran: apify/instagram-post-scraper, data-slayer/instagram-posts", "timestamp": "2026-10-15T16:51:41.952Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T16:51:41.913Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T16:51:41.873Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/instagram-post-scraper, data-slayer/instagram-posts; expected apify/instagram-scraper", "timestamp": "2026-10-15T16:51:41.835Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-15T16:51:41.776Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No posts were retrieved from @nasa; the agent could not complete the task due to account-level run limits and did not provide the required two-line answer format.", "timestamp": "2026-10-15T16:51:41.741Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made three call-actor attempts all hitting the same concurrent-run-limit error; retrying with waitSecs:0 was a reasonable variation but ultimately redundant since the error was not a timeout issue.", "timestamp": "2026-10-15T16:51:41.574Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed due to concurrent run limits, the agent tried a different actor and then tried with waitSecs:0, showing reasonable recovery attempts, though none succeeded and the root cause (concurrent limit) was the same for all.", "timestamp": "2026-10-15T16:51:41.536Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The inputs were well-formed: username=['nasa'] and resultsLimit:3 for apify/instagram-post-scraper, and username:'nasa' with maxPages:1 for data-slayer/instagram-posts — both match the respective input schemas.", "timestamp": "2026-10-15T16:51:41.037Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors to find Instagram scrapers and selected apify/instagram-post-scraper (wrong actor; expected apify/instagram-scraper), then tried data-slayer/instagram-posts as a fallback — neither is the intended subject.", "timestamp": "2026-10-15T16:51:40.838Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:46:41.062Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T16:46:41.022Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/instagram-post-scraper run : CALL-FAILED; data-slayer/instagram-posts run : CALL-FAILED; apify/instagram-post-scraper run : CALL-FAILED", "timestamp": "2026-10-15T16:46:40.977Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-15T16:46:40.892Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper, data-slayer/instagram-posts; expected apify/instagram-scraper", "timestamp": "2026-10-15T16:46:40.796Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/instagram-post-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/instagram-post-scraper, data-slayer/instagram-posts; expected apify/instagram-scraper" }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "1b8eedcca06cb20e", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T16:46:08.092Z", "day": "2026-10-15", "traceId": "cb065caed32fc372788874c1d165c4f5", "observationId": "3d32d82fa1423a73", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/cb065caed32fc372788874c1d165c4f5?observation=3d32d82fa1423a73", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T16:52:40.836Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T16:52:40.793Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: apify/google-search-scraper run : CALL-FAILED", "timestamp": "2026-10-15T16:51:42.177Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: apify/google-search-scraper run : CALL-FAILED", "timestamp": "2026-10-15T16:51:42.073Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T16:51:42.029Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T16:51:41.991Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: apify/google-search-scraper run : CALL-FAILED", "timestamp": "2026-10-15T16:51:41.959Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "2 tool calls valid", "timestamp": "2026-10-15T16:51:41.909Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task was not completed because the Actor run failed due to a concurrent runs limit, so no AI Mode answer text or source count was retrieved and reported.", "timestamp": "2026-10-15T16:51:41.837Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct two-step path: fetch actor details then call the actor, with no unnecessary repetition or detours.", "timestamp": "2026-10-15T16:51:41.784Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent correctly identified the concurrent Actor runs limit error, explained it clearly, and directed the user to the billing page to resolve it, which is a reasonable response to an infrastructure-level failure.", "timestamp": "2026-10-15T16:51:41.747Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set queries='best crm for small business', countryCode='gb', and aiModeSearch.enableAiMode=true, which satisfies the required fields; however, maxPagesPerQuery was omitted (deterministic check 'pages' FAIL), though this is a minor omission since the default is 1.", "timestamp": "2026-10-15T16:51:41.582Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose fetch-actor-details to inspect the schema and then call-actor to run apify/google-search-scraper, which is the intended Actor for this task.", "timestamp": "2026-10-15T16:51:41.536Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:46:24.100Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-15T16:46:24.060Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 0 items ok", "timestamp": "2026-10-15T16:46:24.017Z", "metadata": {} }, "check.pages": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: maxPagesPerQuery is missing (expected at most 1)", "timestamp": "2026-10-15T16:46:23.977Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T16:46:23.933Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T16:46:23.894Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-10-15T16:46:23.857Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper run : CALL-FAILED", "timestamp": "2026-10-15T16:46:23.560Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T16:46:23.474Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "pages", "ranOk" ], "judgeComment": "FAIL: check ranOk: apify/google-search-scraper run : CALL-FAILED" }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "1b8eedcca06cb20e", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T16:46:24.142Z", "day": "2026-10-15", "traceId": "d94dfddc28be684281edeee06518e198", "observationId": "e7f022cad0e3967e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d94dfddc28be684281edeee06518e198?observation=e7f022cad0e3967e", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "eval.consistency": { "value": 0.667, "stringValue": null, "comment": "1/3 passed; majority agreement 67%", "timestamp": "2026-10-15T16:52:39.926Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 1, "stringValue": null, "comment": "1/3 repeats passed", "timestamp": "2026-10-15T16:52:39.860Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: apify/google-search-scraper run : CALL-FAILED; apify/google-search-scraper run : CALL-FAILED", "timestamp": "2026-10-15T16:51:40.407Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: apify/google-search-scraper run : CALL-FAILED; apify/google-search-scraper run : CALL-FAILED", "timestamp": "2026-10-15T16:51:40.311Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T16:51:40.274Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T16:51:40.238Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: apify/google-search-scraper run : CALL-FAILED; apify/google-search-scraper run : CALL-FAILED; check items: 0 items, expected at least 1", "timestamp": "2026-10-15T16:51:40.200Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-15T16:51:40.165Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required reporting organic result count and top three domains from actual scraped data, but both runs failed and zero items were returned, so the task was not completed.", "timestamp": "2026-10-15T16:51:40.123Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent fetched actor details first, then made two call attempts — the second attempt with waitSecs=0 was unlikely to help given the same concurrent limit error, representing minor inefficiency.", "timestamp": "2026-10-15T16:51:40.083Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with a concurrent-run-limit error, the agent retried with waitSecs=0 which did not resolve the issue; it then correctly explained the situation to the user rather than fabricating results.", "timestamp": "2026-10-15T16:51:40.046Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed queries='elektroauto leasing', maxPagesPerQuery=1, countryCode='de', and searchLanguage='de'; the facts confirm query and country passed but note languageCode (not searchLanguage) was missing — however the runs failed before execution so the field name mismatch is a secondary concern.", "timestamp": "2026-10-15T16:51:39.966Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/google-search-scraper and fetch-actor-details, which are the appropriate tools for this task.", "timestamp": "2026-10-15T16:51:39.878Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:46:52.450Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, items", "timestamp": "2026-10-15T16:46:52.406Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 0 items ok", "timestamp": "2026-10-15T16:46:52.371Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 0 items, expected at least 1", "timestamp": "2026-10-15T16:46:52.269Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T16:46:52.232Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode is missing (expected \"de\"); apify/google-search-scraper: languageCode is missing (expected \"de\")", "timestamp": "2026-10-15T16:46:52.187Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): countryCode", "timestamp": "2026-10-15T16:46:52.149Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s)", "timestamp": "2026-10-15T16:46:52.067Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper run : CALL-FAILED; apify/google-search-scraper run : CALL-FAILED", "timestamp": "2026-10-15T16:46:52.026Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T16:46:51.944Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "lang", "ranOk" ], "judgeComment": "FAIL: check ranOk: apify/google-search-scraper run : CALL-FAILED; apify/google-search-scraper run : CALL-FAILED" }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "1b8eedcca06cb20e", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T16:46:41.103Z", "day": "2026-10-15", "traceId": "32ac54eea39b27429bc43815533e4ed6", "observationId": "75e4e4e530582cc8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/32ac54eea39b27429bc43815533e4ed6?observation=75e4e4e530582cc8", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "eval.consistency": { "value": 0.667, "stringValue": null, "comment": "2/3 passed; majority agreement 67%", "timestamp": "2026-10-15T16:52:40.209Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 1, "stringValue": null, "comment": "2/3 repeats passed", "timestamp": "2026-10-15T16:52:40.162Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned organic results with titles, links, and snippets for 'apify web scraping' from the first page, and correctly ended with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-15T16:51:40.610Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned organic results with titles, links, and snippets for 'apify web scraping' from the first page, and correctly ended with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-15T16:51:40.573Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-10-15T16:51:40.538Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T16:51:40.500Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T16:51:40.459Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first get-dataset-items call used dot-notation field projection (organicResults.position, organicResults.title, etc.) which returned an empty item {}. The Actor's output format does not support dot-notation field projection for nested arrays, causing the agent to need a second call without field filtering to get the actual data.", "timestamp": "2026-10-15T16:51:40.395Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-15T16:51:40.357Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned organic results with titles, links, and snippets for 'apify web scraping' from the first page, and correctly ended with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-15T16:51:40.313Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: search-actors, fetch-actor-details, call-actor, and two get-dataset-items calls (the second needed because the first field-projected call returned empty items), which is reasonably efficient with only one minor retry.", "timestamp": "2026-10-15T16:51:40.277Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with field projection returned an empty item ({}), so the agent immediately retried without field filtering and successfully retrieved the full data.", "timestamp": "2026-10-15T16:51:40.239Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and presented organic results with titles, URLs, and snippets directly from the tool result data, including actual URLs and descriptions from the dataset.", "timestamp": "2026-10-15T16:51:40.204Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with queries='apify web scraping' and maxPagesPerQuery=1, which correctly targets the first results page only with the right query.", "timestamp": "2026-10-15T16:51:40.164Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/google-search-scraper, the official Apify Actor for scraping Google Search results, confirmed by the deterministic rightActor check passing.", "timestamp": "2026-10-15T16:51:40.131Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "1b8eedcca06cb20e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:47:33.345Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-15T16:47:33.303Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T16:47:33.263Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-15T16:47:33.178Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T16:47:33.085Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned organic results with titles, links, and snippets for 'apify web scraping' from the first page, and correctly ended with 'Actor: apify/google-search-scraper' as required." }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "39197aefbc45abb5", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T16:53:07.245Z", "day": "2026-10-15", "traceId": "08c7e180e83ffe452d23639b8b7e6c9c", "observationId": "0abfec55c2789fd4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/08c7e180e83ffe452d23639b8b7e6c9c?observation=0abfec55c2789fd4", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "eval.consistency": { "value": 0.667, "stringValue": null, "comment": "1/3 passed; majority agreement 67%", "timestamp": "2026-10-15T17:02:21.382Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 1, "stringValue": null, "comment": "1/3 repeats passed", "timestamp": "2026-10-15T17:02:21.341Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 9 organic results and the top 3 domains (leasingmarkt.de, adac.de, insta-drive.com) grounded in the retrieved data, fulfilling the task requirements despite the missing languageCode parameter.", "timestamp": "2026-10-15T17:02:00.342Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 9 organic results and the top 3 domains (leasingmarkt.de, adac.de, insta-drive.com) grounded in the retrieved data, fulfilling the task requirements despite the missing languageCode parameter.", "timestamp": "2026-10-15T17:02:00.294Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-15T17:02:00.256Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:02:00.209Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The agent used 'searchLanguage' as the input field name instead of the correct 'languageCode', causing the lang deterministic check to FAIL. The correct field name is visible in the dataset fields preview ('searchQuery.languageCode') and should have been identified from the input schema.", "timestamp": "2026-10-15T17:02:00.163Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T17:02:00.068Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 9 organic results and the top 3 domains (leasingmarkt.de, adac.de, insta-drive.com) grounded in the retrieved data, fulfilling the task requirements despite the missing languageCode parameter.", "timestamp": "2026-10-15T17:02:00.008Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 4 tool calls: fetch-actor-details, call-actor, and two get-dataset-items calls (the second needed because the first field-projected call returned empty objects), which is reasonably efficient with only one minor retry.", "timestamp": "2026-10-15T17:01:59.959Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with field projection returned empty items ({}), and the agent correctly recovered by making a second call with clean=true to get the full data.", "timestamp": "2026-10-15T17:01:59.916Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and directly used the organicResults data from the tool response to report the count and top three domains, matching the actual data returned.", "timestamp": "2026-10-15T17:01:59.874Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed queries='elektroauto leasing', maxPagesPerQuery=1, countryCode='de', and searchLanguage='de', but the deterministic check confirms languageCode (the correct field name) was missing/not recognized - the agent used 'searchLanguage' instead of 'languageCode', causing the lang check to FAIL.", "timestamp": "2026-10-15T17:01:59.834Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items tools, which are the appropriate tools for running apify/google-search-scraper and retrieving results.", "timestamp": "2026-10-15T17:01:59.788Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:53:54.990Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T16:53:54.959Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T16:53:54.911Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T16:53:54.882Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T16:53:54.845Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode is missing (expected \"de\")", "timestamp": "2026-10-15T16:53:54.809Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T16:53:54.769Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T16:53:54.729Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T16:53:54.644Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T16:53:54.560Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang" ], "judgeComment": "PASS: The agent reported 9 organic results and the top 3 domains (leasingmarkt.de, adac.de, insta-drive.com) grounded in the retrieved data, fulfilling the task requirements despite the missing languageCode parameter." }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "39197aefbc45abb5", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T16:53:07.245Z", "day": "2026-10-15", "traceId": "43f132ffdd9c3331a3ab187b2d3c94a6", "observationId": "3aebacb40682084f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/43f132ffdd9c3331a3ab187b2d3c94a6?observation=3aebacb40682084f", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:02:21.677Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:02:21.617Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:02:05.066Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:02:04.975Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/instagram-post-scraper", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-15T17:02:04.937Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T17:02:04.892Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:02:04.856Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:02:04.822Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-15T17:02:04.772Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent used the wrong actor (apify/instagram-post-scraper instead of apify/instagram-scraper) as confirmed by the deterministic rightActor FAIL check, and the final answer reports Posts: 3 but the second run actually produced 9 dataset items with only 3 fetched via limit parameter.", "timestamp": "2026-10-15T17:02:04.728Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made an unnecessary second actor run (with resultsLimit=10) after the first run returned only 1 item, when it could have investigated why the first run returned fewer items or simply reported 1 item; this added an extra run.", "timestamp": "2026-10-15T17:02:04.686Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first run returned only 1 item instead of 3, so the agent ran the actor again with resultsLimit=10 and then fetched 3 items from that dataset - a reasonable recovery attempt.", "timestamp": "2026-10-15T17:02:04.649Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the actual run results and reported Posts: 3 based on the limit=3 query to get-dataset-items, which is consistent with the data retrieved.", "timestamp": "2026-10-15T17:02:04.608Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly passed username=['nasa'] and resultsLimit=3 to the actor, which are well-formed inputs matching the schema.", "timestamp": "2026-10-15T17:02:04.570Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items which are appropriate tools, but selected apify/instagram-post-scraper instead of the intended apify/instagram-scraper.", "timestamp": "2026-10-15T17:02:04.475Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:54:50.833Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T16:54:50.796Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-15T16:54:50.755Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-15T16:54:50.675Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T16:54:50.598Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/instagram-post-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "39197aefbc45abb5", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T16:53:07.245Z", "day": "2026-10-15", "traceId": "7b218dc66e69efefb5a27f413ac185c2", "observationId": "7ae3a0ace2a517c8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7b218dc66e69efefb5a27f413ac185c2?observation=7ae3a0ace2a517c8", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:02:22.686Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:02:22.645Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used get_anything/llm-web-scraper, fre.d/url-to-markdown; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:02:06.110Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used get_anything/llm-web-scraper, fre.d/url-to-markdown; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:02:05.939Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "get_anything/llm-web-scraper", "comment": "Actors the agent ran: get_anything/llm-web-scraper, fre.d/url-to-markdown", "timestamp": "2026-10-15T17:02:05.878Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T17:02:05.836Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:02:05.794Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used get_anything/llm-web-scraper, fre.d/url-to-markdown; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:02:05.755Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T17:02:05.719Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "Both actor runs failed (CALL-FAILED), no pages were crawled, no page count or titles were reported, and the wrong actor was used and named in the final answer.", "timestamp": "2026-10-15T17:02:05.681Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made only 4 tool calls (search, fetch details, two call-actor attempts), which is reasonably direct, though it picked wrong actors and both failed.", "timestamp": "2026-10-15T17:02:05.643Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the first actor call failed due to concurrent run limits, the agent tried a second actor (fre.d/url-to-markdown) which also failed for the same reason; the agent then explained the situation to the user rather than trying the correct apify/website-content-crawler or suggesting waiting.", "timestamp": "2026-10-15T17:02:05.605Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "For get_anything/llm-web-scraper, the agent correctly set startUrls, crawl:true, maxPages:20, maxDepth:2, and outputFormat:markdown. For fre.d/url-to-markdown, the agent used 'urls' instead of 'startUrls' and did not include a proper URL array matching the expected schema, and the start URL was missing per the deterministic checks.", "timestamp": "2026-10-15T17:02:05.569Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for LLM-ready web scrapers and selected get_anything/llm-web-scraper and fre.d/url-to-markdown, both third-party actors, instead of the intended apify/website-content-crawler which is the official Apify actor for this purpose.", "timestamp": "2026-10-15T17:02:05.532Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:53:47.449Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, startUrl", "timestamp": "2026-10-15T16:53:47.416Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): get_anything/llm-web-scraper: maxCrawlPages is missing (expected at most 20); fre.d/url-to-markdown: maxCrawlPages is missing (expected at most 20)", "timestamp": "2026-10-15T16:53:47.378Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: fre.d/url-to-markdown: startUrls[0].url is missing (expected to match /docs\\.apify\\.com/academy/)", "timestamp": "2026-10-15T16:53:47.337Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): get_anything/llm-web-scraper run : CALL-FAILED; fre.d/url-to-markdown run : CALL-FAILED", "timestamp": "2026-10-15T16:53:47.299Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-15T16:53:47.216Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used get_anything/llm-web-scraper, fre.d/url-to-markdown; expected apify/website-content-crawler", "timestamp": "2026-10-15T16:53:47.126Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "get_anything/llm-web-scraper", "infraOk": true, "failedChecks": [ "pageCap", "startUrl", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used get_anything/llm-web-scraper, fre.d/url-to-markdown; expected apify/website-content-crawler" }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "39197aefbc45abb5", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T16:53:07.245Z", "day": "2026-10-15", "traceId": "35b14a125f7da59f02accad022d30afe", "observationId": "9985a82ea5090c23", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/35b14a125f7da59f02accad022d30afe?observation=9985a82ea5090c23", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run sTV9NuplHJGZhSmiw (apify/google-search-scraper) ABORTED", "timestamp": "2026-10-15T17:02:10.495Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:02:10.411Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "Both Actor runs reported 'Nothing extracted yet' for 300+ seconds without any actionable error message explaining why the AI Mode add-on was failing to extract data. The agent had no signal to change its approach (e.g., try a different proxy, region setting, or fallback). A clearer error or timeout message from the Actor would have allowed the agent to diagnose and adapt rather than blindly polling and retrying with identical inputs.", "timestamp": "2026-10-15T17:02:10.362Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "12 tool calls valid", "timestamp": "2026-10-15T17:02:10.309Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "Neither run produced any data — both runs returned 0 dataset items (first ABORTED, second left RUNNING) — so the agent never reported the AI Mode answer text or source count, failing the task entirely.", "timestamp": "2026-10-15T17:02:10.273Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent polled 6 times on the first run before aborting, then launched a second identical run and polled twice more before running out of turns; the second run with the same parameters was redundant and added no value.", "timestamp": "2026-10-15T17:02:10.234Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first run stalled for ~340 seconds with 'Nothing extracted yet', the agent aborted it and launched a second run with identical parameters, which also stalled — a reasonable but ultimately ineffective recovery attempt.", "timestamp": "2026-10-15T17:02:10.185Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Both runs used correct inputs: queries='best crm for small business', maxPagesPerQuery=1, countryCode='gb', and aiModeSearch.enableAiMode=true — matching all required parameters confirmed by deterministic checks (aiModeOn, query, country, pages all PASS).", "timestamp": "2026-10-15T17:02:10.144Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with apify/google-search-scraper, and get-actor-run to poll — all appropriate tools for this task.", "timestamp": "2026-10-15T17:02:10.092Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run sTV9NuplHJGZhSmiw (apify/google-search-scraper) ABORTED", "timestamp": "2026-10-15T17:00:58.784Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-15T17:00:58.749Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 0 items ok", "timestamp": "2026-10-15T17:00:58.712Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T17:00:58.673Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): countryCode", "timestamp": "2026-10-15T17:00:58.636Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s)", "timestamp": "2026-10-15T17:00:58.601Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-10-15T17:00:58.526Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper run sTV9NuplHJGZhSmiw: ABORTED; apify/google-search-scraper run kaf6ZPJORwVja53A3: RUNNING", "timestamp": "2026-10-15T17:00:58.492Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T17:00:58.411Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk" ], "judgeComment": null }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "39197aefbc45abb5", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T16:53:07.245Z", "day": "2026-10-15", "traceId": "a0e59ca3d1b027c27b3652141b9db762", "observationId": "6120eddc90554d97", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a0e59ca3d1b027c27b3652141b9db762?observation=6120eddc90554d97", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:02:22.441Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:02:22.401Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: apify/instagram-scraper run : CALL-FAILED; apify/instagram-scraper run : CALL-FAILED", "timestamp": "2026-10-15T17:02:12.777Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: apify/instagram-scraper run : CALL-FAILED; apify/instagram-scraper run : CALL-FAILED", "timestamp": "2026-10-15T17:02:12.691Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:02:12.650Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-15T17:02:12.606Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: apify/instagram-scraper run : CALL-FAILED; apify/instagram-scraper run : CALL-FAILED", "timestamp": "2026-10-15T17:02:12.565Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-15T17:02:12.527Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides all three required elements: follower count (104,371,543), average likes per recent post (477,377), and a one-sentence engagement interpretation, all grounded in retrieved data as confirmed by the grounded and followers deterministic checks passing.", "timestamp": "2026-10-15T17:02:12.492Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two concurrent calls initially (one succeeded, one failed), then had to retry the posts call (which also failed), but ultimately recovered efficiently by using the latestPosts data from the profile details run rather than making further failed attempts.", "timestamp": "2026-10-15T17:02:12.385Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the posts scrape calls failed due to concurrent run limits, the agent pivoted to use the latestPosts data already embedded in the profile details result, successfully computing average likes from those 12 posts.", "timestamp": "2026-10-15T17:02:12.350Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent extracted followersCount (104,371,543) from the dataset and used jq to compute average likes (477,377) from latestPosts.likesCount in the retrieved data, confirmed by the grounded check passing.", "timestamp": "2026-10-15T17:02:12.313Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-scraper with correct inputs: directUrls pointing to https://www.instagram.com/nasa/, appropriate resultsType values ('details' and 'posts'), and reasonable resultsLimit values.", "timestamp": "2026-10-15T17:02:12.268Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, and Bash tools, all appropriate for retrieving and analyzing Instagram data via apify/instagram-scraper.", "timestamp": "2026-10-15T17:02:12.227Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:54:12.945Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-15T16:54:12.903Z", "metadata": {} }, "check.followers": { "value": 1, "stringValue": null, "comment": "PASS: followersCount within 2%", "timestamp": "2026-10-15T16:54:12.864Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 2 numbers found in Actor output", "timestamp": "2026-10-15T16:54:12.796Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): directUrls[0]", "timestamp": "2026-10-15T16:54:12.762Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/instagram-scraper run : CALL-FAILED; apify/instagram-scraper run : CALL-FAILED", "timestamp": "2026-10-15T16:54:12.701Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-10-15T16:54:12.625Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-10-15T16:54:12.534Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: check ranOk: apify/instagram-scraper run : CALL-FAILED; apify/instagram-scraper run : CALL-FAILED" }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "39197aefbc45abb5", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T16:53:07.245Z", "day": "2026-10-15", "traceId": "287de25e6b0c897a50d5495f7c7f3e8f", "observationId": "d0f81e18d7b4dfb0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/287de25e6b0c897a50d5495f7c7f3e8f?observation=d0f81e18d7b4dfb0", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:02:22.991Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:02:22.931Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-15T17:02:21.135Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-15T17:02:21.050Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:02:21.000Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:02:20.967Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-15T17:02:20.925Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-15T17:02:20.887Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required crawling up to 10 pages of the platform section with URL filtering, HTML saving, and a page count report — only 1 page was crawled (the platform URL redirected to root), saveHtml was not properly set (saveHtmlAsFile used instead), and includeUrlGlobs was not recognized by the deterministic checks, so the task was not properly completed.", "timestamp": "2026-10-15T17:02:20.848Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 3 actor calls (2 failed, 1 succeeded) when ideally only 1 was needed; the first failure was due to wrong input format and the third was an unnecessary retry attempt after already getting results, making the path less efficient than optimal.", "timestamp": "2026-10-15T17:02:20.803Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent recovered from the first CALL-FAILED (wrong glob format) by fixing the input format in the second call, and when the third call failed due to concurrent run limits, it pivoted to retrieving data from the already-completed run.", "timestamp": "2026-10-15T17:02:20.758Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual run results from get-actor-run (1 item, run ID nhlSZViMv70gxKv0g), get-dataset-items (1 item with real URL and text), and get-key-value-store-record (actual HTML content of 3330 bytes) to compose its final answer.", "timestamp": "2026-10-15T17:02:20.725Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call failed due to wrong glob format (string instead of object), but the second call correctly used {\"glob\": \"https://docs.apify.com/platform/**\"} with saveHtmlAsFile:true and maxCrawlPages:10. However, the deterministic checks show saveHtml is missing (expected true) and includeUrlGlobs is missing — the agent used saveHtmlAsFile instead of saveHtml, and the sectionFilter check failed.", "timestamp": "2026-10-15T17:02:20.644Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/website-content-crawler and used fetch-actor-details, call-actor, get-actor-run, get-dataset-items, and get-key-value-store-record — all appropriate tools for this task.", "timestamp": "2026-10-15T17:02:20.525Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:54:37.319Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-15T16:54:37.284Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-15T16:54:37.244Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true)", "timestamp": "2026-10-15T16:54:37.169Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs is missing (expected to be set)", "timestamp": "2026-10-15T16:54:37.118Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 3 run(s): maxCrawlPages", "timestamp": "2026-10-15T16:54:37.072Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): startUrls[0].url", "timestamp": "2026-10-15T16:54:37.033Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-15T16:54:36.940Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-15T16:54:36.840Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "saveHtml", "sectionFilter", "ranOk" ], "judgeComment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2" }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "39197aefbc45abb5", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T16:53:47.486Z", "day": "2026-10-15", "traceId": "ac4799e29f41ee92498902f5a9bfd6fe", "observationId": "27520fee7a46c5a4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ac4799e29f41ee92498902f5a9bfd6fe?observation=27520fee7a46c5a4", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "eval.consistency": { "value": 0.667, "stringValue": null, "comment": "1/3 passed; majority agreement 67%", "timestamp": "2026-10-15T17:02:21.980Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 1, "stringValue": null, "comment": "1/3 repeats passed", "timestamp": "2026-10-15T17:02:21.914Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents organic results with titles, URLs, and snippets for the query 'apify web scraping' from the first page, grounded in retrieved data, and ends with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-15T17:01:53.260Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents organic results with titles, URLs, and snippets for the query 'apify web scraping' from the first page, grounded in retrieved data, and ends with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-15T17:01:53.208Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-10-15T17:01:53.162Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T17:01:53.120Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:01:53.060Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first get-dataset-items call used fields='organicResults.position,organicResults.title,organicResults.url,organicResults.description' but returned empty items ({}), suggesting the dot-notation field projection did not work as expected for nested array fields, forcing a second call without field filtering.", "timestamp": "2026-10-15T17:01:53.018Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-15T17:01:52.985Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents organic results with titles, URLs, and snippets for the query 'apify web scraping' from the first page, grounded in retrieved data, and ends with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-15T17:01:52.936Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 5 tool calls: search-actors, fetch-actor-details, call-actor, and two get-dataset-items calls (the second needed because the first fields projection returned empty objects), which is slightly redundant but reasonable.", "timestamp": "2026-10-15T17:01:52.894Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with fields projection returned empty items ({}), so the agent made a second call without the fields filter and successfully retrieved the full data.", "timestamp": "2026-10-15T17:01:52.854Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned by get-dataset-items (organicResults array with titles, URLs, descriptions) to populate the final answer, matching the preview data shown in the tool result.", "timestamp": "2026-10-15T17:01:52.769Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with queries='apify web scraping' and maxPagesPerQuery=1, which correctly targets the first results page only with the right query.", "timestamp": "2026-10-15T17:01:52.707Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used search-actors to find apify/google-search-scraper, then fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task.", "timestamp": "2026-10-15T17:01:52.665Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:54:37.344Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-15T16:54:37.256Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T16:54:37.219Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-15T16:54:37.178Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T16:54:37.133Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents organic results with titles, URLs, and snippets for the query 'apify web scraping' from the first page, grounded in retrieved data, and ends with 'Actor: apify/google-search-scraper' as required." }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "39197aefbc45abb5", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T16:53:55.020Z", "day": "2026-10-15", "traceId": "deecea1d8264501897b64f96993fd719", "observationId": "80d1f6bf50c8bdf8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/deecea1d8264501897b64f96993fd719?observation=80d1f6bf50c8bdf8", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:02:22.891Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:02:22.854Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 5 Actor run(s), expected at most 2", "timestamp": "2026-10-15T17:01:58.296Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 5 Actor run(s), expected at most 2", "timestamp": "2026-10-15T17:01:58.206Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:01:58.173Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:01:58.125Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 5 Actor run(s), expected at most 2", "timestamp": "2026-10-15T17:01:58.085Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "12 tool calls valid", "timestamp": "2026-10-15T17:01:58.038Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns mid-task, never delivered a final report with page count confirmation and HTML save confirmation. The final successful run had 10 items processed but only 8 in dataset, lacked URL filtering to stay within /platform, and saveHtml was never properly set per deterministic checks.", "timestamp": "2026-10-15T17:01:57.983Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 5 actor runs (2 failed, 3 succeeded) when at most 2 were expected; it ran multiple exploratory runs trying different configurations rather than getting it right, and the agent ran out of turns without delivering a final summary.", "timestamp": "2026-10-15T17:01:57.919Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the first call failed with input validation error (saveHtmlAsFile format issue), the agent corrected the glob format. When the concurrent run limit was hit, the agent retried. However, when the filtered runs returned only 1 page, the agent's 'fix' was to remove the URL filter entirely rather than debug the filtering approach.", "timestamp": "2026-10-15T17:01:57.875Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and key-value store HTML URLs from the actual run results, using real data from the API responses rather than inventing information.", "timestamp": "2026-10-15T17:01:57.811Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent used saveHtmlAsFile (correct field name per schema) and includeUrlGlobs with proper object format {glob: ...}, but the final successful run (vrzgYRoY4vBPmaQKN) dropped the includeUrlGlobs filter entirely, allowing crawling outside the /platform section. Also, saveHtml was never set to true per the deterministic checks (saveHtml FAIL).", "timestamp": "2026-10-15T17:01:57.762Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/website-content-crawler for the crawling task and used appropriate MCP tools (fetch-actor-details, call-actor, get-actor-run, get-dataset-items).", "timestamp": "2026-10-15T17:01:57.724Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:57:37.917Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-15T16:57:37.877Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 12 items, expected at most 10", "timestamp": "2026-10-15T16:57:37.837Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true)", "timestamp": "2026-10-15T16:57:37.804Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs is missing (expected to be set)", "timestamp": "2026-10-15T16:57:37.765Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 5 run(s): maxCrawlPages", "timestamp": "2026-10-15T16:57:37.723Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 5 run(s): startUrls[0].url", "timestamp": "2026-10-15T16:57:37.693Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 5 Actor run(s), expected at most 2", "timestamp": "2026-10-15T16:57:37.615Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-15T16:57:37.513Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter", "ranOk" ], "judgeComment": "FAIL: check ranOk: 5 Actor run(s), expected at most 2" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "39197aefbc45abb5", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T16:54:12.979Z", "day": "2026-10-15", "traceId": "f0c5fbf1e3166bb9898e9534c473935d", "observationId": "c73857c7cf21b1e5", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f0c5fbf1e3166bb9898e9534c473935d?observation=c73857c7cf21b1e5", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:02:22.608Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:02:22.569Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used boxbox10/site-crawler, your_scraper_guy/website-content-crawler-lite; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:01:53.032Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used boxbox10/site-crawler, your_scraper_guy/website-content-crawler-lite; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:01:52.949Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "boxbox10/site-crawler", "comment": "Actors the agent ran: boxbox10/site-crawler, your_scraper_guy/website-content-crawler-lite", "timestamp": "2026-10-15T17:01:52.900Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T17:01:52.857Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:01:52.818Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used boxbox10/site-crawler, your_scraper_guy/website-content-crawler-lite; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:01:52.763Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-15T17:01:52.672Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent used the wrong actor (not apify/website-content-crawler as required), the startUrl and pageCap inputs were not correctly registered per the harness, and the crawled pages drifted outside the /academy subdomain (e.g., console.apify.com, docs.apify.com/sdk), so the task was not properly completed.", "timestamp": "2026-10-15T17:01:52.601Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 6 tool calls: one search, two fetch-actor-details, two call-actor attempts, and one get-dataset-items — the extra call was necessitated by the error recovery, so the path was reasonably direct.", "timestamp": "2026-10-15T17:01:52.554Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When boxbox10/site-crawler failed due to concurrent run limits, the agent correctly pivoted to another LLM-focused crawler (your_scraper_guy/website-content-crawler-lite) rather than giving up.", "timestamp": "2026-10-15T17:01:52.510Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned by get-dataset-items to report the 19 pages and five real titles from the tool result preview.", "timestamp": "2026-10-15T17:01:52.467Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The startUrls field was passed as an array with the correct URL for both calls, but the deterministic checks confirm startUrls[0].url is missing (expected to match /docs.apify.com/academy/) and maxCrawlPages is missing — the input schema used maxPagesPerRun instead of maxCrawlPages, and the actual stored input apparently did not register the URL correctly per the harness.", "timestamp": "2026-10-15T17:01:52.413Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for LLM-ready content crawlers and found options, but chose boxbox10/site-crawler first (wrong actor) and then your_scraper_guy/website-content-crawler-lite (also wrong) instead of the intended apify/website-content-crawler, which is the official Apify actor for this purpose.", "timestamp": "2026-10-15T17:01:52.343Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:54:59.658Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, startUrl", "timestamp": "2026-10-15T16:54:59.623Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): boxbox10/site-crawler: maxCrawlPages is missing (expected at most 20); your_scraper_guy/website-content-crawler-lite: maxCrawlPages is missing (expected at most 20)", "timestamp": "2026-10-15T16:54:59.592Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: boxbox10/site-crawler: startUrls[0].url is missing (expected to match /docs\\.apify\\.com/academy/); your_scraper_guy/website-content-crawler-lite: startUrls[0].url is missing (expected to match /docs\\.apify\\.com/academy/)", "timestamp": "2026-10-15T16:54:59.556Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): boxbox10/site-crawler run : CALL-FAILED", "timestamp": "2026-10-15T16:54:59.503Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-15T16:54:59.399Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used boxbox10/site-crawler, your_scraper_guy/website-content-crawler-lite; expected apify/website-content-crawler", "timestamp": "2026-10-15T16:54:59.285Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "boxbox10/site-crawler", "infraOk": true, "failedChecks": [ "pageCap", "startUrl", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used boxbox10/site-crawler, your_scraper_guy/website-content-crawler-lite; expected apify/website-content-crawler" }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "39197aefbc45abb5", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T16:54:37.362Z", "day": "2026-10-15", "traceId": "c850d3109f42c2772b6980f80caa7171", "observationId": "2cb5601b6c9904d3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c850d3109f42c2772b6980f80caa7171?observation=2cb5601b6c9904d3", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:02:22.355Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:02:22.315Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: apify/instagram-scraper run : CALL-FAILED; apify/instagram-scraper run : CALL-FAILED", "timestamp": "2026-10-15T17:01:48.622Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: apify/instagram-scraper run : CALL-FAILED; apify/instagram-scraper run : CALL-FAILED", "timestamp": "2026-10-15T17:01:48.536Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:01:48.483Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:01:48.421Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: apify/instagram-scraper run : CALL-FAILED; apify/instagram-scraper run : CALL-FAILED; check grounded: 1 of 3 numbers not in Actor output: 500,000", "timestamp": "2026-10-15T17:01:48.386Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-15T17:01:48.347Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported follower count (104,371,549 — verified correct), average likes (~477,446), and a one-sentence engagement interpretation, but the grounded check flagged '500,000' as not in actor output, indicating the agent rounded/approximated a figure not directly present in the data, making the answer partially ungrounded.", "timestamp": "2026-10-15T17:01:48.285Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two simultaneous calls (one succeeded, one failed due to concurrency), then tried again for posts (failed again), then pivoted to use the latestPosts data already embedded in the profile details result — this was somewhat inefficient but ultimately pragmatic.", "timestamp": "2026-10-15T17:01:48.241Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "Two actor runs CALL-FAILED due to concurrent run limits; the agent recognized the first run had already succeeded and retrieved data from its dataset rather than retrying indefinitely, which was a reasonable recovery.", "timestamp": "2026-10-15T17:01:48.197Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved real data from the dataset (followersCount: 104,371,549 and latestPosts with likesCount values) and used those to compute the average, though the stated '~477,446' and '~500k' figures are approximations that don't exactly match the grounded check which flagged '500,000' as not in actor output.", "timestamp": "2026-10-15T17:01:48.129Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used correct inputs: directUrls with the NASA Instagram profile URL and appropriate resultsType ('details' for profile, 'posts' for posts), which matches the actor's input schema.", "timestamp": "2026-10-15T17:01:48.084Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected apify/instagram-scraper to retrieve @nasa's profile and posts, which is the intended actor for this task.", "timestamp": "2026-10-15T17:01:48.031Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:55:50.073Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, grounded", "timestamp": "2026-10-15T16:55:50.030Z", "metadata": {} }, "check.followers": { "value": 1, "stringValue": null, "comment": "PASS: followersCount within 2%", "timestamp": "2026-10-15T16:55:49.995Z", "metadata": {} }, "check.grounded": { "value": 0.667, "stringValue": null, "comment": "FAIL: 1 of 3 numbers not in Actor output: 500,000", "timestamp": "2026-10-15T16:55:49.955Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): directUrls[0]", "timestamp": "2026-10-15T16:55:49.914Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/instagram-scraper run : CALL-FAILED; apify/instagram-scraper run : CALL-FAILED", "timestamp": "2026-10-15T16:55:49.876Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-10-15T16:55:49.793Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-10-15T16:55:49.697Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: check ranOk: apify/instagram-scraper run : CALL-FAILED; apify/instagram-scraper run : CALL-FAILED" }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "39197aefbc45abb5", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T16:54:37.382Z", "day": "2026-10-15", "traceId": "1a81707910697e85c09095949b2a6c97", "observationId": "6e5c562a487213ab", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1a81707910697e85c09095949b2a6c97?observation=6e5c562a487213ab", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:02:21.584Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:02:21.493Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:01:42.690Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:01:42.591Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/instagram-post-scraper", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-15T17:01:42.543Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T17:01:42.505Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:01:42.465Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:01:42.429Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T17:01:42.390Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent retrieved 3 posts from @nasa and reported the correct count, but used the wrong actor (apify/instagram-post-scraper instead of apify/instagram-scraper), failing the rightActor and namedActor deterministic checks.", "timestamp": "2026-10-15T17:01:42.299Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: search, fetch details, call actor, get results — no redundant calls.", "timestamp": "2026-10-15T17:01:42.191Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 3 dataset items via get-dataset-items and correctly reported Posts: 3 based on the actual returned data.", "timestamp": "2026-10-15T17:01:42.152Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=['nasa'] and resultsLimit=3 to apify/instagram-post-scraper, which are well-formed inputs matching the actor's required schema.", "timestamp": "2026-10-15T17:01:42.098Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate MCP tools for the task. However, it selected apify/instagram-post-scraper instead of the intended apify/instagram-scraper, which is a wrong actor selection per the deterministic check.", "timestamp": "2026-10-15T17:01:42.042Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:55:21.378Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T16:55:21.336Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T16:55:21.250Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-15T16:55:21.197Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T16:55:21.101Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/instagram-post-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper" }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "39197aefbc45abb5", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T16:54:50.872Z", "day": "2026-10-15", "traceId": "b29825e1747b67a065b18d4680875b22", "observationId": "54d41f4416f03205", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b29825e1747b67a065b18d4680875b22?observation=54d41f4416f03205", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T17:02:22.199Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T17:02:22.156Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: apify/google-search-scraper run : CALL-FAILED", "timestamp": "2026-10-15T17:01:41.649Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: apify/google-search-scraper run : CALL-FAILED", "timestamp": "2026-10-15T17:01:41.544Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:01:41.485Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:01:41.443Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: apify/google-search-scraper run : CALL-FAILED", "timestamp": "2026-10-15T17:01:41.385Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "2 tool calls valid", "timestamp": "2026-10-15T17:01:41.342Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required reporting the AI Mode answer text and source count, but the Actor run failed due to concurrent run limits, so no answer or source count was retrieved or reported.", "timestamp": "2026-10-15T17:01:41.300Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct two-step path: fetch Actor details then call the Actor, with no unnecessary repetition or detours.", "timestamp": "2026-10-15T17:01:41.263Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent correctly identified the error as a concurrent run limit issue and provided actionable suggestions (wait, upgrade, or cancel runs), which is a reasonable response to an infrastructure-level failure.", "timestamp": "2026-10-15T17:01:41.223Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly set queries='best crm for small business', countryCode='gb', maxPagesPerQuery=1, and aiModeSearch.enableAiMode=true, matching all required inputs confirmed by the deterministic checks (aiModeOn, query, country, pages all PASS).", "timestamp": "2026-10-15T17:01:41.185Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the Actor schema and then call-actor to run apify/google-search-scraper, which are the appropriate tools for this task.", "timestamp": "2026-10-15T17:01:41.142Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:55:07.277Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-15T16:55:07.235Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 0 items ok", "timestamp": "2026-10-15T16:55:07.169Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T16:55:07.129Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T16:55:07.094Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T16:55:07.061Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-10-15T16:55:07.022Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper run : CALL-FAILED", "timestamp": "2026-10-15T16:55:06.945Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T16:55:06.855Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: check ranOk: apify/google-search-scraper run : CALL-FAILED" }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "39197aefbc45abb5", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T16:54:59.697Z", "day": "2026-10-15", "traceId": "ae2b278b423c4de1ee5390048959d630", "observationId": "777af8cf1c90a2e4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ae2b278b423c4de1ee5390048959d630?observation=777af8cf1c90a2e4", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "eval.consistency": { "value": 0.667, "stringValue": null, "comment": "1/3 passed; majority agreement 67%", "timestamp": "2026-10-15T17:02:21.309Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 1, "stringValue": null, "comment": "1/3 repeats passed", "timestamp": "2026-10-15T17:02:21.260Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: apify/google-search-scraper run : CALL-FAILED", "timestamp": "2026-10-15T17:01:39.071Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: apify/google-search-scraper run : CALL-FAILED", "timestamp": "2026-10-15T17:01:38.973Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:01:38.936Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-15T17:01:38.897Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: apify/google-search-scraper run : CALL-FAILED", "timestamp": "2026-10-15T17:01:38.824Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-15T17:01:38.789Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 9 organic results and the top three domains (adac.de, leasingmarkt.de, insta-drive.com) grounded in the retrieved data, fulfilling the task despite the missing languageCode parameter.", "timestamp": "2026-10-15T17:01:38.752Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra tool call (get-dataset-items with fields projection that returned empty items) before making a second call with clean=true, adding a minor inefficiency, but overall the plan was reasonably direct.", "timestamp": "2026-10-15T17:01:38.717Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call-actor failed due to concurrent run limits, the agent immediately retried with waitSecs=0 and then polled with get-actor-run, successfully recovering from the error.", "timestamp": "2026-10-15T17:01:38.670Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent correctly extracted organic result count (9) and top three domains (adac.de, leasingmarkt.de, insta-drive.com) directly from the dataset items returned by get-dataset-items.", "timestamp": "2026-10-15T17:01:38.629Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent used 'searchLanguage':'de' instead of the correct 'languageCode':'de' parameter, which is why the deterministic check for lang FAILED — the Actor received no languageCode in its input.", "timestamp": "2026-10-15T17:01:38.592Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running apify/google-search-scraper and retrieving results.", "timestamp": "2026-10-15T17:01:38.527Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:55:57.412Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-15T16:55:57.371Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T16:55:57.306Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T16:55:57.270Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T16:55:57.228Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode is missing (expected \"de\"); apify/google-search-scraper: languageCode is missing (expected \"de\")", "timestamp": "2026-10-15T16:55:57.183Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): countryCode", "timestamp": "2026-10-15T16:55:57.140Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s)", "timestamp": "2026-10-15T16:55:57.103Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper run : CALL-FAILED", "timestamp": "2026-10-15T16:55:57.025Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T16:55:56.930Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang", "ranOk" ], "judgeComment": "FAIL: check ranOk: apify/google-search-scraper run : CALL-FAILED" }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "39197aefbc45abb5", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T16:55:07.314Z", "day": "2026-10-15", "traceId": "7ddf6a5bcaae148a1b0f87581fdc279c", "observationId": "a2418d0df271b659", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7ddf6a5bcaae148a1b0f87581fdc279c?observation=a2418d0df271b659", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "eval.consistency": { "value": 0.667, "stringValue": null, "comment": "1/3 passed; majority agreement 67%", "timestamp": "2026-10-15T17:02:21.870Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 1, "stringValue": null, "comment": "1/3 repeats passed", "timestamp": "2026-10-15T17:02:21.819Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check namedActor: answer does not contain \"apify/google-search-scraper\"", "timestamp": "2026-10-15T17:01:33.084Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check namedActor: answer does not contain \"apify/google-search-scraper\"", "timestamp": "2026-10-15T17:01:32.997Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper, scraperlink/google-search-results-serp-scraper, automation-lab/google-search-scraper, radiant_martian/google-search-serp-crawler", "timestamp": "2026-10-15T17:01:32.955Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T17:01:32.912Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:01:32.870Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check namedActor: answer does not contain \"apify/google-search-scraper\"", "timestamp": "2026-10-15T17:01:32.830Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-15T17:01:32.779Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned 10 organic results with titles, URLs, and snippets for 'apify web scraping', but the final answer names 'radiant_martian/google-search-serp-crawler' instead of 'apify/google-search-scraper', failing the namedActor deterministic check.", "timestamp": "2026-10-15T17:01:32.734Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 actor calls due to repeated concurrent run limit failures, exceeding the expected maximum of 3 runs; this extra call was caused by the environment constraint rather than poor planning, but it still resulted in an inefficient path.", "timestamp": "2026-10-15T17:01:32.702Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When apify/google-search-scraper, scraperlink/google-search-results-serp-scraper, and automation-lab/google-search-scraper all failed with concurrent run limit errors, the agent tried alternative actors and succeeded with radiant_martian/google-search-serp-crawler.", "timestamp": "2026-10-15T17:01:32.669Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from run ZymqxBjlHgosFF182 and presented all 10 organic results with titles, links, positions, and snippets directly from the tool output.", "timestamp": "2026-10-15T17:01:32.597Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed correct inputs: queries/keyword='apify web scraping' and maxPagesPerQuery=1 for the primary actor, and appropriate equivalents for fallback actors.", "timestamp": "2026-10-15T17:01:32.559Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified apify/google-search-scraper as the primary tool, then fell back to other Google SERP scrapers when concurrent run limits were hit, ultimately using radiant_martian/google-search-serp-crawler which succeeded.", "timestamp": "2026-10-15T17:01:32.516Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:56:02.854Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor", "timestamp": "2026-10-15T16:56:02.811Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-10-15T16:56:02.774Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/google-search-scraper\"", "timestamp": "2026-10-15T16:56:02.725Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T16:56:02.679Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk", "namedActor" ], "judgeComment": "FAIL: check namedActor: answer does not contain \"apify/google-search-scraper\"" }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "39197aefbc45abb5", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T16:55:21.415Z", "day": "2026-10-15", "traceId": "dc5eb4d244616e575f1ff78ea54cef7c", "observationId": "06a9ad28b3bd55c8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/dc5eb4d244616e575f1ff78ea54cef7c?observation=06a9ad28b3bd55c8", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:02:22.784Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:02:22.743Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: apify/website-content-crawler run : CALL-FAILED", "timestamp": "2026-10-15T17:01:34.233Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: apify/website-content-crawler run : CALL-FAILED", "timestamp": "2026-10-15T17:01:34.144Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:01:34.108Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:01:34.075Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: apify/website-content-crawler run : CALL-FAILED", "timestamp": "2026-10-15T17:01:34.038Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-15T17:01:33.989Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "Only 1 page was crawled instead of up to 10, the saveHtml flag was not set correctly per deterministic checks, and the crawled page redirected to the docs home rather than the platform section — the task required crawling the platform section with HTML saving enabled, neither of which was fully achieved.", "timestamp": "2026-10-15T17:01:33.953Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one schema lookup, two actor calls (one failed, one succeeded), one dataset fetch, and one key-value store fetch — a reasonably direct path with only one retry needed.", "timestamp": "2026-10-15T17:01:33.912Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first call-actor failed with input validation error; the agent immediately corrected the includeUrlGlobs format from strings to objects with 'glob' keys and successfully ran the actor on the second attempt.", "timestamp": "2026-10-15T17:01:33.849Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and key-value store HTML record and directly cited the data (page count=1, store ID, record key, size) in its final answer.", "timestamp": "2026-10-15T17:01:33.809Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call failed due to wrong input format (saveHtmlAsFile used but schema validation failed on other fields); the second call correctly used includeUrlGlobs as objects with 'glob' key and saveHtmlAsFile:true, but the deterministic check shows saveHtml is missing (expected true) — the actor used saveHtmlAsFile instead of saveHtml, which is a different field. However, the HTML was actually saved to the key-value store via htmlUrl, suggesting saveHtmlAsFile did work. The deterministic check FAIL on saveHtml indicates the harness expected the 'saveHtml' boolean field specifically.", "timestamp": "2026-10-15T17:01:33.762Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/website-content-crawler and used fetch-actor-details, call-actor, get-dataset-items, and get-key-value-store-record — all appropriate tools for this task.", "timestamp": "2026-10-15T17:01:33.728Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:56:34.448Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-15T16:56:34.404Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-15T16:56:34.366Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true)", "timestamp": "2026-10-15T16:56:34.325Z", "metadata": {} }, "check.sectionFilter": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): includeUrlGlobs", "timestamp": "2026-10-15T16:56:34.291Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxCrawlPages", "timestamp": "2026-10-15T16:56:34.255Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): startUrls[0].url", "timestamp": "2026-10-15T16:56:34.215Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/website-content-crawler run : CALL-FAILED", "timestamp": "2026-10-15T16:56:34.135Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-15T16:56:34.056Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "saveHtml", "ranOk" ], "judgeComment": "FAIL: check ranOk: apify/website-content-crawler run : CALL-FAILED" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "39197aefbc45abb5", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T16:55:50.116Z", "day": "2026-10-15", "traceId": "7ab1e116b33877dde180e650e110eb67", "observationId": "d6f1338b27521975", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7ab1e116b33877dde180e650e110eb67?observation=d6f1338b27521975", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:02:22.522Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:02:22.482Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used lukas459/ai-web-to-markdown-crawler-llm-rag-optimized; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:01:31.116Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used lukas459/ai-web-to-markdown-crawler-llm-rag-optimized; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:01:31.033Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "lukas459/ai-web-to-markdown-crawler-llm-rag-optimized", "comment": "Actors the agent ran: lukas459/ai-web-to-markdown-crawler-llm-rag-optimized", "timestamp": "2026-10-15T17:01:30.996Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T17:01:30.958Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:01:30.919Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used lukas459/ai-web-to-markdown-crawler-llm-rag-optimized; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:01:30.879Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T17:01:30.843Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent used the wrong actor (not apify/website-content-crawler), the start URL was not properly set via startUrls, no page cap was enforced via the correct field, and the crawl wandered outside the /academy path — the task was not completed as specified.", "timestamp": "2026-10-15T17:01:30.807Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch details, call actor, get dataset items) which is a direct and efficient path for this task.", "timestamp": "2026-10-15T17:01:30.769Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 59 dataset items and correctly reported page titles and chunk counts from the actual tool results, not invented data.", "timestamp": "2026-10-15T17:01:30.732Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed 'url' (single URL field) instead of 'startUrls' array, and used 'maxPages' for the page cap, but the deterministic check confirms startUrls[0].url is missing and maxCrawlPages is missing — the input did not correctly set the start URL in the expected field.", "timestamp": "2026-10-15T17:01:30.695Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose lukas459/ai-web-to-markdown-crawler-llm-rag-optimized instead of the intended apify/website-content-crawler; while the chosen actor does produce LLM-ready Markdown, the deterministic check confirms it was the wrong actor for this task.", "timestamp": "2026-10-15T17:01:30.655Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:57:00.657Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, startUrl", "timestamp": "2026-10-15T16:57:00.614Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): lukas459/ai-web-to-markdown-crawler-llm-rag-optimized: maxCrawlPages is missing (expected at most 20)", "timestamp": "2026-10-15T16:57:00.574Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: lukas459/ai-web-to-markdown-crawler-llm-rag-optimized: startUrls[0].url is missing (expected to match /docs\\.apify\\.com/academy/)", "timestamp": "2026-10-15T16:57:00.494Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T16:57:00.457Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-15T16:57:00.363Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used lukas459/ai-web-to-markdown-crawler-llm-rag-optimized; expected apify/website-content-crawler", "timestamp": "2026-10-15T16:57:00.266Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "lukas459/ai-web-to-markdown-crawler-llm-rag-optimized", "infraOk": true, "failedChecks": [ "pageCap", "startUrl", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used lukas459/ai-web-to-markdown-crawler-llm-rag-optimized; expected apify/website-content-crawler" }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "39197aefbc45abb5", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T16:55:57.450Z", "day": "2026-10-15", "traceId": "612b7ca644862108a021d70b8d2f58d3", "observationId": "93ef5e4ca1d49de9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/612b7ca644862108a021d70b8d2f58d3?observation=93ef5e4ca1d49de9", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:02:22.281Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:02:22.239Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check shape: answer does not match /\\d[\\d,]{5,}/", "timestamp": "2026-10-15T17:01:28.005Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check shape: answer does not match /\\d[\\d,]{5,}/", "timestamp": "2026-10-15T17:01:27.920Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:01:27.885Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:01:27.848Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check shape: answer does not match /\\d[\\d,]{5,}/; check ranOk: 4 Actor run(s), expected at most 3; check followers: answer has no value for /([\\d,]{9,})\\s*followers|followers?[^0-9]{0,30}([\\d,]{9,})/", "timestamp": "2026-10-15T17:01:27.768Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-15T17:01:27.722Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required follower count, average likes per recent post, and an engagement interpretation, but all Actor runs failed so none of this data was obtained and the final answer contains none of the required metrics.", "timestamp": "2026-10-15T17:01:27.655Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 failed calls (2 simultaneous, then 2 more sequential attempts) when the error was persistent; trying 4 times against the same immovable limit is somewhat repetitive, and the facts note 4 runs exceeded the expected maximum of 3.", "timestamp": "2026-10-15T17:01:27.614Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent attempted to work around the concurrent limit by trying sequential calls and even waitSecs=0, but all 4 attempts failed with the same error; the agent correctly explained the situation to the user rather than inventing data.", "timestamp": "2026-10-15T17:01:27.541Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used correct input parameters: directUrls with the NASA Instagram profile URL and appropriate resultsType values ('details' and 'posts'), matching the schema requirements.", "timestamp": "2026-10-15T17:01:27.504Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-scraper, which is the Actor specified in the task prompt.", "timestamp": "2026-10-15T17:01:27.398Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:56:27.080Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape, ranOk, followers", "timestamp": "2026-10-15T16:56:26.986Z", "metadata": {} }, "check.followers": { "value": 0, "stringValue": null, "comment": "FAIL: answer has no value for /([\\d,]{9,})\\s*followers|followers?[^0-9]{0,30}([\\d,]{9,})/", "timestamp": "2026-10-15T16:56:26.949Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-15T16:56:26.913Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s): directUrls[0]", "timestamp": "2026-10-15T16:56:26.870Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 4 Actor run(s), expected at most 3", "timestamp": "2026-10-15T16:56:26.756Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-10-15T16:56:26.717Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\d[\\d,]{5,}/", "timestamp": "2026-10-15T16:56:26.629Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "followers", "ranOk", "shape" ], "judgeComment": "FAIL: check shape: answer does not match /\\d[\\d,]{5,}/" }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "39197aefbc45abb5", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T16:56:02.896Z", "day": "2026-10-15", "traceId": "5f7e4ec897844c921c8c15a811899a01", "observationId": "bac3c4d481a82039", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5f7e4ec897844c921c8c15a811899a01?observation=bac3c4d481a82039", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:02:21.456Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:02:21.415Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/instagram-post-scraper, data-slayer/instagram-posts, instagram-scraper/fast-instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:01:18.902Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/instagram-post-scraper, data-slayer/instagram-posts, instagram-scraper/fast-instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:01:18.798Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/instagram-post-scraper", "comment": "Actors the agent ran: apify/instagram-post-scraper, data-slayer/instagram-posts, instagram-scraper/fast-instagram-post-scraper", "timestamp": "2026-10-15T17:01:18.764Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T17:01:18.724Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:01:18.684Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/instagram-post-scraper, data-slayer/instagram-posts, instagram-scraper/fast-instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:01:18.608Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "10 tool calls valid", "timestamp": "2026-10-15T17:01:18.573Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent failed to retrieve any Instagram posts from @nasa and could not provide the required two-line answer with actor name and post count; all runs failed due to concurrent run limits.", "timestamp": "2026-10-15T17:01:18.534Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 5 actor call attempts across 3 different actors plus 3 fetch-actor-details calls; the repeated concurrent-limit failures (same error repeated) and trying multiple wrong actors instead of finding apify/instagram-scraper shows inefficiency, and the facts confirm ranOk FAIL with 5 runs exceeding the limit of 3.", "timestamp": "2026-10-15T17:01:18.489Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When apify/instagram-post-scraper failed with concurrent run limit, the agent tried alternative actors (data-slayer/instagram-posts, instagram-scraper/fast-instagram-post-scraper); when fast-instagram-post-scraper failed with input validation error it corrected postsPerProfile to 5, showing reasonable error handling, though ultimately all runs failed.", "timestamp": "2026-10-15T17:01:18.391Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "For apify/instagram-post-scraper the agent used {username: ['nasa'], resultsLimit: 3} which matches the schema; for data-slayer/instagram-posts it used {username: 'nasa', maxPages: 1} which is valid; for fast-instagram-post-scraper it initially used postsPerProfile:3 (below minimum of 5) which caused a validation error, then corrected to 5.", "timestamp": "2026-10-15T17:01:18.291Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Instagram scrapers and found apify/instagram-post-scraper, data-slayer/instagram-posts, and instagram-scraper/fast-instagram-post-scraper, but never found or tried the intended apify/instagram-scraper actor; the rightActor check confirms FAIL.", "timestamp": "2026-10-15T17:01:18.090Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:57:07.806Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T16:57:07.766Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 5 Actor run(s), expected at most 3", "timestamp": "2026-10-15T16:57:07.727Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-15T16:57:07.622Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper, data-slayer/instagram-posts, instagram-scraper/fast-instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T16:57:07.529Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/instagram-post-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/instagram-post-scraper, data-slayer/instagram-posts, instagram-scraper/fast-instagram-post-scraper; expected apify/instagram-scraper" }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "39197aefbc45abb5", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T16:56:27.121Z", "day": "2026-10-15", "traceId": "d00499a5c25c263f29141e76cdb0cc4d", "observationId": "0f68c4200db7822a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d00499a5c25c263f29141e76cdb0cc4d?observation=0f68c4200db7822a", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T17:02:22.074Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T17:02:22.024Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: apify/google-search-scraper run : CALL-FAILED; apify/google-search-scraper run : CALL-FAILED", "timestamp": "2026-10-15T17:01:20.174Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: apify/google-search-scraper run : CALL-FAILED; apify/google-search-scraper run : CALL-FAILED", "timestamp": "2026-10-15T17:01:20.069Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:01:20.012Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:01:19.972Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: apify/google-search-scraper run : CALL-FAILED; apify/google-search-scraper run : CALL-FAILED", "timestamp": "2026-10-15T17:01:19.914Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-15T17:01:19.873Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required reporting the AI Mode answer text and source count, but both Actor runs failed with CALL-FAILED so no data was retrieved and the task could not be completed.", "timestamp": "2026-10-15T17:01:19.826Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one schema fetch and two Actor calls (the second attempting a reasonable workaround with waitSecs=0), which is a direct and sensible path given the constraint encountered.", "timestamp": "2026-10-15T17:01:19.790Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed due to concurrent run limits, the agent attempted a second call with waitSecs=0 as a workaround, which also failed; the agent then clearly explained the issue and suggested remediation steps.", "timestamp": "2026-10-15T17:01:19.585Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed queries='best crm for small business', countryCode='gb', aiModeSearch.enableAiMode=true, and maxPagesPerQuery=1 — all correct per the deterministic checks (aiModeOn, query, country, pages all PASS).", "timestamp": "2026-10-15T17:01:19.544Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema and then call-actor with apify/google-search-scraper, which is the intended Actor for this task.", "timestamp": "2026-10-15T17:01:19.493Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:56:49.711Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-15T16:56:49.672Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 0 items ok", "timestamp": "2026-10-15T16:56:49.598Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T16:56:49.558Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): countryCode", "timestamp": "2026-10-15T16:56:49.482Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s)", "timestamp": "2026-10-15T16:56:49.447Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-10-15T16:56:49.383Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper run : CALL-FAILED; apify/google-search-scraper run : CALL-FAILED", "timestamp": "2026-10-15T16:56:49.271Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T16:56:49.118Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: check ranOk: apify/google-search-scraper run : CALL-FAILED; apify/google-search-scraper run : CALL-FAILED" }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "39197aefbc45abb5", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T16:56:34.478Z", "day": "2026-10-15", "traceId": "9f1ccccc2cf9394205135b6d5aaad4e6", "observationId": "ebbd0edb12f27bfb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9f1ccccc2cf9394205135b6d5aaad4e6?observation=ebbd0edb12f27bfb", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "eval.consistency": { "value": 0.667, "stringValue": null, "comment": "1/3 passed; majority agreement 67%", "timestamp": "2026-10-15T17:02:21.225Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 1, "stringValue": null, "comment": "1/3 repeats passed", "timestamp": "2026-10-15T17:02:21.185Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-15T17:01:17.449Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-15T17:01:17.347Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:01:17.289Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-15T17:01:17.241Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The dataset returned a single item with empty fields ({}), forcing the agent to parse a 488KB HTML snapshot. The agent could not extract organicResults from the dataset because the fields projection returned empty objects. The Actor's dataset output format did not surface the organic results in a usable way for the agent, leading to the cascade of failures in parsing the HTML.", "timestamp": "2026-10-15T17:01:17.203Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T17:01:17.155Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns without ever reporting the organic result count or top three domains — the final answer is just a partial statement about checking the key-value store, not a completed report.", "timestamp": "2026-10-15T17:01:17.121Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made multiple bash attempts with different approaches to parse the HTML, some of which failed (python3 not found, grep regex error), showing some inefficiency, but the overall approach of falling back to the HTML snapshot was reasonable.", "timestamp": "2026-10-15T17:01:17.080Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the dataset returned an empty item, the agent correctly pivoted to the key-value store HTML snapshot and attempted multiple bash commands to extract organic results, but failed to successfully parse the data before running out of turns.", "timestamp": "2026-10-15T17:01:17.044Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The dataset returned an empty item ({}), so the agent tried to extract data from the HTML snapshot in the key-value store, but ran out of turns before successfully parsing the organic results and reporting them.", "timestamp": "2026-10-15T17:01:16.981Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent used countryCode='de' and maxPagesPerQuery=1 correctly, but used 'searchLanguage' instead of the correct field 'languageCode', which is why the lang deterministic check FAILED. The query was correct.", "timestamp": "2026-10-15T17:01:16.908Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, and get-key-value-store-record — all appropriate tools for this task.", "timestamp": "2026-10-15T17:01:16.810Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:58:04.583Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T16:58:04.545Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T16:58:04.503Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T16:58:04.466Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T16:58:04.428Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode is missing (expected \"de\")", "timestamp": "2026-10-15T16:58:04.371Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T16:58:04.322Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T16:58:04.284Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T16:58:04.155Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T16:58:04.073Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "39197aefbc45abb5", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T16:56:49.804Z", "day": "2026-10-15", "traceId": "9879d0aa0e80ed1e29051f7f8c4eaf57", "observationId": "d4cd4d9319c013a5", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9879d0aa0e80ed1e29051f7f8c4eaf57?observation=d4cd4d9319c013a5", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "eval.consistency": { "value": 0.667, "stringValue": null, "comment": "1/3 passed; majority agreement 67%", "timestamp": "2026-10-15T17:02:21.779Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 1, "stringValue": null, "comment": "1/3 repeats passed", "timestamp": "2026-10-15T17:02:21.722Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check namedActor: answer does not contain \"apify/google-search-scraper\"", "timestamp": "2026-10-15T17:01:19.145Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check namedActor: answer does not contain \"apify/google-search-scraper\"", "timestamp": "2026-10-15T17:01:19.051Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper, apidojo/google-search-scraper", "timestamp": "2026-10-15T17:01:18.998Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T17:01:18.955Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:01:18.915Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check namedActor: answer does not contain \"apify/google-search-scraper\"", "timestamp": "2026-10-15T17:01:18.873Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-15T17:01:18.828Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned 10 organic Google Search results with titles, links, and snippets for 'apify web scraping' from the first page, fulfilling the task requirements, but the deterministic check namedActor FAILED because the answer ends with 'Actor: apidojo/google-search-scraper' instead of 'Actor: apify/google-search-scraper'.", "timestamp": "2026-10-15T17:01:18.789Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 6 tool calls: search-actors, fetch-actor-details, and three call-actor attempts (two failures + one success), plus get-dataset-items — the extra calls were necessitated by real errors, not redundant exploration.", "timestamp": "2026-10-15T17:01:18.748Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When apify/google-search-scraper failed due to concurrent run limits, the agent switched to apidojo/google-search-scraper; when that failed input validation, the agent corrected the countryCode to lowercase 'us' and succeeded on the third attempt.", "timestamp": "2026-10-15T17:01:18.671Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items from the successful apidojo/google-search-scraper run and presented all 10 results with titles, links, and snippets directly from the dataset.", "timestamp": "2026-10-15T17:01:18.625Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call to apify/google-search-scraper used correct inputs (queries, maxPagesPerQuery:1). The second call to apidojo/google-search-scraper failed input validation because countryCode was 'US' (uppercase) instead of 'us'. The third call corrected this and succeeded.", "timestamp": "2026-10-15T17:01:18.588Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and first tried apify/google-search-scraper (the intended actor), then fell back to apidojo/google-search-scraper when the first failed due to concurrency limits — both are appropriate Google SERP scrapers.", "timestamp": "2026-10-15T17:01:18.539Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "39197aefbc45abb5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T16:57:39.877Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor", "timestamp": "2026-10-15T16:57:39.842Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper run : CALL-FAILED; apidojo/google-search-scraper run : CALL-FAILED", "timestamp": "2026-10-15T16:57:39.802Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/google-search-scraper\"", "timestamp": "2026-10-15T16:57:39.763Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T16:57:39.724Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk", "namedActor" ], "judgeComment": "FAIL: check namedActor: answer does not contain \"apify/google-search-scraper\"" }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "ea17efbb55e6e799", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:02:51.315Z", "day": "2026-10-15", "traceId": "6b9af2886f55fd31636b7ccf9b065b2e", "observationId": "b3e6aed39c344879", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6b9af2886f55fd31636b7ccf9b065b2e?observation=b3e6aed39c344879", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:16:51.209Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:16:51.175Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:16:38.437Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:16:38.255Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:16:38.222Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:16:38.187Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "readme-docs", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:16:38.149Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No Actor run was started (confirmed by facts: 0 Actor runs), no search results were retrieved, and the agent's final output is just a statement about finding the Actor details — the task of reporting organic result count and top three domains was never completed.", "timestamp": "2026-10-15T17:16:38.091Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent multiple turns figuring out the mcpc CLI syntax through trial and error (4 failed attempts before getting the right format), and then spent additional turns on actor discovery and details fetching, exhausting its turn budget before ever calling the Actor.", "timestamp": "2026-10-15T17:16:38.053Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the agent encountered argument format errors (e.g., 'Invalid argument format: keywords=google-search-scraper'), it correctly adapted by checking the help and switching to the `key:=\"value\"` syntax, eventually succeeding with the tool calls.", "timestamp": "2026-10-15T17:16:38.014Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved Actor details and schema information but ran out of turns before using that information to call the Actor and retrieve actual search results to report on.", "timestamp": "2026-10-15T17:16:37.973Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent struggled with the mcpc CLI argument syntax (e.g., using `keywords=value` instead of `keywords:=\"value\"`) and eventually got it right for `search-actors` and `fetch-actor-details`, but never attempted to call the Actor with the required German search parameters.", "timestamp": "2026-10-15T17:16:37.932Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent correctly identified `apify/google-search-scraper` as the target Actor and used `search-actors` and `fetch-actor-details` MCP tools to find and inspect it, which are appropriate tools for preparation. However, it never called `call-actor` to actually run the scraper.", "timestamp": "2026-10-15T17:16:37.894Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:04:21.842Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, ranOk, query, country, items, fields", "timestamp": "2026-10-15T17:04:21.802Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run to read items from", "timestamp": "2026-10-15T17:04:21.765Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run to read items from", "timestamp": "2026-10-15T17:04:21.726Z", "metadata": {} }, "check.pages": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:04:21.587Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:04:21.550Z", "metadata": {} }, "check.country": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:04:21.502Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:04:21.411Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:04:21.371Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:04:21.280Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "readme-docs", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "items", "pages", "lang", "country", "query", "ranOk", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "ea17efbb55e6e799", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:02:51.315Z", "day": "2026-10-15", "traceId": "13c2e4b0a37f7790d48a86c8ec5f3537", "observationId": "3356d13678d56196", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/13c2e4b0a37f7790d48a86c8ec5f3537?observation=3356d13678d56196", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T17:16:51.632Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T17:16:51.600Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:16:36.340Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:16:36.253Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "none", "comment": "the agent ran no Actor", "timestamp": "2026-10-15T17:16:36.218Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T17:16:36.182Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:16:36.120Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:16:36.082Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No pages were crawled, no titles were reported, no page count was given, and the final answer is just a statement about what the agent was trying to do rather than actual results.", "timestamp": "2026-10-15T17:16:36.036Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent multiple turns trying the same community actor and different tools against the same concurrency wall, never pivoting to search for the official 'apify/website-content-crawler' actor which was the intended solution.", "timestamp": "2026-10-15T17:16:35.991Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the concurrent run limit error appeared, the agent tried fire-and-forget mode (waitSecs:=0), tried the rag-web-browser tool, and tried web-fetch, but all failed with the same concurrency error. The agent did not attempt to abort existing runs or search for the official apify/website-content-crawler.", "timestamp": "2026-10-15T17:16:35.952Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "When the agent did attempt to call 'your_scraper_guy/website-content-crawler-lite', the input parameters were well-formed with correct startUrls, maxPagesPerRun:20, outputFormat:markdown, and crawlScope fields matching the schema.", "timestamp": "2026-10-15T17:16:35.913Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for web scraper actors and found community actors like 'your_scraper_guy/website-content-crawler-lite' instead of the intended 'apify/website-content-crawler'. The agent never found or attempted to use the correct official actor.", "timestamp": "2026-10-15T17:16:35.870Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:04:59.745Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, startUrl", "timestamp": "2026-10-15T17:04:59.710Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:04:59.674Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:04:59.627Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:04:59.586Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-15T17:04:59.510Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:04:59.332Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "none", "infraOk": true, "failedChecks": [ "pageCap", "startUrl", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler" }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "ea17efbb55e6e799", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:02:51.315Z", "day": "2026-10-15", "traceId": "53e2ad078cc98e7b828d6d76cde50f87", "observationId": "7ca7d088accbe078", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/53e2ad078cc98e7b828d6d76cde50f87?observation=7ca7d088accbe078", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:16:50.955Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:16:50.920Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check shape: answer does not match /\\d[\\d,]{5,}/", "timestamp": "2026-10-15T17:16:46.574Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check shape: answer does not match /\\d[\\d,]{5,}/", "timestamp": "2026-10-15T17:16:46.481Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:16:46.445Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:16:46.410Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check shape: answer does not match /\\d[\\d,]{5,}/; check followers: answer has no value for /([\\d,]{9,})\\s*followers|followers?[^0-9]{0,30}([\\d,]{9,})/", "timestamp": "2026-10-15T17:16:46.375Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never produced a final answer with follower count, average likes per post, and engagement interpretation — it ran out of turns after the posts scrape failed, and the deterministic checks confirm no follower count or engagement data was reported in the answer.", "timestamp": "2026-10-15T17:16:46.341Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made multiple redundant attempts (wrong mcpc syntax, wrong CLI flags, repeated concurrent run limit errors) and spent many turns on setup before getting useful data; the profile data was retrieved but the posts run was never completed.", "timestamp": "2026-10-15T17:16:46.308Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When hitting the concurrent run limit error, the agent tried waiting (sleep 5, then sleep 30) which eventually worked for the profile run, but the second call for posts also hit the same limit and the agent ran out of turns without retrying.", "timestamp": "2026-10-15T17:16:46.269Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent successfully extracted followersCount=104371594 from the dataset, but the run for posts failed due to concurrent run limits, so no post likes data was retrieved or used.", "timestamp": "2026-10-15T17:16:46.235Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used correct input format with resultsType='details' and directUrls pointing to instagram.com/nasa/, and later attempted resultsType='posts' with resultsLimit=20, both well-formed inputs.", "timestamp": "2026-10-15T17:16:46.151Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-scraper to retrieve NASA's Instagram profile data, which is the appropriate tool for this task.", "timestamp": "2026-10-15T17:16:46.072Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:05:34.566Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape, followers", "timestamp": "2026-10-15T17:05:34.528Z", "metadata": {} }, "check.followers": { "value": 0, "stringValue": null, "comment": "FAIL: answer has no value for /([\\d,]{9,})\\s*followers|followers?[^0-9]{0,30}([\\d,]{9,})/", "timestamp": "2026-10-15T17:05:34.487Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-15T17:05:34.452Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): directUrls[0]", "timestamp": "2026-10-15T17:05:34.413Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T17:05:34.336Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-10-15T17:05:34.302Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\d[\\d,]{5,}/", "timestamp": "2026-10-15T17:05:34.223Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "followers", "shape" ], "judgeComment": "FAIL: check shape: answer does not match /\\d[\\d,]{5,}/" }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "ea17efbb55e6e799", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:02:51.315Z", "day": "2026-10-15", "traceId": "4495d51ceebe14a2c94d26c613349869", "observationId": "31ae3ac3fb449afb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4495d51ceebe14a2c94d26c613349869?observation=31ae3ac3fb449afb", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T17:16:51.772Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T17:16:51.739Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: apify/google-search-scraper run Pv08TtoGFoFS0FZhE: RUNNING", "timestamp": "2026-10-15T17:16:48.482Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: apify/google-search-scraper run Pv08TtoGFoFS0FZhE: RUNNING", "timestamp": "2026-10-15T17:16:48.399Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:16:48.364Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:16:48.323Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: apify/google-search-scraper run Pv08TtoGFoFS0FZhE: RUNNING", "timestamp": "2026-10-15T17:16:48.217Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The Actor run remained in RUNNING state with 0 dataset items and the agent ran out of turns, so no AI Mode answer text or source count was ever reported to the user.", "timestamp": "2026-10-15T17:16:48.180Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent 7 polling calls over ~346 seconds waiting for a run that never completed, which is repetitive but necessary given the Actor's slow execution; however, the agent ran out of turns without trying alternative approaches like checking logs or aborting.", "timestamp": "2026-10-15T17:16:48.100Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call-actor attempt failed with waitSecs>45 validation error, the agent immediately retried with waitSecs=45 and succeeded; subsequent polling was appropriate given the Actor was still running.", "timestamp": "2026-10-15T17:16:48.062Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly set queries='best crm for small business', countryCode='gb', aiModeSearch.enableAiMode=true, and maxPagesPerQuery=1, matching all required input parameters confirmed by deterministic checks (aiModeOn, query, country, pages all PASS).", "timestamp": "2026-10-15T17:16:48.012Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used the apify/google-search-scraper Actor with the call-actor and get-actor-run tools, which are appropriate for this task.", "timestamp": "2026-10-15T17:16:47.974Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:09:28.823Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-15T17:09:28.781Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 0 items ok", "timestamp": "2026-10-15T17:09:28.734Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T17:09:28.687Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T17:09:28.644Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T17:09:28.603Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-10-15T17:09:28.561Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper run Pv08TtoGFoFS0FZhE: RUNNING", "timestamp": "2026-10-15T17:09:28.518Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T17:09:28.472Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: check ranOk: apify/google-search-scraper run Pv08TtoGFoFS0FZhE: RUNNING" }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "ea17efbb55e6e799", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:02:51.315Z", "day": "2026-10-15", "traceId": "1a61f5460e31ed7328ca2e7980b2694c", "observationId": "14f16c5ead90dc09", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1a61f5460e31ed7328ca2e7980b2694c?observation=14f16c5ead90dc09", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:16:51.493Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:16:51.454Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-15T17:16:48.899Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-15T17:16:48.807Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:16:48.751Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-15T17:16:48.677Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The agent used saveHtmlAsFile=true instead of saveHtml=true (the field the deterministic check expected), and failed to recognize that the platform URL redirect to root meant the includeUrlGlobs filter was blocking all subsequent pages - the agent ran out of turns trying to fix this without a coherent strategy, indicating reasoning failures rather than Actor or surface issues.", "timestamp": "2026-10-15T17:16:48.641Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required crawling up to 10 pages of the platform section with HTML saved, but the run only produced 1 dataset item and saveHtml was false (FAIL per deterministic check), and the agent ran out of turns without completing the task or providing a final report.", "timestamp": "2026-10-15T17:16:48.605Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made several unnecessary attempts - first with wrong waitSecs=60, then hit concurrent run limits requiring a retry, and the final run only got 1 item due to redirect behavior, leading to another attempted run that also hit concurrent limits.", "timestamp": "2026-10-15T17:16:48.567Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent handled the concurrent runs limit error by waiting 10 seconds and retrying, and also handled the initial waitSecs>45 validation error by correcting to 45; however, it ran out of turns before fixing the saveHtml issue.", "timestamp": "2026-10-15T17:16:48.536Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and correctly identified that only 1 page was crawled (the platform URL redirected to root), using the actual data to diagnose the issue.", "timestamp": "2026-10-15T17:16:48.499Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent correctly set startUrls, maxCrawlPages=10, includeUrlGlobs with the platform glob pattern, and saveHtmlAsFile=true, but the deterministic check shows saveHtml=false (expected true), meaning saveHtmlAsFile was used instead of saveHtml - the Actor ran with saveHtmlAsFile:true but the check specifically looked for saveHtml=true which was not set.", "timestamp": "2026-10-15T17:16:48.462Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/website-content-crawler, which is the exact Actor specified in the task.", "timestamp": "2026-10-15T17:16:48.428Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:05:03.417Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-15T17:05:03.377Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-15T17:05:03.341Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml = false (expected true)", "timestamp": "2026-10-15T17:05:03.299Z", "metadata": {} }, "check.sectionFilter": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeUrlGlobs", "timestamp": "2026-10-15T17:05:03.256Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawlPages", "timestamp": "2026-10-15T17:05:03.218Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-15T17:05:03.182Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T17:05:03.142Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-15T17:05:03.103Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "saveHtml" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "ea17efbb55e6e799", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:02:51.315Z", "day": "2026-10-15", "traceId": "d79db5ea09130775e72e2e73b7354ab2", "observationId": "46ed2a13640b41de", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d79db5ea09130775e72e2e73b7354ab2?observation=46ed2a13640b41de", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:16:50.490Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:16:50.437Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:16:50.234Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:16:50.137Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/instagram-post-scraper", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-15T17:16:50.103Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T17:16:50.066Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:16:50.026Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:16:49.989Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent retrieved 3 posts from @nasa and reported 'Actor: apify/instagram-post-scraper' and 'Posts: 3', but the deterministic checks confirm rightActor FAIL (used instagram-post-scraper instead of instagram-scraper) and namedActor FAIL, so the task was not completed with the correct actor.", "timestamp": "2026-10-15T17:16:49.955Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent searched the store, fetched actor details, called the actor, and retrieved results in a reasonably direct path with only one minor error requiring a retry.", "timestamp": "2026-10-15T17:16:49.860Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the waitSecs:=60 call failed with a validation error (max is 45), the agent immediately retried with waitSecs:=45 and succeeded.", "timestamp": "2026-10-15T17:16:49.825Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and confirmed 3 posts were returned, using the actual run results to report the post count.", "timestamp": "2026-10-15T17:16:49.782Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly passed username as an array [\"nasa\"] and resultsLimit as 3, which are the correct input fields for apify/instagram-post-scraper, and the run succeeded returning 3 items.", "timestamp": "2026-10-15T17:16:49.746Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Instagram actors and selected apify/instagram-post-scraper, which is a valid Instagram scraper but not the intended apify/instagram-scraper. The store search ranked instagram-post-scraper first, leading the agent to pick it. This is a discoverability issue but the tool chosen is functionally appropriate for the task.", "timestamp": "2026-10-15T17:16:49.709Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:04:29.436Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T17:04:29.387Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T17:04:29.347Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-15T17:04:29.263Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:04:29.162Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/instagram-post-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper" }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "ea17efbb55e6e799", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:04:21.874Z", "day": "2026-10-15", "traceId": "c0472459f1c880ffff50dd9dbbc04b6a", "observationId": "a2d0172f4e400ceb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c0472459f1c880ffff50dd9dbbc04b6a?observation=a2d0172f4e400ceb", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:16:50.698Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:16:50.669Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:16:35.018Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:16:34.933Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "none", "comment": "the agent ran no Actor", "timestamp": "2026-10-15T17:16:34.901Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T17:16:34.864Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:16:34.832Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:16:34.792Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No Google Search results were scraped; the agent ran out of turns without returning any titles, links, or snippets, and the final answer is just the opening statement with no data.", "timestamp": "2026-10-15T17:16:34.758Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent several turns on mcpc syntax errors before finding the right invocation pattern, and then hit the same concurrent runs limit error twice without finding a workaround.", "timestamp": "2026-10-15T17:16:34.722Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The agent encountered a concurrent Actor runs limit error repeatedly (both via MCP and CLI), tried different approaches (MCP tool, then apify CLI), but could not overcome the platform limit blocking all runs.", "timestamp": "2026-10-15T17:16:34.686Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "No Actor run completed successfully, so no data was retrieved and no results were utilized or presented.", "timestamp": "2026-10-15T17:16:34.642Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent initially passed queries as an array which was wrong, then corrected to a string, but the input schema issue caused a run failure. The correction was appropriate once the error was received.", "timestamp": "2026-10-15T17:16:34.573Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified apify/google-search-scraper as the right Actor for the task, finding it via search-actors tool.", "timestamp": "2026-10-15T17:16:34.491Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:05:35.752Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T17:05:35.706Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:05:35.661Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/google-search-scraper\"", "timestamp": "2026-10-15T17:05:35.625Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:05:35.578Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "none", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper" }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "ea17efbb55e6e799", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:04:29.472Z", "day": "2026-10-15", "traceId": "5f7ae6c979a69218239b260a7c4cc84c", "observationId": "11008e952a873b1e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5f7ae6c979a69218239b260a7c4cc84c?observation=11008e952a873b1e", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:16:51.414Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:16:51.373Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check startUrl: apify/website-content-crawler: startUrls[0].url = \"https://docs.apify.com\" (expected to match /docs\\.apify\\.com/platform/)", "timestamp": "2026-10-15T17:16:36.636Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check startUrl: apify/website-content-crawler: startUrls[0].url = \"https://docs.apify.com\" (expected to match /docs\\.apify\\.com/platform/)", "timestamp": "2026-10-15T17:16:36.559Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:16:36.521Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:16:36.474Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "check startUrl: apify/website-content-crawler: startUrls[0].url = \"https://docs.apify.com\" (expected to match /docs\\.apify\\.com/platform/)", "timestamp": "2026-10-15T17:16:36.436Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns without completing the task: only 1 page was scraped (not up to 10), the start URL was wrong (docs root instead of platform section), saveHtml was false in both runs, and the agent never produced a final report confirming page count and HTML saving.", "timestamp": "2026-10-15T17:16:36.404Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 3 actor run attempts (one failed validation, one with wrong start URL, one hitting concurrency limit), plus extra tool calls to fetch schema details, resulting in an inefficient path that still didn't achieve the task requirements.", "timestamp": "2026-10-15T17:16:36.365Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the first run returned only 1 page due to redirect, the agent attempted a second run with a different start URL. When hitting concurrent run limits, the agent pivoted to fetching already-collected data. However, the agent never resolved the core issues of wrong start URL and missing saveHtml flag.", "timestamp": "2026-10-15T17:16:36.280Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and key-value store HTML records and used them to report results, correctly citing the htmlUrl and HTML content from the crawl.", "timestamp": "2026-10-15T17:16:36.244Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent failed on two key input requirements: (1) startUrl was set to 'https://docs.apify.com' instead of 'https://docs.apify.com/platform' in the second run (deterministic check startUrl: FAIL), and (2) saveHtml was not set to true in either run (deterministic check saveHtml: FAIL). The agent used saveHtmlAsFile:true but the check expected saveHtml:true.", "timestamp": "2026-10-15T17:16:36.167Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/website-content-crawler for the crawling task, which is the intended actor named in the prompt.", "timestamp": "2026-10-15T17:16:36.132Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:06:48.267Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: startUrl", "timestamp": "2026-10-15T17:06:48.226Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 items ok", "timestamp": "2026-10-15T17:06:48.184Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml = false (expected true); apify/website-content-crawler: saveHtml = false (expected true)", "timestamp": "2026-10-15T17:06:48.145Z", "metadata": {} }, "check.sectionFilter": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): includeUrlGlobs", "timestamp": "2026-10-15T17:06:48.063Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxCrawlPages", "timestamp": "2026-10-15T17:06:48.026Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: apify/website-content-crawler: startUrls[0].url = \"https://docs.apify.com\" (expected to match /docs\\.apify\\.com/platform/)", "timestamp": "2026-10-15T17:06:47.965Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-15T17:06:47.922Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-15T17:06:47.861Z", "metadata": {} } }, "verdict": "fail", "fixArea": "input-schema", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "saveHtml", "startUrl" ], "judgeComment": "FAIL: check startUrl: apify/website-content-crawler: startUrls[0].url = \"https://docs.apify.com\" (expected to match /docs\\.apify\\.com/platform/)" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "ea17efbb55e6e799", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:04:59.783Z", "day": "2026-10-15", "traceId": "19fe24f562cf3dd86c96362f21978a44", "observationId": "f40e1552973452d7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/19fe24f562cf3dd86c96362f21978a44?observation=f40e1552973452d7", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-15T17:16:23.478Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:16:23.399Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent passed 'maxPagesPerCrawl' in the input but the correct field name is 'maxCrawlPages'; the actor ignored the unknown field and defaulted to 9999999, causing the pageCap deterministic check to FAIL and the run to crawl far beyond the requested 20 pages.", "timestamp": "2026-10-15T17:16:23.361Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never delivered a final answer with page count and five titles; the session timed out while the actor was still running with no page cap enforced, and the namedActor check also failed because the answer never contained 'apify/website-content-crawler'.", "timestamp": "2026-10-15T17:16:23.325Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent many turns polling the background task output file and waiting with sleep commands rather than using a more direct approach; it also never aborted the unlimited crawl that was running far beyond the 20-page cap.", "timestamp": "2026-10-15T17:16:23.278Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with an invalid htmlTransformer value, the agent correctly adjusted to 'readableText' and retried successfully.", "timestamp": "2026-10-15T17:16:23.237Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent never retrieved the dataset items or page titles; the session timed out while the actor was still running, so no data was ever extracted and reported to the user.", "timestamp": "2026-10-15T17:16:23.204Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent used maxPagesPerCrawl:20 in the input JSON, but the deterministic check confirms pageCap FAIL because the actual run used maxCrawlPages=9999999 — the field name 'maxPagesPerCrawl' was wrong and the actor ignored it, defaulting to unlimited pages.", "timestamp": "2026-10-15T17:16:23.166Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/website-content-crawler, which is the intended actor for extracting LLM-ready text from websites, not Cheerio Scraper or Web Scraper.", "timestamp": "2026-10-15T17:16:23.132Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-15T17:13:03.163Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor", "timestamp": "2026-10-15T17:13:03.114Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: maxCrawlPages = 9999999 (expected at most 20)", "timestamp": "2026-10-15T17:13:03.076Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-15T17:13:03.035Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler run KE4w96zZIj0zuXGxv: RUNNING", "timestamp": "2026-10-15T17:13:02.991Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-15T17:13:02.897Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-15T17:13:02.809Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pageCap", "ranOk", "namedActor" ], "judgeComment": null }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "ea17efbb55e6e799", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:05:03.450Z", "day": "2026-10-15", "traceId": "38b360e8ba61461d2b8a0152938a9204", "observationId": "c0de58908c06abc0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/38b360e8ba61461d2b8a0152938a9204?observation=c0de58908c06abc0", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:16:50.857Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:16:50.817Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/website-content-crawler, apify/google-search-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:16:21.702Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/website-content-crawler, apify/google-search-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:16:21.605Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:16:21.556Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:16:21.523Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "readme-docs", "comment": "check rightActor: used apify/website-content-crawler, apify/google-search-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:16:21.488Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never retrieved any Instagram data for @nasa and provided no follower count, average likes, or engagement interpretation, ending with a question to the user instead of completing the task.", "timestamp": "2026-10-15T17:16:21.405Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent multiple tool calls trying different syntaxes for the same call-actor command (4 attempts with different argument formats) before switching to the CLI, which added unnecessary steps.", "timestamp": "2026-10-15T17:16:21.344Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent encountered concurrent run limit errors and tried multiple approaches (mcpc tools-call, apify CLI, curl API), but was ultimately blocked by a permission denial when trying to abort existing runs; it then asked the user for guidance rather than finding another path.", "timestamp": "2026-10-15T17:16:21.309Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent attempted to call apify/instagram-scraper with input {\"username\":\"nasa\",\"resultsLimit\":10} which is a reasonable input format for the Instagram scraper.", "timestamp": "2026-10-15T17:16:21.008Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified apify/instagram-scraper as the right tool, but was blocked by concurrent run limits and never successfully ran it; instead, other actors (website-content-crawler, google-search-scraper) were running but not chosen by this agent.", "timestamp": "2026-10-15T17:16:20.905Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:06:45.534Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape, rightActor, ranOk, profileUrl, followers", "timestamp": "2026-10-15T17:06:45.495Z", "metadata": {} }, "check.followers": { "value": 0, "stringValue": null, "comment": "FAIL: answer has no value for /([\\d,]{9,})\\s*followers|followers?[^0-9]{0,30}([\\d,]{9,})/", "timestamp": "2026-10-15T17:06:45.454Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-15T17:06:45.413Z", "metadata": {} }, "check.profileUrl": { "value": 0, "stringValue": null, "comment": "FAIL: apify/website-content-crawler: directUrls[0] is missing (expected to match /instagram\\.com/nasa/); apify/google-search-scraper: directUrls[0] is missing (expected to match /instagram\\.com/nasa/)", "timestamp": "2026-10-15T17:06:45.359Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/website-content-crawler run KE4w96zZIj0zuXGxv: RUNNING; apify/google-search-scraper run T0ckzJiyw7djlkMcV: RUNNING", "timestamp": "2026-10-15T17:06:45.236Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/website-content-crawler, apify/google-search-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:06:45.191Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\d[\\d,]{5,}/", "timestamp": "2026-10-15T17:06:45.102Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "readme-docs", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "followers", "profileUrl", "ranOk", "rightActor", "shape" ], "judgeComment": "FAIL: check rightActor: used apify/website-content-crawler, apify/google-search-scraper; expected apify/instagram-scraper" }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "ea17efbb55e6e799", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:05:34.604Z", "day": "2026-10-15", "traceId": "70dfdeb98e14adb8dcc12a44ef2fc37b", "observationId": "0ee7f0fd22911cfa", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/70dfdeb98e14adb8dcc12a44ef2fc37b?observation=0ee7f0fd22911cfa", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:16:50.400Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:16:50.364Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:16:21.404Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:16:21.008Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "none", "comment": "the agent ran no Actor", "timestamp": "2026-10-15T17:16:20.805Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T17:16:20.707Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:16:20.654Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:16:20.612Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never successfully ran any Actor (0 Actor runs per facts) and ran out of turns without retrieving any posts or providing the required two-line answer format.", "timestamp": "2026-10-15T17:16:20.573Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent several turns figuring out the correct mcpc argument syntax (multiple failed attempts with wrong formats) before successfully searching, adding unnecessary overhead before even attempting the Actor run.", "timestamp": "2026-10-15T17:16:20.530Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the MCP call failed with concurrent run limit error, the agent tried the Apify CLI as an alternative, and when that also failed with the same concurrent run limit error, it tried waiting 15 seconds and retrying — but the error persisted and the agent ran out of turns without finding a workaround.", "timestamp": "2026-10-15T17:16:20.489Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly formed the input with username:[\"nasa\"] and resultsLimit:3, and used proper key:=value syntax after learning the correct format. The waitSecs was initially set to 60 (exceeding the 45 max) but was corrected to 45 on retry.", "timestamp": "2026-10-15T17:16:20.389Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent found apify/instagram-post-scraper (not the preferred apify/instagram-scraper) via store search, which is a miss per the task reference, but it is a reasonable Instagram scraper choice. The agent also correctly tried call-actor and apify CLI tools.", "timestamp": "2026-10-15T17:16:20.301Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:07:04.488Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T17:07:04.434Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:07:04.383Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-15T17:07:04.304Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:07:04.216Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "none", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper" }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "ea17efbb55e6e799", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:05:35.796Z", "day": "2026-10-15", "traceId": "b506bd9fa088994c2e68d8779bd6262a", "observationId": "c9770d25b3c0fa80", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b506bd9fa088994c2e68d8779bd6262a?observation=c9770d25b3c0fa80", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T17:16:51.708Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T17:16:51.672Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-15T17:16:21.949Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-15T17:16:21.724Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:16:21.682Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-15T17:16:21.648Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The Actor run SUCCEEDED with aiModeResult in the dataset (confirmed by the fields list in the final get-actor-run response), but the agent exhausted its turn budget on polling loops and never issued a get-dataset-items call to retrieve and report the answer. The Actor and tools worked correctly; the failure is the agent's inability to manage its turn budget efficiently enough to complete the final retrieval step.", "timestamp": "2026-10-15T17:16:21.612Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never called get-dataset-items to retrieve the aiModeResult field and therefore never reported the AI Mode answer text or source count; the final answer shown is just 'Still running. Let me wait and check again.' — the task was not completed.", "timestamp": "2026-10-15T17:16:21.576Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent many polling cycles (5+ get-actor-run calls with sleep delays) waiting for the long-running AI Mode query, which was necessary given the Actor took ~368 seconds, but the agent ran out of turns just as the run succeeded without fetching the dataset.", "timestamp": "2026-10-15T17:16:21.496Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the concurrent runs limit error occurred, the agent waited 10 seconds and retried successfully; when waitSecs=60 was rejected, the agent immediately corrected to waitSecs=45 — both errors were handled reasonably.", "timestamp": "2026-10-15T17:16:21.463Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The run SUCCEEDED with 1 dataset item and the fields list shows 'aiModeResult' is available, but the agent ran out of turns before calling get-dataset-items to retrieve and report the actual AI Mode answer text and source count.", "timestamp": "2026-10-15T17:16:21.427Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly set queries='best crm for small business', countryCode='gb', maxPagesPerQuery=1, and aiModeSearch.enableAiMode=true, which matches all required inputs confirmed by the deterministic checks (aiModeOn, query, country, pages all PASS).", "timestamp": "2026-10-15T17:16:21.347Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the Actor schema and then call-actor with apify/google-search-scraper, followed by get-actor-run to poll for completion — all appropriate tools for this task.", "timestamp": "2026-10-15T17:16:21.309Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:12:43.943Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-15T17:12:43.901Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 1 of 1 items missing aiModeResult", "timestamp": "2026-10-15T17:12:43.851Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T17:12:43.785Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T17:12:43.744Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T17:12:43.698Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-10-15T17:12:43.659Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T17:12:43.582Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T17:12:43.485Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "ea17efbb55e6e799", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:06:45.574Z", "day": "2026-10-15", "traceId": "1bc74e4a21813c0660cf44b5bc606bfa", "observationId": "07c527aa391610bb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1bc74e4a21813c0660cf44b5bc606bfa?observation=07c527aa391610bb", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:16:51.126Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:16:51.091Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:16:08.234Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:16:08.151Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:16:08.093Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:16:08.053Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "readme-docs", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:16:07.979Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task was not completed — no Actor run succeeded, no organic results count was reported, and no top three domains were identified, as confirmed by all deterministic checks failing.", "timestamp": "2026-10-15T17:16:07.943Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made a reasonable sequence of calls: list tools, get call-actor schema, search for the actor, fetch actor details, then attempt the run twice; the second attempt with waitSecs=0 was a reasonable retry strategy, though ultimately futile.", "timestamp": "2026-10-15T17:16:07.900Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with a concurrent run limit error, the agent tried once more with waitSecs=0, then attempted to list runs to abort them (though the CLI command failed), and finally explained the situation clearly to the user with actionable steps.", "timestamp": "2026-10-15T17:16:07.862Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent constructed a well-formed input with queries='elektroauto leasing', maxPagesPerQuery=1, countryCode='de', and searchLanguage='de', which are all appropriate parameters for German Google results.", "timestamp": "2026-10-15T17:16:07.808Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and attempted to use apify/google-search-scraper via the call-actor MCP tool, which is the exact Actor specified in the task.", "timestamp": "2026-10-15T17:16:07.767Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:07:43.993Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, ranOk, query, country, items, fields", "timestamp": "2026-10-15T17:07:43.948Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run to read items from", "timestamp": "2026-10-15T17:07:43.911Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run to read items from", "timestamp": "2026-10-15T17:07:43.870Z", "metadata": {} }, "check.pages": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:07:43.834Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:07:43.796Z", "metadata": {} }, "check.country": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:07:43.761Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:07:43.654Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:07:43.569Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:07:43.475Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "readme-docs", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "items", "pages", "lang", "country", "query", "ranOk", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper" }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "ea17efbb55e6e799", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:06:48.306Z", "day": "2026-10-15", "traceId": "fe6d9dced467b1d5ee235d88be487b08", "observationId": "bfd1f18fc0d22721", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/fe6d9dced467b1d5ee235d88be487b08?observation=bfd1f18fc0d22721", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:16:50.631Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:16:50.593Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:16:08.328Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:16:08.245Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "none", "comment": "the agent ran no Actor", "timestamp": "2026-10-15T17:16:08.204Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T17:16:08.126Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:16:07.898Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:16:07.863Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No Google Search results were scraped; the agent ran out of turns with no data returned, and the deterministic checks confirm no Actor run succeeded.", "timestamp": "2026-10-15T17:16:07.834Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made multiple redundant attempts with the same error (concurrent runs limit) without finding a way to check or abort existing runs, and spent turns on syntax errors before getting to the real blocker.", "timestamp": "2026-10-15T17:16:07.759Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The agent encountered a 'concurrent Actor runs limit exceeded' error repeatedly across multiple attempts (MCP call-actor, apify CLI with different actors) and tried waiting and switching actors, but could not resolve the underlying platform constraint and ran out of turns.", "timestamp": "2026-10-15T17:16:07.714Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent initially passed queries as an array which caused an error, then corrected it to a string format; the input schema correction was appropriate once the error was identified.", "timestamp": "2026-10-15T17:16:07.627Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified apify/google-search-scraper as the right Actor and attempted to call it via both MCP tools and the Apify CLI, which are appropriate tools for this task.", "timestamp": "2026-10-15T17:16:07.540Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:08:26.177Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T17:08:26.141Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:08:26.103Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/google-search-scraper\"", "timestamp": "2026-10-15T17:08:26.032Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:08:25.949Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "none", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper" }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "ea17efbb55e6e799", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:07:04.534Z", "day": "2026-10-15", "traceId": "3321b63ebdd4526ac25642993f52ae81", "observationId": "978c6b8ebbd248cb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3321b63ebdd4526ac25642993f52ae81?observation=978c6b8ebbd248cb", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:16:51.308Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:16:51.263Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:16:09.265Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:16:09.191Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:16:09.135Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:16:09.098Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "readme-docs", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:16:09.059Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No Actor run was ever started (confirmed by deterministic checks: rightActor FAIL, ranOk FAIL), so no pages were crawled, no clean text or HTML was retrieved, and no page count was reported.", "timestamp": "2026-10-15T17:16:09.014Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent several turns figuring out the mcpc CLI syntax (wrong command names, wrong argument formats) before successfully calling any tool, which was inefficient but understandable given the surface's non-obvious syntax.", "timestamp": "2026-10-15T17:16:08.967Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed due to waitSecs>45, the agent correctly reduced waitSecs to 45; when the second call failed due to input validation (wrong includeUrlGlobs format), the agent fixed the format; when the third call failed with a concurrent runs limit error, the agent attempted to switch to the Apify CLI but ran out of turns before completing.", "timestamp": "2026-10-15T17:16:08.912Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent's final input attempt used correct schema fields: startUrls with the platform URL, maxCrawlPages:10, includeUrlGlobs with the platform glob pattern, crawlerType cheerio, and saveHtmlAsFile/saveMarkdown for HTML output — all well-formed per the schema.", "timestamp": "2026-10-15T17:16:08.872Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified apify/website-content-crawler as the right Actor and attempted to call it via the MCP tool call-actor, which is the appropriate tool for this surface.", "timestamp": "2026-10-15T17:16:08.833Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:08:10.546Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, ranOk, startUrl", "timestamp": "2026-10-15T17:08:10.508Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run to read items from", "timestamp": "2026-10-15T17:08:10.468Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:08:10.424Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:08:10.387Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:08:10.348Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:08:10.293Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:08:10.179Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:08:10.093Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "readme-docs", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter", "pageCap", "startUrl", "ranOk", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "ea17efbb55e6e799", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:07:44.028Z", "day": "2026-10-15", "traceId": "a1572313f48ad48aedf2237046cb70bf", "observationId": "382fae1010a401b5", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a1572313f48ad48aedf2237046cb70bf?observation=382fae1010a401b5", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T17:16:51.560Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T17:16:51.529Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:16:10.596Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:16:10.517Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "none", "comment": "the agent ran no Actor", "timestamp": "2026-10-15T17:16:10.482Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T17:16:10.445Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:16:10.410Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:16:10.376Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No pages were crawled, no page count was reported, no titles were listed, and the final answer is just a partial statement about running a script — the task was not completed at all.", "timestamp": "2026-10-15T17:16:10.337Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent searched for actors, found a community actor instead of the canonical apify/website-content-crawler, hit concurrent run limits, then pivoted to a Python script approach — a very indirect path that wasted turns and never reached the goal.", "timestamp": "2026-10-15T17:16:10.301Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the concurrent run limit error appeared, the agent tried multiple alternative approaches (rag-web-browser, checking running actors, writing a Python script) but none succeeded, and the Python script failed because python3 was not available — the agent ran out of turns without resolving the issue.", "timestamp": "2026-10-15T17:16:10.261Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor call for automation_studio/doc-to-rag-markdown-converter had correct input fields (start_urls, max_pages=20, etc.) but used waitSecs=60 initially (exceeding the 45s limit), then corrected to 45 — so arguments were mostly correct once fixed.", "timestamp": "2026-10-15T17:16:10.227Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent never selected apify/website-content-crawler (the intended actor for LLM-ready crawling); instead it tried automation_studio/doc-to-rag-markdown-converter and apify/rag-web-browser, both of which failed due to concurrent run limits, and then fell back to writing a Python script that couldn't even run.", "timestamp": "2026-10-15T17:16:10.191Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:09:22.836Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, startUrl", "timestamp": "2026-10-15T17:09:22.791Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:09:22.750Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:09:22.686Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:09:22.649Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-15T17:09:22.545Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:09:22.455Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "none", "infraOk": true, "failedChecks": [ "pageCap", "startUrl", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler" }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "ea17efbb55e6e799", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:08:10.583Z", "day": "2026-10-15", "traceId": "6ef2fffd9114f00b00a975fe35f3f148", "observationId": "6a50e1dcfa3c1870", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6ef2fffd9114f00b00a975fe35f3f148?observation=6a50e1dcfa3c1870", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:16:50.773Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:16:50.731Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:15:57.321Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:15:57.114Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:15:57.055Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:15:57.006Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "readme-docs", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:15:56.910Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never successfully ran the Actor, so no follower count, average likes, or engagement interpretation was produced; the task is entirely incomplete.", "timestamp": "2026-10-15T17:15:56.845Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent multiple turns on syntax errors (unknown flags, wrong command formats) and then repeated the same sleep-and-retry pattern three times without trying alternative approaches like aborting existing runs.", "timestamp": "2026-10-15T17:15:56.805Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the concurrent runs limit error appeared, the agent tried waiting (sleep 30, sleep 90) and retrying, but never attempted to abort existing runs via the MCP abort-actor-run tool or the API, and the same error persisted through all retries until turns ran out.", "timestamp": "2026-10-15T17:15:56.769Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent constructed valid input with resultsType='posts', directUrls pointing to instagram.com/nasa/, and resultsLimit=25, which matches the Actor's schema correctly.", "timestamp": "2026-10-15T17:15:56.685Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and attempted to use apify/instagram-scraper, the exact Actor named in the prompt, and used the call-actor MCP tool and apify CLI appropriately.", "timestamp": "2026-10-15T17:15:56.650Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:11:52.280Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape, rightActor, ranOk, profileUrl, followers", "timestamp": "2026-10-15T17:11:52.244Z", "metadata": {} }, "check.followers": { "value": 0, "stringValue": null, "comment": "FAIL: answer has no value for /([\\d,]{9,})\\s*followers|followers?[^0-9]{0,30}([\\d,]{9,})/", "timestamp": "2026-10-15T17:11:52.172Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-15T17:11:52.133Z", "metadata": {} }, "check.profileUrl": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:11:52.069Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:11:52.023Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:11:51.912Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\d[\\d,]{5,}/", "timestamp": "2026-10-15T17:11:51.833Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "readme-docs", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "followers", "profileUrl", "ranOk", "rightActor", "shape" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper" }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "ea17efbb55e6e799", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:08:26.210Z", "day": "2026-10-15", "traceId": "4422645a7c863dee584060c198cc4b78", "observationId": "a6ffd05bcfe627db", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4422645a7c863dee584060c198cc4b78?observation=a6ffd05bcfe627db", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:16:50.325Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:16:50.291Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:15:56.904Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:15:56.786Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "none", "comment": "the agent ran no Actor", "timestamp": "2026-10-15T17:15:56.747Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T17:15:56.706Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:15:56.666Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:15:56.626Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No actor run was ever started successfully (confirmed by facts: 0 Actor runs), so no posts were retrieved and the task was not completed.", "timestamp": "2026-10-15T17:15:56.582Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent several turns on syntax errors with mcpc, then kept retrying the same call-actor approach despite the same concurrent runs error, without finding an effective workaround.", "timestamp": "2026-10-15T17:15:56.546Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The agent encountered a concurrent runs limit error repeatedly and tried waiting (sleep 15) and retrying, but never found a way to resolve the issue (e.g., checking/aborting existing runs via the API or waiting longer), ultimately running out of turns.", "timestamp": "2026-10-15T17:15:56.468Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used correct input format with username:[\"nasa\"] and resultsLimit:3, which matches the instagram-post-scraper's input schema.", "timestamp": "2026-10-15T17:15:56.424Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified apify/instagram-scraper and apify/instagram-post-scraper as appropriate tools, and attempted to use apify/instagram-post-scraper to fetch posts from @nasa.", "timestamp": "2026-10-15T17:15:56.337Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:10:13.075Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T17:10:13.027Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:10:12.988Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-15T17:10:12.890Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:10:12.793Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "none", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper" }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "ea17efbb55e6e799", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:09:22.867Z", "day": "2026-10-15", "traceId": "846eb8ee9ae4f2c9c627a5b1b38ca9de", "observationId": "8912dbf97a317b9a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/846eb8ee9ae4f2c9c627a5b1b38ca9de?observation=8912dbf97a317b9a", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:15:41.256Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-15T17:15:41.222Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 0 items ok", "timestamp": "2026-10-15T17:15:40.895Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T17:15:40.855Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T17:15:40.819Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T17:15:40.786Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-10-15T17:15:40.700Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper run DgRVr214GsdSzEzyc: RUNNING", "timestamp": "2026-10-15T17:15:40.662Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T17:15:40.578Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "ea17efbb55e6e799", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:09:28.859Z", "day": "2026-10-15", "traceId": "b38125b1096328bf0904ef678ffde31f", "observationId": "8e18b30ae54eda08", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b38125b1096328bf0904ef678ffde31f?observation=8e18b30ae54eda08", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:16:51.040Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:16:51.006Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:15:57.376Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:15:57.273Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:15:57.237Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:15:57.203Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "readme-docs", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:15:57.113Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No Actor run was ever started (confirmed by facts: 0 Actor runs), so no organic results count or top domains were reported; the task was not completed.", "timestamp": "2026-10-15T17:15:57.036Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "After the concurrent run limit error, the agent spent several turns trying to list running runs using incorrect CLI syntax (runs list, runs ls --status), which wasted turns without resolving the issue before running out of turns.", "timestamp": "2026-10-15T17:15:57.002Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the MCP call failed with a concurrent run limit error, the agent tried the Apify CLI as an alternative, then attempted to list running runs to abort one and free a slot, showing reasonable recovery attempts, though it ran out of turns before succeeding.", "timestamp": "2026-10-15T17:15:56.938Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent constructed correct input with queries='elektroauto leasing', countryCode='de', searchLanguage='de', maxPagesPerQuery=1, which matches the required German search parameters.", "timestamp": "2026-10-15T17:15:56.907Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and attempted to use apify/google-search-scraper via both the MCP call-actor tool and the Apify CLI, which are the appropriate tools for this task.", "timestamp": "2026-10-15T17:15:56.833Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:10:49.062Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, ranOk, query, country, items, fields", "timestamp": "2026-10-15T17:10:49.019Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run to read items from", "timestamp": "2026-10-15T17:10:48.975Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run to read items from", "timestamp": "2026-10-15T17:10:48.919Z", "metadata": {} }, "check.pages": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:10:48.880Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:10:48.834Z", "metadata": {} }, "check.country": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:10:48.794Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:10:48.756Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:10:48.675Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:10:48.548Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "readme-docs", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "items", "pages", "lang", "country", "query", "ranOk", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper" }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "ea17efbb55e6e799", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:10:13.113Z", "day": "2026-10-15", "traceId": "c4a746d8a5d28ddb2a842fb8a6342a52", "observationId": "cb0bae6c63d428b2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c4a746d8a5d28ddb2a842fb8a6342a52?observation=cb0bae6c63d428b2", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:16:50.560Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:16:50.528Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:15:57.022Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:15:56.910Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "none", "comment": "the agent ran no Actor", "timestamp": "2026-10-15T17:15:56.851Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T17:15:56.803Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:15:56.768Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:15:56.735Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No actor run succeeded (confirmed by deterministic checks: rightActor FAIL, ranOk FAIL), so no Google Search results were scraped and no organic results with titles, links, and snippets were returned.", "timestamp": "2026-10-15T17:15:56.703Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent multiple turns trying to work around the concurrent run limit (sleep+retry, alternative actor) rather than finding a more effective solution, and ran out of turns without completing the task.", "timestamp": "2026-10-15T17:15:56.668Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the MCP call failed due to concurrent run limits, the agent tried the Apify CLI directly; when that also failed with the same concurrent run limit error, it tried waiting and retrying, and then attempted an alternative actor - reasonable but ultimately unsuccessful recovery attempts.", "timestamp": "2026-10-15T17:15:56.626Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "After learning the input schema, the agent correctly used 'queries' as a string (not array) with 'maxPagesPerQuery':1, which matches the schema requirements.", "timestamp": "2026-10-15T17:15:56.581Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and selected apify/google-search-scraper as the right actor for scraping Google Search results, which is the intended subject.", "timestamp": "2026-10-15T17:15:56.510Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "ea17efbb55e6e799", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:12:02.711Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T17:12:02.669Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:12:02.628Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/google-search-scraper\"", "timestamp": "2026-10-15T17:12:02.540Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:12:02.448Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "none", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper" }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "a2abc506d8e5eabc", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:17:19.093Z", "day": "2026-10-15", "traceId": "c3ce59f642dd96299ade8b724c08df28", "observationId": "0dadd96b3551e85c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c3ce59f642dd96299ade8b724c08df28?observation=0dadd96b3551e85c", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "3/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:28:34.469Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 1, "stringValue": null, "comment": "3/3 repeats passed", "timestamp": "2026-10-15T17:28:34.429Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 9 organic results and the top three domains (adac.de, leasingmarkt.de, insta-drive.com) from actual retrieved data, fulfilling the task requirements despite the minor languageCode omission.", "timestamp": "2026-10-15T17:28:19.137Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 9 organic results and the top three domains (adac.de, leasingmarkt.de, insta-drive.com) from actual retrieved data, fulfilling the task requirements despite the minor languageCode omission.", "timestamp": "2026-10-15T17:28:19.101Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-15T17:28:19.067Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:28:19.027Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The agent passed 'searchLanguage': 'de' in the input but the Actor expects 'languageCode': 'de' — the lang deterministic check FAILED because languageCode was empty string in the actual run, meaning the German language filter was not applied correctly.", "timestamp": "2026-10-15T17:28:18.976Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 9 organic results and the top three domains (adac.de, leasingmarkt.de, insta-drive.com) from actual retrieved data, fulfilling the task requirements despite the minor languageCode omission.", "timestamp": "2026-10-15T17:28:18.935Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a reasonable path: listed tools, fetched actor details, called the actor, then retrieved dataset items — 6 tool calls total with no redundant repetition.", "timestamp": "2026-10-15T17:28:18.873Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from datasetId=vpyi4GoagfjspBSH1 and reported organic result count and domains (adac.de, leasingmarkt.de, insta-drive.com) drawn from the retrieved data preview, not invented.", "timestamp": "2026-10-15T17:28:18.826Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed countryCode='de' and maxPagesPerQuery=1 correctly (both PASS), but used searchLanguage='de' instead of languageCode='de', resulting in the lang check FAIL — languageCode was empty string in the actual run.", "timestamp": "2026-10-15T17:28:18.774Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/google-search-scraper as specified in the task, confirmed by the rightActor PASS check.", "timestamp": "2026-10-15T17:28:18.735Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:18:23.211Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T17:18:23.173Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T17:18:23.139Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T17:18:23.094Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T17:18:23.058Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode = \"\" (expected \"de\")", "timestamp": "2026-10-15T17:18:23.016Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T17:18:22.976Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T17:18:22.886Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T17:18:22.850Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T17:18:22.747Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang" ], "judgeComment": "PASS: The agent reported 9 organic results and the top three domains (adac.de, leasingmarkt.de, insta-drive.com) from actual retrieved data, fulfilling the task requirements despite the minor languageCode omission." }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "a2abc506d8e5eabc", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:17:19.093Z", "day": "2026-10-15", "traceId": "08bfe00800cee517aeaca14d16b2d571", "observationId": "8f48d3e9839ba2ce", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/08bfe00800cee517aeaca14d16b2d571?observation=8f48d3e9839ba2ce", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T17:28:34.216Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T17:28:34.181Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used burbn/google-search-scraper; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:28:22.822Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used burbn/google-search-scraper; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:28:22.734Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:28:22.699Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:28:22.648Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "readme-docs", "comment": "check rightActor: used burbn/google-search-scraper; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:28:22.613Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent used the wrong actor (burbn/google-search-scraper instead of apify/google-search-scraper) and never enabled the AI Mode add-on (aiModeSearch.enableAiMode), so the task as specified was not completed correctly; the aiModeResult field is missing from all 8 items per the deterministic checks.", "timestamp": "2026-10-15T17:28:22.575Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent searched for actors, fetched details on the chosen actor, ran it, and retrieved results in a reasonably direct sequence without unnecessary repetition.", "timestamp": "2026-10-15T17:28:22.533Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent encountered a waitSecs validation error (must be <=45) and immediately retried with waitSecs:=45, successfully recovering.", "timestamp": "2026-10-15T17:28:22.492Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent correctly read the aiOverviewText and aiReferenceLinksArray fields from the dataset items and reported them accurately in the final answer.", "timestamp": "2026-10-15T17:28:22.447Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent used burbn/google-search-scraper with fetchAiOverviews:true and gl:gb, but the required actor apify/google-search-scraper uses a different input schema with aiModeSearch.enableAiMode and queries fields; all deterministic input checks (aiModeOn, query, country, pages) are FAIL.", "timestamp": "2026-10-15T17:28:22.407Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for 'google-search-scraper' and found multiple actors, but chose burbn/google-search-scraper instead of the required apify/google-search-scraper; the deterministic check rightActor is FAIL.", "timestamp": "2026-10-15T17:28:22.360Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:18:39.884Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, aiModeOn, query", "timestamp": "2026-10-15T17:18:39.816Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 8 of 8 items missing aiModeResult", "timestamp": "2026-10-15T17:18:39.775Z", "metadata": {} }, "check.pages": { "value": 0, "stringValue": null, "comment": "FAIL (warn): burbn/google-search-scraper: maxPagesPerQuery is missing (expected at most 1)", "timestamp": "2026-10-15T17:18:39.732Z", "metadata": {} }, "check.country": { "value": 0, "stringValue": null, "comment": "FAIL (warn): burbn/google-search-scraper: countryCode is missing (expected \"gb\")", "timestamp": "2026-10-15T17:18:39.678Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: burbn/google-search-scraper: missing queries", "timestamp": "2026-10-15T17:18:39.638Z", "metadata": {} }, "check.aiModeOn": { "value": 0, "stringValue": null, "comment": "FAIL: burbn/google-search-scraper: aiModeSearch.enableAiMode is missing (expected true)", "timestamp": "2026-10-15T17:18:39.602Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T17:18:39.513Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used burbn/google-search-scraper; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:18:39.424Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "readme-docs", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "pages", "country", "query", "aiModeOn", "rightActor" ], "judgeComment": "FAIL: check rightActor: used burbn/google-search-scraper; expected apify/google-search-scraper" }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "a2abc506d8e5eabc", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:17:19.093Z", "day": "2026-10-15", "traceId": "a04120f3d279b4a1f763730a95438560", "observationId": "fb6b2f4b22b333ad", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a04120f3d279b4a1f763730a95438560?observation=fb6b2f4b22b333ad", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T17:28:35.362Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T17:28:35.321Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/instagram-profile-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:28:30.786Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/instagram-profile-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:28:30.701Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:28:30.662Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-15T17:28:30.618Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "readme-docs", "comment": "check rightActor: used apify/instagram-profile-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:28:30.553Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides follower count (104,371,684), average likes per recent post (478,510), and a one-sentence engagement interpretation, all grounded in retrieved data, fulfilling the task requirements despite using the wrong actor.", "timestamp": "2026-10-15T17:28:30.511Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made several failed attempts (wrong command syntax, waitSecs too high, wrong actor name format) before finding the right approach, adding unnecessary steps, but ultimately converged on a working solution.", "timestamp": "2026-10-15T17:28:30.475Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When apify/instagram-scraper failed due to concurrent run limits, the agent pivoted to apify/instagram-profile-scraper which succeeded and contained latestPosts data, allowing the task to be substantially completed.", "timestamp": "2026-10-15T17:28:30.441Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved follower count (104,371,684) and latestPosts likes from the dataset and correctly computed the average (478,510) using jq, with grounded check passing.", "timestamp": "2026-10-15T17:28:30.343Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent called apify/instagram-profile-scraper with input {\"usernames\":[\"nasa\"]} which is valid for that actor, but the profileUrl check is FAIL because directUrls[0] with an instagram.com/nasa URL was missing (the intended actor apify/instagram-scraper requires directUrls).", "timestamp": "2026-10-15T17:28:30.264Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent was asked to use apify/instagram-scraper but ended up using apify/instagram-profile-scraper after failing to run apify/instagram-scraper due to concurrent run limits; the rightActor check is marked FAIL.", "timestamp": "2026-10-15T17:28:30.169Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:19:11.443Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, profileUrl", "timestamp": "2026-10-15T17:19:11.404Z", "metadata": {} }, "check.followers": { "value": 1, "stringValue": null, "comment": "PASS: followersCount within 2%", "timestamp": "2026-10-15T17:19:11.366Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 2 numbers found in Actor output", "timestamp": "2026-10-15T17:19:11.303Z", "metadata": {} }, "check.profileUrl": { "value": 0, "stringValue": null, "comment": "FAIL: apify/instagram-profile-scraper: directUrls[0] is missing (expected to match /instagram\\.com/nasa/)", "timestamp": "2026-10-15T17:19:11.215Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T17:19:11.164Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-profile-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:19:11.094Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-10-15T17:19:10.956Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "readme-docs", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "profileUrl", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/instagram-profile-scraper; expected apify/instagram-scraper" }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "a2abc506d8e5eabc", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:17:19.093Z", "day": "2026-10-15", "traceId": "79b148d39292f307103055f66baddfd2", "observationId": "7887ee3568eef30a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/79b148d39292f307103055f66baddfd2?observation=7887ee3568eef30a", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:28:34.714Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:28:34.676Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:28:30.737Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:28:30.651Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "none", "comment": "the agent ran no Actor", "timestamp": "2026-10-15T17:28:30.616Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T17:28:30.559Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:28:30.520Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:28:30.488Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No Actor run was completed (0 runs confirmed), no posts were retrieved, and the agent ran out of turns without providing the required two-line answer.", "timestamp": "2026-10-15T17:28:30.440Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent multiple turns trying different invocation methods (CLI call, CLI start, mcpc direct, mcpc tools-call) without successfully completing any run, and the final attempt failed on a trivial validation error (waitSecs=60 exceeds max 45) that could have been caught earlier.", "timestamp": "2026-10-15T17:28:30.407Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the CLI call failed with a concurrent runs limit error, the agent tried alternative approaches (apify actors start, then mcpc MCP tools), but ultimately ran out of turns without resolving the issue. The final mcpc attempt failed with a validation error (waitSecs > 45) that the agent didn't fix before running out of turns.", "timestamp": "2026-10-15T17:28:30.369Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The input JSON was well-formed with correct fields: username=[\"nasa\"], resultsLimit=3, dataDetailLevel=\"basicData\" — all matching the schema requirements.", "timestamp": "2026-10-15T17:28:30.327Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified apify/instagram-post-scraper from the actor index and attempted to use it, though the preferred actor was apify/instagram-scraper. The agent also tried the Apify CLI and MCP tools appropriately.", "timestamp": "2026-10-15T17:28:30.246Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:18:59.414Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T17:18:59.375Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:18:59.332Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-15T17:18:59.239Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:18:59.140Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "none", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper" }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "a2abc506d8e5eabc", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:17:19.093Z", "day": "2026-10-15", "traceId": "caa9e914953f72c3c5cdcb34fff0455e", "observationId": "7ed0f7e53e559cd3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/caa9e914953f72c3c5cdcb34fff0455e?observation=7ed0f7e53e559cd3", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T17:28:35.159Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T17:28:35.124Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-15T17:28:33.216Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-15T17:28:33.125Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:28:33.091Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-15T17:28:33.056Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "In the second (main) run kEF2CN4bTJCVowXk9, the agent dropped the includeUrlGlobs parameter entirely and used saveHtmlAsFile instead of saveHtml=true, despite having read the schema showing both options. The agent also failed to notice it got 11 items (exceeding the 10-page cap) and ran out of turns without delivering the required report — these are reasoning failures, not Actor or surface issues.", "timestamp": "2026-10-15T17:28:33.011Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns without delivering a final summary report; the second run lacked URL filtering (sectionFilter FAIL), saveHtml was not properly set (saveHtml FAIL), 11 items exceeded the 10-page cap, and the agent never confirmed HTML was saved or reported page counts to the user.", "timestamp": "2026-10-15T17:28:32.974Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made two crawler runs — the first with correct includeUrlGlobs but only got 1 item (redirect issue), then a second run without includeUrlGlobs that crawled outside the platform section; multiple polling calls were needed but were reasonable given async execution.", "timestamp": "2026-10-15T17:28:32.933Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with input validation error (saveHtmlAsFile not recognized), the agent correctly fixed the glob format and retried; when waitSecs exceeded 45, it adjusted to 45.", "timestamp": "2026-10-15T17:28:32.891Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from the completed run and referenced the 11 items and 17 key-value store keys in its response, using real data from the tool results.", "timestamp": "2026-10-15T17:28:32.848Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent failed to set saveHtml=true (used saveHtmlAsFile instead, which is different), did not set includeUrlGlobs in the second (successful) run that produced 11 items, and the second run produced 11 items exceeding the 10-page cap — all confirmed by deterministic checks sectionFilter=FAIL, saveHtml=FAIL, and items=FAIL.", "timestamp": "2026-10-15T17:28:32.811Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/website-content-crawler, which is the exact Actor specified in the task.", "timestamp": "2026-10-15T17:28:32.772Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:21:53.440Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-15T17:21:53.395Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 12 items, expected at most 10", "timestamp": "2026-10-15T17:21:53.352Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml = false (expected true); apify/website-content-crawler: saveHtml = false (expected true)", "timestamp": "2026-10-15T17:21:53.309Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs = [] (expected to be set)", "timestamp": "2026-10-15T17:21:53.267Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxCrawlPages", "timestamp": "2026-10-15T17:21:53.224Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): startUrls[0].url", "timestamp": "2026-10-15T17:21:53.185Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-15T17:21:53.091Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-15T17:21:53.008Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "a2abc506d8e5eabc", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:17:19.093Z", "day": "2026-10-15", "traceId": "c0a7661bff93eb7d51f990dd0f447742", "observationId": "4cfba2ed81e32665", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c0a7661bff93eb7d51f990dd0f447742?observation=4cfba2ed81e32665", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "eval.consistency": { "value": 0.667, "stringValue": null, "comment": "1/3 passed; majority agreement 67%", "timestamp": "2026-10-15T17:28:35.004Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 1, "stringValue": null, "comment": "1/3 repeats passed", "timestamp": "2026-10-15T17:28:34.966Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported exactly 20 pages crawled, provided 5 real page titles from the retrieved dataset, confirmed markdown content extraction, and ended with the required 'Actor: apify/website-content-crawler' line.", "timestamp": "2026-10-15T17:28:33.793Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported exactly 20 pages crawled, provided 5 real page titles from the retrieved dataset, confirmed markdown content extraction, and ended with the required 'Actor: apify/website-content-crawler' line.", "timestamp": "2026-10-15T17:28:33.749Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/website-content-crawler", "timestamp": "2026-10-15T17:28:33.715Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T17:28:33.677Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:28:33.637Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly selected the right Actor, configured it properly, handled a minor error, and delivered a complete answer with real data from the crawl.", "timestamp": "2026-10-15T17:28:33.571Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported exactly 20 pages crawled, provided 5 real page titles from the retrieved dataset, confirmed markdown content extraction, and ended with the required 'Actor: apify/website-content-crawler' line.", "timestamp": "2026-10-15T17:28:33.520Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent read the workflow guide, fetched the actor schema, wrote the input file, ran the actor, and retrieved results in a logical sequence with no unnecessary repetition, though reading the full actor schema (92KB) was somewhat excessive.", "timestamp": "2026-10-15T17:28:33.485Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first call with --json 2>/dev/null returned exit code 1, and the agent immediately retried without stderr redirection, then handled the timeout by monitoring the background task output until completion.", "timestamp": "2026-10-15T17:28:33.435Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the dataset items, confirmed 20 results via jq length, and extracted real titles from the actual crawled data to report in the final answer.", "timestamp": "2026-10-15T17:28:33.393Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The input JSON correctly set startUrls to https://docs.apify.com/academy, maxCrawlPages to 20, saveMarkdown to true, htmlTransformer to readableText, and crawlerType to playwright:adaptive - all appropriate for the task.", "timestamp": "2026-10-15T17:28:33.349Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified apify/website-content-crawler from the knowledge-base-and-rag workflow guide, which is the intended Actor for turning websites into LLM-ready text/markdown.", "timestamp": "2026-10-15T17:28:33.311Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:22:35.111Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-15T17:22:35.076Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawlPages", "timestamp": "2026-10-15T17:22:35.039Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-15T17:22:34.995Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T17:22:34.914Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/website-content-crawler\"", "timestamp": "2026-10-15T17:22:34.876Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-15T17:22:34.789Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported exactly 20 pages crawled, provided 5 real page titles from the retrieved dataset, confirmed markdown content extraction, and ended with the required 'Actor: apify/website-content-crawler' line." }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "a2abc506d8e5eabc", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:18:23.247Z", "day": "2026-10-15", "traceId": "c75bb0e66526034017f7776ba0b08fa4", "observationId": "b6038e23023c3972", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c75bb0e66526034017f7776ba0b08fa4?observation=b6038e23023c3972", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "eval.consistency": { "value": 0.667, "stringValue": null, "comment": "2/3 passed; majority agreement 67%", "timestamp": "2026-10-15T17:28:34.060Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 1, "stringValue": null, "comment": "2/3 repeats passed", "timestamp": "2026-10-15T17:28:34.021Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:28:18.429Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:28:18.337Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "none", "comment": "the agent ran no Actor", "timestamp": "2026-10-15T17:28:18.280Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T17:28:18.194Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:28:18.152Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:28:18.109Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No Actor run completed (0 runs per facts), no Google Search results were returned, and the agent ran out of turns. The task was not completed.", "timestamp": "2026-10-15T17:28:18.072Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent multiple turns fixing input schema issues (searchQuery -> queries array -> queries string) that could have been avoided by reading the schema more carefully first, and then hit a concurrent run limit without a clear resolution path.", "timestamp": "2026-10-15T17:28:18.020Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The agent correctly handled the input validation errors by adjusting the input format, but the final blocking error (concurrent run limit exceeded) was not resolved - the agent attempted to switch to MCP but ran out of turns before completing.", "timestamp": "2026-10-15T17:28:17.978Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent initially used wrong input format (searchQuery instead of queries, then array instead of string), but corrected to the right format after error messages. The final input {\"queries\": \"apify web scraping\", \"maxPagesPerQuery\": 1} appears correct.", "timestamp": "2026-10-15T17:28:17.940Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified apify/google-search-scraper as the right Actor for scraping Google Search results, which matches the intended subject.", "timestamp": "2026-10-15T17:28:17.891Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:19:54.566Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T17:19:54.529Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:19:54.485Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/google-search-scraper\"", "timestamp": "2026-10-15T17:19:54.401Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:19:54.320Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "none", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper" }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "a2abc506d8e5eabc", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:18:39.924Z", "day": "2026-10-15", "traceId": "b8cd7addf285f759a2a77dd1a57043ea", "observationId": "308a7ff1e6b9954d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b8cd7addf285f759a2a77dd1a57043ea?observation=308a7ff1e6b9954d", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-15T17:28:17.694Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:28:17.604Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent used saveHtmlAsFile=true in the input but the correct parameter name is saveHtml; this caused the deterministic check saveHtml to FAIL (saveHtml=false in actual run), meaning HTML was never saved despite the agent believing it had enabled that feature.", "timestamp": "2026-10-15T17:28:17.567Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The session timed out with the agent still crawling; it never reported the page count, confirmed HTML was saved (in fact saveHtml was false), or delivered the clean text and HTML to the user.", "timestamp": "2026-10-15T17:28:17.526Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made multiple redundant attempts (MCP tool, CLI with wrong flag, retry after concurrent limit) and then launched a second unnecessary crawl of the main docs page after the first run already completed, never delivering a final answer.", "timestamp": "2026-10-15T17:28:17.486Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the MCP tool hit concurrent run limits, the agent switched to the Apify CLI; when the CLI flag was wrong (--input vs --input-file), it corrected it; however it did not recover from the wrong saveHtml parameter name.", "timestamp": "2026-10-15T17:28:17.445Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the dataset items and HTML from the key-value store URL, using the actual run ID Sdf07XpDkhCxTFtIQ and dataset ID bCOnyB0Q37katlaQZ returned by the run.", "timestamp": "2026-10-15T17:28:17.405Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent set startUrls to the platform URL, maxCrawlPages to 10, includeUrlGlobs to restrict to platform section, but used saveHtmlAsFile=true instead of the correct saveHtml=true parameter, causing the saveHtml deterministic check to FAIL (saveHtml=false in actual run).", "timestamp": "2026-10-15T17:28:17.330Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/website-content-crawler, which is the exact actor named in the task.", "timestamp": "2026-10-15T17:28:17.248Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-15T17:26:43.775Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-15T17:26:43.738Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-15T17:26:43.686Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml = false (expected true)", "timestamp": "2026-10-15T17:26:43.629Z", "metadata": {} }, "check.sectionFilter": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeUrlGlobs", "timestamp": "2026-10-15T17:26:43.594Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawlPages", "timestamp": "2026-10-15T17:26:43.551Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-15T17:26:43.516Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T17:26:43.433Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-15T17:26:43.361Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "saveHtml" ], "judgeComment": null }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "a2abc506d8e5eabc", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:18:59.454Z", "day": "2026-10-15", "traceId": "54701e74c8f5d731beff1444f49f6705", "observationId": "6a706ccf044d9804", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/54701e74c8f5d731beff1444f49f6705?observation=6a706ccf044d9804", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "eval.consistency": { "value": 0.667, "stringValue": null, "comment": "1/3 passed; majority agreement 67%", "timestamp": "2026-10-15T17:28:34.920Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 1, "stringValue": null, "comment": "1/3 repeats passed", "timestamp": "2026-10-15T17:28:34.883Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:28:09.506Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:28:09.406Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "none", "comment": "the agent ran no Actor", "timestamp": "2026-10-15T17:28:09.351Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T17:28:09.315Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:28:09.276Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:28:09.214Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never successfully ran any Actor, retrieved zero pages, and provided no page count or titles; the task was entirely incomplete as confirmed by all deterministic checks failing.", "timestamp": "2026-10-15T17:28:09.154Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent multiple turns on syntax errors with mcpc commands, tried the wrong actor (parseforge instead of apify/website-content-crawler), and never searched specifically for the canonical apify/website-content-crawler actor, making the path inefficient.", "timestamp": "2026-10-15T17:28:09.111Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the concurrent run limit error appeared, the agent tried alternative approaches (Apify CLI, web-fetch tool) but all failed with the same error; the agent then tried to list runs to free capacity, which was a reasonable recovery attempt but ran out of turns.", "timestamp": "2026-10-15T17:28:09.042Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "When the agent did attempt to call parseforge/website-content-crawler, the input was well-formed with startUrls, maxItems, and sameDomain fields, and the CLI call also used correct flags like --memory and --input.", "timestamp": "2026-10-15T17:28:08.987Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for website crawler actors and found community actors like parseforge/website-content-crawler, but never found or attempted to use the intended apify/website-content-crawler actor which is the canonical LLM-ready crawler on Apify.", "timestamp": "2026-10-15T17:28:08.934Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:20:49.541Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, startUrl", "timestamp": "2026-10-15T17:20:49.501Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:20:49.461Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:20:49.426Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:20:49.321Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-15T17:20:49.279Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:20:49.192Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "none", "infraOk": true, "failedChecks": [ "pageCap", "startUrl", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler" }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "a2abc506d8e5eabc", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:19:11.501Z", "day": "2026-10-15", "traceId": "9c1b72c826d41414c59870fe49b21555", "observationId": "48e61b3cb0fd2a9a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9c1b72c826d41414c59870fe49b21555?observation=48e61b3cb0fd2a9a", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T17:28:35.262Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T17:28:35.196Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check shape: answer does not match /\\d[\\d,]{5,}/", "timestamp": "2026-10-15T17:28:08.594Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check shape: answer does not match /\\d[\\d,]{5,}/", "timestamp": "2026-10-15T17:28:08.510Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:28:08.469Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:28:08.413Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check shape: answer does not match /\\d[\\d,]{5,}/; check profileUrl: apify/instagram-scraper: directUrls[0] is missing (expected to match /instagram\\.com/nasa/); check followers: answer has no value for /([\\d,]{9,})\\s*followers|followers?[^0-9]{0,30}([\\d,]{9,})/", "timestamp": "2026-10-15T17:28:08.345Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never produced a final answer with follower count, average likes per post, or engagement interpretation; it ran out of turns after the scraper returned no data due to incorrect input.", "timestamp": "2026-10-15T17:28:08.309Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent many turns dealing with concurrent run limits, incorrect CLI flags, and MCP syntax errors before finally getting a run to succeed, but with wrong input parameters throughout.", "timestamp": "2026-10-15T17:28:08.269Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the scraper returned 'no_items' error, the agent fetched actor details and read the input schema (which showed directUrls is the correct field), but ran out of turns before retrying with the correct URL-based input.", "timestamp": "2026-10-15T17:28:08.209Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The actor returned only an error object '{\"error\": \"no_items\", \"errorDescription\": \"Empty or private data for provided input\"}' with 1 dataset item, so there was no real data to utilize; the agent ran out of turns without producing an answer.", "timestamp": "2026-10-15T17:28:08.132Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent used 'usernames: [\"nasa\"]' instead of the required 'directUrls' field with a proper Instagram URL (e.g., https://www.instagram.com/nasa/), which caused the scraper to run with 0 requests and return an error 'no_items'. The profileUrl check confirms directUrls[0] was missing.", "timestamp": "2026-10-15T17:28:08.093Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-scraper (confirmed by rightActor PASS and ranOk PASS), which is the appropriate tool for scraping Instagram profile and post data.", "timestamp": "2026-10-15T17:28:08.048Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:22:25.610Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape, profileUrl, followers", "timestamp": "2026-10-15T17:22:25.564Z", "metadata": {} }, "check.followers": { "value": 0, "stringValue": null, "comment": "FAIL: answer has no value for /([\\d,]{9,})\\s*followers|followers?[^0-9]{0,30}([\\d,]{9,})/", "timestamp": "2026-10-15T17:22:25.518Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-15T17:22:25.483Z", "metadata": {} }, "check.profileUrl": { "value": 0, "stringValue": null, "comment": "FAIL: apify/instagram-scraper: directUrls[0] is missing (expected to match /instagram\\.com/nasa/)", "timestamp": "2026-10-15T17:22:25.444Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T17:22:25.403Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-10-15T17:22:25.308Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\d[\\d,]{5,}/", "timestamp": "2026-10-15T17:22:25.208Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "followers", "profileUrl", "shape" ], "judgeComment": "FAIL: check shape: answer does not match /\\d[\\d,]{5,}/" }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "a2abc506d8e5eabc", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:19:54.597Z", "day": "2026-10-15", "traceId": "7d93b798d46879080bd5b5447c106b47", "observationId": "9c02ffe92dbe13c6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7d93b798d46879080bd5b5447c106b47?observation=9c02ffe92dbe13c6", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:28:34.637Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:28:34.597Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:28:08.169Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:28:08.047Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "none", "comment": "the agent ran no Actor", "timestamp": "2026-10-15T17:28:07.991Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T17:28:07.954Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:28:07.919Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:28:07.858Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns without completing a single successful Actor run; no posts were retrieved and no final answer with Actor name and post count was provided.", "timestamp": "2026-10-15T17:28:07.795Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent multiple steps reading the README and gotchas, fetching schema info multiple times (including a jq query that returned null), and made an unnecessary intermediate bash command to inspect keys — somewhat inefficient but not egregiously so.", "timestamp": "2026-10-15T17:28:07.761Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'Field input.username is required', the agent correctly identified the issue and updated the input file to use 'username' instead of 'usernames', showing reasonable error recovery, but then ran out of turns before re-running.", "timestamp": "2026-10-15T17:28:07.715Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent first tried {\"usernames\":[\"nasa\"],\"postsLimit\":3} which failed with 'Field input.username is required', then corrected to {\"username\":\"nasa\",\"postsLimit\":3} — the second attempt was better-formed but the run never completed before the agent ran out of turns.", "timestamp": "2026-10-15T17:28:07.677Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent selected apify/instagram-post-scraper instead of the intended apify/instagram-scraper; the actor-index.md listed both but the agent chose the post-scraper for 'posts, engagement metrics' which is reasonable but not the preferred actor per the task spec.", "timestamp": "2026-10-15T17:28:07.600Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:21:21.217Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T17:21:21.156Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:21:21.059Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-15T17:21:20.973Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:21:20.870Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "none", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper" }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "a2abc506d8e5eabc", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:20:49.575Z", "day": "2026-10-15", "traceId": "f508f7abd7c4f62079aca4b622c99719", "observationId": "121ad92332d4bf23", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f508f7abd7c4f62079aca4b622c99719?observation=121ad92332d4bf23", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:27:26.822Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-15T17:27:26.787Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 1 of 1 items missing aiModeResult", "timestamp": "2026-10-15T17:27:26.744Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T17:27:26.707Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T17:27:26.643Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T17:27:26.601Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-10-15T17:27:26.560Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T17:27:26.483Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T17:27:26.432Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "a2abc506d8e5eabc", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:21:21.265Z", "day": "2026-10-15", "traceId": "52647ba182ae62d4bcc514d82c8ab025", "observationId": "384bf25dba9336d0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/52647ba182ae62d4bcc514d82c8ab025?observation=384bf25dba9336d0", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "3/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:28:34.392Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 1, "stringValue": null, "comment": "3/3 repeats passed", "timestamp": "2026-10-15T17:28:34.333Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 9 organic results and the top 3 domains (adac.de, leasingmarkt.de, insta-drive.com) grounded in retrieved data, fulfilling the task requirements despite the missing languageCode parameter.", "timestamp": "2026-10-15T17:28:05.358Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 9 organic results and the top 3 domains (adac.de, leasingmarkt.de, insta-drive.com) grounded in retrieved data, fulfilling the task requirements despite the missing languageCode parameter.", "timestamp": "2026-10-15T17:28:05.322Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-15T17:28:05.282Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:28:05.234Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The agent passed searchLanguage='de' instead of languageCode='de', causing the deterministic check lang: FAIL. The input schema lists both fields, and the agent should have used languageCode for the language restriction as required.", "timestamp": "2026-10-15T17:28:05.148Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 9 organic results and the top 3 domains (adac.de, leasingmarkt.de, insta-drive.com) grounded in retrieved data, fulfilling the task requirements despite the missing languageCode parameter.", "timestamp": "2026-10-15T17:28:05.109Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent spent several steps on tool discovery (tools-list, search-actors, tools-get) before calling the actor, and had two failed intermediate commands, making the path somewhat indirect but not excessively so.", "timestamp": "2026-10-15T17:28:05.073Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call-actor attempt failed due to waitSecs > 45, the agent immediately retried with waitSecs=45 and succeeded; when python3 was not found, the agent switched to a different approach using jq.", "timestamp": "2026-10-15T17:28:05.029Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved actual dataset items from the run and extracted the organic results count (9) and top 3 domains (adac.de, leasingmarkt.de, insta-drive.com) directly from the returned JSON data.", "timestamp": "2026-10-15T17:28:04.987Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent set countryCode='de', searchLanguage='de', maxPagesPerQuery=1, and query='elektroauto leasing', but the deterministic check lang: FAIL shows languageCode was empty string rather than 'de' — the agent used searchLanguage instead of languageCode.", "timestamp": "2026-10-15T17:28:04.954Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/google-search-scraper as specified in the task, confirmed by the deterministic check rightActor: PASS.", "timestamp": "2026-10-15T17:28:04.875Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:22:40.803Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T17:22:40.766Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T17:22:40.733Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T17:22:40.689Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T17:22:40.645Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode = \"\" (expected \"de\")", "timestamp": "2026-10-15T17:22:40.607Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T17:22:40.569Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T17:22:40.490Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T17:22:40.442Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T17:22:40.394Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang" ], "judgeComment": "PASS: The agent reported 9 organic results and the top 3 domains (adac.de, leasingmarkt.de, insta-drive.com) grounded in retrieved data, fulfilling the task requirements despite the missing languageCode parameter." }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "a2abc506d8e5eabc", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:21:53.481Z", "day": "2026-10-15", "traceId": "fe28f7d65f49e7184da715d9b87fdd55", "observationId": "3805f7132d22c1c8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/fe28f7d65f49e7184da715d9b87fdd55?observation=3805f7132d22c1c8", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "eval.consistency": { "value": 0.667, "stringValue": null, "comment": "2/3 passed; majority agreement 67%", "timestamp": "2026-10-15T17:28:33.983Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 1, "stringValue": null, "comment": "2/3 repeats passed", "timestamp": "2026-10-15T17:28:33.944Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents organic results with titles, URLs, and snippets for 'apify web scraping' from the first page, sourced from the retrieved dataset, and ends with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-15T17:27:55.002Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents organic results with titles, URLs, and snippets for 'apify web scraping' from the first page, sourced from the retrieved dataset, and ends with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-15T17:27:54.912Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-10-15T17:27:54.871Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T17:27:54.831Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:27:54.779Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent found the correct actor, ran it with correct arguments, recovered from the waitSecs error, and returned a complete answer with organic results data.", "timestamp": "2026-10-15T17:27:54.726Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents organic results with titles, URLs, and snippets for 'apify web scraping' from the first page, sourced from the retrieved dataset, and ends with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-15T17:27:54.626Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed one extra tool-get call to learn the correct CLI syntax after an initial flag error, but otherwise proceeded directly: search actors, get schema, call actor, fetch dataset — a reasonably direct path.", "timestamp": "2026-10-15T17:27:54.586Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first call-actor attempt failed with waitSecs>45 validation error; the agent immediately retried with waitSecs=45 and succeeded.", "timestamp": "2026-10-15T17:27:54.536Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from datasetId=73wzXhbnZHCteAhwo and presented organic results with titles, URLs, and descriptions drawn from the returned data.", "timestamp": "2026-10-15T17:27:54.475Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with actor='apify/google-search-scraper', queries=['apify web scraping'], and maxPagesPerQuery=1, which correctly limits to the first results page.", "timestamp": "2026-10-15T17:27:54.435Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/google-search-scraper, the intended actor for scraping Google Search organic results, titles, links, and snippets.", "timestamp": "2026-10-15T17:27:54.398Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:22:57.219Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-15T17:22:57.180Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T17:22:57.117Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-15T17:22:56.999Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T17:22:56.917Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents organic results with titles, URLs, and snippets for 'apify web scraping' from the first page, sourced from the retrieved dataset, and ends with 'Actor: apify/google-search-scraper' as required." }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "a2abc506d8e5eabc", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:22:25.672Z", "day": "2026-10-15", "traceId": "5f21ab7ceff340df3d937f1ad38cba03", "observationId": "3e56e8cfdf511acf", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5f21ab7ceff340df3d937f1ad38cba03?observation=3e56e8cfdf511acf", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T17:28:35.079Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T17:28:35.043Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:27:56.241Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:27:56.075Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:27:56.038Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:27:55.987Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "readme-docs", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:27:55.943Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No Actor run was ever started successfully; all attempts failed with a concurrent run limit error. The task was never completed — no pages were crawled, no HTML saved, no page count reported.", "timestamp": "2026-10-15T17:27:55.898Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent spent turns on syntax errors (wrong mcpc command format, wrong --input flag) and made multiple redundant attempts with the same concurrent-run-limit error, but overall the path was reasonably directed toward the goal.", "timestamp": "2026-10-15T17:27:55.843Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the MCP call failed with a concurrent run limit error, the agent correctly pivoted to using the Apify CLI directly with `apify call` and `--input-file`, showing reasonable error recovery attempts, though the same error persisted.", "timestamp": "2026-10-15T17:27:55.780Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent's input was well-formed: startUrls with the platform URL, maxCrawlPages:10, includeUrlGlobs with the correct glob format {\"glob\": \"https://docs.apify.com/platform/**\"}, saveHtmlAsFile:true, and proxyConfiguration. The first attempt had an invalid excludeUrlGlobs pattern but was corrected.", "timestamp": "2026-10-15T17:27:55.741Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified apify/website-content-crawler as the right Actor and attempted to call it via both MCP tools and the Apify CLI, which are appropriate tools for this task.", "timestamp": "2026-10-15T17:27:55.547Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:23:44.866Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, ranOk, startUrl", "timestamp": "2026-10-15T17:23:44.826Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run to read items from", "timestamp": "2026-10-15T17:23:44.786Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:23:44.747Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:23:44.709Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:23:44.649Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:23:44.607Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:23:44.516Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:23:44.419Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "readme-docs", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter", "pageCap", "startUrl", "ranOk", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "a2abc506d8e5eabc", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:22:35.143Z", "day": "2026-10-15", "traceId": "67ca7d3e4cf9b587863c0d5ae025d855", "observationId": "1064a450e89b7c8a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/67ca7d3e4cf9b587863c0d5ae025d855?observation=1064a450e89b7c8a", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "eval.consistency": { "value": 0.667, "stringValue": null, "comment": "1/3 passed; majority agreement 67%", "timestamp": "2026-10-15T17:28:34.830Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 1, "stringValue": null, "comment": "1/3 repeats passed", "timestamp": "2026-10-15T17:28:34.751Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:27:54.038Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:27:53.929Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "none", "comment": "the agent ran no Actor", "timestamp": "2026-10-15T17:27:53.885Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T17:27:53.823Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:27:53.784Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:27:53.747Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No Actor run completed, no pages were crawled, no titles were reported, and the final answer was just an intermediate statement about running the Actor — the task was not completed at all.", "timestamp": "2026-10-15T17:27:53.704Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent multiple turns searching, fetching details, and attempting to run a community Actor rather than directly using the well-known 'apify/website-content-crawler'; it also made redundant calls checking CLI help after the error.", "timestamp": "2026-10-15T17:27:53.658Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the concurrent run limit error occurred, the agent tried the apify CLI as an alternative, but that also failed with the same error; the agent then started exploring other tools without resolving the core issue or trying the correct Actor.", "timestamp": "2026-10-15T17:27:53.561Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The input arguments were well-formed: startUrls with the academy URL, maxPages:20, outputFormat:markdown, useSitemap:true — all correct for the task.", "timestamp": "2026-10-15T17:27:53.381Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for website-to-markdown Actors and found several relevant ones, but chose 'webdatatools/website-to-markdown' (a community Actor with only 5 total users) instead of the intended 'apify/website-content-crawler' which is the canonical Apify-built Actor for this use case.", "timestamp": "2026-10-15T17:27:53.287Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:24:19.929Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, startUrl", "timestamp": "2026-10-15T17:24:19.890Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:24:19.837Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:24:19.797Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:24:19.747Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-15T17:24:19.659Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:24:19.576Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "none", "infraOk": true, "failedChecks": [ "pageCap", "startUrl", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler" }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "a2abc506d8e5eabc", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:22:40.839Z", "day": "2026-10-15", "traceId": "206211660891574738b4b020b1ef1303", "observationId": "186bd5658b1ad570", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/206211660891574738b4b020b1ef1303?observation=186bd5658b1ad570", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run 90eCsrEDgFNhLzvD1 (apify/instagram-scraper) ABORTED", "timestamp": "2026-10-15T17:27:57.566Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:27:57.470Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent's first call used search:nasa with searchType:user instead of directUrls:[https://www.instagram.com/nasa/], which caused a large irrelevant user-search run (245 items from multiple accounts) that had to be aborted. The profileUrl deterministic check confirms directUrls[0] was missing the expected instagram.com/nasa/ URL. This wasted most of the available turns and prevented task completion.", "timestamp": "2026-10-15T17:27:57.427Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never produced a final answer with follower count, average likes per post, or engagement interpretation; it ran out of turns while still trying to parse the dataset output.", "timestamp": "2026-10-15T17:27:57.386Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent wasted significant turns on an incorrect search-based approach (run 90eCsrEDgFNhLzvD1 with 245 items from user search instead of NASA's profile), then had to abort it and start over, consuming most of the available turns before completing the task.", "timestamp": "2026-10-15T17:27:57.334Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent handled the concurrent run limit error by waiting and retrying, and correctly aborted the runaway search-based run to start a fresh directUrls-based run, showing reasonable recovery.", "timestamp": "2026-10-15T17:27:57.283Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns before it could retrieve and process the dataset items; the final tool call to get-dataset-items failed with a jq parsing error and no data was extracted or reported.", "timestamp": "2026-10-15T17:27:57.244Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first run used search-based input (search:nasa, searchType:user) instead of directUrls with instagram.com/nasa/, which is why the profileUrl check FAILED; the second successful run correctly used directUrls:[https://www.instagram.com/nasa/] with resultsType:posts, but never ran a 'details' scrape to get follower count.", "timestamp": "2026-10-15T17:27:57.193Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-scraper, which is the exact Actor specified in the task prompt.", "timestamp": "2026-10-15T17:27:57.141Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run 90eCsrEDgFNhLzvD1 (apify/instagram-scraper) ABORTED", "timestamp": "2026-10-15T17:26:31.039Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape, ranOk, profileUrl, followers", "timestamp": "2026-10-15T17:26:30.994Z", "metadata": {} }, "check.followers": { "value": 0, "stringValue": null, "comment": "FAIL: answer has no value for /([\\d,]{9,})\\s*followers|followers?[^0-9]{0,30}([\\d,]{9,})/", "timestamp": "2026-10-15T17:26:30.948Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-15T17:26:30.911Z", "metadata": {} }, "check.profileUrl": { "value": 0, "stringValue": null, "comment": "FAIL: apify/instagram-scraper: directUrls[0] is missing (expected to match /instagram\\.com/nasa/)", "timestamp": "2026-10-15T17:26:30.870Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/instagram-scraper run 90eCsrEDgFNhLzvD1: ABORTED", "timestamp": "2026-10-15T17:26:30.820Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-10-15T17:26:30.770Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\d[\\d,]{5,}/", "timestamp": "2026-10-15T17:26:30.666Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "followers", "profileUrl", "ranOk", "shape" ], "judgeComment": null }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "a2abc506d8e5eabc", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:22:57.303Z", "day": "2026-10-15", "traceId": "4f8300fff0dae005cfe64ae1661ff0b2", "observationId": "8dbb3224bd9f329f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4f8300fff0dae005cfe64ae1661ff0b2?observation=8dbb3224bd9f329f", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:28:34.561Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:28:34.528Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:27:44.994Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:27:44.042Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "none", "comment": "the agent ran no Actor", "timestamp": "2026-10-15T17:27:43.942Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T17:27:43.844Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:27:43.542Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:27:43.343Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No actor run was completed (0 runs per facts), no posts were retrieved, and the agent ran out of turns without providing the required two-line answer.", "timestamp": "2026-10-15T17:27:43.244Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent read the actor index, fetched the actor schema, wrote an input file, and tried two different invocation methods — reasonably direct but chose the wrong actor (post-scraper vs instagram-scraper) and couldn't overcome the concurrent runs limit.", "timestamp": "2026-10-15T17:27:43.142Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the CLI call failed with a concurrent runs limit error, the agent tried the MCP tool as an alternative, but that also failed with the same error. The agent then tried to check running actors to wait for them, but ran out of turns without resolving the issue.", "timestamp": "2026-10-15T17:27:43.047Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The input file had correct fields: username=[\"nasa\"], resultsLimit=3, dataDetailLevel=\"basicData\" — all well-formed per the schema.", "timestamp": "2026-10-15T17:27:42.945Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent correctly identified apify/instagram-post-scraper from the actor index (though the preferred actor was apify/instagram-scraper), and attempted to use both the CLI and MCP tools to run it.", "timestamp": "2026-10-15T17:27:42.851Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:24:43.367Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T17:24:43.324Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:24:43.276Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-15T17:24:43.176Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:24:43.080Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "none", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper" }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "a2abc506d8e5eabc", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:23:44.902Z", "day": "2026-10-15", "traceId": "263194eb196f5e11c1fb79fd3438a9d9", "observationId": "645cac9a378dc65e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/263194eb196f5e11c1fb79fd3438a9d9?observation=645cac9a378dc65e", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T17:28:34.138Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T17:28:34.097Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:27:42.076Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:27:41.877Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:27:41.822Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:27:41.783Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "readme-docs", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:27:41.742Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No Actor run was started and no AI Mode answer or source count was retrieved, so the task was not completed.", "timestamp": "2026-10-15T17:27:41.698Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made two identical call-actor attempts with the same error, and did not try the abort-actor-run tool that was listed in the available tools to free up a slot.", "timestamp": "2026-10-15T17:27:41.647Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the first call failed with a concurrent run limit error, the agent tried again with waitSecs=0, which did not resolve the issue; the agent did not attempt to abort existing runs (a tool available in the toolset) before giving up.", "timestamp": "2026-10-15T17:27:41.566Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent constructed a well-formed input with queries='best crm for small business', countryCode='gb', maxPagesPerQuery=1, and aiModeSearch.enableAiMode=true — all correct parameters for the task.", "timestamp": "2026-10-15T17:27:41.528Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified call-actor as the right tool and targeted apify/google-search-scraper, which is the intended Actor for this task.", "timestamp": "2026-10-15T17:27:41.447Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:24:42.218Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, ranOk, aiModeOn, query", "timestamp": "2026-10-15T17:24:42.151Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run to read items from", "timestamp": "2026-10-15T17:24:42.107Z", "metadata": {} }, "check.pages": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:24:42.071Z", "metadata": {} }, "check.country": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:24:42.014Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:24:41.944Z", "metadata": {} }, "check.aiModeOn": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:24:41.901Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:24:41.823Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:24:41.755Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "readme-docs", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "pages", "country", "query", "aiModeOn", "ranOk", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper" }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "a2abc506d8e5eabc", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:24:19.962Z", "day": "2026-10-15", "traceId": "93720eafa86912946a2d1ea232169fe0", "observationId": "b5ab1bab7155e09b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/93720eafa86912946a2d1ea232169fe0?observation=b5ab1bab7155e09b", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "3/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:28:34.298Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 1, "stringValue": null, "comment": "3/3 repeats passed", "timestamp": "2026-10-15T17:28:34.254Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 9 organic results and the top three domains from actual scraped data, fulfilling the task requirements despite the minor languageCode input issue.", "timestamp": "2026-10-15T17:27:44.942Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 9 organic results and the top three domains from actual scraped data, fulfilling the task requirements despite the minor languageCode input issue.", "timestamp": "2026-10-15T17:27:44.043Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-15T17:27:43.941Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:27:43.846Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The agent used 'searchLanguage' as the input field name instead of the correct 'languageCode', resulting in the language parameter being empty in the actual run (confirmed by the deterministic lang check FAIL). The correct field name is visible in the Actor's input schema but the agent used the wrong key.", "timestamp": "2026-10-15T17:27:43.543Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 9 organic results and the top three domains from actual scraped data, fulfilling the task requirements despite the minor languageCode input issue.", "timestamp": "2026-10-15T17:27:43.343Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed 3 extra tool calls to recover from the MCP concurrent-run error and CLI flag errors before successfully running the Actor, adding some overhead but not excessive repetition.", "timestamp": "2026-10-15T17:27:43.244Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the MCP call-actor tool failed due to concurrent run limits, the agent switched to the Apify CLI, then corrected flag usage after a second CLI error, ultimately succeeding.", "timestamp": "2026-10-15T17:27:43.141Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent reported 9 organic results and named three domains (leasingmarkt.de, adac.de, insta-drive.com) drawn from the actual dataset output shown in the tool result, not invented.", "timestamp": "2026-10-15T17:27:43.043Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed queries='elektroauto leasing', maxPagesPerQuery=1, countryCode='de', and searchLanguage='de', but the deterministic check confirms languageCode was empty string rather than 'de' in the actual run input (the field name used was 'searchLanguage' instead of 'languageCode'), causing the lang check to FAIL.", "timestamp": "2026-10-15T17:27:42.943Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/google-search-scraper, the exact Actor named in the prompt.", "timestamp": "2026-10-15T17:27:42.850Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:25:28.199Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T17:25:28.135Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T17:25:28.095Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T17:25:27.977Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T17:25:27.936Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode = \"\" (expected \"de\")", "timestamp": "2026-10-15T17:25:27.892Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T17:25:27.846Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T17:25:27.736Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T17:25:27.688Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T17:25:27.597Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang" ], "judgeComment": "PASS: The agent reported 9 organic results and the top three domains from actual scraped data, fulfilling the task requirements despite the minor languageCode input issue." }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "a2abc506d8e5eabc", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:24:42.268Z", "day": "2026-10-15", "traceId": "790d0bdf7e9f487b20aca64e8ba979ab", "observationId": "acd6b1303a2b6162", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/790d0bdf7e9f487b20aca64e8ba979ab?observation=acd6b1303a2b6162", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "eval.consistency": { "value": 0.667, "stringValue": null, "comment": "2/3 passed; majority agreement 67%", "timestamp": "2026-10-15T17:28:33.889Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 1, "stringValue": null, "comment": "2/3 repeats passed", "timestamp": "2026-10-15T17:28:33.853Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned organic search results for 'apify web scraping' with titles, links, and snippets from the first results page, and correctly identified the actor used as apify/google-search-scraper.", "timestamp": "2026-10-15T17:27:42.040Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned organic search results for 'apify web scraping' with titles, links, and snippets from the first results page, and correctly identified the actor used as apify/google-search-scraper.", "timestamp": "2026-10-15T17:27:41.992Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-10-15T17:27:41.875Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T17:27:41.818Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:27:41.777Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent successfully discovered the correct actor, ran it with proper arguments, recovered from minor errors, and delivered the requested organic search results with titles, URLs, and snippets.", "timestamp": "2026-10-15T17:27:41.671Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned organic search results for 'apify web scraping' with titles, links, and snippets from the first results page, and correctly identified the actor used as apify/google-search-scraper.", "timestamp": "2026-10-15T17:27:41.624Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a reasonable path: listed tools, searched for actors, fetched actor details, ran the actor, and retrieved results, with only minor detours due to command syntax errors that were quickly corrected.", "timestamp": "2026-10-15T17:27:41.580Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent encountered two errors: first a wrong command 'tool-call' (corrected to 'tools-call'), then an invalid waitSecs value of 120 (corrected to 45); both were handled promptly and correctly.", "timestamp": "2026-10-15T17:27:41.545Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from the run and presented organic results with titles, URLs, and snippets directly from the retrieved data (e.g., apify.com, github.com/apify, reddit.com results matching the dataset preview).", "timestamp": "2026-10-15T17:27:41.509Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with input {\"queries\":\"apify web scraping\",\"maxPagesPerQuery\":1}, which correctly sets the search query and limits to one page of results.", "timestamp": "2026-10-15T17:27:41.424Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/google-search-scraper, the intended actor for scraping Google Search organic results, titles, links, and snippets.", "timestamp": "2026-10-15T17:27:41.335Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "a2abc506d8e5eabc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:26:09.792Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-15T17:26:09.746Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T17:26:09.697Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-15T17:26:09.632Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T17:26:09.528Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned organic search results for 'apify web scraping' with titles, links, and snippets from the first results page, and correctly identified the actor used as apify/google-search-scraper." }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "e908a755dc8d7661", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:29:03.675Z", "day": "2026-10-15", "traceId": "73f917f1a6ec55d56b47bf7c7b3ffb6d", "observationId": "b4a50ac63fb36abd", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/73f917f1a6ec55d56b47bf7c7b3ffb6d?observation=b4a50ac63fb36abd", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T17:56:26.557Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T17:56:26.513Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-15T17:56:08.129Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-15T17:56:08.028Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:56:07.989Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-15T17:56:07.952Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The agent knew saveHtml was needed (the task explicitly asked for 'full HTML of the pages') but never included saveHtml=true in any of its API calls. It also launched a second run to fix the page count issue but still omitted saveHtml, showing a reasoning failure rather than an Actor or surface problem.", "timestamp": "2026-10-15T17:56:07.908Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never enabled saveHtml=true (confirmed FAIL by deterministic check), the page cap was not properly set in the second run, only 1 page was scraped, and the agent ran out of turns without delivering a final report confirming HTML was saved.", "timestamp": "2026-10-15T17:56:07.873Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent launched a second run unnecessarily after the first succeeded, and the second run was still running when the agent ran out of turns, wasting time without improving on the missing saveHtml parameter.", "timestamp": "2026-10-15T17:56:07.826Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first run returned invalid-input for crawlerType 'jsd', the agent correctly fixed it to 'cheerio' and retried successfully.", "timestamp": "2026-10-15T17:56:07.785Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and correctly reported 1 page was crawled, using actual API data rather than inventing results.", "timestamp": "2026-10-15T17:56:07.739Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent failed to set saveHtml=true (deterministic check FAIL) and also failed to set maxCrawlPages=10 (used 9999999 in the second run with pseudoUrls instead of includeUrlGlobs+maxPagesPerCrawl). The first run had maxPagesPerCrawl=10 but no saveHtml. The second run omitted both maxPagesPerCrawl cap and saveHtml.", "timestamp": "2026-10-15T17:56:07.704Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/website-content-crawler for the task, which is the intended subject.", "timestamp": "2026-10-15T17:56:07.645Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:32:27.910Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-15T17:32:27.866Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-15T17:32:27.827Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml = false (expected true)", "timestamp": "2026-10-15T17:32:27.787Z", "metadata": {} }, "check.sectionFilter": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeUrlGlobs", "timestamp": "2026-10-15T17:32:27.738Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: maxCrawlPages = 9999999 (expected at most 10)", "timestamp": "2026-10-15T17:32:27.694Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-15T17:32:27.654Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T17:32:27.596Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-15T17:32:27.477Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "saveHtml", "pageCap" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "e908a755dc8d7661", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:29:03.675Z", "day": "2026-10-15", "traceId": "41f7a1824b2f3fce494edc87b7c0496b", "observationId": "6d088564ed88a58d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/41f7a1824b2f3fce494edc87b7c0496b?observation=6d088564ed88a58d", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:56:25.371Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:56:25.330Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:56:14.029Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:56:13.934Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "none", "comment": "the agent ran no Actor", "timestamp": "2026-10-15T17:56:13.893Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T17:56:13.827Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:56:13.786Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:56:13.748Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never successfully ran any actor and never retrieved any Instagram posts; the final answer is just an intermediate status message, not the required two-line format with actor name and post count.", "timestamp": "2026-10-15T17:56:13.708Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent multiple turns on API structure debugging before finding actors, then picked the wrong actor, and made repeated failed attempts against the concurrent-runs limit without escalating to a different strategy.", "timestamp": "2026-10-15T17:56:13.662Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the concurrent-runs-limit-exceeded error appeared, the agent checked for running jobs (found 0), waited 2 seconds, and retried — but the error persisted and the agent ran out of turns without finding an alternative approach like using apify/instagram-scraper or waiting longer.", "timestamp": "2026-10-15T17:56:13.622Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent first tried username as a string, got an error, then correctly switched to an array ['nasa'] with postsLimit:3, which is a reasonable correction.", "timestamp": "2026-10-15T17:56:13.570Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent found apify/instagram-scraper in the actor list but chose apify/instagram-post-scraper (nH2AHrwxeTRJoN5hX) instead, which is scored as a miss per the task reference.", "timestamp": "2026-10-15T17:56:13.519Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:30:29.794Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T17:30:29.758Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:30:29.723Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-15T17:30:29.647Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:30:29.605Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "none", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper" }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "e908a755dc8d7661", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:29:03.675Z", "day": "2026-10-15", "traceId": "d06983b745f28e19d6509a87cebe38ba", "observationId": "92c6bfc799331ccd", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d06983b745f28e19d6509a87cebe38ba?observation=92c6bfc799331ccd", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:56:25.997Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:56:25.963Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check country: apify/google-search-scraper: countryCode is missing (expected \"de\")", "timestamp": "2026-10-15T17:56:13.607Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check country: apify/google-search-scraper: countryCode is missing (expected \"de\")", "timestamp": "2026-10-15T17:56:13.506Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:56:13.463Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:56:13.424Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "check country: apify/google-search-scraper: countryCode is missing (expected \"de\")", "timestamp": "2026-10-15T17:56:13.374Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 9 organic results and the top 3 domains (null-leasing.com, leasingmarkt.de, insta-drive.com) from actual retrieved data, but the results are from US Google (gl=us) rather than German Google (gl=de) due to the missing countryCode parameter, so the task of getting 'German Google results' was not fully satisfied.", "timestamp": "2026-10-15T17:56:13.335Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent needed 4 attempts to get the correct API endpoint and input format, which is somewhat inefficient but each step addressed a specific error returned by the API.", "timestamp": "2026-10-15T17:56:13.185Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent encountered multiple errors (wrong endpoint format, wrong input field name) and successfully recovered by adjusting the API endpoint and input format until the Actor ran successfully.", "timestamp": "2026-10-15T17:56:13.151Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent extracted organic result count (9) and top 3 domains directly from the dataset items returned by the Actor, not from prior knowledge.", "timestamp": "2026-10-15T17:56:13.110Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent used `languageCode: 'de'` and `maxPagesPerQuery: 1` correctly, but omitted `countryCode: 'de'` (confirmed FAIL by the deterministic check), meaning the search ran against google.com with US country code instead of German Google.", "timestamp": "2026-10-15T17:56:13.058Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose to use the apify/google-search-scraper Actor via the Apify API, which is exactly the tool specified in the task.", "timestamp": "2026-10-15T17:56:13.009Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:31:04.793Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: country", "timestamp": "2026-10-15T17:31:04.749Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T17:31:04.718Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T17:31:04.683Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T17:31:04.640Z", "metadata": {} }, "check.lang": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): languageCode", "timestamp": "2026-10-15T17:31:04.606Z", "metadata": {} }, "check.country": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper: countryCode is missing (expected \"de\")", "timestamp": "2026-10-15T17:31:04.575Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T17:31:04.532Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T17:31:04.494Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T17:31:04.410Z", "metadata": {} } }, "verdict": "fail", "fixArea": "input-schema", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "country" ], "judgeComment": "FAIL: check country: apify/google-search-scraper: countryCode is missing (expected \"de\")" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "e908a755dc8d7661", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:29:03.675Z", "day": "2026-10-15", "traceId": "4ccac539b0d4df0f5ba5894f88a45ac7", "observationId": "abfb1f777bf11f56", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4ccac539b0d4df0f5ba5894f88a45ac7?observation=abfb1f777bf11f56", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-15T17:56:14.827Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:56:14.736Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent chose the correct actor and set correct inputs, but its polling strategy (multiple overlapping tight loops totaling 300+ seconds of active polling) consumed the session time budget without ever fetching results. A single background wait with a longer sleep interval would have left time to retrieve and report the data.", "timestamp": "2026-10-15T17:56:14.693Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is 'Still waiting for the Website Content Crawler to finish processing the pages' — no page count, no titles, and no Actor line was provided; the task was not completed.", "timestamp": "2026-10-15T17:56:14.654Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent excessive time in polling loops (60 attempts × 2s, then 120 attempts × 1s, then 60 attempts × 5s) rather than using a single longer background wait, leading to session timeout without results.", "timestamp": "2026-10-15T17:56:14.610Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor run was still RUNNING after 5+ minutes of polling; the agent kept retrying with background tasks and scheduled wakeups, which was reasonable, but the session hit its time limit before completion.", "timestamp": "2026-10-15T17:56:14.578Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The session timed out before the actor run completed, so no dataset results were ever retrieved or used in the final answer.", "timestamp": "2026-10-15T17:56:14.541Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with startUrls set to https://docs.apify.com/academy, maxPagesPerCrawl: 20, and convertLinksToMarkdown: true — all sensible inputs for the task.", "timestamp": "2026-10-15T17:56:14.505Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified apify/website-content-crawler as the appropriate actor for extracting LLM-ready text, which matches the intended subject.", "timestamp": "2026-10-15T17:56:14.466Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-15T17:37:04.283Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, startUrl", "timestamp": "2026-10-15T17:37:04.246Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:37:04.212Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:37:04.171Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:37:04.134Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-15T17:37:04.056Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:37:03.971Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pageCap", "startUrl", "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "e908a755dc8d7661", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:29:03.675Z", "day": "2026-10-15", "traceId": "64682d5213c6fe2c1c6028d76d0084c5", "observationId": "acdaaea4619b8af5", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/64682d5213c6fe2c1c6028d76d0084c5?observation=acdaaea4619b8af5", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:56:25.755Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:56:25.715Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check aiModeOn: apify/google-search-scraper: aiModeSearch.enableAiMode = false (expected true)", "timestamp": "2026-10-15T17:56:19.818Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check aiModeOn: apify/google-search-scraper: aiModeSearch.enableAiMode = false (expected true)", "timestamp": "2026-10-15T17:56:19.712Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:56:19.670Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:56:19.635Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "check aiModeOn: apify/google-search-scraper: aiModeSearch.enableAiMode = false (expected true)", "timestamp": "2026-10-15T17:56:19.595Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never successfully ran the Actor with AI Mode enabled and a UK country code, so no AI Mode answer text or source count was reported.", "timestamp": "2026-10-15T17:56:19.559Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made multiple redundant attempts with the same incorrect input (includeAiMode instead of aiModeSearch.enableAiMode) and spent many turns waiting and retrying without fixing the core input schema problem.", "timestamp": "2026-10-15T17:56:19.519Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The agent encountered concurrent-runs-limit-exceeded errors repeatedly and tried waiting, but kept hitting the same error without investigating why (other runs were still consuming slots), and never resolved the issue before running out of turns.", "timestamp": "2026-10-15T17:56:19.483Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent used 'includeAiMode: true' instead of the correct nested field 'aiModeSearch.enableAiMode: true', and used 'countryCode: UK' initially (wrong) then corrected to 'gb', but never used the proper aiModeSearch structure — confirmed by the deterministic check showing aiModeSearch.enableAiMode = false.", "timestamp": "2026-10-15T17:56:19.431Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified apify/google-search-scraper as the Actor to use for this task.", "timestamp": "2026-10-15T17:56:19.387Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:31:14.691Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: aiModeOn", "timestamp": "2026-10-15T17:31:14.649Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 1 of 1 items missing aiModeResult", "timestamp": "2026-10-15T17:31:14.610Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T17:31:14.574Z", "metadata": {} }, "check.country": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: countryCode is missing (expected \"gb\")", "timestamp": "2026-10-15T17:31:14.540Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T17:31:14.500Z", "metadata": {} }, "check.aiModeOn": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper: aiModeSearch.enableAiMode = false (expected true)", "timestamp": "2026-10-15T17:31:14.433Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T17:31:14.362Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T17:31:14.318Z", "metadata": {} } }, "verdict": "fail", "fixArea": "input-schema", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "country", "aiModeOn" ], "judgeComment": "FAIL: check aiModeOn: apify/google-search-scraper: aiModeSearch.enableAiMode = false (expected true)" }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "e908a755dc8d7661", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:29:03.675Z", "day": "2026-10-15", "traceId": "c45b37600459b34599032eb24621e5b6", "observationId": "16e0ef8b62cc91f9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c45b37600459b34599032eb24621e5b6?observation=16e0ef8b62cc91f9", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:56:26.236Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:56:26.197Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check shape: answer does not match /\\d[\\d,]{5,}/", "timestamp": "2026-10-15T17:56:25.089Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check shape: answer does not match /\\d[\\d,]{5,}/", "timestamp": "2026-10-15T17:56:24.994Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:56:24.952Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:56:24.907Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check shape: answer does not match /\\d[\\d,]{5,}/; check profileUrl: apify/instagram-scraper: directUrls[0] is missing (expected to match /instagram\\.com/nasa/); check followers: answer has no value for /([\\d,]{9,})\\s*followers|followers?[^0-9]{0,30}([\\d,]{9,})/", "timestamp": "2026-10-15T17:56:24.867Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns without retrieving any Instagram data; the final answer is just the opening statement with no follower count, average likes, or engagement interpretation. The deterministic checks confirm shape FAIL and followers FAIL.", "timestamp": "2026-10-15T17:56:24.832Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 16 tool calls trying various input formats and debugging, but never consulted the Actor's input schema to find the correct `directUrls` parameter, leading to repeated failures.", "timestamp": "2026-10-15T17:56:24.795Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The agent tried multiple input formats (usernames, username, startUrls) after the initial failure, but never tried the correct `directUrls` format. It also hit a concurrent-runs-limit error and ran out of turns without resolving it.", "timestamp": "2026-10-15T17:56:24.764Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first run used `{\"usernames\": [\"nasa\"]}` which the log shows resulted in '0 direct URLs' - the correct input should use `directUrls` with the Instagram profile URL. The deterministic check confirms profileUrl FAIL because directUrls[0] is missing. Subsequent attempts used `startUrls` and `username` which also failed.", "timestamp": "2026-10-15T17:56:24.723Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-scraper, which is the intended Actor for this task.", "timestamp": "2026-10-15T17:56:24.680Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:30:53.125Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape, profileUrl, followers", "timestamp": "2026-10-15T17:30:53.060Z", "metadata": {} }, "check.followers": { "value": 0, "stringValue": null, "comment": "FAIL: answer has no value for /([\\d,]{9,})\\s*followers|followers?[^0-9]{0,30}([\\d,]{9,})/", "timestamp": "2026-10-15T17:30:53.022Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-15T17:30:52.957Z", "metadata": {} }, "check.profileUrl": { "value": 0, "stringValue": null, "comment": "FAIL: apify/instagram-scraper: directUrls[0] is missing (expected to match /instagram\\.com/nasa/)", "timestamp": "2026-10-15T17:30:52.916Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T17:30:52.860Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-10-15T17:30:52.778Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\d[\\d,]{5,}/", "timestamp": "2026-10-15T17:30:52.722Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "followers", "profileUrl", "shape" ], "judgeComment": "FAIL: check shape: answer does not match /\\d[\\d,]{5,}/" }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "e908a755dc8d7661", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:30:29.827Z", "day": "2026-10-15", "traceId": "e31d60e947528ffb5d1415f24773e6ba", "observationId": "ce0ba959598c26c2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e31d60e947528ffb5d1415f24773e6ba?observation=ce0ba959598c26c2", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-15T17:56:03.584Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:56:03.496Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The final error 'concurrent-runs-limit-exceeded' (from /tmp/run_response.json) blocked the agent from running the correctly identified actor apify/google-search-scraper even after it fixed the input format. The API surface returned this limit error without any actionable guidance, and the session timed out as a result.", "timestamp": "2026-10-15T17:56:03.454Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No Google Search results were ever returned; the session timed out with a concurrent-runs-limit error before any successful actor run, so the task was not completed.", "timestamp": "2026-10-15T17:56:03.418Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent multiple turns trying wrong actor names before discovering the correct one via listing, and the initial wrong input format added an extra failed attempt, making the path inefficient.", "timestamp": "2026-10-15T17:56:03.383Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent correctly diagnosed the 'Actor with this name was not found' error and searched for the right actor, then fixed the input type error from array to string, but could not recover from the concurrent-runs-limit-exceeded error which ended the session.", "timestamp": "2026-10-15T17:56:03.341Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "No actor run ever succeeded (all Run IDs were null due to errors), so no data was retrieved and none could be utilized.", "timestamp": "2026-10-15T17:56:03.299Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first attempt used 'queries' as an array which failed with 'Field input.queries must be string'; the agent corrected this to a string on the second attempt, showing eventual correctness, but the second attempt hit a concurrent-runs-limit error.", "timestamp": "2026-10-15T17:56:03.257Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified apify/google-search-scraper from the actor list and attempted to use it via the Apify API with Bash/curl calls.", "timestamp": "2026-10-15T17:56:03.183Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-15T17:38:30.384Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T17:38:30.327Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:38:30.234Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/google-search-scraper\"", "timestamp": "2026-10-15T17:38:30.193Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:38:30.102Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "e908a755dc8d7661", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:30:53.163Z", "day": "2026-10-15", "traceId": "ecc8efccca5c146a714df8af4d35cbec", "observationId": "19100bdb13d845a4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ecc8efccca5c146a714df8af4d35cbec?observation=19100bdb13d845a4", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T17:56:26.477Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T17:56:26.437Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:56:02.788Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:56:02.667Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:56:02.596Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:56:02.559Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "readme-docs", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:56:02.523Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No Actor run was ever started successfully; the facts confirm 0 Actor runs, and the agent ran out of turns without crawling any pages, reporting page counts, or saving HTML.", "timestamp": "2026-10-15T17:56:02.477Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent multiple turns trying alternative actor ID formats (/call endpoint, slash-separated ID) that were not valid, and checked actor search endpoints that returned errors, rather than focusing on resolving the concurrency limit issue.", "timestamp": "2026-10-15T17:56:02.433Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the first attempt failed with 'concurrent-runs-limit-exceeded', the agent waited 30 seconds and retried, then checked running actors. However, it never found a way to resolve the concurrency issue (e.g., aborting existing runs or waiting longer), and ran out of turns without completing the task.", "timestamp": "2026-10-15T17:56:02.396Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent constructed a reasonable input JSON with startUrls, maxPagesPerCrawl:10, and includeHtmlInOutput:true, but lacked URL filtering (include globs) to keep crawl within /platform section. The actor ID format 'apify~website-content-crawler' was correct for the API.", "timestamp": "2026-10-15T17:56:02.319Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified that it should use the Apify API via Bash/curl to run the apify/website-content-crawler Actor, which is the right approach for the surface (raw HTTP API).", "timestamp": "2026-10-15T17:56:02.281Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:32:32.337Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, ranOk, startUrl", "timestamp": "2026-10-15T17:32:32.300Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run to read items from", "timestamp": "2026-10-15T17:32:32.262Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:32:32.214Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:32:32.183Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:32:32.142Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:32:32.084Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:32:32.035Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:32:31.935Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "readme-docs", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter", "pageCap", "startUrl", "ranOk", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "e908a755dc8d7661", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:31:04.870Z", "day": "2026-10-15", "traceId": "dc2bc18b0e7913c6434b7b22331cf0fc", "observationId": "28d1125931256e07", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/dc2bc18b0e7913c6434b7b22331cf0fc?observation=28d1125931256e07", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T17:56:26.396Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T17:56:26.356Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:56:02.537Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:56:02.436Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "none", "comment": "the agent ran no Actor", "timestamp": "2026-10-15T17:56:02.393Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T17:56:02.301Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:56:02.251Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:56:02.199Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No Actor run was ever started successfully (confirmed by facts: 0 Actor runs), no pages were crawled, no titles were reported, and the final answer is incomplete mid-sentence. The task was not completed.", "timestamp": "2026-10-15T17:56:02.157Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent many turns repeatedly retrying the same failing approach (waiting and retrying) without taking effective action like aborting existing runs, even after it retrieved the run IDs. This was inefficient repetition.", "timestamp": "2026-10-15T17:56:02.116Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The agent encountered a concurrent-runs-limit-exceeded error repeatedly. It tried waiting (sleep 15, 30, 45, 60 seconds) and switching to a different actor (web-scraper), but never attempted to abort existing runs despite identifying their IDs, and never succeeded in starting a run. The recovery attempts were insufficient and the agent ran out of turns.", "timestamp": "2026-10-15T17:56:02.066Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first POST to apify~website-content-crawler included correct fields: startUrls, crawlerType, maxCrawlDepth, maxPagesPerCrawl with value 20, and the correct URL. The inputs were well-formed.", "timestamp": "2026-10-15T17:56:01.942Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified apify/website-content-crawler as the right tool for LLM-ready text extraction, which is the intended subject. However, it also attempted apify/web-scraper as a fallback, which is not appropriate for LLM-ready text extraction.", "timestamp": "2026-10-15T17:56:01.850Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:35:17.479Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, startUrl", "timestamp": "2026-10-15T17:35:17.441Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:35:17.403Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:35:17.360Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:35:17.313Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-15T17:35:17.234Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:35:17.154Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "none", "infraOk": true, "failedChecks": [ "pageCap", "startUrl", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler" }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "e908a755dc8d7661", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:31:14.732Z", "day": "2026-10-15", "traceId": "0c03ff0c65552f10860729de2a1e9392", "observationId": "6b68df9be1363bac", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0c03ff0c65552f10860729de2a1e9392?observation=6b68df9be1363bac", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:56:26.158Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:56:26.114Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:55:54.631Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:55:54.531Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:55:54.491Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:55:54.451Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "readme-docs", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:55:54.415Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never ran the Actor, never retrieved any Instagram data, and could not provide follower count, average likes, or engagement interpretation as required by the task.", "timestamp": "2026-10-15T17:55:54.381Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made three tool calls but none progressed toward the actual goal; it got stuck on authentication issues rather than fixing the URL format error first.", "timestamp": "2026-10-15T17:55:54.325Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "After the first API call failed with 'page-not-found', the agent pivoted to checking authentication rather than fixing the URL format, and then got blocked trying to read the token, ultimately failing to recover and complete the task.", "timestamp": "2026-10-15T17:55:54.278Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first curl call used the wrong endpoint format '/v2/acts/apify/instagram-scraper/runs' which returned a 'page-not-found' error; the correct format should use '~' separator or URL-encoded actor ID like 'apify~instagram-scraper'.", "timestamp": "2026-10-15T17:55:54.243Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent attempted to use Bash to call the Apify API via curl, which is a reasonable approach for the 'api' surface, and targeted the correct apify/instagram-scraper Actor.", "timestamp": "2026-10-15T17:55:54.211Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:31:46.058Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape, rightActor, ranOk, profileUrl, followers", "timestamp": "2026-10-15T17:31:46.017Z", "metadata": {} }, "check.followers": { "value": 0, "stringValue": null, "comment": "FAIL: answer has no value for /([\\d,]{9,})\\s*followers|followers?[^0-9]{0,30}([\\d,]{9,})/", "timestamp": "2026-10-15T17:31:45.981Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-15T17:31:45.940Z", "metadata": {} }, "check.profileUrl": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:31:45.896Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:31:45.855Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:31:45.763Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\d[\\d,]{5,}/", "timestamp": "2026-10-15T17:31:45.697Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "readme-docs", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "followers", "profileUrl", "ranOk", "rightActor", "shape" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper" }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "e908a755dc8d7661", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:31:46.091Z", "day": "2026-10-15", "traceId": "c250ca1ebd8fdd5f1e3e80c3f35f74a1", "observationId": "1d7e8160d0058e3c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c250ca1ebd8fdd5f1e3e80c3f35f74a1?observation=1d7e8160d0058e3c", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:56:25.299Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:56:25.235Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:55:52.835Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:55:52.734Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "none", "comment": "the agent ran no Actor", "timestamp": "2026-10-15T17:55:52.704Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T17:55:52.644Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:55:52.596Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:55:52.545Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never successfully ran any actor and produced no final answer with the required format (Actor: / Posts:); it ran out of turns with only an introductory statement.", "timestamp": "2026-10-15T17:55:52.504Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent retried the same actor multiple times after getting the same concurrent-runs-limit-exceeded error, and spent several turns investigating the API structure rather than finding an alternative approach or diagnosing the root cause.", "timestamp": "2026-10-15T17:55:52.459Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the concurrent-runs-limit-exceeded error appeared, the agent checked active runs (found 0), then retried the same actor again getting the same error - it could not resolve the contradiction between 0 active runs and the concurrent limit error, and never found a workaround.", "timestamp": "2026-10-15T17:55:52.401Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used correct API endpoint format (apify~instagram-scraper) and provided reasonable input parameters (username: nasa, resultsLimit: 3), though the input schema may not match exactly.", "timestamp": "2026-10-15T17:55:52.342Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and attempted to use apify/instagram-scraper via Bash/curl calls to the Apify API, which is the appropriate tool for this task.", "timestamp": "2026-10-15T17:55:52.281Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:32:46.165Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T17:32:46.124Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:32:46.079Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-15T17:32:45.980Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:32:45.890Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "none", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper" }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "e908a755dc8d7661", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:32:27.946Z", "day": "2026-10-15", "traceId": "6a609032e9582ed845aeab8d25444313", "observationId": "9c1c97f5ef3aa20b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6a609032e9582ed845aeab8d25444313?observation=9c1c97f5ef3aa20b", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:56:25.679Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:56:25.640Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:55:50.045Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:55:49.906Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:55:49.870Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:55:49.825Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "readme-docs", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:55:49.742Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required reporting the AI Mode answer text and source count, but no Actor run completed and no data was retrieved, so the task was not fulfilled.", "timestamp": "2026-10-15T17:55:49.699Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 5+ retry attempts with identical inputs after hitting the concurrent-runs-limit, which was repetitive and unproductive; it could have tried to abort existing runs or taken a different approach sooner.", "timestamp": "2026-10-15T17:55:49.659Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent handled the invalid-input errors by correcting the input format, and when hitting the concurrent-runs-limit, it attempted multiple retries with increasing wait times, which is reasonable though ultimately unsuccessful.", "timestamp": "2026-10-15T17:55:49.609Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent eventually corrected the input format (queries as string, countryCode as 'gb'), but critically never included the aiModeSearch.enableAiMode flag required to get Google AI Mode answers, which is the core requirement of the task.", "timestamp": "2026-10-15T17:55:49.566Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and attempted to use the apify/google-search-scraper Actor via the Apify API, which is the appropriate tool for this task.", "timestamp": "2026-10-15T17:55:49.518Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:34:21.160Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, ranOk, aiModeOn, query", "timestamp": "2026-10-15T17:34:21.124Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run to read items from", "timestamp": "2026-10-15T17:34:21.056Z", "metadata": {} }, "check.pages": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:34:21.012Z", "metadata": {} }, "check.country": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:34:20.972Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:34:20.935Z", "metadata": {} }, "check.aiModeOn": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:34:20.896Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:34:20.817Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:34:20.732Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "readme-docs", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "pages", "country", "query", "aiModeOn", "ranOk", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper" }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "e908a755dc8d7661", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:32:32.372Z", "day": "2026-10-15", "traceId": "5f27e4b0e41cbc2b19282b44ef104e24", "observationId": "a9de3155ae801040", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5f27e4b0e41cbc2b19282b44ef104e24?observation=a9de3155ae801040", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:56:25.927Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:56:25.886Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:55:50.085Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:55:49.980Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:55:49.940Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:55:49.902Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "readme-docs", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:55:49.862Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The actor never ran due to the concurrent runs limit, so no organic results count or top domains were reported; the task was not completed.", "timestamp": "2026-10-15T17:55:49.830Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made three launch attempts with input corrections, then checked running actors and tried to free slots — this was reasonably direct given the constraints, though the loop attempt that got blocked added minor overhead.", "timestamp": "2026-10-15T17:55:49.794Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent adapted input format across three attempts (fixing 'searchQuery' to array 'queries' to string 'queries'), then correctly diagnosed the concurrent-runs-limit error and explained options to the user rather than giving up silently.", "timestamp": "2026-10-15T17:55:49.757Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "After two failed attempts with wrong input formats, the agent correctly used 'queries' as a string with 'countryCode': 'de', 'languageCode': 'de', which matches the actor's expected input schema.", "timestamp": "2026-10-15T17:55:49.717Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and attempted to use the Apify API to run apify/google-search-scraper, which is the appropriate tool for this task.", "timestamp": "2026-10-15T17:55:49.681Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:33:40.700Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, ranOk, query, country, items, fields", "timestamp": "2026-10-15T17:33:40.647Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run to read items from", "timestamp": "2026-10-15T17:33:40.595Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run to read items from", "timestamp": "2026-10-15T17:33:40.549Z", "metadata": {} }, "check.pages": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:33:40.506Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:33:40.461Z", "metadata": {} }, "check.country": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:33:40.418Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:33:40.364Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:33:40.324Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:33:40.230Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "readme-docs", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "items", "pages", "lang", "country", "query", "ranOk", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper" }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "e908a755dc8d7661", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:32:46.198Z", "day": "2026-10-15", "traceId": "c9bc3675ab5f29ae07d55aca447657d1", "observationId": "b45d6bc3b5b24406", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c9bc3675ab5f29ae07d55aca447657d1?observation=b45d6bc3b5b24406", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T17:56:25.527Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T17:56:25.489Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:55:42.304Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:55:42.201Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "none", "comment": "the agent ran no Actor", "timestamp": "2026-10-15T17:55:42.161Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T17:55:42.120Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:55:42.081Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:55:42.045Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No Actor run completed successfully (confirmed by facts: 0 Actor runs), no organic search results were returned, and the agent ran out of turns without fulfilling the task.", "timestamp": "2026-10-15T17:55:42.010Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made multiple redundant attempts with slightly varying inputs (trying 'searchQueries', then 'queries' as array, then 'queries' as string inside 'input', then outside 'input'), which shows some inefficiency, but it was working through the problem systematically.", "timestamp": "2026-10-15T17:55:41.970Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent iteratively tried different input formats after each error, eventually discovering the correct field name and type ('queries' as a string), but ran out of turns before successfully completing a run; the final error was a concurrent runs limit rather than an input error, suggesting the agent was close to success.", "timestamp": "2026-10-15T17:55:41.926Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent struggled with the input schema - first tried 'searchQueries' (wrong field name), then tried 'queries' wrapped in an array (wrong type), and eventually got the right field name 'queries' as a string but placed it outside the 'input' wrapper, which finally triggered a different error (concurrent runs limit) suggesting the format was actually correct at that point.", "timestamp": "2026-10-15T17:55:41.895Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified apify/google-search-scraper as the right actor for scraping Google Search results, which is the intended subject.", "timestamp": "2026-10-15T17:55:41.857Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:33:59.144Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T17:33:59.102Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:33:59.049Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/google-search-scraper\"", "timestamp": "2026-10-15T17:33:58.973Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:33:58.857Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "none", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper" }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "e908a755dc8d7661", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:33:40.742Z", "day": "2026-10-15", "traceId": "18ea83c24b918fef698900755b2330f2", "observationId": "5d7dd9aaa4fd9a96", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/18ea83c24b918fef698900755b2330f2?observation=5d7dd9aaa4fd9a96", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-15T17:55:43.724Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:55:43.623Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The Apify API returned a 'concurrent-runs-limit-exceeded' error on the very first run attempt, and the agent had no way to resolve this — it could not abort other runs or bypass the limit. The surface (raw API) provided no mechanism for the agent to manage or preempt existing runs, causing the session to time out while waiting. A surface-level improvement (e.g., exposing run management or providing clearer guidance on handling concurrency limits) would have allowed task completion.", "timestamp": "2026-10-15T17:55:43.586Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No Actor run was ever started (confirmed by deterministic checks: rightActor FAIL, ranOk FAIL), so no pages were crawled, no clean text or HTML was retrieved, and the task was not completed.", "timestamp": "2026-10-15T17:55:43.552Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent all its time polling for a free slot (10 attempts × 15s + 20 attempts × 15s), which was the only viable path given the constraint, but the repeated identical polling without escalation or alternative approach (e.g., aborting an existing run) was somewhat inefficient.", "timestamp": "2026-10-15T17:55:43.517Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the concurrent-runs-limit-exceeded error occurred, the agent reasonably polled for available slots repeatedly, but the session timed out before a slot freed up — the recovery strategy was sound but ultimately unsuccessful due to infrastructure constraints.", "timestamp": "2026-10-15T17:55:43.477Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The initial curl POST included startUrls with the platform URL, maxPages:10, includedUrlPatterns for the platform section, and proxy configuration; however, saveHtml/htmlTransformer was not explicitly set, and a nonsensical pageFunction was included, but the core arguments were mostly correct.", "timestamp": "2026-10-15T17:55:43.442Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified apify/website-content-crawler and attempted to call it via the Apify REST API using Bash/curl, which is the appropriate tool for this surface.", "timestamp": "2026-10-15T17:55:43.410Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-15T17:41:41.625Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, ranOk, startUrl", "timestamp": "2026-10-15T17:41:41.583Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run to read items from", "timestamp": "2026-10-15T17:41:41.548Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:41:41.513Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:41:41.481Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:41:41.413Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:41:41.359Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:41:41.289Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:41:41.242Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "items", "saveHtml", "sectionFilter", "pageCap", "startUrl", "ranOk", "rightActor" ], "judgeComment": null }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "e908a755dc8d7661", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:33:59.197Z", "day": "2026-10-15", "traceId": "107af3bb809878345ef24f9c6e1ea360", "observationId": "4746e7768ad25a30", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/107af3bb809878345ef24f9c6e1ea360?observation=4746e7768ad25a30", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T17:56:26.322Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T17:56:26.275Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:55:40.240Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:55:40.144Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "none", "comment": "the agent ran no Actor", "timestamp": "2026-10-15T17:55:40.101Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T17:55:40.061Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:55:40.028Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:55:39.993Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns without ever successfully launching the Actor, retrieving any pages, or reporting page counts and titles as required by the task.", "timestamp": "2026-10-15T17:55:39.955Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent many turns debugging the concurrent limit issue and tried a non-existent Actor (apify~readability-text-extractor), wasting turns instead of waiting more effectively or using a different approach.", "timestamp": "2026-10-15T17:55:39.911Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the concurrent-runs-limit-exceeded error occurred, the agent checked running counts and waited, but never successfully launched a run before running out of turns.", "timestamp": "2026-10-15T17:55:39.838Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "No Actor run succeeded (0 runs recorded per facts), so there was no data to utilize; the agent never reported page counts or titles.", "timestamp": "2026-10-15T17:55:39.794Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used correct inputs: startUrls with the academy URL, maxPagesToCrawl: 20, and content-related flags like onlyContentfulText and includeMarkdown.", "timestamp": "2026-10-15T17:55:39.717Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified apify/website-content-crawler as the right tool for LLM-ready text extraction, which matches the intended subject.", "timestamp": "2026-10-15T17:55:39.669Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:35:11.012Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, startUrl", "timestamp": "2026-10-15T17:35:10.977Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:35:10.930Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:35:10.883Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:35:10.844Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-15T17:35:10.757Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:35:10.711Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "none", "infraOk": true, "failedChecks": [ "pageCap", "startUrl", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler" }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "e908a755dc8d7661", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:34:21.193Z", "day": "2026-10-15", "traceId": "def2a1a27ddfb7687dd693bd070d420e", "observationId": "18e666aa172c21df", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/def2a1a27ddfb7687dd693bd070d420e?observation=18e666aa172c21df", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:56:26.077Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:56:26.035Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:55:39.693Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:55:39.578Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:55:39.529Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:55:39.490Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "readme-docs", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:55:39.444Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never retrieved follower count, average likes, or any Instagram data for @nasa, and the final answer is just an intermediate status message rather than the requested information.", "timestamp": "2026-10-15T17:55:39.398Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent many turns retrying with the same or slightly varied incorrect inputs, and also explored unrelated Actor search queries instead of consulting the Actor's input schema to fix the root cause.", "timestamp": "2026-10-15T17:55:39.347Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The agent attempted multiple retries for the concurrent-runs-limit error and tried different input formats, but never resolved the 'no_items' error or successfully retrieved NASA's Instagram data before running out of turns.", "timestamp": "2026-10-15T17:55:39.307Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent used wrong input field names (e.g., 'username' instead of the correct field like 'usernames' or 'directUrls'), and tried invalid resultsType values like 'profile', leading to repeated errors; however it did eventually use valid values like 'details' and 'posts'.", "timestamp": "2026-10-15T17:55:39.221Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified apify/instagram-scraper as the target Actor and attempted to call it via the Apify API, which is the right tool for the task.", "timestamp": "2026-10-15T17:55:39.168Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:37:08.303Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape, rightActor, ranOk, profileUrl, followers", "timestamp": "2026-10-15T17:37:08.264Z", "metadata": {} }, "check.followers": { "value": 0, "stringValue": null, "comment": "FAIL: answer has no value for /([\\d,]{9,})\\s*followers|followers?[^0-9]{0,30}([\\d,]{9,})/", "timestamp": "2026-10-15T17:37:08.229Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-15T17:37:08.195Z", "metadata": {} }, "check.profileUrl": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:37:08.158Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:37:08.121Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:37:08.074Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\d[\\d,]{5,}/", "timestamp": "2026-10-15T17:37:08.011Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "readme-docs", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "followers", "profileUrl", "ranOk", "rightActor", "shape" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper" }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "e908a755dc8d7661", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:35:11.046Z", "day": "2026-10-15", "traceId": "d2d537f3cba8432a4405d2baade7ac44", "observationId": "a76f0e1c8c30a4d4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d2d537f3cba8432a4405d2baade7ac44?observation=a76f0e1c8c30a4d4", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:56:25.199Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:56:25.160Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:55:28.186Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:55:28.069Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "none", "comment": "the agent ran no Actor", "timestamp": "2026-10-15T17:55:28.021Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T17:55:27.983Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:55:27.939Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:55:27.900Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns with the actor still RUNNING and never produced the required two-line answer with actor name and post count.", "timestamp": "2026-10-15T17:55:27.854Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent many turns dealing with concurrent run limits and input schema errors, and then exhausted all 60 polling attempts waiting for a run that never completed, making the path very inefficient.", "timestamp": "2026-10-15T17:55:27.815Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent handled the concurrent-runs-limit error by waiting for slots to free up, and handled input validation errors by correcting the schema, showing reasonable recovery attempts.", "timestamp": "2026-10-15T17:55:27.769Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The actor run never completed (stayed RUNNING for all 60 polling attempts and the agent ran out of turns), so no data was retrieved or utilized.", "timestamp": "2026-10-15T17:55:27.688Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "After initial input errors (missing 'username' field, then wrong type), the agent corrected to 'username': ['nasa'] with 'postsLimit': 3, which appears to be valid for the post-scraper actor.", "timestamp": "2026-10-15T17:55:27.642Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose apify/instagram-post-scraper instead of the intended apify/instagram-scraper, which is a wrong actor selection per the deterministic checks.", "timestamp": "2026-10-15T17:55:27.541Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:38:46.723Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T17:38:46.685Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:38:46.609Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-15T17:38:46.574Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:38:46.482Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "none", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper" }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "e908a755dc8d7661", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:35:17.514Z", "day": "2026-10-15", "traceId": "477b12dbc67c940fa2f17247a7b6b186", "observationId": "ac225e8386cfd05c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/477b12dbc67c940fa2f17247a7b6b186?observation=ac225e8386cfd05c", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:56:25.602Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:56:25.561Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check aiModeOn: apify/google-search-scraper: aiModeSearch.enableAiMode = false (expected true)", "timestamp": "2026-10-15T17:55:30.074Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check aiModeOn: apify/google-search-scraper: aiModeSearch.enableAiMode = false (expected true)", "timestamp": "2026-10-15T17:55:29.922Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:55:29.886Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:55:29.845Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "check aiModeOn: apify/google-search-scraper: aiModeSearch.enableAiMode = false (expected true)", "timestamp": "2026-10-15T17:55:29.807Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported an AI Overview answer (not an AI Mode answer) because aiModeSearch.enableAiMode was never set to true; the deterministic checks confirm aiModeOn=FAIL and fields=FAIL (missing aiModeResult), so the task of getting Google's AI Mode answer was not completed.", "timestamp": "2026-10-15T17:55:29.774Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made several failed attempts due to wrong input field names before getting the run to succeed, requiring 4 run attempts and a wait period, which is somewhat inefficient but understandable given the schema discovery process.", "timestamp": "2026-10-15T17:55:29.738Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent encountered multiple errors (invalid-input for wrong field names, concurrent-runs-limit-exceeded) and successfully adapted by fixing the queries field format and waiting for slots to free up.", "timestamp": "2026-10-15T17:55:29.697Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset results and correctly extracted the aiOverview content and sources from the actual API response, reporting the answer text and 3 sources accurately from the data.", "timestamp": "2026-10-15T17:55:29.654Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent never set aiModeSearch.enableAiMode=true (the deterministic check aiModeOn FAIL confirms this); instead it used includeAIAnswers and countryCode fields, missing the critical nested aiModeSearch object required to enable AI Mode.", "timestamp": "2026-10-15T17:55:29.618Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose to use the apify/google-search-scraper Actor via the Apify API, which is the intended tool for this task.", "timestamp": "2026-10-15T17:55:29.581Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:36:45.367Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: aiModeOn", "timestamp": "2026-10-15T17:36:45.324Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 1 of 1 items missing aiModeResult", "timestamp": "2026-10-15T17:36:45.284Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T17:36:45.225Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T17:36:45.191Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T17:36:45.155Z", "metadata": {} }, "check.aiModeOn": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper: aiModeSearch.enableAiMode = false (expected true)", "timestamp": "2026-10-15T17:36:45.119Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T17:36:45.037Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T17:36:44.956Z", "metadata": {} } }, "verdict": "fail", "fixArea": "input-schema", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "aiModeOn" ], "judgeComment": "FAIL: check aiModeOn: apify/google-search-scraper: aiModeSearch.enableAiMode = false (expected true)" }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "e908a755dc8d7661", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:36:45.400Z", "day": "2026-10-15", "traceId": "6311031c2c1fb3eaf6355772803b0eb4", "observationId": "5741813dba0e9dac", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6311031c2c1fb3eaf6355772803b0eb4?observation=5741813dba0e9dac", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:56:25.850Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:56:25.808Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:55:30.373Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:55:30.282Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:55:30.240Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:55:30.201Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "readme-docs", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:55:30.156Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No Actor run was successfully started or completed, so no organic results count or top domains were reported — the task was not completed.", "timestamp": "2026-10-15T17:55:30.118Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made three API attempts with incremental fixes, which is reasonable, but the countryCode error could have been avoided by reading the allowed values list more carefully (lowercase 'de' was in the list).", "timestamp": "2026-10-15T17:55:30.081Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent adapted to the 'queries must be string' error by switching from array to string, and attempted to handle the countryCode error by removing it, but then hit the concurrent runs limit and was blocked from aborting runs — the agent correctly explained the situation and asked for user guidance rather than giving up silently.", "timestamp": "2026-10-15T17:55:30.044Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first attempt used an array for 'queries' (invalid), the second used a string (correct format) but used 'DE' for countryCode when the allowed value is 'de' (lowercase), and the third attempt dropped countryCode entirely — so the agent never submitted a fully correct input with both the German query and proper country code.", "timestamp": "2026-10-15T17:55:29.921Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and attempted to use the apify/google-search-scraper Actor via the Apify REST API, which is the appropriate tool for this task.", "timestamp": "2026-10-15T17:55:29.880Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:37:40.216Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, ranOk, query, country, items, fields", "timestamp": "2026-10-15T17:37:40.178Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run to read items from", "timestamp": "2026-10-15T17:37:40.139Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run to read items from", "timestamp": "2026-10-15T17:37:40.097Z", "metadata": {} }, "check.pages": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:37:40.043Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:37:39.998Z", "metadata": {} }, "check.country": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:37:39.960Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:37:39.920Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:37:39.830Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:37:39.734Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "readme-docs", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "items", "pages", "lang", "country", "query", "ranOk", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper" }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "e908a755dc8d7661", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:none · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:37:04.313Z", "day": "2026-10-15", "traceId": "2ccf3771eb97ffe12c24383bb9577afd", "observationId": "bc8e3ca628db498e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2ccf3771eb97ffe12c24383bb9577afd?observation=bc8e3ca628db498e", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T17:56:25.451Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T17:56:25.410Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:55:29.588Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:55:29.464Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "none", "comment": "the agent ran no Actor", "timestamp": "2026-10-15T17:55:29.427Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T17:55:29.370Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:55:29.329Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:55:29.287Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No actor run completed, no Google Search results were scraped, and the final answer is just an incomplete statement about running the actor; the task was not completed.", "timestamp": "2026-10-15T17:55:29.252Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made multiple redundant attempts with the same parameters after receiving the same concurrent-runs-limit error, and also made unnecessary calls to check running actors that returned 0 but didn't resolve the underlying issue.", "timestamp": "2026-10-15T17:55:29.217Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The agent encountered a 'concurrent-runs-limit-exceeded' error but kept retrying with the same approach without trying alternatives like waiting, checking/aborting existing runs, or using a synchronous run endpoint; it ran out of turns without resolving the issue.", "timestamp": "2026-10-15T17:55:29.176Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "No actor run succeeded (0 Actor runs per facts), so no data was retrieved and no results were utilized or presented.", "timestamp": "2026-10-15T17:55:29.062Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "After the first attempt with wrong fields (searchQuery/maxResults), the agent corrected to use 'queries' field which is the required field per the error message 'Field input.queries is required', showing correct argument correction.", "timestamp": "2026-10-15T17:55:29.019Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified apify/google-search-scraper (id: nFJndFXA5zjCTuudP) as the right actor for scraping Google Search results, which matches the intended subject.", "timestamp": "2026-10-15T17:55:28.980Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "e908a755dc8d7661", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:38:12.135Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T17:38:12.080Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:38:12.033Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/google-search-scraper\"", "timestamp": "2026-10-15T17:38:11.811Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:38:11.717Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "none", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper" }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "8855edf842912dfe", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:43:28.890Z", "day": "2026-10-15", "traceId": "0aadab7031e9ea17b9129f043c713969", "observationId": "820ae2a130ac5449", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0aadab7031e9ea17b9129f043c713969?observation=820ae2a130ac5449", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:58:02.906Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:58:02.868Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check namedActor: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-15T17:57:48.277Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check namedActor: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-15T17:57:48.191Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-scraper", "timestamp": "2026-10-15T17:57:48.149Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T17:57:48.109Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:57:48.077Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check namedActor: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-15T17:57:48.041Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns without producing the required two-line answer with Actor name and post count; the deterministic check namedActor: FAIL confirms the answer did not contain 'apify/instagram-scraper', and no posts were successfully retrieved.", "timestamp": "2026-10-15T17:57:48.006Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran the same actor twice with nearly identical inputs without diagnosing why the first run failed, and then attempted a different actor at the end without completing the task, showing inefficiency.", "timestamp": "2026-10-15T17:57:47.964Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the first run returned 'no_items' error, the agent tried a second run with the same parameters, then attempted to switch to instagram-post-scraper (which also failed with invalid-input), but never successfully resolved the underlying issue or consulted the actor's input schema/README to fix the parameters.", "timestamp": "2026-10-15T17:57:47.926Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "Both runs returned only 1 dataset item each containing an error object ('no_items'), so there was no real post data to utilize; the agent correctly read the error responses.", "timestamp": "2026-10-15T17:57:47.885Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed 'usernames': ['nasa'], 'resultsLimit': 3, 'resultsType': 'posts' which are reasonable inputs, but the actor returned an error 'no_items' / 'Empty or private data for provided input' on both runs, suggesting the input schema may not have been fully correct.", "timestamp": "2026-10-15T17:57:47.847Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-scraper (the intended actor), confirmed by the deterministic check rightActor: PASS.", "timestamp": "2026-10-15T17:57:47.803Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:45:00.196Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor", "timestamp": "2026-10-15T17:45:00.158Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-15T17:45:00.115Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-15T17:45:00.062Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-10-15T17:44:59.996Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "namedActor" ], "judgeComment": "FAIL: check namedActor: answer does not contain \"apify/instagram-scraper\"" }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "8855edf842912dfe", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:43:28.890Z", "day": "2026-10-15", "traceId": "c785b44a6841795f668c19921d88ac26", "observationId": "e2ea3ccf001e49bd", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c785b44a6841795f668c19921d88ac26?observation=e2ea3ccf001e49bd", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-15T17:57:52.970Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:57:52.806Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent never discovered or set the aiModeSearch.enableAiMode field (which defaults to false and must be explicitly enabled), and also initially used wrong field names ('searchQuery' instead of 'queries', 'GB' instead of 'gb'). The critical missing parameter was the AI Mode enable flag, which is the entire point of the scenario.", "timestamp": "2026-10-15T17:57:52.769Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No Actor run succeeded; the agent never retrieved any AI Mode answer or source count, and the session timed out with the task incomplete.", "timestamp": "2026-10-15T17:57:52.721Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made multiple failed attempts with wrong parameters, then got stuck in a loop hitting the concurrent runs limit without checking the Actor's input schema for the aiModeSearch.enableAiMode parameter, wasting the session time.", "timestamp": "2026-10-15T17:57:52.671Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The agent correctly identified and fixed the 'queries' field name error and the 'GB' vs 'gb' country code error, and attempted to handle the concurrent runs limit by stopping background tasks and retrying, but the session timed out before a run could succeed.", "timestamp": "2026-10-15T17:57:52.630Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent initially used wrong field name 'searchQuery' (should be 'queries'), then used 'GB' instead of 'gb' for countryCode, and never included the required aiModeSearch.enableAiMode=true parameter in any attempt.", "timestamp": "2026-10-15T17:57:52.565Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used Bash to make curl calls to the Apify API, which is a reasonable approach for the API surface, but critically never enabled the AI Mode add-on (aiModeSearch.enableAiMode) in any of its attempts.", "timestamp": "2026-10-15T17:57:52.510Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-15T17:51:29.730Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, ranOk, aiModeOn, query", "timestamp": "2026-10-15T17:51:29.692Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run to read items from", "timestamp": "2026-10-15T17:51:29.616Z", "metadata": {} }, "check.pages": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:51:29.578Z", "metadata": {} }, "check.country": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:51:29.538Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:51:29.491Z", "metadata": {} }, "check.aiModeOn": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:51:29.379Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:51:29.339Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:51:29.248Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "fields", "pages", "country", "query", "aiModeOn", "ranOk", "rightActor" ], "judgeComment": null }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "8855edf842912dfe", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:43:28.890Z", "day": "2026-10-15", "traceId": "f9afe59d9af17667ad961f9dd67e85c2", "observationId": "67d9f6bb50c3d652", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f9afe59d9af17667ad961f9dd67e85c2?observation=67d9f6bb50c3d652", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:58:03.598Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:58:03.558Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:57:57.187Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:57:57.091Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "none", "comment": "the agent ran no Actor", "timestamp": "2026-10-15T17:57:57.050Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T17:57:57.012Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:57:56.966Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:57:56.923Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No Actor run was completed, no pages were crawled, no page count or titles were reported, and the final answer was just an intermediate status message — the task was not completed.", "timestamp": "2026-10-15T17:57:56.863Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent spent multiple turns discovering that the CLI was a stub, then tried the API with a wrong endpoint, then spent more turns searching for the Actor ID — the path was longer than necessary but not pointlessly repetitive.", "timestamp": "2026-10-15T17:57:56.825Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the CLI stub returned exit code 127, the agent correctly pivoted to using the Apify REST API directly, and when the first API call failed with a 'page-not-found' error (wrong endpoint format), the agent investigated further and found the correct Actor ID — showing reasonable recovery attempts, though ultimately unsuccessful.", "timestamp": "2026-10-15T17:57:56.782Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "No results were ever retrieved because the Actor never ran successfully; the agent ran out of turns before completing the crawl.", "timestamp": "2026-10-15T17:57:56.746Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent wrote a well-formed input JSON with startUrls pointing to https://docs.apify.com/academy, maxCrawlPages: 20, htmlTransformer: readableText, and outputFormats: [markdown] — all correct fields for the Actor.", "timestamp": "2026-10-15T17:57:56.686Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified apify/website-content-crawler as the right Actor for LLM-ready text extraction from a documentation site, consistent with the knowledge-base-and-rag workflow guide.", "timestamp": "2026-10-15T17:57:56.644Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:45:00.722Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, startUrl", "timestamp": "2026-10-15T17:45:00.676Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:45:00.628Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:45:00.586Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:45:00.541Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-15T17:45:00.494Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:45:00.450Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "none", "infraOk": true, "failedChecks": [ "pageCap", "startUrl", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler" }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "8855edf842912dfe", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:43:28.890Z", "day": "2026-10-15", "traceId": "cad9f960ecc32d5e14d388651b6659c6", "observationId": "f3f49911897906ce", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/cad9f960ecc32d5e14d388651b6659c6?observation=f3f49911897906ce", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "eval.consistency": { "value": 0.5, "stringValue": null, "comment": "1/2 passed; majority agreement 50%", "timestamp": "2026-10-15T17:58:02.648Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 1, "stringValue": null, "comment": "1/2 repeats passed", "timestamp": "2026-10-15T17:58:02.604Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 9 organic results and the top three domains (adac.de, leasingmarkt.de, insta-drive.com) based on actual retrieved data, fulfilling the task requirements despite the missing languageCode.", "timestamp": "2026-10-15T17:57:56.577Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 9 organic results and the top three domains (adac.de, leasingmarkt.de, insta-drive.com) based on actual retrieved data, fulfilling the task requirements despite the missing languageCode.", "timestamp": "2026-10-15T17:57:56.530Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-15T17:57:56.487Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:57:56.441Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The agent made three consecutive input errors: first using 'searchQuery' instead of 'queries', then passing countryCode as 'DE' instead of 'de', then passing queries as an array instead of a string. Additionally, the languageCode was dropped in the final successful call. These all stem from not correctly reading/applying the Actor's input schema.", "timestamp": "2026-10-15T17:57:56.389Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 9 organic results and the top three domains (adac.de, leasingmarkt.de, insta-drive.com) based on actual retrieved data, fulfilling the task requirements despite the missing languageCode.", "timestamp": "2026-10-15T17:57:56.347Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent required 4 attempts to get the Actor running due to input schema errors, and then had additional jq parsing errors when processing results, making the path less efficient than ideal.", "timestamp": "2026-10-15T17:57:56.296Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent encountered three errors: wrong field name 'searchQuery' (should be 'queries'), wrong countryCode format ('DE' instead of 'de'), and wrong type for queries (array instead of string). The agent adapted each time and eventually got a successful run.", "timestamp": "2026-10-15T17:57:56.259Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the actual dataset items and used the organicResults array to report the count (9) and top three domains (adac.de, leasingmarkt.de, insta-drive.com), all matching the tool output.", "timestamp": "2026-10-15T17:57:56.214Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent eventually used the correct input format with 'queries' as a string, 'countryCode': 'de', and 'maxPagesPerQuery': 1, but failed to include 'languageCode': 'de' in the final successful call (confirmed by the deterministic lang check FAIL and the dataset showing languageCode: null).", "timestamp": "2026-10-15T17:57:56.174Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/google-search-scraper as specified in the task prompt.", "timestamp": "2026-10-15T17:57:56.130Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:44:52.635Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T17:44:52.600Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T17:44:52.556Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T17:44:52.510Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T17:44:52.467Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode = \"\" (expected \"de\")", "timestamp": "2026-10-15T17:44:52.427Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T17:44:52.382Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T17:44:52.335Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T17:44:52.227Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T17:44:52.116Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang" ], "judgeComment": "PASS: The agent reported 9 organic results and the top three domains (adac.de, leasingmarkt.de, insta-drive.com) based on actual retrieved data, fulfilling the task requirements despite the missing languageCode." }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "8855edf842912dfe", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:43:28.890Z", "day": "2026-10-15", "traceId": "995e27bb6b93eaaa240a8fad1e0efea3", "observationId": "e3340a59a7c0b4a1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/995e27bb6b93eaaa240a8fad1e0efea3?observation=e3340a59a7c0b4a1", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-15T17:57:59.815Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:57:59.735Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent used a background polling loop (60 iterations × 5s = 300s) that exhausted the session time limit. The API surface should provide clearer guidance on using the synchronous run endpoint (?waitForFinish=300) or the agent skill should instruct use of waitForFinish to avoid manual polling loops that time out the session.", "timestamp": "2026-10-15T17:57:59.690Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The facts confirm no Actor run completed (0 Actor runs recorded), no items were retrieved, and the session timed out; the task was never completed.", "timestamp": "2026-10-15T17:57:59.657Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent excessive time waiting (multiple sleep calls totaling over 5 minutes) in a polling loop that ran 60 iterations at 5-second intervals, consuming the entire session budget without retrieving results; a synchronous run endpoint or shorter polling with earlier timeout would have been more efficient.", "timestamp": "2026-10-15T17:57:59.616Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first run attempt failed with concurrent-runs-limit-exceeded, the agent waited for existing runs to finish and then successfully launched a new run, which is reasonable error recovery.", "timestamp": "2026-10-15T17:57:59.575Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The run was started (ID 9rRC1s8mvdRRGQs35) and the agent polled for status, but the session timed out before the run completed, so no dataset results were ever retrieved or reported.", "timestamp": "2026-10-15T17:57:59.533Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent constructed a well-formed input with startUrls pointing to https://docs.apify.com/platform, maxPagesPerCrawl: 10, URL glob pattern to restrict to platform section, and includeHtmlSnapshot: true for HTML saving.", "timestamp": "2026-10-15T17:57:59.487Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified that it should use the Apify API to run apify/website-content-crawler, and used Bash for HTTP calls, which is appropriate for the api surface.", "timestamp": "2026-10-15T17:57:59.446Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-15T17:51:29.713Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, ranOk, startUrl", "timestamp": "2026-10-15T17:51:29.666Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run to read items from", "timestamp": "2026-10-15T17:51:29.631Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:51:29.578Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:51:29.535Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:51:29.494Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:51:29.449Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:51:29.411Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:51:29.325Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "items", "saveHtml", "sectionFilter", "pageCap", "startUrl", "ranOk", "rightActor" ], "judgeComment": null }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "8855edf842912dfe", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:43:28.890Z", "day": "2026-10-15", "traceId": "115acc7c1681c0554486d48696554b88", "observationId": "02175af32d1d55f2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/115acc7c1681c0554486d48696554b88?observation=02175af32d1d55f2", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:58:03.159Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:58:03.108Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:58:02.051Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:58:01.949Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:58:01.888Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:58:01.841Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "readme-docs", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:58:01.792Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task was not completed — no Actor run was started, no Instagram data was retrieved, and no follower count, average likes, or engagement interpretation was provided.", "timestamp": "2026-10-15T17:58:01.756Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made only two tool calls before being blocked, with no pointless repetition; the path was direct given the constraints.", "timestamp": "2026-10-15T17:58:01.715Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the authentication error occurred, the agent attempted to check the APIFY_TOKEN environment variable, which was blocked by the security classifier; the agent then explained the situation and asked the user for help, which is a reasonable response to the blocked credential access.", "timestamp": "2026-10-15T17:58:01.679Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent sent a POST to the correct endpoint but used 'username' as the input field; however, the call failed due to missing authentication before argument correctness could be validated.", "timestamp": "2026-10-15T17:58:01.639Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified apify/instagram-scraper as the tool to use and attempted to call it via the Apify API with a POST request.", "timestamp": "2026-10-15T17:58:01.601Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:43:56.426Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape, rightActor, ranOk, profileUrl, followers", "timestamp": "2026-10-15T17:43:56.392Z", "metadata": {} }, "check.followers": { "value": 0, "stringValue": null, "comment": "FAIL: answer has no value for /([\\d,]{9,})\\s*followers|followers?[^0-9]{0,30}([\\d,]{9,})/", "timestamp": "2026-10-15T17:43:56.356Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-15T17:43:56.313Z", "metadata": {} }, "check.profileUrl": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:43:56.276Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:43:56.235Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:43:56.152Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\d[\\d,]{5,}/", "timestamp": "2026-10-15T17:43:56.065Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "readme-docs", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "followers", "profileUrl", "ranOk", "rightActor", "shape" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper" }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "8855edf842912dfe", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:43:56.464Z", "day": "2026-10-15", "traceId": "a63d2f3f6579adc29a9032b3d3656c59", "observationId": "1bb106c7222cb34e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a63d2f3f6579adc29a9032b3d3656c59?observation=1bb106c7222cb34e", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "eval.consistency": { "value": 0.667, "stringValue": null, "comment": "1/3 passed; majority agreement 67%", "timestamp": "2026-10-15T17:58:02.487Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 1, "stringValue": null, "comment": "1/3 repeats passed", "timestamp": "2026-10-15T17:58:02.446Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned organic results with titles, URLs, and snippets from the actual scraped data, correctly identified the actor used, and ended with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-15T17:57:45.415Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned organic results with titles, URLs, and snippets from the actual scraped data, correctly identified the actor used, and ended with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-15T17:57:45.366Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-10-15T17:57:45.320Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T17:57:45.274Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:57:45.235Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The actor search endpoint 'https://api.apify.com/v2/actors/search?query=google' returned a 'record-or-token-not-found' error, and the dataset retrieval via '/acts/apify~google-search-scraper/runs/{id}/dataset/items' returned a 'page-not-found' error - these API surface issues forced extra tool calls but the agent worked around them.", "timestamp": "2026-10-15T17:57:45.187Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned organic results with titles, URLs, and snippets from the actual scraped data, correctly identified the actor used, and ended with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-15T17:57:45.138Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 6 tool calls: one failed store search, one failed run attempt, one check of running tasks, one successful run attempt with wait, one failed dataset retrieval via wrong endpoint, and one successful dataset retrieval - slightly inefficient but not excessive.", "timestamp": "2026-10-15T17:57:45.098Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first run attempt failed with 'concurrent-runs-limit-exceeded', the agent checked running tasks and waited 10 seconds before successfully retrying, which resolved the issue.", "timestamp": "2026-10-15T17:57:45.063Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved actual dataset items from the run (dataset ID H7fW5zBnunh79rKFb) and used the organicResults field to present titles, URLs, and snippets in the final answer.", "timestamp": "2026-10-15T17:57:45.018Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed 'queries': 'apify web scraping', 'maxPagesPerQuery': 1, and 'resultsPerPage': 10, which are well-formed inputs that correctly limit to the first page.", "timestamp": "2026-10-15T17:57:44.966Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/google-search-scraper, which is the appropriate actor for scraping Google Search organic results.", "timestamp": "2026-10-15T17:57:44.922Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:44:54.321Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-15T17:44:54.284Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T17:44:54.247Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-15T17:44:54.206Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T17:44:54.164Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned organic results with titles, URLs, and snippets from the actual scraped data, correctly identified the actor used, and ended with 'Actor: apify/google-search-scraper' as required." }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "8855edf842912dfe", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:44:52.680Z", "day": "2026-10-15", "traceId": "9a6b5b69ab7431e89f5cf55c1ea41255", "observationId": "ebff416cc527f1d3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9a6b5b69ab7431e89f5cf55c1ea41255?observation=ebff416cc527f1d3", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T17:58:03.335Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T17:58:03.297Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:57:44.219Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:57:44.124Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:57:44.089Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:57:44.051Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "readme-docs", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:57:44.000Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No Actor run was ever started (confirmed by deterministic checks: rightActor FAIL, ranOk FAIL), so no pages were crawled, no text or HTML was retrieved, and the task was not completed.", "timestamp": "2026-10-15T17:57:43.952Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent multiple attempts trying different URL formats before finding the correct one, and then got stuck in a polling loop waiting for concurrent run slots to free up, resulting in no progress toward the actual task.", "timestamp": "2026-10-15T17:57:43.917Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The agent tried multiple endpoint variants (/acts/, /actors/ with /calls, /actors/ with /runs, and tilde vs slash notation), discovered the concurrent runs limit issue, and attempted to wait for slots to free up, but was blocked from aborting runs and ran out of turns with 6 concurrent runs still blocking execution.", "timestamp": "2026-10-15T17:57:43.876Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent constructed reasonable input with startUrls pointing to https://docs.apify.com/platform, maxPagesPerCrawl: 10, and includeUrlGlob for filtering, though the /calls endpoint failed and /runs also failed due to concurrent limits rather than bad arguments.", "timestamp": "2026-10-15T17:57:43.834Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified that it should use the Apify API to run apify/website-content-crawler, and used Bash to make HTTP calls to the Apify API, which is the appropriate tool for this surface.", "timestamp": "2026-10-15T17:57:43.782Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:48:38.904Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, ranOk, startUrl", "timestamp": "2026-10-15T17:48:38.858Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run to read items from", "timestamp": "2026-10-15T17:48:38.814Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:48:38.739Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:48:38.696Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:48:38.658Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:48:38.612Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:48:38.540Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:48:38.487Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "readme-docs", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter", "pageCap", "startUrl", "ranOk", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "8855edf842912dfe", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:44:54.359Z", "day": "2026-10-15", "traceId": "dca85f88ec6fcfaec70b33ef5c9a9aef", "observationId": "ff0d8390e7f993ec", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/dca85f88ec6fcfaec70b33ef5c9a9aef?observation=ff0d8390e7f993ec", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:58:03.519Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:58:03.479Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:57:41.055Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:57:40.936Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "none", "comment": "the agent ran no Actor", "timestamp": "2026-10-15T17:57:40.896Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T17:57:40.856Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:57:40.810Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:57:40.763Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No Actor run succeeded (confirmed by facts: 0 Actor runs), so no pages were crawled, no page count was reported, no titles were listed, and the required 'Actor: ' line was not present in the final answer.", "timestamp": "2026-10-15T17:57:40.713Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent turns installing the CLI (which failed), then falling back to direct API calls — a reasonable pivot — but then repeated the same failing API call three times without any change in strategy.", "timestamp": "2026-10-15T17:57:40.669Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the API returned 'concurrent-runs-limit-exceeded', the agent simply retried the same call twice more with identical parameters rather than waiting, checking existing runs, or informing the user of the blocker and asking them to free up slots.", "timestamp": "2026-10-15T17:57:40.632Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent constructed a well-formed input JSON with startUrls pointing to https://docs.apify.com/academy, maxCrawlPages: 20, htmlTransformer: 'readableText', and outputFormats: ['markdown'] — all correct fields for the Actor.", "timestamp": "2026-10-15T17:57:40.592Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified apify/website-content-crawler as the right Actor for LLM-ready text extraction from a documentation site, consistent with the knowledge-base-and-rag workflow guide.", "timestamp": "2026-10-15T17:57:40.543Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:46:36.211Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, startUrl", "timestamp": "2026-10-15T17:46:36.170Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:46:36.127Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:46:36.082Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:46:36.022Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-15T17:46:35.938Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:46:35.841Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "none", "infraOk": true, "failedChecks": [ "pageCap", "startUrl", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler" }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "8855edf842912dfe", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:45:00.231Z", "day": "2026-10-15", "traceId": "af0b8addaeef3fffadac1158298a7455", "observationId": "3f8fca3dfe63ab15", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/af0b8addaeef3fffadac1158298a7455?observation=3f8fca3dfe63ab15", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:58:03.069Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:58:03.031Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:57:34.873Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:57:34.792Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:57:34.754Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:57:34.719Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "readme-docs", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:57:34.683Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never successfully ran the Instagram scraper, produced no follower count, no average likes, and no engagement interpretation, failing all deterministic checks including shape, rightActor, ranOk, profileUrl, and followers.", "timestamp": "2026-10-15T17:57:34.638Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent many turns trying different API endpoint formats and actor ID formats before finding the correct actor ID, then still failed to start a run, making the path quite inefficient with redundant attempts.", "timestamp": "2026-10-15T17:57:34.603Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The agent tried multiple approaches: different actor ID formats (apify~instagram-scraper, apify/instagram-scraper, numeric ID), found the correct actor ID from the actors list, but the final POST to /actors/shu8hvrXbJbY3Eb9W/runs still returned null fields without a clear error message to act on, and the agent ran out of turns.", "timestamp": "2026-10-15T17:57:34.563Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent used reasonable input fields (usernames, resultsType, maxPostsPerUsername) but the API calls consistently returned null fields, suggesting the input format or API endpoint usage was incorrect; the tilde-separated actor ID format (apify~instagram-scraper) was tried but failed, and the correct numeric ID was found but the run still returned nulls.", "timestamp": "2026-10-15T17:57:34.530Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified apify/instagram-scraper as the right Actor for the task, confirmed by the actor-index.md and finding it in the actors list with ID shu8hvrXbJbY3Eb9W.", "timestamp": "2026-10-15T17:57:34.496Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:46:29.169Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape, rightActor, ranOk, profileUrl, followers", "timestamp": "2026-10-15T17:46:29.132Z", "metadata": {} }, "check.followers": { "value": 0, "stringValue": null, "comment": "FAIL: answer has no value for /([\\d,]{9,})\\s*followers|followers?[^0-9]{0,30}([\\d,]{9,})/", "timestamp": "2026-10-15T17:46:29.090Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-15T17:46:29.012Z", "metadata": {} }, "check.profileUrl": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:46:28.967Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:46:28.923Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:46:28.840Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\d[\\d,]{5,}/", "timestamp": "2026-10-15T17:46:28.756Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "readme-docs", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "followers", "profileUrl", "ranOk", "rightActor", "shape" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper" }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "8855edf842912dfe", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:45:00.754Z", "day": "2026-10-15", "traceId": "76c253cb8ba0a7cc162223d62b7f536d", "observationId": "881e40361b2881da", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/76c253cb8ba0a7cc162223d62b7f536d?observation=881e40361b2881da", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:58:02.828Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:58:02.783Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:57:33.975Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:57:33.904Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "none", "comment": "the agent ran no Actor", "timestamp": "2026-10-15T17:57:33.849Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T17:57:33.807Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:57:33.769Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:57:33.727Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No Actor run completed successfully (confirmed by deterministic checks: 0 Actor runs), no posts were retrieved, and the agent ran out of turns without providing the required two-line answer.", "timestamp": "2026-10-15T17:57:33.653Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent multiple turns diagnosing CLI issues (exit code 127, finding the apify binary path) before switching to the REST API, and also chose apify/instagram-post-scraper instead of the preferred apify/instagram-scraper, adding unnecessary steps.", "timestamp": "2026-10-15T17:57:33.614Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the CLI failed with exit code 127, the agent switched to curl/REST API. When authentication failed, it added the token. When input was wrong, it fixed the array format. However, when hitting the concurrent-runs-limit error, the agent only checked existing runs but ran out of turns without waiting for them to finish or aborting one to free capacity.", "timestamp": "2026-10-15T17:57:33.574Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "After getting an 'invalid-input' error that 'username must be array', the agent correctly adjusted to use {\"username\": [\"nasa\"], \"maxPosts\": 3}, showing correct adaptation of arguments.", "timestamp": "2026-10-15T17:57:33.536Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified apify/instagram-post-scraper from the actor-index.md (though the preferred actor was apify/instagram-scraper), and then attempted to use the Apify REST API via curl when the CLI failed - these are reasonable tool choices for the surface.", "timestamp": "2026-10-15T17:57:33.463Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:46:11.093Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T17:46:11.056Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:46:11.011Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-15T17:46:10.967Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:46:10.883Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "none", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper" }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "8855edf842912dfe", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:46:11.129Z", "day": "2026-10-15", "traceId": "dd360deb596aff52fedce2f54bc14dd8", "observationId": "05e4bede2d1f17ee", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/dd360deb596aff52fedce2f54bc14dd8?observation=05e4bede2d1f17ee", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T17:58:02.229Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T17:58:02.190Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:57:30.061Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:57:29.958Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:57:29.914Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:57:29.876Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "readme-docs", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:57:29.833Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No Actor run was started, no AI Mode answer was retrieved, and the task was not completed; all deterministic checks failed.", "timestamp": "2026-10-15T17:57:29.766Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent multiple iterations fixing input format issues (wrong endpoint, array vs string for queries, uppercase vs lowercase country code) before hitting the concurrent runs limit, showing inefficiency in discovering the correct input schema.", "timestamp": "2026-10-15T17:57:29.732Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent handled the concurrent-runs-limit error by waiting and retrying, but was unable to resolve it; it correctly explained the situation and suggested remediation steps rather than inventing results.", "timestamp": "2026-10-15T17:57:29.651Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent eventually got the correct input format (queries as string, countryCode as 'gb') but never included the critical aiModeSearch.enableAiMode flag required to get AI Mode answers, which is the core requirement of the task.", "timestamp": "2026-10-15T17:57:29.615Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified apify/google-search-scraper and used Bash/curl to call the Apify API, which is the appropriate tool for this surface.", "timestamp": "2026-10-15T17:57:29.535Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:47:58.441Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, ranOk, aiModeOn, query", "timestamp": "2026-10-15T17:47:58.404Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run to read items from", "timestamp": "2026-10-15T17:47:58.367Z", "metadata": {} }, "check.pages": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:47:58.327Z", "metadata": {} }, "check.country": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:47:58.282Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:47:58.236Z", "metadata": {} }, "check.aiModeOn": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:47:58.199Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:47:58.124Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:47:58.034Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "readme-docs", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "pages", "country", "query", "aiModeOn", "ranOk", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper" }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "8855edf842912dfe", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:46:29.200Z", "day": "2026-10-15", "traceId": "3aae9f7680fb3b9f03139d724410bf8f", "observationId": "f47427f475a04abd", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3aae9f7680fb3b9f03139d724410bf8f?observation=f47427f475a04abd", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-15T17:57:31.268Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:57:31.186Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The concurrent-runs-limit-exceeded error blocked all attempts to start the Actor run, and the platform denied the agent permission to abort existing runs, leaving it stuck in an infinite wait loop with no path to completion. The surface (API environment) had 5 other runs consuming all slots and no mechanism available to the agent to free them.", "timestamp": "2026-10-15T17:57:31.130Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No Actor run was ever started successfully; the agent never retrieved any Google search results and could not report organic result count or top domains.", "timestamp": "2026-10-15T17:57:31.093Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent many turns polling for available slots and retrying the same failing call, with a background task that ran for 5 minutes without progress, showing significant inefficiency.", "timestamp": "2026-10-15T17:57:31.055Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The agent adapted input format errors reasonably (fixing queries field name and type), but when blocked by concurrent run limits it could not abort other runs (permission denied) and kept retrying without success, ultimately running out of turns without completing the task.", "timestamp": "2026-10-15T17:57:31.019Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "After initial input errors (wrong field name 'searchQuery' instead of 'queries', and array instead of string), the agent corrected to 'queries' as a string with proper languageCode and maxPagesPerQuery, but the countryCode 'DE' was rejected (must be lowercase 'de') — the agent then dropped countryCode entirely rather than fixing the case.", "timestamp": "2026-10-15T17:57:30.975Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified Bash as the tool to make HTTP calls to the Apify API and targeted the correct Actor apify/google-search-scraper.", "timestamp": "2026-10-15T17:57:30.941Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-15T17:54:30.525Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, ranOk, query, country, items, fields", "timestamp": "2026-10-15T17:54:30.479Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run to read items from", "timestamp": "2026-10-15T17:54:30.441Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run to read items from", "timestamp": "2026-10-15T17:54:30.350Z", "metadata": {} }, "check.pages": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:54:30.260Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:54:30.222Z", "metadata": {} }, "check.country": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:54:30.180Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:54:30.139Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:54:30.062Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:54:29.965Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "fields", "items", "pages", "lang", "country", "query", "ranOk", "rightActor" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "8855edf842912dfe", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:46:36.290Z", "day": "2026-10-15", "traceId": "78a9ca5f638a07622b9c06616b0ee046", "observationId": "fd27eebeaa0c6799", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/78a9ca5f638a07622b9c06616b0ee046?observation=fd27eebeaa0c6799", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "eval.consistency": { "value": 0.667, "stringValue": null, "comment": "1/3 passed; majority agreement 67%", "timestamp": "2026-10-15T17:58:02.400Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 1, "stringValue": null, "comment": "1/3 repeats passed", "timestamp": "2026-10-15T17:58:02.358Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:57:20.080Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:57:19.998Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "none", "comment": "the agent ran no Actor", "timestamp": "2026-10-15T17:57:19.960Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T17:57:19.926Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:57:19.891Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:57:19.846Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "As confirmed by the deterministic checks, no actor run was started and no Google Search results were returned; the task was not completed.", "timestamp": "2026-10-15T17:57:19.806Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent wasted several turns discovering the CLI was a stub, then had to pivot to direct API calls, and spent turns debugging the input schema error before hitting the concurrent-runs limit.", "timestamp": "2026-10-15T17:57:19.759Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the concurrent-runs-limit error occurred, the agent attempted to check running jobs via the API (got 0 running), but then ran out of turns without retrying the actor call despite the apparent contradiction.", "timestamp": "2026-10-15T17:57:19.714Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent first tried queries as an array which was rejected, then correctly switched to a string format 'apify web scraping' with resultsPerPage:10 and maxPages:1, which is the right shape.", "timestamp": "2026-10-15T17:57:19.654Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified apify/google-search-scraper from the actor index and attempted to call it via the Apify REST API after discovering the CLI was a stub.", "timestamp": "2026-10-15T17:57:19.580Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:47:47.398Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T17:47:47.351Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:47:47.311Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/google-search-scraper\"", "timestamp": "2026-10-15T17:47:47.233Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:47:47.134Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "none", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper" }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "8855edf842912dfe", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:47:47.443Z", "day": "2026-10-15", "traceId": "fc704a3993f10d1923f59e98d94aa4d2", "observationId": "03de4c30e30818ad", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/fc704a3993f10d1923f59e98d94aa4d2?observation=03de4c30e30818ad", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T17:58:03.257Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T17:58:03.213Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:57:21.260Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:57:21.161Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:57:21.124Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:57:21.086Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "readme-docs", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:57:21.046Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No Actor run was ever started successfully (all deterministic checks FAIL), no pages were crawled, no HTML was saved, and the agent ran out of turns without completing any part of the task.", "timestamp": "2026-10-15T17:57:21.004Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent 5+ retry attempts waiting for concurrent runs to free up, repeating the same curl command without trying to abort existing runs or use the synchronous run endpoint with a timeout, resulting in excessive repetition.", "timestamp": "2026-10-15T17:57:20.956Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the concurrent-runs-limit-exceeded error appeared, the agent waited and retried multiple times, but never found a way to abort existing runs or use a different approach; it ran out of turns still blocked by the same error.", "timestamp": "2026-10-15T17:57:20.918Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The second attempt had correct input with startUrls array, maxPagesPerCrawl:10, includeUrlGlobs for platform section, and crawlerType; however saveHtml was not included. The first attempt failed due to using 'startUrl' instead of 'startUrls', which was quickly corrected.", "timestamp": "2026-10-15T17:57:20.870Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified apify/website-content-crawler as the right Actor and attempted to call it via the Apify REST API using Bash/curl, which is appropriate for the API surface.", "timestamp": "2026-10-15T17:57:20.831Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:50:19.396Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, ranOk, startUrl", "timestamp": "2026-10-15T17:50:19.357Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run to read items from", "timestamp": "2026-10-15T17:50:19.312Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:50:19.280Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:50:19.241Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:50:19.202Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:50:19.164Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:50:19.077Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:50:18.973Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "readme-docs", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter", "pageCap", "startUrl", "ranOk", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "8855edf842912dfe", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:47:58.480Z", "day": "2026-10-15", "traceId": "0298f69de446cb2370197d2dbc2b1a50", "observationId": "3b16077d772eb20d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0298f69de446cb2370197d2dbc2b1a50?observation=3b16077d772eb20d", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:58:03.415Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:58:03.376Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:57:22.362Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:57:22.275Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "none", "comment": "the agent ran no Actor", "timestamp": "2026-10-15T17:57:22.236Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T17:57:22.202Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:57:22.165Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:57:22.128Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No Actor run was completed (confirmed by deterministic checks: rightActor FAIL, ranOk FAIL, startUrl FAIL, pageCap FAIL), no pages were crawled, no titles were reported, and the final answer is just the opening sentence with no results.", "timestamp": "2026-10-15T17:57:22.088Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent turns installing apify-cli locally due to permission issues, then correctly set up the input file, but failed to resolve the authentication issue before running out of turns, making the overall path inefficient.", "timestamp": "2026-10-15T17:57:22.061Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The agent encountered 'You are not logged in with your Apify account' error despite APIFY_TOKEN being set in the environment (confirmed as 'apify_acto...'), but the agent ran out of turns without attempting to export the token to the CLI (e.g., via `apify login --token $APIFY_TOKEN` or setting APIFY_API_TOKEN env var) to resolve the auth issue.", "timestamp": "2026-10-15T17:57:22.021Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "No results were ever retrieved because the Actor run failed with an authentication error; the agent never obtained any crawled pages or titles.", "timestamp": "2026-10-15T17:57:21.983Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent created a well-formed input JSON with startUrls pointing to https://docs.apify.com/academy, maxCrawlPages: 20, htmlTransformer: 'readableText', and outputFormats: ['markdown'] - all correct fields for the task.", "timestamp": "2026-10-15T17:57:21.928Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified apify/website-content-crawler as the right Actor for LLM-ready text extraction from the knowledge-base-and-rag workflow guide, which is the intended subject.", "timestamp": "2026-10-15T17:57:21.891Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:49:43.256Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, startUrl", "timestamp": "2026-10-15T17:49:43.195Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:49:43.152Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:49:43.115Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:49:43.076Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-15T17:49:43.009Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T17:49:42.920Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "none", "infraOk": true, "failedChecks": [ "pageCap", "startUrl", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler" }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "8855edf842912dfe", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:48:38.951Z", "day": "2026-10-15", "traceId": "c6a3eb36229c8cd96a544f1c461ec01d", "observationId": "d531b06188e05abd", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c6a3eb36229c8cd96a544f1c461ec01d?observation=d531b06188e05abd", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:58:02.989Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:58:02.947Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:57:19.845Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:57:19.760Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:57:19.670Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:57:19.632Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "readme-docs", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:57:19.593Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never retrieved @nasa's follower count or post engagement data, and the final answer is just an intermediate status message about hitting a concurrency limit, not the requested follower count, average likes, and engagement interpretation.", "timestamp": "2026-10-15T17:57:19.550Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent many turns polling for slot availability (30 attempts × 5 seconds) and then tried to look at completed runs' datasets, but never successfully pivoted to using an existing completed run's data even though one was found with defaultDatasetId 'K6QEJLgg2eSB4A0JM'.", "timestamp": "2026-10-15T17:57:19.513Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The agent tried multiple approaches (direct API, waiting for slots, using the skill, checking completed runs) but was ultimately blocked by the persistent concurrent-runs-limit-exceeded error with 6 running jobs that never freed up; the agent ran out of turns without finding a workaround like using a completed run's dataset.", "timestamp": "2026-10-15T17:57:19.445Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used correct input format with `{\"usernames\": [\"nasa\"]}` which is the appropriate input for the instagram-scraper Actor.", "timestamp": "2026-10-15T17:57:19.407Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified apify/instagram-scraper as the right Actor and attempted to call it via both direct API and the apify-ultimate-scraper skill.", "timestamp": "2026-10-15T17:57:19.319Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:52:35.240Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape, rightActor, ranOk, profileUrl, followers", "timestamp": "2026-10-15T17:52:35.201Z", "metadata": {} }, "check.followers": { "value": 0, "stringValue": null, "comment": "FAIL: answer has no value for /([\\d,]{9,})\\s*followers|followers?[^0-9]{0,30}([\\d,]{9,})/", "timestamp": "2026-10-15T17:52:35.157Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-15T17:52:35.117Z", "metadata": {} }, "check.profileUrl": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:52:35.073Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:52:35.036Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:52:34.995Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\d[\\d,]{5,}/", "timestamp": "2026-10-15T17:52:34.914Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "readme-docs", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "followers", "profileUrl", "ranOk", "rightActor", "shape" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper" }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "8855edf842912dfe", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:49:43.291Z", "day": "2026-10-15", "traceId": "a6ee0c855ec94e3afcad0409da4950f0", "observationId": "0176e047e5107d03", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a6ee0c855ec94e3afcad0409da4950f0?observation=0176e047e5107d03", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/3 passed; majority agreement 100%", "timestamp": "2026-10-15T17:58:02.747Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/3 repeats passed", "timestamp": "2026-10-15T17:58:02.703Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:57:08.309Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:57:08.202Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "none", "comment": "the agent ran no Actor", "timestamp": "2026-10-15T17:57:08.160Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T17:57:08.122Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:57:08.030Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:57:07.996Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never successfully ran any Actor (0 runs confirmed), never retrieved any Instagram posts, and never provided the required two-line answer with Actor name and post count.", "timestamp": "2026-10-15T17:57:07.942Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent excessive time polling for 90 seconds waiting for concurrent run slots to free up, then switched to the CLI approach which also failed silently, resulting in many redundant attempts without a successful run.", "timestamp": "2026-10-15T17:57:07.897Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The agent encountered a concurrent-runs-limit-exceeded error and attempted to wait for slots to free up (90 seconds), tried to abort a stuck run (blocked by permissions), then switched to the CLI skill approach - but the CLI calls also produced no output, and the agent ran out of turns without resolving the issue.", "timestamp": "2026-10-15T17:57:07.856Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used correct input format with 'usernames': ['nasa'] and 'resultsLimit': 3 for the direct API call, and 'maxPosts': 3 for the CLI call, which are reasonable input parameters.", "timestamp": "2026-10-15T17:57:07.819Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified apify/instagram-scraper (ID shu8hvrXbJbY3Eb9W) from the API search results and also found apify/instagram-post-scraper from the skill's actor-index.md, both appropriate choices for the task.", "timestamp": "2026-10-15T17:57:07.781Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:53:06.877Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T17:53:06.842Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:53:06.792Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-15T17:53:06.708Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-15T17:53:06.622Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "none", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/instagram-scraper" }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "8855edf842912dfe", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:50:19.433Z", "day": "2026-10-15", "traceId": "fca0d007063b3cb166c70338f3d51526", "observationId": "5d2fa7aea21c903a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/fca0d007063b3cb166c70338f3d51526?observation=5d2fa7aea21c903a", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T17:58:02.147Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T17:58:02.105Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:57:03.662Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:57:03.557Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:57:03.522Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:57:03.476Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "readme-docs", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:57:03.439Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No Actor run was ever successfully started, so no AI Mode answer text or source count was retrieved; the task was not completed.", "timestamp": "2026-10-15T17:57:03.399Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made many redundant attempts with the same input after hitting the concurrent-runs-limit-exceeded error, repeating the same curl command multiple times with only sleep delays rather than trying alternative approaches like checking which runs were active and waiting for them specifically.", "timestamp": "2026-10-15T17:57:03.365Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The agent corrected the queries field type and countryCode casing after errors, and waited for concurrent run limits to clear, but never resolved the concurrent-runs-limit-exceeded error despite multiple retries with sleep delays.", "timestamp": "2026-10-15T17:57:03.316Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent used wrong input field names initially (searchQuery instead of queries, GB instead of gb for countryCode), and critically used 'includeAiMode' instead of the correct 'aiModeSearch.enableAiMode' nested field to enable AI Mode, which is the key requirement of the task.", "timestamp": "2026-10-15T17:57:03.274Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified apify/google-search-scraper as the Actor to use and attempted to call it via the Apify REST API using Bash curl commands.", "timestamp": "2026-10-15T17:57:03.185Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:53:19.278Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, ranOk, aiModeOn, query", "timestamp": "2026-10-15T17:53:19.231Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run to read items from", "timestamp": "2026-10-15T17:53:18.976Z", "metadata": {} }, "check.pages": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:53:18.925Z", "metadata": {} }, "check.country": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:53:18.879Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:53:18.835Z", "metadata": {} }, "check.aiModeOn": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:53:18.778Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:53:18.635Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:53:18.543Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "readme-docs", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "pages", "country", "query", "aiModeOn", "ranOk", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper" }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "8855edf842912dfe", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:51:29.751Z", "day": "2026-10-15", "traceId": "6eba729b8ea89f313543fdaabb5af001", "observationId": "5b95d64878da2e83", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6eba729b8ea89f313543fdaabb5af001?observation=5b95d64878da2e83", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "eval.consistency": { "value": 0.5, "stringValue": null, "comment": "1/2 passed; majority agreement 50%", "timestamp": "2026-10-15T17:58:02.564Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 1, "stringValue": null, "comment": "1/2 repeats passed", "timestamp": "2026-10-15T17:58:02.524Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:57:06.966Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:57:06.892Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T17:57:06.851Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:57:06.819Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "readme-docs", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:57:06.782Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never ran the Actor for 'elektroauto leasing' with German settings, never obtained organic results count, and never reported top three domains - the task was not completed at all.", "timestamp": "2026-10-15T17:57:06.709Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made multiple failed attempts with wrong input formats, then pivoted to checking existing runs (which contained unrelated queries), spending turns inefficiently without ever successfully running the Actor for the required query.", "timestamp": "2026-10-15T17:57:06.639Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The agent attempted to recover from input validation errors by adjusting parameters (fixing field names, trying different formats), and when hitting the concurrent runs limit, tried to look at existing runs - but ultimately could not find a run with the correct query and ran out of turns.", "timestamp": "2026-10-15T17:57:06.604Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent never successfully started a new run for 'elektroauto leasing'; it found existing runs but they contained data for different queries ('best restaurants in Prague', 'apify web scraping'), so no relevant data was retrieved or used.", "timestamp": "2026-10-15T17:57:06.567Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent initially used wrong field name 'searchQuery' instead of 'queries', then tried 'queries' as a string with uppercase 'DE' countryCode which failed validation, then tried queries as an array which also failed - showing repeated input schema errors before hitting the concurrent runs limit.", "timestamp": "2026-10-15T17:57:06.525Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified that it should use the Apify API with the apify/google-search-scraper Actor, which is the intended subject named in the prompt.", "timestamp": "2026-10-15T17:57:06.481Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:52:40.967Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, ranOk, query, country, items, fields", "timestamp": "2026-10-15T17:52:40.929Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run to read items from", "timestamp": "2026-10-15T17:52:40.897Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run to read items from", "timestamp": "2026-10-15T17:52:40.850Z", "metadata": {} }, "check.pages": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:52:40.808Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T17:52:40.773Z", "metadata": {} }, "check.country": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:52:40.730Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T17:52:40.686Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:52:40.643Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:52:40.605Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "readme-docs", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "items", "pages", "lang", "country", "query", "ranOk", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper" }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "8855edf842912dfe", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:apify-ultimate-scraper · subject:google-search-scraper,website-content-crawler,instagram-scraper · ×3 · 2026-10-15 16:42 · manual · bj2ca", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T17:51:29.774Z", "day": "2026-10-15", "traceId": "c2ede5eeb34af522034e18e56512c1aa", "observationId": "d57a5c5ae0fcf72a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c2ede5eeb34af522034e18e56512c1aa?observation=d57a5c5ae0fcf72a", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "eval.consistency": { "value": 0.667, "stringValue": null, "comment": "1/3 passed; majority agreement 67%", "timestamp": "2026-10-15T17:58:02.313Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 1, "stringValue": null, "comment": "1/3 repeats passed", "timestamp": "2026-10-15T17:58:02.268Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:57:05.383Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:57:05.300Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "none", "comment": "the agent ran no Actor", "timestamp": "2026-10-15T17:57:05.247Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T17:57:05.208Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T17:57:05.164Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:57:05.125Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No actor run completed, no Google Search results were returned, and the agent ran out of turns without fulfilling the task of scraping organic results for 'apify web scraping'.", "timestamp": "2026-10-15T17:57:05.093Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made multiple redundant attempts with wrong input formats and spent several turns on actor discovery and schema inspection before finding the correct input, making the path inefficient.", "timestamp": "2026-10-15T17:57:05.054Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent adapted from the 'invalid-input' errors by trying different input formats (array vs string for queries), which shows reasonable error recovery, but it could not overcome the concurrent-runs-limit-exceeded error and ran out of turns.", "timestamp": "2026-10-15T17:57:05.014Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "No actor run completed successfully and no data was retrieved, so there was no data to utilize; the agent ran out of turns without returning any scraped results.", "timestamp": "2026-10-15T17:57:04.975Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent first tried wrong input formats (searchQuery, then queries as array), then tried queries as string which was accepted by the schema validator but ultimately failed due to concurrent run limits — so the final input format was correct but earlier attempts were wrong.", "timestamp": "2026-10-15T17:57:04.924Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified apify/google-search-scraper (id: nFJndFXA5zjCTuudP) as the right actor for scraping Google Search results, which is the intended subject.", "timestamp": "2026-10-15T17:57:04.887Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8855edf842912dfe", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T17:52:40.220Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T17:52:40.188Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T17:52:40.148Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/google-search-scraper\"", "timestamp": "2026-10-15T17:52:40.103Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T17:52:40.056Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "none", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "08543b7551220494", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:none · scenarios:5 · ×3 · 2026-10-15 18:26 · manual · e8dcu", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": null, "trigger": "manual", "repeats": 3, "fullScope": false, "startTime": "2026-10-15T18:26:49.730Z", "day": "2026-10-15", "traceId": "3322d3f2dc9219ee6b7d75092cb9c136", "observationId": "d2a01e2518b10d09", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3322d3f2dc9219ee6b7d75092cb9c136?observation=d2a01e2518b10d09", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T18:27:36.623Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T18:27:36.560Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): yasaslive/docs-rag-builder: maxCrawlPages is missing (expected at most 20)", "timestamp": "2026-10-15T18:27:36.521Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-15T18:27:36.476Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T18:27:36.431Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-15T18:27:36.351Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used yasaslive/docs-rag-builder; expected apify/website-content-crawler", "timestamp": "2026-10-15T18:27:36.252Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "pageCap", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "d4cda778e1616002", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:none · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T18:28:38.885Z", "day": "2026-10-15", "traceId": "7b01e839add94bc6d1d0760ea1389bba", "observationId": "5210a6b335c65281", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7b01e839add94bc6d1d0760ea1389bba?observation=5210a6b335c65281", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T18:34:29.182Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T18:34:29.142Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-15T18:34:28.526Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-15T18:34:28.427Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T18:34:28.386Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T18:34:28.345Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-15T18:34:28.305Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "10 tool calls valid", "timestamp": "2026-10-15T18:34:28.243Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns without providing a final answer; saveHtml was never enabled (confirmed by deterministic checks), includeUrlGlobs was missing so pages outside the platform section could be crawled, and 12 items were returned instead of the capped 10.", "timestamp": "2026-10-15T18:34:28.202Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "Three Actor runs were made (one failed, one returned only 1 page, one returned 12 pages), and the agent ran out of turns without delivering a final summary - the deterministic check confirms 3 runs when at most 2 were expected.", "timestamp": "2026-10-15T18:34:28.158Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the first call failed with input validation error (saveHtmlAsFile not a valid field), the agent correctly adjusted the input format for the glob objects; however it also dropped the includeUrlGlobs filter entirely in the retry, which was a poor recovery choice.", "timestamp": "2026-10-15T18:34:28.117Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the dataset items, read the full file output, and fetched an HTML URL to confirm it was saved - all retrieved data was used in the response.", "timestamp": "2026-10-15T18:34:28.079Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call used 'saveHtmlAsFile':true and 'includeUrlGlobs' with string format which failed validation; the second call correctly fixed the glob format to object format but dropped 'includeUrlGlobs' entirely and also dropped 'saveHtml'/'saveHtmlAsFile' in the third run - the deterministic checks confirm saveHtml was missing on all 3 runs and includeUrlGlobs was missing.", "timestamp": "2026-10-15T18:34:28.039Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/website-content-crawler and used appropriate MCP tools (fetch-actor-details, call-actor, get-actor-run, get-dataset-items) for the task.", "timestamp": "2026-10-15T18:34:27.999Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T18:31:59.161Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-15T18:31:59.113Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 13 items, expected at most 10", "timestamp": "2026-10-15T18:31:59.078Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true)", "timestamp": "2026-10-15T18:31:58.998Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs is missing (expected to be set)", "timestamp": "2026-10-15T18:31:58.956Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 3 run(s): maxCrawlPages", "timestamp": "2026-10-15T18:31:58.917Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): startUrls[0].url", "timestamp": "2026-10-15T18:31:58.875Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-15T18:31:58.790Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-15T18:31:58.691Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter", "ranOk" ], "judgeComment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "d4cda778e1616002", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:none · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T18:28:38.887Z", "day": "2026-10-15", "traceId": "a7e3ccb5d57eeb80cd53957f7999b4c3", "observationId": "4fa31a7eb2d824b8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a7e3ccb5d57eeb80cd53957f7999b4c3?observation=4fa31a7eb2d824b8", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T18:34:29.019Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T18:34:28.982Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used your_scraper_guy/website-content-crawler-lite; expected apify/website-content-crawler", "timestamp": "2026-10-15T18:34:25.962Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used your_scraper_guy/website-content-crawler-lite; expected apify/website-content-crawler", "timestamp": "2026-10-15T18:34:25.867Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "your_scraper_guy/website-content-crawler-lite", "comment": "Actors the agent ran: your_scraper_guy/website-content-crawler-lite", "timestamp": "2026-10-15T18:34:25.830Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T18:34:25.791Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T18:34:25.755Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used your_scraper_guy/website-content-crawler-lite; expected apify/website-content-crawler", "timestamp": "2026-10-15T18:34:25.714Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-15T18:34:25.675Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent used the wrong actor (your_scraper_guy/website-content-crawler-lite instead of apify/website-content-crawler), the start URL was not properly recorded for the academy path, the page cap parameter was missing per deterministic checks, and the final answer names the wrong actor — so the task was not completed as specified.", "timestamp": "2026-10-15T18:34:25.609Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used two searches, one actor detail fetch, one actor call, and one dataset retrieval — a reasonable 5-step path with no redundant calls.", "timestamp": "2026-10-15T18:34:25.573Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items via get-dataset-items and correctly reported the 19-page count and five real titles from the tool result preview.", "timestamp": "2026-10-15T18:34:25.529Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed startUrls with the academy URL and maxPagesPerRun=20, but the deterministic checks confirm startUrls[0].url is missing (expected to match /docs.apify.com/academy/) and maxCrawlPages is missing — the lite actor uses different parameter names (maxPagesPerRun vs maxCrawlPages) and the input was not recorded correctly by the harness.", "timestamp": "2026-10-15T18:34:25.492Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for LLM/RAG-ready web crawlers and selected 'your_scraper_guy/website-content-crawler-lite' instead of the canonical 'apify/website-content-crawler', which is the intended actor for this task. The search results did surface the lite variant but not the official Apify actor.", "timestamp": "2026-10-15T18:34:25.446Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T18:29:21.579Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, startUrl", "timestamp": "2026-10-15T18:29:21.522Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): your_scraper_guy/website-content-crawler-lite: maxCrawlPages is missing (expected at most 20)", "timestamp": "2026-10-15T18:29:21.315Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: your_scraper_guy/website-content-crawler-lite: startUrls[0].url is missing (expected to match /docs\\.apify\\.com/academy/)", "timestamp": "2026-10-15T18:29:21.261Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T18:29:21.229Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-15T18:29:21.152Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used your_scraper_guy/website-content-crawler-lite; expected apify/website-content-crawler", "timestamp": "2026-10-15T18:29:21.069Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "your_scraper_guy/website-content-crawler-lite", "infraOk": true, "failedChecks": [ "pageCap", "startUrl", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used your_scraper_guy/website-content-crawler-lite; expected apify/website-content-crawler" }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "d4cda778e1616002", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:none · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T18:29:21.796Z", "day": "2026-10-15", "traceId": "d584c936c562216de9e36bf23ded1e22", "observationId": "e881f64ea66a8cba", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d584c936c562216de9e36bf23ded1e22?observation=e881f64ea66a8cba", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "2/2 passed; majority agreement 100%", "timestamp": "2026-10-15T18:34:28.705Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 1, "stringValue": null, "comment": "2/2 repeats passed", "timestamp": "2026-10-15T18:34:28.656Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 9 organic results and the top 3 domains (adac.de, leasingmarkt.de, insta-drive.com) grounded in retrieved data, fulfilling the task requirements despite the missing languageCode.", "timestamp": "2026-10-15T18:34:23.060Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 9 organic results and the top 3 domains (adac.de, leasingmarkt.de, insta-drive.com) grounded in retrieved data, fulfilling the task requirements despite the missing languageCode.", "timestamp": "2026-10-15T18:34:23.019Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-15T18:34:22.987Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T18:34:22.951Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The agent passed 'searchLanguage': 'de' in the call-actor input, but the Actor's input schema uses 'languageCode' — causing the deterministic lang check to FAIL. The agent read the input schema but used the wrong field name.", "timestamp": "2026-10-15T18:34:22.900Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-15T18:34:22.859Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 9 organic results and the top 3 domains (adac.de, leasingmarkt.de, insta-drive.com) grounded in retrieved data, fulfilling the task requirements despite the missing languageCode.", "timestamp": "2026-10-15T18:34:22.819Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed one extra get-dataset-items call because the first field-projected call returned empty items, but otherwise the flow was direct and efficient.", "timestamp": "2026-10-15T18:34:22.783Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first get-dataset-items call with field projection returned an empty item {}, the agent immediately retried without field filtering and successfully retrieved the full data.", "timestamp": "2026-10-15T18:34:22.739Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent extracted the organic result count (9) and top 3 domains (adac.de, leasingmarkt.de, insta-drive.com) directly from the dataset items returned by get-dataset-items.", "timestamp": "2026-10-15T18:34:22.696Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed queries='elektroauto leasing', maxPagesPerQuery=1, countryCode='de', and searchLanguage='de', but the deterministic check confirms languageCode was missing (the field name 'searchLanguage' was not recognized by the Actor, which expected 'languageCode').", "timestamp": "2026-10-15T18:34:22.651Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running apify/google-search-scraper and retrieving results.", "timestamp": "2026-10-15T18:34:22.614Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T18:30:28.881Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T18:30:28.829Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T18:30:28.791Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T18:30:28.751Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T18:30:28.712Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode is missing (expected \"de\")", "timestamp": "2026-10-15T18:30:28.672Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T18:30:28.639Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T18:30:28.599Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T18:30:28.521Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T18:30:28.433Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang" ], "judgeComment": "PASS: The agent reported 9 organic results and the top 3 domains (adac.de, leasingmarkt.de, insta-drive.com) grounded in retrieved data, fulfilling the task requirements despite the missing languageCode." }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "d4cda778e1616002", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:none · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T18:30:29.083Z", "day": "2026-10-15", "traceId": "77e1da661325f7d7657642c67499b005", "observationId": "382863867cddaa3e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/77e1da661325f7d7657642c67499b005?observation=382863867cddaa3e", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "2/2 passed; majority agreement 100%", "timestamp": "2026-10-15T18:34:28.864Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 1, "stringValue": null, "comment": "2/2 repeats passed", "timestamp": "2026-10-15T18:34:28.828Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents 7 organic results with titles, URLs, and snippets from the first page of Google Search results for 'apify web scraping', and ends with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-15T18:34:22.828Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents 7 organic results with titles, URLs, and snippets from the first page of Google Search results for 'apify web scraping', and ends with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-15T18:34:22.770Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-10-15T18:34:22.735Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T18:34:22.638Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T18:34:22.599Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first get-dataset-items call with fields='organicResults.title, organicResults.url, organicResults.description, organicResults.position' returned an empty item {}, suggesting the field projection syntax did not work correctly for nested array fields, requiring a second call without field filtering to get the data.", "timestamp": "2026-10-15T18:34:22.559Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-15T18:34:22.487Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents 7 organic results with titles, URLs, and snippets from the first page of Google Search results for 'apify web scraping', and ends with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-15T18:34:22.450Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: search-actors, fetch-actor-details, call-actor, and two get-dataset-items calls (the second needed because the first field-projected call returned empty items), which is reasonably efficient with only one minor retry.", "timestamp": "2026-10-15T18:34:22.409Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with projected fields returned an empty item ({}), so the agent immediately retried without field projection and successfully retrieved the full data.", "timestamp": "2026-10-15T18:34:22.370Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and presented the 7 organic results with titles, URLs, and snippets directly from the tool result data, matching the preview content exactly.", "timestamp": "2026-10-15T18:34:22.326Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with queries='apify web scraping' and maxPagesPerQuery=1, which correctly targets the first results page only with the right query.", "timestamp": "2026-10-15T18:34:22.252Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/google-search-scraper, the intended actor for scraping Google Search results, confirmed by the deterministic rightActor check passing.", "timestamp": "2026-10-15T18:34:22.165Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T18:31:18.064Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-15T18:31:18.008Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T18:31:17.967Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-15T18:31:17.831Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T18:31:17.744Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents 7 organic results with titles, URLs, and snippets from the first page of Google Search results for 'apify web scraping', and ends with 'Actor: apify/google-search-scraper' as required." }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "d4cda778e1616002", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:none · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T18:31:18.097Z", "day": "2026-10-15", "traceId": "fcd6342695b9a9501b2b11f4b7405073", "observationId": "21ba69e2ce3daea0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/fcd6342695b9a9501b2b11f4b7405073?observation=21ba69e2ce3daea0", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T18:34:29.101Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T18:34:29.062Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: apify/website-content-crawler run : CALL-FAILED", "timestamp": "2026-10-15T18:34:14.704Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: apify/website-content-crawler run : CALL-FAILED", "timestamp": "2026-10-15T18:34:14.613Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T18:34:14.578Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T18:34:14.536Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: apify/website-content-crawler run : CALL-FAILED", "timestamp": "2026-10-15T18:34:14.501Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-15T18:34:14.465Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required saving full HTML (saveHtml=true), but the deterministic check confirms saveHtml was missing on both runs; the agent used saveHtmlAsFile instead of saveHtml, so HTML saving was not properly enabled per the verified facts, and only 1 page was crawled instead of up to 10.", "timestamp": "2026-10-15T18:34:14.426Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one schema-lookup call, then two actor calls (first failed, second succeeded), then retrieved dataset items and HTML — a reasonably direct path with only one retry needed.", "timestamp": "2026-10-15T18:34:14.386Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first call failed due to invalid input format for includeUrlGlobs; the agent correctly identified the issue and reformatted the glob patterns as objects on the second call, which succeeded.", "timestamp": "2026-10-15T18:34:14.349Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and key-value store records and used the actual data (page count of 1, record key 'html-072bfd4-platform', store ID CVjxgY8FM04nmUSW4) in its final report.", "timestamp": "2026-10-15T18:34:14.310Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call failed due to wrong glob format (string instead of object), but the agent corrected it on the second call with proper {glob: ...} objects, correct startUrls, includeUrlGlobs, maxCrawlPages=10, and saveHtmlAsFile=true. However, the deterministic check confirms saveHtml was missing (expected true) — the actor uses saveHtml not saveHtmlAsFile as the canonical field, so the HTML saving parameter was incorrect.", "timestamp": "2026-10-15T18:34:14.251Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/website-content-crawler and used fetch-actor-details, call-actor, get-dataset-items, and get-key-value-store-record — all appropriate tools for this task.", "timestamp": "2026-10-15T18:34:14.214Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T18:32:44.080Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-15T18:32:44.043Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-15T18:32:43.998Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true)", "timestamp": "2026-10-15T18:32:43.962Z", "metadata": {} }, "check.sectionFilter": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): includeUrlGlobs", "timestamp": "2026-10-15T18:32:43.898Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxCrawlPages", "timestamp": "2026-10-15T18:32:43.849Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): startUrls[0].url", "timestamp": "2026-10-15T18:32:43.738Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/website-content-crawler run : CALL-FAILED", "timestamp": "2026-10-15T18:32:43.686Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-15T18:32:43.602Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "saveHtml", "ranOk" ], "judgeComment": "FAIL: check ranOk: apify/website-content-crawler run : CALL-FAILED" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "d4cda778e1616002", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:none · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T18:31:59.190Z", "day": "2026-10-15", "traceId": "755f86bc21690533567ae804909e3dcf", "observationId": "e6fd8afbcd8ec2e1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/755f86bc21690533567ae804909e3dcf?observation=e6fd8afbcd8ec2e1", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T18:34:28.940Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T18:34:28.904Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used nexgendata/website-content-crawler; expected apify/website-content-crawler", "timestamp": "2026-10-15T18:34:13.460Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used nexgendata/website-content-crawler; expected apify/website-content-crawler", "timestamp": "2026-10-15T18:34:13.350Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "nexgendata/website-content-crawler", "comment": "Actors the agent ran: nexgendata/website-content-crawler", "timestamp": "2026-10-15T18:34:13.308Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T18:34:13.270Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T18:34:13.230Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used nexgendata/website-content-crawler; expected apify/website-content-crawler", "timestamp": "2026-10-15T18:34:13.196Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T18:34:13.161Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent used the wrong actor (nexgendata instead of apify/website-content-crawler), the input fields didn't match the expected schema per deterministic checks, and the final answer names the wrong actor — so the task was not completed as specified.", "timestamp": "2026-10-15T18:34:13.123Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search, fetch details, call actor, get dataset items) with no redundant steps.", "timestamp": "2026-10-15T18:34:13.084Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the 20 dataset items with titles and URLs from the actual run and reported five real titles directly from the tool result preview.", "timestamp": "2026-10-15T18:34:13.043Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed start_urls as an array with the correct URL and set max_pages=20, but the deterministic check confirms startUrls[0].url is missing (the actor used start_urls not startUrls, and the harness check failed), and maxCrawlPages is missing — the actor's field is max_pages not maxCrawlPages, so the input was formed correctly for the wrong actor's schema.", "timestamp": "2026-10-15T18:34:13.003Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for RAG/LLM text extraction actors and selected nexgendata/website-content-crawler instead of the intended apify/website-content-crawler; the search returned nexgendata's actor first and the agent picked it without finding the official Apify actor.", "timestamp": "2026-10-15T18:34:12.961Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T18:32:52.458Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, startUrl", "timestamp": "2026-10-15T18:32:52.405Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): nexgendata/website-content-crawler: maxCrawlPages is missing (expected at most 20)", "timestamp": "2026-10-15T18:32:52.340Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: nexgendata/website-content-crawler: startUrls[0].url is missing (expected to match /docs\\.apify\\.com/academy/)", "timestamp": "2026-10-15T18:32:52.304Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T18:32:52.267Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-15T18:32:52.192Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used nexgendata/website-content-crawler; expected apify/website-content-crawler", "timestamp": "2026-10-15T18:32:52.113Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "nexgendata/website-content-crawler", "infraOk": true, "failedChecks": [ "pageCap", "startUrl", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used nexgendata/website-content-crawler; expected apify/website-content-crawler" }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "d4cda778e1616002", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:none · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T18:32:44.114Z", "day": "2026-10-15", "traceId": "059be7c87036c877e299312e8c6b243d", "observationId": "aff0fd474e749195", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/059be7c87036c877e299312e8c6b243d?observation=aff0fd474e749195", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "2/2 passed; majority agreement 100%", "timestamp": "2026-10-15T18:34:28.617Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 1, "stringValue": null, "comment": "2/2 repeats passed", "timestamp": "2026-10-15T18:34:28.581Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported 9 organic results and the top three domains (adac.de, leasingmarkt.de, insta-drive.com) grounded in retrieved data, fulfilling the task requirements despite the missing languageCode.", "timestamp": "2026-10-15T18:34:11.401Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported 9 organic results and the top three domains (adac.de, leasingmarkt.de, insta-drive.com) grounded in retrieved data, fulfilling the task requirements despite the missing languageCode.", "timestamp": "2026-10-15T18:34:11.362Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-15T18:34:11.326Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T18:34:11.291Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The agent passed 'searchLanguage': 'de' in the call-actor input, but the correct field name per the Actor's input schema is 'languageCode', causing the lang deterministic check to FAIL with languageCode=null in the output.", "timestamp": "2026-10-15T18:34:11.256Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T18:34:11.222Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported 9 organic results and the top three domains (adac.de, leasingmarkt.de, insta-drive.com) grounded in retrieved data, fulfilling the task requirements despite the missing languageCode.", "timestamp": "2026-10-15T18:34:11.189Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 4 tool calls: one to fetch actor details, one to run the actor, and two to get dataset items (the second needed because the first fields-projected call returned empty) — reasonably efficient with only one minor retry.", "timestamp": "2026-10-15T18:34:11.151Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with fields projection returned an empty object {}; the agent recovered by making a second call without field projection to get the full data.", "timestamp": "2026-10-15T18:34:11.114Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent's final answer (9 organic results, top 3 domains: adac.de, leasingmarkt.de, insta-drive.com) directly matches the data returned in the dataset items tool result.", "timestamp": "2026-10-15T18:34:11.078Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed countryCode='de' and maxPagesPerQuery=1 correctly, but used 'searchLanguage' instead of the correct 'languageCode' field, which is why the lang deterministic check FAILED — languageCode was null in the output.", "timestamp": "2026-10-15T18:34:10.955Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for running apify/google-search-scraper and retrieving results.", "timestamp": "2026-10-15T18:34:10.876Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T18:33:30.227Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T18:33:30.170Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T18:33:30.129Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T18:33:30.092Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T18:33:30.055Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode is missing (expected \"de\")", "timestamp": "2026-10-15T18:33:30.023Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T18:33:29.979Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T18:33:29.897Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T18:33:29.855Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T18:33:29.766Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang" ], "judgeComment": "PASS: The agent correctly reported 9 organic results and the top three domains (adac.de, leasingmarkt.de, insta-drive.com) grounded in retrieved data, fulfilling the task requirements despite the missing languageCode." }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "d4cda778e1616002", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:none · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T18:32:52.491Z", "day": "2026-10-15", "traceId": "b80195985f280e90c1ea744dbc6bbe45", "observationId": "db7100daaf75aa0d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b80195985f280e90c1ea744dbc6bbe45?observation=db7100daaf75aa0d", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "2/2 passed; majority agreement 100%", "timestamp": "2026-10-15T18:34:28.782Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 1, "stringValue": null, "comment": "2/2 repeats passed", "timestamp": "2026-10-15T18:34:28.742Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned organic results with titles, URLs, and snippets for the query 'apify web scraping' from the first page only, and correctly ended with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-15T18:34:11.503Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned organic results with titles, URLs, and snippets for the query 'apify web scraping' from the first page only, and correctly ended with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-15T18:34:11.467Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-10-15T18:34:11.428Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T18:34:11.389Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T18:34:11.355Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first get-dataset-items call with fields='organicResults.position,organicResults.title,organicResults.url,organicResults.description' returned empty items ({}), suggesting the dot-notation field projection for nested arrays did not work as expected, requiring a second call without field filtering to retrieve the data.", "timestamp": "2026-10-15T18:34:11.316Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-15T18:34:11.284Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned organic results with titles, URLs, and snippets for the query 'apify web scraping' from the first page only, and correctly ended with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-15T18:34:11.252Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 5 tool calls: search-actors, fetch-actor-details, call-actor, and two get-dataset-items calls (the second needed because the first field-projected call returned empty items), which is reasonably efficient with only one retry needed.", "timestamp": "2026-10-15T18:34:11.221Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with field projection returned empty items ({}), so the agent made a second call without field filtering using clean=true, successfully retrieving the data.", "timestamp": "2026-10-15T18:34:11.188Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and presented the actual organic results (titles, URLs, snippets) from the tool response, including positions 1-5 with real data from the dataset.", "timestamp": "2026-10-15T18:34:11.154Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with queries='apify web scraping' and maxPagesPerQuery=1, which correctly targets the first results page only with the right query.", "timestamp": "2026-10-15T18:34:11.116Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/google-search-scraper, the intended actor for scraping Google Search results, confirmed by the deterministic rightActor check passing.", "timestamp": "2026-10-15T18:34:11.072Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "d4cda778e1616002", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T18:33:53.482Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-15T18:33:53.445Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T18:33:53.404Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-15T18:33:53.320Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T18:33:53.232Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned organic results with titles, URLs, and snippets for the query 'apify web scraping' from the first page only, and correctly ended with 'Actor: apify/google-search-scraper' as required." }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "82299dd48cb1a658", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:apify-ultimate-scraper · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T18:34:59.465Z", "day": "2026-10-15", "traceId": "4e542ac118e4c14e2dd2faf6e49265a3", "observationId": "df0d5fa1f19c1fb4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4e542ac118e4c14e2dd2faf6e49265a3?observation=df0d5fa1f19c1fb4", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-15T18:41:51.868Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-15T18:41:51.764Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T18:41:51.722Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T18:41:51.688Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-15T18:41:51.655Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-15T18:41:51.611Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The crawl captured 11 pages (exceeding the 10-page cap per deterministic check), several pages were outside the /platform section (/academy/scraping-basics-javascript, /academy/apify-platform), saveHtml was never properly set (saveHtmlAsFile was used instead of saveHtml=true per deterministic check), and the agent falsely claimed 'All pages are within the /platform section' when items 10 and 11 are clearly in /academy.", "timestamp": "2026-10-15T18:41:51.578Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 3 actor runs (one failed, one that only got 1 page due to overly restrictive excludeUrlGlobs, and a third without URL filtering) when ideally 1-2 runs would suffice, and it polled the run status twice unnecessarily.", "timestamp": "2026-10-15T18:41:51.540Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed due to input validation (saveHtmlAsFile used incorrectly), the agent correctly read the schema from the error response and reformatted the input with proper glob objects for the second call, though it dropped the includeUrlGlobs in the third run.", "timestamp": "2026-10-15T18:41:51.507Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and key-value store records and used the actual data (URLs, htmlUrl fields, HTML content) to construct its final report rather than inventing information.", "timestamp": "2026-10-15T18:41:51.470Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call used invalid parameter 'saveHtmlAsFile' as a string key (causing CALL-FAILED), and the second successful call used 'saveHtmlAsFile' but the deterministic check confirms saveHtml was never set to true; additionally, the second run omitted includeUrlGlobs entirely, allowing crawling outside the /platform section (pages like /academy/scraping-basics-javascript were captured).", "timestamp": "2026-10-15T18:41:51.424Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/website-content-crawler for the crawling task and used appropriate MCP tools (fetch-actor-details, call-actor, get-dataset-items, get-actor-run, get-key-value-store-record) to execute and verify the run.", "timestamp": "2026-10-15T18:41:51.383Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T18:38:39.426Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-15T18:38:39.388Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 12 items, expected at most 10", "timestamp": "2026-10-15T18:38:39.351Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true)", "timestamp": "2026-10-15T18:38:39.314Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs is missing (expected to be set)", "timestamp": "2026-10-15T18:38:39.278Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 3 run(s): maxCrawlPages", "timestamp": "2026-10-15T18:38:39.237Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): startUrls[0].url", "timestamp": "2026-10-15T18:38:39.199Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-15T18:38:39.116Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-15T18:38:39.022Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter", "ranOk" ], "judgeComment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "82299dd48cb1a658", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:apify-ultimate-scraper · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T18:34:59.465Z", "day": "2026-10-15", "traceId": "9181dabc5d6685753ac669ecadcf1794", "observationId": "b9d17ae176576856", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9181dabc5d6685753ac669ecadcf1794?observation=b9d17ae176576856", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T18:41:52.200Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T18:41:52.163Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used nexgendata/website-content-crawler; expected apify/website-content-crawler", "timestamp": "2026-10-15T18:41:48.363Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used nexgendata/website-content-crawler; expected apify/website-content-crawler", "timestamp": "2026-10-15T18:41:48.267Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "nexgendata/website-content-crawler", "comment": "Actors the agent ran: nexgendata/website-content-crawler", "timestamp": "2026-10-15T18:41:48.189Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T18:41:48.155Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T18:41:48.103Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used nexgendata/website-content-crawler; expected apify/website-content-crawler", "timestamp": "2026-10-15T18:41:48.066Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T18:41:48.029Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent used the wrong actor (nexgendata instead of apify/website-content-crawler), the input parameters were not correctly mapped per the harness, and the final answer names the wrong actor, so the task was not completed as specified.", "timestamp": "2026-10-15T18:41:47.994Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used a direct 4-step path: search, fetch details, call actor, get dataset items — no unnecessary repetition.", "timestamp": "2026-10-15T18:41:47.937Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and correctly reported 20 pages with real titles and word counts from the tool result, not invented data.", "timestamp": "2026-10-15T18:41:47.890Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed start_urls as an array with the correct URL and set max_pages=20, but the deterministic check confirms startUrls[0].url is missing (the actor used a different field name internally) and maxCrawlPages is missing, meaning the page cap was not properly applied per the harness checks.", "timestamp": "2026-10-15T18:41:47.787Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for RAG/LLM text extraction actors and selected nexgendata/website-content-crawler instead of the intended apify/website-content-crawler; the search returned the nexgendata actor first and the agent picked it without finding the official Apify actor.", "timestamp": "2026-10-15T18:41:47.693Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T18:35:50.695Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, startUrl", "timestamp": "2026-10-15T18:35:50.646Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): nexgendata/website-content-crawler: maxCrawlPages is missing (expected at most 20)", "timestamp": "2026-10-15T18:35:50.599Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: nexgendata/website-content-crawler: startUrls[0].url is missing (expected to match /docs\\.apify\\.com/academy/)", "timestamp": "2026-10-15T18:35:50.551Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T18:35:50.505Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-15T18:35:50.430Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used nexgendata/website-content-crawler; expected apify/website-content-crawler", "timestamp": "2026-10-15T18:35:50.339Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "nexgendata/website-content-crawler", "infraOk": true, "failedChecks": [ "pageCap", "startUrl", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used nexgendata/website-content-crawler; expected apify/website-content-crawler" }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "82299dd48cb1a658", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:apify-ultimate-scraper · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T18:35:50.725Z", "day": "2026-10-15", "traceId": "87914e9e72d22df9cb4bee7cb19e8610", "observationId": "c1150a2c09e6e9ae", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/87914e9e72d22df9cb4bee7cb19e8610?observation=c1150a2c09e6e9ae", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "2/2 passed; majority agreement 100%", "timestamp": "2026-10-15T18:41:52.033Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 1, "stringValue": null, "comment": "2/2 repeats passed", "timestamp": "2026-10-15T18:41:51.999Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported 9 organic results and the top three domains (adac.de, leasingmarkt.de, insta-drive.com) based on actual retrieved data, fulfilling the task requirements despite the missing languageCode parameter.", "timestamp": "2026-10-15T18:41:36.217Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported 9 organic results and the top three domains (adac.de, leasingmarkt.de, insta-drive.com) based on actual retrieved data, fulfilling the task requirements despite the missing languageCode parameter.", "timestamp": "2026-10-15T18:41:35.916Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-15T18:41:35.817Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T18:41:35.603Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The agent passed 'searchLanguage': 'de' in the call-actor input, but the correct field name per the Actor's input schema is 'languageCode', resulting in the deterministic check lang (apify.input, warn): FAIL and languageCode: null in the dataset output.", "timestamp": "2026-10-15T18:41:35.561Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T18:41:35.517Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported 9 organic results and the top three domains (adac.de, leasingmarkt.de, insta-drive.com) based on actual retrieved data, fulfilling the task requirements despite the missing languageCode parameter.", "timestamp": "2026-10-15T18:41:35.415Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: one to fetch actor details, one to run the actor, and two to get dataset items (the second needed because the first field-projected call returned empty objects), which is reasonably efficient.", "timestamp": "2026-10-15T18:41:35.362Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with fields projection returned empty items ({}), and the agent correctly recovered by making a second call without field projection to get the full data.", "timestamp": "2026-10-15T18:41:35.322Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and correctly extracted the organic result count (9) and top three domains (adac.de, leasingmarkt.de, insta-drive.com) directly from the tool results.", "timestamp": "2026-10-15T18:41:35.270Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed queries='elektroauto leasing', maxPagesPerQuery=1, countryCode='de', and searchLanguage='de', but the deterministic check confirms languageCode was missing (the field name should have been 'languageCode' not 'searchLanguage', as evidenced by the dataset showing languageCode: null in the result).", "timestamp": "2026-10-15T18:41:35.230Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items tools, which are the appropriate tools for running apify/google-search-scraper and retrieving results.", "timestamp": "2026-10-15T18:41:35.191Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T18:36:49.324Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T18:36:49.288Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T18:36:49.247Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T18:36:49.208Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T18:36:49.170Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode is missing (expected \"de\")", "timestamp": "2026-10-15T18:36:49.093Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T18:36:49.041Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T18:36:49.003Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T18:36:48.921Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T18:36:48.836Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang" ], "judgeComment": "PASS: The agent correctly reported 9 organic results and the top three domains (adac.de, leasingmarkt.de, insta-drive.com) based on actual retrieved data, fulfilling the task requirements despite the missing languageCode parameter." }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "82299dd48cb1a658", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:apify-ultimate-scraper · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T18:36:49.361Z", "day": "2026-10-15", "traceId": "7e4e747bfb9db34f84081a0392e407da", "observationId": "61be6df122760d27", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7e4e747bfb9db34f84081a0392e407da?observation=61be6df122760d27", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned organic results with titles, URLs, and snippets for the query 'apify web scraping' from the first page only, and correctly ended with 'Actor: apify/google-search-scraper'.", "timestamp": "2026-10-15T18:41:35.319Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned organic results with titles, URLs, and snippets for the query 'apify web scraping' from the first page only, and correctly ended with 'Actor: apify/google-search-scraper'.", "timestamp": "2026-10-15T18:41:35.236Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-10-15T18:41:35.183Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T18:41:35.140Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T18:41:35.088Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first get-dataset-items call with fields='organicResults.position,organicResults.title,organicResults.url,organicResults.description' returned an empty item ({}), suggesting the dot-notation field projection did not work as expected for nested array fields, requiring a second call without field filtering to get the actual data.", "timestamp": "2026-10-15T18:41:35.055Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-15T18:41:35.009Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned organic results with titles, URLs, and snippets for the query 'apify web scraping' from the first page only, and correctly ended with 'Actor: apify/google-search-scraper'.", "timestamp": "2026-10-15T18:41:34.973Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: search-actors, fetch-actor-details, call-actor, and two get-dataset-items calls (the second needed because the first field-projected call returned empty objects), which is reasonably efficient with only one minor retry.", "timestamp": "2026-10-15T18:41:34.933Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with field projection returned an empty item ({}), so the agent made a second call without field filtering to successfully retrieve the full data.", "timestamp": "2026-10-15T18:41:34.850Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and presented organic results with titles, URLs, and snippets directly from the tool output data (confirmed by matching content in the tool result preview).", "timestamp": "2026-10-15T18:41:34.809Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with queries='apify web scraping' and maxPagesPerQuery=1, which correctly limits to the first results page as required.", "timestamp": "2026-10-15T18:41:34.776Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/google-search-scraper, the intended actor for scraping Google Search organic results.", "timestamp": "2026-10-15T18:41:34.684Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T18:37:41.598Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-15T18:37:41.561Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T18:37:41.511Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-15T18:37:41.426Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T18:37:41.307Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned organic results with titles, URLs, and snippets for the query 'apify web scraping' from the first page only, and correctly ended with 'Actor: apify/google-search-scraper'." }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "82299dd48cb1a658", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:apify-ultimate-scraper · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T18:37:41.681Z", "day": "2026-10-15", "traceId": "f98910d1a403190e91e51b98806dcd6b", "observationId": "4bde134dda96c2f8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f98910d1a403190e91e51b98806dcd6b?observation=4bde134dda96c2f8", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-15T20:26:33.829Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-15T20:26:33.701Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T20:26:33.669Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T20:26:33.615Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-15T20:26:33.582Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-15T20:26:33.541Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final run got 11 dataset items (exceeding the 10-page cap per deterministic check), lacked includeUrlGlobs to restrict to platform section (sectionFilter FAIL), and saveHtml was not set (saveHtml FAIL), so the task requirements for section filtering and explicit HTML saving were not properly met.", "timestamp": "2026-10-15T20:26:33.505Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "Three Actor runs were made (one failed, one returned 1 page, one returned 10+ pages), exceeding the expected maximum of 2 runs; the second run should have been configured correctly from the start.", "timestamp": "2026-10-15T20:26:33.428Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with input validation error, the agent correctly fixed the includeUrlGlobs format to use objects with 'glob' key; when the second run returned only 1 page, the agent launched a third run with sitemaps enabled to get more pages.", "timestamp": "2026-10-15T20:26:33.374Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the dataset items and key-value store keys from actual tool results to report page counts, HTML URLs, and page titles in the final answer.", "timestamp": "2026-10-15T20:26:33.336Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call used saveHtmlAsFile=true and includeUrlGlobs with correct glob objects, but the second run dropped includeUrlGlobs entirely (sectionFilter FAIL) and used saveHtmlAsFile instead of saveHtml (saveHtml FAIL per deterministic checks); the first call also failed due to wrong input format.", "timestamp": "2026-10-15T20:26:33.296Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/website-content-crawler and used fetch-actor-details, call-actor, get-dataset-items, get-actor-run, and Read tools, all appropriate for the task.", "timestamp": "2026-10-15T20:26:33.254Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T18:41:18.117Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-15T18:41:18.078Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 12 items, expected at most 10", "timestamp": "2026-10-15T18:41:18.042Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true)", "timestamp": "2026-10-15T18:41:18.006Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs is missing (expected to be set)", "timestamp": "2026-10-15T18:41:17.970Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 3 run(s): maxCrawlPages", "timestamp": "2026-10-15T18:41:17.927Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): startUrls[0].url", "timestamp": "2026-10-15T18:41:17.888Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-15T18:41:17.807Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-15T18:41:17.727Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter", "ranOk" ], "judgeComment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "82299dd48cb1a658", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:apify-ultimate-scraper · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T18:38:39.463Z", "day": "2026-10-15", "traceId": "fcacb3d1a56a04396fc1086c13b3abb2", "observationId": "510dc9b84514dd1a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/fcacb3d1a56a04396fc1086c13b3abb2?observation=510dc9b84514dd1a", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T18:41:52.120Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T18:41:52.077Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used hipersoft/web-content-crawler-pro; expected apify/website-content-crawler", "timestamp": "2026-10-15T18:41:37.800Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used hipersoft/web-content-crawler-pro; expected apify/website-content-crawler", "timestamp": "2026-10-15T18:41:37.700Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "hipersoft/web-content-crawler-pro", "comment": "Actors the agent ran: hipersoft/web-content-crawler-pro", "timestamp": "2026-10-15T18:41:37.659Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T18:41:37.622Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T18:41:37.416Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used hipersoft/web-content-crawler-pro; expected apify/website-content-crawler", "timestamp": "2026-10-15T18:41:37.315Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T18:41:37.117Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 19 pages and five real titles from the dataset, but used the wrong actor (hipersoft/web-content-crawler-pro instead of apify/website-content-crawler) and the crawl did not stay within /academy (pages from /actors, /security, /api, etc. were returned), so the task was not properly fulfilled.", "timestamp": "2026-10-15T18:41:36.721Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used a direct 4-call sequence: search, fetch details, call actor, get items — no redundant steps.", "timestamp": "2026-10-15T18:41:36.515Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items via get-dataset-items and accurately reported the 19 pages and five real titles from the tool result preview.", "timestamp": "2026-10-15T18:41:36.419Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed urls=[\"https://docs.apify.com/academy\"], crawl=true, maxCrawlPages=20, saveMarkdown=true, which are sensible inputs, but the startUrl deterministic check FAILed because the actor used 'urls' instead of 'startUrls[0].url' and the crawl wandered outside /academy to other docs sections.", "timestamp": "2026-10-15T18:41:36.315Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for LLM-ready crawlers and selected hipersoft/web-content-crawler-pro instead of the canonical apify/website-content-crawler; the rightActor check is FAIL, meaning the wrong actor was chosen despite the correct category of tool being identified.", "timestamp": "2026-10-15T18:41:36.220Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T18:39:40.561Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, startUrl", "timestamp": "2026-10-15T18:39:40.516Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawlPages", "timestamp": "2026-10-15T18:39:40.477Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: hipersoft/web-content-crawler-pro: startUrls[0].url is missing (expected to match /docs\\.apify\\.com/academy/)", "timestamp": "2026-10-15T18:39:40.431Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T18:39:40.388Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-15T18:39:40.232Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used hipersoft/web-content-crawler-pro; expected apify/website-content-crawler", "timestamp": "2026-10-15T18:39:40.140Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "hipersoft/web-content-crawler-pro", "infraOk": true, "failedChecks": [ "startUrl", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used hipersoft/web-content-crawler-pro; expected apify/website-content-crawler" }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "82299dd48cb1a658", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:apify-ultimate-scraper · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T18:39:40.605Z", "day": "2026-10-15", "traceId": "43d538ce51f97d07cf3001ba60bffbfc", "observationId": "b51a166291db132e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/43d538ce51f97d07cf3001ba60bffbfc?observation=b51a166291db132e", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "2/2 passed; majority agreement 100%", "timestamp": "2026-10-15T18:41:51.960Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 1, "stringValue": null, "comment": "2/2 repeats passed", "timestamp": "2026-10-15T18:41:51.921Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 9 organic results and the top three domains (adac.de, leasingmarkt.de, insta-drive.com) grounded in the retrieved data, fulfilling the task requirements despite the missing languageCode.", "timestamp": "2026-10-15T18:41:35.234Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 9 organic results and the top three domains (adac.de, leasingmarkt.de, insta-drive.com) grounded in the retrieved data, fulfilling the task requirements despite the missing languageCode.", "timestamp": "2026-10-15T18:41:35.188Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-15T18:41:35.147Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T18:41:35.015Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The agent used 'searchLanguage': 'de' in the call-actor input, but the correct field name per the Actor's input schema is 'languageCode', causing the deterministic lang check to FAIL. The agent read the schema but used the wrong parameter name.", "timestamp": "2026-10-15T18:41:34.978Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-15T18:41:34.939Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 9 organic results and the top three domains (adac.de, leasingmarkt.de, insta-drive.com) grounded in the retrieved data, fulfilling the task requirements despite the missing languageCode.", "timestamp": "2026-10-15T18:41:34.900Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 4 tool calls: fetch-actor-details, call-actor, and two get-dataset-items calls (the second needed because the first field-projected call returned empty), which is reasonably efficient with only one minor retry.", "timestamp": "2026-10-15T18:41:34.860Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with field projection returned an empty object {}; the agent immediately retried without field filtering and successfully retrieved the full data.", "timestamp": "2026-10-15T18:41:34.812Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent reported the top three domains (adac.de, leasingmarkt.de, insta-drive.com) directly from the dataset items returned by get-dataset-items, matching the tool result preview.", "timestamp": "2026-10-15T18:41:34.780Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed queries='elektroauto leasing', maxPagesPerQuery=1, countryCode='de', and searchLanguage='de', but the deterministic check confirms languageCode was missing (the field name should have been 'languageCode' not 'searchLanguage'), so the language parameter was not correctly applied.", "timestamp": "2026-10-15T18:41:34.703Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for running apify/google-search-scraper and retrieving results.", "timestamp": "2026-10-15T18:41:34.585Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T18:40:21.231Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T18:40:21.187Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T18:40:21.146Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T18:40:21.101Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T18:40:21.061Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode is missing (expected \"de\")", "timestamp": "2026-10-15T18:40:21.026Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T18:40:20.987Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T18:40:20.943Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T18:40:20.864Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T18:40:20.686Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang" ], "judgeComment": "PASS: The agent reported 9 organic results and the top three domains (adac.de, leasingmarkt.de, insta-drive.com) grounded in the retrieved data, fulfilling the task requirements despite the missing languageCode." }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "82299dd48cb1a658", "experimentName": "store-actors · claude-haiku-4.5 · surface:mcp · skills:apify-ultimate-scraper · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T18:40:21.268Z", "day": "2026-10-15", "traceId": "160ccd8e9704a54adda28ab9d0219d35", "observationId": "f52b7bc2240b3024", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/160ccd8e9704a54adda28ab9d0219d35?observation=f52b7bc2240b3024", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned organic results with titles, links, and snippets for the query 'apify web scraping' from the first page, and ended with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-15T20:26:29.692Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned organic results with titles, links, and snippets for the query 'apify web scraping' from the first page, and ended with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-15T20:26:29.649Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-10-15T20:26:29.571Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T20:26:29.533Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T20:26:29.487Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first get-dataset-items call with fields='organicResults.title,organicResults.url,organicResults.description' returned empty items ({}), suggesting the dot-notation field projection did not work as expected for nested array fields, forcing the agent to make a second call without field filtering.", "timestamp": "2026-10-15T20:26:29.446Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-15T20:26:29.408Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned organic results with titles, links, and snippets for the query 'apify web scraping' from the first page, and ended with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-15T20:26:29.367Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call because the fields projection returned empty objects, requiring a retry without field filtering; this was a minor inefficiency but necessary given the output behavior.", "timestamp": "2026-10-15T20:26:29.331Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with fields projection returned empty items ({}), so the agent made a second call without field filtering to successfully retrieve the full data.", "timestamp": "2026-10-15T20:26:29.272Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and presented organic results with titles, URLs, and snippets directly from the tool result data, including actual URLs like https://apify.com/ and https://github.com/apify.", "timestamp": "2026-10-15T20:26:29.236Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with queries='apify web scraping' and maxPagesPerQuery=1, which correctly targets the first results page only with the right query.", "timestamp": "2026-10-15T20:26:29.112Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/google-search-scraper, the intended actor for scraping Google Search results, confirmed by the deterministic rightActor check passing.", "timestamp": "2026-10-15T20:26:28.979Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "82299dd48cb1a658", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T18:41:18.623Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-15T18:41:18.588Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T18:41:18.552Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-15T18:41:18.465Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T18:41:18.422Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned organic results with titles, links, and snippets for the query 'apify web scraping' from the first page, and ended with 'Actor: apify/google-search-scraper' as required." }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "464320fe31148ebc", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:none · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T18:42:20.408Z", "day": "2026-10-15", "traceId": "10a6bd2a650d4984e5a38b20136a5127", "observationId": "323aec23b7d2b269", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/10a6bd2a650d4984e5a38b20136a5127?observation=323aec23b7d2b269", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T18:51:18.550Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T18:51:18.510Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/web-fetch, get_anything/llm-web-scraper; expected apify/website-content-crawler", "timestamp": "2026-10-15T18:51:15.251Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/web-fetch, get_anything/llm-web-scraper; expected apify/website-content-crawler", "timestamp": "2026-10-15T18:51:15.165Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/web-fetch", "comment": "Actors the agent ran: apify/web-fetch, get_anything/llm-web-scraper", "timestamp": "2026-10-15T18:51:15.127Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T18:51:15.071Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T18:51:15.032Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/web-fetch, get_anything/llm-web-scraper; expected apify/website-content-crawler", "timestamp": "2026-10-15T18:51:14.991Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent used the wrong actor (get_anything/llm-web-scraper instead of apify/website-content-crawler), the crawl wandered outside the /academy subtree (pages like docs.apify.com/actors, /storage, /proxy were returned), and the startUrl check is FAIL, meaning the task was not completed as specified.", "timestamp": "2026-10-15T18:51:14.943Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made an unnecessary preliminary fetch of the Academy homepage with web-fetch before running the crawler, adding an extra round-trip that wasn't needed for the crawl task.", "timestamp": "2026-10-15T18:51:14.902Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call-actor failed due to waitSecs>45, the agent immediately retried with waitSecs:=45 and succeeded.", "timestamp": "2026-10-15T18:51:14.850Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and correctly reported titles and page counts from the actual API response, not invented data.", "timestamp": "2026-10-15T18:51:14.804Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed startUrls, crawl:true, maxPages:20, maxDepth:3, and outputFormat:markdown to get_anything/llm-web-scraper, which are reasonable inputs for that actor, but the pageCap check is FAIL because maxCrawlPages was missing (the actor uses maxPages instead, which may not have been recognized by the harness check).", "timestamp": "2026-10-15T18:51:14.762Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose get_anything/llm-web-scraper instead of the intended apify/website-content-crawler; the deterministic check rightActor is FAIL, confirming the wrong actor was selected despite the task explicitly asking for an LLM-ready text crawler.", "timestamp": "2026-10-15T18:51:14.659Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T18:45:21.443Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, startUrl", "timestamp": "2026-10-15T18:45:21.381Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/web-fetch: maxCrawlPages is missing (expected at most 20); get_anything/llm-web-scraper: maxCrawlPages is missing (expected at most 20)", "timestamp": "2026-10-15T18:45:21.342Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: apify/web-fetch: startUrls[0].url is missing (expected to match /docs\\.apify\\.com/academy/)", "timestamp": "2026-10-15T18:45:21.299Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-15T18:45:21.258Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-15T18:45:21.171Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/web-fetch, get_anything/llm-web-scraper; expected apify/website-content-crawler", "timestamp": "2026-10-15T18:45:21.081Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/web-fetch", "infraOk": true, "failedChecks": [ "pageCap", "startUrl", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/web-fetch, get_anything/llm-web-scraper; expected apify/website-content-crawler" }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "464320fe31148ebc", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:none · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T18:42:20.408Z", "day": "2026-10-15", "traceId": "dcb9499fd5f406d3928bf137b17503ec", "observationId": "73dc9c9e60fb9ded", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/dcb9499fd5f406d3928bf137b17503ec?observation=73dc9c9e60fb9ded", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T18:51:18.722Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T18:51:18.680Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-15T18:51:18.005Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-15T18:51:17.898Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T18:51:17.860Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-15T18:51:17.822Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The agent used saveHtmlAsFile:true instead of saveHtml:true (the field the task required per the deterministic check), spent excessive turns on discovery before acting, and ran out of turns before the second run completed — these are reasoning failures: misidentifying which HTML-save field satisfies the requirement and inefficient planning rather than Actor or surface issues.", "timestamp": "2026-10-15T18:51:17.786Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns with the second run still in READY state, never confirmed HTML was saved (saveHtml check FAILED per deterministic facts), and only retrieved 1 page instead of up to 10 — the task was not completed.", "timestamp": "2026-10-15T18:51:17.739Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent multiple turns on tool discovery (tools-list, tools-get, search-actors, fetch-actor-details) before calling the Actor, and then needed multiple Actor calls due to input issues and poor results, making the path less efficient than necessary.", "timestamp": "2026-10-15T18:51:17.702Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first run returned only 1 item due to redirect, the agent attempted a retry with useSitemaps:true; when waitSecs:60 failed validation, it correctly switched to waitSecs:0.", "timestamp": "2026-10-15T18:51:17.656Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and correctly observed only 1 page was returned, then attempted a second run with sitemap discovery to improve results.", "timestamp": "2026-10-15T18:51:17.610Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent used correct glob format {\"glob\":\"https://docs.apify.com/platform/**\"}, set maxCrawlPages:10, and used saveHtmlAsFile:true — however the deterministic check confirms saveHtml=false (expected true), meaning saveHtmlAsFile was not recognized as the correct field for the saveHtml requirement, and the run only produced 1 item.", "timestamp": "2026-10-15T18:51:17.565Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/website-content-crawler, which is the exact Actor named in the task.", "timestamp": "2026-10-15T18:51:17.456Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T18:43:58.752Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-15T18:43:58.719Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-15T18:43:58.684Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml = false (expected true)", "timestamp": "2026-10-15T18:43:58.648Z", "metadata": {} }, "check.sectionFilter": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeUrlGlobs", "timestamp": "2026-10-15T18:43:58.608Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawlPages", "timestamp": "2026-10-15T18:43:58.572Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-15T18:43:58.488Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T18:43:58.410Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-15T18:43:58.314Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "saveHtml" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "464320fe31148ebc", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:none · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T18:43:58.807Z", "day": "2026-10-15", "traceId": "75933d27e8f949871b2a050cf5e5d00c", "observationId": "b8beb2e35ed5a2df", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/75933d27e8f949871b2a050cf5e5d00c?observation=b8beb2e35ed5a2df", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T18:51:18.385Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T18:51:18.344Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used automation-lab/google-search-scraper; expected apify/google-search-scraper", "timestamp": "2026-10-15T18:51:13.475Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used automation-lab/google-search-scraper; expected apify/google-search-scraper", "timestamp": "2026-10-15T18:51:13.386Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T18:51:13.337Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T18:51:13.298Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "readme-docs", "comment": "check rightActor: used automation-lab/google-search-scraper; expected apify/google-search-scraper", "timestamp": "2026-10-15T18:51:13.257Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent used the wrong Actor (automation-lab instead of apify/google-search-scraper), missing required input fields per the deterministic checks, and returned 14 items instead of the expected ≤5, and the output fields were missing searchQuery/organicResults; despite reporting a plausible answer, the task required using the specific apify/google-search-scraper Actor which was not used.", "timestamp": "2026-10-15T18:51:13.218Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent searched for the actor, fetched its details, called it, and retrieved results in a reasonably direct sequence without unnecessary repetition.", "timestamp": "2026-10-15T18:51:13.179Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent encountered an error on the fetch-actor-details command syntax (exit code 1) and correctly pivoted to using tools-call fetch-actor-details instead.", "timestamp": "2026-10-15T18:51:13.132Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent correctly read the dataset items returned by the run and reported organic result count (9) and top 3 domains directly from the retrieved data.", "timestamp": "2026-10-15T18:51:13.095Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed country='de' and language='de' and maxResultsPerQuery=10, but the deterministic checks show countryCode is missing, languageCode is missing, and maxPagesPerQuery is missing — these are the field names expected by apify/google-search-scraper, not automation-lab/google-search-scraper which uses different field names (country/language vs countryCode/languageCode).", "timestamp": "2026-10-15T18:51:13.049Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used automation-lab/google-search-scraper instead of the required apify/google-search-scraper; the deterministic check rightActor is FAIL.", "timestamp": "2026-10-15T18:51:13.009Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T18:45:30.700Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, country, items, fields", "timestamp": "2026-10-15T18:45:30.670Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 14 of 14 items missing searchQuery; 14 of 14 items missing organicResults", "timestamp": "2026-10-15T18:45:30.628Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 14 items, expected at most 5", "timestamp": "2026-10-15T18:45:30.588Z", "metadata": {} }, "check.pages": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/google-search-scraper: maxPagesPerQuery is missing (expected at most 1)", "timestamp": "2026-10-15T18:45:30.552Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/google-search-scraper: languageCode is missing (expected \"de\")", "timestamp": "2026-10-15T18:45:30.514Z", "metadata": {} }, "check.country": { "value": 0, "stringValue": null, "comment": "FAIL: automation-lab/google-search-scraper: countryCode is missing (expected \"de\")", "timestamp": "2026-10-15T18:45:30.472Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T18:45:30.428Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T18:45:30.334Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used automation-lab/google-search-scraper; expected apify/google-search-scraper", "timestamp": "2026-10-15T18:45:30.225Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "readme-docs", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "items", "pages", "lang", "country", "rightActor" ], "judgeComment": "FAIL: check rightActor: used automation-lab/google-search-scraper; expected apify/google-search-scraper" }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "464320fe31148ebc", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:none · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T18:45:21.482Z", "day": "2026-10-15", "traceId": "7d3693165f1da09aef55f19a4990ddf3", "observationId": "997dd6196f1a849d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7d3693165f1da09aef55f19a4990ddf3?observation=997dd6196f1a849d", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "2/2 passed; majority agreement 100%", "timestamp": "2026-10-15T18:51:18.233Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 1, "stringValue": null, "comment": "2/2 repeats passed", "timestamp": "2026-10-15T18:51:18.200Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents 6 organic results with titles, links, and snippets from the first page of Google Search for 'apify web scraping', ending with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-15T18:51:09.597Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents 6 organic results with titles, links, and snippets from the first page of Google Search for 'apify web scraping', ending with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-15T18:51:09.556Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-10-15T18:51:09.501Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T18:51:09.460Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T18:51:09.420Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent successfully found the correct actor, ran it with appropriate inputs, recovered from minor errors, and delivered a complete answer with organic results titles, URLs, and snippets from the retrieved data.", "timestamp": "2026-10-15T18:51:09.377Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents 6 organic results with titles, links, and snippets from the first page of Google Search for 'apify web scraping', ending with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-15T18:51:09.339Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed a few extra calls due to syntax errors (wrong mcpc command format, wrong fields type), but overall the path was reasonably direct: search actors, call actor, fetch dataset results.", "timestamp": "2026-10-15T18:51:09.299Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call-actor attempt failed with 'waitSecs must be <= 45', the agent immediately retried with waitSecs=45 and succeeded; when get-dataset-items failed with fields as array, the agent retried with fields as a string.", "timestamp": "2026-10-15T18:51:09.250Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the dataset items from the actual run (datasetId WQeXElx3j46Y1j4Ch) and presented organic results with titles, URLs, and descriptions that match the data visible in the tool result preview.", "timestamp": "2026-10-15T18:51:09.213Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with queries='apify web scraping' and maxPagesPerQuery=1, which correctly targets the first results page only; the initial waitSecs=60 error was corrected to 45.", "timestamp": "2026-10-15T18:51:09.163Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/google-search-scraper, the intended actor for scraping Google Search organic results, confirmed by the deterministic rightActor check passing.", "timestamp": "2026-10-15T18:51:09.102Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T18:46:45.319Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-15T18:46:45.274Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T18:46:45.234Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-15T18:46:45.166Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T18:46:45.072Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents 6 organic results with titles, links, and snippets from the first page of Google Search for 'apify web scraping', ending with 'Actor: apify/google-search-scraper' as required." }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "464320fe31148ebc", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:none · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T18:45:30.747Z", "day": "2026-10-15", "traceId": "c7f7a1fe0c84597ab178bef421909538", "observationId": "4ee47ab176526f02", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c7f7a1fe0c84597ab178bef421909538?observation=4ee47ab176526f02", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T18:51:18.634Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T18:51:18.587Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-15T18:51:03.409Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-15T18:51:03.307Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T18:51:03.259Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T18:51:03.220Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-15T18:51:03.179Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns without completing the task - all 4 runs returned only 1 dataset item, saveHtml was never enabled (saveHtml=false on all runs per deterministic checks), and no final report of page count or HTML confirmation was delivered.", "timestamp": "2026-10-15T18:51:03.141Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 4 Actor runs (exceeding the expected maximum of 2) with incremental tweaks, repeatedly getting 1 item without diagnosing the root cause (the start URL redirecting to docs root and the site structure not having crawlable links from the platform page).", "timestamp": "2026-10-15T18:51:03.097Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the first run failed with input validation (saveHtmlAsFile not recognized initially), the agent fixed the glob format correctly; however it never resolved the core issue of only getting 1 item per run and ran out of turns still trying.", "timestamp": "2026-10-15T18:51:03.061Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and examined the crawl results, noting the redirect issue and attempting to diagnose why only 1 page was returned.", "timestamp": "2026-10-15T18:51:03.017Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent used correct input structure (startUrls, includeUrlGlobs with proper glob object format, maxCrawlPages:10) but critically never set saveHtml:true - it used saveHtmlAsFile:true instead, which the deterministic check confirms failed the saveHtml requirement across all 4 runs.", "timestamp": "2026-10-15T18:51:02.976Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/website-content-crawler, the exact Actor named in the task.", "timestamp": "2026-10-15T18:51:02.913Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T18:50:01.580Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-15T18:50:01.515Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 4 items ok", "timestamp": "2026-10-15T18:50:01.476Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml = false (expected true); apify/website-content-crawler: saveHtml = false (expected true); apify/website-content-crawler: saveHtml = false (expected true); apify/website-content-crawler: saveHtml = false (expected true)", "timestamp": "2026-10-15T18:50:01.432Z", "metadata": {} }, "check.sectionFilter": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 4 run(s): includeUrlGlobs", "timestamp": "2026-10-15T18:50:01.378Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 4 run(s): maxCrawlPages", "timestamp": "2026-10-15T18:50:01.331Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s): startUrls[0].url", "timestamp": "2026-10-15T18:50:01.276Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-15T18:50:01.188Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-15T18:50:01.093Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "saveHtml", "ranOk" ], "judgeComment": "FAIL: check ranOk: 4 Actor run(s), expected at most 2" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "464320fe31148ebc", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:none · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T18:46:45.356Z", "day": "2026-10-15", "traceId": "154c5cdc2a26b5c90261747aaa632b04", "observationId": "2d0b3afddbbef891", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/154c5cdc2a26b5c90261747aaa632b04?observation=2d0b3afddbbef891", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T18:51:18.468Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T18:51:18.423Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used parseforge/website-content-crawler; expected apify/website-content-crawler", "timestamp": "2026-10-15T18:51:01.853Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used parseforge/website-content-crawler; expected apify/website-content-crawler", "timestamp": "2026-10-15T18:51:01.736Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "parseforge/website-content-crawler", "comment": "Actors the agent ran: parseforge/website-content-crawler", "timestamp": "2026-10-15T18:51:01.694Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T18:51:01.651Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T18:51:01.606Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used parseforge/website-content-crawler; expected apify/website-content-crawler", "timestamp": "2026-10-15T18:51:01.562Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent used the wrong actor (parseforge instead of apify/website-content-crawler), did not enforce the 20-page cap properly (only 10 pages returned), and the final answer names the wrong actor, failing both the rightActor and namedActor deterministic checks.", "timestamp": "2026-10-15T18:51:01.528Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a reasonably direct path: listed tools, searched for actors, picked one, ran it, and retrieved results with no unnecessary repetition.", "timestamp": "2026-10-15T18:51:01.482Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the waitSecs:=60 call failed with a validation error (must be <=45), the agent immediately retried with waitSecs:=45 and succeeded.", "timestamp": "2026-10-15T18:51:01.442Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and correctly reported page titles from the actual crawled data, including 'Apify Academy', 'Actors and emojis', 'Actor description & SEO description' which match the dataset preview.", "timestamp": "2026-10-15T18:51:01.397Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed startUrls with the correct academy URL and maxItems:20 for the page cap, but the deterministic check confirms pageCap FAIL because parseforge/website-content-crawler uses 'maxItems' not 'maxCrawlPages', and the actor apparently ignored or didn't enforce the limit (only 10 pages returned, not capped at 20 as intended).", "timestamp": "2026-10-15T18:51:01.339Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for website content crawlers and selected parseforge/website-content-crawler, which is a community actor rather than the intended apify/website-content-crawler; the search results did not surface apify/website-content-crawler at all, leading the agent to pick a wrong sibling.", "timestamp": "2026-10-15T18:51:01.279Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T18:48:19.937Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T18:48:19.900Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): parseforge/website-content-crawler: maxCrawlPages is missing (expected at most 20)", "timestamp": "2026-10-15T18:48:19.858Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-15T18:48:19.818Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T18:48:19.772Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-15T18:48:19.692Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used parseforge/website-content-crawler; expected apify/website-content-crawler", "timestamp": "2026-10-15T18:48:19.586Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "parseforge/website-content-crawler", "infraOk": true, "failedChecks": [ "pageCap", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used parseforge/website-content-crawler; expected apify/website-content-crawler" }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "464320fe31148ebc", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:none · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T18:48:19.979Z", "day": "2026-10-15", "traceId": "6c05b062888b68dc1abc39fca4162e6c", "observationId": "d7d2fdc38aab46f8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6c05b062888b68dc1abc39fca4162e6c?observation=d7d2fdc38aab46f8", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T18:51:18.308Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T18:51:18.270Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used automation-lab/google-search-scraper; expected apify/google-search-scraper", "timestamp": "2026-10-15T18:51:01.338Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used automation-lab/google-search-scraper; expected apify/google-search-scraper", "timestamp": "2026-10-15T18:51:01.194Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T18:51:01.143Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T18:51:01.097Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "readme-docs", "comment": "check rightActor: used automation-lab/google-search-scraper; expected apify/google-search-scraper", "timestamp": "2026-10-15T18:51:01.050Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent used the wrong actor (automation-lab instead of apify/google-search-scraper), missing required locale parameters for the correct actor, and returned 9 items instead of the expected ~5 organic results, so the task was not completed as specified.", "timestamp": "2026-10-15T18:51:01.008Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a reasonable path: listed tools, fetched actor details, called the actor, then retrieved results — no unnecessary repetition.", "timestamp": "2026-10-15T18:51:00.961Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved actual dataset items from the run and reported the domains and titles directly from the returned data rather than inventing them.", "timestamp": "2026-10-15T18:51:00.861Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed country='de' and language='de' and maxResultsPerQuery=10, but the deterministic checks confirm countryCode is missing, languageCode is missing, and maxPagesPerQuery is missing — these are field name mismatches for the wrong actor's schema, and the correct actor (apify/google-search-scraper) was never called.", "timestamp": "2026-10-15T18:51:00.824Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used automation-lab/google-search-scraper instead of the explicitly requested apify/google-search-scraper; the search results listed multiple actors and the agent picked the wrong one.", "timestamp": "2026-10-15T18:51:00.784Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T18:49:18.457Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, country, items, fields", "timestamp": "2026-10-15T18:49:18.415Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 9 of 9 items missing searchQuery; 9 of 9 items missing organicResults", "timestamp": "2026-10-15T18:49:18.378Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 9 items, expected at most 5", "timestamp": "2026-10-15T18:49:18.308Z", "metadata": {} }, "check.pages": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/google-search-scraper: maxPagesPerQuery is missing (expected at most 1)", "timestamp": "2026-10-15T18:49:18.265Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/google-search-scraper: languageCode is missing (expected \"de\")", "timestamp": "2026-10-15T18:49:18.220Z", "metadata": {} }, "check.country": { "value": 0, "stringValue": null, "comment": "FAIL: automation-lab/google-search-scraper: countryCode is missing (expected \"de\")", "timestamp": "2026-10-15T18:49:18.174Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T18:49:18.083Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T18:49:18.045Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used automation-lab/google-search-scraper; expected apify/google-search-scraper", "timestamp": "2026-10-15T18:49:17.947Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "readme-docs", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "items", "pages", "lang", "country", "rightActor" ], "judgeComment": "FAIL: check rightActor: used automation-lab/google-search-scraper; expected apify/google-search-scraper" }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "464320fe31148ebc", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:none · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T18:49:18.501Z", "day": "2026-10-15", "traceId": "5b470f3448548a6301b256259457c1bb", "observationId": "e3f26ea5228d3ddc", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5b470f3448548a6301b256259457c1bb?observation=e3f26ea5228d3ddc", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "2/2 passed; majority agreement 100%", "timestamp": "2026-10-15T18:51:18.147Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 1, "stringValue": null, "comment": "2/2 repeats passed", "timestamp": "2026-10-15T18:51:18.100Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents organic search results with titles, URLs, and snippets for 'apify web scraping' from the first page, grounded in retrieved data, and ends with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-15T18:50:58.518Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents organic search results with titles, URLs, and snippets for 'apify web scraping' from the first page, grounded in retrieved data, and ends with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-15T18:50:58.462Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-10-15T18:50:58.415Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T18:50:58.368Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T18:50:58.328Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent successfully found the correct actor, ran it with appropriate inputs, recovered from errors, and delivered a complete answer with organic results data.", "timestamp": "2026-10-15T18:50:58.290Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents organic search results with titles, URLs, and snippets for 'apify web scraping' from the first page, grounded in retrieved data, and ends with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-15T18:50:58.251Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a reasonably direct path: listed tools, searched for actors, called the actor, then fetched dataset items with one retry due to field projection not expanding nested fields.", "timestamp": "2026-10-15T18:50:58.186Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent encountered two errors: an unknown 'call' command and a waitSecs>45 validation error; it correctly adapted by using 'tools-call' and reducing waitSecs to 45.", "timestamp": "2026-10-15T18:50:58.150Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and presented organic results with titles, URLs, and snippets drawn directly from the returned JSON data (e.g., apify.com, github.com/apify, reddit.com results with their actual descriptions).", "timestamp": "2026-10-15T18:50:58.056Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with actor='apify/google-search-scraper', input={queries:'apify web scraping', maxPagesPerQuery:1}, which correctly targets the first page only with the right query.", "timestamp": "2026-10-15T18:50:57.997Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/google-search-scraper, which is the appropriate actor for scraping Google Search organic results.", "timestamp": "2026-10-15T18:50:57.910Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "464320fe31148ebc", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T18:50:38.402Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-15T18:50:38.357Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T18:50:38.317Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-15T18:50:38.224Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T18:50:38.136Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents organic search results with titles, URLs, and snippets for 'apify web scraping' from the first page, grounded in retrieved data, and ends with 'Actor: apify/google-search-scraper' as required." }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "797f1e611bda78b9", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:apify-ultimate-scraper · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T18:51:45.362Z", "day": "2026-10-15", "traceId": "5d008a5acfbfa64031511d47827198f9", "observationId": "c2f4f8cab2e083f4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5d008a5acfbfa64031511d47827198f9?observation=c2f4f8cab2e083f4", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T19:03:53.422Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T19:03:53.382Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-15T19:03:49.614Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-15T19:03:49.501Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T19:03:49.446Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-15T19:03:49.406Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The agent used 'saveHtmlAsFile' in both input files (crawler_input.json and crawler_input_v2.json) instead of the correct field name 'saveHtml', causing the saveHtml deterministic check to FAIL on both runs. The correct parameter name was available in the Actor's input schema but the agent did not look up the exact field name for HTML saving.", "timestamp": "2026-10-15T19:03:49.368Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required HTML saving to be enabled (saveHtml=true), but both runs had saveHtml=false per the deterministic check; the agent ran out of turns without delivering a final report of page count and HTML confirmation, and the second run also only returned 1 dataset item.", "timestamp": "2026-10-15T19:03:49.275Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran two Actor calls, which was reasonable given the first run only returned 1 page and the agent tried to fix the crawl scope; however the core issue (wrong saveHtml parameter name) was never identified or fixed.", "timestamp": "2026-10-15T19:03:49.234Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first run returned only 1 page, the agent recognized the issue and attempted a second run with adjusted glob patterns, showing reasonable error recovery.", "timestamp": "2026-10-15T19:03:49.173Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset results and verified the HTML URL from the key-value store by curling it, confirming the data was real and used.", "timestamp": "2026-10-15T19:03:49.132Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent set startUrls, includeUrlGlobs, maxCrawlPages=10, and saveMarkdown=true, but critically used 'saveHtmlAsFile' instead of the correct 'saveHtml' parameter, causing the saveHtml deterministic check to FAIL on both runs.", "timestamp": "2026-10-15T19:03:49.093Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected apify/website-content-crawler, which is the Actor explicitly named in the task prompt.", "timestamp": "2026-10-15T19:03:49.053Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T18:54:02.918Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-15T18:54:02.877Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 items ok", "timestamp": "2026-10-15T18:54:02.839Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml = false (expected true); apify/website-content-crawler: saveHtml = false (expected true)", "timestamp": "2026-10-15T18:54:02.804Z", "metadata": {} }, "check.sectionFilter": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): includeUrlGlobs", "timestamp": "2026-10-15T18:54:02.760Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxCrawlPages", "timestamp": "2026-10-15T18:54:02.722Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): startUrls[0].url", "timestamp": "2026-10-15T18:54:02.650Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-15T18:54:02.565Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-15T18:54:02.468Z", "metadata": {} } }, "verdict": "fail", "fixArea": "input-schema", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "saveHtml" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "797f1e611bda78b9", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:apify-ultimate-scraper · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T18:51:45.362Z", "day": "2026-10-15", "traceId": "deb13508788648be045eb54415dd4ed2", "observationId": "a3800821f935cbb1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/deb13508788648be045eb54415dd4ed2?observation=a3800821f935cbb1", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T19:03:53.266Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T19:03:53.225Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check namedActor: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-15T19:03:52.793Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check namedActor: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-15T19:03:52.684Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/website-content-crawler", "timestamp": "2026-10-15T19:03:52.643Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T19:03:52.599Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T19:03:52.535Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check namedActor: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-15T19:03:52.501Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns before delivering the final answer with page count, five titles, and the required 'Actor: ' line; the deterministic check namedActor: FAIL confirms the answer does not contain 'apify/website-content-crawler'.", "timestamp": "2026-10-15T19:03:52.460Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent read the workflow guide, fetched the Actor schema, wrote an input file, ran the Actor, and fetched results - a reasonably direct path with no unnecessary repetition.", "timestamp": "2026-10-15T19:03:52.424Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The Actor call timed out in the foreground and was moved to background; the agent correctly polled for completion and successfully retrieved results when the run finished.", "timestamp": "2026-10-15T19:03:52.387Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the dataset items, confirmed 21 pages were crawled, and retrieved the titles of 5 pages using jq queries on the actual dataset results, including verifying markdown content was present.", "timestamp": "2026-10-15T19:03:52.346Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set startUrls to https://docs.apify.com/academy, maxCrawlPages to 20, htmlTransformer to readableText, and saveMarkdown to true - all appropriate inputs confirmed by pageCap: PASS and startUrl: PASS deterministic checks.", "timestamp": "2026-10-15T19:03:52.305Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/website-content-crawler, which is the intended Actor for LLM-ready text/markdown extraction from documentation sites, as confirmed by the deterministic check rightActor: PASS.", "timestamp": "2026-10-15T19:03:52.259Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T18:56:47.749Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor", "timestamp": "2026-10-15T18:56:47.704Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawlPages", "timestamp": "2026-10-15T18:56:47.660Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-15T18:56:47.597Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T18:56:47.535Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-15T18:56:47.440Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-15T18:56:47.340Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "namedActor" ], "judgeComment": "FAIL: check namedActor: answer does not contain \"apify/website-content-crawler\"" }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "797f1e611bda78b9", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:apify-ultimate-scraper · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T18:54:02.956Z", "day": "2026-10-15", "traceId": "5e9bad6775b4332d931ceb7089cfdede", "observationId": "50e122fdbd8b2c97", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5e9bad6775b4332d931ceb7089cfdede?observation=50e122fdbd8b2c97", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "eval.consistency": { "value": 0.5, "stringValue": null, "comment": "1/2 passed; majority agreement 50%", "timestamp": "2026-10-15T19:03:53.114Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 1, "stringValue": null, "comment": "1/2 repeats passed", "timestamp": "2026-10-15T19:03:53.073Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used automation-lab/google-search-scraper; expected apify/google-search-scraper", "timestamp": "2026-10-15T19:03:47.435Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used automation-lab/google-search-scraper; expected apify/google-search-scraper", "timestamp": "2026-10-15T19:03:47.320Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T19:03:47.282Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T19:03:47.246Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "readme-docs", "comment": "check rightActor: used automation-lab/google-search-scraper; expected apify/google-search-scraper", "timestamp": "2026-10-15T19:03:47.206Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent used the wrong Actor (automation-lab instead of apify/google-search-scraper) and the run returned 9 items with missing standard fields (searchQuery, organicResults), so the task was not completed as specified even though a plausible answer was produced.", "timestamp": "2026-10-15T19:03:47.165Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent searched for actors, fetched actor details, called the actor, and retrieved dataset items — a reasonable 4-step workflow with no unnecessary repetition.", "timestamp": "2026-10-15T19:03:47.120Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and correctly reported the 9 organic results and top 3 domains (adac.de, leasingmarkt.de, insta-drive.com) directly from the retrieved data.", "timestamp": "2026-10-15T19:03:47.059Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed country='de' and language='de' in the input, but the deterministic checks show countryCode and languageCode are missing (the automation-lab actor uses 'country' and 'language' field names, not the standard ones), and maxPagesPerQuery is missing; also 9 items were returned instead of the expected ≤5.", "timestamp": "2026-10-15T19:03:47.020Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used automation-lab/google-search-scraper instead of the explicitly requested apify/google-search-scraper, as confirmed by the rightActor deterministic check FAIL.", "timestamp": "2026-10-15T19:03:46.971Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T18:54:45.049Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, country, items, fields", "timestamp": "2026-10-15T18:54:44.981Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 9 of 9 items missing searchQuery; 9 of 9 items missing organicResults", "timestamp": "2026-10-15T18:54:44.939Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 9 items, expected at most 5", "timestamp": "2026-10-15T18:54:44.897Z", "metadata": {} }, "check.pages": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/google-search-scraper: maxPagesPerQuery is missing (expected at most 1)", "timestamp": "2026-10-15T18:54:44.861Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/google-search-scraper: languageCode is missing (expected \"de\")", "timestamp": "2026-10-15T18:54:44.820Z", "metadata": {} }, "check.country": { "value": 0, "stringValue": null, "comment": "FAIL: automation-lab/google-search-scraper: countryCode is missing (expected \"de\")", "timestamp": "2026-10-15T18:54:44.779Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T18:54:44.740Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T18:54:44.662Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used automation-lab/google-search-scraper; expected apify/google-search-scraper", "timestamp": "2026-10-15T18:54:44.571Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "readme-docs", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "items", "pages", "lang", "country", "rightActor" ], "judgeComment": "FAIL: check rightActor: used automation-lab/google-search-scraper; expected apify/google-search-scraper" }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "797f1e611bda78b9", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:apify-ultimate-scraper · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T18:54:45.090Z", "day": "2026-10-15", "traceId": "016130c970e04d38490aa871dc7e7bcb", "observationId": "886ce61eedf1da3c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/016130c970e04d38490aa871dc7e7bcb?observation=886ce61eedf1da3c", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "2/2 passed; majority agreement 100%", "timestamp": "2026-10-15T19:03:52.955Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 1, "stringValue": null, "comment": "2/2 repeats passed", "timestamp": "2026-10-15T19:03:52.916Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents organic results with titles, links, and snippets from the first page of Google Search results for 'apify web scraping', ending with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-15T19:03:45.278Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents organic results with titles, links, and snippets from the first page of Google Search results for 'apify web scraping', ending with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-15T19:03:45.236Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-10-15T19:03:45.195Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T19:03:45.120Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T19:03:45.082Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent successfully found the correct actor, ran it with proper inputs, retrieved real data, and presented a complete answer meeting all task requirements.", "timestamp": "2026-10-15T19:03:45.038Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents organic results with titles, links, and snippets from the first page of Google Search results for 'apify web scraping', ending with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-15T19:03:44.996Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a reasonable path: listed tools, attempted search-actors (minor syntax error), got tool details, searched for actors, fetched actor details, called the actor, and retrieved results - slightly more steps than necessary but no pointless repetition.", "timestamp": "2026-10-15T19:03:44.956Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The only error was an unknown option '--keywords' when calling search-actors incorrectly; the agent immediately recovered by fetching tool details and using the correct syntax.", "timestamp": "2026-10-15T19:03:44.920Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from datasetId 3LYwbWiaAsf04vnyl and presented actual organic results with titles, URLs, and snippets directly from the returned data.", "timestamp": "2026-10-15T19:03:44.880Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with input {\"queries\": \"apify web scraping\", \"maxPagesPerQuery\": 1}, which correctly sets the search query and limits to one page of results.", "timestamp": "2026-10-15T19:03:44.838Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/google-search-scraper, which is the appropriate actor for scraping Google Search organic results, titles, links, and snippets.", "timestamp": "2026-10-15T19:03:44.790Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T18:55:55.108Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-15T18:55:55.077Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T18:55:55.030Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-15T18:55:54.956Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T18:55:54.893Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents organic results with titles, links, and snippets from the first page of Google Search results for 'apify web scraping', ending with 'Actor: apify/google-search-scraper' as required." }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "797f1e611bda78b9", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:apify-ultimate-scraper · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T18:55:55.143Z", "day": "2026-10-15", "traceId": "89576657fdef1f69986095d93fc69eb4", "observationId": "62f20898c034eb2c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/89576657fdef1f69986095d93fc69eb4?observation=62f20898c034eb2c", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T19:03:53.344Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T19:03:53.304Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-15T19:03:39.946Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-15T19:03:39.859Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T19:03:39.810Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-15T19:03:39.772Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "In the second (successful) run call, the agent dropped the includeUrlGlobs filter entirely and used saveHtmlAsFile=true instead of saveHtml=true, despite having read the input schema which clearly lists both fields. The agent had the correct information but applied the wrong field names and omitted the URL filter, causing both the sectionFilter and saveHtml deterministic checks to fail.", "timestamp": "2026-10-15T19:03:39.726Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns before delivering a final answer; the deterministic checks show saveHtml=false on both runs, includeUrlGlobs=[] on the successful run, and 11 total items across runs exceeding the cap—the task requirements for HTML saving and platform-section filtering were not met.", "timestamp": "2026-10-15T19:03:39.686Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made an unnecessary first run (1 item, wrong URL) before the correct run, and required multiple polling calls, but the overall path was reasonable given the async nature of the actor.", "timestamp": "2026-10-15T19:03:39.647Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed due to wrong glob format and waitSecs>45, the agent correctly adjusted the input format and reduced waitSecs, and when the second run timed out it polled with get-actor-run until completion.", "timestamp": "2026-10-15T19:03:39.610Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the first run and used the run status/dataset ID from the second run to confirm 10 items were collected, grounding its reporting in actual tool results.", "timestamp": "2026-10-15T19:03:39.569Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent failed to set saveHtml=true (used saveHtmlAsFile instead, which is a different field), did not set includeUrlGlobs in the successful second run (only set it in the first failed run), and the second run started from /platform/actors rather than /platform, meaning the URL filter was absent for the run that actually collected 10 pages.", "timestamp": "2026-10-15T19:03:39.527Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/website-content-crawler, the exact actor named in the prompt.", "timestamp": "2026-10-15T19:03:39.485Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T18:59:58.480Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-15T18:59:58.443Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 11 items, expected at most 10", "timestamp": "2026-10-15T18:59:58.398Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml = false (expected true); apify/website-content-crawler: saveHtml = false (expected true)", "timestamp": "2026-10-15T18:59:58.360Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs = [] (expected to be set)", "timestamp": "2026-10-15T18:59:58.322Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxCrawlPages", "timestamp": "2026-10-15T18:59:58.282Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): startUrls[0].url", "timestamp": "2026-10-15T18:59:58.239Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-15T18:59:58.136Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-15T18:59:58.052Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "797f1e611bda78b9", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:apify-ultimate-scraper · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T18:56:47.789Z", "day": "2026-10-15", "traceId": "857f1f2abd19b4e4eac2eba5cfe64b30", "observationId": "5a5d05084a621756", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/857f1f2abd19b4e4eac2eba5cfe64b30?observation=5a5d05084a621756", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T19:03:53.188Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T19:03:53.150Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check namedActor: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-15T19:03:38.432Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check namedActor: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-15T19:03:38.335Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/website-content-crawler", "timestamp": "2026-10-15T19:03:38.295Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T19:03:38.258Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T19:03:38.218Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check namedActor: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-15T19:03:38.155Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 22 pages crawled with 5 real titles from the dataset, but the deterministic check namedActor: FAIL shows the final answer line reads 'Actor: apify/website-content-crawler' which should pass - however the harness flagged it as FAIL meaning the exact string 'apify/website-content-crawler' was not found in the answer in the required format.", "timestamp": "2026-10-15T19:03:38.114Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made some redundant calls (checking the output file multiple times while it was empty, and then re-running the dataset fetch after already reporting results), but the overall path was reasonably direct.", "timestamp": "2026-10-15T19:03:38.071Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor call timed out in the foreground and was moved to background; the agent used ScheduleWakeup and then successfully read the output file once completed.", "timestamp": "2026-10-15T19:03:38.034Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the dataset items using the actual dataset ID from the run output and reported real titles and page count (22) from the retrieved data.", "timestamp": "2026-10-15T19:03:37.993Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The input JSON correctly set startUrls to https://docs.apify.com/academy, maxCrawlPages to 20, htmlTransformer to 'readableText', and outputFormats to ['markdown'], matching the schema requirements.", "timestamp": "2026-10-15T19:03:37.895Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified apify/website-content-crawler as the right tool for LLM-ready text extraction, confirmed by the deterministic check rightActor: PASS.", "timestamp": "2026-10-15T19:03:37.856Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T19:03:18.117Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor", "timestamp": "2026-10-15T19:03:18.075Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawlPages", "timestamp": "2026-10-15T19:03:17.994Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-15T19:03:17.947Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T19:03:17.894Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-15T19:03:17.755Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-15T19:03:17.640Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "namedActor" ], "judgeComment": "FAIL: check namedActor: answer does not contain \"apify/website-content-crawler\"" }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "797f1e611bda78b9", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:apify-ultimate-scraper · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T18:59:58.534Z", "day": "2026-10-15", "traceId": "deb3ec0bdf749e9bc57b6f8975479cde", "observationId": "9770a55b4c56622d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/deb3ec0bdf749e9bc57b6f8975479cde?observation=9770a55b4c56622d", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "eval.consistency": { "value": 0.5, "stringValue": null, "comment": "1/2 passed; majority agreement 50%", "timestamp": "2026-10-15T19:03:53.030Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 1, "stringValue": null, "comment": "1/2 repeats passed", "timestamp": "2026-10-15T19:03:52.993Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 9 organic results and the top three domains (adac.de, leasingmarkt.de, insta-drive.com) grounded in retrieved data, fulfilling the task requirements despite the minor language code issue.", "timestamp": "2026-10-15T19:03:36.655Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 9 organic results and the top three domains (adac.de, leasingmarkt.de, insta-drive.com) grounded in retrieved data, fulfilling the task requirements despite the minor language code issue.", "timestamp": "2026-10-15T19:03:36.614Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-15T19:03:36.572Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T19:03:36.533Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The agent used 'searchLanguage':'de' in the input instead of the correct field name 'languageCode', causing languageCode to be null in the actual run (confirmed by the FAIL on the lang deterministic check). The correct input field name should have been discovered from the Actor's input schema.", "timestamp": "2026-10-15T19:03:36.489Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 9 organic results and the top three domains (adac.de, leasingmarkt.de, insta-drive.com) grounded in retrieved data, fulfilling the task requirements despite the minor language code issue.", "timestamp": "2026-10-15T19:03:36.447Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a reasonable path: listed tools, fetched actor details, called the actor, then retrieved dataset items — 4 meaningful steps with no redundant calls.", "timestamp": "2026-10-15T19:03:36.396Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved actual dataset items and reported the organic result count (9) and top three domains (adac.de, leasingmarkt.de, insta-drive.com) directly from the returned data, not from prior knowledge.", "timestamp": "2026-10-15T19:03:36.350Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed countryCode='de' and maxPagesPerQuery=1 correctly, but used 'searchLanguage':'de' instead of the correct 'languageCode' field, resulting in languageCode being null/empty in the actual run as confirmed by the FAIL on the lang deterministic check.", "timestamp": "2026-10-15T19:03:36.305Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used the Apify MCP tools (fetch-actor-details, call-actor, get-dataset-items) to run apify/google-search-scraper as specified in the task.", "timestamp": "2026-10-15T19:03:36.258Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T19:00:54.544Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T19:00:54.498Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T19:00:54.414Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T19:00:54.379Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T19:00:54.346Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode = \"\" (expected \"de\")", "timestamp": "2026-10-15T19:00:54.292Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T19:00:54.246Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T19:00:54.210Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T19:00:54.135Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T19:00:54.044Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang" ], "judgeComment": "PASS: The agent reported 9 organic results and the top three domains (adac.de, leasingmarkt.de, insta-drive.com) grounded in retrieved data, fulfilling the task requirements despite the minor language code issue." }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "797f1e611bda78b9", "experimentName": "store-actors · claude-haiku-4.5 · surface:cli · skills:apify-ultimate-scraper · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T19:00:54.583Z", "day": "2026-10-15", "traceId": "56ef60fc85148286297f1bf5de63dce4", "observationId": "b8151c6990f172cc", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/56ef60fc85148286297f1bf5de63dce4?observation=b8151c6990f172cc", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "2/2 passed; majority agreement 100%", "timestamp": "2026-10-15T19:03:52.879Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 1, "stringValue": null, "comment": "2/2 repeats passed", "timestamp": "2026-10-15T19:03:52.840Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides organic results with titles, URLs, and snippets for the query 'apify web scraping' from the first results page, and ends with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-15T19:03:35.540Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides organic results with titles, URLs, and snippets for the query 'apify web scraping' from the first results page, and ends with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-15T19:03:35.493Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-10-15T19:03:35.454Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T19:03:35.340Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T19:03:35.294Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent found the correct actor, called it with proper arguments, recovered from the waitSecs validation error, and returned a complete answer grounded in retrieved data.", "timestamp": "2026-10-15T19:03:35.225Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides organic results with titles, URLs, and snippets for the query 'apify web scraping' from the first results page, and ends with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-15T19:03:35.180Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a logical sequence: list tools, get tool details, search for actors, call the actor, fetch dataset items — no unnecessary repetition or detours.", "timestamp": "2026-10-15T19:03:35.144Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first call-actor attempt failed with a validation error (waitSecs must be <= 45), and the agent immediately retried with waitSecs=45, successfully completing the run.", "timestamp": "2026-10-15T19:03:35.098Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items using get-dataset-items with the correct datasetId from the run, and the final answer presents organic results with titles, URLs, and snippets drawn directly from the retrieved data.", "timestamp": "2026-10-15T19:03:35.059Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with actor='apify/google-search-scraper', input={'queries': ['apify web scraping'], 'maxPagesPerQuery': 1}, which correctly specifies the query and limits to one page.", "timestamp": "2026-10-15T19:03:34.980Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/google-search-scraper, the intended actor for scraping Google Search organic results, titles, links, and snippets.", "timestamp": "2026-10-15T19:03:34.895Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "797f1e611bda78b9", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T19:01:55.529Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-15T19:01:55.493Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T19:01:55.457Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-15T19:01:55.381Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T19:01:55.255Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides organic results with titles, URLs, and snippets for the query 'apify web scraping' from the first results page, and ends with 'Actor: apify/google-search-scraper' as required." }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "8bd3d90aabe22f5a", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:none · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T19:04:16.842Z", "day": "2026-10-15", "traceId": "b844ab60cf957f8ae80162f1dbb223f8", "observationId": "60fa32be68aa54e6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b844ab60cf957f8ae80162f1dbb223f8?observation=60fa32be68aa54e6", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: the account concurrent Actor run limit refused a run", "timestamp": "2026-10-15T19:17:37.198Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T19:17:37.110Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent's bash scripts repeatedly failed to extract the run ID from the API response (e.g., 'Run started with ID: ' was empty) because the JSON was nested under a 'data' key and the grep pattern '\"id\":\"[a-zA-Z0-9]*\"' didn't match due to spaces in the formatted JSON. This surface-level API response parsing issue caused the agent to launch multiple redundant runs and never successfully poll for completion. A clearer API response format or better documented parsing approach would have prevented this cascade of failures.", "timestamp": "2026-10-15T19:17:37.067Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never completed the task: all runs remained RUNNING, no page count or titles were reported, and the final answer contains no crawled data. The task required reporting page count and five titles, none of which were delivered.", "timestamp": "2026-10-15T19:17:37.023Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent launched 3 separate actor runs (ZgzUBMQtn7BqzGUm1, BHH8750yy3D3HAjJP, ZuHctkkAXTZbgktle) due to repeated script failures in parsing the run ID from the response, and spent many turns debugging bash string parsing rather than fixing the core issue.", "timestamp": "2026-10-15T19:17:36.978Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the concurrent-runs-limit error appeared, the agent attempted to cancel existing runs and retry, which was a reasonable recovery attempt. However, the cancellation did not work (runs remained RUNNING per the facts), and the agent kept hitting the same error without finding an alternative approach.", "timestamp": "2026-10-15T19:17:36.928Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent never successfully retrieved results because all runs remained in RUNNING state and the agent ran out of turns before any run completed; no dataset items were ever fetched and used.", "timestamp": "2026-10-15T19:17:36.839Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent set maxPagesPerCrawl to 20 in the input JSON, but the deterministic check confirms maxCrawlPages was 9999999 in all runs, meaning the field name was wrong (maxPagesPerCrawl vs maxCrawlPages). The correct field name was not used, so the page cap was never applied.", "timestamp": "2026-10-15T19:17:36.803Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/website-content-crawler, which is the intended actor for turning websites into LLM-ready text.", "timestamp": "2026-10-15T19:17:36.759Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "the account concurrent Actor run limit refused a run", "timestamp": "2026-10-15T19:06:15.058Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor", "timestamp": "2026-10-15T19:06:15.015Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: maxCrawlPages = 9999999 (expected at most 20); apify/website-content-crawler: maxCrawlPages = 9999999 (expected at most 20); apify/website-content-crawler: maxCrawlPages = 9999999 (expected at most 20)", "timestamp": "2026-10-15T19:06:14.945Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): startUrls[0].url", "timestamp": "2026-10-15T19:06:14.902Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler run ZgzUBMQtn7BqzGUm1: RUNNING; apify/website-content-crawler run BHH8750yy3D3HAjJP: RUNNING; apify/website-content-crawler run ZuHctkkAXTZbgktle: RUNNING", "timestamp": "2026-10-15T19:06:14.846Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-15T19:06:14.765Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-15T19:06:14.642Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pageCap", "ranOk", "namedActor" ], "judgeComment": null }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "8bd3d90aabe22f5a", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:none · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T19:04:16.842Z", "day": "2026-10-15", "traceId": "a0ca22b0083c623944eadfd87b6dc46f", "observationId": "4c96af69b412630b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a0ca22b0083c623944eadfd87b6dc46f?observation=4c96af69b412630b", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T19:17:36.202Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T19:17:36.097Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T19:17:36.049Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T19:17:35.999Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "readme-docs", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T19:17:35.961Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No Actor run was started, no pages were crawled, no HTML was saved, and no page count was reported; all deterministic checks failed.", "timestamp": "2026-10-15T19:17:35.915Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent many turns repeatedly trying the same failing curl approach with minor variations and then tried Python which wasn't available, rather than diagnosing the root cause of the 404 (wrong API URL format) more systematically.", "timestamp": "2026-10-15T19:17:35.876Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The agent received 404 errors from the Apify API and tried multiple variations (Bearer header, query param token, different URL formats) but never identified the correct endpoint format or resolved the issue; it ran out of turns still failing.", "timestamp": "2026-10-15T19:17:35.830Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The input JSON constructed was well-formed with correct fields (startUrls, globs, maxPagesPerCrawl, includeMarkdown, includeHtmlSnapshot), but the API endpoint used was wrong ('acts/apify/website-content-crawler/runs' returned 404), so the arguments never reached the Actor.", "timestamp": "2026-10-15T19:17:35.783Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent attempted to use curl to call the Apify API directly and then tried the Apify Python SDK, which are reasonable approaches for the 'api' surface, but never successfully invoked the apify/website-content-crawler Actor.", "timestamp": "2026-10-15T19:17:35.738Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T19:05:31.151Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, ranOk, startUrl", "timestamp": "2026-10-15T19:05:31.108Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run to read items from", "timestamp": "2026-10-15T19:05:31.058Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T19:05:31.022Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T19:05:30.982Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T19:05:30.930Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T19:05:30.893Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T19:05:30.808Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T19:05:30.719Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "readme-docs", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter", "pageCap", "startUrl", "ranOk", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler" }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "8bd3d90aabe22f5a", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:none · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T19:05:31.188Z", "day": "2026-10-15", "traceId": "6a3a7e1d3e6e17f9c4c48d21779c751a", "observationId": "cc48f892a8b32a73", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6a3a7e1d3e6e17f9c4c48d21779c751a?observation=cc48f892a8b32a73", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: the account concurrent Actor run limit refused a run", "timestamp": "2026-10-15T19:17:36.899Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T19:17:36.802Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent made three consecutive input-schema errors: using 'searchQuery' instead of 'queries', passing an array instead of a string, and using uppercase 'DE' instead of lowercase 'de' for countryCode. Additionally, the final run omitted languageCode='de' and maxPagesPerQuery=1 (confirmed by deterministic FAIL checks). These repeated input-schema failures consumed most of the available turns and ultimately prevented task completion.", "timestamp": "2026-10-15T19:17:36.754Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never reported the organic result count or top three domains from the retrieved data; it ran out of turns while the background task was still processing, leaving the task incomplete.", "timestamp": "2026-10-15T19:17:36.706Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent required 4 attempts to get the input format right (wrong field name, wrong type, wrong country code case), and then ran the actual search in a background task but ran out of turns before reading the results, making the overall path quite inefficient.", "timestamp": "2026-10-15T19:17:36.662Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent handled the invalid-input errors by iterating on the input format (fixing searchQuery→queries, array→string, DE→de), and handled the concurrent-runs-limit error by waiting 30 seconds before retrying. These were reasonable recovery steps.", "timestamp": "2026-10-15T19:17:36.621Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns before it could read and report the dataset results. The background task output shows the run succeeded (run ID qiWz6SlXYzVzvqlod) and dataset ID coahntaRASa0N3lgJ was visible, but the agent never fetched or reported the organic results count or top domains.", "timestamp": "2026-10-15T19:17:36.573Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent initially used wrong input formats (searchQuery instead of queries, array instead of string, uppercase 'DE' instead of lowercase 'de'), requiring multiple retries. The final successful run used 'queries' as a string and 'countryCode': 'de', but omitted languageCode='de' and maxPagesPerQuery=1 (confirmed by deterministic checks lang:FAIL and pages:FAIL).", "timestamp": "2026-10-15T19:17:36.498Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/google-search-scraper for the task, which is the intended Actor.", "timestamp": "2026-10-15T19:17:36.454Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "the account concurrent Actor run limit refused a run", "timestamp": "2026-10-15T19:07:28.749Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T19:07:28.712Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T19:07:28.675Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T19:07:28.633Z", "metadata": {} }, "check.pages": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: maxPagesPerQuery is missing (expected at most 1)", "timestamp": "2026-10-15T19:07:28.595Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode = \"\" (expected \"de\")", "timestamp": "2026-10-15T19:07:28.543Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T19:07:28.500Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T19:07:28.457Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T19:07:28.376Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T19:07:28.265Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pages", "lang" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "8bd3d90aabe22f5a", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:none · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T19:06:15.600Z", "day": "2026-10-15", "traceId": "eb003fd69da948bfcd4a3577007b20a1", "observationId": "293a7f52295ebe20", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/eb003fd69da948bfcd4a3577007b20a1?observation=293a7f52295ebe20", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "2/2 passed; majority agreement 100%", "timestamp": "2026-10-15T19:17:37.388Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 1, "stringValue": null, "comment": "2/2 repeats passed", "timestamp": "2026-10-15T19:17:37.346Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents organic search results with titles, URLs, and snippets for the query 'apify web scraping' from the first page only, grounded in actual retrieved data, and ends with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-15T19:17:33.971Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents organic search results with titles, URLs, and snippets for the query 'apify web scraping' from the first page only, grounded in actual retrieved data, and ends with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-15T19:17:33.917Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-10-15T19:17:33.818Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T19:17:33.618Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T19:17:33.515Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "The agent first tried 'apify/google-search-results' (page-not-found) then 'google-search-scraper' (actor-not-found) before having to search the store to find the correct 'apify/google-search-scraper'. Better discoverability of the canonical actor name would have avoided the multiple failed attempts and the background task timeout.", "timestamp": "2026-10-15T19:17:33.418Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents organic search results with titles, URLs, and snippets for the query 'apify web scraping' from the first page only, grounded in actual retrieved data, and ends with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-15T19:17:33.353Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made several unnecessary attempts with wrong actor IDs and had a background task time out after 120 polling iterations before finding the correct actor, resulting in significant wasted effort and time before the successful run.", "timestamp": "2026-10-15T19:17:33.307Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent encountered multiple errors: wrong actor ID 'apify/google-search-results' returned page-not-found, 'google-search-scraper' returned actor-not-found, and a background task timed out; the agent recovered by searching the store, finding the correct actor ID, and successfully running it.", "timestamp": "2026-10-15T19:17:33.269Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from dataset ID 8aaHDeyHRMwvFC7aP and directly used the returned organicResults fields (title, url, description) to populate the final answer with actual scraped data.", "timestamp": "2026-10-15T19:17:33.228Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The final successful run used `queries: 'apify web scraping'` and `maxPages: 1` which correctly targets the first results page only; however, the agent initially tried wrong actor IDs like 'apify/google-search-results' and 'google-search-scraper' before finding the correct one.", "timestamp": "2026-10-15T19:17:33.153Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent ultimately used apify/google-search-scraper (actor ID nFJndFXA5zjCTuudP), which is the correct actor for scraping Google Search organic results, as confirmed by the deterministic check rightActor: PASS.", "timestamp": "2026-10-15T19:17:33.058Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T19:12:03.121Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-15T19:12:03.079Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T19:12:03.021Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-15T19:12:02.935Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T19:12:02.823Z", "metadata": {} } }, "verdict": "pass", "fixArea": "discoverability", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents organic search results with titles, URLs, and snippets for the query 'apify web scraping' from the first page only, grounded in actual retrieved data, and ends with 'Actor: apify/google-search-scraper' as required." }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "8bd3d90aabe22f5a", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:none · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T19:07:28.785Z", "day": "2026-10-15", "traceId": "56dc3536562b33957321f4e7745fbea2", "observationId": "07c97c13ca7a95df", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/56dc3536562b33957321f4e7745fbea2?observation=07c97c13ca7a95df", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-15T19:17:24.913Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T19:17:24.828Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent used 'urlPatterns', 'includeBodyHtml', and 'maxPagesPerCrawl' in the actor input, but the correct field names are 'includeUrlGlobs', 'saveHtml', and 'maxCrawlPages'. This caused all three key constraints (page cap, section filter, HTML saving) to be ignored, leading to a runaway crawl of 1000+ pages with no HTML saved.", "timestamp": "2026-10-15T19:17:24.794Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The session timed out with the crawler still RUNNING at 1000+ items, no page count was reported, HTML saving was never enabled (saveHtml=false), and the task requirements (10-page cap, platform section filter, HTML saved) were all unmet per the deterministic checks.", "timestamp": "2026-10-15T19:17:24.753Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent excessive time polling a runaway crawl that was misconfigured from the start, then started a second run that also had wrong parameters, resulting in multiple wasted polling cycles and no completed result.", "timestamp": "2026-10-15T19:17:24.495Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the crawler exceeded the 10-page limit (reaching 605 pages), the agent recognized the problem and attempted to abort and restart with stricter parameters, though the abort itself didn't work immediately and the new run also had incorrect parameters.", "timestamp": "2026-10-15T19:17:24.458Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent monitored run status using real API responses and used the actual run ID and dataset IDs from the API responses, not invented data.", "timestamp": "2026-10-15T19:17:24.419Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent used wrong parameter names: 'urlPatterns' and 'includeBodyHtml' instead of the correct 'includeUrlGlobs' and 'saveHtml' fields; maxCrawlPages was not set (defaulted to 9999999 instead of 10), and includeUrlGlobs was empty, as confirmed by the deterministic checks showing pageCap FAIL, sectionFilter FAIL, and saveHtml FAIL.", "timestamp": "2026-10-15T19:17:24.379Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/website-content-crawler for the crawling task, which is the intended subject.", "timestamp": "2026-10-15T19:17:24.331Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-15T19:15:31.923Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-15T19:15:31.883Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 1000 items, expected at most 10", "timestamp": "2026-10-15T19:15:31.841Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml = false (expected true)", "timestamp": "2026-10-15T19:15:31.794Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs = [] (expected to be set)", "timestamp": "2026-10-15T19:15:31.633Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: maxCrawlPages = 9999999 (expected at most 10)", "timestamp": "2026-10-15T19:15:31.579Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-15T19:15:31.513Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/website-content-crawler run PmgfvBXJL3uNBNCi8: RUNNING", "timestamp": "2026-10-15T19:15:31.414Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-15T19:15:31.315Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "items", "saveHtml", "sectionFilter", "pageCap", "ranOk" ], "judgeComment": null }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "8bd3d90aabe22f5a", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:none · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T19:12:03.164Z", "day": "2026-10-15", "traceId": "85bf914368dc7638899f3cc9c7ad2a4d", "observationId": "1b12f03ef1619b0b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/85bf914368dc7638899f3cc9c7ad2a4d?observation=1b12f03ef1619b0b", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/web-scraper; expected apify/website-content-crawler", "timestamp": "2026-10-15T19:17:23.773Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/web-scraper; expected apify/website-content-crawler", "timestamp": "2026-10-15T19:17:23.675Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/web-scraper", "comment": "Actors the agent ran: apify/web-scraper", "timestamp": "2026-10-15T19:17:23.637Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T19:17:23.602Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T19:17:23.569Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/web-scraper; expected apify/website-content-crawler", "timestamp": "2026-10-15T19:17:23.527Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns without completing the task; no pages were crawled, no titles were reported, and the final answer line 'Actor: ' was never provided with the correct actor.", "timestamp": "2026-10-15T19:17:23.490Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 14 tool calls trying multiple wrong actors (website-content-crawler with wrong URL format, web-scraper, cheerio-scraper, readability-text-extractor, jancarius~readability-extractor) without ever successfully identifying and using apify/website-content-crawler.", "timestamp": "2026-10-15T19:17:23.455Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the web-scraper failed with '$ is not a function', the agent attempted to cancel the run and tried other actors (readability-extractor, jancarius~readability-extractor), but never found or tried the correct apify/website-content-crawler actor.", "timestamp": "2026-10-15T19:17:23.416Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The run produced 0 dataset items (only an error record), so there was no real data to utilize; the agent could not report page count or titles from actual results.", "timestamp": "2026-10-15T19:17:23.381Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The web-scraper requires a pageFunction field, which the agent eventually provided, but the pageFunction used jQuery-style $ which is not available in web-scraper's browser context, causing 'TypeError: $ is not a function' errors and 0 dataset items.", "timestamp": "2026-10-15T19:17:23.340Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used apify/web-scraper instead of apify/website-content-crawler, which is the correct actor for LLM-ready text extraction. The deterministic check rightActor is FAIL and namedActor is FAIL, confirming the wrong actor was chosen.", "timestamp": "2026-10-15T19:17:23.272Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T19:15:40.697Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T19:15:40.661Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawlPages", "timestamp": "2026-10-15T19:15:40.626Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-15T19:15:40.594Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T19:15:40.511Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-15T19:15:40.469Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/web-scraper; expected apify/website-content-crawler", "timestamp": "2026-10-15T19:15:40.390Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/web-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/web-scraper; expected apify/website-content-crawler" }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "8bd3d90aabe22f5a", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:none · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T19:15:32.149Z", "day": "2026-10-15", "traceId": "523149ba6acd6703c2e5fbf4575741fe", "observationId": "366747a4b94d508a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/523149ba6acd6703c2e5fbf4575741fe?observation=366747a4b94d508a", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check country: apify/google-search-scraper: countryCode is missing (expected \"de\")", "timestamp": "2026-10-15T19:17:23.157Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check country: apify/google-search-scraper: countryCode is missing (expected \"de\")", "timestamp": "2026-10-15T19:17:23.075Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T19:17:23.034Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T19:17:22.959Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "check country: apify/google-search-scraper: countryCode is missing (expected \"de\")", "timestamp": "2026-10-15T19:17:22.916Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 9 organic results and the top three domains from actual retrieved data, but the search was performed against google.com with gl=us rather than German Google (countryCode='de' was missing), so the results are not truly German Google results as requested.", "timestamp": "2026-10-15T19:17:22.880Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed two run attempts (first failed due to wrong input field name) and one polling+fetch call, which is reasonably efficient given the initial error required correction.", "timestamp": "2026-10-15T19:17:22.836Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first API call failed with 'Field input.queries is required' error, and the agent correctly identified the issue and retried with the proper 'queries' field, successfully completing the run.", "timestamp": "2026-10-15T19:17:22.784Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved actual dataset results from the Actor run and reported domains (null-leasing.com, leasingmarkt.de, insta-drive.com) that appear in the tool result preview showing organicResults data.", "timestamp": "2026-10-15T19:17:22.751Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent omitted the countryCode parameter (should be 'de') as confirmed by the deterministic check FAIL for country; it used googleDomain='google.de' and languageCode='de' but the Actor used gl=us in the actual URL, indicating countryCode was not properly set.", "timestamp": "2026-10-15T19:17:22.710Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose to use the apify/google-search-scraper Actor via the Apify API, which is the intended tool for this task.", "timestamp": "2026-10-15T19:17:22.665Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T19:17:04.061Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: country", "timestamp": "2026-10-15T19:17:04.023Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T19:17:03.987Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T19:17:03.906Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T19:17:03.871Z", "metadata": {} }, "check.lang": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): languageCode", "timestamp": "2026-10-15T19:17:03.829Z", "metadata": {} }, "check.country": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper: countryCode is missing (expected \"de\")", "timestamp": "2026-10-15T19:17:03.776Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T19:17:03.694Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T19:17:03.655Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T19:17:03.566Z", "metadata": {} } }, "verdict": "fail", "fixArea": "input-schema", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "country" ], "judgeComment": "FAIL: check country: apify/google-search-scraper: countryCode is missing (expected \"de\")" }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "8bd3d90aabe22f5a", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:none · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T19:15:40.730Z", "day": "2026-10-15", "traceId": "f98f1196d31999fe4c0d34cd36baff53", "observationId": "e77889b9d5a4e671", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f98f1196d31999fe4c0d34cd36baff53?observation=e77889b9d5a4e671", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "2/2 passed; majority agreement 100%", "timestamp": "2026-10-15T19:17:37.284Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 1, "stringValue": null, "comment": "2/2 repeats passed", "timestamp": "2026-10-15T19:17:37.245Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned organic results with titles, links, and snippets for the query 'apify web scraping' from the first page only, and correctly named the actor used.", "timestamp": "2026-10-15T19:17:21.381Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned organic results with titles, links, and snippets for the query 'apify web scraping' from the first page only, and correctly named the actor used.", "timestamp": "2026-10-15T19:17:21.341Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-10-15T19:17:21.304Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T19:17:21.255Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T19:17:21.220Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent made three failed attempts before getting the input right: first missing the 'queries' field entirely, then passing it as an array instead of a string, then using uppercase 'US' instead of lowercase 'us' for countryCode. Clearer input schema documentation or better error messages would have prevented these retries.", "timestamp": "2026-10-15T19:17:21.169Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned organic results with titles, links, and snippets for the query 'apify web scraping' from the first page only, and correctly named the actor used.", "timestamp": "2026-10-15T19:17:21.130Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed 4 API calls to get the run started due to input validation errors, which added some overhead, but each call was a reasonable correction based on the error message received.", "timestamp": "2026-10-15T19:17:21.074Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent encountered three errors (missing 'queries' field, array vs string type, uppercase country code) and correctly adjusted the input each time until the run succeeded.", "timestamp": "2026-10-15T19:17:21.037Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved actual dataset items from the run and presented organic results with titles, URLs, and snippets directly from the API response data.", "timestamp": "2026-10-15T19:17:20.983Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "After two failed attempts with wrong input formats, the agent correctly used 'queries' as a string with 'maxPagesPerQuery': 1 and lowercase 'countryCode': 'us', which succeeded.", "timestamp": "2026-10-15T19:17:20.911Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/google-search-scraper, which is the appropriate actor for scraping Google Search organic results.", "timestamp": "2026-10-15T19:17:20.796Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "8bd3d90aabe22f5a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T19:16:28.946Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-15T19:16:28.898Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T19:16:28.811Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-15T19:16:28.759Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T19:16:28.658Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned organic results with titles, links, and snippets for the query 'apify web scraping' from the first page only, and correctly named the actor used." }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "26d7db2250cf8f2a", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:apify-ultimate-scraper · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T19:18:04.746Z", "day": "2026-10-15", "traceId": "c829a260fafbc751b41fab0ddb8a752a", "observationId": "6256644d9a0250f3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c829a260fafbc751b41fab0ddb8a752a?observation=6256644d9a0250f3", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T19:26:54.419Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T19:26:54.380Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: apify/website-content-crawler run 9cVmFmkn6TqSfACP4: RUNNING", "timestamp": "2026-10-15T19:26:54.092Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: apify/website-content-crawler run 9cVmFmkn6TqSfACP4: RUNNING", "timestamp": "2026-10-15T19:26:53.998Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T19:26:53.932Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T19:26:53.893Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: apify/website-content-crawler run 9cVmFmkn6TqSfACP4: RUNNING", "timestamp": "2026-10-15T19:26:53.859Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The run never completed (still RUNNING), the page cap was not enforced (35 items vs 10), no URL filtering was applied, HTML saving was not enabled, and the agent ran out of turns without delivering the required results.", "timestamp": "2026-10-15T19:26:53.778Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent many turns polling a run that was still running and never completed within the session, and used multiple redundant status checks with long sleep intervals that timed out.", "timestamp": "2026-10-15T19:26:53.741Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When HTML files were only 5 bytes (null values), the agent noticed and attempted to fix the jq command, but the underlying issue was that saveHtml was never enabled in the Actor input, so there was no real HTML to recover.", "timestamp": "2026-10-15T19:26:53.702Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and used the real data (32 pages found, URLs, text content) from the API responses rather than inventing data.", "timestamp": "2026-10-15T19:26:53.656Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent used 'maxPagesPerCrawl' which is not the correct parameter name (should be 'maxCrawlPages'), and critically omitted includeUrlGlobs for section filtering and saveHtml=true; the deterministic checks confirm maxCrawlPages=9999999, includeUrlGlobs=[], and saveHtml=false.", "timestamp": "2026-10-15T19:26:53.619Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/website-content-crawler for crawling web pages, which is the appropriate tool for this task.", "timestamp": "2026-10-15T19:26:53.578Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T19:25:25.800Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-15T19:25:25.754Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 35 items, expected at most 10", "timestamp": "2026-10-15T19:25:25.714Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml = false (expected true)", "timestamp": "2026-10-15T19:25:25.673Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs = [] (expected to be set)", "timestamp": "2026-10-15T19:25:25.639Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: maxCrawlPages = 9999999 (expected at most 10)", "timestamp": "2026-10-15T19:25:25.592Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-15T19:25:25.554Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/website-content-crawler run 9cVmFmkn6TqSfACP4: RUNNING", "timestamp": "2026-10-15T19:25:25.468Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-15T19:25:25.355Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter", "pageCap", "ranOk" ], "judgeComment": "FAIL: check ranOk: apify/website-content-crawler run 9cVmFmkn6TqSfACP4: RUNNING" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "26d7db2250cf8f2a", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:apify-ultimate-scraper · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T19:18:04.746Z", "day": "2026-10-15", "traceId": "279172b8349296e6c1687ba424b0d3a2", "observationId": "1be638e86024f940", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/279172b8349296e6c1687ba424b0d3a2?observation=1be638e86024f940", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T19:26:54.782Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T19:26:54.742Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T19:26:54.208Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T19:26:54.120Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "none", "comment": "the agent ran no Actor", "timestamp": "2026-10-15T19:26:54.083Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T19:26:54.011Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T19:26:53.976Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T19:26:53.941Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns without executing the Actor, retrieving any pages, or reporting page count and titles; the final answer is just an intermediate planning statement, not a completed task.", "timestamp": "2026-10-15T19:26:53.905Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent multiple turns trying to install/use the CLI (which was a stub), then pivoted to curl API calls, but ran out of turns before executing the Actor run despite having the correct input ready.", "timestamp": "2026-10-15T19:26:53.870Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the apify CLI stub returned 'command not found', the agent tried npx, then switched to direct API calls via curl to get Actor info — reasonable adaptation, but it never resolved the core issue of actually running the Actor.", "timestamp": "2026-10-15T19:26:53.830Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent never actually ran the Actor (0 Actor runs confirmed by facts), so no results were retrieved or utilized; the conversation ended while still preparing to run.", "timestamp": "2026-10-15T19:26:53.794Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent prepared a well-formed input JSON with startUrls, maxCrawlPages: 20, htmlTransformer: 'readableText', and outputFormats: ['markdown'], which matches the workflow guide's recommended parameters.", "timestamp": "2026-10-15T19:26:53.756Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified apify/website-content-crawler as the right Actor for LLM-ready text extraction from a documentation site, consistent with the knowledge-base-and-rag workflow guide.", "timestamp": "2026-10-15T19:26:53.661Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T19:19:37.737Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, startUrl", "timestamp": "2026-10-15T19:19:37.700Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T19:19:37.662Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T19:19:37.619Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T19:19:37.574Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/website-content-crawler\"", "timestamp": "2026-10-15T19:19:37.495Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T19:19:37.408Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "none", "infraOk": true, "failedChecks": [ "pageCap", "startUrl", "ranOk", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler" }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "26d7db2250cf8f2a", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:apify-ultimate-scraper · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T19:19:37.770Z", "day": "2026-10-15", "traceId": "89148650397de9dd6b9131b76d555c7f", "observationId": "ffb004565ef00885", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/89148650397de9dd6b9131b76d555c7f?observation=ffb004565ef00885", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "eval.consistency": { "value": 0.5, "stringValue": null, "comment": "1/2 passed; majority agreement 50%", "timestamp": "2026-10-15T19:26:54.602Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 1, "stringValue": null, "comment": "1/2 repeats passed", "timestamp": "2026-10-15T19:26:54.569Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent successfully ran the Actor, retrieved 9 organic results, and reported the top three domains (adac.de, leasingmarkt.de, cupra.com) from actual retrieved data, fulfilling the task requirements despite the missing languageCode.", "timestamp": "2026-10-15T19:26:52.786Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent successfully ran the Actor, retrieved 9 organic results, and reported the top three domains (adac.de, leasingmarkt.de, cupra.com) from actual retrieved data, fulfilling the task requirements despite the missing languageCode.", "timestamp": "2026-10-15T19:26:52.744Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-15T19:26:52.709Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T19:26:52.669Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The agent failed on the first call by using 'searchQuery' instead of 'queries', and on the second call by using uppercase 'DE' instead of lowercase 'de' for countryCode. Additionally, languageCode was never set to 'de' (deterministic check FAIL). Better input schema documentation or examples would have prevented these three separate input errors.", "timestamp": "2026-10-15T19:26:52.632Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent successfully ran the Actor, retrieved 9 organic results, and reported the top three domains (adac.de, leasingmarkt.de, cupra.com) from actual retrieved data, fulfilling the task requirements despite the missing languageCode.", "timestamp": "2026-10-15T19:26:52.596Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent required three attempts to get the correct input format due to wrong field name and wrong countryCode format, which is somewhat inefficient but understandable given schema discovery.", "timestamp": "2026-10-15T19:26:52.558Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent encountered two errors: first an invalid-input error about missing 'queries' field, then an invalid-input error about countryCode format. It correctly adapted by fixing the field name and switching to lowercase 'de' for countryCode on the third attempt.", "timestamp": "2026-10-15T19:26:52.517Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent reported organic result count (9) and top three domains (adac.de, leasingmarkt.de, cupra.com) directly from the dataset items returned by the API, matching the preview data shown in the tool result.", "timestamp": "2026-10-15T19:26:52.479Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call used wrong field 'searchQuery' instead of 'queries', and the second used uppercase 'DE' for countryCode which was rejected; the third call fixed both issues but omitted languageCode='de' (confirmed FAIL by deterministic check). The correct input schema was eventually found but languageCode was left empty.", "timestamp": "2026-10-15T19:26:52.427Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/google-search-scraper as specified in the task prompt.", "timestamp": "2026-10-15T19:26:52.381Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T19:20:11.278Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-15T19:20:11.241Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T19:20:11.198Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T19:20:11.162Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-15T19:20:11.121Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode = \"\" (expected \"de\")", "timestamp": "2026-10-15T19:20:11.079Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-15T19:20:11.034Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T19:20:10.991Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T19:20:10.910Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T19:20:10.810Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang" ], "judgeComment": "PASS: The agent successfully ran the Actor, retrieved 9 organic results, and reported the top three domains (adac.de, leasingmarkt.de, cupra.com) from actual retrieved data, fulfilling the task requirements despite the missing languageCode." }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "26d7db2250cf8f2a", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:apify-ultimate-scraper · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T19:20:11.314Z", "day": "2026-10-15", "traceId": "782d2a778fa34ce04d2e2b75142da5ad", "observationId": "c47651bb87bbb97f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/782d2a778fa34ce04d2e2b75142da5ad?observation=c47651bb87bbb97f", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T19:26:55.031Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T19:26:54.990Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T19:26:50.773Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T19:26:50.683Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "none", "comment": "the agent ran no Actor", "timestamp": "2026-10-15T19:26:50.644Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T19:26:50.592Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T19:26:50.554Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T19:26:50.514Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No Actor was run, no Google Search results were scraped, and the final answer is just 'Let me install the Apify CLI first' — the task was not completed at all.", "timestamp": "2026-10-15T19:26:50.475Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent multiple turns trying to install and authenticate the CLI rather than using the Apify HTTP API directly (which was available via the APIFY_TOKEN environment variable), making the path inefficient.", "timestamp": "2026-10-15T19:26:50.393Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The agent tried multiple recovery steps: attempted global npm install (failed with EACCES), fell back to npx, tried writing ~/.apify/apifyrc.json with the token, but the CLI still reported 'not logged in' — the agent ran out of turns without finding a working authentication method.", "timestamp": "2026-10-15T19:26:50.351Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified apify/google-search-scraper from the actor-index.md as the right Actor for SERP scraping, and attempted to use the Apify CLI as instructed by the skill.", "timestamp": "2026-10-15T19:26:50.273Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "argumentCorrectness", "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T19:21:53.060Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-15T19:21:52.943Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T19:21:52.731Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/google-search-scraper\"", "timestamp": "2026-10-15T19:21:52.665Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/google-search-scraper", "timestamp": "2026-10-15T19:21:52.575Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "none", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/google-search-scraper" }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "26d7db2250cf8f2a", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:apify-ultimate-scraper · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T19:21:53.182Z", "day": "2026-10-15", "traceId": "5040806bf0bf06bb38e687300763739e", "observationId": "98c7776afd0a6d57", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5040806bf0bf06bb38e687300763739e?observation=98c7776afd0a6d57", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T19:26:54.336Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T19:26:54.279Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T19:26:39.121Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T19:26:39.017Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T19:26:38.979Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T19:26:38.944Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "readme-docs", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T19:26:38.900Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No Actor run was started, no pages were crawled, no HTML was saved, and no results were reported; all deterministic checks failed.", "timestamp": "2026-10-15T19:26:38.859Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent many turns installing the CLI and troubleshooting authentication instead of completing the task; it ran out of turns before even running the Actor.", "timestamp": "2026-10-15T19:26:38.794Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When npm global install failed with EACCES, the agent tried a prefix-based install which succeeded; when the CLI reported not logged in, the agent attempted to use APIFY_TOKEN env var, but ran out of turns before completing authentication.", "timestamp": "2026-10-15T19:26:38.720Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent never got to the point of constructing Actor input arguments because it ran out of turns while trying to authenticate; no input.json was ever created or submitted.", "timestamp": "2026-10-15T19:26:38.630Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified apify/website-content-crawler as the right Actor and attempted to use the Apify CLI, which is the appropriate tool for this surface.", "timestamp": "2026-10-15T19:26:38.543Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T19:23:14.849Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, ranOk, startUrl", "timestamp": "2026-10-15T19:23:14.807Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run to read items from", "timestamp": "2026-10-15T19:23:14.767Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T19:23:14.729Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T19:23:14.688Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T19:23:14.639Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T19:23:14.594Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T19:23:14.511Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T19:23:14.410Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "readme-docs", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter", "pageCap", "startUrl", "ranOk", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "26d7db2250cf8f2a", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:apify-ultimate-scraper · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T19:23:14.884Z", "day": "2026-10-15", "traceId": "919001d05c286154919900b87848c96b", "observationId": "1e2d3faa67d1f706", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/919001d05c286154919900b87848c96b?observation=1e2d3faa67d1f706", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T19:26:54.706Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T19:26:54.645Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T19:26:41.214Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T19:26:41.123Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "none", "comment": "the agent ran no Actor", "timestamp": "2026-10-15T19:26:41.085Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-15T19:26:41.041Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T19:26:40.995Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T19:26:40.960Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No Actor run was completed, no pages were crawled, no titles were reported, and the agent ran out of turns without delivering any results.", "timestamp": "2026-10-15T19:26:40.918Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent multiple turns trying to install the CLI globally, then locally, and also made two failed API calls with wrong URL formats before running out of turns — a lot of wasted steps.", "timestamp": "2026-10-15T19:26:40.876Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the CLI was missing (exit 127), the agent tried npm install -g (permission denied), then sudo (not found), then local npm install which succeeded, then tried npx apify actors call which also failed with exit code 1. The agent ran out of turns without trying the direct Apify REST API correctly (it used wrong URL format with slashes instead of tilde).", "timestamp": "2026-10-15T19:26:40.835Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The input JSON was correctly formed with startUrls, maxCrawlPages: 20, htmlTransformer: 'readableText', and outputFormats: ['markdown'] — all matching the workflow guide's recommended fields.", "timestamp": "2026-10-15T19:26:40.798Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified apify/website-content-crawler as the right Actor for LLM-ready text extraction from a documentation site, following the knowledge-base-and-rag workflow guide.", "timestamp": "2026-10-15T19:26:40.760Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "resultUtilization", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T19:24:57.354Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, startUrl", "timestamp": "2026-10-15T19:24:57.316Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-15T19:24:57.274Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-15T19:24:57.234Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-15T19:24:57.192Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-15T19:24:57.098Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-15T19:24:57.004Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "none", "infraOk": true, "failedChecks": [ "pageCap", "startUrl", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/website-content-crawler" }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "26d7db2250cf8f2a", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:apify-ultimate-scraper · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T19:24:57.457Z", "day": "2026-10-15", "traceId": "290099afb248aba244ef71bfc587c266", "observationId": "b4d2df7b4a31977e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/290099afb248aba244ef71bfc587c266?observation=b4d2df7b4a31977e", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "eval.consistency": { "value": 0.5, "stringValue": null, "comment": "1/2 passed; majority agreement 50%", "timestamp": "2026-10-15T19:26:54.520Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 1, "stringValue": null, "comment": "1/2 repeats passed", "timestamp": "2026-10-15T19:26:54.464Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check country: apify/google-search-scraper: countryCode is missing (expected \"de\")", "timestamp": "2026-10-15T19:26:40.910Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check country: apify/google-search-scraper: countryCode is missing (expected \"de\")", "timestamp": "2026-10-15T19:26:40.813Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-15T19:26:40.780Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-15T19:26:40.737Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "check country: apify/google-search-scraper: countryCode is missing (expected \"de\")", "timestamp": "2026-10-15T19:26:40.694Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 9 organic results and the top three domains (null-leasing.com, leasingmarkt.de, insta-drive.com) from actual retrieved data, but the search was performed against google.com with countryCode=US rather than German Google (countryCode=de), so the results may not reflect true German Google results as requested.", "timestamp": "2026-10-15T19:26:40.652Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent required three attempts to get the correct input format due to input schema misunderstanding, which added unnecessary calls, but the polling and result retrieval were efficient.", "timestamp": "2026-10-15T19:26:40.616Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent encountered two input validation errors ('queries is required' and 'queries must be string') and correctly adjusted the input format on each retry until the run succeeded.", "timestamp": "2026-10-15T19:26:40.575Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned by the Actor run to report organic result count and top three domains, directly citing titles and URLs from the tool result preview.", "timestamp": "2026-10-15T19:26:40.526Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent omitted countryCode 'de' (confirmed FAIL by deterministic check) and maxPagesPerQuery (also FAIL), though it did include languageCode 'de'. The first two attempts also had wrong input formats requiring correction.", "timestamp": "2026-10-15T19:26:40.469Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/google-search-scraper as specified in the task.", "timestamp": "2026-10-15T19:26:40.428Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T19:25:31.796Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: country", "timestamp": "2026-10-15T19:25:31.755Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T19:25:31.716Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-15T19:25:31.668Z", "metadata": {} }, "check.pages": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: maxPagesPerQuery is missing (expected at most 1)", "timestamp": "2026-10-15T19:25:31.628Z", "metadata": {} }, "check.lang": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): languageCode", "timestamp": "2026-10-15T19:25:31.589Z", "metadata": {} }, "check.country": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper: countryCode is missing (expected \"de\")", "timestamp": "2026-10-15T19:25:31.550Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-15T19:25:31.514Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T19:25:31.474Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T19:25:31.426Z", "metadata": {} } }, "verdict": "fail", "fixArea": "input-schema", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "pages", "country" ], "judgeComment": "FAIL: check country: apify/google-search-scraper: countryCode is missing (expected \"de\")" }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "26d7db2250cf8f2a", "experimentName": "store-actors · claude-haiku-4.5 · surface:api · skills:apify-ultimate-scraper · scenarios:4 · ×2 · 2026-10-15 18:28 · manual · 0mcgh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "manual", "repeats": 2, "fullScope": false, "startTime": "2026-10-15T19:25:26.012Z", "day": "2026-10-15", "traceId": "9868982059b52385f1247a610166ab53", "observationId": "8b097821032f1aa5", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9868982059b52385f1247a610166ab53?observation=8b097821032f1aa5", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "eval.consistency": { "value": 1, "stringValue": null, "comment": "0/2 passed; majority agreement 100%", "timestamp": "2026-10-15T19:26:54.948Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "eval.passAtN": { "value": 0, "stringValue": null, "comment": "0/2 repeats passed", "timestamp": "2026-10-15T19:26:54.910Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0" } }, "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-15T19:26:42.085Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-15T19:26:41.673Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-10-15T19:26:41.474Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-15T19:26:41.410Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-15T19:26:41.374Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The dataset item preview shows the actor returned a complex structure with paidResults and other fields, but the organic results field was not visible in the preview. The agent failed to correctly parse and present the organicResults field from the dataset, instead fabricating results. The output format or field naming made it difficult for the agent to locate and use the correct organic results data.", "timestamp": "2026-10-15T19:26:41.329Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "While the actor ran successfully and returned 1 dataset item, the organic results presented in the final answer (titles, URLs, snippets) do not match the data visible in the tool result preview, suggesting the agent invented the organic results rather than extracting them from the actual dataset response.", "timestamp": "2026-10-15T19:26:41.297Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one failed attempt, then searched the store, found the correct actor, ran it, and retrieved results - a reasonably efficient recovery path with only one extra step.", "timestamp": "2026-10-15T19:26:41.258Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first API call failed with a 'page-not-found' error because the agent used the wrong actor ID format ('apify/google-search-results-scraper' instead of 'apify/google-search-scraper'), and the agent recovered by searching the store and finding the correct actor.", "timestamp": "2026-10-15T19:26:41.224Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The dataset returned 1 item with organic results data, but the agent's final answer lists titles, links, and snippets that do not appear in the tool result preview (which showed paid results/ads data). The agent appears to have fabricated the organic results rather than using the actual retrieved data.", "timestamp": "2026-10-15T19:26:41.187Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed 'queries': 'apify web scraping' and 'maxPages': 1, which are sensible inputs for a single-page organic search results scrape.", "timestamp": "2026-10-15T19:26:41.147Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/google-search-scraper (actor ID nFJndFXA5zjCTuudP) which is the appropriate actor for scraping Google Search results.", "timestamp": "2026-10-15T19:26:41.108Z", "metadata": { "rubricVersion": "1203-draft-4", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.6.0", "contractVersion": "1.3.0", "datasetRunId": "26d7db2250cf8f2a", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [ "schemaValidity" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-15T19:26:20.746Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-15T19:26:20.701Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-15T19:26:20.657Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-15T19:26:20.558Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-15T19:26:20.474Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "zillow-zip-search-usage-scottsdale", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:00:30.152Z", "day": "2026-10-16", "traceId": "9ca1978798756db3e585e5c2f38b191c", "observationId": "827c8cdddd057861", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9ca1978798756db3e585e5c2f38b191c?observation=827c8cdddd057861", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "use", "title": "zillow-zip-search / use / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check forSaleByOwnerTrue: maxcopell/zillow-zip-search: forSaleByOwner = false (expected true)", "timestamp": "2026-10-16T04:21:38.193Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check forSaleByOwnerTrue: maxcopell/zillow-zip-search: forSaleByOwner = false (expected true)", "timestamp": "2026-10-16T04:21:38.063Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-16T04:21:38.021Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-16T04:21:37.973Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "check forSaleByOwnerTrue: maxcopell/zillow-zip-search: forSaleByOwner = false (expected true)", "timestamp": "2026-10-16T04:21:37.926Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-16T04:21:37.846Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 results and correctly identified the cheapest home's address and price from real data, fulfilling the task requirements despite the forSaleByOwner flag being set incorrectly.", "timestamp": "2026-10-16T04:21:37.804Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve results — no redundant calls.", "timestamp": "2026-10-16T04:21:37.740Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the dataset items and correctly identified the cheapest property (7930 E CAMELBACK Road #605 at $250,000) directly from the returned data, confirmed by the grounded check passing.", "timestamp": "2026-10-16T04:21:37.695Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent set zipCodes=['85251'], priceMax=800000, forSaleByAgent=true, forRent=false, sold=false, resultsLimit=10, but set forSaleByOwner=false instead of true; the deterministic check forSaleByOwnerTrue is marked FAIL.", "timestamp": "2026-10-16T04:21:37.653Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-16T04:21:37.609Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:01:25.855Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: forSaleByOwnerTrue", "timestamp": "2026-10-16T04:01:25.816Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-10-16T04:01:25.761Z", "metadata": {} }, "check.tenResults": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-16T04:01:25.727Z", "metadata": {} }, "check.priceCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): priceMax", "timestamp": "2026-10-16T04:01:25.679Z", "metadata": {} }, "check.soldFalse": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): sold", "timestamp": "2026-10-16T04:01:25.646Z", "metadata": {} }, "check.forRentFalse": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): forRent", "timestamp": "2026-10-16T04:01:25.607Z", "metadata": {} }, "check.forSaleByOwnerTrue": { "value": 0, "stringValue": null, "comment": "FAIL: maxcopell/zillow-zip-search: forSaleByOwner = false (expected true)", "timestamp": "2026-10-16T04:01:25.564Z", "metadata": {} }, "check.forSaleByAgentTrue": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): forSaleByAgent", "timestamp": "2026-10-16T04:01:25.518Z", "metadata": {} }, "check.requiredFlags": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-16T04:01:25.476Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:01:25.431Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/zillow-zip-search", "timestamp": "2026-10-16T04:01:25.383Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{1,3},\\d{3}/", "timestamp": "2026-10-16T04:01:25.339Z", "metadata": {} } }, "verdict": "fail", "fixArea": "input-schema", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "forSaleByOwnerTrue" ], "judgeComment": "FAIL: check forSaleByOwnerTrue: maxcopell/zillow-zip-search: forSaleByOwner = false (expected true)" }, { "scenarioId": "youtube-shorts-scraper-discovery-mrbeast-popular", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:00:30.154Z", "day": "2026-10-16", "traceId": "2afd8109eb51dc689b6d02b5b6d6a78d", "observationId": "5b8cc30ef5aa558f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2afd8109eb51dc689b6d02b5b6d6a78d?observation=5b8cc30ef5aa558f", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "find", "title": "youtube-shorts / find / mrbeast-popular", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer lists all 10 most popular MrBeast Shorts with titles, view counts, likes, comments, URLs, and dates sourced from the actual dataset, and ends with 'Actor: streamers/youtube-shorts-scraper' as required.", "timestamp": "2026-10-16T04:21:32.246Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer lists all 10 most popular MrBeast Shorts with titles, view counts, likes, comments, URLs, and dates sourced from the actual dataset, and ends with 'Actor: streamers/youtube-shorts-scraper' as required.", "timestamp": "2026-10-16T04:21:32.206Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: streamers/youtube-shorts-scraper", "timestamp": "2026-10-16T04:21:32.150Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-16T04:21:32.107Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:21:32.069Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the right actor, provided proper inputs, utilized real data, recovered from the running state, followed an efficient plan, and fully completed the task.", "timestamp": "2026-10-16T04:21:32.032Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-16T04:21:31.965Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer lists all 10 most popular MrBeast Shorts with titles, view counts, likes, comments, URLs, and dates sourced from the actual dataset, and ends with 'Actor: streamers/youtube-shorts-scraper' as required.", "timestamp": "2026-10-16T04:21:31.926Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used a minimal and logical sequence: search-actors, fetch-actor-details, call-actor, two get-actor-run polls (needed because the run was still running), and get-dataset-items — no wasted or redundant calls.", "timestamp": "2026-10-16T04:21:31.893Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run was still RUNNING after the first poll, so the agent correctly polled again with get-actor-run until it SUCCEEDED, handling the delay gracefully.", "timestamp": "2026-10-16T04:21:31.847Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from the actual run (datasetId N5eYwOcU07gOq6xaO) and presented the exact titles, view counts, likes, and URLs returned by the tool rather than inventing data.", "timestamp": "2026-10-16T04:21:31.800Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed channels=['MrBeast'], maxResultsShorts=10, and sortChannelShortsBy='POPULAR', which are all valid and appropriate inputs per the actor's input schema.", "timestamp": "2026-10-16T04:21:31.759Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used streamers/youtube-shorts-scraper, the intended actor for scraping YouTube Shorts from a channel, confirmed by the rightActor PASS check.", "timestamp": "2026-10-16T04:21:31.717Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:02:32.942Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-16T04:02:32.906Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{3,}/", "timestamp": "2026-10-16T04:02:32.869Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:02:32.826Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"streamers/youtube-shorts-scraper\"", "timestamp": "2026-10-16T04:02:32.736Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-16T04:02:32.578Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer lists all 10 most popular MrBeast Shorts with titles, view counts, likes, comments, URLs, and dates sourced from the actual dataset, and ends with 'Actor: streamers/youtube-shorts-scraper' as required." }, { "scenarioId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:00:30.154Z", "day": "2026-10-16", "traceId": "34b78780037f1009b51a030569c2d1bf", "observationId": "c7a3dfa33353060e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/34b78780037f1009b51a030569c2d1bf?observation=c7a3dfa33353060e", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "use", "title": "youtube-shorts / use / mrbeast-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-16T04:21:33.633Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-16T04:21:33.491Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-16T04:21:33.440Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-16T04:21:33.401Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The dataset returned 10 items (confirmed by facts and the get-dataset-items preview showing all 10 including 'Giving Away $1,000,000 in Gifts To My Subscribers'), but the agent's final answer only listed 9 items and incorrectly stated there were 9 Shorts — a reasoning/presentation error by the model, not an Actor or tool failure.", "timestamp": "2026-10-16T04:21:33.363Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-16T04:21:33.319Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported all 10 dataset items with correct view and like counts, though it omitted the 10th item ('Giving Away $1,000,000 in Gifts To My Subscribers') from the final table and stated '9 most popular Shorts' instead of 10, despite the dataset returning 10 items.", "timestamp": "2026-10-16T04:21:33.278Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent followed a direct 4-step path: fetch schema, call actor, poll for completion, retrieve items — no redundant calls.", "timestamp": "2026-10-16T04:21:33.240Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 21 numbers in the final answer were found in the Actor output, and the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-10-16T04:21:33.200Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called streamers/youtube-shorts-scraper with channels=[\"MrBeast\"], maxResultsShorts=10, and sortChannelShortsBy=\"POPULAR\", which matches the required input schema exactly.", "timestamp": "2026-10-16T04:21:33.155Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for the task.", "timestamp": "2026-10-16T04:21:33.057Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:01:55.106Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-16T04:01:55.069Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 21 numbers found in Actor output", "timestamp": "2026-10-16T04:01:55.032Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-16T04:01:54.991Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-16T04:01:54.952Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResultsShorts", "timestamp": "2026-10-16T04:01:54.911Z", "metadata": {} }, "check.sortPopular": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): sortChannelShortsBy", "timestamp": "2026-10-16T04:01:54.876Z", "metadata": {} }, "check.channelInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): channels[0]", "timestamp": "2026-10-16T04:01:54.843Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:01:54.806Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-16T04:01:54.769Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "youtube-scraper-usage-espresso-engagement", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:00:30.155Z", "day": "2026-10-16", "traceId": "049af34821be243733583a2c448c6cac", "observationId": "9e2deb673ef6102c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/049af34821be243733583a2c448c6cac?observation=9e2deb673ef6102c", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "use", "title": "youtube / use / espresso-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements with grounded data.", "timestamp": "2026-10-16T04:21:22.660Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements with grounded data.", "timestamp": "2026-10-16T04:21:22.597Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-16T04:21:22.542Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:21:22.494Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified and used the right actor, formed proper inputs, retrieved real data, and presented a complete grounded answer.", "timestamp": "2026-10-16T04:21:22.452Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-16T04:21:22.364Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements with grounded data.", "timestamp": "2026-10-16T04:21:22.333Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, call actor, retrieve dataset items — no redundant calls.", "timestamp": "2026-10-16T04:21:22.291Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 11 numbers in the final answer were found in the Actor output, and the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-10-16T04:21:22.252Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries=[\"home espresso machine review\"], maxResults=5, and transcriptionAndSubtitle=\"NONE\" — all well-formed and appropriate for the task.", "timestamp": "2026-10-16T04:21:22.199Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-16T04:21:22.154Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:01:22.067Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-16T04:01:22.029Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 11 numbers found in Actor output", "timestamp": "2026-10-16T04:01:21.983Z", "metadata": {} }, "check.engagementFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-16T04:01:21.942Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-16T04:01:21.902Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-16T04:01:21.860Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:01:21.801Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-scraper", "timestamp": "2026-10-16T04:01:21.670Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-16T04:01:21.499Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements with grounded data." }, { "scenarioId": "youtube-scraper-discovery-espresso", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:00:30.155Z", "day": "2026-10-16", "traceId": "252f9a9d91a2237099c27c5a94936339", "observationId": "6753fa210c8b0a5e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/252f9a9d91a2237099c27c5a94936339?observation=6753fa210c8b0a5e", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "find", "title": "youtube / find / espresso", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used delicious_zebu/youtube-video-scraper-by-keyword, api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-16T04:21:28.544Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used delicious_zebu/youtube-video-scraper-by-keyword, api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-16T04:21:28.417Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "delicious_zebu/youtube-video-scraper-by-keyword", "comment": "Actors the agent ran: delicious_zebu/youtube-video-scraper-by-keyword, api-ninja/youtube-search-scraper", "timestamp": "2026-10-16T04:21:28.370Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-16T04:21:28.329Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:21:28.280Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used delicious_zebu/youtube-video-scraper-by-keyword, api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-16T04:21:28.242Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-16T04:21:28.201Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent produced a list of 10 videos with titles, channel names, and view counts from real retrieved data, fulfilling the task requirements, though it used the wrong actor (api-ninja/youtube-search-scraper instead of streamers/youtube-scraper) as confirmed by the rightActor FAIL check.", "timestamp": "2026-10-16T04:21:28.157Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 8 tool calls: 2 searches, 2 fetch-actor-details, 3 call-actor attempts (2 failed, 1 succeeded), and 1 get-dataset-items, which is reasonable given the errors encountered, though discovering the wrong actors added unnecessary steps.", "timestamp": "2026-10-16T04:21:28.116Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When delicious_zebu/youtube-video-scraper-by-keyword returned a 502 Bad Gateway error, the agent switched to api-ninja/youtube-search-scraper; when that failed due to maxResults < 20 validation, the agent corrected the value to 20 and succeeded.", "timestamp": "2026-10-16T04:21:28.077Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 dataset items from the successful api-ninja/youtube-search-scraper run and correctly used the returned titles, channel names, and view counts to compile the top 10 list sorted by view count.", "timestamp": "2026-10-16T04:21:28.040Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "After the first actor failed with a 502, the agent correctly adjusted maxResults from 10 to 20 (meeting the minimum requirement) and used appropriate parameters: uploadDate='month', sortBy='popularity', videoDepthDetails='detailed'.", "timestamp": "2026-10-16T04:21:27.998Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for YouTube scrapers and found relevant actors, but chose delicious_zebu/youtube-video-scraper-by-keyword and api-ninja/youtube-search-scraper instead of the intended streamers/youtube-scraper; the first search returned streamers/youtube-video-downloader (not the scraper) and the agent missed streamers/youtube-scraper entirely.", "timestamp": "2026-10-16T04:21:27.950Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:01:50.044Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-16T04:01:50.011Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): delicious_zebu/youtube-video-scraper-by-keyword run : CALL-FAILED; api-ninja/youtube-search-scraper run : CALL-FAILED", "timestamp": "2026-10-16T04:01:49.913Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"streamers/youtube-scraper\"", "timestamp": "2026-10-16T04:01:49.878Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used delicious_zebu/youtube-video-scraper-by-keyword, api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-16T04:01:49.775Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "delicious_zebu/youtube-video-scraper-by-keyword", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used delicious_zebu/youtube-video-scraper-by-keyword, api-ninja/youtube-search-scraper; expected streamers/youtube-scraper" }, { "scenarioId": "tiktok-scraper-usage-protein-coffee", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:00:30.155Z", "day": "2026-10-16", "traceId": "711d92e31e418728b809e1ae83648562", "observationId": "fbeda9edfb3e9528", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/711d92e31e418728b809e1ae83648562?observation=fbeda9edfb3e9528", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "use", "title": "tiktok / use / protein-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: clockworks/tiktok-scraper run ErgokAj0dZezslLLq: RUNNING", "timestamp": "2026-10-16T04:21:28.900Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: clockworks/tiktok-scraper run ErgokAj0dZezslLLq: RUNNING", "timestamp": "2026-10-16T04:21:28.822Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-16T04:21:28.780Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-16T04:21:28.741Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: clockworks/tiktok-scraper run ErgokAj0dZezslLLq: RUNNING", "timestamp": "2026-10-16T04:21:28.706Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-16T04:21:28.672Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a ranked table of 10 videos with real play counts grounded in retrieved data, fulfilling the task of reporting the 10 most-played 'protein coffee recipe' videos with their play counts.", "timestamp": "2026-10-16T04:21:28.630Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one fetch-actor-details call, one call-actor, two polling calls (reasonable given the run was still in progress), and one get-dataset-items call — a direct and efficient path with no unnecessary repetition.", "timestamp": "2026-10-16T04:21:28.585Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run remained in RUNNING status throughout (ranOk FAIL), but the agent polled twice with get-actor-run and then retrieved 84 dataset items successfully, handling the delay gracefully.", "timestamp": "2026-10-16T04:21:28.542Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 20 numbers in the answer were found in Actor output, and the dataset items preview shows the exact play counts reported (e.g., 6,657,427 for Ashlie Ann, 4,475,086 for Josh New).", "timestamp": "2026-10-16T04:21:28.503Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries=[\"protein coffee recipe\"], searchSection=\"/video\", resultsPerPage=100, and videoSearchSorting=\"MOST_LIKED\" — all valid fields per the input schema, well-suited to finding the most-played videos.", "timestamp": "2026-10-16T04:21:28.463Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running and retrieving results from clockworks/tiktok-scraper.", "timestamp": "2026-10-16T04:21:28.372Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:03:12.151Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-16T04:03:12.110Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 20 numbers found in Actor output", "timestamp": "2026-10-16T04:03:12.077Z", "metadata": {} }, "check.plays": { "value": 1, "stringValue": null, "comment": "PASS (warn): 84 items ok", "timestamp": "2026-10-16T04:03:12.030Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: clockworks/tiktok-scraper run ErgokAj0dZezslLLq: RUNNING", "timestamp": "2026-10-16T04:03:11.992Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-scraper", "timestamp": "2026-10-16T04:03:11.890Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-16T04:03:11.767Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: check ranOk: clockworks/tiktok-scraper run ErgokAj0dZezslLLq: RUNNING" }, { "scenarioId": "tiktok-scraper-discovery-cleantok", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:01:22.312Z", "day": "2026-10-16", "traceId": "e865227ae8bfe0678e953d1c27573082", "observationId": "e670f6b53339bad1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e865227ae8bfe0678e953d1c27573082?observation=e670f6b53339bad1", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "find", "title": "tiktok / find / cleantok", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-16T04:21:20.653Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-16T04:21:20.500Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "memo23/tiktok-hashtag-scraper", "comment": "Actors the agent ran: memo23/tiktok-hashtag-scraper", "timestamp": "2026-10-16T04:21:20.407Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-16T04:21:20.362Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-16T04:21:20.285Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-16T04:21:20.244Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-16T04:21:20.193Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent pulled 20 #cleantok videos, summarized content themes (ASMR, organization, clean-with-me, professional cleaning), and provided real engagement numbers, fulfilling the task requirements despite using the wrong actor.", "timestamp": "2026-10-16T04:21:20.150Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search-actors, fetch-actor-details, call-actor, and get-dataset-items — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-16T04:21:20.103Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved all 20 dataset items and used real engagement numbers (e.g., 53.4M plays for @theorganizedaddict, 20M plays for @soransaidi) directly from the dataset in its summary.", "timestamp": "2026-10-16T04:21:20.063Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called memo23/tiktok-hashtag-scraper with {hashtags: ['cleantok'], maxResultsPerHashtag: 20}, which correctly targets the #cleantok hashtag and caps results at 20 as required.", "timestamp": "2026-10-16T04:21:20.022Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for TikTok hashtag scrapers and selected memo23/tiktok-hashtag-scraper, which is a functional hashtag scraper but not the intended clockworks/tiktok-scraper; the rightActor check is marked FAIL.", "timestamp": "2026-10-16T04:21:19.976Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:02:10.965Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-16T04:02:10.920Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:02:10.875Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-scraper\"", "timestamp": "2026-10-16T04:02:10.779Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-16T04:02:10.659Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "memo23/tiktok-hashtag-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper" }, { "scenarioId": "tiktok-profile-scraper-usage-apifylife-latest-five", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:01:25.923Z", "day": "2026-10-16", "traceId": "6b63919c11c1f825b566139f0a83c35c", "observationId": "cd4f2855680be698", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6b63919c11c1f825b566139f0a83c35c?observation=cd4f2855680be698", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "use", "title": "tiktok-profile / use / apifylife-latest-five", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer reports the follower count (193) and all 5 most recent videos with their play counts (742, 15400, 583, 809, 475), fully satisfying the task requirements with grounded data.", "timestamp": "2026-10-16T04:21:17.059Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer reports the follower count (193) and all 5 most recent videos with their play counts (742, 15400, 583, 809, 475), fully satisfying the task requirements with grounded data.", "timestamp": "2026-10-16T04:21:17.017Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-16T04:21:16.983Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:21:16.931Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, provided correct inputs, utilized the retrieved data accurately, and delivered a complete answer grounded in the actual output.", "timestamp": "2026-10-16T04:21:16.896Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-16T04:21:16.857Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports the follower count (193) and all 5 most recent videos with their play counts (742, 15400, 583, 809, 475), fully satisfying the task requirements with grounded data.", "timestamp": "2026-10-16T04:21:16.820Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, call actor, get dataset items — no redundant calls or backtracking.", "timestamp": "2026-10-16T04:21:16.778Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly used the authorMeta.fans (193), playCount, text, and createTimeISO fields from the actual output to populate the final answer; the grounded check confirms all 8 numbers match Actor output.", "timestamp": "2026-10-16T04:21:16.742Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called clockworks/tiktok-profile-scraper with profiles=['apifylife'], resultsPerPage=5, and profileScrapeSections=['videos'], which are all correct and well-formed inputs matching the schema.", "timestamp": "2026-10-16T04:21:16.691Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with clockworks/tiktok-profile-scraper, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-16T04:21:16.654Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:02:15.175Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-16T04:02:15.135Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 8 numbers found in Actor output", "timestamp": "2026-10-16T04:02:15.094Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-16T04:02:15.039Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-16T04:02:14.995Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsPerPage", "timestamp": "2026-10-16T04:02:14.921Z", "metadata": {} }, "check.profileInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): profiles[0]", "timestamp": "2026-10-16T04:02:14.877Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:02:14.829Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-16T04:02:14.778Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer reports the follower count (193) and all 5 most recent videos with their play counts (742, 15400, 583, 809, 475), fully satisfying the task requirements with grounded data." }, { "scenarioId": "tiktok-profile-scraper-discovery-apifylife-followers", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:01:50.355Z", "day": "2026-10-16", "traceId": "b011c4e44c17faa8ab7df8ae38da5bbf", "observationId": "6a56c703a83739ee", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b011c4e44c17faa8ab7df8ae38da5bbf?observation=6a56c703a83739ee", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "find", "title": "tiktok-profile / find / apifylife-followers", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides the follower count (193) and all 5 most recent videos with captions, URLs, and engagement metrics, ending with the required 'Actor: clockworks/tiktok-profile-scraper' line as instructed.", "timestamp": "2026-10-16T04:21:12.212Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides the follower count (193) and all 5 most recent videos with captions, URLs, and engagement metrics, ending with the required 'Actor: clockworks/tiktok-profile-scraper' line as instructed.", "timestamp": "2026-10-16T04:21:12.170Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-profile-scraper", "timestamp": "2026-10-16T04:21:12.132Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-16T04:21:12.089Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:21:12.056Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor selected, inputs well-formed, data properly utilized, efficient plan, and complete answer delivered.", "timestamp": "2026-10-16T04:21:12.024Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-16T04:21:11.983Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides the follower count (193) and all 5 most recent videos with captions, URLs, and engagement metrics, ending with the required 'Actor: clockworks/tiktok-profile-scraper' line as instructed.", "timestamp": "2026-10-16T04:21:11.943Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search-actors, fetch-actor-details, call-actor, get-dataset-items) in a logical sequence with no redundant steps.", "timestamp": "2026-10-16T04:21:11.903Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly used the returned fields (authorMeta.fans=193, text, createTimeISO, webVideoUrl, diggCount, commentCount, shareCount) to construct the final answer without fabricating any data.", "timestamp": "2026-10-16T04:21:11.865Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed profiles: ['apifylife'], resultsPerPage: 5, and profileSorting: 'latest' — all well-formed and appropriate for retrieving the 5 most recent videos from the target profile.", "timestamp": "2026-10-16T04:21:11.829Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified clockworks/tiktok-profile-scraper as the right tool for a single profile lookup, confirmed by the deterministic check rightActor: PASS.", "timestamp": "2026-10-16T04:21:11.786Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:02:49.302Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-16T04:02:49.263Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{2,}/", "timestamp": "2026-10-16T04:02:49.221Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:02:49.184Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-profile-scraper\"", "timestamp": "2026-10-16T04:02:49.096Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-16T04:02:49.006Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides the follower count (193) and all 5 most recent videos with captions, URLs, and engagement metrics, ending with the required 'Actor: clockworks/tiktok-profile-scraper' line as instructed." }, { "scenarioId": "tiktok-comments-scraper-usage-top-level-only", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:01:55.142Z", "day": "2026-10-16", "traceId": "239d3ee885ff1ee89db82877a0e22371", "observationId": "859c714ed22bf9a5", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/239d3ee885ff1ee89db82877a0e22371?observation=859c714ed22bf9a5", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "use", "title": "tiktok-comments / use / top-level-only", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: clockworks/tiktok-comments-scraper run : CALL-FAILED", "timestamp": "2026-10-16T04:21:12.983Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: clockworks/tiktok-comments-scraper run : CALL-FAILED", "timestamp": "2026-10-16T04:21:12.864Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-16T04:21:12.830Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-16T04:21:12.736Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: clockworks/tiktok-comments-scraper run : CALL-FAILED", "timestamp": "2026-10-16T04:21:12.595Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-16T04:21:12.550Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent successfully retrieved 20 top-level comments (no replies) and correctly reported the 5 with the most likes with accurate like counts grounded in the dataset, fulfilling the task requirements.", "timestamp": "2026-10-16T04:21:12.512Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took 4 tool calls: fetch-actor-details, two call-actor attempts (one failed due to 502), and get-dataset-items — the retry was necessary due to an infrastructure error, so the path was reasonably direct.", "timestamp": "2026-10-16T04:21:12.467Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first call-actor returned a 502 Bad Gateway error, and the agent immediately retried the same call which succeeded — a reasonable recovery.", "timestamp": "2026-10-16T04:21:12.430Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check PASS confirms all 9 numbers in the final answer were found in the Actor output; the agent directly used the retrieved dataset items to identify the top 5 comments by diggCount.", "timestamp": "2026-10-16T04:21:12.393Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent used postURLs with the correct video URL and maxRepliesPerComment=0, but omitted commentsPerPost (the cap check FAIL confirms this), relying instead on topLevelCommentsPerPost=20 which is a valid field but commentsPerPost was expected to cap at 20.", "timestamp": "2026-10-16T04:21:12.360Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used clockworks/tiktok-comments-scraper, fetched actor details first, then called the actor and retrieved dataset items — all appropriate tools for the task.", "timestamp": "2026-10-16T04:21:12.320Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:02:37.815Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-16T04:02:37.776Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 9 numbers found in Actor output", "timestamp": "2026-10-16T04:02:37.737Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-16T04:02:37.705Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-16T04:02:37.659Z", "metadata": {} }, "check.noReplies": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxRepliesPerComment", "timestamp": "2026-10-16T04:02:37.621Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): clockworks/tiktok-comments-scraper: commentsPerPost is missing (expected at most 20); clockworks/tiktok-comments-scraper: commentsPerPost is missing (expected at most 20)", "timestamp": "2026-10-16T04:02:37.582Z", "metadata": {} }, "check.videoUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): postURLs[0]", "timestamp": "2026-10-16T04:02:37.547Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: clockworks/tiktok-comments-scraper run : CALL-FAILED", "timestamp": "2026-10-16T04:02:37.509Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-16T04:02:37.467Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap", "ranOk" ], "judgeComment": "FAIL: check ranOk: clockworks/tiktok-comments-scraper run : CALL-FAILED" }, { "scenarioId": "tiktok-comments-scraper-discovery-video-top-comments", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:02:10.999Z", "day": "2026-10-16", "traceId": "574f5fd362189d6cbe4b63161926458a", "observationId": "3dd1839f8313b530", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/574f5fd362189d6cbe4b63161926458a?observation=3dd1839f8313b530", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "find", "title": "tiktok-comments / find / video-top-comments", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent listed the 5 most-liked comments with their like counts and usernames, grounded in the retrieved data, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line as instructed.", "timestamp": "2026-10-16T04:21:07.854Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent listed the 5 most-liked comments with their like counts and usernames, grounded in the retrieved data, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line as instructed.", "timestamp": "2026-10-16T04:21:07.814Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-comments-scraper", "timestamp": "2026-10-16T04:21:07.772Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-16T04:21:07.735Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:21:07.696Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the right actor, used proper inputs, utilized the retrieved data accurately, and completed the task fully.", "timestamp": "2026-10-16T04:21:07.661Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-16T04:21:07.624Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent listed the 5 most-liked comments with their like counts and usernames, grounded in the retrieved data, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line as instructed.", "timestamp": "2026-10-16T04:21:07.566Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls: search-actors, fetch-actor-details, call-actor, and get-dataset-items, which is a direct and efficient path to completing the task.", "timestamp": "2026-10-16T04:21:07.528Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items with text and diggCount fields, then correctly sorted by diggCount to identify the top 5 most-liked comments, all of which match values visible in the tool result preview.", "timestamp": "2026-10-16T04:21:07.494Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct video URL in postURLs and set commentsPerPost to 100, which are well-formed inputs matching the actor's input schema.", "timestamp": "2026-10-16T04:21:07.452Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used clockworks/tiktok-comments-scraper, which is the intended actor for extracting TikTok comments, confirmed by the deterministic rightActor check passing.", "timestamp": "2026-10-16T04:21:07.408Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:02:59.791Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-16T04:02:59.753Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-16T04:02:59.714Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:02:59.681Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-comments-scraper\"", "timestamp": "2026-10-16T04:02:59.600Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-16T04:02:59.481Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent listed the 5 most-liked comments with their like counts and usernames, grounded in the retrieved data, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line as instructed." }, { "scenarioId": "indeed-scraper-usage-swe-skills", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:02:15.210Z", "day": "2026-10-16", "traceId": "d5c714f4379873d70fc78bdbf1777d92", "observationId": "a60259f409937405", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d5c714f4379873d70fc78bdbf1777d92?observation=a60259f409937405", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "use", "title": "indeed / use / swe-skills", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent delivered a ranked list of 5 top skills (Python, Java, SQL, JavaScript/TypeScript, Agile/Scrum) with occurrence counts grounded in the 20 retrieved job descriptions, fulfilling the task requirements.", "timestamp": "2026-10-16T04:21:09.749Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent delivered a ranked list of 5 top skills (Python, Java, SQL, JavaScript/TypeScript, Agile/Scrum) with occurrence counts grounded in the 20 retrieved job descriptions, fulfilling the task requirements.", "timestamp": "2026-10-16T04:21:09.715Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-16T04:21:09.676Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:21:09.633Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The deterministic cap check (apify.input) FAILED because 'maxItems is missing' — the actor's schema uses 'maxItemsPerSearch' which the agent did supply with value 20, but the harness expected a field named 'maxItems'. This suggests the actor's input schema naming is inconsistent with platform conventions, causing the cap enforcement check to fail even when the agent attempted to limit results correctly.", "timestamp": "2026-10-16T04:21:09.592Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-16T04:21:09.556Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a ranked list of 5 top skills (Python, Java, SQL, JavaScript/TypeScript, Agile/Scrum) with occurrence counts grounded in the 20 retrieved job descriptions, fulfilling the task requirements.", "timestamp": "2026-10-16T04:21:09.521Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: fetch actor details, run actor, get dataset items, read full output — no redundant calls or backtracking.", "timestamp": "2026-10-16T04:21:09.486Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The dataset output was too large for the preview and was saved to a file; the agent immediately used the Read tool to access the full content, recovering cleanly from the truncation.", "timestamp": "2026-10-16T04:21:09.454Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the full dataset file containing all 20 job descriptions and cited specific company names (SAIC, Chroma Technology, BurnBot, etc.) from the retrieved data when reporting skill counts, grounding the analysis in actual retrieved content.", "timestamp": "2026-10-16T04:21:09.415Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed position='software engineer', maxItemsPerSearch=20, country='US', saveOnlyUniqueItems=true; however the deterministic check flags that 'maxItems is missing' — the correct field is maxItemsPerSearch which was provided, but the cap check still failed, suggesting the field name may not enforce the 20-item cap as expected. The input was otherwise well-formed.", "timestamp": "2026-10-16T04:21:09.377Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, and Read — all appropriate tools for the task of scraping and analyzing job postings.", "timestamp": "2026-10-16T04:21:09.337Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:03:19.809Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-16T04:03:19.753Z", "metadata": {} }, "check.descriptions": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-16T04:03:19.695Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-16T04:03:19.652Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): misceres/indeed-scraper: maxItems is missing (expected at most 20)", "timestamp": "2026-10-16T04:03:19.616Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:03:19.573Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used misceres/indeed-scraper", "timestamp": "2026-10-16T04:03:19.535Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-10-16T04:03:19.487Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "PASS: The agent delivered a ranked list of 5 top skills (Python, Java, SQL, JavaScript/TypeScript, Agile/Scrum) with occurrence counts grounded in the 20 retrieved job descriptions, fulfilling the task requirements." }, { "scenarioId": "indeed-scraper-discovery-denver-marketing", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:02:32.979Z", "day": "2026-10-16", "traceId": "47e073c305ea4f64cd47b71ea3dea8d6", "observationId": "56068c00f02bc815", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/47e073c305ea4f64cd47b71ea3dea8d6?observation=56068c00f02bc815", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "find", "title": "indeed / find / denver-marketing", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used kaix/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-16T04:21:03.064Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used kaix/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-16T04:21:02.982Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "kaix/indeed-scraper", "comment": "Actors the agent ran: kaix/indeed-scraper", "timestamp": "2026-10-16T04:21:02.942Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-16T04:21:02.903Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:21:02.861Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used kaix/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-16T04:21:02.824Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-16T04:21:02.788Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered a table of 10 marketing coordinator postings in Denver with salary ranges and company ratings as requested, grounded in retrieved data, and ended with 'Actor: kaix/indeed-scraper' as required. However, the rightActor check FAILed (used kaix instead of misceres) and namedActor FAILed (answer contains kaix not misceres), meaning the wrong actor was used/named.", "timestamp": "2026-10-16T04:21:02.752Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search-actors, fetch-actor-details, call-actor, get-dataset-items — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-16T04:21:02.714Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned fields (title.text, salary.min, salary.max, company.ratings.overall, location.city, dates.posted) to populate the benchmark table, matching the preview data exactly.", "timestamp": "2026-10-16T04:21:02.677Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called kaix/indeed-scraper with keyword='marketing coordinator', location='Denver, CO', country='US', maxItems=15, searchMode='detailed', sort='date' — all well-formed and sensible inputs for the task.", "timestamp": "2026-10-16T04:21:02.637Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors to find Indeed scrapers, then selected kaix/indeed-scraper which is a valid Indeed scraper that succeeded, though the intended actor was misceres/indeed-scraper. The tool category (Indeed scraper) was appropriate for the task.", "timestamp": "2026-10-16T04:21:02.590Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:03:14.987Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-16T04:03:14.938Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:03:14.900Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"misceres/indeed-scraper\"", "timestamp": "2026-10-16T04:03:14.862Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used kaix/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-16T04:03:14.824Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "kaix/indeed-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used kaix/indeed-scraper; expected misceres/indeed-scraper" }, { "scenarioId": "amazon-reviews-scraper-usage-helpful-thirty", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:02:37.860Z", "day": "2026-10-16", "traceId": "013e45c4a4559ff599ea9a790844726b", "observationId": "bcd0cb495fac00a3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/013e45c4a4559ff599ea9a790844726b?observation=bcd0cb495fac00a3", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "use", "title": "amazon-reviews / use / helpful-thirty", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-16T04:21:01.620Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-16T04:21:01.528Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-16T04:21:01.486Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:21:01.444Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED; check productUrl: junglee/amazon-reviews-scraper: productUrls[0].url is missing (expected to match /B0CWXNS552/)", "timestamp": "2026-10-16T04:21:01.402Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-16T04:21:01.338Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered 3 complaints and 3 praises grounded in actual review data from the successful run, though only 10 reviews were retrieved instead of the requested 30 due to free-tier limitations, and the first run failed due to wrong input format (productUrl deterministic check FAIL).", "timestamp": "2026-10-16T04:21:01.290Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 3 tool calls (fetch-actor-details, call-actor x2, get-dataset-items) with one retry due to input format error; the fetch-actor-details step was useful for understanding the schema, making the path reasonably direct.", "timestamp": "2026-10-16T04:21:01.250Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with an input validation error about 'must be object', the agent immediately recognized the issue and corrected the productUrls format from a plain string array to an array of objects with url properties, resulting in a successful second run.", "timestamp": "2026-10-16T04:21:01.209Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the dataset items and directly cited specific review content (e.g., the Europe purse/passport story, the speaker loudness complaint, the iPhone network dependency) from the actual returned reviews rather than inventing generic themes.", "timestamp": "2026-10-16T04:21:01.164Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call used productUrls as a plain string array which failed validation; the second corrected call used the proper object format {url: ...} with maxReviews:30 and sort:'helpful', but the deterministic check 'productUrl' is marked FAIL because the first run (CALL-FAILED) had the wrong format and the successful run's input is flagged as missing productUrls[0].url matching the expected pattern.", "timestamp": "2026-10-16T04:21:01.099Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-reviews-scraper, which is exactly the actor named in the prompt, and also used fetch-actor-details and get-dataset-items appropriately.", "timestamp": "2026-10-16T04:21:01.064Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:03:34.707Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, productUrl", "timestamp": "2026-10-16T04:03:34.667Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-16T04:03:34.629Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-16T04:03:34.597Z", "metadata": {} }, "check.sortHelpful": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): sort", "timestamp": "2026-10-16T04:03:34.559Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxReviews", "timestamp": "2026-10-16T04:03:34.512Z", "metadata": {} }, "check.productUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper: productUrls[0].url is missing (expected to match /B0CWXNS552/)", "timestamp": "2026-10-16T04:03:34.474Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-16T04:03:34.390Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-16T04:03:34.266Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "productUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED" }, { "scenarioId": "amazon-reviews-scraper-discovery-product-complaints", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:02:49.335Z", "day": "2026-10-16", "traceId": "6248a5ccc658fe2d84ca4641c649fd09", "observationId": "36c03229b28e91fb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6248a5ccc658fe2d84ca4641c649fd09?observation=36c03229b28e91fb", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "find", "title": "amazon-reviews / find / product-complaints", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run XbJTfhZCz4d7qAvMA (axesso_data/amazon-reviews-scraper) FAILED", "timestamp": "2026-10-16T04:20:58.898Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:20:58.780Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent used junglee/amazon-reviews-scraper (the intended actor) but then fell back to delicious_zebu due to the free-tier 10-review limit, and named delicious_zebu in the final answer instead of junglee. The agent should have named junglee as the primary actor used, and the initial input schema error (passing strings instead of objects in productUrls array) was an avoidable reasoning mistake that caused an extra failed run.", "timestamp": "2026-10-16T04:20:58.740Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "10 tool calls valid", "timestamp": "2026-10-16T04:20:58.701Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered a well-structured summary of top praises and complaints from 30 reviews, grounded in actual scraped data, but ended with 'Actor: delicious_zebu/amazon-reviews-scraper-with-advanced-filters' instead of the required 'Actor: junglee/amazon-reviews-scraper', failing the namedActor check.", "timestamp": "2026-10-16T04:20:58.664Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 actor runs (one failed input validation, one succeeded with only 10 items, one failed, one succeeded with 30 items), exceeding the expected maximum of 3 runs; the initial input schema error on junglee was an avoidable extra call.", "timestamp": "2026-10-16T04:20:58.609Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When junglee returned only 10 reviews due to free tier limits, the agent tried axesso_data (which FAILED), then successfully used delicious_zebu to get 30 reviews, demonstrating reasonable error recovery.", "timestamp": "2026-10-16T04:20:58.558Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 30 reviews from delicious_zebu and used actual review content (e.g., speaker loudness complaint, iPhone network dependency, precision finding praise) directly from the dataset items to construct the summary.", "timestamp": "2026-10-16T04:20:58.515Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call to junglee failed because productUrls was passed as an array of strings instead of objects with {url:...}; the agent corrected this on the second call. The delicious_zebu call used correct input format with ASIN_or_URL, max_reviews:30, and sort_reviews_by:[\"helpful\"].", "timestamp": "2026-10-16T04:20:58.472Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified junglee/amazon-reviews-scraper as the primary tool, and when it only returned 10 reviews (free tier limit), tried axesso_data and then delicious_zebu alternatives to get 30 reviews.", "timestamp": "2026-10-16T04:20:58.433Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run XbJTfhZCz4d7qAvMA (axesso_data/amazon-reviews-scraper) FAILED", "timestamp": "2026-10-16T04:04:50.481Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor", "timestamp": "2026-10-16T04:04:50.451Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-10-16T04:04:50.416Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"junglee/amazon-reviews-scraper\"", "timestamp": "2026-10-16T04:04:50.333Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-16T04:04:50.246Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk", "namedActor" ], "judgeComment": null }, { "scenarioId": "amazon-crawler-usage-earbuds-search-url", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:02:59.826Z", "day": "2026-10-16", "traceId": "2d794fece921d4ab0b9c199f455e914f", "observationId": "4ab9a97e91cfd1ea", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2d794fece921d4ab0b9c199f455e914f?observation=4ab9a97e91cfd1ea", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "use", "title": "amazon / use / earbuds-search-url", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-16T04:20:57.248Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-16T04:20:57.155Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-16T04:20:57.113Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:20:57.081Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED; check searchUrl: junglee/amazon-crawler: categoryOrProductUrls[0].url is missing (expected to match /amazon\\.com/s\\?k=wireless\\+earbuds/)", "timestamp": "2026-10-16T04:20:57.047Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-16T04:20:57.005Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent listed 9 products (not 10 as requested) with prices and ratings from actual scraped data; 2 items were missing prices (confirmed by field check FAIL), and the final answer only shows 9 rows despite the task asking for top 10.", "timestamp": "2026-10-16T04:20:56.968Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra failed call due to the wrong input format, but recovered quickly; the overall flow of fetch-details → call-actor (failed) → call-actor (fixed) → get-dataset-items was reasonably direct.", "timestamp": "2026-10-16T04:20:56.930Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with an input validation error, the agent correctly diagnosed the issue (URL format) and fixed it in the second call, which succeeded.", "timestamp": "2026-10-16T04:20:56.890Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly reported the titles, prices, ratings, and review counts from the returned data without inventing values.", "timestamp": "2026-10-16T04:20:56.850Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed because categoryOrProductUrls was passed as an array of strings instead of objects with a 'url' property; the agent corrected this in the second call with [{\"url\": \"https://www.amazon.com/s?k=wireless+earbuds\"}] and maxItemsPerStartUrl=10, which succeeded.", "timestamp": "2026-10-16T04:20:56.794Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-crawler, which is the exact actor specified in the task.", "timestamp": "2026-10-16T04:20:56.756Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:04:02.985Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, searchUrl", "timestamp": "2026-10-16T04:04:02.922Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-16T04:04:02.882Z", "metadata": {} }, "check.field": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 2 of 10 items fail price exists undefined", "timestamp": "2026-10-16T04:04:02.848Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-16T04:04:02.810Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxItemsPerStartUrl", "timestamp": "2026-10-16T04:04:02.760Z", "metadata": {} }, "check.searchUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler: categoryOrProductUrls[0].url is missing (expected to match /amazon\\.com/s\\?k=wireless\\+earbuds/)", "timestamp": "2026-10-16T04:04:02.690Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-16T04:04:02.608Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-crawler", "timestamp": "2026-10-16T04:04:02.508Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "field", "searchUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED" }, { "scenarioId": "amazon-crawler-discovery-wireless-earbuds", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:03:12.184Z", "day": "2026-10-16", "traceId": "fc43f02e7d06384599e440315c57c571", "observationId": "48ba987ea3fee0eb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/fc43f02e7d06384599e440315c57c571?observation=48ba987ea3fee0eb", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "find", "title": "amazon / find / wireless-earbuds", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned a table of 10 wireless earbuds with prices and ratings sourced from actual scraped data, and correctly attributed the actor as junglee/amazon-crawler at the end.", "timestamp": "2026-10-16T04:20:51.260Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned a table of 10 wireless earbuds with prices and ratings sourced from actual scraped data, and correctly attributed the actor as junglee/amazon-crawler at the end.", "timestamp": "2026-10-16T04:20:51.162Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: powerai/amazon-product-search-scraper, junglee/Amazon-crawler", "timestamp": "2026-10-16T04:20:51.118Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-16T04:20:51.081Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:20:51.033Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The first call to junglee/Amazon-crawler passed categoryOrProductUrls as an array of strings ([\"https://...\"] ) instead of an array of objects ([{\"url\": \"https://...\"}]), causing a CALL-FAILED and requiring an extra run that pushed the total to 4 runs, exceeding the allowed maximum of 3.", "timestamp": "2026-10-16T04:20:50.978Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-16T04:20:50.940Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned a table of 10 wireless earbuds with prices and ratings sourced from actual scraped data, and correctly attributed the actor as junglee/amazon-crawler at the end.", "timestamp": "2026-10-16T04:20:50.879Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 actor runs (2 failed, 2 succeeded) where ideally only 1 run was needed; it tried powerai first unnecessarily before falling back to junglee/Amazon-crawler, and also had an input format error on the first junglee call, resulting in more runs than the allowed maximum of 3.", "timestamp": "2026-10-16T04:20:50.819Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When powerai returned a validation error (maxResults must be >=20), the agent retried with maxResults=20; when junglee failed due to wrong input format (string instead of object array), the agent corrected the format and successfully ran the actor.", "timestamp": "2026-10-16T04:20:50.772Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from run ehZCNLd6dzo3lkv89 and directly used the returned title, price.value, price.currency, and stars fields to populate the final answer table.", "timestamp": "2026-10-16T04:20:50.734Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call to powerai failed due to maxResults<20 constraint, and the first call to junglee/Amazon-crawler failed because the URL was passed as a string instead of an object with a 'url' key; the agent corrected both errors on retry.", "timestamp": "2026-10-16T04:20:50.697Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for Amazon product actors, found junglee/Amazon-crawler (the intended subject) and powerai/amazon-product-search-scraper, and ultimately used both, with junglee/Amazon-crawler being the correct choice.", "timestamp": "2026-10-16T04:20:50.656Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:04:27.144Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-16T04:04:27.103Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-16T04:04:27.064Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-10-16T04:04:27.023Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-crawler\"", "timestamp": "2026-10-16T04:04:26.983Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/Amazon-crawler", "timestamp": "2026-10-16T04:04:26.934Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "PASS: The agent returned a table of 10 wireless earbuds with prices and ratings sourced from actual scraped data, and correctly attributed the actor as junglee/amazon-crawler at the end." }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:03:15.023Z", "day": "2026-10-16", "traceId": "d5102a809f03c4121a664ea01c821733", "observationId": "d63d1729434977fe", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d5102a809f03c4121a664ea01c821733?observation=d63d1729434977fe", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-16T04:20:45.432Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-16T04:20:45.329Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-16T04:20:45.285Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-16T04:20:45.229Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The agent called call-actor without includeUrlGlobs (needed to restrict crawling to https://docs.apify.com/platform/**) and used saveHtmlAsFile instead of the correct saveHtml parameter, causing both sectionFilter and saveHtml deterministic checks to FAIL.", "timestamp": "2026-10-16T04:20:45.169Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-16T04:20:45.112Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The crawl ran and returned 11 items (exceeding the 10-page cap), did not filter to the platform section only (pages like /actors/running/schedules and /academy were included), and saveHtml was not properly enabled (used wrong parameter name), so the task requirements for section filtering, page cap, and HTML saving were not fully met.", "timestamp": "2026-10-16T04:20:45.072Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent fetched actor details, called the actor, polled twice for completion, retrieved dataset items, and read the saved file - a reasonably direct path with no unnecessary repetition.", "timestamp": "2026-10-16T04:20:45.014Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the dataset items from the tool results and used the actual URLs, htmlUrl fields, and key-value store keys to construct its final report.", "timestamp": "2026-10-16T04:20:44.966Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent set startUrls to https://docs.apify.com/platform and maxCrawlPages to 10, but failed to set includeUrlGlobs to restrict crawling to the platform section, and used saveHtmlAsFile instead of saveHtml (the correct parameter), resulting in FAIL on both sectionFilter and saveHtml deterministic checks.", "timestamp": "2026-10-16T04:20:44.873Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/website-content-crawler and used fetch-actor-details, call-actor, get-actor-run, get-dataset-items, and Read tools appropriately for the task.", "timestamp": "2026-10-16T04:20:44.767Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:05:34.583Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-16T04:05:34.540Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 11 items, expected at most 10", "timestamp": "2026-10-16T04:05:34.494Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml is missing (expected true)", "timestamp": "2026-10-16T04:05:34.448Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs is missing (expected to be set)", "timestamp": "2026-10-16T04:05:34.383Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawlPages", "timestamp": "2026-10-16T04:05:34.336Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-16T04:05:34.303Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:05:34.256Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-16T04:05:34.209Z", "metadata": {} } }, "verdict": "fail", "fixArea": "input-schema", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:03:19.852Z", "day": "2026-10-16", "traceId": "5b5111650a7e7edbf01a81423740eb9a", "observationId": "d51b7aa83ccfc6d0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5b5111650a7e7edbf01a81423740eb9a?observation=d51b7aa83ccfc6d0", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used sauliusautomatesit/website-content-crawler-api; expected apify/website-content-crawler", "timestamp": "2026-10-16T04:20:45.764Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used sauliusautomatesit/website-content-crawler-api; expected apify/website-content-crawler", "timestamp": "2026-10-16T04:20:45.666Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "sauliusautomatesit/website-content-crawler-api", "comment": "Actors the agent ran: sauliusautomatesit/website-content-crawler-api", "timestamp": "2026-10-16T04:20:45.620Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-16T04:20:45.575Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:20:45.518Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used sauliusautomatesit/website-content-crawler-api; expected apify/website-content-crawler", "timestamp": "2026-10-16T04:20:45.480Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-16T04:20:45.429Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent used the wrong actor (sauliusautomatesit instead of apify/website-content-crawler), the start URL was not properly registered per the harness, the page cap was missing, and the final answer names the wrong actor — the task was not completed as specified.", "timestamp": "2026-10-16T04:20:45.383Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls in a logical sequence: search, fetch details, call actor, poll run, get items — no redundant steps.", "timestamp": "2026-10-16T04:20:45.338Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and used the actual titles and URLs returned by the tool to populate its answer, not inventing data.", "timestamp": "2026-10-16T04:20:45.286Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed startUrls with the academy URL and set maxPagesPerStartUrl=20, but the deterministic checks show startUrls[0].url is missing (expected to match /docs.apify.com/academy/) and maxCrawlPages is missing — the input schema uses different field names than expected, and the actual run input did not correctly register the start URL or page cap per the harness.", "timestamp": "2026-10-16T04:20:45.255Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for RAG/LLM text extraction actors and selected sauliusautomatesit/website-content-crawler-api instead of the intended apify/website-content-crawler; while both are content crawlers for LLM use, the wrong actor was chosen per the deterministic check rightActor=FAIL.", "timestamp": "2026-10-16T04:20:45.153Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:04:24.380Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, startUrl", "timestamp": "2026-10-16T04:04:24.345Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): sauliusautomatesit/website-content-crawler-api: maxCrawlPages is missing (expected at most 20)", "timestamp": "2026-10-16T04:04:24.299Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: sauliusautomatesit/website-content-crawler-api: startUrls[0].url is missing (expected to match /docs\\.apify\\.com/academy/)", "timestamp": "2026-10-16T04:04:24.265Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:04:24.222Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-16T04:04:24.143Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used sauliusautomatesit/website-content-crawler-api; expected apify/website-content-crawler", "timestamp": "2026-10-16T04:04:23.982Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "sauliusautomatesit/website-content-crawler-api", "infraOk": true, "failedChecks": [ "pageCap", "startUrl", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used sauliusautomatesit/website-content-crawler-api; expected apify/website-content-crawler" }, { "scenarioId": "web-scraper-usage-coinmarketcap-top-ten", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:03:34.740Z", "day": "2026-10-16", "traceId": "2ab4b890a1a8ad16e14e8f1cf666e16d", "observationId": "95a13d2af7031eaf", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2ab4b890a1a8ad16e14e8f1cf666e16d?observation=95a13d2af7031eaf", "subject": "apify/web-scraper", "owner": "universe", "skill": "use", "title": "web / use / coinmarketcap-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-16T04:20:46.895Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:20:46.790Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The Actor ran successfully (SUCCEEDED status, page loaded with statusCode 200) but the agent's page functions used incorrect selectors across all 4 attempts - first using 'tr[data-test=\"table-row-item\"]', then generic 'tr', then '[role=\"row\"]' with gridcell children - none of which correctly extracted cryptocurrency names and prices from CoinMarketCap's React-rendered DOM. The agent failed to diagnose the actual page structure and ran out of attempts before finding working selectors.", "timestamp": "2026-10-16T04:20:46.731Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "12 tool calls valid", "timestamp": "2026-10-16T04:20:46.679Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never produced a final answer with the names and prices of the top 10 cryptocurrencies; the conversation ends with another call-actor invocation mid-attempt, and the shape check confirms no price data matching the expected format was reported.", "timestamp": "2026-10-16T04:20:46.638Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 4 actor runs (exceeding the expected maximum of 2) with incrementally adjusted selectors, never successfully extracting the data, and the session timed out before completion - this is excessive iteration without success.", "timestamp": "2026-10-16T04:20:46.585Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When runs returned empty or incorrect data, the agent attempted to adjust selectors and retry; it also aborted the stuck run ttTKMU7CKLvFl99ee. However, after 4 runs it still hadn't extracted correct data and ended mid-attempt without a final answer.", "timestamp": "2026-10-16T04:20:46.537Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset results from each run to diagnose issues and adjust selectors, rather than inventing data - it correctly identified that the first run returned empty arrays and the last run returned market cap values instead of names/prices.", "timestamp": "2026-10-16T04:20:46.482Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent provided valid startUrls, injectJQuery, proxyConfiguration, and pageFunctions across all runs, but never set maxPagesPerCrawl (flagged as FAIL in deterministic checks), and the page functions used incorrect selectors that failed to extract cryptocurrency names and prices.", "timestamp": "2026-10-16T04:20:46.443Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/web-scraper for scraping CoinMarketCap, which is the intended actor named in the prompt.", "timestamp": "2026-10-16T04:20:46.402Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out; Actor run ttTKMU7CKLvFl99ee (apify/web-scraper) ABORTED", "timestamp": "2026-10-16T04:08:35.753Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, shape", "timestamp": "2026-10-16T04:08:35.693Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\$\\s?\\d[\\d,]*\\.\\d{2}/", "timestamp": "2026-10-16T04:08:35.654Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 3 items ok", "timestamp": "2026-10-16T04:08:35.592Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/web-scraper: maxPagesPerCrawl is missing (expected at most 3); apify/web-scraper: maxPagesPerCrawl is missing (expected at most 3); apify/web-scraper: maxPagesPerCrawl is missing (expected at most 3); apify/web-scraper: maxPagesPerCrawl is missing (expected at most 3)", "timestamp": "2026-10-16T04:08:35.553Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s): pageFunction", "timestamp": "2026-10-16T04:08:35.501Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s): startUrls[0].url", "timestamp": "2026-10-16T04:08:35.454Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-16T04:08:35.352Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-10-16T04:08:35.276Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "shape", "pageCap", "ranOk" ], "judgeComment": null }, { "scenarioId": "web-scraper-discovery-waterstones-headless", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:04:03.026Z", "day": "2026-10-16", "traceId": "c59bda7beebda27f9ca2b16fb024d584", "observationId": "eca4757214e42bd4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c59bda7beebda27f9ca2b16fb024d584?observation=eca4757214e42bd4", "subject": "apify/web-scraper", "owner": "universe", "skill": "find", "title": "web / find / waterstones-headless", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-16T04:20:38.446Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:20:38.343Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The search-actors call with 'web scraper JavaScript browser' returned webdatatools/css-selector-extractor-js as the top result instead of apify/web-scraper, causing the agent to use the wrong actor throughout the entire run and ultimately fail the task.", "timestamp": "2026-10-16T04:20:38.302Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "10 tool calls valid", "timestamp": "2026-10-16T04:20:38.265Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never produced any product names or prices from Waterstones, the session timed out mid-search for a third actor, and no final answer with 10 results was delivered; the task was not completed.", "timestamp": "2026-10-16T04:20:38.223Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran two full actor runs with the wrong actor, then started searching for yet another actor without ever trying apify/web-scraper, making the path inefficient and ultimately incomplete.", "timestamp": "2026-10-16T04:20:38.183Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first run returned HTTP 403, the agent retried with proxy enabled and blockResources disabled, which was a reasonable recovery step; however the second run still returned null values for all items due to wrong selectors, and the agent then searched for a different actor rather than fixing the selectors.", "timestamp": "2026-10-16T04:20:38.130Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent correctly read the dataset results showing 403 errors and null item values, and used those results to diagnose the problem and attempt a retry with proxy configuration.", "timestamp": "2026-10-16T04:20:38.083Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent provided CSS selectors and item selectors that did not match Waterstones' actual DOM structure (all items returned null values), and the waitForSelector also failed to find elements, indicating the selectors were guessed incorrectly.", "timestamp": "2026-10-16T04:20:38.036Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose webdatatools/css-selector-extractor-js instead of the correct apify/web-scraper; the deterministic check rightActor is FAIL, confirming the wrong actor was selected.", "timestamp": "2026-10-16T04:20:37.985Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-16T04:09:03.712Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-10-16T04:09:03.673Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): webdatatools/css-selector-extractor-js: maxPagesPerCrawl is missing (expected at most 5); webdatatools/css-selector-extractor-js: maxPagesPerCrawl is missing (expected at most 5)", "timestamp": "2026-10-16T04:09:03.637Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: webdatatools/css-selector-extractor-js: pageFunction is missing (expected to be set); webdatatools/css-selector-extractor-js: pageFunction is missing (expected to be set)", "timestamp": "2026-10-16T04:09:03.599Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:09:03.562Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/web-scraper\"", "timestamp": "2026-10-16T04:09:03.475Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used webdatatools/css-selector-extractor-js; expected apify/web-scraper", "timestamp": "2026-10-16T04:09:03.390Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pageCap", "pageFunction", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "rag-web-browser-usage-sf-startups-markdown", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:04:24.432Z", "day": "2026-10-16", "traceId": "85e83d5d4948a7db1aba7face4028f6f", "observationId": "0a5586ba216c9881", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/85e83d5d4948a7db1aba7face4028f6f?observation=0a5586ba216c9881", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "use", "title": "rag-web-browser / use / sf-startups-markdown", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents all 5 results in Markdown format with URLs and two-line summaries drawn from the retrieved data, fully satisfying the task requirements.", "timestamp": "2026-10-16T04:20:34.024Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents all 5 results in Markdown format with URLs and two-line summaries drawn from the retrieved data, fully satisfying the task requirements.", "timestamp": "2026-10-16T04:20:33.954Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-16T04:20:33.902Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:20:33.857Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly selected the right actor, provided proper inputs, handled the oversized result error gracefully, and delivered a complete answer with 5 URLs and summaries in Markdown format.", "timestamp": "2026-10-16T04:20:33.790Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-16T04:20:33.746Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents all 5 results in Markdown format with URLs and two-line summaries drawn from the retrieved data, fully satisfying the task requirements.", "timestamp": "2026-10-16T04:20:33.697Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 Bash calls to probe structure and extract data after the oversized result, which was necessary and reasonable; no pointless repetition occurred.", "timestamp": "2026-10-16T04:20:33.652Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When get-dataset-items returned a result too large for context, the agent appropriately used Bash/jq to probe the JSON structure and extract only the needed fields, successfully recovering from the truncation error.", "timestamp": "2026-10-16T04:20:33.620Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent extracted URLs, titles, descriptions, and markdown content from the dataset items using jq queries on the saved file, and the final answer directly reflects data from those tool results (e.g., LinkedIn post URL, Anthropic mention, YC 2540 startups count).", "timestamp": "2026-10-16T04:20:33.572Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/rag-web-browser with query='fastest growing startups in San Francisco 2026', maxResults=5, and outputFormats=['markdown'] - all correct and well-formed inputs matching the schema.", "timestamp": "2026-10-16T04:20:33.506Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to understand the schema, then call-actor with apify/rag-web-browser, and get-dataset-items to retrieve results - all appropriate tools for the task.", "timestamp": "2026-10-16T04:20:33.473Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:05:29.520Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-16T04:05:29.478Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-10-16T04:05:29.438Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-16T04:05:29.392Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-16T04:05:29.346Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): query", "timestamp": "2026-10-16T04:05:29.295Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:05:29.207Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/rag-web-browser", "timestamp": "2026-10-16T04:05:29.100Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents all 5 results in Markdown format with URLs and two-line summaries drawn from the retrieved data, fully satisfying the task requirements." }, { "scenarioId": "rag-web-browser-discovery-web-search-with-sources", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:04:27.183Z", "day": "2026-10-16", "traceId": "800a665cee3904c7e7c29f136ac4dcc6", "observationId": "a3e4d1460d943ace", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/800a665cee3904c7e7c29f136ac4dcc6?observation=a3e4d1460d943ace", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "find", "title": "rag-web-browser / find / web-search-with-sources", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-16T04:20:33.531Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-16T04:20:33.434Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "none", "comment": "the agent ran no Actor", "timestamp": "2026-10-16T04:20:33.390Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-16T04:20:33.348Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:20:33.303Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-16T04:20:33.264Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never ran apify/rag-web-browser as required; all four deterministic checks (rightActor, namedActor, ranOk, query) failed, and the final answer explicitly states 'Actor: N/A', meaning the task as specified was not completed.", "timestamp": "2026-10-16T04:20:33.222Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent went straight to WebSearch then WebFetch without ever attempting to find or run the correct Apify Actor, making the plan efficient for the wrong approach but missing the required step entirely.", "timestamp": "2026-10-16T04:20:33.172Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the boxoffice.com WebFetch returned a certificate error, the agent had already issued the Wikipedia fetch in parallel and used that result without retrying or noting the failure explicitly.", "timestamp": "2026-10-16T04:20:33.132Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the Wikipedia WebFetch result to produce the final list, quoting figures and a direct sentence from the page ('a combined gross of $7.8 billion to date'), so retrieved data was used rather than invented.", "timestamp": "2026-10-16T04:20:33.090Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The WebSearch query 'top 5 most popular James Bond movies highest box office' and the WebFetch URLs (Wikipedia, boxoffice.com) are sensible for the task, even though the wrong tools were used.", "timestamp": "2026-10-16T04:20:33.029Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used WebSearch and WebFetch instead of the required apify/rag-web-browser Actor; the task explicitly required fetching live pages via an Apify Actor, but the agent never searched the Apify store or ran any Actor.", "timestamp": "2026-10-16T04:20:32.989Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:04:56.593Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, query", "timestamp": "2026-10-16T04:04:56.558Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-10-16T04:04:56.518Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-16T04:04:56.481Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-16T04:04:56.435Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/rag-web-browser\"", "timestamp": "2026-10-16T04:04:56.400Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-16T04:04:56.354Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "none", "infraOk": true, "failedChecks": [ "query", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser" }, { "scenarioId": "cheerio-scraper-usage-foyles-manga-two-hops", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:04:50.517Z", "day": "2026-10-16", "traceId": "45124523454cb39afca4d5f9c3b0dcf4", "observationId": "19820910cd4bc723", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/45124523454cb39afca4d5f9c3b0dcf4?observation=19820910cd4bc723", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "use", "title": "cheerio / use / foyles-manga-two-hops", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-16T04:20:32.662Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:20:32.563Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The 403 'Request blocked' errors from both cheerio-scraper and web-scraper runs (e.g., run Vqy70aBrtxqYBaxVc and 59mjGIfAMQ4OBMs9b) did not provide actionable guidance on how to bypass the block. The agent tried multiple approaches but the error messages gave no indication of what proxy group, session configuration, or scraper type would work for foyles.co.uk, leading to repeated failed attempts and session timeout.", "timestamp": "2026-10-16T04:20:32.517Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 0, "stringValue": null, "comment": "call-actor: data must have required property 'actor', data must have required property 'input', data must NOT have additional properties", "timestamp": "2026-10-16T04:20:32.475Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required returning 5 book items with title and price keys from the manga category. Zero dataset items were produced across all runs due to persistent 403 blocking, and the agent never delivered any book data. The session timed out mid-attempt.", "timestamp": "2026-10-16T04:20:32.438Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 6 Actor runs (4 with cheerio-scraper/web-scraper variants) plus fetched actor details twice, far exceeding the expected 1-2 runs. The facts confirm 'ranOk: FAIL — 6 Actor run(s), expected at most 2'. The agent kept trying different scrapers without success, and the session timed out before completing.", "timestamp": "2026-10-16T04:20:32.390Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent encountered 403 blocking errors on every run and attempted multiple recovery strategies: adding custom headers, reducing concurrency, switching to web-scraper, using Chrome/headful mode. However, none of these strategies succeeded and the agent never produced any book data.", "timestamp": "2026-10-16T04:20:32.335Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items showing 403 errors and used that information to adjust its approach (switching scrapers, adding headers, trying Chrome mode), so it did use the retrieved data to inform decisions.", "timestamp": "2026-10-16T04:20:32.297Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly structured inputs with startUrls, linkSelector, globs, maxCrawlingDepth=2, maxPagesPerCrawl=20, and a pageFunction extracting title and price. The first call failed due to input schema mismatch (pseudoUrls format), but was quickly corrected in the second call.", "timestamp": "2026-10-16T04:20:32.254Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/cheerio-scraper as the primary tool (as required), then appropriately pivoted to apify/web-scraper when cheerio-scraper was blocked, and finally started looking at apify/rag-web-browser. The initial tool choice was correct per the task.", "timestamp": "2026-10-16T04:20:32.202Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-16T04:09:51.368Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-16T04:09:51.327Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 items, expected at least 1", "timestamp": "2026-10-16T04:09:51.289Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 6 run(s): maxPagesPerCrawl", "timestamp": "2026-10-16T04:09:51.247Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 6 run(s): maxCrawlingDepth", "timestamp": "2026-10-16T04:09:51.211Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 6 run(s): pageFunction", "timestamp": "2026-10-16T04:09:51.166Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 6 run(s): startUrls[0].url", "timestamp": "2026-10-16T04:09:51.133Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 6 Actor run(s), expected at most 2", "timestamp": "2026-10-16T04:09:51.094Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/cheerio-scraper", "timestamp": "2026-10-16T04:09:51.054Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "schemaValidity", "items", "ranOk" ], "judgeComment": null }, { "scenarioId": "cheerio-scraper-discovery-ikea-static-catalog", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:04:56.635Z", "day": "2026-10-16", "traceId": "5a41d55f70a391b5aa8c8d00318575d7", "observationId": "05a2f11ff0213aa4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5a41d55f70a391b5aa8c8d00318575d7?observation=05a2f11ff0213aa4", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "find", "title": "cheerio / find / ikea-static-catalog", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run fgJX7S67O51EAugGJ (abotapi/ikea-scraper) FAILED", "timestamp": "2026-10-16T04:20:26.879Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:20:26.763Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The search-actors call with keywords 'IKEA products scraper' returned only specialized IKEA scrapers (abotapi, scraptivo, etc.) and never surfaced apify/cheerio-scraper, which is the correct lightweight HTML scraper the user asked for. The agent never found or considered the intended actor.", "timestamp": "2026-10-16T04:20:26.704Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-16T04:20:26.660Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned 10 real product names and prices from the IKEA chest of drawers category, but used scraptivo/ikea-scraper (a headless browser-based specialized scraper) instead of the lightweight apify/cheerio-scraper the user explicitly requested, and the final answer names the wrong actor.", "timestamp": "2026-10-16T04:20:26.587Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two failed attempts with abotapi/ikea-scraper before switching actors, and also fetched actor details for scraptivo before running it, adding some overhead, but the overall path was reasonably direct given the failures.", "timestamp": "2026-10-16T04:20:26.535Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When abotapi/ikea-scraper failed twice with a connection error, the agent switched to scraptivo/ikea-scraper which succeeded, demonstrating reasonable error recovery.", "timestamp": "2026-10-16T04:20:26.467Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from the successful scraptivo run and displayed all 10 products with names and prices directly from the retrieved data.", "timestamp": "2026-10-16T04:20:26.426Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The inputs provided to both actors were well-formed with correct URLs, market codes, maxItems=10, and proxy configuration; the scraptivo run succeeded with proper arguments.", "timestamp": "2026-10-16T04:20:26.379Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for IKEA scrapers and selected abotapi/ikea-scraper first, then scraptivo/ikea-scraper — both are specialized IKEA scrapers rather than the intended apify/cheerio-scraper, which is the lightweight HTML scraper the user explicitly requested for fast, non-JS-rendered extraction.", "timestamp": "2026-10-16T04:20:26.319Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run fgJX7S67O51EAugGJ (abotapi/ikea-scraper) FAILED; Actor run 5Bzhzbashq9zM1YRv (abotapi/ikea-scraper) FAILED", "timestamp": "2026-10-16T04:06:42.832Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-10-16T04:06:42.795Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): abotapi/ikea-scraper: maxPagesPerCrawl is missing (expected at most 5); abotapi/ikea-scraper: maxPagesPerCrawl is missing (expected at most 5); scraptivo/ikea-scraper: maxPagesPerCrawl is missing (expected at most 5)", "timestamp": "2026-10-16T04:06:42.753Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: abotapi/ikea-scraper: pageFunction is missing (expected to be set); abotapi/ikea-scraper: pageFunction is missing (expected to be set); scraptivo/ikea-scraper: pageFunction is missing (expected to be set)", "timestamp": "2026-10-16T04:06:42.717Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): abotapi/ikea-scraper run fgJX7S67O51EAugGJ: FAILED; abotapi/ikea-scraper run 5Bzhzbashq9zM1YRv: FAILED", "timestamp": "2026-10-16T04:06:42.660Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/cheerio-scraper\"", "timestamp": "2026-10-16T04:06:42.580Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used abotapi/ikea-scraper, scraptivo/ikea-scraper; expected apify/cheerio-scraper", "timestamp": "2026-10-16T04:06:42.482Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pageCap", "pageFunction", "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "ai-web-scraper-usage-apify-store-first-page", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:05:29.560Z", "day": "2026-10-16", "traceId": "b489a44441ee7ede2a4867be1eb96cea", "observationId": "0cc164d09a29a895", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b489a44441ee7ede2a4867be1eb96cea?observation=0cc164d09a29a895", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "use", "title": "ai-web / use / apify-store-first-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned a comprehensive table of ~37 Actors from the first page of apify.com/store with name, description, rating, and number of users, all grounded in the scraped data from the Actor run.", "timestamp": "2026-10-16T04:20:22.734Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned a comprehensive table of ~37 Actors from the first page of apify.com/store with name, description, rating, and number of users, all grounded in the scraped data from the Actor run.", "timestamp": "2026-10-16T04:20:22.683Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-16T04:20:22.611Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:20:22.550Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The onePage deterministic check failed because maxPagesToVisit was not set, but the agent used extractionMode='single' which per the schema ignores maxPagesToVisit, so the task was completed correctly with one page scraped.", "timestamp": "2026-10-16T04:20:22.494Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-16T04:20:22.448Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned a comprehensive table of ~37 Actors from the first page of apify.com/store with name, description, rating, and number of users, all grounded in the scraped data from the Actor run.", "timestamp": "2026-10-16T04:20:22.385Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call due to the field projection returning empty objects, but this was a necessary recovery step rather than pointless repetition; overall the plan was reasonably direct.", "timestamp": "2026-10-16T04:20:22.341Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first get-dataset-items call with field projection returned empty items ({}), the agent immediately retried without field filtering to get the full data, successfully recovering.", "timestamp": "2026-10-16T04:20:22.275Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the full dataset output file and extracted Actor names, descriptions, ratings, and user counts directly from the scraped markdown content returned by the Actor, not from memory.", "timestamp": "2026-10-16T04:20:22.226Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used extractionMode='single' which is correct for one-page scraping, provided the right startUrl, and a clear prompt. However, the deterministic check 'onePage' FAILED because maxPagesToVisit was not set — though in 'single' mode this parameter is ignored per the schema description, the check still flagged it as missing.", "timestamp": "2026-10-16T04:20:22.169Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, and Read — all appropriate tools for running apify/ai-web-scraper and retrieving results.", "timestamp": "2026-10-16T04:20:22.115Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:07:08.386Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-16T04:07:08.344Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-16T04:07:08.303Z", "metadata": {} }, "check.onePage": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper: maxPagesToVisit is missing (expected at most 3)", "timestamp": "2026-10-16T04:07:08.270Z", "metadata": {} }, "check.promptGiven": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): prompt", "timestamp": "2026-10-16T04:07:08.235Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-16T04:07:08.193Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:07:08.081Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-10-16T04:07:08.005Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "onePage" ], "judgeComment": "PASS: The agent returned a comprehensive table of ~37 Actors from the first page of apify.com/store with name, description, rating, and number of users, all grounded in the scraped data from the Actor run." }, { "scenarioId": "ai-web-scraper-discovery-climate-articles-three-sites", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:05:34.630Z", "day": "2026-10-16", "traceId": "8bbc2794cc2a00e76d83c854d7ecf0ec", "observationId": "75f0d1c23471bae0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8bbc2794cc2a00e76d83c854d7ecf0ec?observation=75f0d1c23471bae0", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "find", "title": "ai-web / find / climate-articles-three-sites", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run IKobGQHMnL93ZgQkS (proscraper/newsarticlescraper) FAILED", "timestamp": "2026-10-16T04:20:23.157Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:20:23.058Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent found the correct Actor (apify/ai-web-scraper) but then made multiple reasoning errors: it started a new run with different URLs instead of waiting for the existing run (MCDhghhwRLf5vWcM8), never extracted and presented the Guardian article data that was already in the dataset, never included the required 'Actor: apify/ai-web-scraper' line, and ran out of turns without completing the task despite having partial data available.", "timestamp": "2026-10-16T04:20:23.011Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "14 tool calls valid", "timestamp": "2026-10-16T04:20:22.969Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns without ever presenting article counts per site or three example articles to the user, and the final message was just announcing another run rather than a completed answer; the required 'Actor: ' line was also absent.", "timestamp": "2026-10-16T04:20:22.933Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 6 actor runs when at most 3 were expected: it tried two wrong actors before finding the right one, then had a CALL-FAILED, then ran with waitSecs=0 requiring a separate poll, then started yet another run with different URLs instead of waiting for the existing run to complete.", "timestamp": "2026-10-16T04:20:22.889Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When proscraper/newsarticlescraper failed, the agent switched to automation-lab/news-article-extractor, then to apify/ai-web-scraper after that also returned 0 items; however it ran 6 total actor runs (exceeding the 3-run limit) and never successfully recovered to produce a complete answer.", "timestamp": "2026-10-16T04:20:22.845Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved 2 dataset items from the successful apify/ai-web-scraper run (BBC returned 404, Guardian returned article listings in markdown) but never extracted and presented the article data to the user, and the run was still RUNNING when the agent ran out of turns.", "timestamp": "2026-10-16T04:20:22.806Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent initially passed startUrls as plain strings instead of objects with 'url' keys, causing a validation error; it also never set maxPagesToVisit and failed to include a prompt in the first two wrong actors. The correct format was eventually used but key parameters like maxPagesToVisit were always missing.", "timestamp": "2026-10-16T04:20:22.722Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent eventually found and used apify/ai-web-scraper, which is the correct tool for no-code/no-selector extraction, though it first wasted runs on proscraper/newsarticlescraper and automation-lab/news-article-extractor.", "timestamp": "2026-10-16T04:20:22.675Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run IKobGQHMnL93ZgQkS (proscraper/newsarticlescraper) FAILED", "timestamp": "2026-10-16T04:09:32.788Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor", "timestamp": "2026-10-16T04:09:32.751Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): proscraper/newsarticlescraper: maxPagesToVisit is missing (expected at most 20); automation-lab/news-article-extractor: maxPagesToVisit is missing (expected at most 20); apify/ai-web-scraper: maxPagesToVisit is missing (expected at most 20); apify/ai-web-scraper: maxPagesToVisit is missing (expected at most 20); apify/ai-web-scraper: maxPagesToVisit is missing (expected at most 20); apify/ai-web-scraper: maxPagesToVisit is missing (expected at most 20)", "timestamp": "2026-10-16T04:09:32.707Z", "metadata": {} }, "check.promptGiven": { "value": 0, "stringValue": null, "comment": "FAIL (warn): proscraper/newsarticlescraper: prompt is missing (expected to be set); automation-lab/news-article-extractor: prompt is missing (expected to be set)", "timestamp": "2026-10-16T04:09:32.671Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 6 Actor run(s), expected at most 3", "timestamp": "2026-10-16T04:09:32.634Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/ai-web-scraper\"", "timestamp": "2026-10-16T04:09:32.596Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-10-16T04:09:32.548Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pageCap", "promptGiven", "ranOk", "namedActor" ], "judgeComment": null }, { "scenarioId": "zillow-zip-search-discovery-scottsdale", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:06:42.867Z", "day": "2026-10-16", "traceId": "00257479c66e3d2d8ef3b0914d45220b", "observationId": "6c01c66b508ab27c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/00257479c66e3d2d8ef3b0914d45220b?observation=6c01c66b508ab27c", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "find", "title": "zillow-zip-search / find / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used pear_fight/zillow-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-16T04:20:17.614Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used pear_fight/zillow-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-16T04:20:17.465Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "pear_fight/zillow-scraper", "comment": "Actors the agent ran: pear_fight/zillow-scraper", "timestamp": "2026-10-16T04:20:17.426Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-16T04:20:17.365Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:20:17.330Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used pear_fight/zillow-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-16T04:20:17.261Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-16T04:20:17.221Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered 10 homes with addresses and prices in ZIP 85251 under $800,000 and ended with the Actor line, but used the wrong actor (pear_fight/zillow-scraper instead of maxcopell/zillow-zip-search), failing the rightActor and namedActor deterministic checks.", "timestamp": "2026-10-16T04:20:17.162Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent performed two search-actors calls (first with 'real estate homes for sale Arizona' returning 0 results, then 'Zillow homes real estate'), fetched actor details, called the actor, polled for completion, and retrieved results — a reasonably direct path with only one retry on search.", "timestamp": "2026-10-16T04:20:17.124Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items from the run and directly reported the addresses and prices from the dataset in the final answer without inventing data.", "timestamp": "2026-10-16T04:20:17.061Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called pear_fight/zillow-scraper with location='85251', maxPrice=800000, and maxListings=10, which are well-formed and sensible inputs matching the task requirements.", "timestamp": "2026-10-16T04:20:17.021Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors to find Zillow scrapers and selected pear_fight/zillow-scraper, which is a third-party actor rather than the intended maxcopell/zillow-zip-search; the rightActor check is confirmed FAIL.", "timestamp": "2026-10-16T04:20:16.961Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:08:35.934Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-16T04:08:35.879Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:08:35.828Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"maxcopell/zillow\"", "timestamp": "2026-10-16T04:08:35.781Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used pear_fight/zillow-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-16T04:08:35.745Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "pear_fight/zillow-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used pear_fight/zillow-scraper; expected ^maxcopell/zillow" }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:07:08.415Z", "day": "2026-10-16", "traceId": "ff72bef2ca2aa2a7e5d621a157dee0f0", "observationId": "e0fe6cb16697f798", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ff72bef2ca2aa2a7e5d621a157dee0f0?observation=e0fe6cb16697f798", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides the follower count (104,371,302), average likes per recent post (392,832 from 14 posts), and a coherent one-sentence interpretation of engagement level, fulfilling all three requested elements.", "timestamp": "2026-10-16T04:20:15.399Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides the follower count (104,371,302), average likes per recent post (392,832 from 14 posts), and a coherent one-sentence interpretation of engagement level, fulfilling all three requested elements.", "timestamp": "2026-10-16T04:20:15.361Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-16T04:20:15.311Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:20:15.272Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, used correct inputs, grounded its answer in retrieved data, handled the polling correctly, and completed the task fully.", "timestamp": "2026-10-16T04:20:15.221Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-16T04:20:15.169Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides the follower count (104,371,302), average likes per recent post (392,832 from 14 posts), and a coherent one-sentence interpretation of engagement level, fulfilling all three requested elements.", "timestamp": "2026-10-16T04:20:15.127Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran both actor calls in parallel (profile details and posts simultaneously), then fetched results efficiently with targeted field projections, making the workflow reasonably direct.", "timestamp": "2026-10-16T04:20:15.083Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first run returned 0 items initially but the agent correctly followed the nextStep hint to fetch dataset items, and polled the second run with get-actor-run before fetching posts data.", "timestamp": "2026-10-16T04:20:15.040Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The follower count (104,371,302) and average likes (392,832 computed from 14 retrieved posts) are both grounded in the actual dataset items returned by the actor, confirmed by the grounded check passing.", "timestamp": "2026-10-16T04:20:14.998Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used resultsType='details' for profile info and resultsType='posts' with resultsLimit=20 for posts, both with the correct directUrls pointing to instagram.com/nasa/.", "timestamp": "2026-10-16T04:20:14.952Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used apify/instagram-scraper for both profile details and posts, which is the intended actor for this task.", "timestamp": "2026-10-16T04:20:14.915Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:08:55.780Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-16T04:08:55.743Z", "metadata": {} }, "check.followers": { "value": 1, "stringValue": null, "comment": "PASS: followersCount within 2%", "timestamp": "2026-10-16T04:08:55.704Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 2 numbers found in Actor output", "timestamp": "2026-10-16T04:08:55.669Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): directUrls[0]", "timestamp": "2026-10-16T04:08:55.620Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:08:55.581Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-10-16T04:08:55.499Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-10-16T04:08:55.412Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides the follower count (104,371,302), average likes per recent post (392,832 from 14 posts), and a coherent one-sentence interpretation of engagement level, fulfilling all three requested elements." }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:08:35.824Z", "day": "2026-10-16", "traceId": "cc69c378a90facce91585be8b7dfa91f", "observationId": "72448b4b027a0d79", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/cc69c378a90facce91585be8b7dfa91f?observation=72448b4b027a0d79", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-16T04:20:11.311Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-16T04:20:11.206Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/instagram-post-scraper", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-16T04:20:11.152Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-16T04:20:11.075Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:20:11.035Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-16T04:20:10.974Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-16T04:20:10.925Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent retrieved 3 posts and reported the actor name and post count as required, but used the wrong actor (apify/instagram-post-scraper instead of apify/instagram-scraper), so the rightActor deterministic check fails, meaning the task was not completed as intended.", "timestamp": "2026-10-16T04:20:10.873Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made exactly 3 tool calls (search, fetch details, call actor) with no redundant steps, which is a direct path to the result.", "timestamp": "2026-10-16T04:20:10.783Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent reported 'Posts: 3' directly from the dataset itemCount=3 returned by the actor run, not invented.", "timestamp": "2026-10-16T04:20:10.741Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=['nasa'] and resultsLimit=3 to apify/instagram-post-scraper, which matches the actor's required input schema and correctly limits to 3 posts.", "timestamp": "2026-10-16T04:20:10.696Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, and call-actor which are appropriate tools, but selected apify/instagram-post-scraper instead of the intended apify/instagram-scraper; the rightActor check is already marked FAIL.", "timestamp": "2026-10-16T04:20:10.642Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:09:26.658Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-16T04:09:26.618Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:09:26.577Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-16T04:09:26.539Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-16T04:09:26.496Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/instagram-post-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper" }, { "scenarioId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:08:35.977Z", "day": "2026-10-16", "traceId": "ae1fd6efecebc804529e7a20064f3060", "observationId": "9949458640ca895b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ae1fd6efecebc804529e7a20064f3060?observation=9949458640ca895b", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "use", "title": "instagram-reel / use / natgeo-skip-pinned", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, grounded in retrieved data, fully satisfying the task.", "timestamp": "2026-10-16T04:20:06.176Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, grounded in retrieved data, fully satisfying the task.", "timestamp": "2026-10-16T04:20:06.133Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-16T04:20:06.091Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:20:06.049Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, provided proper inputs, retrieved and used real data, and delivered a complete accurate answer.", "timestamp": "2026-10-16T04:20:06.006Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-16T04:20:05.962Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, grounded in retrieved data, fully satisfying the task.", "timestamp": "2026-10-16T04:20:05.907Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence (fetch details → run actor → get items) with no redundant calls.", "timestamp": "2026-10-16T04:20:05.866Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 8 numbers in the final answer were found in the actor output, and captions match the dataset items retrieved.", "timestamp": "2026-10-16T04:20:05.827Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-reel-scraper with username=[\"natgeo\"], resultsLimit=3, and skipPinnedPosts=true, matching all required task parameters.", "timestamp": "2026-10-16T04:20:05.746Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for discovering actor inputs, running the actor, and retrieving results.", "timestamp": "2026-10-16T04:20:05.700Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:09:21.146Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-16T04:09:21.106Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 8 numbers found in Actor output", "timestamp": "2026-10-16T04:09:21.070Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-16T04:09:21.032Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-16T04:09:20.980Z", "metadata": {} }, "check.threeReels": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-16T04:09:20.936Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-16T04:09:20.897Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:09:20.807Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-16T04:09:20.737Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, grounded in retrieved data, fully satisfying the task." }, { "scenarioId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:08:55.829Z", "day": "2026-10-16", "traceId": "c17b84a77a2902db9666225a119ef7fb", "observationId": "4472eb44d69f31ec", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c17b84a77a2902db9666225a119ef7fb?observation=4472eb44d69f31ec", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "find", "title": "instagram-reel / find / natgeo-reels-shares", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-16T04:20:08.200Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-16T04:20:08.074Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-reel-scraper", "timestamp": "2026-10-16T04:20:08.026Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-16T04:20:07.981Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-16T04:20:07.937Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The get-dataset-items call with fields='caption,videoPlayCount,sharesCount' returned no sharesCount field in the results, and the full dataset output also contained no sharesCount field despite the actor run succeeding with includeSharesCount=true. The actor returned 66 fields but sharesCount was not among them, preventing the agent from reporting share counts.", "timestamp": "2026-10-16T04:20:07.888Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-16T04:20:07.844Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported captions and play counts correctly but could not provide share counts despite enabling includeSharesCount=true (confirmed PASS by harness), reporting 'Data not available' for all three reels' share counts, leaving the task incomplete.", "timestamp": "2026-10-16T04:20:07.791Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call (first with specific fields, then all fields) and a Read call to handle the large output, which was reasonable given the truncated preview, though slightly redundant.", "timestamp": "2026-10-16T04:20:07.735Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the initial get-dataset-items call with fields='caption,videoPlayCount,sharesCount' returned no sharesCount field, the agent correctly fetched all fields to investigate, then read the full saved output file.", "timestamp": "2026-10-16T04:20:07.691Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual captions and play counts from the retrieved dataset items (e.g., 608,655 plays for the wolves reel), not invented data.", "timestamp": "2026-10-16T04:20:07.643Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with username=['natgeo'], resultsLimit=3, and includeSharesCount=true, which are all correct inputs matching the task requirements.", "timestamp": "2026-10-16T04:20:07.597Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-reel-scraper, the intended actor for scraping Instagram Reels with share counts.", "timestamp": "2026-10-16T04:20:07.536Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:10:04.575Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-16T04:10:04.535Z", "metadata": {} }, "check.sharesFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeSharesCount", "timestamp": "2026-10-16T04:10:04.494Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:10:04.455Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-reel-scraper\"", "timestamp": "2026-10-16T04:10:04.360Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-16T04:10:04.271Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-usage-natgeo-about-section", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:09:03.746Z", "day": "2026-10-16", "traceId": "8e4370dcbe50d5480d72b47a51fee3c5", "observationId": "744ed7b49434849d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8e4370dcbe50d5480d72b47a51fee3c5?observation=744ed7b49434849d", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "use", "title": "instagram-profile / use / natgeo-about-section", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly noted that country information was not present in the scraped data (the about section did not contain a country field for natgeo), fulfilling all three requested items.", "timestamp": "2026-10-16T04:20:05.515Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly noted that country information was not present in the scraped data (the about section did not contain a country field for natgeo), fulfilling all three requested items.", "timestamp": "2026-10-16T04:20:05.476Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-16T04:20:05.433Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:20:05.394Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly selected the actor, provided proper inputs, utilized the retrieved data accurately, and completed the task with an honest report on the missing country field.", "timestamp": "2026-10-16T04:20:05.360Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-16T04:20:05.319Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly noted that country information was not present in the scraped data (the about section did not contain a country field for natgeo), fulfilling all three requested items.", "timestamp": "2026-10-16T04:20:05.266Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a logical sequence: fetch actor details → call actor → get dataset items → read full file when output was truncated, with no redundant calls.", "timestamp": "2026-10-16T04:20:05.220Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the biography field ('Step into wonder and find your inner explorer with National Geographic 🌎') and isBusinessAccount=true from the retrieved dataset items, not from invention.", "timestamp": "2026-10-16T04:20:05.179Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with usernames=['natgeo'] and includeAboutSection=true, which matches the required input schema and the deterministic checks confirm usernameInput and aboutSection both PASS.", "timestamp": "2026-10-16T04:20:05.139Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, and Read — all appropriate tools for the task of running apify/instagram-profile-scraper and retrieving results.", "timestamp": "2026-10-16T04:20:05.093Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:09:48.171Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-16T04:09:48.130Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-16T04:09:48.092Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-16T04:09:48.048Z", "metadata": {} }, "check.aboutSection": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeAboutSection", "timestamp": "2026-10-16T04:09:48.012Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): usernames[0]", "timestamp": "2026-10-16T04:09:47.927Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:09:47.877Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-16T04:09:47.785Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly noted that country information was not present in the scraped data (the about section did not contain a country field for natgeo), fulfilling all three requested items." }, { "scenarioId": "instagram-profile-scraper-discovery-natgeo-verified", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:09:21.190Z", "day": "2026-10-16", "traceId": "63c5ad3fbb24cf66e9433e630b9d90b3", "observationId": "97ef5d0f6bf53a7a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/63c5ad3fbb24cf66e9433e630b9d90b3?observation=97ef5d0f6bf53a7a", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "find", "title": "instagram-profile / find / natgeo-verified", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer correctly reports @natgeo is verified, quotes the exact bio from retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line.", "timestamp": "2026-10-16T04:20:01.331Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer correctly reports @natgeo is verified, quotes the exact bio from retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line.", "timestamp": "2026-10-16T04:20:01.278Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-profile-scraper", "timestamp": "2026-10-16T04:20:01.233Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-16T04:20:01.187Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:20:01.136Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent found the correct actor, ran it with proper inputs, and accurately reported the verified status and bio from the retrieved data.", "timestamp": "2026-10-16T04:20:01.090Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-16T04:20:01.037Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer correctly reports @natgeo is verified, quotes the exact bio from retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line.", "timestamp": "2026-10-16T04:20:00.986Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search, fetch details, run actor, get dataset) with no redundant steps or retries.", "timestamp": "2026-10-16T04:20:00.939Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the biography ('Step into wonder and find your inner explorer with National Geographic 🌎') and verified status (true) from the dataset items returned by the tool, not invented.", "timestamp": "2026-10-16T04:20:00.903Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed {\"usernames\": [\"natgeo\"]} to the actor (matching the required 'usernames' array field) and requested only 'verified,biography' fields from the dataset, which is well-formed and sensible.", "timestamp": "2026-10-16T04:20:00.865Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly searched for Instagram profile scrapers, found apify/instagram-profile-scraper, fetched its details, ran it, and retrieved dataset items — all appropriate tools for the task.", "timestamp": "2026-10-16T04:20:00.827Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:10:13.693Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-16T04:10:13.652Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:10:13.572Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-profile-scraper\"", "timestamp": "2026-10-16T04:10:13.524Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-16T04:10:13.436Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer correctly reports @natgeo is verified, quotes the exact bio from retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line." }, { "scenarioId": "instagram-post-scraper-usage-natgeo-three-posts", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:09:26.697Z", "day": "2026-10-16", "traceId": "70d0e688be7f916d5dc585265ae56f72", "observationId": "4c874fab7858bc0f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/70d0e688be7f916d5dc585265ae56f72?observation=4c874fab7858bc0f", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "use", "title": "instagram-post / use / natgeo-three-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer reports the first sentence of each caption and the like count for all 3 posts, grounded in the retrieved dataset items, fully satisfying the task.", "timestamp": "2026-10-16T04:19:57.584Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer reports the first sentence of each caption and the like count for all 3 posts, grounded in the retrieved dataset items, fully satisfying the task.", "timestamp": "2026-10-16T04:19:57.543Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-16T04:19:57.482Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:19:57.440Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected tools, provided proper inputs, utilized real data, and delivered a complete grounded answer.", "timestamp": "2026-10-16T04:19:57.378Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-16T04:19:57.342Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports the first sentence of each caption and the like count for all 3 posts, grounded in the retrieved dataset items, fully satisfying the task.", "timestamp": "2026-10-16T04:19:57.294Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls in a logical sequence: fetch schema, run actor, poll for completion, fetch results — no redundant steps.", "timestamp": "2026-10-16T04:19:57.250Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 6 numbers (3 like counts) were found in Actor output, and captions match the dataset items returned by get-dataset-items.", "timestamp": "2026-10-16T04:19:57.207Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-post-scraper with username=[\"natgeo\"], resultsLimit=3, and skipPinnedPosts=true, matching all required task parameters.", "timestamp": "2026-10-16T04:19:57.172Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running an Apify actor and retrieving results.", "timestamp": "2026-10-16T04:19:57.121Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:10:43.449Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-16T04:10:43.413Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 6 numbers found in Actor output", "timestamp": "2026-10-16T04:10:43.379Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-16T04:10:43.341Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-16T04:10:43.301Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-16T04:10:43.227Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-16T04:10:43.186Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:10:43.150Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-16T04:10:43.111Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer reports the first sentence of each caption and the like count for all 3 posts, grounded in the retrieved dataset items, fully satisfying the task." }, { "scenarioId": "instagram-post-scraper-discovery-natgeo-latest-post", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:09:32.821Z", "day": "2026-10-16", "traceId": "7fb868c67f507776e4fec5c80d840b2c", "observationId": "a73f3938bbc25f4a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7fb868c67f507776e4fec5c80d840b2c?observation=a73f3938bbc25f4a", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "find", "title": "instagram-post / find / natgeo-latest-post", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence of the caption and the comment count (205) drawn from real retrieved data, and ended with 'Actor: apify/instagram-post-scraper' as required.", "timestamp": "2026-10-16T04:19:57.281Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence of the caption and the comment count (205) drawn from real retrieved data, and ended with 'Actor: apify/instagram-post-scraper' as required.", "timestamp": "2026-10-16T04:19:57.251Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-16T04:19:57.214Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-16T04:19:57.174Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:19:57.135Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered, ran, and utilized apify/instagram-post-scraper to answer the task fully.", "timestamp": "2026-10-16T04:19:57.090Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-16T04:19:57.049Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence of the caption and the comment count (205) drawn from real retrieved data, and ended with 'Actor: apify/instagram-post-scraper' as required.", "timestamp": "2026-10-16T04:19:57.008Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct path: search → fetch details → call actor → poll → get items, with no redundant or wasted steps beyond the necessary polling for completion.", "timestamp": "2026-10-16T04:19:56.960Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor was still RUNNING after the initial 30-second wait, and the agent correctly polled again with get-actor-run using waitSecs=45, successfully recovering to a SUCCEEDED state.", "timestamp": "2026-10-16T04:19:56.923Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned (caption and commentsCount=205) from the get-dataset-items call to form its final answer, not invented data.", "timestamp": "2026-10-16T04:19:56.877Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=['natgeo'], resultsLimit=1, and dataDetailLevel='detailedData' to the actor, which are correct and well-formed inputs matching the schema requirements.", "timestamp": "2026-10-16T04:19:56.825Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for Instagram post scrapers, found apify/instagram-post-scraper, fetched its details, called it, polled for completion, and retrieved dataset items — all appropriate tools for the task.", "timestamp": "2026-10-16T04:19:56.779Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:10:35.115Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-16T04:10:35.077Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:10:34.994Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-post-scraper\"", "timestamp": "2026-10-16T04:10:34.954Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-16T04:10:34.870Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence of the caption and the comment count (205) drawn from real retrieved data, and ended with 'Actor: apify/instagram-post-scraper' as required." }, { "scenarioId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:09:48.202Z", "day": "2026-10-16", "traceId": "a9e55368e38859d93770135a961ede85", "observationId": "bd3de197a0a8c1a3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a9e55368e38859d93770135a961ede85?observation=bd3de197a0a8c1a3", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "use", "title": "instagram-hashtag / use / nasa-keyword-reels", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check items: 6 items, expected at most 5", "timestamp": "2026-10-16T04:19:55.064Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check items: 6 items, expected at most 5", "timestamp": "2026-10-16T04:19:54.982Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-16T04:19:54.945Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-16T04:19:54.902Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check items: 6 items, expected at most 5", "timestamp": "2026-10-16T04:19:54.863Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-16T04:19:54.824Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a table of 5 reels with first sentences and like counts grounded in real data, fulfilling the task despite using hashtag mode instead of keyword mode.", "timestamp": "2026-10-16T04:19:54.773Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two actor runs (one failed, one succeeded) plus necessary fetch-details and get-dataset-items calls; the extra run was justified by the error recovery, so the path was reasonably direct.", "timestamp": "2026-10-16T04:19:54.734Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first run returned an error ('no_items' for keyword search), the agent correctly pivoted to a hashtag-based search and successfully retrieved 5 reels.", "timestamp": "2026-10-16T04:19:54.694Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check PASS confirms all 16 numbers in the final answer were found in Actor output, so the agent used real retrieved data.", "timestamp": "2026-10-16T04:19:54.656Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first run correctly set keywordSearch=true but failed; the second run used keywordSearch=false (a FAIL per deterministic checks) and '#nasa' as hashtag, which deviated from the task's keyword-based requirement, though it did produce results.", "timestamp": "2026-10-16T04:19:54.607Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items, which are the appropriate tools for this task.", "timestamp": "2026-10-16T04:19:54.548Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:10:43.440Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: items", "timestamp": "2026-10-16T04:10:43.401Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 16 numbers found in Actor output", "timestamp": "2026-10-16T04:10:43.361Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 6 items, expected at most 5", "timestamp": "2026-10-16T04:10:43.324Z", "metadata": {} }, "check.fiveResults": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): resultsLimit", "timestamp": "2026-10-16T04:10:43.297Z", "metadata": {} }, "check.reelsType": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): resultsType", "timestamp": "2026-10-16T04:10:43.261Z", "metadata": {} }, "check.keywordMode": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/instagram-hashtag-scraper: keywordSearch = false (expected true)", "timestamp": "2026-10-16T04:10:43.224Z", "metadata": {} }, "check.keywordInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): hashtags[0]", "timestamp": "2026-10-16T04:10:43.139Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:10:43.094Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-10-16T04:10:43.047Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "keywordMode" ], "judgeComment": "FAIL: check items: 6 items, expected at most 5" }, { "scenarioId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:09:51.401Z", "day": "2026-10-16", "traceId": "a2ef917e2ff4ba0e7934a1e8d09ef10c", "observationId": "97cbc6448a178097", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a2ef917e2ff4ba0e7934a1e8d09ef10c?observation=97cbc6448a178097", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "find", "title": "instagram-hashtag / find / nasa-hashtag", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used data-slayer/instagram-hashtag-posts-reels-scraper-no-login; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-16T04:19:52.030Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used data-slayer/instagram-hashtag-posts-reels-scraper-no-login; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-16T04:19:51.934Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "data-slayer/instagram-hashtag-posts-reels-scraper-no-login", "comment": "Actors the agent ran: data-slayer/instagram-hashtag-posts-reels-scraper-no-login", "timestamp": "2026-10-16T04:19:51.895Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-16T04:19:51.802Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:19:51.766Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used data-slayer/instagram-hashtag-posts-reels-scraper-no-login; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-16T04:19:51.720Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-16T04:19:51.677Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 5 real Instagram posts tagged #nasa with usernames and post descriptions drawn from retrieved data, but used the wrong actor (data-slayer instead of apify/instagram-hashtag-scraper), causing the namedActor and rightActor deterministic checks to FAIL.", "timestamp": "2026-10-16T04:19:51.634Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls in a logical sequence: search, fetch details, run actor, check KV store, get dataset items — a reasonably direct path with no pointless repetition.", "timestamp": "2026-10-16T04:19:51.581Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the dataset initially showed 0 items, the agent checked the key-value store and then retrieved dataset items directly, successfully recovering to find the 5 results.", "timestamp": "2026-10-16T04:19:51.539Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 5 dataset items with real usernames and captions (e.g., @antonxhalden, @tecmundo) and accurately reported them in the final answer without inventing data.", "timestamp": "2026-10-16T04:19:51.500Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with hashtag='nasa', maxResults=5, mode='basic', which are all valid inputs matching the actor's schema requirements.", "timestamp": "2026-10-16T04:19:51.463Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors to find an Instagram hashtag scraper and selected data-slayer/instagram-hashtag-posts-reels-scraper-no-login, which is a valid hashtag scraper but not the intended apify/instagram-hashtag-scraper; the rightActor check is FAIL per the deterministic facts.", "timestamp": "2026-10-16T04:19:51.419Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:10:44.449Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-16T04:10:44.410Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:10:44.373Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-hashtag-scraper\"", "timestamp": "2026-10-16T04:10:44.332Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used data-slayer/instagram-hashtag-posts-reels-scraper-no-login; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-16T04:10:44.287Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "data-slayer/instagram-hashtag-posts-reels-scraper-no-login", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used data-slayer/instagram-hashtag-posts-reels-scraper-no-login; expected apify/instagram-hashtag-scraper" }, { "scenarioId": "facebook-posts-scraper-usage-nasa-engagement", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:10:04.609Z", "day": "2026-10-16", "traceId": "94f4f202eed7ef7db2a9839174cea051", "observationId": "516506dac4e5fb8e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/94f4f202eed7ef7db2a9839174cea051?observation=516506dac4e5fb8e", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "use", "title": "facebook-posts / use / nasa-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence and total reactions for all 5 posts (noting empty text for posts 2 and 5), fully grounded in retrieved data.", "timestamp": "2026-10-16T04:19:48.992Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence and total reactions for all 5 posts (noting empty text for posts 2 and 5), fully grounded in retrieved data.", "timestamp": "2026-10-16T04:19:48.955Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-16T04:19:48.903Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:19:48.852Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, provided proper inputs, retrieved real data, and delivered a complete grounded answer.", "timestamp": "2026-10-16T04:19:48.793Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-16T04:19:48.756Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence and total reactions for all 5 posts (noting empty text for posts 2 and 5), fully grounded in retrieved data.", "timestamp": "2026-10-16T04:19:48.715Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made exactly 3 tool calls in logical sequence: fetch details, run actor, retrieve results — no redundant calls.", "timestamp": "2026-10-16T04:19:48.678Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 3 reaction numbers in the answer were found in Actor output, and post text matches the dataset preview exactly.", "timestamp": "2026-10-16T04:19:48.632Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with startUrls set to https://www.facebook.com/NASA and resultsLimit:5, matching the task requirements; dataset retrieval used the correct datasetId with relevant fields.", "timestamp": "2026-10-16T04:19:48.596Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-16T04:19:48.529Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:10:42.833Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-16T04:10:42.797Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 3 numbers found in Actor output", "timestamp": "2026-10-16T04:10:42.757Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-16T04:10:42.710Z", "metadata": {} }, "check.fivePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-16T04:10:42.668Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-16T04:10:42.619Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:10:42.531Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-16T04:10:42.443Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{2,}/", "timestamp": "2026-10-16T04:10:42.338Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence and total reactions for all 5 posts (noting empty text for posts 2 and 5), fully grounded in retrieved data." }, { "scenarioId": "facebook-posts-scraper-discovery-nasa-page", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:10:13.727Z", "day": "2026-10-16", "traceId": "a028e0b5aca36f998c4dc9018976cb53", "observationId": "3aa75fcfc00288d8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a028e0b5aca36f998c4dc9018976cb53?observation=3aa75fcfc00288d8", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "find", "title": "facebook-posts / find / nasa-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 5 posts with text and reaction counts from the retrieved dataset, ending with 'Actor: apify/facebook-posts-scraper' as required, fulfilling the task completely.", "timestamp": "2026-10-16T04:19:47.865Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 5 posts with text and reaction counts from the retrieved dataset, ending with 'Actor: apify/facebook-posts-scraper' as required, fulfilling the task completely.", "timestamp": "2026-10-16T04:19:47.829Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/facebook-posts-scraper", "timestamp": "2026-10-16T04:19:47.786Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-16T04:19:47.742Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:19:47.712Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent found the right actor, used correct inputs, utilized real retrieved data, followed an efficient plan, and delivered a complete answer with post texts and reaction counts.", "timestamp": "2026-10-16T04:19:47.669Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-16T04:19:47.627Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 5 posts with text and reaction counts from the retrieved dataset, ending with 'Actor: apify/facebook-posts-scraper' as required, fulfilling the task completely.", "timestamp": "2026-10-16T04:19:47.588Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls in a logical sequence: search, fetch details, call actor, get dataset items - a direct and efficient path.", "timestamp": "2026-10-16T04:19:47.551Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly reported the text and topReactionsCount fields from the actual dataset results, not invented data.", "timestamp": "2026-10-16T04:19:47.513Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct startUrls with NASA's Facebook URL and set resultsLimit to 5, matching the task requirements and the actor's input schema.", "timestamp": "2026-10-16T04:19:47.476Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/facebook-posts-scraper, the intended actor for scraping Facebook page posts, confirmed by the deterministic rightActor check passing.", "timestamp": "2026-10-16T04:19:47.433Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:10:57.509Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-16T04:10:57.463Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:10:57.420Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-posts-scraper\"", "timestamp": "2026-10-16T04:10:57.336Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-16T04:10:57.249Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 5 posts with text and reaction counts from the retrieved dataset, ending with 'Actor: apify/facebook-posts-scraper' as required, fulfilling the task completely." }, { "scenarioId": "facebook-groups-scraper-usage-recent-activity", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:10:35.151Z", "day": "2026-10-16", "traceId": "92ae5a3791d344eb1ba0903199309626", "observationId": "ffa3043876d58f05", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/92ae5a3791d344eb1ba0903199309626?observation=ffa3043876d58f05", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "use", "title": "facebook-groups / use / recent-activity", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 7 numbers not in Actor output: 300", "timestamp": "2026-10-16T04:19:43.973Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 7 numbers not in Actor output: 300", "timestamp": "2026-10-16T04:19:43.886Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-16T04:19:43.842Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:19:43.804Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 7 numbers not in Actor output: 300", "timestamp": "2026-10-16T04:19:43.765Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-16T04:19:43.700Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported all 3 posts with their text and comment counts (all 0), but the grounded check flags '300' as an invented number not present in the actor output, making the answer partially ungrounded.", "timestamp": "2026-10-16T04:19:43.657Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, call actor, retrieve dataset items — no unnecessary repetition.", "timestamp": "2026-10-16T04:19:43.613Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent used the retrieved dataset items to report post text and comment counts, but invented '300+' as a count of member names when the actual data just shows a long list without that number being in the output.", "timestamp": "2026-10-16T04:19:43.571Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with startUrls set to the group URL, resultsLimit=3, and viewOption='RECENT_ACTIVITY', all matching the task requirements.", "timestamp": "2026-10-16T04:19:43.517Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-16T04:19:43.459Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:11:04.741Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-16T04:11:04.700Z", "metadata": {} }, "check.grounded": { "value": 0.857, "stringValue": null, "comment": "FAIL: 1 of 7 numbers not in Actor output: 300", "timestamp": "2026-10-16T04:11:04.656Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-16T04:11:04.615Z", "metadata": {} }, "check.sortOrder": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): viewOption", "timestamp": "2026-10-16T04:11:04.577Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-16T04:11:04.544Z", "metadata": {} }, "check.groupUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-16T04:11:04.506Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:11:04.432Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-10-16T04:11:04.337Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 7 numbers not in Actor output: 300" }, { "scenarioId": "facebook-groups-scraper-discovery-public-group-posts", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:10:42.874Z", "day": "2026-10-16", "traceId": "80bf4d1adf8efcfdc482eb377b34e8c0", "observationId": "2c015266219024b6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/80bf4d1adf8efcfdc482eb377b34e8c0?observation=2c015266219024b6", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "find", "title": "facebook-groups / find / public-group-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/facebook-posts-scraper, scrapeforge/facebook-search-posts; expected apify/facebook-groups-scraper", "timestamp": "2026-10-16T04:19:40.691Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/facebook-posts-scraper, scrapeforge/facebook-search-posts; expected apify/facebook-groups-scraper", "timestamp": "2026-10-16T04:19:40.604Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/facebook-posts-scraper", "comment": "Actors the agent ran: apify/facebook-posts-scraper, scrapeforge/facebook-search-posts", "timestamp": "2026-10-16T04:19:40.566Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-16T04:19:40.527Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:19:40.487Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/facebook-posts-scraper, scrapeforge/facebook-search-posts; expected apify/facebook-groups-scraper", "timestamp": "2026-10-16T04:19:40.446Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-16T04:19:40.408Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 3 posts but they appear to be unrelated search results rather than actual posts from the specific Facebook group (874728723021553), as the scrapeforge actor was queried with a site: search string rather than the group URL, and the rightActor check FAILED meaning the correct actor was never used.", "timestamp": "2026-10-16T04:19:40.365Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made a reasonable attempt with two actors after the first failed, though it missed the correct actor (apify/facebook-groups-scraper) in its initial search.", "timestamp": "2026-10-16T04:19:40.323Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first actor returned an error ('Empty or private data for provided input'), the agent correctly attempted a different actor as a fallback.", "timestamp": "2026-10-16T04:19:40.280Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the data returned from the dataset (messages, timestamps, author names) directly in its final answer without inventing content.", "timestamp": "2026-10-16T04:19:40.240Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first actor call used the group URL with resultsLimit:3 which is reasonable; the second actor used a query string 'site:facebook.com/groups/874728723021553' which is not a proper way to target a specific group and likely returned unrelated posts.", "timestamp": "2026-10-16T04:19:40.157Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Facebook post scrapers and selected apify/facebook-posts-scraper first, then scrapeforge/facebook-search-posts as a fallback, but never found or tried apify/facebook-groups-scraper which is the intended actor for scraping Facebook groups.", "timestamp": "2026-10-16T04:19:40.118Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:11:42.473Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-16T04:11:42.434Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:11:42.396Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-groups-scraper\"", "timestamp": "2026-10-16T04:11:42.312Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/facebook-posts-scraper, scrapeforge/facebook-search-posts; expected apify/facebook-groups-scraper", "timestamp": "2026-10-16T04:11:42.221Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/facebook-posts-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/facebook-posts-scraper, scrapeforge/facebook-search-posts; expected apify/facebook-groups-scraper" }, { "scenarioId": "facebook-ads-scraper-usage-nike-last-30-days", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:10:43.476Z", "day": "2026-10-16", "traceId": "5998563b3d6f6c83251e988345c844bb", "observationId": "61557e0f25527756", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5998563b3d6f6c83251e988345c844bb?observation=61557e0f25527756", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "use", "title": "facebook-ads / use / nike-last-30-days", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 18 ads retrieved (the facts confirm 20 dataset items, so the count of 18 is incorrect), and the EU reach figure of 8,947,594 is claimed from ad_details but was not visible in the previewed tool output, raising grounding concerns; however the grounded check passed confirming numbers were found in Actor output.", "timestamp": "2026-10-16T04:19:40.419Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 18 ads retrieved (the facts confirm 20 dataset items, so the count of 18 is incorrect), and the EU reach figure of 8,947,594 is claimed from ad_details but was not visible in the previewed tool output, raising grounding concerns; however the grounded check passed confirming numbers were found in Actor output.", "timestamp": "2026-10-16T04:19:40.340Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-16T04:19:40.303Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:19:40.263Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The reachEstimate and spend fields returned null for all ads in the structured fields query, forcing the agent to dig through full records to find EU reach data buried in ad_details.aaa_info.eu_total_reach. The Actor's output format makes standard reach/spend data inaccessible via the top-level fields, requiring users to navigate nested detail objects that aren't clearly documented as the primary reach data source.", "timestamp": "2026-10-16T04:19:40.225Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-16T04:19:40.188Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 18 ads retrieved (the facts confirm 20 dataset items, so the count of 18 is incorrect), and the EU reach figure of 8,947,594 is claimed from ad_details but was not visible in the previewed tool output, raising grounding concerns; however the grounded check passed confirming numbers were found in Actor output.", "timestamp": "2026-10-16T04:19:40.152Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra dataset fetch (5 full items) after the first fetch showed null reach fields, which was a reasonable and minimal extra step to investigate the data structure.", "timestamp": "2026-10-16T04:19:40.101Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the initial dataset fetch showed null reach/spend fields, the agent made a follow-up call to get full records and examined the persisted output file to find EU reach data, handling the situation reasonably.", "timestamp": "2026-10-16T04:19:40.065Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved actual dataset items and used real ad body text ('Get the gear that's up for it all. Any time. Anywhere.') from the tool results; the grounded check confirms the numbers in the answer were found in Actor output.", "timestamp": "2026-10-16T04:19:40.019Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/facebook-ads-scraper with startUrls set to the Nike Facebook page, resultsLimit=20, onlyAdsNewerThan='30 days', and isDetailsPerAd=true — all correct inputs matching the task requirements.", "timestamp": "2026-10-16T04:19:39.976Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, get-dataset-items, and Read — all appropriate tools for running the specified actor and retrieving results.", "timestamp": "2026-10-16T04:19:39.919Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:12:19.995Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-16T04:12:19.957Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 2 numbers found in Actor output", "timestamp": "2026-10-16T04:12:19.921Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-16T04:12:19.882Z", "metadata": {} }, "check.detailsFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): isDetailsPerAd", "timestamp": "2026-10-16T04:12:19.844Z", "metadata": {} }, "check.twentyAds": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-16T04:12:19.749Z", "metadata": {} }, "check.dateRange": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): onlyAdsNewerThan", "timestamp": "2026-10-16T04:12:19.718Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-16T04:12:19.679Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:12:19.640Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-ads-scraper", "timestamp": "2026-10-16T04:12:19.565Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-16T04:12:19.475Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 18 ads retrieved (the facts confirm 20 dataset items, so the count of 18 is incorrect), and the EU reach figure of 8,947,594 is claimed from ad_details but was not visible in the previewed tool output, raising grounding concerns; however the grounded check passed confirming numbers were found in Actor output." }, { "scenarioId": "facebook-ads-scraper-discovery-nike-ad-library", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:10:43.500Z", "day": "2026-10-16", "traceId": "479d5ca30f9a188193751fb667b969f6", "observationId": "1ed2c00008b04669", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/479d5ca30f9a188193751fb667b969f6?observation=1ed2c00008b04669", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "find", "title": "facebook-ads / find / nike-ad-library", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used adside/meta-ad-library-ads-scraper, hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-16T04:19:37.354Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used adside/meta-ad-library-ads-scraper, hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-16T04:19:37.224Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "adside/meta-ad-library-ads-scraper", "comment": "Actors the agent ran: adside/meta-ad-library-ads-scraper, hyperbach/meta-ads-library-scraper", "timestamp": "2026-10-16T04:19:37.177Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-16T04:19:37.118Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:19:37.069Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used adside/meta-ad-library-ads-scraper, hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-16T04:19:37.030Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-16T04:19:36.985Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 10 active Nike ads with a real example body text from the data, but used the wrong actor (hyperbach/meta-ads-library-scraper instead of apify/facebook-ads-scraper) and the task specified looking up ads for 'facebook.com/nike' which was not directly used as input.", "timestamp": "2026-10-16T04:19:36.950Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two actor runs (one failed, one succeeded) plus appropriate detail fetches; the extra run was necessary due to the first actor returning no data, so the path was reasonably efficient given the circumstances.", "timestamp": "2026-10-16T04:19:36.904Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When adside/meta-ad-library-ads-scraper returned 0 items, the agent correctly pivoted to try hyperbach/meta-ads-library-scraper, which succeeded with 10 items.", "timestamp": "2026-10-16T04:19:36.860Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items and directly quoted body_text from the results: 'Air Zoom and ultra-light ZoomX fuel the road to raceday in Pegasus Plus 2.' which matches the tool result preview.", "timestamp": "2026-10-16T04:19:36.820Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "For the second actor call, the agent used advertiserNames=['Nike'] with maxAds:10 and activeStatus:'active', which are sensible inputs that produced 10 results; the first call used page_id='37419889996' which is a valid Nike page ID.", "timestamp": "2026-10-16T04:19:36.778Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Meta Ad Library actors and found relevant ones, but chose adside/meta-ad-library-ads-scraper first (which returned 0 items) and then hyperbach/meta-ads-library-scraper instead of the intended apify/facebook-ads-scraper; the rightActor check is FAIL.", "timestamp": "2026-10-16T04:19:36.710Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:12:05.107Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-16T04:12:05.075Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:12:04.985Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-ads-scraper\"", "timestamp": "2026-10-16T04:12:04.909Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used adside/meta-ad-library-ads-scraper, hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-16T04:12:04.829Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "adside/meta-ad-library-ads-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used adside/meta-ad-library-ads-scraper, hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper" }, { "scenarioId": "tripadvisor-usage-rome-restaurants", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:10:44.483Z", "day": "2026-10-16", "traceId": "592a90f63343baee6bf9c603ed73d96b", "observationId": "3f212fa21d018ab0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/592a90f63343baee6bf9c603ed73d96b?observation=3f212fa21d018ab0", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "use", "title": "tripadvisor / use / rome-restaurants", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: maxcopell/tripadvisor run pyzYytwa0UomvZiys: RUNNING", "timestamp": "2026-10-16T04:19:34.104Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: maxcopell/tripadvisor run pyzYytwa0UomvZiys: RUNNING", "timestamp": "2026-10-16T04:19:33.993Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-16T04:19:33.959Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:19:33.913Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: maxcopell/tripadvisor run pyzYytwa0UomvZiys: RUNNING", "timestamp": "2026-10-16T04:19:33.874Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-16T04:19:33.838Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The facts confirm 10 dataset items were recorded, but the agent only retrieved 9 (the run was still RUNNING when items were fetched), and the agent reported 9 restaurants with cuisine, price range, and rating, naming DOC EnoBistrot as the top one with a 4.9 rating — partially fulfilling the task but missing the 10th item.", "timestamp": "2026-10-16T04:19:33.784Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent polled get-actor-run five times because the run never completed (RUNNING status), which was necessary given the circumstances, though the repeated polling added overhead; the overall approach was reasonable.", "timestamp": "2026-10-16T04:19:33.749Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run remained in RUNNING status throughout all polling attempts; the agent continued polling appropriately and then fetched available dataset items (9 of 10) rather than giving up, which was a reasonable recovery.", "timestamp": "2026-10-16T04:19:33.703Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly reported the names, ratings, price levels, and cuisines from the retrieved data without inventing any values.", "timestamp": "2026-10-16T04:19:33.654Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the Actor with query='Rome', maxItemsPerQuery=10, includeRestaurants=true, includeHotels=false, includeAttractions=false — all well-formed and appropriate for the task.", "timestamp": "2026-10-16T04:19:33.596Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the maxcopell/tripadvisor Actor and retrieving results.", "timestamp": "2026-10-16T04:19:33.550Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:15:13.031Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-16T04:15:12.989Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-16T04:15:12.878Z", "metadata": {} }, "check.ratingField": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-16T04:15:12.822Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-16T04:15:12.774Z", "metadata": {} }, "check.restaurantsMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeRestaurants", "timestamp": "2026-10-16T04:15:12.727Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: maxcopell/tripadvisor run pyzYytwa0UomvZiys: RUNNING", "timestamp": "2026-10-16T04:15:12.675Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-16T04:15:12.569Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[3-5]\\.\\d\\b/", "timestamp": "2026-10-16T04:15:12.484Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: check ranOk: maxcopell/tripadvisor run pyzYytwa0UomvZiys: RUNNING" }, { "scenarioId": "tripadvisor-discovery-barcelona-attractions", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:10:57.545Z", "day": "2026-10-16", "traceId": "946ddbd4797cd0798fa1e8c5175241c3", "observationId": "afa90ca9d1c4bfe8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/946ddbd4797cd0798fa1e8c5175241c3?observation=afa90ca9d1c4bfe8", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "find", "title": "tripadvisor / find / barcelona-attractions", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-16T04:19:25.551Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-16T04:19:25.460Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "axlymxp/tripadvisor-attractions-scraper", "comment": "Actors the agent ran: axlymxp/tripadvisor-attractions-scraper", "timestamp": "2026-10-16T04:19:25.410Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-16T04:19:25.365Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:19:25.312Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-16T04:19:25.228Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-16T04:19:25.179Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent produced a well-structured comparison of top 10 Barcelona attractions with ratings and review counts from real retrieved data, but used the wrong actor (axlymxp/tripadvisor-attractions-scraper instead of maxcopell/tripadvisor), so the rightActor and namedActor checks both FAIL, meaning the task was not completed as intended.", "timestamp": "2026-10-16T04:19:25.133Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search-actors, fetch-actor-details, call-actor, and get-dataset-items — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-16T04:19:25.035Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 dataset items and used the actual name, rating, review_count, and rank fields from the dataset to build the comparison table.", "timestamp": "2026-10-16T04:19:24.829Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed queries=[\"Barcelona\"], maxItemsPerQuery=50, and includeCoordinates=true, which are all valid and well-formed inputs for the chosen actor's schema.", "timestamp": "2026-10-16T04:19:24.730Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for TripAdvisor attraction actors and selected axlymxp/tripadvisor-attractions-scraper, which is a valid TripAdvisor attractions scraper, but the intended/correct actor was maxcopell/tripadvisor — the rightActor check is marked FAIL.", "timestamp": "2026-10-16T04:19:24.627Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:11:31.255Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-16T04:11:31.220Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:11:31.140Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /maxcopell/tripadvisor(?!-)/", "timestamp": "2026-10-16T04:11:31.092Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-16T04:11:31.004Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "axlymxp/tripadvisor-attractions-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor" }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:11:04.781Z", "day": "2026-10-16", "traceId": "f898946a72a7c525cdc0968f8444ee76", "observationId": "d531baad18d399ae", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f898946a72a7c525cdc0968f8444ee76?observation=d531baad18d399ae", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-16T04:19:27.676Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-16T04:19:27.569Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-16T04:19:27.505Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-16T04:19:27.446Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The get-dataset-items call with fields='aiModeResult.sources' returned an empty object '{}' instead of the sources array, preventing the agent from accurately counting cited sources. The full item fetch showed the field names as 'aiModeResult.sources.id', 'aiModeResult.sources.title', etc. in dot notation, but the nested object projection failed, causing the agent to invent the source count from inline text references.", "timestamp": "2026-10-16T04:19:27.412Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-16T04:19:27.362Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported the AI Mode answer text accurately from retrieved data, but the source count of 9 and the specific source list appear to be invented/inferred from inline text references in the answer body rather than from actual aiModeResult.sources data (which returned empty), making the source count unreliable.", "timestamp": "2026-10-16T04:19:27.322Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made a reasonable sequence of calls: fetch details, call actor, poll for completion, fetch specific fields, then fetch full item — only one extra call was needed due to the field projection issue, which is acceptable.", "timestamp": "2026-10-16T04:19:27.272Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the second get-dataset-items call with fields='aiModeResult.sources' returned an empty object {}, the agent did not retry with different field notation or fetch the full item to get the sources array; instead it proceeded to fabricate a source list.", "timestamp": "2026-10-16T04:19:27.227Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved the aiModeResult.text from the dataset and quoted it accurately in the final answer; however, the sources count was derived from the text content rather than from the aiModeResult.sources fields (the second get-dataset-items call with fields='aiModeResult.sources' returned an empty object), so the source count of 9 appears to be inferred/invented from inline text references rather than from actual source records.", "timestamp": "2026-10-16T04:19:27.174Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set queries='best crm for small business', countryCode='gb', maxPagesPerQuery=1, and aiModeSearch.enableAiMode=true — all correct inputs confirmed by the deterministic checks passing.", "timestamp": "2026-10-16T04:19:27.134Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the apify/google-search-scraper Actor and retrieving results.", "timestamp": "2026-10-16T04:19:27.066Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:12:31.305Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-16T04:12:31.206Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-16T04:12:31.171Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-16T04:12:31.126Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-10-16T04:12:31.087Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-16T04:12:31.036Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-10-16T04:12:30.991Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:12:30.904Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-16T04:12:30.801Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:11:31.296Z", "day": "2026-10-16", "traceId": "eb65260f0ae721407e63a13ff6dca904", "observationId": "ad0d13d041deab35", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/eb65260f0ae721407e63a13ff6dca904?observation=ad0d13d041deab35", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported 9 organic results and the top 3 domains (leasingmarkt.de, adac.de, insta-drive.com) grounded in retrieved data, fulfilling the task requirements despite the missing languageCode.", "timestamp": "2026-10-16T04:19:24.232Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported 9 organic results and the top 3 domains (leasingmarkt.de, adac.de, insta-drive.com) grounded in retrieved data, fulfilling the task requirements despite the missing languageCode.", "timestamp": "2026-10-16T04:19:24.187Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-16T04:19:24.129Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:19:24.090Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The agent passed 'searchLanguage': 'de' in the call-actor input, but the correct field name is 'languageCode', causing the lang deterministic check to FAIL with languageCode=null in the output. The agent read the schema but used a wrong field name.", "timestamp": "2026-10-16T04:19:24.053Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-16T04:19:24.015Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported 9 organic results and the top 3 domains (leasingmarkt.de, adac.de, insta-drive.com) grounded in retrieved data, fulfilling the task requirements despite the missing languageCode.", "timestamp": "2026-10-16T04:19:23.978Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call due to the field projection issue, but otherwise the path was reasonably direct with fetch-actor-details, call-actor, and two dataset fetches.", "timestamp": "2026-10-16T04:19:23.932Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with field projection returned empty items ({}), and the agent correctly retried without field restrictions to get the full data.", "timestamp": "2026-10-16T04:19:23.891Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset and correctly reported 9 organic results with the top 3 domains (leasingmarkt.de, adac.de, insta-drive.com) directly from the tool result data.", "timestamp": "2026-10-16T04:19:23.856Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed countryCode='de', maxPagesPerQuery=1, and the correct query, but used 'searchLanguage' instead of the correct 'languageCode' field, which is why the deterministic check for lang FAILED (languageCode is missing/null in the output).", "timestamp": "2026-10-16T04:19:23.811Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details and call-actor with apify/google-search-scraper, then get-dataset-items to retrieve results, which are the appropriate tools for this task.", "timestamp": "2026-10-16T04:19:23.764Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:12:12.417Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-16T04:12:12.380Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-16T04:12:12.329Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-16T04:12:12.290Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-16T04:12:12.253Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode is missing (expected \"de\")", "timestamp": "2026-10-16T04:12:12.196Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-16T04:12:12.132Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-16T04:12:12.097Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:12:12.025Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-16T04:12:11.934Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang" ], "judgeComment": "PASS: The agent correctly reported 9 organic results and the top 3 domains (leasingmarkt.de, adac.de, insta-drive.com) grounded in retrieved data, fulfilling the task requirements despite the missing languageCode." }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:11:42.524Z", "day": "2026-10-16", "traceId": "76334df947d3131400e046626969525c", "observationId": "316e51aebbceefe8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/76334df947d3131400e046626969525c?observation=316e51aebbceefe8", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned organic results with titles, links, and snippets for the query 'apify web scraping' from the first results page, and correctly ended with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-16T04:19:22.016Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned organic results with titles, links, and snippets for the query 'apify web scraping' from the first results page, and correctly ended with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-16T04:19:21.963Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-10-16T04:19:21.912Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-16T04:19:21.871Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:19:21.826Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first get-dataset-items call with fields='organicResults.title,organicResults.url,organicResults.description' returned an empty item {}, suggesting the dot-notation field projection did not work as expected for nested arrays, requiring a second call without field filtering to retrieve the actual data.", "timestamp": "2026-10-16T04:19:21.782Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-16T04:19:21.711Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned organic results with titles, links, and snippets for the query 'apify web scraping' from the first results page, and correctly ended with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-16T04:19:21.656Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 6 tool calls: search-actors, fetch-actor-details, call-actor, get-actor-run, and two get-dataset-items calls (the second needed because the first field-projected call returned empty objects), which is reasonably efficient with only one minor retry.", "timestamp": "2026-10-16T04:19:21.614Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with field projection returned an empty item ({}), so the agent made a second call without field filtering to get the full data successfully.", "timestamp": "2026-10-16T04:19:21.572Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from GJbk8l2bRBVw1YzQh and presented the actual organic results (titles, URLs, snippets) from the tool output, including real URLs like https://apify.com/ and https://github.com/apify.", "timestamp": "2026-10-16T04:19:21.522Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with queries='apify web scraping' and maxPagesPerQuery=1, which correctly limits to the first results page as required by the task.", "timestamp": "2026-10-16T04:19:21.430Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for 'Google Search' actors and correctly identified and used apify/google-search-scraper, which is the intended actor for scraping Google Search organic results.", "timestamp": "2026-10-16T04:19:21.331Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:12:53.830Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-16T04:12:53.789Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:12:53.697Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-16T04:12:53.664Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-16T04:12:53.584Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned organic results with titles, links, and snippets for the query 'apify web scraping' from the first results page, and correctly ended with 'Actor: apify/google-search-scraper' as required." }, { "scenarioId": "google-maps-contact-details-usage-toronto-roofers", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:12:05.149Z", "day": "2026-10-16", "traceId": "a9edcb8d0e04b2226513f1856c56940e", "observationId": "d9d0518db69f7c93", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a9edcb8d0e04b2226513f1856c56940e?observation=d9d0518db69f7c93", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "use", "title": "google-maps-contact-details / use / toronto-roofers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 1 of 10 items missing emails", "timestamp": "2026-10-16T04:19:14.848Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 1 of 10 items missing emails", "timestamp": "2026-10-16T04:19:14.749Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-16T04:19:14.717Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-16T04:19:14.672Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 1 of 10 items missing emails", "timestamp": "2026-10-16T04:19:14.630Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-16T04:19:14.584Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned all 10 roofing companies with names, websites, emails, and social profiles, and correctly stated that 9 out of 10 had emails, matching the deterministic check that 1 item was missing emails.", "timestamp": "2026-10-16T04:19:14.536Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call while the run was still in progress (9 items), then fetched again after completion — a minor inefficiency but reasonable given the polling pattern.", "timestamp": "2026-10-16T04:19:14.499Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor was still running when first polled, and the agent correctly used get-actor-run multiple times to wait for completion before fetching final results.", "timestamp": "2026-10-16T04:19:14.462Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent's final answer directly reflects the dataset items returned by get-dataset-items, including exact company names, websites, emails, and social profiles from the tool results.", "timestamp": "2026-10-16T04:19:14.415Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called lukaskrivka/google-maps-with-contact-details with searchStringsArray=['roofing'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=10, language='en', and scrapeSocialMediaProfiles with multiple platforms enabled — all well-formed and appropriate.", "timestamp": "2026-10-16T04:19:14.370Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the specified Actor and retrieving results.", "timestamp": "2026-10-16T04:19:14.319Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:15:01.876Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-16T04:15:01.824Z", "metadata": {} }, "check.count": { "value": 1, "stringValue": null, "comment": "PASS (warn): answer matches /[0-9]/", "timestamp": "2026-10-16T04:15:01.775Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 1 of 10 items missing emails", "timestamp": "2026-10-16T04:15:01.681Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-16T04:15:01.641Z", "metadata": {} }, "check.socials": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): scrapeSocialMediaProfiles", "timestamp": "2026-10-16T04:15:01.601Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-16T04:15:01.564Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:15:01.484Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-16T04:15:01.372Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 1 of 10 items missing emails" }, { "scenarioId": "google-maps-contact-details-discovery-toronto-roofers-emails", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:12:12.453Z", "day": "2026-10-16", "traceId": "73d55b63b9c30dbee8224644da246b17", "observationId": "d71db5fd15175cc7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/73d55b63b9c30dbee8224644da246b17?observation=d71db5fd15175cc7", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "find", "title": "google-maps-contact-details / find / toronto-roofers-emails", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used buff_pineapple/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-16T04:19:13.768Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used buff_pineapple/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-16T04:19:13.679Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "buff_pineapple/google-maps-scraper", "comment": "Actors the agent ran: buff_pineapple/google-maps-scraper", "timestamp": "2026-10-16T04:19:13.636Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-16T04:19:13.600Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:19:13.559Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used buff_pineapple/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-16T04:19:13.520Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-16T04:19:13.434Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent found 10 roofing companies in Toronto, reported which had emails (6 out of 10), and ended with the actor line, but used the wrong actor (buff_pineapple/google-maps-scraper instead of lukaskrivka/google-maps-with-contact-details) as confirmed by the deterministic FAIL checks.", "timestamp": "2026-10-16T04:19:13.396Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls in a logical sequence: search, fetch details, call actor, poll run, get results — no redundant steps.", "timestamp": "2026-10-16T04:19:13.363Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the dataset items returned by get-dataset-items to list all 10 companies with their email fields and accurately counted 6 with emails.", "timestamp": "2026-10-16T04:19:13.327Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed query='roofing companies in Toronto', maxResults=10, includeDetails=true, and includeEmails=true, which are well-formed and sensible inputs for the chosen actor.", "timestamp": "2026-10-16T04:19:13.289Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used buff_pineapple/google-maps-scraper instead of the intended lukaskrivka/google-maps-with-contact-details; while buff_pineapple/google-maps-scraper does support email enrichment via includeEmails, the deterministic check confirms the wrong actor was selected.", "timestamp": "2026-10-16T04:19:13.223Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:13:27.119Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-16T04:13:27.082Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:13:27.045Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"lukaskrivka/google-maps-with-contact-details\"", "timestamp": "2026-10-16T04:13:26.966Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used buff_pineapple/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-16T04:13:26.866Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "buff_pineapple/google-maps-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used buff_pineapple/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details" }, { "scenarioId": "google-maps-reviews-usage-ritz-trend", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:12:20.029Z", "day": "2026-10-16", "traceId": "ee2e5702d05050794526d6f6868c6427", "observationId": "6db7893202e34415", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ee2e5702d05050794526d6f6868c6427?observation=6db7893202e34415", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "use", "title": "google-maps-reviews / use / ritz-trend", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent computed averages for newest 15 (4.8) vs previous 15 (4.4) and stated the trend is UP, but the math contains an error: newest 15 stars sum to 5+5+5+5+5+5+4+2+4+5+2+5+5+5+5=72 which is 72/15=4.8 (correct), and previous 15 sum to 5+1+2+5+5+5+2+5+5+5+5+5+1+5=66/15=4.4 (correct), so the averages and trend direction are accurate and consistent with the data.", "timestamp": "2026-10-16T04:19:13.625Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent computed averages for newest 15 (4.8) vs previous 15 (4.4) and stated the trend is UP, but the math contains an error: newest 15 stars sum to 5+5+5+5+5+5+4+2+4+5+2+5+5+5+5=72 which is 72/15=4.8 (correct), and previous 15 sum to 5+1+2+5+5+5+2+5+5+5+5+5+1+5=66/15=4.4 (correct), so the averages and trend direction are accurate and consistent with the data.", "timestamp": "2026-10-16T04:19:13.576Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-16T04:19:13.530Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:19:13.495Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly selected the actor, provided proper inputs, used the retrieved data accurately, computed correct averages (4.8 vs 4.4), and reported the upward trend consistently with the numbers.", "timestamp": "2026-10-16T04:19:13.455Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-16T04:19:13.416Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent computed averages for newest 15 (4.8) vs previous 15 (4.4) and stated the trend is UP, but the math contains an error: newest 15 stars sum to 5+5+5+5+5+5+4+2+4+5+2+5+5+5+5=72 which is 72/15=4.8 (correct), and previous 15 sum to 5+1+2+5+5+5+2+5+5+5+5+5+1+5=66/15=4.4 (correct), so the averages and trend direction are accurate and consistent with the data.", "timestamp": "2026-10-16T04:19:13.381Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run actor, retrieve dataset items — no redundant calls.", "timestamp": "2026-10-16T04:19:13.340Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned (30 reviews with star ratings and dates) to compute the averages, not invented data.", "timestamp": "2026-10-16T04:19:13.250Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called compass/google-maps-reviews-scraper with maxReviews=30, reviewsSort='newest', and a valid Google Maps search URL for Ritz-Carlton Chicago — all correct inputs.", "timestamp": "2026-10-16T04:19:13.186Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-16T04:19:13.144Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:13:03.091Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-16T04:13:03.044Z", "metadata": {} }, "check.stars": { "value": 1, "stringValue": null, "comment": "PASS (warn): 30 items ok", "timestamp": "2026-10-16T04:13:03.005Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 30 items ok", "timestamp": "2026-10-16T04:13:02.965Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxReviews", "timestamp": "2026-10-16T04:13:02.924Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:13:02.827Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-reviews-scraper", "timestamp": "2026-10-16T04:13:02.731Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[1-5](\\.\\d+)?\\b/", "timestamp": "2026-10-16T04:13:02.620Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent computed averages for newest 15 (4.8) vs previous 15 (4.4) and stated the trend is UP, but the math contains an error: newest 15 stars sum to 5+5+5+5+5+5+4+2+4+5+2+5+5+5+5=72 which is 72/15=4.8 (correct), and previous 15 sum to 5+1+2+5+5+5+2+5+5+5+5+5+1+5=66/15=4.4 (correct), so the averages and trend direction are accurate and consistent with the data." }, { "scenarioId": "google-maps-reviews-discovery-ritz", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:12:31.338Z", "day": "2026-10-16", "traceId": "221df5c4784f21f87448ee5c2bbcde4f", "observationId": "6619f243a605a5ca", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/221df5c4784f21f87448ee5c2bbcde4f?observation=6619f243a605a5ca", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "find", "title": "google-maps-reviews / find / ritz", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides a well-organized summary of complaints and praises grounded in the 30 retrieved reviews, and ends with exactly one line 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-10-16T04:19:10.710Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides a well-organized summary of complaints and praises grounded in the 30 retrieved reviews, and ends with exactly one line 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-10-16T04:19:10.673Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-16T04:19:10.630Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-16T04:19:10.542Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:19:10.473Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the correct actor was found and used, inputs were well-formed, results were utilized, the plan was efficient, and the task was fully completed with the required attribution line.", "timestamp": "2026-10-16T04:19:10.431Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-16T04:19:10.389Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides a well-organized summary of complaints and praises grounded in the 30 retrieved reviews, and ends with exactly one line 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-10-16T04:19:10.351Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search-actors, fetch-actor-details, call-actor, get-dataset-items) in a logical sequence with no redundant steps.", "timestamp": "2026-10-16T04:19:10.317Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 30 dataset items and grounded its summary in actual review text visible in the tool results (e.g., the Water Tower Suite review, Agnes front desk mention, the umbrella/discrimination incident, the doorman complaint), demonstrating use of real data.", "timestamp": "2026-10-16T04:19:10.276Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed a valid Google Maps search URL for 'Ritz-Carlton Chicago', set maxReviews to 30, reviewsSort to 'newest', and language to 'en' — all appropriate and well-formed inputs for the task.", "timestamp": "2026-10-16T04:19:10.148Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used compass/Google-Maps-Reviews-Scraper, the intended actor for scraping Google Maps reviews, confirmed by the deterministic rightActor check passing.", "timestamp": "2026-10-16T04:19:10.095Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:13:20.609Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-16T04:13:20.568Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:13:20.529Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"compass/google-maps-reviews-scraper\"", "timestamp": "2026-10-16T04:13:20.442Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-16T04:13:20.341Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides a well-organized summary of complaints and praises grounded in the 30 retrieved reviews, and ends with exactly one line 'Actor: compass/Google-Maps-Reviews-Scraper' as required." }, { "scenarioId": "google-maps-extractor-usage-toronto-plumbers", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:12:53.865Z", "day": "2026-10-16", "traceId": "ba7f1769842754e800de007d5824f5e8", "observationId": "44df3edd4a5efb7a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ba7f1769842754e800de007d5824f5e8?observation=44df3edd4a5efb7a", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "use", "title": "google-maps-extractor / use / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 1 of 15 items missing address", "timestamp": "2026-10-16T04:19:02.684Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 1 of 15 items missing address", "timestamp": "2026-10-16T04:19:02.599Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-16T04:19:02.517Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-16T04:19:02.475Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 1 of 15 items missing address", "timestamp": "2026-10-16T04:19:02.436Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-16T04:19:02.388Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned all 15 plumbers with name, address (noting one missing), phone, and star rating, stated the count of 15, and correctly identified the six highest-rated places tied at 5.0 stars.", "timestamp": "2026-10-16T04:19:02.343Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch details, run actor, get results — no redundant calls.", "timestamp": "2026-10-16T04:19:02.214Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "One item (Mr. Rooter Plumbing) had a null address per the fields FAIL check; the agent correctly noted '(address not listed)' rather than inventing an address.", "timestamp": "2026-10-16T04:19:02.160Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly reported the names, addresses, phones, and ratings from the retrieved data; the grounded check confirms all 18 numbers found in Actor output.", "timestamp": "2026-10-16T04:19:02.120Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called compass/google-maps-extractor with searchStringsArray=['plumber'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=15, and language='en' — all well-formed and appropriate.", "timestamp": "2026-10-16T04:19:02.076Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-16T04:19:02.035Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:13:33.466Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-16T04:13:33.427Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 18 numbers found in Actor output", "timestamp": "2026-10-16T04:13:33.389Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /[1-5][.][0-9]/", "timestamp": "2026-10-16T04:13:33.355Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 1 of 15 items missing address", "timestamp": "2026-10-16T04:13:33.316Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 15 items ok", "timestamp": "2026-10-16T04:13:33.275Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-16T04:13:33.234Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:13:33.165Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-extractor", "timestamp": "2026-10-16T04:13:33.128Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 1 of 15 items missing address" }, { "scenarioId": "google-maps-extractor-discovery-toronto-plumbers", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:13:03.131Z", "day": "2026-10-16", "traceId": "36fe216cdadd63109379a2fe0e7d8a8f", "observationId": "e48426196452e074", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/36fe216cdadd63109379a2fe0e7d8a8f?observation=e48426196452e074", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "find", "title": "google-maps-extractor / find / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used gio21/plumber-scraper, aolmo/google-maps-places; expected compass/google-maps-extractor", "timestamp": "2026-10-16T04:19:04.542Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used gio21/plumber-scraper, aolmo/google-maps-places; expected compass/google-maps-extractor", "timestamp": "2026-10-16T04:19:04.437Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "gio21/plumber-scraper", "comment": "Actors the agent ran: gio21/plumber-scraper, aolmo/google-maps-places", "timestamp": "2026-10-16T04:19:04.398Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-16T04:19:04.360Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:19:04.312Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used gio21/plumber-scraper, aolmo/google-maps-places; expected compass/google-maps-extractor", "timestamp": "2026-10-16T04:19:04.269Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-16T04:19:04.225Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer provides exactly 15 plumbers in Toronto with name, address, phone, website, and rating, no reviews included, and ends with 'Actor: aolmo/google-maps-places'; however the namedActor check FAILs because the wrong actor was used instead of compass/google-maps-extractor or compass/crawler-google-places.", "timestamp": "2026-10-16T04:19:04.178Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran gio21/plumber-scraper twice (5 items, then 0 items) before switching to aolmo/google-maps-places; the second run of the wrong actor was an unnecessary step, but the overall path was not excessively wasteful.", "timestamp": "2026-10-16T04:19:04.133Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When gio21/plumber-scraper returned only 5 items and a second run returned 0 items, the agent pivoted to aolmo/google-maps-places which successfully returned 20 items, demonstrating reasonable error recovery.", "timestamp": "2026-10-16T04:19:04.095Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from the aolmo/google-maps-places run and directly presented the 15 retrieved records with name, address, phone, website, and rating fields from the dataset.", "timestamp": "2026-10-16T04:19:04.053Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The arguments passed to each actor were well-formed: correct location, country code, language, and field projections were all sensible and matched the input schemas.", "timestamp": "2026-10-16T04:19:04.003Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items which are appropriate tools, but selected gio21/plumber-scraper and aolmo/google-maps-places instead of the intended compass/google-maps-extractor or compass/crawler-google-places; the rightActor check is FAIL.", "timestamp": "2026-10-16T04:19:03.957Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:14:07.148Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-16T04:14:07.095Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 3 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:14:07.060Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /compass/(google-maps-extractor|crawler-google-places)/", "timestamp": "2026-10-16T04:14:07.016Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used gio21/plumber-scraper, aolmo/google-maps-places; expected compass/google-maps-extractor", "timestamp": "2026-10-16T04:14:06.962Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "gio21/plumber-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used gio21/plumber-scraper, aolmo/google-maps-places; expected compass/google-maps-extractor" }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:13:20.647Z", "day": "2026-10-16", "traceId": "c4b0dd675129c86da5a4ac6034a25f80", "observationId": "d453fe3ea339d994", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c4b0dd675129c86da5a4ac6034a25f80?observation=d453fe3ea339d994", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count, and correctly identified the two highest-rated ones (KAFE 608 and The Miners Coffee Komunardů, both 4.9 stars), all grounded in real data.", "timestamp": "2026-10-16T04:19:00.680Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count, and correctly identified the two highest-rated ones (KAFE 608 and The Miners Coffee Komunardů, both 4.9 stars), all grounded in real data.", "timestamp": "2026-10-16T04:19:00.643Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-16T04:19:00.603Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:19:00.554Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, formed valid inputs, retrieved and used real data, and delivered a complete, accurate answer.", "timestamp": "2026-10-16T04:19:00.516Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-16T04:19:00.475Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count, and correctly identified the two highest-rated ones (KAFE 608 and The Miners Coffee Komunardů, both 4.9 stars), all grounded in real data.", "timestamp": "2026-10-16T04:19:00.439Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve results — no redundant steps.", "timestamp": "2026-10-16T04:19:00.399Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all numbers in the answer were found in Actor output, and the table directly reflects the dataset items returned by get-dataset-items.", "timestamp": "2026-10-16T04:19:00.366Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=['coffee shop'], locationQuery='Prague, Czech Republic', maxCrawledPlacesPerSearch=10, language='en', and placeMinimumStars='four', all well-formed and appropriate for finding highly-rated coffee shops in Prague.", "timestamp": "2026-10-16T04:19:00.286Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-16T04:19:00.183Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:13:56.434Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-16T04:13:56.396Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 3 numbers found in Actor output", "timestamp": "2026-10-16T04:13:56.359Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-16T04:13:56.324Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-16T04:13:56.283Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-16T04:13:56.233Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:13:56.152Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-16T04:13:56.110Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-16T04:13:56.018Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count, and correctly identified the two highest-rated ones (KAFE 608 and The Miners Coffee Komunardů, both 4.9 stars), all grounded in real data." }, { "scenarioId": "crawler-google-places-discovery-miami-gyms", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:13:27.193Z", "day": "2026-10-16", "traceId": "873c155b6d8a25d480c6e8d42cbf3783", "observationId": "2a04a91f00e16ecc", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/873c155b6d8a25d480c6e8d42cbf3783?observation=2a04a91f00e16ecc", "subject": "compass/crawler-google-places", "owner": "google", "skill": "find", "title": "crawler-google-places / find / miami-gyms", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-16T04:19:01.895Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:19:01.774Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The search-actors call with 'Google Maps gyms Miami' and 'Google Maps scraper ratings reviews' returned get_anything/google-maps-reviews-scraper instead of compass/crawler-google-places, which is the correct actor for discovering and listing places with opening hours. The agent never found the right actor, leading to cascading failures.", "timestamp": "2026-10-16T04:19:01.721Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "12 tool calls valid", "timestamp": "2026-10-16T04:19:01.671Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never produced a final answer comparing top 20 gyms by rating, review count, and opening hours; the session timed out mid-execution with only ~7 unique gyms found and no opening hours data retrieved at all.", "timestamp": "2026-10-16T04:19:01.611Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran two separate actor runs with overlapping search queries (e.g., 'Sculpt Clinic' appeared multiple times across both runs), and the approach of searching for individual gym names rather than a single 'top 20 gyms Miami' query was inefficient and still didn't reach 20 gyms.", "timestamp": "2026-10-16T04:19:01.569Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The second run (Ak4e6TQWqEkE8HDlz) was still RUNNING when the session timed out, and the agent was still polling rather than delivering a final answer; the session hit the time limit without recovery.", "timestamp": "2026-10-16T04:19:01.507Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and used the returned place names, ratings, and review counts from the actual tool results rather than inventing data.", "timestamp": "2026-10-16T04:19:01.466Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries arrays with reasonable gym-related terms and set maxReviews=1 to minimize cost, which is sensible given the tool chosen, but the tool itself was wrong for the task.", "timestamp": "2026-10-16T04:19:01.396Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used get_anything/google-maps-reviews-scraper instead of the intended compass/crawler-google-places, which is a reviews scraper rather than a place discovery/listing tool suited for finding top 20 gyms with opening hours.", "timestamp": "2026-10-16T04:19:01.355Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-16T04:18:27.806Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-16T04:18:27.770Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): get_anything/google-maps-reviews-scraper run Ak4e6TQWqEkE8HDlz: RUNNING", "timestamp": "2026-10-16T04:18:27.694Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"compass/crawler-google-places\"", "timestamp": "2026-10-16T04:18:27.659Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used get_anything/google-maps-reviews-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-16T04:18:27.534Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "contact-info-scraper-usage-two-domains-shallow", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:13:33.505Z", "day": "2026-10-16", "traceId": "a9ba384d3aaa0f65794d6bd41f9b06b8", "observationId": "ae95b3fc21c39fe1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a9ba384d3aaa0f65794d6bd41f9b06b8?observation=ae95b3fc21c39fe1", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "use", "title": "contact-info / use / two-domains-shallow", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-16T04:18:51.185Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-16T04:18:51.066Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-16T04:18:51.024Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-16T04:18:50.973Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-16T04:18:50.925Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-16T04:18:50.878Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported emails and social profiles per domain from retrieved data; however, the fields check FAIL indicates 2 of 2 items missing 'url' field and 1 of 2 items missing 'emails' field in the dataset output, though the agent correctly reported emails where available and noted none for notion.so, fulfilling the task requirements adequately.", "timestamp": "2026-10-16T04:18:50.828Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch actor details, call actor, get dataset items — no redundant calls.", "timestamp": "2026-10-16T04:18:50.781Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly reported the emails and social profiles from the actual tool results, including hello@apify.com for apify.com and empty emails for notion.so, matching the dataset preview exactly.", "timestamp": "2026-10-16T04:18:50.733Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed both URLs as startUrls, set maxDepth=1 for one level of crawling, enabled mergeContacts=true, and sameDomain=true — all appropriate inputs confirmed by the deterministic checks passing for urls and depth.", "timestamp": "2026-10-16T04:18:50.649Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used vdrmota/contact-info-scraper, first fetching its details then calling it, which is exactly the right tool for extracting contact info from websites.", "timestamp": "2026-10-16T04:18:50.540Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:14:03.751Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-16T04:14:03.711Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-16T04:14:03.667Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 2 items ok", "timestamp": "2026-10-16T04:14:03.631Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): maxDepth", "timestamp": "2026-10-16T04:14:03.587Z", "metadata": {} }, "check.urls": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-16T04:14:03.455Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:14:03.410Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used vdrmota/contact-info-scraper", "timestamp": "2026-10-16T04:14:03.314Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails" }, { "scenarioId": "contact-info-scraper-discovery-notion-website", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:13:56.470Z", "day": "2026-10-16", "traceId": "ed16b7b67c3e9e70c5203ca8fad61687", "observationId": "9f35fa11a954e0fa", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ed16b7b67c3e9e70c5203ca8fad61687?observation=9f35fa11a954e0fa", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "find", "title": "contact-info / find / notion-website", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used mikolabs/extract-emails-and-socials-contacts-any-website; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-16T04:18:49.703Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used mikolabs/extract-emails-and-socials-contacts-any-website; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-16T04:18:49.581Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "mikolabs/extract-emails-and-socials-contacts-any-website", "comment": "Actors the agent ran: mikolabs/extract-emails-and-socials-contacts-any-website", "timestamp": "2026-10-16T04:18:49.520Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-16T04:18:49.476Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:18:49.429Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used mikolabs/extract-emails-and-socials-contacts-any-website; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-16T04:18:49.382Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-16T04:18:49.344Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The actor returned empty results (no emails, no social links, no phone numbers) and the agent failed to find contact info for notion.so; additionally the wrong actor was used instead of vdrmota/contact-info-scraper.", "timestamp": "2026-10-16T04:18:49.305Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent searched, fetched actor details, made one failed call, corrected it, and retrieved results - a reasonably direct path with only one unnecessary retry due to input format error.", "timestamp": "2026-10-16T04:18:49.261Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with input validation error about 'must be object', the agent correctly identified the issue and reformatted the URLs array to use object format on the retry.", "timestamp": "2026-10-16T04:18:49.223Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent correctly retrieved and reported the dataset result showing empty emails, social_links, and phone_numbers arrays from the actual API response.", "timestamp": "2026-10-16T04:18:49.135Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed due to passing URLs as plain strings instead of objects with a 'url' property; the agent corrected this on the second call with the proper format [{\"url\": \"https://www.notion.so\"}].", "timestamp": "2026-10-16T04:18:49.090Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used mikolabs/extract-emails-and-socials-contacts-any-website instead of the intended vdrmota/contact-info-scraper; while both are contact extraction actors, the deterministic check confirms the wrong actor was selected.", "timestamp": "2026-10-16T04:18:49.005Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:14:39.477Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-16T04:14:39.442Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): mikolabs/extract-emails-and-socials-contacts-any-website run : CALL-FAILED", "timestamp": "2026-10-16T04:14:39.368Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"vdrmota/contact-info-scraper\"", "timestamp": "2026-10-16T04:14:39.330Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used mikolabs/extract-emails-and-socials-contacts-any-website; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-16T04:14:39.230Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "mikolabs/extract-emails-and-socials-contacts-any-website", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used mikolabs/extract-emails-and-socials-contacts-any-website; expected vdrmota/contact-info-scraper" }, { "scenarioId": "booking-scraper-usage-amsterdam-three-adults", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:14:03.787Z", "day": "2026-10-16", "traceId": "e696a1486ac6064fbec9c6652355d1ee", "observationId": "e92ceb5dab8da578", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e696a1486ac6064fbec9c6652355d1ee?observation=e92ceb5dab8da578", "subject": "voyager/booking-scraper", "owner": "google", "skill": "use", "title": "booking / use / amsterdam-three-adults", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 10 hotels retrieved, identified the cheapest nightly price (Y Hostel at €32.33/night), and the highest-rated property (Onefam Amstel at 9.2★), fully fulfilling all three requested reporting items grounded in the retrieved data.", "timestamp": "2026-10-16T04:18:52.618Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 10 hotels retrieved, identified the cheapest nightly price (Y Hostel at €32.33/night), and the highest-rated property (Onefam Amstel at 9.2★), fully fulfilling all three requested reporting items grounded in the retrieved data.", "timestamp": "2026-10-16T04:18:52.571Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-16T04:18:52.531Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:18:52.487Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, provided correct inputs including the non-default 3 adults, utilized the retrieved data accurately, and delivered a complete answer with count, cheapest price, and highest-rated property.", "timestamp": "2026-10-16T04:18:52.430Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-16T04:18:52.383Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 hotels retrieved, identified the cheapest nightly price (Y Hostel at €32.33/night), and the highest-rated property (Onefam Amstel at 9.2★), fully fulfilling all three requested reporting items grounded in the retrieved data.", "timestamp": "2026-10-16T04:18:52.324Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 distinct tool calls in a logical sequence (fetch details → call actor → poll → get items) with two polling calls needed due to run duration, which is reasonable and not wasteful.", "timestamp": "2026-10-16T04:18:52.278Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned price and rating fields to identify Y Hostel as cheapest (€64.65 total / €32.33/night) and Onefam Amstel as highest-rated (9.2★), consistent with the tool result preview showing those exact values.", "timestamp": "2026-10-16T04:18:52.205Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set search='Amsterdam', maxItems=10, checkIn='2026-11-13', checkOut='2026-11-15' (two nights, ~4 weeks from 2026-10-16), adults=3, rooms=1, currency='EUR' — all correct and matching the task requirements including the non-default 3 adults.", "timestamp": "2026-10-16T04:18:52.161Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to read the input schema, then call-actor with voyager/booking-scraper, followed by get-actor-run to poll for completion, and get-dataset-items to retrieve results — all appropriate tools for this task.", "timestamp": "2026-10-16T04:18:52.088Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:16:14.676Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-16T04:16:14.630Z", "metadata": {} }, "check.optFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-16T04:16:14.593Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-16T04:16:14.553Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-16T04:16:14.518Z", "metadata": {} }, "check.adults": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): adults", "timestamp": "2026-10-16T04:16:14.485Z", "metadata": {} }, "check.dates": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-16T04:16:14.447Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxItems", "timestamp": "2026-10-16T04:16:14.407Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:16:14.322Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used voyager/booking-scraper", "timestamp": "2026-10-16T04:16:14.233Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 10 hotels retrieved, identified the cheapest nightly price (Y Hostel at €32.33/night), and the highest-rated property (Onefam Amstel at 9.2★), fully fulfilling all three requested reporting items grounded in the retrieved data." }, { "scenarioId": "booking-scraper-discovery-amsterdam-hotels", "experimentId": "320358dbcb32e3a4", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-16 04:00 · schedule · 4zlbv", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-16T04:14:07.184Z", "day": "2026-10-16", "traceId": "513fbdf75b31cc2be5ec8bdf3c5a3905", "observationId": "084cdbf11fe87193", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/513fbdf75b31cc2be5ec8bdf3c5a3905?observation=084cdbf11fe87193", "subject": "voyager/booking-scraper", "owner": "google", "skill": "find", "title": "booking / find / amsterdam-hotels", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-16T04:18:53.094Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-16T04:18:52.933Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "rl1987/booking-api-scraper", "comment": "Actors the agent ran: rl1987/booking-api-scraper", "timestamp": "2026-10-16T04:18:52.890Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-16T04:18:52.849Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-16T04:18:52.810Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-16T04:18:52.773Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-16T04:18:52.716Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned 10 Amsterdam hotels with prices for a two-night stay ~a month ahead, identified the cheapest (Flying Pig Uptown at $49.95), and ended with 'Actor: rl1987/booking-api-scraper'. The task is functionally complete but used the wrong actor (rl1987/booking-api-scraper instead of voyager/booking-scraper) as confirmed by the deterministic rightActor and namedActor FAIL checks.", "timestamp": "2026-10-16T04:18:52.675Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: search actors, fetch details, call actor, get dataset items — no redundant calls or backtracking.", "timestamp": "2026-10-16T04:18:52.619Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from HTDsd91SLeXIQz7Iz and directly used the returned names, prices, review scores, and addresses in its final answer without inventing data.", "timestamp": "2026-10-16T04:18:52.539Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed well-formed inputs: search='Amsterdam', checkin='2026-11-16', checkout='2026-11-18' (two nights, ~a month ahead), maxItems=10, adults=2, rooms=1, currency='USD' — all sensible and correctly typed.", "timestamp": "2026-10-16T04:18:51.771Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task. However, it selected rl1987/booking-api-scraper instead of the intended voyager/booking-scraper, which is a discoverability/selection issue but the tools themselves are appropriate for the job.", "timestamp": "2026-10-16T04:18:51.733Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "320358dbcb32e3a4", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-16T04:14:45.772Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-16T04:14:45.733Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-16T04:14:45.700Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"voyager/booking-scraper\"", "timestamp": "2026-10-16T04:14:45.607Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-16T04:14:45.554Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "rl1987/booking-api-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper" }, { "scenarioId": "zillow-zip-search-usage-scottsdale", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:00:47.130Z", "day": "2026-10-17", "traceId": "a8c50875fb9ac96123d184e1c1856a33", "observationId": "71c0b1d0e3a0588b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a8c50875fb9ac96123d184e1c1856a33?observation=71c0b1d0e3a0588b", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "use", "title": "zillow-zip-search / use / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check forSaleByOwnerTrue: maxcopell/zillow-zip-search: forSaleByOwner = false (expected true)", "timestamp": "2026-10-17T04:23:02.137Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check forSaleByOwnerTrue: maxcopell/zillow-zip-search: forSaleByOwner = false (expected true)", "timestamp": "2026-10-17T04:23:02.031Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-17T04:23:01.993Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-17T04:23:01.956Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "check forSaleByOwnerTrue: maxcopell/zillow-zip-search: forSaleByOwner = false (expected true)", "timestamp": "2026-10-17T04:23:01.917Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-17T04:23:01.868Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 results retrieved and correctly identified the cheapest home's address and price from real data, fulfilling the task requirements despite the forSaleByOwner flag being incorrect.", "timestamp": "2026-10-17T04:23:01.828Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, call actor, retrieve items — no redundant calls.", "timestamp": "2026-10-17T04:23:01.791Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the 10 dataset items and correctly identified the cheapest listing (3313 N 68TH Street #244 at $175,000) directly from the returned data, confirmed by the grounded check passing.", "timestamp": "2026-10-17T04:23:01.752Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent set zipCodes=['85251'], priceMax=800000, resultsLimit=10, forSaleByAgent=true, forRent=false, sold=false, but set forSaleByOwner=false instead of true, which the deterministic check forSaleByOwnerTrue flagged as FAIL.", "timestamp": "2026-10-17T04:23:01.705Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-17T04:23:01.657Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:01:29.322Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: forSaleByOwnerTrue", "timestamp": "2026-10-17T04:01:29.288Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 3 numbers found in Actor output", "timestamp": "2026-10-17T04:01:29.253Z", "metadata": {} }, "check.tenResults": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-17T04:01:29.219Z", "metadata": {} }, "check.priceCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): priceMax", "timestamp": "2026-10-17T04:01:29.184Z", "metadata": {} }, "check.soldFalse": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): sold", "timestamp": "2026-10-17T04:01:29.145Z", "metadata": {} }, "check.forRentFalse": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): forRent", "timestamp": "2026-10-17T04:01:29.106Z", "metadata": {} }, "check.forSaleByOwnerTrue": { "value": 0, "stringValue": null, "comment": "FAIL: maxcopell/zillow-zip-search: forSaleByOwner = false (expected true)", "timestamp": "2026-10-17T04:01:29.072Z", "metadata": {} }, "check.forSaleByAgentTrue": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): forSaleByAgent", "timestamp": "2026-10-17T04:01:29.035Z", "metadata": {} }, "check.requiredFlags": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-17T04:01:28.988Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:01:28.950Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/zillow-zip-search", "timestamp": "2026-10-17T04:01:28.822Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{1,3},\\d{3}/", "timestamp": "2026-10-17T04:01:28.686Z", "metadata": {} } }, "verdict": "fail", "fixArea": "input-schema", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "forSaleByOwnerTrue" ], "judgeComment": "FAIL: check forSaleByOwnerTrue: maxcopell/zillow-zip-search: forSaleByOwner = false (expected true)" }, { "scenarioId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:00:47.131Z", "day": "2026-10-17", "traceId": "84bd49fa6a71a1b52646459120d250d9", "observationId": "4db4e75f3400fd70", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/84bd49fa6a71a1b52646459120d250d9?observation=4db4e75f3400fd70", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "use", "title": "youtube-shorts / use / mrbeast-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-17T04:22:59.944Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-17T04:22:59.843Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-17T04:22:59.808Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-17T04:22:59.746Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The get-dataset-items result clearly returned 10 items including '$100,000,000 Car Doors' (viewCount: 1,361,681,564, likes: 30,000,000), but the agent's final answer table only lists 9 items, dropping the 10th entry — this is a reasoning/model failure in processing the retrieved data.", "timestamp": "2026-10-17T04:22:59.710Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-17T04:22:59.678Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 9 Shorts instead of 10 (the dataset returned 10 items but the agent's table only lists 9, omitting '$100,000,000 Car Doors'), failing to fulfill the request for 10 Shorts.", "timestamp": "2026-10-17T04:22:59.644Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence (fetch details → call actor → poll for completion → get items) with no redundant steps.", "timestamp": "2026-10-17T04:22:59.612Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor was still running after the first call-actor waitSecs=45, so the agent correctly polled with get-actor-run and waited for SUCCEEDED status before fetching results.", "timestamp": "2026-10-17T04:22:59.572Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 21 numbers in the final answer were found in Actor output, and the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-10-17T04:22:59.535Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called streamers/youtube-shorts-scraper with channels=[\"MrBeast\"], maxResultsShorts=10, and sortChannelShortsBy=\"POPULAR\", which matches the required input schema exactly.", "timestamp": "2026-10-17T04:22:59.500Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-17T04:22:59.452Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:02:26.316Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-17T04:02:26.275Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 21 numbers found in Actor output", "timestamp": "2026-10-17T04:02:26.239Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-17T04:02:26.189Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-17T04:02:26.159Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResultsShorts", "timestamp": "2026-10-17T04:02:26.123Z", "metadata": {} }, "check.sortPopular": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): sortChannelShortsBy", "timestamp": "2026-10-17T04:02:26.080Z", "metadata": {} }, "check.channelInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): channels[0]", "timestamp": "2026-10-17T04:02:26.040Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:02:26.002Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-17T04:02:25.962Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "youtube-scraper-discovery-espresso", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:00:47.132Z", "day": "2026-10-17", "traceId": "1dbb40be764cfbd01108bef54fe94c51", "observationId": "c14d589e839b89df", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1dbb40be764cfbd01108bef54fe94c51?observation=c14d589e839b89df", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "find", "title": "youtube / find / espresso", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-17T04:22:49.368Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-17T04:22:49.272Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "api-ninja/youtube-search-scraper", "comment": "Actors the agent ran: api-ninja/youtube-search-scraper", "timestamp": "2026-10-17T04:22:49.240Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-17T04:22:49.205Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:22:49.168Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-17T04:22:49.133Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-17T04:22:49.038Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent produced a list of 10 videos with titles, view counts, and channel names from the last month sorted by popularity, but used the wrong actor (api-ninja/youtube-search-scraper instead of streamers/youtube-scraper), and the deterministic checks confirm rightActor and namedActor both FAIL.", "timestamp": "2026-10-17T04:22:48.997Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search calls (one for 'YouTube videos' and one for 'YouTube search scraper'), fetched actor details, made two actor calls (one failed due to input validation), and one dataset fetch — a reasonably direct path with only one avoidable extra search call.", "timestamp": "2026-10-17T04:22:48.966Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed due to maxResults=10 being below the minimum of 20, the agent immediately corrected the input and resubmitted with maxResults=20, successfully completing the run.", "timestamp": "2026-10-17T04:22:48.930Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items with the specific fields title, viewCount, and channelTitle, and directly used the returned data to populate the final answer table.", "timestamp": "2026-10-17T04:22:48.894Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent initially used maxResults=10 which failed validation (minimum is 20), then corrected to maxResults=20 with uploadDate='month', sortBy='popularity', and videoDepthDetails='standard' — all sensible parameters for the task.", "timestamp": "2026-10-17T04:22:48.853Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for YouTube scraper actors and selected api-ninja/youtube-search-scraper, which can search YouTube by keyword with date and sort filters, but the intended/correct actor was streamers/youtube-scraper. The first search returned streamers/youtube-video-downloader (not the scraper), and the second search returned api-ninja/youtube-search-scraper first, which the agent chose instead of the correct streamers/youtube-scraper.", "timestamp": "2026-10-17T04:22:48.802Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:01:42.193Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-17T04:01:42.153Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): api-ninja/youtube-search-scraper run : CALL-FAILED", "timestamp": "2026-10-17T04:01:42.108Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"streamers/youtube-scraper\"", "timestamp": "2026-10-17T04:01:42.071Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-17T04:01:42.036Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "api-ninja/youtube-search-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper" }, { "scenarioId": "tiktok-scraper-usage-protein-coffee", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:00:47.132Z", "day": "2026-10-17", "traceId": "0c9075a8ff3d1fe56836e3378e19287a", "observationId": "d9ee8f0e0126eb2e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0c9075a8ff3d1fe56836e3378e19287a?observation=d9ee8f0e0126eb2e", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "use", "title": "tiktok / use / protein-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 10 numbers not in Actor output: 499,100", "timestamp": "2026-10-17T04:22:56.503Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 10 numbers not in Actor output: 499,100", "timestamp": "2026-10-17T04:22:56.412Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-17T04:22:56.380Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:22:56.346Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 10 numbers not in Actor output: 499,100", "timestamp": "2026-10-17T04:22:56.308Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-17T04:22:56.258Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 10 videos with play counts, but the grounded check confirms that 499,100 for ronnibeauty was not in the actor output (actual was 465,100), and ranks 5 and 9 (daddyjai09 with 247,600 and cjoskerrr with 139,400) appear to be fabricated as they weren't visible in the dataset preview.", "timestamp": "2026-10-17T04:22:56.223Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made multiple polling calls waiting for the first run (which ultimately failed), then retried with a simpler configuration; while not perfectly efficient, the polling was necessary and the retry was appropriate.", "timestamp": "2026-10-17T04:22:56.187Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first run with videoSearchSorting='MOST_LIKED' appeared stuck with 0 items after ~3 minutes, the agent aborted it and retried with simpler parameters, successfully getting 50 items on the second run.", "timestamp": "2026-10-17T04:22:56.148Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved 31 items from the dataset and used the actual playCount values from the data, but the grounded check confirms that 499,100 (rank 3, ronnibeauty) was not present in the actor output - the actual value was 465,100 per the preview.", "timestamp": "2026-10-17T04:22:56.107Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used searchQueries with 'protein coffee recipe', searchSection '/video', and resultsPerPage 50 in the second run, which are all valid parameters per the input schema.", "timestamp": "2026-10-17T04:22:56.072Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, abort-actor-run, and get-dataset-items with the clockworks/tiktok-scraper actor as specified in the task.", "timestamp": "2026-10-17T04:22:56.033Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:05:45.871Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-17T04:05:45.832Z", "metadata": {} }, "check.grounded": { "value": 0.9, "stringValue": null, "comment": "FAIL: 1 of 10 numbers not in Actor output: 499,100", "timestamp": "2026-10-17T04:05:45.793Z", "metadata": {} }, "check.plays": { "value": 1, "stringValue": null, "comment": "PASS (warn): 50 items ok", "timestamp": "2026-10-17T04:05:45.755Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:05:45.719Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-scraper", "timestamp": "2026-10-17T04:05:45.640Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-17T04:05:45.592Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 10 numbers not in Actor output: 499,100" }, { "scenarioId": "youtube-shorts-scraper-discovery-mrbeast-popular", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:00:47.132Z", "day": "2026-10-17", "traceId": "07da9e499f131d9e6a08bbe57470f502", "observationId": "74e556e457fd5a07", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/07da9e499f131d9e6a08bbe57470f502?observation=74e556e457fd5a07", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "find", "title": "youtube-shorts / find / mrbeast-popular", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned all 10 most popular MrBeast Shorts with titles, view counts, likes, and URLs, and ended with the required 'Actor: streamers/youtube-shorts-scraper' line.", "timestamp": "2026-10-17T04:22:52.875Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned all 10 most popular MrBeast Shorts with titles, view counts, likes, and URLs, and ended with the required 'Actor: streamers/youtube-shorts-scraper' line.", "timestamp": "2026-10-17T04:22:52.840Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: streamers/youtube-shorts-scraper", "timestamp": "2026-10-17T04:22:52.797Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-17T04:22:52.764Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:22:52.728Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified and used the right actor, formed proper inputs, utilized the results accurately, and completed the task fully.", "timestamp": "2026-10-17T04:22:52.690Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-17T04:22:52.649Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned all 10 most popular MrBeast Shorts with titles, view counts, likes, and URLs, and ended with the required 'Actor: streamers/youtube-shorts-scraper' line.", "timestamp": "2026-10-17T04:22:52.613Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls in a logical sequence: search, fetch details, call actor, poll run, get results — no redundant steps.", "timestamp": "2026-10-17T04:22:52.576Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned titles, view counts, likes, and URLs in the final answer, matching the dataset preview exactly.", "timestamp": "2026-10-17T04:22:52.545Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with channels=['MrBeast'], maxResultsShorts=10, and sortChannelShortsBy='POPULAR', which are all correct and well-formed inputs for retrieving the 10 most popular Shorts.", "timestamp": "2026-10-17T04:22:52.513Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly searched for YouTube Shorts scrapers and selected streamers/youtube-shorts-scraper, which is the intended actor for this task.", "timestamp": "2026-10-17T04:22:52.472Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:02:06.185Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-17T04:02:06.152Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{3,}/", "timestamp": "2026-10-17T04:02:06.115Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:02:06.029Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"streamers/youtube-shorts-scraper\"", "timestamp": "2026-10-17T04:02:05.997Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-17T04:02:05.930Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned all 10 most popular MrBeast Shorts with titles, view counts, likes, and URLs, and ended with the required 'Actor: streamers/youtube-shorts-scraper' line." }, { "scenarioId": "youtube-scraper-usage-espresso-engagement", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:00:47.132Z", "day": "2026-10-17", "traceId": "acbdf1f66c7f3e71236b3bc7ad369fc4", "observationId": "afe3b363f8722647", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/acbdf1f66c7f3e71236b3bc7ad369fc4?observation=afe3b363f8722647", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "use", "title": "youtube / use / espresso-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements.", "timestamp": "2026-10-17T04:22:53.239Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements.", "timestamp": "2026-10-17T04:22:53.204Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-17T04:22:53.168Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:22:53.115Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor used, correct inputs, results grounded in retrieved data, efficient 3-step plan, and complete answer delivered.", "timestamp": "2026-10-17T04:22:53.084Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-17T04:22:53.038Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements.", "timestamp": "2026-10-17T04:22:53.004Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve results — no redundant steps.", "timestamp": "2026-10-17T04:22:52.963Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 12 numbers in the final answer were found in the Actor output; the agent directly used the dataset items returned.", "timestamp": "2026-10-17T04:22:52.928Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries=[\"home espresso machine review\"] and maxResults=5 to the actor, which are the correct fields per the input schema.", "timestamp": "2026-10-17T04:22:52.887Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-17T04:22:52.813Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:01:38.959Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-17T04:01:38.924Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 12 numbers found in Actor output", "timestamp": "2026-10-17T04:01:38.889Z", "metadata": {} }, "check.engagementFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-17T04:01:38.802Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-17T04:01:38.770Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-17T04:01:38.734Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:01:38.699Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-scraper", "timestamp": "2026-10-17T04:01:38.623Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-17T04:01:38.549Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements." }, { "scenarioId": "tiktok-scraper-discovery-cleantok", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:01:29.508Z", "day": "2026-10-17", "traceId": "935a1229979d43220ee2901458273382", "observationId": "123c3bee95fe8dbd", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/935a1229979d43220ee2901458273382?observation=123c3bee95fe8dbd", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "find", "title": "tiktok / find / cleantok", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-17T04:22:45.624Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-17T04:22:45.371Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "memo23/tiktok-hashtag-scraper", "comment": "Actors the agent ran: memo23/tiktok-hashtag-scraper", "timestamp": "2026-10-17T04:22:45.066Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-17T04:22:44.869Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-17T04:22:44.671Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-17T04:22:44.634Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-17T04:22:44.598Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 #cleantok videos, summarized content themes (ASMR, organization, professional cleaning, hacks), provided real engagement numbers, and ended with the required 'Actor: memo23/tiktok-hashtag-scraper' line, fulfilling all task requirements despite using a non-intended actor.", "timestamp": "2026-10-17T04:22:44.561Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: search, fetch details, run actor, get results — no redundant steps.", "timestamp": "2026-10-17T04:22:44.526Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used real engagement numbers from the dataset (e.g., 53.4M plays, 5.2M likes for theorganizedaddict; 27.5M plays for cee.me.asmr) directly from the retrieved items.", "timestamp": "2026-10-17T04:22:44.490Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed hashtags:[\"cleantok\"] and maxResultsPerHashtag:20 to the actor, which are well-formed and correct for the task.", "timestamp": "2026-10-17T04:22:44.443Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task, though it picked memo23/tiktok-hashtag-scraper instead of the intended clockworks/tiktok-scraper.", "timestamp": "2026-10-17T04:22:44.402Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:02:18.797Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-17T04:02:18.761Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:02:18.730Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-scraper\"", "timestamp": "2026-10-17T04:02:18.659Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-17T04:02:18.566Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "memo23/tiktok-hashtag-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper" }, { "scenarioId": "tiktok-profile-scraper-usage-apifylife-latest-five", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:01:38.989Z", "day": "2026-10-17", "traceId": "54e0e752e5d7c5a36d909a97e071f6d0", "observationId": "1a530330e78fba8e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/54e0e752e5d7c5a36d909a97e071f6d0?observation=1a530330e78fba8e", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "use", "title": "tiktok-profile / use / apifylife-latest-five", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer correctly reports the follower count (193) and lists all 5 most recent videos with their play counts (270, 584, 811, 742, 15400), all grounded in the retrieved data.", "timestamp": "2026-10-17T04:22:43.285Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer correctly reports the follower count (193) and lists all 5 most recent videos with their play counts (270, 584, 811, 742, 15400), all grounded in the retrieved data.", "timestamp": "2026-10-17T04:22:43.231Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-17T04:22:43.195Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:22:43.160Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor selected, proper inputs used, results fully utilized, efficient plan, and complete accurate answer delivered.", "timestamp": "2026-10-17T04:22:43.123Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-17T04:22:43.081Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer correctly reports the follower count (193) and lists all 5 most recent videos with their play counts (270, 584, 811, 742, 15400), all grounded in the retrieved data.", "timestamp": "2026-10-17T04:22:43.020Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run the actor, retrieve dataset items — no redundant calls or backtracking.", "timestamp": "2026-10-17T04:22:42.979Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 9 numbers in the final answer were found in the Actor output; the agent used actual dataset fields (playCount, authorMeta.fans, createTimeISO, text) from the retrieved items.", "timestamp": "2026-10-17T04:22:42.904Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called clockworks/tiktok-profile-scraper with profiles=['apifylife'], profileSorting='latest', and resultsPerPage=5, which are all correct and well-formed inputs matching the task requirements.", "timestamp": "2026-10-17T04:22:42.870Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with clockworks/tiktok-profile-scraper, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-17T04:22:42.787Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:02:41.012Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-17T04:02:40.971Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 9 numbers found in Actor output", "timestamp": "2026-10-17T04:02:40.928Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-17T04:02:40.884Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-17T04:02:40.811Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsPerPage", "timestamp": "2026-10-17T04:02:40.772Z", "metadata": {} }, "check.profileInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): profiles[0]", "timestamp": "2026-10-17T04:02:40.722Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:02:40.636Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-17T04:02:40.525Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer correctly reports the follower count (193) and lists all 5 most recent videos with their play counts (270, 584, 811, 742, 15400), all grounded in the retrieved data." }, { "scenarioId": "tiktok-profile-scraper-discovery-apifylife-followers", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:01:42.393Z", "day": "2026-10-17", "traceId": "e6fe53e0f857f587717b1edf6bbf05c5", "observationId": "cbc0e90fdd30f100", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e6fe53e0f857f587717b1edf6bbf05c5?observation=cbc0e90fdd30f100", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "find", "title": "tiktok-profile / find / apifylife-followers", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides the follower count (193) and all 5 most recent videos with captions, dates, like counts, and URLs, fully satisfying the task requirements, and ends with 'Actor: clockworks/tiktok-profile-scraper' as required.", "timestamp": "2026-10-17T04:22:44.437Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides the follower count (193) and all 5 most recent videos with captions, dates, like counts, and URLs, fully satisfying the task requirements, and ends with 'Actor: clockworks/tiktok-profile-scraper' as required.", "timestamp": "2026-10-17T04:22:44.393Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-profile-scraper", "timestamp": "2026-10-17T04:22:44.353Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-17T04:22:44.291Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:22:44.244Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered the right actor, used proper inputs, retrieved real data, and delivered a complete answer.", "timestamp": "2026-10-17T04:22:44.206Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-17T04:22:44.170Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides the follower count (193) and all 5 most recent videos with captions, dates, like counts, and URLs, fully satisfying the task requirements, and ends with 'Actor: clockworks/tiktok-profile-scraper' as required.", "timestamp": "2026-10-17T04:22:44.133Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search-actors, fetch-actor-details, call-actor, get-dataset-items) in a logical sequence with no redundant calls or backtracking.", "timestamp": "2026-10-17T04:22:44.094Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly used the authorMeta.fans (193), video text captions, createTimeISO dates, diggCount likes, and webVideoUrls from the actual scraped data in its final answer.", "timestamp": "2026-10-17T04:22:44.060Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed profiles=['apifylife'], profileScrapeSections=['videos'], profileSorting='latest', and resultsPerPage=5, which are all correct and well-formed inputs matching the schema requirements.", "timestamp": "2026-10-17T04:22:44.024Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified clockworks/tiktok-profile-scraper as the right tool for a single profile lookup, confirmed by the deterministic check rightActor: PASS.", "timestamp": "2026-10-17T04:22:43.986Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:02:22.186Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-17T04:02:22.150Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{2,}/", "timestamp": "2026-10-17T04:02:22.114Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:02:22.074Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-profile-scraper\"", "timestamp": "2026-10-17T04:02:22.036Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-17T04:02:21.996Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides the follower count (193) and all 5 most recent videos with captions, dates, like counts, and URLs, fully satisfying the task requirements, and ends with 'Actor: clockworks/tiktok-profile-scraper' as required." }, { "scenarioId": "tiktok-comments-scraper-usage-top-level-only", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:02:06.213Z", "day": "2026-10-17", "traceId": "67eb944e9874381a8a0b34eb2f6b507a", "observationId": "b2095dd8f2df89a0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/67eb944e9874381a8a0b34eb2f6b507a?observation=b2095dd8f2df89a0", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "use", "title": "tiktok-comments / use / top-level-only", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly identified and reported the 5 highest-liked comments with their text, like counts, and authors, all grounded in the retrieved dataset.", "timestamp": "2026-10-17T04:22:36.374Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly identified and reported the 5 highest-liked comments with their text, like counts, and authors, all grounded in the retrieved dataset.", "timestamp": "2026-10-17T04:22:36.166Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-17T04:22:36.093Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:22:36.047Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly used the Actor, provided proper inputs, retrieved real data, and delivered an accurate final answer.", "timestamp": "2026-10-17T04:22:36.009Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-17T04:22:35.972Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and reported the 5 highest-liked comments with their text, like counts, and authors, all grounded in the retrieved dataset.", "timestamp": "2026-10-17T04:22:35.928Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve items — no redundant calls.", "timestamp": "2026-10-17T04:22:35.888Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 15 numbers in the final answer were found in the Actor output, and the agent correctly sorted by diggCount to identify the top 5.", "timestamp": "2026-10-17T04:22:35.848Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct video URL in postURLs, set commentsPerPost=20, topLevelCommentsPerPost=20, and maxRepliesPerComment=0, all matching the task requirements.", "timestamp": "2026-10-17T04:22:35.810Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-17T04:22:35.767Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:02:49.105Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-17T04:02:49.065Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 15 numbers found in Actor output", "timestamp": "2026-10-17T04:02:49.025Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-17T04:02:48.949Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-17T04:02:48.915Z", "metadata": {} }, "check.noReplies": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxRepliesPerComment", "timestamp": "2026-10-17T04:02:48.875Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): commentsPerPost", "timestamp": "2026-10-17T04:02:48.836Z", "metadata": {} }, "check.videoUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): postURLs[0]", "timestamp": "2026-10-17T04:02:48.791Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:02:48.711Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-17T04:02:48.621Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent correctly identified and reported the 5 highest-liked comments with their text, like counts, and authors, all grounded in the retrieved dataset." }, { "scenarioId": "tiktok-comments-scraper-discovery-video-top-comments", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:02:18.829Z", "day": "2026-10-17", "traceId": "1a2b1fdfce0e7d4767e0d76750f621f2", "observationId": "82110f7977d33dd4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1a2b1fdfce0e7d4767e0d76750f621f2?observation=82110f7977d33dd4", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "find", "title": "tiktok-comments / find / video-top-comments", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned the 5 most-liked comments with their like counts and usernames, grounded in the retrieved data, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line.", "timestamp": "2026-10-17T04:22:34.685Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned the 5 most-liked comments with their like counts and usernames, grounded in the retrieved data, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line.", "timestamp": "2026-10-17T04:22:34.634Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-comments-scraper", "timestamp": "2026-10-17T04:22:34.566Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-17T04:22:34.525Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:22:34.483Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered the right actor, ran it with proper inputs, utilized the results accurately, and delivered a complete answer.", "timestamp": "2026-10-17T04:22:34.442Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-17T04:22:34.407Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned the 5 most-liked comments with their like counts and usernames, grounded in the retrieved data, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line.", "timestamp": "2026-10-17T04:22:34.371Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls in a logical sequence: search, fetch details, call actor, poll for completion, get dataset items — a direct and efficient path.", "timestamp": "2026-10-17T04:22:34.335Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 100 dataset items with diggCount and text fields, then correctly sorted them to identify the top 5 most-liked comments, all of which match the data visible in the tool result preview.", "timestamp": "2026-10-17T04:22:34.295Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct video URL in postURLs and set commentsPerPost to 100, which are well-formed inputs matching the actor's input schema.", "timestamp": "2026-10-17T04:22:34.258Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for TikTok comment scrapers and correctly selected clockworks/tiktok-comments-scraper, which is the intended subject per the facts.", "timestamp": "2026-10-17T04:22:34.219Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:03:28.217Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-17T04:03:28.177Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-17T04:03:28.145Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:03:28.114Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-comments-scraper\"", "timestamp": "2026-10-17T04:03:28.078Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-17T04:03:28.036Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned the 5 most-liked comments with their like counts and usernames, grounded in the retrieved data, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line." }, { "scenarioId": "indeed-scraper-usage-swe-skills", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:02:22.225Z", "day": "2026-10-17", "traceId": "8ac90d3364eea86372657f3828c02c7c", "observationId": "ccb125bfdfc5fd82", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8ac90d3364eea86372657f3828c02c7c?observation=ccb125bfdfc5fd82", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "use", "title": "indeed / use / swe-skills", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 20 real software engineer job postings, analyzed their descriptions for skill frequency, and reported the top 5 skills (Git, Python, JavaScript, React, AWS) with counts and percentages, fully satisfying the task.", "timestamp": "2026-10-17T04:22:32.097Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 20 real software engineer job postings, analyzed their descriptions for skill frequency, and reported the top 5 skills (Git, Python, JavaScript, React, AWS) with counts and percentages, fully satisfying the task.", "timestamp": "2026-10-17T04:22:32.058Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-17T04:22:31.975Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:22:31.933Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the actor ran successfully, the agent handled the python3 error gracefully, and the final answer is grounded in the retrieved descriptions.", "timestamp": "2026-10-17T04:22:31.900Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-17T04:22:31.861Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 real software engineer job postings, analyzed their descriptions for skill frequency, and reported the top 5 skills (Git, Python, JavaScript, React, AWS) with counts and percentages, fully satisfying the task.", "timestamp": "2026-10-17T04:22:31.804Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct path: fetch actor details → run actor → get dataset → analyze with bash (with one minor detour when python3 was unavailable), with no unnecessary repetition.", "timestamp": "2026-10-17T04:22:31.752Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When python3 was not found (exit code 127), the agent immediately pivoted to a pure bash implementation that successfully produced the skill counts.", "timestamp": "2026-10-17T04:22:31.718Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent saved descriptions to /tmp/descriptions.txt via jq from the actual dataset file and ran a bash skill-counting script against those real descriptions, producing counts grounded in retrieved data.", "timestamp": "2026-10-17T04:22:31.682Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called misceres/indeed-scraper with position='software engineer', maxItemsPerSearch=20, country='US', which is well-formed; however the deterministic check flags that 'maxItems' is missing — but the actor uses 'maxItemsPerSearch' which the agent did supply correctly per the schema, so the cap warning is a harness naming mismatch rather than an agent error.", "timestamp": "2026-10-17T04:22:31.646Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, and Bash — all appropriate tools for scraping Indeed and analyzing descriptions.", "timestamp": "2026-10-17T04:22:31.612Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:03:23.123Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-17T04:03:23.075Z", "metadata": {} }, "check.descriptions": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-17T04:03:23.043Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-17T04:03:23.008Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): misceres/indeed-scraper: maxItems is missing (expected at most 20)", "timestamp": "2026-10-17T04:03:22.969Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:03:22.936Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used misceres/indeed-scraper", "timestamp": "2026-10-17T04:03:22.855Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-10-17T04:03:22.778Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "PASS: The agent retrieved 20 real software engineer job postings, analyzed their descriptions for skill frequency, and reported the top 5 skills (Git, Python, JavaScript, React, AWS) with counts and percentages, fully satisfying the task." }, { "scenarioId": "indeed-scraper-discovery-denver-marketing", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:02:26.352Z", "day": "2026-10-17", "traceId": "764971aeb5206be2204b9a75c04c0eaa", "observationId": "6a5cd501cb4ed229", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/764971aeb5206be2204b9a75c04c0eaa?observation=6a5cd501cb4ed229", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "find", "title": "indeed / find / denver-marketing", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used kaix/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-17T04:22:31.464Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used kaix/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-17T04:22:31.370Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "kaix/indeed-scraper", "comment": "Actors the agent ran: kaix/indeed-scraper", "timestamp": "2026-10-17T04:22:31.323Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-17T04:22:31.283Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-17T04:22:31.246Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used kaix/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-17T04:22:31.211Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-17T04:22:31.158Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a table of 10 Indeed postings with salaries and company ratings for marketing coordinator roles in Denver, CO, fulfilling the benchmarking request, though it used kaix/indeed-scraper instead of the intended misceres/indeed-scraper and the final line names the wrong actor.", "timestamp": "2026-10-17T04:22:31.102Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: search actors, fetch details, call actor, get results — no redundant calls or backtracking.", "timestamp": "2026-10-17T04:22:31.063Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned fields (title.text, company.name, salary.min, salary.max, company.ratings.overall, company.ratings.reviewCount) to populate the benchmark table in the final answer.", "timestamp": "2026-10-17T04:22:30.981Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called kaix/indeed-scraper with keyword='marketing coordinator', location='Denver, CO', country='US', maxItems=10, searchMode='rich' — all well-formed and sensible inputs for the task.", "timestamp": "2026-10-17T04:22:30.942Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task. However, it selected kaix/indeed-scraper instead of the intended misceres/indeed-scraper, which is a discoverability issue but the tools themselves were appropriate for the job.", "timestamp": "2026-10-17T04:22:30.892Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:03:14.670Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-17T04:03:14.588Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:03:14.554Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"misceres/indeed-scraper\"", "timestamp": "2026-10-17T04:03:14.519Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used kaix/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-17T04:03:14.430Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "kaix/indeed-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used kaix/indeed-scraper; expected misceres/indeed-scraper" }, { "scenarioId": "amazon-reviews-scraper-usage-helpful-thirty", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:02:41.047Z", "day": "2026-10-17", "traceId": "d2aff8ec8d3a81255cb0ce066a670577", "observationId": "69dd5c93cd2da91d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d2aff8ec8d3a81255cb0ce066a670577?observation=69dd5c93cd2da91d", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "use", "title": "amazon-reviews / use / helpful-thirty", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-17T04:22:27.774Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-17T04:22:27.681Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-17T04:22:27.644Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:22:27.598Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED; check productUrl: junglee/amazon-reviews-scraper: productUrls[0].url is missing (expected to match /B0CWXNS552/)", "timestamp": "2026-10-17T04:22:27.556Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-17T04:22:27.525Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered 3 praises and 3 complaints grounded in actual review data, but only retrieved 10 reviews instead of the requested 30 due to a plan limitation, and the productUrl check was marked FAIL indicating the URL was missing in the first run.", "timestamp": "2026-10-17T04:22:27.492Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made one unnecessary failed call due to incorrect input format, but otherwise the flow was direct: fetch schema, call actor (failed), fix and retry, get dataset items, summarize.", "timestamp": "2026-10-17T04:22:27.456Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "After the first call failed with 'must be object' validation error, the agent immediately corrected the productUrls format from a plain string array to an array of URL objects and successfully ran the actor on the second attempt.", "timestamp": "2026-10-17T04:22:27.413Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the dataset items and directly quoted review content (e.g., 'unbelievably accurate', speaker loudness complaint, iPhone network dependency) from the actual returned reviews in its summary.", "timestamp": "2026-10-17T04:22:27.378Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call used productUrls as a plain string array instead of an array of objects with 'url' keys, causing CALL-FAILED; the second call correctly used [{\"url\": \"https://www.amazon.com/dp/B0CWXNS552\"}] with maxReviews=30 and sort='helpful', which succeeded.", "timestamp": "2026-10-17T04:22:27.342Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-reviews-scraper, which is the exact actor named in the prompt.", "timestamp": "2026-10-17T04:22:27.304Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:03:50.735Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, productUrl", "timestamp": "2026-10-17T04:03:50.703Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-17T04:03:50.649Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-17T04:03:50.607Z", "metadata": {} }, "check.sortHelpful": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): sort", "timestamp": "2026-10-17T04:03:50.566Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxReviews", "timestamp": "2026-10-17T04:03:50.527Z", "metadata": {} }, "check.productUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper: productUrls[0].url is missing (expected to match /B0CWXNS552/)", "timestamp": "2026-10-17T04:03:50.476Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-17T04:03:50.440Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-17T04:03:50.397Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "productUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED" }, { "scenarioId": "amazon-reviews-scraper-discovery-product-complaints", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:02:49.135Z", "day": "2026-10-17", "traceId": "888258924053a5faaeb3d2cc7e2f8521", "observationId": "f40d20e835e20c70", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/888258924053a5faaeb3d2cc7e2f8521?observation=f40d20e835e20c70", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "find", "title": "amazon-reviews / find / product-complaints", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used delicious_zebu/amazon-reviews-scraper-with-advanced-filters; expected junglee/amazon-reviews-scraper", "timestamp": "2026-10-17T04:22:24.483Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used delicious_zebu/amazon-reviews-scraper-with-advanced-filters; expected junglee/amazon-reviews-scraper", "timestamp": "2026-10-17T04:22:24.388Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "delicious_zebu/amazon-reviews-scraper-with-advanced-filters", "comment": "Actors the agent ran: delicious_zebu/amazon-reviews-scraper-with-advanced-filters", "timestamp": "2026-10-17T04:22:24.336Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-17T04:22:24.300Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-17T04:22:24.263Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used delicious_zebu/amazon-reviews-scraper-with-advanced-filters; expected junglee/amazon-reviews-scraper", "timestamp": "2026-10-17T04:22:24.207Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-17T04:22:24.162Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a well-structured summary of top praises and complaints grounded in the scraped reviews, and ended with the required 'Actor:' line, though it used the wrong actor (delicious_zebu instead of junglee).", "timestamp": "2026-10-17T04:22:24.120Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search, fetch details, call actor, get dataset items — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-17T04:22:24.089Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 30 dataset items and used actual review content (e.g., specific quotes about quiet speaker, passport recovery story, battery life) to build the praises and complaints summary.", "timestamp": "2026-10-17T04:22:24.036Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct product URL, set max_reviews=30, sort_reviews_by=['helpful'], and unique_only=true, which are all sensible inputs for the task.", "timestamp": "2026-10-17T04:22:23.996Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent found junglee/amazon-reviews-scraper in the search results (first result) but chose delicious_zebu/amazon-reviews-scraper-with-advanced-filters instead; the rightActor check is FAIL because the intended actor was junglee/amazon-reviews-scraper.", "timestamp": "2026-10-17T04:22:23.958Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:03:46.339Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-17T04:03:46.303Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:03:46.210Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"junglee/amazon-reviews-scraper\"", "timestamp": "2026-10-17T04:03:46.168Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used delicious_zebu/amazon-reviews-scraper-with-advanced-filters; expected junglee/amazon-reviews-scraper", "timestamp": "2026-10-17T04:03:46.082Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "delicious_zebu/amazon-reviews-scraper-with-advanced-filters", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used delicious_zebu/amazon-reviews-scraper-with-advanced-filters; expected junglee/amazon-reviews-scraper" }, { "scenarioId": "amazon-crawler-usage-earbuds-search-url", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:03:14.703Z", "day": "2026-10-17", "traceId": "dd95ba4831696c4b0a83ffcc99ad2344", "observationId": "30ea3486c9258d36", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/dd95ba4831696c4b0a83ffcc99ad2344?observation=30ea3486c9258d36", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "use", "title": "amazon / use / earbuds-search-url", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-17T04:22:20.221Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-17T04:22:20.130Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-17T04:22:20.092Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-17T04:22:20.057Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED; check searchUrl: junglee/amazon-crawler: categoryOrProductUrls[0].url is missing (expected to match /amazon\\.com/s\\?k=wireless\\+earbuds/)", "timestamp": "2026-10-17T04:22:20.006Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-17T04:22:19.969Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent successfully listed 10 products with prices and ratings from the scraped data, fulfilling the task, though the run used maxItemsPerStartUrl=15 instead of 10 and returned 15 items (only 10 were reported).", "timestamp": "2026-10-17T04:22:19.934Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed two call-actor attempts due to the input schema error on the first try, but otherwise the flow was direct: fetch details, call actor, get dataset items.", "timestamp": "2026-10-17T04:22:19.871Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed due to input validation (URL not wrapped in object), the agent correctly identified the issue and fixed the format in the second call, which succeeded.", "timestamp": "2026-10-17T04:22:19.832Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the dataset items returned by get-dataset-items to populate the final answer table with actual product titles, prices, and ratings from the scraped data.", "timestamp": "2026-10-17T04:22:19.800Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call failed because categoryOrProductUrls was passed as an array of strings instead of objects with a 'url' property. The second call correctly used [{\"url\": \"https://www.amazon.com/s?k=wireless+earbuds\"}] but set maxItemsPerStartUrl to 15 instead of 10, violating the cap requirement.", "timestamp": "2026-10-17T04:22:19.765Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected junglee/amazon-crawler and used fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-17T04:22:19.718Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:04:11.861Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, searchUrl", "timestamp": "2026-10-17T04:04:11.814Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-17T04:04:11.774Z", "metadata": {} }, "check.field": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 1 of 15 items fail price exists undefined", "timestamp": "2026-10-17T04:04:11.736Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 15 items, expected at most 10", "timestamp": "2026-10-17T04:04:11.705Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): junglee/amazon-crawler: maxItemsPerStartUrl = 15 (expected at most 10)", "timestamp": "2026-10-17T04:04:11.673Z", "metadata": {} }, "check.searchUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler: categoryOrProductUrls[0].url is missing (expected to match /amazon\\.com/s\\?k=wireless\\+earbuds/)", "timestamp": "2026-10-17T04:04:11.636Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-17T04:04:11.551Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-crawler", "timestamp": "2026-10-17T04:04:11.469Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "field", "items", "cap", "searchUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED" }, { "scenarioId": "amazon-crawler-discovery-wireless-earbuds", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:03:23.155Z", "day": "2026-10-17", "traceId": "73a88ff54d487b02bef42b00f472ec0f", "observationId": "36ce737cbfc56e27", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/73a88ff54d487b02bef42b00f472ec0f?observation=36ce737cbfc56e27", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "find", "title": "amazon / find / wireless-earbuds", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned a complete table of 10 wireless earbuds with prices (e.g., $29.99) and ratings from actual scraped data, and correctly attributed the actor as junglee/amazon-crawler.", "timestamp": "2026-10-17T04:22:20.610Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned a complete table of 10 wireless earbuds with prices (e.g., $29.99) and ratings from actual scraped data, and correctly attributed the actor as junglee/amazon-crawler.", "timestamp": "2026-10-17T04:22:20.565Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: powerai/amazon-product-search-scraper, junglee/Amazon-crawler", "timestamp": "2026-10-17T04:22:20.519Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-17T04:22:20.485Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:22:20.423Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "The agent first tried powerai/amazon-product-search-scraper (which returned 0 items and had input validation issues) before switching to the intended junglee/Amazon-crawler, causing 2 extra actor runs. Better ranking or clearer differentiation in store search results would have led the agent directly to junglee/Amazon-crawler.", "timestamp": "2026-10-17T04:22:20.368Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-17T04:22:20.319Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned a complete table of 10 wireless earbuds with prices (e.g., $29.99) and ratings from actual scraped data, and correctly attributed the actor as junglee/amazon-crawler.", "timestamp": "2026-10-17T04:22:20.226Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 actor runs (exceeding the expected maximum of 3) due to trying powerai first (2 runs with errors) before switching to junglee/Amazon-crawler (2 runs with one input error), which is confirmed by the ranOk FAIL deterministic check.", "timestamp": "2026-10-17T04:22:20.190Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent encountered three errors: powerai actor requiring maxResults>=20 (fixed by setting 20), junglee actor input validation failure for wrong URL format (fixed by wrapping in object), and powerai returning 0 items (switched to junglee/Amazon-crawler); all were handled appropriately.", "timestamp": "2026-10-17T04:22:20.153Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from the junglee/Amazon-crawler run and directly used the returned title, price.value, price.currency, stars, and reviewsCount fields in the final answer table.", "timestamp": "2026-10-17T04:22:20.122Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call to junglee/Amazon-crawler failed because the URL was passed as a plain string instead of an object with a 'url' key; the agent corrected this on the retry with the proper format [{\"url\": \"...\"}].", "timestamp": "2026-10-17T04:22:20.086Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/Amazon-crawler (the intended actor) after initially trying powerai/amazon-product-search-scraper, and also used search-actors, fetch-actor-details, and get-dataset-items appropriately.", "timestamp": "2026-10-17T04:22:20.015Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:04:42.515Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-17T04:04:42.477Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-17T04:04:42.439Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-10-17T04:04:42.403Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-crawler\"", "timestamp": "2026-10-17T04:04:42.335Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/Amazon-crawler", "timestamp": "2026-10-17T04:04:42.247Z", "metadata": {} } }, "verdict": "pass", "fixArea": "discoverability", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "PASS: The agent returned a complete table of 10 wireless earbuds with prices (e.g., $29.99) and ratings from actual scraped data, and correctly attributed the actor as junglee/amazon-crawler." }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:03:28.250Z", "day": "2026-10-17", "traceId": "daafc838a5dabf00c3448f78623cdc09", "observationId": "39e67474ff07ad3d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/daafc838a5dabf00c3448f78623cdc09?observation=39e67474ff07ad3d", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 5 Actor run(s), expected at most 2", "timestamp": "2026-10-17T04:22:15.163Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 5 Actor run(s), expected at most 2", "timestamp": "2026-10-17T04:22:15.063Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-17T04:22:15.015Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:22:14.972Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 5 Actor run(s), expected at most 2", "timestamp": "2026-10-17T04:22:14.938Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "14 tool calls valid", "timestamp": "2026-10-17T04:22:14.895Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns without delivering a final summary report; saveHtml was never correctly enabled (deterministic FAIL); only 3 pages were crawled instead of up to 10; and the agent's last message was mid-process ('Let me verify...') rather than a completed report.", "timestamp": "2026-10-17T04:22:14.854Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 5 actor runs (deterministic check FAIL: expected at most 2) due to repeated attempts to get more than 1 page, and the final run only got 3 pages instead of up to 10, indicating inefficient iteration without resolving the core issue.", "timestamp": "2026-10-17T04:22:14.815Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first run returned only 1 page (platform URL redirecting to homepage), the agent tried adding maxCrawlDepth, then useSitemaps, then multiple start URLs — reasonable recovery attempts that eventually yielded 3 pages.", "timestamp": "2026-10-17T04:22:14.784Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and key-value store records and used the actual htmlUrl values and page content from the API responses to verify HTML was saved.", "timestamp": "2026-10-17T04:22:14.749Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent used correct startUrls, includeUrlGlobs with proper glob object format, maxCrawlPages:10, and saveHtmlAsFile:true. However, the deterministic check confirms saveHtml was missing/not recognized across all 5 runs — the field saveHtmlAsFile was used but the check expected saveHtml=true, indicating the wrong field name was used.", "timestamp": "2026-10-17T04:22:14.712Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/website-content-crawler and used fetch-actor-details, call-actor, get-dataset-items, get-actor-run, and get-key-value-store-record — all appropriate tools for the task.", "timestamp": "2026-10-17T04:22:14.670Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:07:30.416Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-17T04:07:30.376Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 6 items ok", "timestamp": "2026-10-17T04:07:30.326Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true)", "timestamp": "2026-10-17T04:07:30.291Z", "metadata": {} }, "check.sectionFilter": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 5 run(s): includeUrlGlobs", "timestamp": "2026-10-17T04:07:30.254Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 5 run(s): maxCrawlPages", "timestamp": "2026-10-17T04:07:30.194Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 5 run(s): startUrls[0].url", "timestamp": "2026-10-17T04:07:30.151Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 5 Actor run(s), expected at most 2", "timestamp": "2026-10-17T04:07:30.067Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-17T04:07:29.987Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "saveHtml", "ranOk" ], "judgeComment": "FAIL: check ranOk: 5 Actor run(s), expected at most 2" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:03:46.370Z", "day": "2026-10-17", "traceId": "305fc69bd3fb5815fc267c3fbe068523", "observationId": "948d6806e966a6d2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/305fc69bd3fb5815fc267c3fbe068523?observation=948d6806e966a6d2", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run a1R259bSemUMfugLe (bikram07/web-to-markdown-crawl4ai) FAILED", "timestamp": "2026-10-17T04:22:13.540Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:22:13.449Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The search-actors call with 'web markdown LLM text extraction' returned third-party actors but not apify/website-content-crawler, causing the agent to never find the intended official Actor; a second search for 'web crawler sitemap' also missed it, leading to use of wrong actors throughout the run.", "timestamp": "2026-10-17T04:22:13.414Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-17T04:22:13.378Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task asked for apify/website-content-crawler specifically (as the correct tool for LLM-ready text), the agent used wrong actors (bikram07/web-to-markdown-crawl4ai and actorify/domainforge-llm-dataset-builder), and the crawl did not stay within docs.apify.com/academy (it crawled docs.apify.com broadly), though it did report 19 pages and 5 real titles.", "timestamp": "2026-10-17T04:22:13.342Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 9 tool calls including an unnecessary first failed call due to wrong input format, a second failed actor run, and an extra search — but the recovery path was reasonably direct given the failures.", "timestamp": "2026-10-17T04:22:13.305Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When bikram07/web-to-markdown-crawl4ai failed (both input validation error and then a FAILED run), the agent searched for an alternative and successfully ran actorify/domainforge-llm-dataset-builder.", "timestamp": "2026-10-17T04:22:13.245Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned by get-dataset-items (19 items with real titles like 'Apify Academy | Academy | Apify Documentation') to populate its final answer, not invented data.", "timestamp": "2026-10-17T04:22:13.203Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "After the first input validation error (startUrls as plain strings instead of objects), the agent correctly fixed the format to [{\"url\": \"...\"}] for the second call; the domainforge call also used correct object format with appropriate maxCrawlPages=20.", "timestamp": "2026-10-17T04:22:13.164Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for LLM-ready web crawlers and selected bikram07/web-to-markdown-crawl4ai first, then fell back to actorify/domainforge-llm-dataset-builder — neither is the intended apify/website-content-crawler, which is the canonical Apify-official Actor for this use case.", "timestamp": "2026-10-17T04:22:13.121Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run a1R259bSemUMfugLe (bikram07/web-to-markdown-crawl4ai) FAILED", "timestamp": "2026-10-17T04:05:18.773Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, startUrl", "timestamp": "2026-10-17T04:05:18.737Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): bikram07/web-to-markdown-crawl4ai: maxCrawlPages is missing (expected at most 20); bikram07/web-to-markdown-crawl4ai: maxCrawlPages is missing (expected at most 20)", "timestamp": "2026-10-17T04:05:18.702Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: bikram07/web-to-markdown-crawl4ai: startUrls[0].url is missing (expected to match /docs\\.apify\\.com/academy/)", "timestamp": "2026-10-17T04:05:18.650Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): bikram07/web-to-markdown-crawl4ai run : CALL-FAILED; bikram07/web-to-markdown-crawl4ai run a1R259bSemUMfugLe: FAILED", "timestamp": "2026-10-17T04:05:18.582Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-17T04:05:18.503Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used bikram07/web-to-markdown-crawl4ai, actorify/domainforge-llm-dataset-builder; expected apify/website-content-crawler", "timestamp": "2026-10-17T04:05:18.417Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pageCap", "startUrl", "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "web-scraper-usage-coinmarketcap-top-ten", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:03:50.771Z", "day": "2026-10-17", "traceId": "dd0ced55276ef4dc191d81c6b308311a", "observationId": "e3e43c29944eba3a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/dd0ced55276ef4dc191d81c6b308311a?observation=e3e43c29944eba3a", "subject": "apify/web-scraper", "owner": "universe", "skill": "use", "title": "web / use / coinmarketcap-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-17T04:22:08.270Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:22:08.175Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first run returned prices but the name column only contained rank numbers (e.g., name:'1', name:'2') due to incorrect CSS selector logic in the pageFunction. The agent recognized this but then launched two more runs with different selectors that both got stuck at 0/1 pages crawled and were aborted. The agent should have either fixed the selector more carefully or presented the partial data from the first run with an explanation, rather than ending without any final answer to the user.", "timestamp": "2026-10-17T04:22:08.139Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "11 tool calls valid", "timestamp": "2026-10-17T04:22:08.104Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never delivered a final answer with the names and prices of the top 10 cryptocurrencies; the first run returned prices but no names, subsequent runs were aborted, and the agent's last message was about aborting rather than presenting results. The shape check also FAILED as no properly formatted prices ($X.XX) appeared in the final answer.", "timestamp": "2026-10-17T04:22:08.069Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 3 actor runs when at most 2 were expected (ranOk: FAIL), and the final two runs were aborted without producing data, representing unnecessary repetition that consumed time without improving results.", "timestamp": "2026-10-17T04:22:08.028Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the second and third runs got stuck (crawled 0/1 pages), the agent correctly aborted them; however, the agent never successfully resolved the missing crypto names issue and ended without presenting a final answer.", "timestamp": "2026-10-17T04:22:07.993Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the first successful run and used the actual scraped data (prices like $81,399.73) rather than inventing values, but the names were missing (only numbers returned).", "timestamp": "2026-10-17T04:22:07.962Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent provided valid inputs including startUrls with coinmarketcap.com, a pageFunction, injectJQuery, proxyConfiguration, and maxPagesPerCrawl:1 across all three runs.", "timestamp": "2026-10-17T04:22:07.892Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected apify/web-scraper for scraping CoinMarketCap, which is the intended actor named in the prompt.", "timestamp": "2026-10-17T04:22:07.800Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out; Actor run KdQDNO0JMU2pxDzq5 (apify/web-scraper) ABORTED; Actor run dEybrULLmj9Pe1qg5 (apify/web-scraper) ABORTED", "timestamp": "2026-10-17T04:08:51.584Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, shape", "timestamp": "2026-10-17T04:08:51.548Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\$\\s?\\d[\\d,]*\\.\\d{2}/", "timestamp": "2026-10-17T04:08:51.501Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-17T04:08:51.447Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 3 run(s): maxPagesPerCrawl", "timestamp": "2026-10-17T04:08:51.408Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): pageFunction", "timestamp": "2026-10-17T04:08:51.367Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): startUrls[0].url", "timestamp": "2026-10-17T04:08:51.323Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-17T04:08:51.243Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-10-17T04:08:51.151Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "shape", "ranOk" ], "judgeComment": null }, { "scenarioId": "web-scraper-discovery-waterstones-headless", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:04:11.893Z", "day": "2026-10-17", "traceId": "8237dc6df404e13fec9e673501307233", "observationId": "5d766e78e9b70254", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8237dc6df404e13fec9e673501307233?observation=5d766e78e9b70254", "subject": "apify/web-scraper", "owner": "universe", "skill": "find", "title": "web / find / waterstones-headless", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run KBbQcxffu2z3XuNU4 (apify/ai-web-scraper) FAILED", "timestamp": "2026-10-17T04:22:08.798Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:22:08.701Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent's reasoning failed in multiple ways: it omitted the required proxyConfiguration field on the second call (causing CALL-FAILED), unnecessarily switched to apify/ai-web-scraper adding an extra run, and the final call crashed due to unescaped JSON characters in the pageFunction string. The core Actor (apify/web-scraper) was correct and did succeed on run MxslOs8vWXr1J8bse, but the pageFunction selectors didn't match Waterstones' actual DOM structure - the agent should have used the debug output (itemCount:8 showing '[class*=\"product\"]' found 8 elements) to refine selectors rather than abandoning the approach.", "timestamp": "2026-10-17T04:22:08.664Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 0, "stringValue": null, "comment": "call-actor: data must have required property 'actor', data must have required property 'input', data must NOT have additional properties", "timestamp": "2026-10-17T04:22:08.622Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never successfully extracted any product names or prices from Waterstones, ran out of turns without presenting results, and the final answer is just a statement about retrying rather than showing 10 products.", "timestamp": "2026-10-17T04:22:08.588Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 Actor runs (exceeding the 3-run limit), ran 3 search-actors calls, and switched to ai-web-scraper unnecessarily, making the path inefficient with redundant searches and an extra failed run.", "timestamp": "2026-10-17T04:22:08.556Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the first run got 403 errors, the agent tried different proxy configurations and Chrome mode; however it then unnecessarily switched to apify/ai-web-scraper (which also failed) instead of continuing to refine the web-scraper approach, and the final call crashed with a JSON parse error leaving the task incomplete.", "timestamp": "2026-10-17T04:22:08.512Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent checked dataset items after each run and used the error messages (403 blocks, debug output showing itemCount:8) to inform subsequent attempts rather than inventing data.", "timestamp": "2026-10-17T04:22:08.469Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call correctly set startUrls, pageFunction, proxyConfiguration, injectJQuery, and maxPagesPerCrawl; the second call omitted proxyConfiguration causing a CALL-FAILED; the third call fixed that but used RESIDENTIAL proxy group. The final call failed due to JSON parsing error from unescaped characters.", "timestamp": "2026-10-17T04:22:08.425Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/web-scraper (the right browser-based scraper), though it also unnecessarily tried apify/ai-web-scraper which failed and added an extra run beyond the allowed 3.", "timestamp": "2026-10-17T04:22:08.385Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run KBbQcxffu2z3XuNU4 (apify/ai-web-scraper) FAILED", "timestamp": "2026-10-17T04:06:34.785Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor, pageFunction", "timestamp": "2026-10-17T04:06:34.748Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper: maxPagesPerCrawl is missing (expected at most 5)", "timestamp": "2026-10-17T04:06:34.714Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: apify/ai-web-scraper: pageFunction is missing (expected to be set)", "timestamp": "2026-10-17T04:06:34.674Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-10-17T04:06:34.589Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/web-scraper\"", "timestamp": "2026-10-17T04:06:34.550Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-10-17T04:06:34.472Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "schemaValidity", "pageCap", "pageFunction", "ranOk", "namedActor" ], "judgeComment": null }, { "scenarioId": "rag-web-browser-usage-sf-startups-markdown", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:04:42.547Z", "day": "2026-10-17", "traceId": "b5ec69ce72f94cc8cbef081965f65bb9", "observationId": "f1c2add0a300980c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b5ec69ce72f94cc8cbef081965f65bb9?observation=f1c2add0a300980c", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "use", "title": "rag-web-browser / use / sf-startups-markdown", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents all 5 results in Markdown format with URLs and two-line summaries drawn from the retrieved data, fulfilling all requirements of the task.", "timestamp": "2026-10-17T04:22:00.597Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents all 5 results in Markdown format with URLs and two-line summaries drawn from the retrieved data, fulfilling all requirements of the task.", "timestamp": "2026-10-17T04:22:00.526Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-17T04:22:00.485Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:22:00.449Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, used correct inputs, utilized retrieved data, recovered from the oversized output error, followed an efficient plan, and delivered a complete answer with URLs and summaries.", "timestamp": "2026-10-17T04:22:00.409Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-17T04:22:00.345Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents all 5 results in Markdown format with URLs and two-line summaries drawn from the retrieved data, fulfilling all requirements of the task.", "timestamp": "2026-10-17T04:22:00.304Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one fetch-actor-details call, one call-actor call, one get-dataset-items call, and two Bash/jq calls to handle the large output — a reasonably direct path with no unnecessary repetition.", "timestamp": "2026-10-17T04:22:00.267Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When get-dataset-items returned a result too large for direct display, the agent correctly pivoted to using Bash/jq to extract the needed fields from the saved file.", "timestamp": "2026-10-17T04:22:00.226Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent extracted URLs, titles, and descriptions from the actual dataset items using jq, and the final answer's URLs and summaries match the data returned (e.g., topstartups.io, fundraiseinsider.com, linkedin.com post, fi.co/50, ycombinator.com) — not invented.", "timestamp": "2026-10-17T04:22:00.130Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/rag-web-browser with query='fastest growing startups in San Francisco 2026', maxResults=5, and outputFormats=['markdown'], which matches the task requirements and the actor's input schema.", "timestamp": "2026-10-17T04:22:00.088Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to understand the schema, then call-actor with apify/rag-web-browser, and get-dataset-items to retrieve results — all appropriate tools for the task.", "timestamp": "2026-10-17T04:22:00.037Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:05:39.624Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-17T04:05:39.586Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-10-17T04:05:39.549Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-17T04:05:39.513Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-17T04:05:39.476Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): query", "timestamp": "2026-10-17T04:05:39.397Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:05:39.360Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/rag-web-browser", "timestamp": "2026-10-17T04:05:39.277Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents all 5 results in Markdown format with URLs and two-line summaries drawn from the retrieved data, fulfilling all requirements of the task." }, { "scenarioId": "rag-web-browser-discovery-web-search-with-sources", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:05:18.807Z", "day": "2026-10-17", "traceId": "1459590e4cb5fbf36fcaa86ea236d702", "observationId": "3275d77aa16110e5", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1459590e4cb5fbf36fcaa86ea236d702?observation=3275d77aa16110e5", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "find", "title": "rag-web-browser / find / web-search-with-sources", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/ai-web-scraper; expected apify/rag-web-browser", "timestamp": "2026-10-17T04:22:00.129Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/ai-web-scraper; expected apify/rag-web-browser", "timestamp": "2026-10-17T04:21:59.993Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/ai-web-scraper", "comment": "Actors the agent ran: apify/ai-web-scraper", "timestamp": "2026-10-17T04:21:59.959Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-17T04:21:59.915Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-17T04:21:59.883Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/ai-web-scraper; expected apify/rag-web-browser", "timestamp": "2026-10-17T04:21:59.845Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-17T04:21:59.811Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides 5 James Bond movies with box office figures and a source URL, but notably omits No Time to Die (2021, ~$774M) which should rank #3, suggesting the data from the scraped page may be incomplete or outdated; however the task was substantially completed with live-fetched data.", "timestamp": "2026-10-17T04:21:59.766Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a reasonable path: searched for actors, fetched details, called the actor, retrieved results, and extracted data with jq — no unnecessary repetition.", "timestamp": "2026-10-17T04:21:59.713Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The dataset result exceeded token limits and was saved to a file; the agent correctly used Bash/jq to extract the relevant data from the file rather than failing.", "timestamp": "2026-10-17T04:21:59.674Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used jq to extract the data from the dataset items and correctly quoted the movie names, years, and box office figures from the retrieved Wikipedia data rather than inventing them.", "timestamp": "2026-10-17T04:21:59.634Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent provided startUrls and a prompt to ai-web-scraper, but the query field (expected by rag-web-browser) was missing per the deterministic check; however, for ai-web-scraper the inputs were structurally valid with startUrls and extractionMode set correctly.", "timestamp": "2026-10-17T04:21:59.599Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose apify/ai-web-scraper instead of the correct apify/rag-web-browser; the rightActor deterministic check is FAIL, confirming the wrong actor was selected for a web search task.", "timestamp": "2026-10-17T04:21:59.552Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:06:13.745Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, query", "timestamp": "2026-10-17T04:06:13.711Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-10-17T04:06:13.677Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: apify/ai-web-scraper: query is missing (expected to be set)", "timestamp": "2026-10-17T04:06:13.640Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:06:13.605Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/rag-web-browser\"", "timestamp": "2026-10-17T04:06:13.526Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/ai-web-scraper; expected apify/rag-web-browser", "timestamp": "2026-10-17T04:06:13.449Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/ai-web-scraper", "infraOk": true, "failedChecks": [ "query", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/ai-web-scraper; expected apify/rag-web-browser" }, { "scenarioId": "cheerio-scraper-usage-foyles-manga-two-hops", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:05:39.663Z", "day": "2026-10-17", "traceId": "36a25d59838a5c35627cedaec3359845", "observationId": "35fcd644af91610f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/36a25d59838a5c35627cedaec3359845?observation=35fcd644af91610f", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "use", "title": "cheerio / use / foyles-manga-two-hops", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: apify/cheerio-scraper run : CALL-FAILED", "timestamp": "2026-10-17T04:21:55.377Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: apify/cheerio-scraper run : CALL-FAILED", "timestamp": "2026-10-17T04:21:55.288Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-17T04:21:55.249Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:21:55.205Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: apify/cheerio-scraper run : CALL-FAILED", "timestamp": "2026-10-17T04:21:55.173Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-17T04:21:55.135Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required returning 5 manga book items with title and price, but the run produced 0 dataset items due to 403 blocking, so no books were returned.", "timestamp": "2026-10-17T04:21:55.100Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made one unnecessary extra call to fetch apify/web-scraper details at the end without actually using it, and the first actor call failed due to a fixable input schema issue that could have been avoided by reading the schema more carefully.", "timestamp": "2026-10-17T04:21:55.062Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed due to input schema validation, the agent fixed the globs format and retried; when the second run returned 403 errors, the agent checked the key-value store for details and correctly diagnosed the blocking issue, though it did not attempt to use residential proxies or other recovery strategies that might have succeeded.", "timestamp": "2026-10-17T04:21:55.025Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent correctly read the crawler statistics from the key-value store and used the 403 error data to explain why scraping failed, rather than inventing results.", "timestamp": "2026-10-17T04:21:54.991Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed due to input schema mismatch (globs was passed as array of strings instead of array of objects); the second call correctly used globs as [{\"glob\": \"...\"}] with proper maxCrawlingDepth=2 and maxPagesPerCrawl=20, matching the schema requirements.", "timestamp": "2026-10-17T04:21:54.956Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/cheerio-scraper as specified in the task, and also fetched actor details before calling it.", "timestamp": "2026-10-17T04:21:54.911Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:06:58.850Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-17T04:06:58.813Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 items, expected at least 1", "timestamp": "2026-10-17T04:06:58.775Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxPagesPerCrawl", "timestamp": "2026-10-17T04:06:58.736Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxCrawlingDepth", "timestamp": "2026-10-17T04:06:58.700Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): pageFunction", "timestamp": "2026-10-17T04:06:58.659Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): startUrls[0].url", "timestamp": "2026-10-17T04:06:58.625Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/cheerio-scraper run : CALL-FAILED", "timestamp": "2026-10-17T04:06:58.540Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/cheerio-scraper", "timestamp": "2026-10-17T04:06:58.459Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "ranOk" ], "judgeComment": "FAIL: check ranOk: apify/cheerio-scraper run : CALL-FAILED" }, { "scenarioId": "cheerio-scraper-discovery-ikea-static-catalog", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:05:45.900Z", "day": "2026-10-17", "traceId": "af135fa1befdbf28db1945952e634697", "observationId": "fa70dbc685df2017", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/af135fa1befdbf28db1945952e634697?observation=fa70dbc685df2017", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "find", "title": "cheerio / find / ikea-static-catalog", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run IUMgewxCd4xq74owo (abotapi/ikea-scraper) FAILED", "timestamp": "2026-10-17T04:21:53.772Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:21:53.676Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent's search-actors call with 'IKEA products scraper' returned only specialized IKEA scrapers and never surfaced apify/cheerio-scraper, causing the agent to never consider the correct lightweight HTML scraper the user explicitly requested. The agent should have searched for 'cheerio scraper' or 'lightweight HTML scraper' to find the intended tool.", "timestamp": "2026-10-17T04:21:53.640Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-17T04:21:53.605Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned 10 product names and prices from IKEA's chest of drawers category, but used the wrong actor (shahidirfan/Ikea-Product-Scraper via internal API rather than apify/cheerio-scraper for server-rendered HTML), failed all deterministic checks including rightActor, namedActor, pageFunction, and pageCap, and the final answer names the wrong actor.", "timestamp": "2026-10-17T04:21:53.566Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made two failed runs with abotapi/ikea-scraper before switching actors, and also fetched details for cirkit/ikea-product-search-scraper which was never used, adding unnecessary steps; however the overall path was not excessively long.", "timestamp": "2026-10-17T04:21:53.525Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When abotapi/ikea-scraper failed twice with a connection error, the agent pivoted to a different actor (shahidirfan/Ikea-Product-Scraper) which succeeded, showing reasonable error recovery.", "timestamp": "2026-10-17T04:21:53.486Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent correctly retrieved the dataset items from shahidirfan/Ikea-Product-Scraper and displayed all 10 results in a formatted table with names, prices, ratings, and URLs.", "timestamp": "2026-10-17T04:21:53.448Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The inputs provided to the actors were generally well-formed (correct market, URLs, maxItems), but the wrong actors were chosen entirely, and no pageFunction was provided as required by the intended apify/cheerio-scraper approach.", "timestamp": "2026-10-17T04:21:53.416Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for IKEA scrapers and selected specialized IKEA-specific actors (abotapi/ikea-scraper, shahidirfan/Ikea-Product-Scraper) instead of the intended apify/cheerio-scraper, which is a general-purpose lightweight HTML scraper that the user explicitly requested for server-rendered content.", "timestamp": "2026-10-17T04:21:53.380Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run IUMgewxCd4xq74owo (abotapi/ikea-scraper) FAILED; Actor run 7xVn7CuWJCoe4O5Bj (abotapi/ikea-scraper) FAILED", "timestamp": "2026-10-17T04:07:45.159Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-10-17T04:07:45.119Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): abotapi/ikea-scraper: maxPagesPerCrawl is missing (expected at most 5); abotapi/ikea-scraper: maxPagesPerCrawl is missing (expected at most 5); shahidirfan/Ikea-Product-Scraper: maxPagesPerCrawl is missing (expected at most 5)", "timestamp": "2026-10-17T04:07:45.086Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: abotapi/ikea-scraper: pageFunction is missing (expected to be set); abotapi/ikea-scraper: pageFunction is missing (expected to be set); shahidirfan/Ikea-Product-Scraper: pageFunction is missing (expected to be set)", "timestamp": "2026-10-17T04:07:45.054Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): abotapi/ikea-scraper run IUMgewxCd4xq74owo: FAILED; abotapi/ikea-scraper run 7xVn7CuWJCoe4O5Bj: FAILED", "timestamp": "2026-10-17T04:07:45.017Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/cheerio-scraper\"", "timestamp": "2026-10-17T04:07:44.978Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used abotapi/ikea-scraper, shahidirfan/Ikea-Product-Scraper; expected apify/cheerio-scraper", "timestamp": "2026-10-17T04:07:44.939Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pageCap", "pageFunction", "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "ai-web-scraper-usage-apify-store-first-page", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:06:13.776Z", "day": "2026-10-17", "traceId": "80b28ed7a68cafe91222d868ad610633", "observationId": "398f4ed1d2ea263d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/80b28ed7a68cafe91222d868ad610633?observation=398f4ed1d2ea263d", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "use", "title": "ai-web / use / apify-store-first-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent produced a comprehensive table with 37 Actors showing name, description, rating, and user count, all derived from the scraped markdown content, fulfilling the task requirements.", "timestamp": "2026-10-17T04:21:49.883Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent produced a comprehensive table with 37 Actors showing name, description, rating, and user count, all derived from the scraped markdown content, fulfilling the task requirements.", "timestamp": "2026-10-17T04:21:49.828Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-17T04:21:49.791Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:21:49.740Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first get-dataset-items call with fields='data.name,data.description,data.rating,data.users' returned empty items ({}), meaning the structured data fields were not populated in the dataset output. The agent had to fall back to parsing the raw markdown, which worked but required an extra tool call and manual parsing. The Actor returned markdown rather than structured data fields despite the prompt requesting structured extraction.", "timestamp": "2026-10-17T04:21:49.702Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-17T04:21:49.663Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a comprehensive table with 37 Actors showing name, description, rating, and user count, all derived from the scraped markdown content, fulfilling the task requirements.", "timestamp": "2026-10-17T04:21:49.627Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 5 tool calls: fetch-actor-details, call-actor, get-dataset-items (with fields, returned empty), get-dataset-items (without fields, got full data), and Read to parse the large output - a reasonable path with only one minor retry.", "timestamp": "2026-10-17T04:21:49.595Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first get-dataset-items call with field projection returned empty items ({}), the agent immediately retried without field projection to get the full data, successfully recovering.", "timestamp": "2026-10-17T04:21:49.558Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the full scraped markdown from the dataset item and extracted Actor names, descriptions, ratings, and user counts directly from the scraped content visible in the tool results preview.", "timestamp": "2026-10-17T04:21:49.521Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used extractionMode='single' which is correct for single-page extraction, provided the correct startUrl, and included a good prompt. However, the deterministic check shows maxPagesToVisit was missing (FAIL for onePage), though in 'single' mode this parameter is ignored per the schema description.", "timestamp": "2026-10-17T04:21:49.464Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/ai-web-scraper and used fetch-actor-details, call-actor, get-dataset-items, and Read tools appropriately for the task.", "timestamp": "2026-10-17T04:21:49.392Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:07:40.450Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-17T04:07:40.418Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-17T04:07:40.383Z", "metadata": {} }, "check.onePage": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper: maxPagesToVisit is missing (expected at most 3)", "timestamp": "2026-10-17T04:07:40.347Z", "metadata": {} }, "check.promptGiven": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): prompt", "timestamp": "2026-10-17T04:07:40.311Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-17T04:07:40.275Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:07:40.238Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-10-17T04:07:40.189Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "onePage" ], "judgeComment": "PASS: The agent produced a comprehensive table with 37 Actors showing name, description, rating, and user count, all derived from the scraped markdown content, fulfilling the task requirements." }, { "scenarioId": "ai-web-scraper-discovery-climate-articles-three-sites", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:06:34.818Z", "day": "2026-10-17", "traceId": "78320f615ec7c830ea30c1992213e52d", "observationId": "f6346cae3ec3e554", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/78320f615ec7c830ea30c1992213e52d?observation=f6346cae3ec3e554", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "find", "title": "ai-web / find / climate-articles-three-sites", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run b6oRh2wIapfpVGNXF (proscraper/newsarticlescraper) FAILED", "timestamp": "2026-10-17T04:21:48.838Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:21:48.735Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The initial search-actors call with 'news articles scraper' returned proscraper/newsarticlescraper, automation-lab/news-article-extractor, and phantom_coder/google-news-scraper but not apify/ai-web-scraper, which is the correct actor for describe-what-you-want scraping without selectors. The agent never found the right actor throughout all its search attempts.", "timestamp": "2026-10-17T04:21:48.698Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "14 tool calls valid", "timestamp": "2026-10-17T04:21:48.659Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns without producing a final answer; it never successfully retrieved articles from all three specified sites with title, author, and publication date, and never reported counts per site or showed three examples.", "timestamp": "2026-10-17T04:21:48.602Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 6 actor runs across 4 different actors, repeatedly failing and trying new approaches without ever searching for or considering apify/ai-web-scraper, making the plan highly inefficient.", "timestamp": "2026-10-17T04:21:48.563Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When proscraper/newsarticlescraper failed, the agent tried alternative actors, and when automation-lab/news-article-extractor returned 0 items, it tried yet another approach; however, it never identified or tried the correct actor (apify/ai-web-scraper).", "timestamp": "2026-10-17T04:21:48.517Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent did retrieve and inspect dataset items from the RSS scraper (2 items) and Google News scraper (15 items), but the data was not from the three specified sites as required, and the agent ran out of turns before producing a final answer.", "timestamp": "2026-10-17T04:21:48.467Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The inputs provided to each actor were generally well-formed (correct URL arrays, max_results, etc.), but since the wrong actors were chosen, the arguments are moot; the RSS scraper was given RSS feed URLs which is reasonable for that actor.", "timestamp": "2026-10-17T04:21:48.428Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent never found or used apify/ai-web-scraper (the correct tool for describe-what-you-want scraping without selectors/code); instead it tried proscraper/newsarticlescraper, scrapepilot/rss-feed-scraper, automation-lab/news-article-extractor, and phantom_coder/google-news-scraper, none of which match the task requirement.", "timestamp": "2026-10-17T04:21:48.378Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run b6oRh2wIapfpVGNXF (proscraper/newsarticlescraper) FAILED", "timestamp": "2026-10-17T04:09:55.626Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-17T04:09:55.589Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): proscraper/newsarticlescraper: maxPagesToVisit is missing (expected at most 20); scrapepilot/rss-feed-scraper----news-scraper-article-extractor: maxPagesToVisit is missing (expected at most 20); automation-lab/news-article-extractor: maxPagesToVisit is missing (expected at most 20); automation-lab/news-article-extractor: maxPagesToVisit is missing (expected at most 20); phantom_coder/google-news-scraper: maxPagesToVisit is missing (expected at most 20); phantom_coder/google-news-scraper: maxPagesToVisit is missing (expected at most 20)", "timestamp": "2026-10-17T04:09:55.550Z", "metadata": {} }, "check.promptGiven": { "value": 0, "stringValue": null, "comment": "FAIL (warn): proscraper/newsarticlescraper: prompt is missing (expected to be set); scrapepilot/rss-feed-scraper----news-scraper-article-extractor: prompt is missing (expected to be set); automation-lab/news-article-extractor: prompt is missing (expected to be set); automation-lab/news-article-extractor: prompt is missing (expected to be set); phantom_coder/google-news-scraper: prompt is missing (expected to be set); phantom_coder/google-news-scraper: prompt is missing (expected to be set)", "timestamp": "2026-10-17T04:09:55.514Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 6 Actor run(s), expected at most 3", "timestamp": "2026-10-17T04:09:55.479Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/ai-web-scraper\"", "timestamp": "2026-10-17T04:09:55.444Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used proscraper/newsarticlescraper, scrapepilot/rss-feed-scraper----news-scraper-article-extractor, automation-lab/news-article-extractor, phantom_coder/google-news-scraper; expected apify/ai-web-scraper", "timestamp": "2026-10-17T04:09:55.392Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pageCap", "promptGiven", "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "zillow-zip-search-discovery-scottsdale", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:06:58.887Z", "day": "2026-10-17", "traceId": "93a98596d7b990a8c233370c0b07283d", "observationId": "48e68fe710086323", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/93a98596d7b990a8c233370c0b07283d?observation=48e68fe710086323", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "find", "title": "zillow-zip-search / find / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used blackfalcondata/realtor-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-17T04:21:43.164Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used blackfalcondata/realtor-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-17T04:21:43.080Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "blackfalcondata/realtor-scraper", "comment": "Actors the agent ran: blackfalcondata/realtor-scraper", "timestamp": "2026-10-17T04:21:43.046Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-17T04:21:43.007Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:21:42.950Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used blackfalcondata/realtor-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-17T04:21:42.916Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-17T04:21:42.882Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered 10 addresses with prices under $800,000 in ZIP 85251, but used the wrong actor (blackfalcondata/realtor-scraper instead of maxcopell/zillow-zip-search), failing the rightActor and namedActor deterministic checks.", "timestamp": "2026-10-17T04:21:42.844Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used two search-actors calls (first returned 0 results, second found the actor), then fetch-actor-details, call-actor, and get-dataset-items — a reasonably direct path with only one extra search call.", "timestamp": "2026-10-17T04:21:42.808Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items with addressLine and listPrice fields and directly reported those values in the final answer without inventing data.", "timestamp": "2026-10-17T04:21:42.771Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchLocations=['85251'], searchMode='for_sale', priceMax=800000, and maxResults=10, which are well-formed and sensible inputs for the chosen actor.", "timestamp": "2026-10-17T04:21:42.734Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for actors and found blackfalcondata/realtor-scraper instead of the intended maxcopell/zillow-zip-search; the rightActor check is FAIL, meaning the wrong actor was selected for the task.", "timestamp": "2026-10-17T04:21:42.697Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:07:35.534Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-17T04:07:35.499Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:07:35.465Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"maxcopell/zillow\"", "timestamp": "2026-10-17T04:07:35.426Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used blackfalcondata/realtor-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-17T04:07:35.386Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "blackfalcondata/realtor-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used blackfalcondata/realtor-scraper; expected ^maxcopell/zillow" }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:07:30.455Z", "day": "2026-10-17", "traceId": "8323bb0d841da94fa792c74153ec98e0", "observationId": "a540a6cfa0fad2f9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8323bb0d841da94fa792c74153ec98e0?observation=a540a6cfa0fad2f9", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 2 numbers not in Actor output: 351,163", "timestamp": "2026-10-17T04:21:40.944Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 2 numbers not in Actor output: 351,163", "timestamp": "2026-10-17T04:21:40.846Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-17T04:21:40.813Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:21:40.781Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 2 numbers not in Actor output: 351,163", "timestamp": "2026-10-17T04:21:40.743Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-17T04:21:40.707Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported follower count, average likes per post, and an engagement interpretation as required, but the average likes figure (351,163) is flagged as not grounded in the Actor output per the deterministic grounded check FAIL, indicating a miscalculation from the retrieved data.", "timestamp": "2026-10-17T04:21:40.671Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two parallel Actor calls (profile + posts) and then two dataset fetches, which is a direct and efficient approach with no redundant steps.", "timestamp": "2026-10-17T04:21:40.635Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved follower count (104,375,722) from the profile dataset and likes counts from 20 posts, then computed an average — however the grounded check FAIL indicates the reported average of 351,163 does not match the actual data: summing the 20 likesCount values from the preview gives approximately 6,939,856 / 20 = 346,993, not 351,163, suggesting a calculation error.", "timestamp": "2026-10-17T04:21:40.556Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used resultsType='details' for profile info and resultsType='posts' with resultsLimit=20 for recent posts, both with the correct directUrls format pointing to instagram.com/nasa/.", "timestamp": "2026-10-17T04:21:40.519Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/instagram-scraper for both profile details and recent posts, which is exactly the right tool for this task.", "timestamp": "2026-10-17T04:21:40.480Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:08:39.649Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-17T04:08:39.615Z", "metadata": {} }, "check.followers": { "value": 1, "stringValue": null, "comment": "PASS: followersCount within 2%", "timestamp": "2026-10-17T04:08:39.578Z", "metadata": {} }, "check.grounded": { "value": 0.5, "stringValue": null, "comment": "FAIL: 1 of 2 numbers not in Actor output: 351,163", "timestamp": "2026-10-17T04:08:39.534Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): directUrls[0]", "timestamp": "2026-10-17T04:08:39.488Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:08:39.453Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-10-17T04:08:39.411Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-10-17T04:08:39.374Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 2 numbers not in Actor output: 351,163" }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:07:35.563Z", "day": "2026-10-17", "traceId": "ae32d2a7bc1a1111a5bb696f9ec5510e", "observationId": "675bf7109aa6936a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ae32d2a7bc1a1111a5bb696f9ec5510e?observation=675bf7109aa6936a", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-17T04:21:37.805Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-17T04:21:37.710Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/instagram-post-scraper", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-17T04:21:37.675Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-17T04:21:37.641Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:21:37.606Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-17T04:21:37.566Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-17T04:21:37.528Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent retrieved 3 posts and reported the correct count, but used apify/instagram-post-scraper instead of the required apify/instagram-scraper, causing the rightActor and namedActor deterministic checks to FAIL, meaning the task was not completed as specified.", "timestamp": "2026-10-17T04:21:37.494Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls in a logical sequence: search, fetch details, run actor, get dataset, read file — a reasonably direct path with no unnecessary repetition.", "timestamp": "2026-10-17T04:21:37.453Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and read the full output file, then correctly reported 3 posts based on the actual dataset items returned (facts confirm 3 dataset items).", "timestamp": "2026-10-17T04:21:37.416Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-post-scraper with {username: ['nasa'], resultsLimit: 3}, which are valid and well-formed inputs matching the actor's input schema.", "timestamp": "2026-10-17T04:21:37.378Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors to find an Instagram scraper, then selected apify/instagram-post-scraper instead of the intended apify/instagram-scraper; the rightActor check is already marked FAIL, confirming the wrong actor was chosen.", "timestamp": "2026-10-17T04:21:37.338Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:08:32.630Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-17T04:08:32.598Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:08:32.557Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-17T04:08:32.472Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-17T04:08:32.381Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/instagram-post-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper" }, { "scenarioId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:07:40.479Z", "day": "2026-10-17", "traceId": "c54c3c3566b734f36cb0c99e59d0aaa7", "observationId": "0582aa2bda578160", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c54c3c3566b734f36cb0c99e59d0aaa7?observation=0582aa2bda578160", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "use", "title": "instagram-reel / use / natgeo-skip-pinned", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, fully grounded in retrieved data and matching the task requirements.", "timestamp": "2026-10-17T04:21:33.042Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, fully grounded in retrieved data and matching the task requirements.", "timestamp": "2026-10-17T04:21:33.010Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-17T04:21:32.975Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:21:32.942Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, provided proper inputs, retrieved real data, and reported accurate results.", "timestamp": "2026-10-17T04:21:32.901Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-17T04:21:32.866Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, fully grounded in retrieved data and matching the task requirements.", "timestamp": "2026-10-17T04:21:32.824Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls (fetch details, run actor, get items) with no redundant steps or retries.", "timestamp": "2026-10-17T04:21:32.791Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 9 numbers (3 play counts and 3 durations) in the final answer were found in the Actor output, and captions match the dataset preview exactly.", "timestamp": "2026-10-17T04:21:32.734Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-reel-scraper with username=[\"natgeo\"], resultsLimit=3, and skipPinnedPosts=true, matching all required inputs confirmed by deterministic checks.", "timestamp": "2026-10-17T04:21:32.700Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-17T04:21:32.662Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:08:34.847Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-17T04:08:34.814Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 9 numbers found in Actor output", "timestamp": "2026-10-17T04:08:34.778Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-17T04:08:34.732Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-17T04:08:34.696Z", "metadata": {} }, "check.threeReels": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-17T04:08:34.663Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-17T04:08:34.627Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:08:34.591Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-17T04:08:34.553Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, fully grounded in retrieved data and matching the task requirements." }, { "scenarioId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:07:45.194Z", "day": "2026-10-17", "traceId": "288ea7fa5f8ceb088dc4fbf57e76dd58", "observationId": "26ade4f9f34a68c3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/288ea7fa5f8ceb088dc4fbf57e76dd58?observation=26ade4f9f34a68c3", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "find", "title": "instagram-reel / find / natgeo-reels-shares", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-17T04:21:35.621Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-17T04:21:35.526Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-reel-scraper", "timestamp": "2026-10-17T04:21:35.489Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-17T04:21:35.454Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-17T04:21:35.421Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The full dataset output was retrieved (83.7KB file) but the agent failed to locate the sharesCount field within it; the agent incorrectly concluded shares were unavailable rather than reading the full file to find the field, suggesting the output format or field naming made it hard to locate the shares data.", "timestamp": "2026-10-17T04:21:35.377Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-17T04:21:35.346Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported captions and play counts correctly from retrieved data, but failed to report share counts despite the run succeeding with includeSharesCount=true (sharesFlag PASS); the agent incorrectly concluded shares were unavailable on the free tier rather than finding the sharesCount field in the full dataset output.", "timestamp": "2026-10-17T04:21:35.314Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra dataset fetch (fetching all fields after the first targeted fetch didn't return sharesCount), which added one unnecessary step but was a reasonable diagnostic action.", "timestamp": "2026-10-17T04:21:35.274Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first get-dataset-items call with fields='caption,videoPlayCount,sharesCount' returned no sharesCount field, the agent made a second call to fetch all fields to investigate, which was a reasonable recovery attempt.", "timestamp": "2026-10-17T04:21:35.236Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual retrieved data for captions and play counts (707,031 / 1,036,576 / 881,114) directly from the dataset items, not invented values.", "timestamp": "2026-10-17T04:21:35.201Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with username=['natgeo'], resultsLimit=3, and includeSharesCount=true, which are all correct inputs matching the task requirements and confirmed by the sharesFlag deterministic check passing.", "timestamp": "2026-10-17T04:21:35.169Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-reel-scraper, the intended actor for Instagram Reels with share counts, confirmed by the deterministic checks passing for rightActor and namedActor.", "timestamp": "2026-10-17T04:21:35.132Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:08:53.131Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-17T04:08:53.094Z", "metadata": {} }, "check.sharesFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeSharesCount", "timestamp": "2026-10-17T04:08:53.060Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:08:53.024Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-reel-scraper\"", "timestamp": "2026-10-17T04:08:52.979Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-17T04:08:52.915Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-usage-natgeo-about-section", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:08:32.661Z", "day": "2026-10-17", "traceId": "1027989606da9ae97312e4cb1098ccca", "observationId": "396bb0d1620e349a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1027989606da9ae97312e4cb1098ccca?observation=396bb0d1620e349a", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "use", "title": "instagram-profile / use / natgeo-about-section", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the bio's first sentence, confirmed it's a business account, and honestly reported that country was null/not provided in the data - all grounded in retrieved data.", "timestamp": "2026-10-17T04:21:29.276Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the bio's first sentence, confirmed it's a business account, and honestly reported that country was null/not provided in the data - all grounded in retrieved data.", "timestamp": "2026-10-17T04:21:29.243Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-17T04:21:29.206Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:21:29.175Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly used the right actor, provided proper inputs, retrieved and used real data, handled errors well, and completed the task fully.", "timestamp": "2026-10-17T04:21:29.124Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-17T04:21:29.086Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the bio's first sentence, confirmed it's a business account, and honestly reported that country was null/not provided in the data - all grounded in retrieved data.", "timestamp": "2026-10-17T04:21:29.048Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call (full dataset) after already getting biography and isBusinessAccount, but this was to check for country data which was a required part of the task.", "timestamp": "2026-10-17T04:21:29.015Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When get-dataset-items returned a truncation error, the agent correctly used Bash/jq to extract the needed fields from the saved file.", "timestamp": "2026-10-17T04:21:28.983Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent reported the biography and isBusinessAccount directly from the dataset items returned by the scraper, and used jq to check for country field.", "timestamp": "2026-10-17T04:21:28.945Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-profile-scraper with usernames=['natgeo'] and includeAboutSection=true, which matches all required inputs.", "timestamp": "2026-10-17T04:21:28.907Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, and Bash tools appropriate for the task.", "timestamp": "2026-10-17T04:21:28.869Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:09:37.563Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-17T04:09:37.534Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-17T04:09:37.495Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-17T04:09:37.457Z", "metadata": {} }, "check.aboutSection": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeAboutSection", "timestamp": "2026-10-17T04:09:37.419Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): usernames[0]", "timestamp": "2026-10-17T04:09:37.390Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:09:37.318Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-17T04:09:37.225Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the bio's first sentence, confirmed it's a business account, and honestly reported that country was null/not provided in the data - all grounded in retrieved data." }, { "scenarioId": "instagram-profile-scraper-discovery-natgeo-verified", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:08:34.885Z", "day": "2026-10-17", "traceId": "ebd02f603a68c56b7e7d355f5e552c34", "observationId": "3f957609644eca82", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ebd02f603a68c56b7e7d355f5e552c34?observation=3f957609644eca82", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "find", "title": "instagram-profile / find / natgeo-verified", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer correctly reports @natgeo is verified, quotes the bio from retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line.", "timestamp": "2026-10-17T04:21:27.567Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer correctly reports @natgeo is verified, quotes the bio from retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line.", "timestamp": "2026-10-17T04:21:27.526Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-profile-scraper", "timestamp": "2026-10-17T04:21:27.486Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-17T04:21:27.450Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:21:27.415Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent found the correct actor, ran it with proper inputs, used the retrieved data accurately, and fulfilled the task completely.", "timestamp": "2026-10-17T04:21:27.380Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-17T04:21:27.343Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer correctly reports @natgeo is verified, quotes the bio from retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line.", "timestamp": "2026-10-17T04:21:27.311Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: search, fetch details, run actor, get results — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-17T04:21:27.274Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the retrieved data: verified=true and biography='Step into wonder and find your inner explorer with National Geographic 🌎' from the dataset items tool result.", "timestamp": "2026-10-17T04:21:27.236Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed {\"usernames\": [\"natgeo\"]} to the actor, which matches the required input schema, and requested the correct fields (verified, biography) when fetching dataset items.", "timestamp": "2026-10-17T04:21:27.193Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly searched for an Instagram profile scraper, found apify/instagram-profile-scraper, fetched its details, ran it, and retrieved dataset items — all appropriate tools for the task.", "timestamp": "2026-10-17T04:21:27.152Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:09:18.101Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-17T04:09:18.066Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:09:18.033Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-profile-scraper\"", "timestamp": "2026-10-17T04:09:17.956Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-17T04:09:17.868Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer correctly reports @natgeo is verified, quotes the bio from retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line." }, { "scenarioId": "instagram-post-scraper-usage-natgeo-three-posts", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:08:39.702Z", "day": "2026-10-17", "traceId": "0c85c0ad97474c332129dd7576517980", "observationId": "d87fc574820e41f8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0c85c0ad97474c332129dd7576517980?observation=d87fc574820e41f8", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "use", "title": "instagram-post / use / natgeo-three-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer reports the first sentence of each caption and the like count for all 3 posts, grounded in retrieved data, fully satisfying the task.", "timestamp": "2026-10-17T04:21:23.747Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer reports the first sentence of each caption and the like count for all 3 posts, grounded in retrieved data, fully satisfying the task.", "timestamp": "2026-10-17T04:21:23.708Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-17T04:21:23.670Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:21:23.636Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified the actor, supplied proper inputs, retrieved real data, and delivered a complete grounded answer.", "timestamp": "2026-10-17T04:21:23.598Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-17T04:21:23.559Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports the first sentence of each caption and the like count for all 3 posts, grounded in retrieved data, fully satisfying the task.", "timestamp": "2026-10-17T04:21:23.521Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve items — no redundant steps.", "timestamp": "2026-10-17T04:21:23.480Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 7 numbers in the final answer were found in the actor output, and captions match the dataset items retrieved.", "timestamp": "2026-10-17T04:21:23.425Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input correctly set username=[\"natgeo\"], resultsLimit=3, skipPinnedPosts=true, and dataDetailLevel=\"basicData\", matching all required task parameters.", "timestamp": "2026-10-17T04:21:23.385Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for discovering the schema, running the actor, and retrieving results.", "timestamp": "2026-10-17T04:21:23.339Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:09:21.240Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-17T04:09:21.208Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 7 numbers found in Actor output", "timestamp": "2026-10-17T04:09:21.163Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-17T04:09:21.130Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-17T04:09:21.097Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-17T04:09:21.054Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-17T04:09:21.017Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:09:20.975Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-17T04:09:20.937Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer reports the first sentence of each caption and the like count for all 3 posts, grounded in retrieved data, fully satisfying the task." }, { "scenarioId": "instagram-post-scraper-discovery-natgeo-latest-post", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:08:51.624Z", "day": "2026-10-17", "traceId": "f8620bc39bdfb9856a259c13d9322651", "observationId": "b8b89edda143d5bd", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f8620bc39bdfb9856a259c13d9322651?observation=b8b89edda143d5bd", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "find", "title": "instagram-post / find / natgeo-latest-post", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides the first sentence of the caption and the comment count (318) drawn from real retrieved data, and ends with 'Actor: apify/instagram-post-scraper' as required.", "timestamp": "2026-10-17T04:21:24.708Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides the first sentence of the caption and the comment count (318) drawn from real retrieved data, and ends with 'Actor: apify/instagram-post-scraper' as required.", "timestamp": "2026-10-17T04:21:24.664Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-17T04:21:24.607Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-17T04:21:24.572Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:21:24.521Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered, ran, and reported results from apify/instagram-post-scraper with no errors or inefficiencies.", "timestamp": "2026-10-17T04:21:24.479Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-17T04:21:24.438Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides the first sentence of the caption and the comment count (318) drawn from real retrieved data, and ends with 'Actor: apify/instagram-post-scraper' as required.", "timestamp": "2026-10-17T04:21:24.395Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct path: search → fetch details → call actor → poll for completion → get dataset items, with no redundant or wasted steps.", "timestamp": "2026-10-17T04:21:24.351Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor run was still RUNNING after the initial 30-second wait, so the agent correctly polled again with get-actor-run and waited for SUCCEEDED status before fetching results.", "timestamp": "2026-10-17T04:21:24.313Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent extracted the caption and commentsCount directly from the dataset items returned by get-dataset-items, reporting '318' comments and the exact first sentence from the retrieved caption.", "timestamp": "2026-10-17T04:21:24.265Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-post-scraper with username=['natgeo'] and resultsLimit=1, which correctly targets the @natgeo profile and limits to 1 post.", "timestamp": "2026-10-17T04:21:24.176Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for discovering and running the Instagram Post Scraper.", "timestamp": "2026-10-17T04:21:24.053Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:09:49.352Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-17T04:09:49.292Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:09:49.257Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-post-scraper\"", "timestamp": "2026-10-17T04:09:49.152Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-17T04:09:49.068Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides the first sentence of the caption and the comment count (318) drawn from real retrieved data, and ends with 'Actor: apify/instagram-post-scraper' as required." }, { "scenarioId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:08:53.164Z", "day": "2026-10-17", "traceId": "8488b151d4f6b0de7f3f545e88eaa246", "observationId": "136a31853f4a06dd", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8488b151d4f6b0de7f3f545e88eaa246?observation=136a31853f4a06dd", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "use", "title": "instagram-hashtag / use / nasa-keyword-reels", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 5 of 6 numbers not in Actor output: 1, 2, 3, 7.5, 0", "timestamp": "2026-10-17T04:21:20.702Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 5 of 6 numbers not in Actor output: 1, 2, 3, 7.5, 0", "timestamp": "2026-10-17T04:21:20.609Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-17T04:21:20.576Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:21:20.539Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 5 of 6 numbers not in Actor output: 1, 2, 3, 7.5, 0", "timestamp": "2026-10-17T04:21:20.500Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-17T04:21:20.447Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required reporting 5 reels' captions and like counts, but the actor returned zero reel items; the agent could not fulfill the core requirement regardless of its correct handling of the error.", "timestamp": "2026-10-17T04:21:20.411Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve items — no unnecessary repetition or detours.", "timestamp": "2026-10-17T04:21:20.377Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the actor returned an error ('Empty or private data for provided input'), the agent explained the likely causes and offered concrete alternative approaches (hashtag search, different actor), which is a reasonable response to the failure.", "timestamp": "2026-10-17T04:21:20.341Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The actor returned only 1 error item with no reel data; the agent accurately reported the error content (no_items, HTTP 200) rather than inventing data, consistent with the grounded FAIL showing 5 of 6 numbers not in Actor output.", "timestamp": "2026-10-17T04:21:20.308Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed hashtags=[\"nasa\"], keywordSearch=true, resultsType=\"reels\", and resultsLimit=5, which matches all required input parameters per the deterministic checks (all PASS).", "timestamp": "2026-10-17T04:21:20.275Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-17T04:21:20.233Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:09:24.966Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-17T04:09:24.931Z", "metadata": {} }, "check.grounded": { "value": 0.167, "stringValue": null, "comment": "FAIL: 5 of 6 numbers not in Actor output: 1, 2, 3, 7.5, 0", "timestamp": "2026-10-17T04:09:24.895Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-17T04:09:24.858Z", "metadata": {} }, "check.fiveResults": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-17T04:09:24.822Z", "metadata": {} }, "check.reelsType": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsType", "timestamp": "2026-10-17T04:09:24.785Z", "metadata": {} }, "check.keywordMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): keywordSearch", "timestamp": "2026-10-17T04:09:24.753Z", "metadata": {} }, "check.keywordInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): hashtags[0]", "timestamp": "2026-10-17T04:09:24.721Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:09:24.680Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-10-17T04:09:24.641Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 5 of 6 numbers not in Actor output: 1, 2, 3, 7.5, 0" }, { "scenarioId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:09:18.131Z", "day": "2026-10-17", "traceId": "47511d48f76c2b94e08fdea157fc0a80", "observationId": "99174e727a4f28a3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/47511d48f76c2b94e08fdea157fc0a80?observation=99174e727a4f28a3", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "find", "title": "instagram-hashtag / find / nasa-hashtag", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-17T04:21:19.379Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:21:19.297Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The search-actors call with 'Instagram hashtag posts' returned scraping_solutions/instagram-hashtag-scraper-pro-no-cookies as the top result, causing the agent to pick it instead of the intended apify/instagram-hashtag-scraper, which did not appear in the search results at all.", "timestamp": "2026-10-17T04:21:19.260Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-17T04:21:19.229Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent's final answer shown is just 'Now let me get the details for the most popular one and run it to scrape #nasa posts.' — the session timed out before the agent could compose and deliver the final report with the 5 posts and the required 'Actor: ' line, so the task was not completed.", "timestamp": "2026-10-17T04:21:19.192Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch details, call actor, get dataset items) in a logical sequence with no redundant steps.", "timestamp": "2026-10-17T04:21:19.156Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 5 dataset items with real usernames and captions (e.g., sri_mulyani.nasa1717, astrobean_coffee, techpulseinsider, jiffyfacts, radioandika) and the data was drawn from the tool results, not invented.", "timestamp": "2026-10-17T04:21:19.120Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly passed hashtags=['nasa'], resultsLimit=5, and feed_type='recent' to the actor, which are all valid and well-formed inputs matching the schema.", "timestamp": "2026-10-17T04:21:19.086Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Instagram hashtag scrapers and selected scraping_solutions/instagram-hashtag-scraper-pro-no-cookies, which is a valid hashtag scraper but not the intended apify/instagram-hashtag-scraper; the rightActor check is FAIL.", "timestamp": "2026-10-17T04:21:19.049Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-17T04:14:18.640Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-17T04:14:18.606Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:14:18.570Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-hashtag-scraper\"", "timestamp": "2026-10-17T04:14:18.492Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-17T04:14:18.401Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "facebook-posts-scraper-usage-nasa-engagement", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:09:21.280Z", "day": "2026-10-17", "traceId": "207ea77b6e662ea7d1b4633fd6a65ed2", "observationId": "800d44771de0cb6c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/207ea77b6e662ea7d1b4633fd6a65ed2?observation=800d44771de0cb6c", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "use", "title": "facebook-posts / use / nasa-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence and reaction counts for all 5 posts, grounded in real retrieved data, fully satisfying the task.", "timestamp": "2026-10-17T04:21:15.111Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence and reaction counts for all 5 posts, grounded in real retrieved data, fully satisfying the task.", "timestamp": "2026-10-17T04:21:15.075Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-17T04:21:15.034Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:21:14.995Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected tools, formed valid inputs, utilized real data, and delivered a complete answer.", "timestamp": "2026-10-17T04:21:14.961Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-17T04:21:14.926Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence and reaction counts for all 5 posts, grounded in real retrieved data, fully satisfying the task.", "timestamp": "2026-10-17T04:21:14.886Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run actor, retrieve dataset items — no redundant calls.", "timestamp": "2026-10-17T04:21:14.848Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "All post texts and reaction counts in the final answer match the dataset items returned by get-dataset-items, confirmed by the grounded check passing.", "timestamp": "2026-10-17T04:21:14.811Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with startUrls set to https://www.facebook.com/NASA and resultsLimit:5, matching the task requirements; dataset retrieval used the correct datasetId with relevant fields.", "timestamp": "2026-10-17T04:21:14.773Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-17T04:21:14.725Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:09:54.429Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-17T04:09:54.352Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 8 numbers found in Actor output", "timestamp": "2026-10-17T04:09:54.318Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-17T04:09:54.283Z", "metadata": {} }, "check.fivePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-17T04:09:54.244Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-17T04:09:54.214Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:09:54.175Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-17T04:09:54.139Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{2,}/", "timestamp": "2026-10-17T04:09:54.097Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence and reaction counts for all 5 posts, grounded in real retrieved data, fully satisfying the task." }, { "scenarioId": "facebook-posts-scraper-discovery-nasa-page", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:09:25.001Z", "day": "2026-10-17", "traceId": "7cc7b57b5f6bbca6dc5f03ff59cd63b5", "observationId": "b1813171709c1409", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7cc7b57b5f6bbca6dc5f03ff59cd63b5?observation=b1813171709c1409", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "find", "title": "facebook-posts / find / nasa-page", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-17T04:21:15.475Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:21:15.337Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent retrieved all necessary data successfully but the session timed out before it could compose and deliver the final answer. The agent's final text was just 'Now let me retrieve the posts with the text and reaction count:' rather than the actual summary with post texts, reaction counts, and the required 'Actor: ' line. This is an agent/model execution issue, not an Actor problem.", "timestamp": "2026-10-17T04:21:15.300Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-17T04:21:15.263Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The session timed out before the agent could present the final answer to the user, and the namedActor check FAILED because the answer does not contain 'apify/facebook-posts-scraper' as required by the task's final line format.", "timestamp": "2026-10-17T04:21:15.222Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: search, fetch details, call actor, get dataset items - a direct and efficient path.", "timestamp": "2026-10-17T04:21:15.188Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items with text, topReactionsCount, time, and likes fields and the data was returned successfully with 5 posts.", "timestamp": "2026-10-17T04:21:15.143Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct NASA Facebook URL and set resultsLimit to 5, which are well-formed inputs matching the actor's schema.", "timestamp": "2026-10-17T04:21:15.063Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/facebook-posts-scraper, the intended actor for scraping Facebook page posts.", "timestamp": "2026-10-17T04:21:15.026Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-17T04:14:25.563Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor", "timestamp": "2026-10-17T04:14:25.525Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:14:25.457Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-posts-scraper\"", "timestamp": "2026-10-17T04:14:25.385Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-17T04:14:25.306Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "namedActor" ], "judgeComment": null }, { "scenarioId": "facebook-groups-scraper-usage-recent-activity", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:09:37.600Z", "day": "2026-10-17", "traceId": "c40fb860a25a8db1649716052129e3cf", "observationId": "4ac63f60beb81348", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c40fb860a25a8db1649716052129e3cf?observation=4ac63f60beb81348", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "use", "title": "facebook-groups / use / recent-activity", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 2 of 10 numbers not in Actor output: 5, 11", "timestamp": "2026-10-17T04:21:10.046Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 2 of 10 numbers not in Actor output: 5, 11", "timestamp": "2026-10-17T04:21:09.958Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-17T04:21:09.922Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:21:09.888Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 2 of 10 numbers not in Actor output: 5, 11", "timestamp": "2026-10-17T04:21:09.848Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-17T04:21:09.795Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The grounded check FAIL confirms 2 numbers (5 and 11) in the answer were not found in the Actor output, meaning the agent reported incorrect comment counts (all 0) when at least one post had non-zero comments, making the final answer inaccurate.", "timestamp": "2026-10-17T04:21:09.760Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve dataset items — no unnecessary repetition.", "timestamp": "2026-10-17T04:21:09.717Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The grounded check FAIL indicates 2 of 10 numbers not in Actor output (5, 11), but the agent reported 0 comments for all three posts; the dataset preview shows commentsCount:0 for the visible items, yet the harness found numbers 5 and 11 not in the output — suggesting the agent may have misread or the third post's commentsCount was non-zero but reported as 0.", "timestamp": "2026-10-17T04:21:09.676Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with startUrls set to the group URL, resultsLimit=3, and viewOption='RECENT_ACTIVITY', all matching the task requirements.", "timestamp": "2026-10-17T04:21:09.631Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-17T04:21:09.572Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:10:11.091Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-17T04:10:11.055Z", "metadata": {} }, "check.grounded": { "value": 0.8, "stringValue": null, "comment": "FAIL: 2 of 10 numbers not in Actor output: 5, 11", "timestamp": "2026-10-17T04:10:11.021Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-17T04:10:10.978Z", "metadata": {} }, "check.sortOrder": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): viewOption", "timestamp": "2026-10-17T04:10:10.941Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-17T04:10:10.892Z", "metadata": {} }, "check.groupUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-17T04:10:10.855Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:10:10.773Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-10-17T04:10:10.679Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 2 of 10 numbers not in Actor output: 5, 11" }, { "scenarioId": "facebook-groups-scraper-discovery-public-group-posts", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:09:49.384Z", "day": "2026-10-17", "traceId": "12a3d41ce78df28bd4258442ee8af9ba", "observationId": "ac39c5adb0bcc3fe", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/12a3d41ce78df28bd4258442ee8af9ba?observation=ac39c5adb0bcc3fe", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "find", "title": "facebook-groups / find / public-group-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-17T04:21:08.651Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-17T04:21:08.563Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "memo23/facebook-public-group-posts-scraper", "comment": "Actors the agent ran: memo23/facebook-public-group-posts-scraper", "timestamp": "2026-10-17T04:21:08.527Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-17T04:21:08.493Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:21:08.461Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-17T04:21:08.423Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-17T04:21:08.389Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 3 posts with real content from the retrieved data and ended with 'Actor: memo23/facebook-public-group-posts-scraper', but the rightActor and namedActor checks both FAIL because it used the wrong actor instead of apify/facebook-groups-scraper; the task asked for the correct actor to be used and named.", "timestamp": "2026-10-17T04:21:08.344Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct path: search → fetch details → call actor → poll → get items, with no redundant or wasted steps.", "timestamp": "2026-10-17T04:21:08.306Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 3 dataset items and accurately reported their content (welcome posts listing new members by AllMath), directly citing the text and timestamps from the tool results.", "timestamp": "2026-10-17T04:21:08.268Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed startUrls with the correct group URL, maxItems:3, and viewOption:'CHRONOLOGICAL', which are all well-formed and sensible inputs matching the actor's input schema.", "timestamp": "2026-10-17T04:21:08.235Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for discovering and running a Facebook group scraper. However, it picked memo23/facebook-public-group-posts-scraper instead of the intended apify/facebook-groups-scraper, which is a discoverability/selection issue confirmed by the rightActor FAIL.", "timestamp": "2026-10-17T04:21:08.191Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:11:09.620Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-17T04:11:09.587Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:11:09.510Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-groups-scraper\"", "timestamp": "2026-10-17T04:11:09.478Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-17T04:11:09.397Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "memo23/facebook-public-group-posts-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper" }, { "scenarioId": "facebook-ads-scraper-usage-nike-last-30-days", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:09:54.465Z", "day": "2026-10-17", "traceId": "cacd06c10c5d70112584adc61cbc926a", "observationId": "644457c0ce380e9a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/cacd06c10c5d70112584adc61cbc926a?observation=644457c0ce380e9a", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "use", "title": "facebook-ads / use / nike-last-30-days", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 20 ads retrieved with a real ad body text grounded in the data, and honestly disclosed that reach/spend data were null (not available for Nike's ads in Meta's Ad Library), fulfilling the task requirements including the grounded check passing for all 3 numbers.", "timestamp": "2026-10-17T04:21:07.313Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 20 ads retrieved with a real ad body text grounded in the data, and honestly disclosed that reach/spend data were null (not available for Nike's ads in Meta's Ad Library), fulfilling the task requirements including the grounded check passing for all 3 numbers.", "timestamp": "2026-10-17T04:21:07.280Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-17T04:21:07.242Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:21:07.201Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, provided correct inputs, used real retrieved data, handled the running state gracefully, and delivered a complete honest answer with 20 ads, real body text, and transparent reporting of null reach/spend data.", "timestamp": "2026-10-17T04:21:07.165Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-17T04:21:07.125Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 20 ads retrieved with a real ad body text grounded in the data, and honestly disclosed that reach/spend data were null (not available for Nike's ads in Meta's Ad Library), fulfilling the task requirements including the grounded check passing for all 3 numbers.", "timestamp": "2026-10-17T04:21:07.088Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call (fetching limit=1 with clean=true after already getting all 20 items) to inspect the full structure when reach/spend were null, which was a reasonable diagnostic step but added a minor redundancy.", "timestamp": "2026-10-17T04:21:07.043Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor initially returned RUNNING with 4 items, so the agent correctly polled with get-actor-run and waited for SUCCEEDED status before fetching dataset items; when reach/spend were null, the agent honestly reported this rather than inventing values.", "timestamp": "2026-10-17T04:21:07.008Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used actual data from the dataset items — the body text 'Descubre distintos calzados, prendas, colores y siluetas Nike Sportswear para renovar tus looks.' and the count of 20 ads are directly drawn from the get-dataset-items response, confirmed by the grounded check passing.", "timestamp": "2026-10-17T04:21:06.970Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set startUrls to the Nike Facebook page URL, resultsLimit=20, isDetailsPerAd=true, onlyAdsNewerThan='30 days', and activeStatus='active' — all well-formed and matching the task requirements; deterministic checks confirm pageUrl, dateRange, twentyAds, and detailsFlag all passed.", "timestamp": "2026-10-17T04:21:06.928Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected fetch-actor-details to inspect the schema, then call-actor with apify/facebook-ads-scraper, then get-actor-run to poll for completion, then get-dataset-items to retrieve results — all appropriate tools for the task.", "timestamp": "2026-10-17T04:21:06.885Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:11:23.346Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-17T04:11:23.309Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 3 numbers found in Actor output", "timestamp": "2026-10-17T04:11:23.262Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-17T04:11:23.224Z", "metadata": {} }, "check.detailsFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): isDetailsPerAd", "timestamp": "2026-10-17T04:11:23.187Z", "metadata": {} }, "check.twentyAds": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-17T04:11:23.137Z", "metadata": {} }, "check.dateRange": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): onlyAdsNewerThan", "timestamp": "2026-10-17T04:11:23.102Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-17T04:11:23.066Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:11:23.026Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-ads-scraper", "timestamp": "2026-10-17T04:11:22.944Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-17T04:11:22.857Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 20 ads retrieved with a real ad body text grounded in the data, and honestly disclosed that reach/spend data were null (not available for Nike's ads in Meta's Ad Library), fulfilling the task requirements including the grounded check passing for all 3 numbers." }, { "scenarioId": "facebook-ads-scraper-discovery-nike-ad-library", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:09:55.657Z", "day": "2026-10-17", "traceId": "c7755aafa03bd7ca8e8ce7d38b1b374b", "observationId": "12dc2468822be24d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c7755aafa03bd7ca8e8ce7d38b1b374b?observation=12dc2468822be24d", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "find", "title": "facebook-ads / find / nike-ad-library", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used adside/meta-ad-library-ads-scraper, hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-17T04:21:05.411Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used adside/meta-ad-library-ads-scraper, hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-17T04:21:05.328Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "adside/meta-ad-library-ads-scraper", "comment": "Actors the agent ran: adside/meta-ad-library-ads-scraper, hyperbach/meta-ads-library-scraper", "timestamp": "2026-10-17T04:21:05.292Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-17T04:21:05.259Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:21:05.220Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used adside/meta-ad-library-ads-scraper, hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-17T04:21:05.183Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-17T04:21:05.146Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 10 active ads and provided a real example body text from the data, and ended with 'Actor: hyperbach/meta-ads-library-scraper' as required, but used the wrong actor (not apify/facebook-ads-scraper) and did not use the facebook.com/nike URL as specified in the task.", "timestamp": "2026-10-17T04:21:05.110Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two actor runs (one failed with 0 items, one succeeded), plus appropriate detail-fetching calls; the recovery was reasonable though the initial wrong actor choice added an extra run.", "timestamp": "2026-10-17T04:21:05.073Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first actor (adside/meta-ad-library-ads-scraper) returned 0 items, the agent correctly pivoted to try a different actor (hyperbach/meta-ads-library-scraper) which succeeded with 10 items.", "timestamp": "2026-10-17T04:21:05.030Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items and correctly reported the body_text 'Descubre distintos calzados, prendas, colores y siluetas Nike Sportswear para renovar tus looks.' directly from the dataset results, not invented.", "timestamp": "2026-10-17T04:21:04.995Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "For the second actor call, the agent used advertiserNames=['Nike'] with maxAds:10 and activeStatus:'active', which are reasonable inputs; however, the task specified looking up ads for 'facebook.com/nike' (a URL), and the agent used a name search instead of a page URL or page ID from facebook.com/nike.", "timestamp": "2026-10-17T04:21:04.915Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Meta Ad Library actors and found relevant ones, but chose adside/meta-ad-library-ads-scraper first (which returned 0 items) and then hyperbach/meta-ads-library-scraper instead of the intended apify/facebook-ads-scraper. The rightActor check is FAIL per the deterministic facts.", "timestamp": "2026-10-17T04:21:04.830Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:11:35.538Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-17T04:11:35.499Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:11:35.465Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-ads-scraper\"", "timestamp": "2026-10-17T04:11:35.386Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used adside/meta-ad-library-ads-scraper, hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-17T04:11:35.303Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "adside/meta-ad-library-ads-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used adside/meta-ad-library-ads-scraper, hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper" }, { "scenarioId": "tripadvisor-usage-rome-restaurants", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:10:11.128Z", "day": "2026-10-17", "traceId": "3d2724035911c9a29c2252c1bf9580f5", "observationId": "81007831bd953dd1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3d2724035911c9a29c2252c1bf9580f5?observation=81007831bd953dd1", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "use", "title": "tripadvisor / use / rome-restaurants", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 10 restaurants with cuisine type, price range, and rating, reported the count (10), and named the top restaurant (DOC EnoBistrot - Cucina & Vineria) with its rating (4.9), fully satisfying the task requirements.", "timestamp": "2026-10-17T04:20:57.798Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 10 restaurants with cuisine type, price range, and rating, reported the count (10), and named the top restaurant (DOC EnoBistrot - Cucina & Vineria) with its rating (4.9), fully satisfying the task requirements.", "timestamp": "2026-10-17T04:20:57.763Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-17T04:20:57.726Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:20:57.693Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected tools, formed valid inputs, utilized retrieved data, polled efficiently, and delivered a complete grounded answer.", "timestamp": "2026-10-17T04:20:57.656Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-17T04:20:57.591Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 restaurants with cuisine type, price range, and rating, reported the count (10), and named the top restaurant (DOC EnoBistrot - Cucina & Vineria) with its rating (4.9), fully satisfying the task requirements.", "timestamp": "2026-10-17T04:20:57.555Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent polled get-actor-run three times while the actor was still running, which was necessary given the actor took ~186 seconds; this is reasonable polling behavior, not pointless repetition.", "timestamp": "2026-10-17T04:20:57.517Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly used the returned fields (name, cuisines, priceLevel, rating, numberOfReviews, rankingPosition) to populate the final answer table, with all data grounded in the tool results.", "timestamp": "2026-10-17T04:20:57.485Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with query='Rome', maxItemsPerQuery=10, includeRestaurants=true, includeHotels=false, includeAttractions=false — all well-formed and appropriate for the task.", "timestamp": "2026-10-17T04:20:57.446Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the maxcopell/tripadvisor Actor and retrieving results.", "timestamp": "2026-10-17T04:20:57.411Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:13:41.317Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-17T04:13:41.281Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-10-17T04:13:41.232Z", "metadata": {} }, "check.ratingField": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-17T04:13:41.192Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-17T04:13:41.159Z", "metadata": {} }, "check.restaurantsMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeRestaurants", "timestamp": "2026-10-17T04:13:41.118Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:13:41.085Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-17T04:13:40.962Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[3-5]\\.\\d\\b/", "timestamp": "2026-10-17T04:13:40.882Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved 10 restaurants with cuisine type, price range, and rating, reported the count (10), and named the top restaurant (DOC EnoBistrot - Cucina & Vineria) with its rating (4.9), fully satisfying the task requirements." }, { "scenarioId": "tripadvisor-discovery-barcelona-attractions", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:11:09.654Z", "day": "2026-10-17", "traceId": "9ae6ceb263f177c071bac95b066dc028", "observationId": "e329854020a8a83a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9ae6ceb263f177c071bac95b066dc028?observation=e329854020a8a83a", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "find", "title": "tripadvisor / find / barcelona-attractions", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-17T04:20:54.921Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:20:54.825Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The actor succeeded and 9 items were available in dataset IrWADtlUrIe9OzwaO with fields including 'name', 'rating', and 'numberOfReviews', but the agent spent all available time polling and never called get-dataset-items to retrieve and present the data. The failure is in the agent's execution strategy (too many long waits, no proactive dataset fetch once items appeared), not in the Actor or its tooling.", "timestamp": "2026-10-17T04:20:54.791Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-17T04:20:54.754Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never presented any attraction names, ratings, or review counts to the user, and the final answer line 'Actor: ' was never written — the task was not completed.", "timestamp": "2026-10-17T04:20:54.719Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent polled get-actor-run five times with 45-second waits each, which was reasonable given the actor took ~276 seconds, but the session expired before a final dataset fetch call could be made.", "timestamp": "2026-10-17T04:20:54.684Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The session timed out before the agent could fetch and present the dataset items; the final 'answer' is just a status message ('Almost there with 9 items. Let me wait a bit more...') with no attraction data presented to the user.", "timestamp": "2026-10-17T04:20:54.652Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed query='Barcelona', maxItemsPerQuery=10, includeAttractions=true, includeRestaurants=false, includeHotels=false, language='en' — all well-formed and appropriate for the task.", "timestamp": "2026-10-17T04:20:54.608Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used maxcopell/tripadvisor (the main scraper, not the -reviews sibling) which supports attractions scraping for Barcelona.", "timestamp": "2026-10-17T04:20:54.554Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-17T04:16:10.154Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor", "timestamp": "2026-10-17T04:16:10.103Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:16:10.067Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /maxcopell/tripadvisor(?!-)/", "timestamp": "2026-10-17T04:16:09.985Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-17T04:16:09.906Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "namedActor" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:11:23.381Z", "day": "2026-10-17", "traceId": "a5bdcd99fdfebd9b92aebb266f759200", "observationId": "448b36462ded6caa", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a5bdcd99fdfebd9b92aebb266f759200?observation=448b36462ded6caa", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-17T04:20:53.783Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-17T04:20:53.693Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-17T04:20:53.655Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-17T04:20:53.615Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The get-dataset-items call with fields='aiModeResult.sources' returned an empty object '{}', meaning the Actor did not populate the sources array in the dataset output even though the status message confirmed '1 aiModeResults'. The agent could not retrieve a structured source count and had to infer sources from inline text citations, leading to an unverified count of 9.", "timestamp": "2026-10-17T04:20:53.577Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-17T04:20:53.541Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported the AI Mode answer text accurately from the retrieved data, but the source count of 9 appears to be fabricated — the aiModeResult.sources field returned an empty object in the dataset, and the 9 sources listed were constructed from inline citations in the answer text rather than from a structured sources array, making the count unverified and potentially inaccurate.", "timestamp": "2026-10-17T04:20:53.496Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call (with fields='aiModeResult.sources') that returned empty, requiring a third dataset fetch; this was a minor inefficiency but the overall path was reasonable given the field projection issue.", "timestamp": "2026-10-17T04:20:53.461Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first get-dataset-items call with fields='aiModeResult.sources' returned an empty object, the agent made a follow-up call without field filtering to retrieve the full item, successfully recovering the data.", "timestamp": "2026-10-17T04:20:53.421Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the aiModeResult.text from the dataset and quoted it directly in the final answer; the answer text matches the preview returned by get-dataset-items.", "timestamp": "2026-10-17T04:20:53.386Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set queries='best crm for small business', maxPagesPerQuery=1, countryCode='gb', and aiModeSearch.enableAiMode=true — all correct inputs matching the schema requirements and task specification.", "timestamp": "2026-10-17T04:20:53.347Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with apify/google-search-scraper, then get-actor-run to poll, then get-dataset-items to retrieve results — all appropriate tools for the task.", "timestamp": "2026-10-17T04:20:53.308Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:14:00.871Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-17T04:14:00.841Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-17T04:14:00.804Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-17T04:14:00.762Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-10-17T04:14:00.683Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-17T04:14:00.650Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-10-17T04:14:00.608Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:14:00.568Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-17T04:14:00.514Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:11:35.567Z", "day": "2026-10-17", "traceId": "8540d0ac233bedf57ecbabb1a7a02bf4", "observationId": "8fe7cbc35c9f4aa0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8540d0ac233bedf57ecbabb1a7a02bf4?observation=8fe7cbc35c9f4aa0", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 9 organic results and the top three domains (leasingmarkt.de, adac.de, insta-drive.com) grounded in the retrieved data, fulfilling the task requirements despite the missing languageCode parameter.", "timestamp": "2026-10-17T04:20:52.061Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 9 organic results and the top three domains (leasingmarkt.de, adac.de, insta-drive.com) grounded in the retrieved data, fulfilling the task requirements despite the missing languageCode parameter.", "timestamp": "2026-10-17T04:20:52.026Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-17T04:20:51.990Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:20:51.953Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The agent passed 'searchLanguage': 'de' in the call-actor input, but the actor's actual field name is 'languageCode', resulting in languageCode=null in the output as confirmed by the deterministic check lang (apify.input, warn): FAIL.", "timestamp": "2026-10-17T04:20:51.916Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-17T04:20:51.880Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 9 organic results and the top three domains (leasingmarkt.de, adac.de, insta-drive.com) grounded in the retrieved data, fulfilling the task requirements despite the missing languageCode parameter.", "timestamp": "2026-10-17T04:20:51.842Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor, get-actor-run, and two get-dataset-items calls; the extra dataset call was necessary due to the field filtering issue, making the path reasonably efficient with only one minor detour.", "timestamp": "2026-10-17T04:20:51.804Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first get-dataset-items call with field filtering returned empty items ({}), the agent immediately retried without field filtering and successfully retrieved the full data.", "timestamp": "2026-10-17T04:20:51.771Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent extracted organic result count (9) and top three domains (leasingmarkt.de, adac.de, insta-drive.com) directly from the dataset items returned by get-dataset-items, matching the actual data in the tool result preview.", "timestamp": "2026-10-17T04:20:51.738Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed queries='elektroauto leasing', countryCode='de', maxPagesPerQuery=1, and searchLanguage='de', but the deterministic check confirms languageCode was missing (the field name should have been 'languageCode' not 'searchLanguage', which was not recognized by the actor as shown by languageCode=null in the output).", "timestamp": "2026-10-17T04:20:51.704Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/google-search-scraper, which is the exact actor named in the prompt.", "timestamp": "2026-10-17T04:20:51.661Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:13:14.272Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-17T04:13:14.242Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-17T04:13:14.208Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-17T04:13:14.169Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-17T04:13:14.122Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode is missing (expected \"de\")", "timestamp": "2026-10-17T04:13:14.091Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-17T04:13:14.054Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-17T04:13:13.967Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:13:13.917Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-17T04:13:13.838Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang" ], "judgeComment": "PASS: The agent reported 9 organic results and the top three domains (leasingmarkt.de, adac.de, insta-drive.com) grounded in the retrieved data, fulfilling the task requirements despite the missing languageCode parameter." }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:13:14.304Z", "day": "2026-10-17", "traceId": "14176384f38f230b3fa741b0d7f37c37", "observationId": "b42eba4a621471c6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/14176384f38f230b3fa741b0d7f37c37?observation=b42eba4a621471c6", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned 7 organic results with titles, links, and snippets for 'apify web scraping' from the first page, and correctly ended with 'Actor: apify/google-search-scraper'.", "timestamp": "2026-10-17T04:20:46.847Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned 7 organic results with titles, links, and snippets for 'apify web scraping' from the first page, and correctly ended with 'Actor: apify/google-search-scraper'.", "timestamp": "2026-10-17T04:20:46.809Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-10-17T04:20:46.772Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-17T04:20:46.739Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:20:46.696Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first get-dataset-items call with fields='organicResults.position,organicResults.title,organicResults.url,organicResults.description' returned empty items ({}), suggesting the dot-notation field projection did not work as expected for nested array fields, requiring a second call without field filtering to retrieve the data.", "timestamp": "2026-10-17T04:20:46.661Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-17T04:20:46.629Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned 7 organic results with titles, links, and snippets for 'apify web scraping' from the first page, and correctly ended with 'Actor: apify/google-search-scraper'.", "timestamp": "2026-10-17T04:20:46.595Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: search-actors, fetch-actor-details, call-actor, and two get-dataset-items calls (the second needed because the first field-projected call returned empty objects), which is slightly inefficient but reasonable.", "timestamp": "2026-10-17T04:20:46.551Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with fields projection returned empty items ({}), so the agent made a second call without field projection to get the full data successfully.", "timestamp": "2026-10-17T04:20:46.515Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and presented the 7 organic results with titles, URLs, and descriptions directly from the tool result data, not invented.", "timestamp": "2026-10-17T04:20:46.478Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with queries='apify web scraping' and maxPagesPerQuery=1, which correctly limits to the first results page as required.", "timestamp": "2026-10-17T04:20:46.443Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/google-search-scraper, the intended actor for scraping Google Search organic results.", "timestamp": "2026-10-17T04:20:46.408Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:14:00.266Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-17T04:14:00.224Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:14:00.177Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-17T04:14:00.097Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-17T04:13:59.989Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned 7 organic results with titles, links, and snippets for 'apify web scraping' from the first page, and correctly ended with 'Actor: apify/google-search-scraper'." }, { "scenarioId": "google-maps-contact-details-usage-toronto-roofers", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:13:41.345Z", "day": "2026-10-17", "traceId": "ae4bd1b0b96668608b7cab3804cbfa6d", "observationId": "516799a82716cca1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ae4bd1b0b96668608b7cab3804cbfa6d?observation=516799a82716cca1", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "use", "title": "google-maps-contact-details / use / toronto-roofers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 2 of 10 items missing emails", "timestamp": "2026-10-17T04:20:41.362Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 2 of 10 items missing emails", "timestamp": "2026-10-17T04:20:41.281Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-17T04:20:41.246Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-17T04:20:41.209Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 2 of 10 items missing emails", "timestamp": "2026-10-17T04:20:41.171Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-17T04:20:41.133Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a table of all 10 roofing companies with names, websites, emails, and social profiles, and correctly reported that 8 out of 10 had emails (matching the deterministic check that 2 of 10 items were missing emails).", "timestamp": "2026-10-17T04:20:41.099Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent polled get-actor-run four times before fetching the dataset, which was somewhat repetitive, but the run was genuinely still processing during those polls, making the extra calls reasonable rather than wasteful.", "timestamp": "2026-10-17T04:20:41.051Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The Actor took longer than expected and the agent polled get-actor-run multiple times while it was still RUNNING, eventually retrieving the dataset before the run officially completed — this was a reasonable polling strategy with no errors to recover from.", "timestamp": "2026-10-17T04:20:40.988Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items via get-dataset-items and directly used the returned data (titles, websites, emails, social profiles) to populate the final answer table.", "timestamp": "2026-10-17T04:20:40.950Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called lukaskrivka/google-maps-with-contact-details with searchStringsArray=['roofing companies'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=10, language='en', and scrapeSocialMediaProfiles enabled — all sensible and correct inputs.", "timestamp": "2026-10-17T04:20:40.912Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the specified Actor and retrieving results.", "timestamp": "2026-10-17T04:20:40.871Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:16:51.206Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-17T04:16:51.153Z", "metadata": {} }, "check.count": { "value": 1, "stringValue": null, "comment": "PASS (warn): answer matches /[0-9]/", "timestamp": "2026-10-17T04:16:51.102Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 10 items missing emails", "timestamp": "2026-10-17T04:16:51.069Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-17T04:16:51.026Z", "metadata": {} }, "check.socials": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): scrapeSocialMediaProfiles", "timestamp": "2026-10-17T04:16:50.988Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-17T04:16:50.952Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:16:50.915Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-17T04:16:50.863Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 2 of 10 items missing emails" }, { "scenarioId": "google-maps-contact-details-discovery-toronto-roofers-emails", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:14:00.309Z", "day": "2026-10-17", "traceId": "4088e666218c018c4ef15c5f6395aa19", "observationId": "d4a818bba714eb57", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4088e666218c018c4ef15c5f6395aa19?observation=d4a818bba714eb57", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "find", "title": "google-maps-contact-details / find / toronto-roofers-emails", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used samstorm/roofing-lead-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-17T04:20:40.398Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used samstorm/roofing-lead-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-17T04:20:40.316Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "samstorm/roofing-lead-scraper", "comment": "Actors the agent ran: samstorm/roofing-lead-scraper", "timestamp": "2026-10-17T04:20:40.279Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-17T04:20:40.241Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:20:40.204Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used samstorm/roofing-lead-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-17T04:20:40.166Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 0, "stringValue": null, "comment": "get-actor-run: data/waitSecs must be <= 45", "timestamp": "2026-10-17T04:20:40.125Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task asked for 10 roofing companies but only 4 were returned; additionally the wrong actor was used (not lukaskrivka/google-maps-with-contact-details), so the task was not completed as intended.", "timestamp": "2026-10-17T04:20:40.090Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent polled get-actor-run four times due to the long-running actor, which was necessary given the run took ~212 seconds; no unnecessary redundant calls were made.", "timestamp": "2026-10-17T04:20:40.051Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When waitSecs=60 was rejected with a validation error, the agent immediately retried with waitSecs=45 and continued polling until the run succeeded.", "timestamp": "2026-10-17T04:20:40.018Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and correctly reported the 4 companies with their email status, matching the tool result preview exactly.", "timestamp": "2026-10-17T04:20:39.979Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The inputs provided to samstorm/roofing-lead-scraper were well-formed: businessType, location (Toronto, ON), maxResults=10, enrichEmails=true, verifyEmails=true, enrichSocials=true, outputFormat=full — all required fields present and sensible.", "timestamp": "2026-10-17T04:20:39.939Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used samstorm/roofing-lead-scraper instead of the intended lukaskrivka/google-maps-with-contact-details; the rightActor check is FAIL, meaning the wrong actor was selected despite a search that returned multiple options.", "timestamp": "2026-10-17T04:20:39.901Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:17:58.719Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-17T04:17:58.682Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:17:58.644Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"lukaskrivka/google-maps-with-contact-details\"", "timestamp": "2026-10-17T04:17:58.563Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used samstorm/roofing-lead-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-17T04:17:58.463Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "samstorm/roofing-lead-scraper", "infraOk": true, "failedChecks": [ "schemaValidity", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used samstorm/roofing-lead-scraper; expected lukaskrivka/google-maps-with-contact-details" }, { "scenarioId": "google-maps-reviews-usage-ritz-trend", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:14:00.955Z", "day": "2026-10-17", "traceId": "35774abebc8e852c005331132c5fd121", "observationId": "75a75fd41f9b69b5", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/35774abebc8e852c005331132c5fd121?observation=75a75fd41f9b69b5", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "use", "title": "google-maps-reviews / use / ritz-trend", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported averages of 4.33 (newest 15) vs 4.00 (previous 15) and stated the trend is UP, grounded in the retrieved data with correct arithmetic on non-null ratings.", "timestamp": "2026-10-17T04:20:37.407Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported averages of 4.33 (newest 15) vs 4.00 (previous 15) and stated the trend is UP, grounded in the retrieved data with correct arithmetic on non-null ratings.", "timestamp": "2026-10-17T04:20:37.369Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-17T04:20:37.332Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:20:37.291Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly handled missing star ratings, used the right actor with correct inputs, and delivered a complete, data-grounded answer.", "timestamp": "2026-10-17T04:20:37.249Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-17T04:20:37.208Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported averages of 4.33 (newest 15) vs 4.00 (previous 15) and stated the trend is UP, grounded in the retrieved data with correct arithmetic on non-null ratings.", "timestamp": "2026-10-17T04:20:37.166Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made exactly 3 tool calls in logical sequence (fetch details → run actor → get items) with no redundant calls.", "timestamp": "2026-10-17T04:20:37.130Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "8 of 30 items were missing stars (confirmed by deterministic check); the agent correctly identified the null values and computed averages only over non-null ratings, handling the data gap gracefully.", "timestamp": "2026-10-17T04:20:37.096Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the 30 items from the dataset and directly used the stars and publishedAtDate fields to compute averages, consistent with the preview data shown.", "timestamp": "2026-10-17T04:20:37.055Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed maxReviews:30, reviewsSort:'newest', and a valid Google Maps search URL for the Ritz-Carlton Chicago, matching the schema requirements.", "timestamp": "2026-10-17T04:20:36.968Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-17T04:20:36.822Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:14:40.850Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-17T04:14:40.811Z", "metadata": {} }, "check.stars": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 8 of 30 items missing stars", "timestamp": "2026-10-17T04:14:40.777Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 30 items ok", "timestamp": "2026-10-17T04:14:40.739Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxReviews", "timestamp": "2026-10-17T04:14:40.704Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:14:40.663Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-reviews-scraper", "timestamp": "2026-10-17T04:14:40.574Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[1-5](\\.\\d+)?\\b/", "timestamp": "2026-10-17T04:14:40.472Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "stars" ], "judgeComment": "PASS: The agent reported averages of 4.33 (newest 15) vs 4.00 (previous 15) and stated the trend is UP, grounded in the retrieved data with correct arithmetic on non-null ratings." }, { "scenarioId": "google-maps-reviews-discovery-ritz", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:14:18.668Z", "day": "2026-10-17", "traceId": "870c37d77e93437a305079936829844d", "observationId": "2823520c44e41351", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/870c37d77e93437a305079936829844d?observation=2823520c44e41351", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "find", "title": "google-maps-reviews / find / ritz", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides a well-structured summary of praises and complaints grounded in the retrieved reviews, and ends with exactly 'Actor: compass/Google-Maps-Reviews-Scraper' as required; however, the second run returned only 20 items per the dataset itemCount preview (though facts confirm 30 items in run 1CknlOGytrnsnoX5h), and the summary covers both praises and complaints comprehensively.", "timestamp": "2026-10-17T04:20:42.661Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides a well-structured summary of praises and complaints grounded in the retrieved reviews, and ends with exactly 'Actor: compass/Google-Maps-Reviews-Scraper' as required; however, the second run returned only 20 items per the dataset itemCount preview (though facts confirm 30 items in run 1CknlOGytrnsnoX5h), and the summary covers both praises and complaints comprehensively.", "timestamp": "2026-10-17T04:20:42.618Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-17T04:20:42.582Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-17T04:20:42.541Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:20:42.503Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first call-actor invocation used a fabricated/invalid Google Maps place URL ('https://www.google.com/maps/place/The+Ritz-Carlton+Chicago/@41.8866,-87.6211,17z/data=!3m1!4b1!4m6!3m5!1s0x880e2d3e8d1f2e09:0xc4c5f5f5f5f5f5f5...') that returned 0 results, wasting a run. Better documentation or examples of valid place URLs for well-known hotels would help agents construct correct inputs on the first attempt.", "timestamp": "2026-10-17T04:20:42.466Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-17T04:20:42.430Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides a well-structured summary of praises and complaints grounded in the retrieved reviews, and ends with exactly 'Actor: compass/Google-Maps-Reviews-Scraper' as required; however, the second run returned only 20 items per the dataset itemCount preview (though facts confirm 30 items in run 1CknlOGytrnsnoX5h), and the summary covers both praises and complaints comprehensively.", "timestamp": "2026-10-17T04:20:42.388Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two actor runs because the first used an invalid/fabricated place URL; while not ideal, the recovery was quick and the overall path was reasonably direct with only one extra run.", "timestamp": "2026-10-17T04:20:42.331Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first run returned 0 items; the agent checked the key-value store STATS record, confirmed 0 reviews scraped, then retried with a search URL that successfully returned 30 items.", "timestamp": "2026-10-17T04:20:42.292Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and grounded the summary in actual review text visible in the preview (e.g., the umbrella discrimination story, Dale's praise, Agnes at front desk, Lake Michigan views, dining area crowding), all matching retrieved data.", "timestamp": "2026-10-17T04:20:42.256Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call used a malformed/fabricated Google Maps URL that returned 0 results; the second call used a search URL format ('https://www.google.com/maps/search/Ritz-Carlton+Chicago/') which is a valid input format per the schema and succeeded in returning reviews.", "timestamp": "2026-10-17T04:20:42.217Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used compass/Google-Maps-Reviews-Scraper, the intended actor for scraping Google Maps reviews, found via search-actors.", "timestamp": "2026-10-17T04:20:42.174Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:15:30.927Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-17T04:15:30.890Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:15:30.857Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"compass/google-maps-reviews-scraper\"", "timestamp": "2026-10-17T04:15:30.777Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-17T04:15:30.659Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides a well-structured summary of praises and complaints grounded in the retrieved reviews, and ends with exactly 'Actor: compass/Google-Maps-Reviews-Scraper' as required; however, the second run returned only 20 items per the dataset itemCount preview (though facts confirm 30 items in run 1CknlOGytrnsnoX5h), and the summary covers both praises and complaints comprehensively." }, { "scenarioId": "google-maps-extractor-usage-toronto-plumbers", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:14:25.594Z", "day": "2026-10-17", "traceId": "cceb449081c7da2eb7f9f9f59b88cd5b", "observationId": "deca6bae5a5ae4cd", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/cceb449081c7da2eb7f9f9f59b88cd5b?observation=deca6bae5a5ae4cd", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "use", "title": "google-maps-extractor / use / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 1 of 15 items missing address", "timestamp": "2026-10-17T04:20:28.079Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 1 of 15 items missing address", "timestamp": "2026-10-17T04:20:27.948Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-17T04:20:27.900Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-17T04:20:27.864Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 1 of 15 items missing address", "timestamp": "2026-10-17T04:20:27.821Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-17T04:20:27.786Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned all 15 plumbers with name, address (noting one missing), phone, and star rating, stated the count of 15, and correctly identified the highest-rated as 6 plumbers tied at 5.0 stars, all grounded in retrieved data.", "timestamp": "2026-10-17T04:20:27.748Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve results — no redundant calls.", "timestamp": "2026-10-17T04:20:27.710Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "One item (PLUMBER ON DEMAND of SCARBOROUGH, ON) had a null address (confirmed by the fields FAIL check), and the agent correctly noted 'Address not available' rather than inventing one.", "timestamp": "2026-10-17T04:20:27.677Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 19 numbers in the answer were found in Actor output, and the agent's table directly reflects the dataset items returned by get-dataset-items.", "timestamp": "2026-10-17T04:20:27.645Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=['plumber'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=15, and language='en' — all well-formed and appropriate for the task.", "timestamp": "2026-10-17T04:20:27.608Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-17T04:20:27.521Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:15:08.127Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-17T04:15:08.094Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 19 numbers found in Actor output", "timestamp": "2026-10-17T04:15:08.058Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /[1-5][.][0-9]/", "timestamp": "2026-10-17T04:15:08.023Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 1 of 15 items missing address", "timestamp": "2026-10-17T04:15:07.987Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 15 items ok", "timestamp": "2026-10-17T04:15:07.954Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-17T04:15:07.916Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:15:07.841Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-extractor", "timestamp": "2026-10-17T04:15:07.765Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 1 of 15 items missing address" }, { "scenarioId": "google-maps-extractor-discovery-toronto-plumbers", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:14:40.882Z", "day": "2026-10-17", "traceId": "a8be2557fb0d0c14b3ecf5c001a06692", "observationId": "5abf48c759ed6303", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a8be2557fb0d0c14b3ecf5c001a06692?observation=5abf48c759ed6303", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "find", "title": "google-maps-extractor / find / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used scrapers_lat/overpass-osm-business-leads-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-17T04:20:29.180Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used scrapers_lat/overpass-osm-business-leads-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-17T04:20:29.080Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "scrapers_lat/overpass-osm-business-leads-scraper", "comment": "Actors the agent ran: scrapers_lat/overpass-osm-business-leads-scraper", "timestamp": "2026-10-17T04:20:29.025Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-17T04:20:28.989Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:20:28.949Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used scrapers_lat/overpass-osm-business-leads-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-17T04:20:28.908Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-17T04:20:28.873Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required 15 plumbers with name, address, phone, website, and rating; the agent returned only 5 results, none with ratings, using the wrong actor (OSM has no ratings), so the task was not completed.", "timestamp": "2026-10-17T04:20:28.836Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch details, call actor, get dataset) in a direct sequence with no redundant steps.", "timestamp": "2026-10-17T04:20:28.796Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the 5 dataset items and displayed them accurately in a table, correctly reflecting the names, addresses, phones, and websites from the tool results.", "timestamp": "2026-10-17T04:20:28.760Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed sensible inputs (category='plumber', city='Toronto, Ontario', maxBusinesses=15, withContactOnly=true) to the chosen actor, which are well-formed for that actor's schema.", "timestamp": "2026-10-17T04:20:28.719Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for actors and selected scrapers_lat/overpass-osm-business-leads-scraper (an OSM-based scraper) instead of the correct compass/google-maps-extractor or compass/crawler-google-places; the rightActor check is FAIL and namedActor check is FAIL confirming the wrong actor was chosen.", "timestamp": "2026-10-17T04:20:28.672Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:15:40.213Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-17T04:15:40.175Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:15:40.136Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /compass/(google-maps-extractor|crawler-google-places)/", "timestamp": "2026-10-17T04:15:40.055Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used scrapers_lat/overpass-osm-business-leads-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-17T04:15:39.968Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "scrapers_lat/overpass-osm-business-leads-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used scrapers_lat/overpass-osm-business-leads-scraper; expected compass/google-maps-extractor" }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:15:08.158Z", "day": "2026-10-17", "traceId": "6d786b615ca632cfa81f673301bf8fea", "observationId": "8b9fb410563d4c41", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6d786b615ca632cfa81f673301bf8fea?observation=8b9fb410563d4c41", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 10 coffee shops with names, addresses, phone numbers (noting missing ones honestly), and ratings, reported the count (10), and identified the highest-rated one (Větrníkovo at 5.0), fully satisfying the task.", "timestamp": "2026-10-17T04:20:27.968Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 10 coffee shops with names, addresses, phone numbers (noting missing ones honestly), and ratings, reported the count (10), and identified the highest-rated one (Větrníkovo at 5.0), fully satisfying the task.", "timestamp": "2026-10-17T04:20:27.916Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-17T04:20:27.855Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:20:27.817Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the right actor, provided sensible inputs, used the retrieved data accurately, and delivered a complete answer matching all task requirements.", "timestamp": "2026-10-17T04:20:27.781Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-17T04:20:27.737Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 coffee shops with names, addresses, phone numbers (noting missing ones honestly), and ratings, reported the count (10), and identified the highest-rated one (Větrníkovo at 5.0), fully satisfying the task.", "timestamp": "2026-10-17T04:20:27.705Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch schema, run actor, retrieve results — no redundant or repeated calls.", "timestamp": "2026-10-17T04:20:27.668Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The deterministic grounded check PASSED confirming all 5 numbers in the answer were found in Actor output; the agent directly used the dataset items returned by get-dataset-items to populate the table.", "timestamp": "2026-10-17T04:20:27.591Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=['coffee shop'], locationQuery='Prague', maxCrawledPlacesPerSearch=10, placeMinimumStars='four', and language='en' — all well-formed and appropriate for finding highly-rated coffee shops in Prague with a 10-place cap.", "timestamp": "2026-10-17T04:20:27.542Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with compass/crawler-google-places, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-17T04:20:27.459Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:15:48.220Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-17T04:15:48.183Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 5 numbers found in Actor output", "timestamp": "2026-10-17T04:15:48.146Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-17T04:15:48.106Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-17T04:15:48.070Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-17T04:15:48.032Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:15:47.997Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-17T04:15:47.919Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-17T04:15:47.840Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved 10 coffee shops with names, addresses, phone numbers (noting missing ones honestly), and ratings, reported the count (10), and identified the highest-rated one (Větrníkovo at 5.0), fully satisfying the task." }, { "scenarioId": "crawler-google-places-discovery-miami-gyms", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:15:30.964Z", "day": "2026-10-17", "traceId": "8f380fc3e7ab1eee8d058dcbc3ec5952", "observationId": "7144fdd61f846b38", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8f380fc3e7ab1eee8d058dcbc3ec5952?observation=7144fdd61f846b38", "subject": "compass/crawler-google-places", "owner": "google", "skill": "find", "title": "crawler-google-places / find / miami-gyms", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used gio21/gym-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-17T04:20:29.969Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used gio21/gym-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-17T04:20:29.881Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "gio21/gym-scraper", "comment": "Actors the agent ran: gio21/gym-scraper", "timestamp": "2026-10-17T04:20:29.839Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-17T04:20:29.795Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:20:29.753Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used gio21/gym-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-17T04:20:29.715Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-17T04:20:29.674Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer contains no real gym data for Miami—only mock sample data with placeholder names—so the task of tracking and comparing the top 20 gyms in Miami by rating, review count, and opening hours was not completed.", "timestamp": "2026-10-17T04:20:29.638Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made an unnecessary extra call to fetch details for lexonia/business-finder after already running gio21/gym-scraper, without using that information, adding a wasted step.", "timestamp": "2026-10-17T04:20:29.604Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the actor returned mock data due to a free-tier account limitation, the agent acknowledged the issue but did not attempt to find an alternative actor (like compass/crawler-google-places) that might work; it instead presented a hypothetical table structure and suggested upgrading the account.", "timestamp": "2026-10-17T04:20:29.568Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The dataset returned only mock/sample data (all items had _mock:true) with placeholder names like 'Sample Fitness Center' and no real Miami gyms; the agent acknowledged this and presented a table with placeholder values rather than real data.", "timestamp": "2026-10-17T04:20:29.387Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called gio21/gym-scraper with sensible inputs: searchTerm='gyms', location='Miami, FL', maxPages=1, which are well-formed and appropriate for the task.", "timestamp": "2026-10-17T04:20:29.345Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used gio21/gym-scraper instead of the intended compass/crawler-google-places; the rightActor check is FAIL, meaning the wrong actor was selected despite a search that could have surfaced the correct one.", "timestamp": "2026-10-17T04:20:29.312Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:16:16.892Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-17T04:16:16.836Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:16:16.802Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"compass/crawler-google-places\"", "timestamp": "2026-10-17T04:16:16.731Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used gio21/gym-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-17T04:16:16.654Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "gio21/gym-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used gio21/gym-scraper; expected compass/crawler-google-places" }, { "scenarioId": "contact-info-scraper-usage-two-domains-shallow", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:15:40.244Z", "day": "2026-10-17", "traceId": "c2892da6a724c8619b9f03fcc9e3e1ea", "observationId": "44b4089255189708", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c2892da6a724c8619b9f03fcc9e3e1ea?observation=44b4089255189708", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "use", "title": "contact-info / use / two-domains-shallow", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-17T04:20:16.275Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-17T04:20:16.112Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-17T04:20:16.073Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-17T04:20:16.036Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-17T04:20:15.994Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-17T04:20:15.945Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported emails and social profiles per domain from retrieved data; the fields check FAIL (items missing 'url' field and one item missing 'emails') reflects Actor output structure issues, but the agent correctly reported emails as empty for Notion and found hello@apify.com for Apify, fulfilling the task requirements.", "timestamp": "2026-10-17T04:20:15.904Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve results — no redundant calls.", "timestamp": "2026-10-17T04:20:15.867Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly reported data from the dataset items, including hello@apify.com for Apify and empty emails for Notion, and listed social profiles exactly as returned by the tool.", "timestamp": "2026-10-17T04:20:15.826Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed both URLs as startUrls, set maxDepth=1, mergeContacts=true, sameDomain=true, and reasonable limits — all well-formed and appropriate for the task.", "timestamp": "2026-10-17T04:20:15.739Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-17T04:20:15.654Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:16:46.635Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-17T04:16:46.597Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-17T04:16:46.562Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 2 items ok", "timestamp": "2026-10-17T04:16:46.526Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): maxDepth", "timestamp": "2026-10-17T04:16:46.486Z", "metadata": {} }, "check.urls": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-17T04:16:46.423Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:16:46.344Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used vdrmota/contact-info-scraper", "timestamp": "2026-10-17T04:16:46.243Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails" }, { "scenarioId": "contact-info-scraper-discovery-notion-website", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:15:48.252Z", "day": "2026-10-17", "traceId": "6ad19792ce930396b5922023e209dd32", "observationId": "ccb9d3406f3531de", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6ad19792ce930396b5922023e209dd32?observation=ccb9d3406f3531de", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "find", "title": "contact-info / find / notion-website", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used jmlp/web-contact-scraper; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-17T04:20:18.085Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used jmlp/web-contact-scraper; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-17T04:20:18.004Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "jmlp/web-contact-scraper", "comment": "Actors the agent ran: jmlp/web-contact-scraper", "timestamp": "2026-10-17T04:20:17.966Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-17T04:20:17.927Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:20:17.874Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used jmlp/web-contact-scraper; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-17T04:20:17.839Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-17T04:20:17.798Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned real contact data (emails, social profiles) for notion.so, but used the wrong actor (jmlp/web-contact-scraper instead of vdrmota/contact-info-scraper) and the answer does not contain the expected actor name, so both deterministic checks fail.", "timestamp": "2026-10-17T04:20:17.754Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search calls before selecting an actor, then one failed call and one successful call, then retrieved results — a reasonable path with only minor inefficiency from the input error.", "timestamp": "2026-10-17T04:20:17.714Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call-actor failed with 'must be string' validation error, the agent immediately retried with the corrected input format (plain strings instead of objects) and succeeded.", "timestamp": "2026-10-17T04:20:17.677Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from run hrVZ1HTBp3uqeS0Fm and directly reported the emails, social profiles, and pages from the returned data without inventing any values.", "timestamp": "2026-10-17T04:20:17.623Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call-actor attempt failed input validation because startUrls contained objects instead of strings; the agent then corrected this to pass plain strings ['https://www.notion.so'] which succeeded.", "timestamp": "2026-10-17T04:20:17.569Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for contact info scrapers and selected jmlp/web-contact-scraper instead of the intended vdrmota/contact-info-scraper; the rightActor check is confirmed FAIL, meaning the wrong actor was chosen.", "timestamp": "2026-10-17T04:20:16.965Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:16:26.725Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-17T04:16:26.692Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): jmlp/web-contact-scraper run : CALL-FAILED", "timestamp": "2026-10-17T04:16:26.614Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"vdrmota/contact-info-scraper\"", "timestamp": "2026-10-17T04:16:26.571Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used jmlp/web-contact-scraper; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-17T04:16:26.476Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "jmlp/web-contact-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used jmlp/web-contact-scraper; expected vdrmota/contact-info-scraper" }, { "scenarioId": "booking-scraper-usage-amsterdam-three-adults", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:16:10.188Z", "day": "2026-10-17", "traceId": "fd4a4fa15f965bbae70bee8becff98a8", "observationId": "526af41b7fd7231f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/fd4a4fa15f965bbae70bee8becff98a8?observation=526af41b7fd7231f", "subject": "voyager/booking-scraper", "owner": "google", "skill": "use", "title": "booking / use / amsterdam-three-adults", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 10 hotels retrieved, identified the cheapest nightly price (€166.65 at Dutch Design Hotel Vondelpark), and the highest-rated property (Staal House, 9.4/10), all grounded in the retrieved dataset items, fully fulfilling the task requirements.", "timestamp": "2026-10-17T04:20:17.948Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 10 hotels retrieved, identified the cheapest nightly price (€166.65 at Dutch Design Hotel Vondelpark), and the highest-rated property (Staal House, 9.4/10), all grounded in the retrieved dataset items, fully fulfilling the task requirements.", "timestamp": "2026-10-17T04:20:17.909Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-17T04:20:17.869Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:20:17.839Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the correct actor was used, inputs were well-formed (Amsterdam, 4-week-ahead dates, 2-night stay, 3 adults, 10-item cap), results were properly utilized, and the final answer correctly reported count, cheapest price, and highest-rated property.", "timestamp": "2026-10-17T04:20:17.803Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-17T04:20:17.768Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 hotels retrieved, identified the cheapest nightly price (€166.65 at Dutch Design Hotel Vondelpark), and the highest-rated property (Staal House, 9.4/10), all grounded in the retrieved dataset items, fully fulfilling the task requirements.", "timestamp": "2026-10-17T04:20:17.732Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one fetch-actor-details call, one call-actor call, and then polled get-actor-run four times (necessary as the run took ~200 seconds), followed by one get-dataset-items call — a reasonably direct path with no unnecessary repetition.", "timestamp": "2026-10-17T04:20:17.695Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned name, price, and rating fields to identify the cheapest (Dutch Design Hotel Vondelpark at €333.31 total) and highest-rated (Staal House at 9.4) properties, matching the tool result preview data.", "timestamp": "2026-10-17T04:20:17.655Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set search='Amsterdam', maxItems=10, checkIn='2026-11-14', checkOut='2026-11-16' (two nights, ~4 weeks from 2026-10-17), adults=3, rooms=1 — all correct per the task requirements and the deterministic checks confirm dates, adults, and cap all passed.", "timestamp": "2026-10-17T04:20:17.616Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with voyager/booking-scraper, followed by get-actor-run to poll for completion, and get-dataset-items to retrieve results — all appropriate tools for this task.", "timestamp": "2026-10-17T04:20:17.571Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:19:54.729Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-17T04:19:54.696Z", "metadata": {} }, "check.optFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-17T04:19:54.659Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-17T04:19:54.622Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-17T04:19:54.586Z", "metadata": {} }, "check.adults": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): adults", "timestamp": "2026-10-17T04:19:54.547Z", "metadata": {} }, "check.dates": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-17T04:19:54.512Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxItems", "timestamp": "2026-10-17T04:19:54.475Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:19:54.394Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used voyager/booking-scraper", "timestamp": "2026-10-17T04:19:54.307Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 10 hotels retrieved, identified the cheapest nightly price (€166.65 at Dutch Design Hotel Vondelpark), and the highest-rated property (Staal House, 9.4/10), all grounded in the retrieved dataset items, fully fulfilling the task requirements." }, { "scenarioId": "booking-scraper-discovery-amsterdam-hotels", "experimentId": "c35f5279bbbb8dc3", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-17 04:00 · schedule · y5o1p", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-17T04:16:16.928Z", "day": "2026-10-17", "traceId": "0e3b686e08f7bf8938d0e07c8152d162", "observationId": "fb1026c7c211758e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0e3b686e08f7bf8938d0e07c8152d162?observation=fb1026c7c211758e", "subject": "voyager/booking-scraper", "owner": "google", "skill": "find", "title": "booking / find / amsterdam-hotels", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-17T04:20:16.312Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-17T04:20:16.226Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "rl1987/booking-api-scraper", "comment": "Actors the agent ran: rl1987/booking-api-scraper", "timestamp": "2026-10-17T04:20:16.186Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-17T04:20:16.147Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-17T04:20:16.112Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-17T04:20:16.072Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-17T04:20:16.012Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned a list of 10 Amsterdam hotels with prices for two nights ~a month ahead and correctly identified Flying Pig Uptown as cheapest, but used the wrong actor (rl1987/booking-api-scraper instead of voyager/booking-scraper) and the final line names the wrong actor.", "timestamp": "2026-10-17T04:20:15.971Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: search actors, fetch details, call actor, get dataset items — no redundant calls or backtracking.", "timestamp": "2026-10-17T04:20:15.930Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items and directly used the name, price.total, price.per_night, and reviewScore fields from the tool result to populate its answer table without inventing data.", "timestamp": "2026-10-17T04:20:15.889Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed well-formed inputs: search='Amsterdam', checkin='2026-11-17', checkout='2026-11-19' (two nights, ~a month ahead), adults=2, rooms=1, maxItems=10, currency='USD' — all sensible and correctly typed.", "timestamp": "2026-10-17T04:20:15.852Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task, though it picked rl1987/booking-api-scraper instead of the intended voyager/booking-scraper (rightActor: FAIL per deterministic checks).", "timestamp": "2026-10-17T04:20:15.815Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "c35f5279bbbb8dc3", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-17T04:16:51.419Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-17T04:16:51.386Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-17T04:16:51.352Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"voyager/booking-scraper\"", "timestamp": "2026-10-17T04:16:51.316Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-17T04:16:51.273Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "rl1987/booking-api-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper" }, { "scenarioId": "zillow-zip-search-usage-scottsdale", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:00:30.629Z", "day": "2026-10-18", "traceId": "ee071495bab7d901324738cd663f45dd", "observationId": "70fc0aefd44666ec", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ee071495bab7d901324738cd663f45dd?observation=70fc0aefd44666ec", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "use", "title": "zillow-zip-search / use / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check forSaleByOwnerTrue: maxcopell/zillow-zip-search: forSaleByOwner = false (expected true)", "timestamp": "2026-10-18T04:17:59.180Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check forSaleByOwnerTrue: maxcopell/zillow-zip-search: forSaleByOwner = false (expected true)", "timestamp": "2026-10-18T04:17:59.092Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-18T04:17:59.056Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:17:59.025Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "check forSaleByOwnerTrue: maxcopell/zillow-zip-search: forSaleByOwner = false (expected true)", "timestamp": "2026-10-18T04:17:58.991Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-18T04:17:58.958Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 10 results and correctly identified the cheapest home's address and price from real data, but the input was missing forSaleByOwner=true which is a required flag per the schema, meaning the search was not fully configured as required.", "timestamp": "2026-10-18T04:17:58.926Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve results — no redundant calls.", "timestamp": "2026-10-18T04:17:58.895Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the 10 dataset items and correctly identified the cheapest home (7920 E CAMELBACK Road #508 at $264,000) directly from the returned data.", "timestamp": "2026-10-18T04:17:58.863Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent set zipCodes=['85251'], priceMax=800000, forSaleByAgent=true, forRent=false, sold=false, resultsLimit=10, but set forSaleByOwner=false instead of true, which caused the deterministic check forSaleByOwnerTrue to FAIL.", "timestamp": "2026-10-18T04:17:58.836Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-18T04:17:58.800Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:01:40.427Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: forSaleByOwnerTrue", "timestamp": "2026-10-18T04:01:40.392Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-10-18T04:01:40.323Z", "metadata": {} }, "check.tenResults": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-18T04:01:40.281Z", "metadata": {} }, "check.priceCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): priceMax", "timestamp": "2026-10-18T04:01:40.250Z", "metadata": {} }, "check.soldFalse": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): sold", "timestamp": "2026-10-18T04:01:40.215Z", "metadata": {} }, "check.forRentFalse": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): forRent", "timestamp": "2026-10-18T04:01:40.182Z", "metadata": {} }, "check.forSaleByOwnerTrue": { "value": 0, "stringValue": null, "comment": "FAIL: maxcopell/zillow-zip-search: forSaleByOwner = false (expected true)", "timestamp": "2026-10-18T04:01:40.147Z", "metadata": {} }, "check.forSaleByAgentTrue": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): forSaleByAgent", "timestamp": "2026-10-18T04:01:40.110Z", "metadata": {} }, "check.requiredFlags": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-18T04:01:40.077Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:01:40.039Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/zillow-zip-search", "timestamp": "2026-10-18T04:01:39.952Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{1,3},\\d{3}/", "timestamp": "2026-10-18T04:01:39.870Z", "metadata": {} } }, "verdict": "fail", "fixArea": "input-schema", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "forSaleByOwnerTrue" ], "judgeComment": "FAIL: check forSaleByOwnerTrue: maxcopell/zillow-zip-search: forSaleByOwner = false (expected true)" }, { "scenarioId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:00:30.631Z", "day": "2026-10-18", "traceId": "1fbca4ab604655721c101ac7ceb47165", "observationId": "8cb14db1c6f0ac58", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1fbca4ab604655721c101ac7ceb47165?observation=8cb14db1c6f0ac58", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "use", "title": "youtube-shorts / use / mrbeast-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer lists all 10 MrBeast Shorts with their view and like counts, grounded in the retrieved data, fully satisfying the task requirements.", "timestamp": "2026-10-18T04:17:58.896Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer lists all 10 MrBeast Shorts with their view and like counts, grounded in the retrieved data, fully satisfying the task requirements.", "timestamp": "2026-10-18T04:17:58.817Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-18T04:17:58.779Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:17:58.749Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, used correct inputs, utilized retrieved data accurately, handled the running state gracefully, and delivered a complete grounded answer.", "timestamp": "2026-10-18T04:17:58.716Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-18T04:17:58.678Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer lists all 10 MrBeast Shorts with their view and like counts, grounded in the retrieved data, fully satisfying the task requirements.", "timestamp": "2026-10-18T04:17:58.637Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: fetch schema, call actor, poll for completion, fetch results — no redundant or wasted calls.", "timestamp": "2026-10-18T04:17:58.600Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor was still RUNNING after the initial 45-second wait, and the agent correctly polled with get-actor-run to wait for completion before fetching results.", "timestamp": "2026-10-18T04:17:58.565Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 25 numbers in the final answer were found in the Actor output, and the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-10-18T04:17:58.525Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with channels=[\"MrBeast\"], maxResultsShorts=10, and sortChannelShortsBy=\"POPULAR\", which matches all required and recommended inputs per the schema and task.", "timestamp": "2026-10-18T04:17:58.490Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for the task of running streamers/youtube-shorts-scraper and retrieving results.", "timestamp": "2026-10-18T04:17:58.454Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:02:28.338Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-18T04:02:28.304Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 25 numbers found in Actor output", "timestamp": "2026-10-18T04:02:28.269Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-18T04:02:28.224Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-18T04:02:28.187Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResultsShorts", "timestamp": "2026-10-18T04:02:28.153Z", "metadata": {} }, "check.sortPopular": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): sortChannelShortsBy", "timestamp": "2026-10-18T04:02:28.114Z", "metadata": {} }, "check.channelInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): channels[0]", "timestamp": "2026-10-18T04:02:28.072Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:02:27.992Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-18T04:02:27.880Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer lists all 10 MrBeast Shorts with their view and like counts, grounded in the retrieved data, fully satisfying the task requirements." }, { "scenarioId": "youtube-shorts-scraper-discovery-mrbeast-popular", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:00:30.632Z", "day": "2026-10-18", "traceId": "58e63b6bc75efd475ba1b7885181879a", "observationId": "d12668073c235647", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/58e63b6bc75efd475ba1b7885181879a?observation=d12668073c235647", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "find", "title": "youtube-shorts / find / mrbeast-popular", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used grow_media/youtube-channel-video-scraper; expected streamers/youtube-shorts-scraper", "timestamp": "2026-10-18T04:17:48.110Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used grow_media/youtube-channel-video-scraper; expected streamers/youtube-shorts-scraper", "timestamp": "2026-10-18T04:17:48.004Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "grow_media/youtube-channel-video-scraper", "comment": "Actors the agent ran: grow_media/youtube-channel-video-scraper", "timestamp": "2026-10-18T04:17:47.961Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-18T04:17:47.929Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:17:47.892Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used grow_media/youtube-channel-video-scraper; expected streamers/youtube-shorts-scraper", "timestamp": "2026-10-18T04:17:47.852Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-18T04:17:47.813Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned 10 MrBeast Shorts with view counts grounded in retrieved data, but used the wrong actor (grow_media/youtube-channel-video-scraper instead of streamers/youtube-shorts-scraper), so the rightActor deterministic check fails.", "timestamp": "2026-10-18T04:17:47.775Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search calls (first with 'YouTube Shorts MrBeast' returning only 1 irrelevant result, then 'YouTube channel videos scraper'), fetched actor details, called the actor, and retrieved results — a reasonably direct path given the search miss.", "timestamp": "2026-10-18T04:17:47.742Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items and directly used the title and viewCount fields from the tool results to populate the final answer.", "timestamp": "2026-10-18T04:17:47.662Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly set channelHandle='@MrBeast', videoType='short', sortOrder='popular', maxResults=10, which are well-formed inputs for the actor it chose.", "timestamp": "2026-10-18T04:17:47.615Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used grow_media/youtube-channel-video-scraper instead of the intended streamers/youtube-shorts-scraper; the rightActor check is FAIL per the deterministic facts.", "timestamp": "2026-10-18T04:17:47.578Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:01:33.312Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-18T04:01:33.281Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{3,}/", "timestamp": "2026-10-18T04:01:33.245Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:01:33.207Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"streamers/youtube-shorts-scraper\"", "timestamp": "2026-10-18T04:01:33.075Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used grow_media/youtube-channel-video-scraper; expected streamers/youtube-shorts-scraper", "timestamp": "2026-10-18T04:01:32.949Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "grow_media/youtube-channel-video-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used grow_media/youtube-channel-video-scraper; expected streamers/youtube-shorts-scraper" }, { "scenarioId": "youtube-scraper-discovery-espresso", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:00:30.632Z", "day": "2026-10-18", "traceId": "9a21bd93b8d6d3fe067e6e493f077303", "observationId": "8e58dcf8ddfdf846", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9a21bd93b8d6d3fe067e6e493f077303?observation=8e58dcf8ddfdf846", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "find", "title": "youtube / find / espresso", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent delivered a ranked list of 10 videos with titles, view counts, and channel names from the last month, all grounded in retrieved data, and ended with 'Actor: streamers/youtube-scraper' as required.", "timestamp": "2026-10-18T04:17:48.817Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent delivered a ranked list of 10 videos with titles, view counts, and channel names from the last month, all grounded in retrieved data, and ended with 'Actor: streamers/youtube-scraper' as required.", "timestamp": "2026-10-18T04:17:48.779Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: streamers/youtube-scraper", "timestamp": "2026-10-18T04:17:48.749Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-18T04:17:48.714Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:17:48.677Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered the right actor, used appropriate inputs, retrieved and utilized real data, and produced a complete answer matching the task requirements.", "timestamp": "2026-10-18T04:17:48.638Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-18T04:17:48.576Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a ranked list of 10 videos with titles, view counts, and channel names from the last month, all grounded in retrieved data, and ended with 'Actor: streamers/youtube-scraper' as required.", "timestamp": "2026-10-18T04:17:48.543Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call (first fetching 10, then fetching all 49) which was slightly redundant but reasonable since the first fetch was needed to check the data structure before retrieving all items for sorting.", "timestamp": "2026-10-18T04:17:48.502Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved all 49 dataset items and sorted them by viewCount to present the top 10, directly using the data returned from the dataset.", "timestamp": "2026-10-18T04:17:48.460Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with searchQueries=['home espresso machines'], maxResults=50, dateFilter='month', and sortingOrder='views' — all appropriate parameters for finding the most-viewed videos from the last month.", "timestamp": "2026-10-18T04:17:48.425Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used streamers/youtube-scraper, which is the appropriate tool for scraping YouTube videos with date filters and view count sorting.", "timestamp": "2026-10-18T04:17:48.387Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:02:57.914Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-18T04:02:57.877Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:02:57.837Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"streamers/youtube-scraper\"", "timestamp": "2026-10-18T04:02:57.797Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-scraper", "timestamp": "2026-10-18T04:02:57.759Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent delivered a ranked list of 10 videos with titles, view counts, and channel names from the last month, all grounded in retrieved data, and ended with 'Actor: streamers/youtube-scraper' as required." }, { "scenarioId": "tiktok-scraper-usage-protein-coffee", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:00:30.632Z", "day": "2026-10-18", "traceId": "e5cadc9b912ce2815519c443b608c5b3", "observationId": "9c57914a3461312e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e5cadc9b912ce2815519c443b608c5b3?observation=9c57914a3461312e", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "use", "title": "tiktok / use / protein-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-18T04:17:53.830Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-18T04:17:53.741Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-18T04:17:53.707Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-18T04:17:53.670Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "After retrieving valid data, the agent incorrectly sorted the top 10 by play count — tradwifelyss with 716,800 plays was listed at rank 6 instead of rank 4, showing the model made an error when ordering the results rather than any issue with the Actor or tools.", "timestamp": "2026-10-18T04:17:53.618Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-18T04:17:53.585Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 10 videos with play counts grounded in retrieved data, but the ranking order is incorrect — rank 6 (tradwifelyss, 716,800) should be rank 4, ahead of morganpetersonn (488,200) and ronnibeauty (465,500), indicating a sorting error in the final answer.", "timestamp": "2026-10-18T04:17:53.549Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: fetch schema, run actor, poll for completion, fetch dataset — no redundant or wasted calls.", "timestamp": "2026-10-18T04:17:53.514Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The only non-error event was the actor still RUNNING on first poll; the agent correctly polled again with get-actor-run and waited for SUCCEEDED status.", "timestamp": "2026-10-18T04:17:53.470Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 20 numbers in the answer were found in Actor output, and the agent retrieved 50 items from the dataset before sorting by playCount.", "timestamp": "2026-10-18T04:17:53.435Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries:[\"protein coffee recipe\"], resultsPerPage:50, searchSection:\"/video\", and videoSearchSorting:\"MOST_RELEVANT\" — all valid fields per the input schema.", "timestamp": "2026-10-18T04:17:53.400Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running and retrieving results from clockworks/tiktok-scraper.", "timestamp": "2026-10-18T04:17:53.359Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:02:29.278Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-18T04:02:29.229Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 20 numbers found in Actor output", "timestamp": "2026-10-18T04:02:29.193Z", "metadata": {} }, "check.plays": { "value": 1, "stringValue": null, "comment": "PASS (warn): 50 items ok", "timestamp": "2026-10-18T04:02:29.147Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:02:29.113Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-scraper", "timestamp": "2026-10-18T04:02:29.070Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-18T04:02:29.034Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "youtube-scraper-usage-espresso-engagement", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:00:30.632Z", "day": "2026-10-18", "traceId": "f13363a7f915977c82dea71570caee16", "observationId": "94867d3db649dce6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f13363a7f915977c82dea71570caee16?observation=94867d3db649dce6", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "use", "title": "youtube / use / espresso-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 5 videos with views, likes, and comment counts in a clear table, fulfilling the task; all 7 numbers were verified as grounded in the actor output.", "timestamp": "2026-10-18T04:17:56.790Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 5 videos with views, likes, and comment counts in a clear table, fulfilling the task; all 7 numbers were verified as grounded in the actor output.", "timestamp": "2026-10-18T04:17:56.751Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-18T04:17:56.719Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:17:56.683Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified the actor, formed valid inputs, polled for completion, and reported grounded engagement data for all 5 videos.", "timestamp": "2026-10-18T04:17:56.632Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-18T04:17:56.585Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 5 videos with views, likes, and comment counts in a clear table, fulfilling the task; all 7 numbers were verified as grounded in the actor output.", "timestamp": "2026-10-18T04:17:56.544Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a logical 4-step path: fetch schema → call actor → poll for completion → fetch items, with no redundant calls.", "timestamp": "2026-10-18T04:17:56.512Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor was still RUNNING after the initial 30-second wait, so the agent correctly polled with get-actor-run and waited for SUCCEEDED status before fetching results.", "timestamp": "2026-10-18T04:17:56.467Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer table directly reflects the dataset items returned by get-dataset-items (e.g., 55,012 views / 304 likes / 19 comments for the first video), confirmed by the grounded check passing.", "timestamp": "2026-10-18T04:17:56.417Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries=[\"home espresso machine review\"] and maxResults=5, which are the correct input fields per the schema, and requested the right fields (title, url, viewCount, likes, commentsCount) when fetching dataset items.", "timestamp": "2026-10-18T04:17:56.380Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running streamers/youtube-scraper and retrieving results.", "timestamp": "2026-10-18T04:17:56.332Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:02:04.880Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-18T04:02:04.842Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 7 numbers found in Actor output", "timestamp": "2026-10-18T04:02:04.807Z", "metadata": {} }, "check.engagementFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-18T04:02:04.775Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-18T04:02:04.732Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-18T04:02:04.697Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:02:04.655Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-scraper", "timestamp": "2026-10-18T04:02:04.578Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-18T04:02:04.500Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 5 videos with views, likes, and comment counts in a clear table, fulfilling the task; all 7 numbers were verified as grounded in the actor output." }, { "scenarioId": "tiktok-scraper-discovery-cleantok", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:01:33.488Z", "day": "2026-10-18", "traceId": "b1a6dcc277a4a6e306f89d8169050430", "observationId": "674ed2bab7c31abc", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b1a6dcc277a4a6e306f89d8169050430?observation=674ed2bab7c31abc", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "find", "title": "tiktok / find / cleantok", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-18T04:17:46.906Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-18T04:17:46.813Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "memo23/tiktok-hashtag-scraper", "comment": "Actors the agent ran: memo23/tiktok-hashtag-scraper", "timestamp": "2026-10-18T04:17:46.782Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-18T04:17:46.751Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-18T04:17:46.718Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-18T04:17:46.664Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-18T04:17:46.606Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a summary of trending #cleantok content with real engagement numbers from 20 videos, fulfilling the task requirements, though it used the wrong actor (memo23 instead of clockworks/tiktok-scraper) and the final line correctly names the actor used.", "timestamp": "2026-10-18T04:17:46.572Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search-actors, fetch-actor-details, call-actor, and get-dataset-items — a direct and minimal path to complete the task.", "timestamp": "2026-10-18T04:17:46.532Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 dataset items and used real engagement numbers from the dataset (e.g., 53.4M plays for @theorganizedaddict, 5.2M likes) to build the summary table and insights.", "timestamp": "2026-10-18T04:17:46.478Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called memo23/tiktok-hashtag-scraper with {hashtags: ['cleantok'], maxResultsPerHashtag: 20}, which correctly targets the #cleantok hashtag and caps results at 20 as required.", "timestamp": "2026-10-18T04:17:46.441Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for TikTok hashtag actors and selected memo23/tiktok-hashtag-scraper, which is a valid tool for the task but not the intended clockworks/tiktok-scraper; the rightActor check is marked FAIL per the deterministic facts.", "timestamp": "2026-10-18T04:17:46.400Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:02:15.144Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-18T04:02:15.109Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:02:15.070Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-scraper\"", "timestamp": "2026-10-18T04:02:14.888Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-18T04:02:14.806Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "memo23/tiktok-hashtag-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper" }, { "scenarioId": "tiktok-profile-scraper-usage-apifylife-latest-five", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:01:40.591Z", "day": "2026-10-18", "traceId": "ef962f3f7f87f4ebf30e7cc64d5d2183", "observationId": "95cca8b3e5f3c4e1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ef962f3f7f87f4ebf30e7cc64d5d2183?observation=95cca8b3e5f3c4e1", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "use", "title": "tiktok-profile / use / apifylife-latest-five", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer correctly reports 193 followers and all 5 most recent videos with their play counts (743, 15400, 290, 585, 812), all grounded in the retrieved data.", "timestamp": "2026-10-18T04:17:42.102Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer correctly reports 193 followers and all 5 most recent videos with their play counts (743, 15400, 290, 585, 812), all grounded in the retrieved data.", "timestamp": "2026-10-18T04:17:42.065Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-18T04:17:42.026Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:17:41.987Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor selected, proper inputs used, results correctly utilized, efficient plan, and complete answer grounded in actual data.", "timestamp": "2026-10-18T04:17:41.954Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-18T04:17:41.924Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer correctly reports 193 followers and all 5 most recent videos with their play counts (743, 15400, 290, 585, 812), all grounded in the retrieved data.", "timestamp": "2026-10-18T04:17:41.881Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, call actor, get dataset items — no redundant calls or backtracking.", "timestamp": "2026-10-18T04:17:41.814Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 7 numbers (193 followers, and play counts 743, 15400, 290, 585, 812) were found in the Actor output and correctly reported in the final answer.", "timestamp": "2026-10-18T04:17:41.783Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called clockworks/tiktok-profile-scraper with profiles=['apifylife'], profileSorting='latest', resultsPerPage=5, and profileScrapeSections=['videos'], which are all correct and well-formed inputs matching the task requirements.", "timestamp": "2026-10-18T04:17:41.749Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with clockworks/tiktok-profile-scraper, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-18T04:17:41.712Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:02:15.732Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-18T04:02:15.697Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 7 numbers found in Actor output", "timestamp": "2026-10-18T04:02:15.649Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-18T04:02:15.609Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-18T04:02:15.568Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsPerPage", "timestamp": "2026-10-18T04:02:15.535Z", "metadata": {} }, "check.profileInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): profiles[0]", "timestamp": "2026-10-18T04:02:15.496Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:02:15.455Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-18T04:02:15.414Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer correctly reports 193 followers and all 5 most recent videos with their play counts (743, 15400, 290, 585, 812), all grounded in the retrieved data." }, { "scenarioId": "tiktok-profile-scraper-discovery-apifylife-followers", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:02:04.922Z", "day": "2026-10-18", "traceId": "a9bf6fc184eb17493c24b822e6bb20bc", "observationId": "c0b397e089c3bac9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a9bf6fc184eb17493c24b822e6bb20bc?observation=c0b397e089c3bac9", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "find", "title": "tiktok-profile / find / apifylife-followers", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent provided the follower count (193) and all 5 most recent videos with captions, dates, and engagement metrics, ending with 'Actor: clockworks/tiktok-profile-scraper' as required.", "timestamp": "2026-10-18T04:17:39.396Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent provided the follower count (193) and all 5 most recent videos with captions, dates, and engagement metrics, ending with 'Actor: clockworks/tiktok-profile-scraper' as required.", "timestamp": "2026-10-18T04:17:39.361Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-profile-scraper", "timestamp": "2026-10-18T04:17:39.323Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-18T04:17:39.286Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:17:39.251Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the correct actor, used proper inputs, utilized retrieved data accurately, and completed the task fully.", "timestamp": "2026-10-18T04:17:39.213Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-18T04:17:39.167Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent provided the follower count (193) and all 5 most recent videos with captions, dates, and engagement metrics, ending with 'Actor: clockworks/tiktok-profile-scraper' as required.", "timestamp": "2026-10-18T04:17:39.122Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search-actors, fetch-actor-details, call-actor, and get-dataset-items — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-18T04:17:39.085Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly used the authorMeta.fans (193), video texts, createTimeISO dates, diggCount, playCount, and commentCount fields from the actual API response in its final answer.", "timestamp": "2026-10-18T04:17:39.039Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed profiles=['apifylife'], profileScrapeSections=['videos'], profileSorting='latest', and resultsPerPage=5, which are all correct and well-formed inputs for retrieving the 5 most recent videos from the profile.", "timestamp": "2026-10-18T04:17:39.005Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified clockworks/tiktok-profile-scraper as the appropriate tool for scraping a single TikTok profile, confirmed by the deterministic check rightActor: PASS.", "timestamp": "2026-10-18T04:17:38.907Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:02:53.566Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-18T04:02:53.521Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{2,}/", "timestamp": "2026-10-18T04:02:53.482Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:02:53.405Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-profile-scraper\"", "timestamp": "2026-10-18T04:02:53.365Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-18T04:02:53.263Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent provided the follower count (193) and all 5 most recent videos with captions, dates, and engagement metrics, ending with 'Actor: clockworks/tiktok-profile-scraper' as required." }, { "scenarioId": "tiktok-comments-scraper-usage-top-level-only", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:02:15.177Z", "day": "2026-10-18", "traceId": "b0afc0f0b2a143277da14effb5c992f5", "observationId": "59052cb591b69fc5", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b0afc0f0b2a143277da14effb5c992f5?observation=59052cb591b69fc5", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "use", "title": "tiktok-comments / use / top-level-only", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly identified and reported the top 5 comments by likes with accurate like counts, comment text, and usernames, all grounded in the retrieved data.", "timestamp": "2026-10-18T04:17:38.104Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly identified and reported the top 5 comments by likes with accurate like counts, comment text, and usernames, all grounded in the retrieved data.", "timestamp": "2026-10-18T04:17:38.065Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-18T04:17:38.031Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:17:37.994Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent successfully completed the task using the correct actor, appropriate inputs, and accurately reported the top 5 comments by likes from the retrieved dataset.", "timestamp": "2026-10-18T04:17:37.961Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-18T04:17:37.924Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and reported the top 5 comments by likes with accurate like counts, comment text, and usernames, all grounded in the retrieved data.", "timestamp": "2026-10-18T04:17:37.868Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls (fetch details, run actor, get results) with no redundant steps or retries.", "timestamp": "2026-10-18T04:17:37.835Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 14 numbers in the final answer were found in the Actor output, and the agent directly sorted and reported from the retrieved dataset items.", "timestamp": "2026-10-18T04:17:37.806Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used topLevelCommentsPerPost:20 and maxRepliesPerComment:0, which correctly limits to top-level comments without replies; however, the deterministic check flags that commentsPerPost was missing (cap check FAIL), though topLevelCommentsPerPost served the same purpose and produced 20 items successfully.", "timestamp": "2026-10-18T04:17:37.769Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with clockworks/tiktok-comments-scraper, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-18T04:17:37.731Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:03:02.219Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-18T04:03:02.170Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 14 numbers found in Actor output", "timestamp": "2026-10-18T04:03:02.137Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-18T04:03:02.100Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-18T04:03:02.055Z", "metadata": {} }, "check.noReplies": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxRepliesPerComment", "timestamp": "2026-10-18T04:03:01.998Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): clockworks/tiktok-comments-scraper: commentsPerPost is missing (expected at most 20)", "timestamp": "2026-10-18T04:03:01.965Z", "metadata": {} }, "check.videoUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): postURLs[0]", "timestamp": "2026-10-18T04:03:01.926Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:03:01.882Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-18T04:03:01.796Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "PASS: The agent correctly identified and reported the top 5 comments by likes with accurate like counts, comment text, and usernames, all grounded in the retrieved data." }, { "scenarioId": "tiktok-comments-scraper-discovery-video-top-comments", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:02:15.766Z", "day": "2026-10-18", "traceId": "e9ad3fae66e9cfb16ff65356afb6af4d", "observationId": "a8e9929896707c25", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e9ad3fae66e9cfb16ff65356afb6af4d?observation=a8e9929896707c25", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "find", "title": "tiktok-comments / find / video-top-comments", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent listed the 5 most-liked comments with their text, like counts, and usernames, and ended with 'Actor: clockworks/tiktok-comments-scraper' as required.", "timestamp": "2026-10-18T04:17:33.292Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent listed the 5 most-liked comments with their text, like counts, and usernames, and ended with 'Actor: clockworks/tiktok-comments-scraper' as required.", "timestamp": "2026-10-18T04:17:33.242Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-comments-scraper", "timestamp": "2026-10-18T04:17:33.154Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-18T04:17:33.120Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:17:33.088Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly found the right actor, ran it with proper inputs, utilized the results accurately, and fulfilled the task completely.", "timestamp": "2026-10-18T04:17:33.053Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-18T04:17:33.017Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent listed the 5 most-liked comments with their text, like counts, and usernames, and ended with 'Actor: clockworks/tiktok-comments-scraper' as required.", "timestamp": "2026-10-18T04:17:32.973Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search, fetch details, call actor, get dataset items — a direct and efficient path with no redundant steps.", "timestamp": "2026-10-18T04:17:32.932Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 100 dataset items with text and diggCount fields, then sorted them by diggCount to identify the top 5 most-liked comments, directly citing values from the retrieved data.", "timestamp": "2026-10-18T04:17:32.896Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct video URL in postURLs and set commentsPerPost to 100, which are well-formed inputs matching the actor's input schema.", "timestamp": "2026-10-18T04:17:32.862Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for 'TikTok comments' actors and correctly identified and used clockworks/tiktok-comments-scraper, which is the intended subject for this task.", "timestamp": "2026-10-18T04:17:32.826Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:03:10.439Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-18T04:03:10.405Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-18T04:03:10.370Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:03:10.333Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-comments-scraper\"", "timestamp": "2026-10-18T04:03:10.248Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-18T04:03:10.162Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent listed the 5 most-liked comments with their text, like counts, and usernames, and ended with 'Actor: clockworks/tiktok-comments-scraper' as required." }, { "scenarioId": "indeed-scraper-usage-swe-skills", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:02:28.371Z", "day": "2026-10-18", "traceId": "535c678c3faddb2a8822edc902362b6b", "observationId": "6cbaeccef9f5d4ae", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/535c678c3faddb2a8822edc902362b6b?observation=6cbaeccef9f5d4ae", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "use", "title": "indeed / use / swe-skills", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 20 real job postings, read their descriptions, and reported the top 5 skills (JavaScript/TypeScript, Python, C#, Git, Docker) with mention counts and contextual insights, fulfilling the task requirements.", "timestamp": "2026-10-18T04:17:35.960Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 20 real job postings, read their descriptions, and reported the top 5 skills (JavaScript/TypeScript, Python, C#, Git, Docker) with mention counts and contextual insights, fulfilling the task requirements.", "timestamp": "2026-10-18T04:17:35.925Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-18T04:17:35.882Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:17:35.845Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The deterministic cap check FAIL indicates maxItems was missing; the actor's schema uses 'maxItemsPerSearch' which the agent did supply with value 20, but the harness expected a field named 'maxItems' — this suggests a documentation/schema naming inconsistency that could confuse agents relying on field names to enforce caps.", "timestamp": "2026-10-18T04:17:35.810Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-18T04:17:35.774Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 real job postings, read their descriptions, and reported the top 5 skills (JavaScript/TypeScript, Python, C#, Git, Docker) with mention counts and contextual insights, fulfilling the task requirements.", "timestamp": "2026-10-18T04:17:35.738Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: fetch actor details, run actor, get dataset items, read full output — no redundant calls or backtracking.", "timestamp": "2026-10-18T04:17:35.702Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the full dataset file (78.6KB of real job descriptions) and grounded its skill analysis in those descriptions, referencing specific companies like Accuray and BurnBot that appear in the retrieved data.", "timestamp": "2026-10-18T04:17:35.659Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed position='software engineer', maxItemsPerSearch=20, country='US' to the actor, which is well-formed; however the deterministic check flags that 'maxItems' is missing — the correct field is 'maxItemsPerSearch' which was used, so the cap check FAIL is a harness naming issue, but the agent did correctly use the schema-defined field name.", "timestamp": "2026-10-18T04:17:35.623Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, and Read — all appropriate tools for the task of scraping and analyzing job postings.", "timestamp": "2026-10-18T04:17:35.590Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:03:16.175Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-18T04:03:16.135Z", "metadata": {} }, "check.descriptions": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-18T04:03:16.098Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-18T04:03:16.064Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): misceres/indeed-scraper: maxItems is missing (expected at most 20)", "timestamp": "2026-10-18T04:03:16.030Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:03:15.991Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used misceres/indeed-scraper", "timestamp": "2026-10-18T04:03:15.955Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-10-18T04:03:15.918Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "PASS: The agent retrieved 20 real job postings, read their descriptions, and reported the top 5 skills (JavaScript/TypeScript, Python, C#, Git, Docker) with mention counts and contextual insights, fulfilling the task requirements." }, { "scenarioId": "indeed-scraper-discovery-denver-marketing", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:02:29.312Z", "day": "2026-10-18", "traceId": "4c39d58057f345d8e61aeffbfb82a094", "observationId": "7ba8eed7f7ce0bd3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4c39d58057f345d8e61aeffbfb82a094?observation=7ba8eed7f7ce0bd3", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "find", "title": "indeed / find / denver-marketing", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used borderline/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-18T04:17:28.352Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used borderline/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-18T04:17:28.259Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "borderline/indeed-scraper", "comment": "Actors the agent ran: borderline/indeed-scraper", "timestamp": "2026-10-18T04:17:28.225Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-18T04:17:28.177Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-18T04:17:28.144Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used borderline/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-18T04:17:28.100Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-18T04:17:28.062Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a table of 10 Indeed postings with salary and company ratings for marketing coordinator roles in Denver, CO, fulfilling the benchmarking request, though it used the wrong actor (borderline instead of misceres) and the namedActor check failed because the answer contains 'borderline/indeed-scraper' not 'misceres/indeed-scraper'.", "timestamp": "2026-10-18T04:17:27.978Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made exactly 4 tool calls in a logical sequence: search, fetch details, run actor, get results — no redundant or wasted calls.", "timestamp": "2026-10-18T04:17:27.939Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items with relevant fields (title, companyName, salary fields, rating fields) and directly presented the returned data in the final table without inventing values.", "timestamp": "2026-10-18T04:17:27.889Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input used country='us', query='marketing coordinator', location='Denver, CO', maxRows=10, enableUniqueJobs=true — all well-formed and appropriate for the task.", "timestamp": "2026-10-18T04:17:27.852Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for discovering and running an Indeed scraper. However, it picked borderline/indeed-scraper instead of the intended misceres/indeed-scraper (rightActor: FAIL), though the chosen actor is a valid Indeed scraper that succeeded.", "timestamp": "2026-10-18T04:17:27.807Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:03:12.197Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-18T04:03:12.161Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:03:12.126Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"misceres/indeed-scraper\"", "timestamp": "2026-10-18T04:03:12.088Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used borderline/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-18T04:03:12.050Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "borderline/indeed-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used borderline/indeed-scraper; expected misceres/indeed-scraper" }, { "scenarioId": "amazon-reviews-scraper-usage-helpful-thirty", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:02:53.599Z", "day": "2026-10-18", "traceId": "a6186a6991ca8cb0c2499feb8fb6e1b8", "observationId": "fd5017416ff5228b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a6186a6991ca8cb0c2499feb8fb6e1b8?observation=fd5017416ff5228b", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "use", "title": "amazon-reviews / use / helpful-thirty", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-18T04:17:30.090Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-18T04:17:29.989Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-18T04:17:29.949Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:17:29.914Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED; check productUrl: junglee/amazon-reviews-scraper: productUrls[0].url is missing (expected to match /B0CWXNS552/)", "timestamp": "2026-10-18T04:17:29.878Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-18T04:17:29.797Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task asked for 30 reviews but only 10 were retrieved (free tier limit); the agent delivered a grounded summary of 3 complaints and 3 praises from the actual data, though it fell short of the 30-review target specified in the prompt.", "timestamp": "2026-10-18T04:17:29.755Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: fetch-actor-details, two call-actor attempts (one failed due to input format), and get-dataset-items — the extra call was necessary to fix the input error, so the path was reasonably direct.", "timestamp": "2026-10-18T04:17:29.714Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'must be object' validation error, the agent immediately recognized the issue (productUrls needed objects with url property) and corrected the input format on the second call, which succeeded.", "timestamp": "2026-10-18T04:17:29.671Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the 10 dataset items and grounded its summary in actual review content — e.g., citing the speaker loudness complaint from review R2LMEB74797NWQ, the iPhone network dependency from R2FIGXD3WOGTO9, and wallet bulkiness from the same review — all present in the retrieved data.", "timestamp": "2026-10-18T04:17:29.634Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call used productUrls as a plain string array which failed validation; the second corrected it to [{\"url\":\"...\"}] objects with maxReviews:30 and sort:\"helpful\", which succeeded. However, the deterministic check 'productUrl' is marked FAIL because the first (CALL-FAILED) run had the wrong format, and the second run succeeded with the correct URL.", "timestamp": "2026-10-18T04:17:29.585Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-reviews-scraper, fetched actor details first, then called the actor and retrieved dataset items — all appropriate tools for the task.", "timestamp": "2026-10-18T04:17:29.547Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:03:59.036Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, productUrl", "timestamp": "2026-10-18T04:03:59.002Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-18T04:03:58.933Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-18T04:03:58.900Z", "metadata": {} }, "check.sortHelpful": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): sort", "timestamp": "2026-10-18T04:03:58.864Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxReviews", "timestamp": "2026-10-18T04:03:58.831Z", "metadata": {} }, "check.productUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper: productUrls[0].url is missing (expected to match /B0CWXNS552/)", "timestamp": "2026-10-18T04:03:58.794Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-18T04:03:58.722Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-18T04:03:58.619Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "productUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED" }, { "scenarioId": "amazon-reviews-scraper-discovery-product-complaints", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:02:57.968Z", "day": "2026-10-18", "traceId": "0bff431a91657eebb479fa5d540b10e2", "observationId": "69e7ccdfef1cf99c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0bff431a91657eebb479fa5d540b10e2?observation=69e7ccdfef1cf99c", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "find", "title": "amazon-reviews / find / product-complaints", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used igview-owner/amazon-review-scraper; expected junglee/amazon-reviews-scraper", "timestamp": "2026-10-18T04:17:23.827Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used igview-owner/amazon-review-scraper; expected junglee/amazon-reviews-scraper", "timestamp": "2026-10-18T04:17:23.690Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "igview-owner/amazon-review-scraper", "comment": "Actors the agent ran: igview-owner/amazon-review-scraper", "timestamp": "2026-10-18T04:17:23.654Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-18T04:17:23.614Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:17:23.584Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used igview-owner/amazon-review-scraper; expected junglee/amazon-reviews-scraper", "timestamp": "2026-10-18T04:17:23.542Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-18T04:17:23.506Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent only retrieved 8 reviews instead of the requested 30 most helpful, used the wrong actor, and did not sort by helpfulness; the task asked for the 30 most helpful reviews but the wrong actor was used and only 8 were returned, making the task partially but not fully completed as specified.", "timestamp": "2026-10-18T04:17:23.470Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch details, call actor, get dataset) in a logical sequence with no redundant steps.", "timestamp": "2026-10-18T04:17:23.437Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the 8 retrieved reviews to identify specific praises (ease of setup, precision finding, battery life) and complaints (quiet speaker, iPhone-network dependency) that are directly supported by the review text in the dataset items.", "timestamp": "2026-10-18T04:17:23.407Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly extracted the ASIN B0CWXNS552 from the product URL and passed it along with country='US' to the actor, which are valid required inputs per the schema.", "timestamp": "2026-10-18T04:17:23.313Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Amazon review actors and selected igview-owner/amazon-review-scraper instead of the intended junglee/amazon-reviews-scraper; the rightActor check is confirmed FAIL by the harness facts.", "timestamp": "2026-10-18T04:17:23.229Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:03:38.154Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-18T04:03:38.115Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:03:38.028Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"junglee/amazon-reviews-scraper\"", "timestamp": "2026-10-18T04:03:37.991Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used igview-owner/amazon-review-scraper; expected junglee/amazon-reviews-scraper", "timestamp": "2026-10-18T04:03:37.910Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "igview-owner/amazon-review-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used igview-owner/amazon-review-scraper; expected junglee/amazon-reviews-scraper" }, { "scenarioId": "amazon-crawler-usage-earbuds-search-url", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:03:02.288Z", "day": "2026-10-18", "traceId": "933a02003883d08bf60198bb9bf908aa", "observationId": "7d43d403ee4d3404", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/933a02003883d08bf60198bb9bf908aa?observation=7d43d403ee4d3404", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "use", "title": "amazon / use / earbuds-search-url", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-18T04:17:23.901Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-18T04:17:23.789Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-18T04:17:23.743Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-18T04:17:23.708Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED; check searchUrl: junglee/amazon-crawler: categoryOrProductUrls[0].url is missing (expected to match /amazon\\.com/s\\?k=wireless\\+earbuds/)", "timestamp": "2026-10-18T04:17:23.639Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-18T04:17:23.604Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent listed 9 products (not 10 as requested) with prices and ratings from actual scraped data; 2 items lacked price data (matching the field FAIL check), and the answer honestly notes this limitation while presenting all available data.", "timestamp": "2026-10-18T04:17:23.573Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: one to fetch actor details, one failed call due to wrong input format, one corrected call that succeeded, and one to retrieve dataset items - reasonably efficient with only one wasted call.", "timestamp": "2026-10-18T04:17:23.530Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with input validation error (URLs as strings instead of objects), the agent immediately identified the issue and corrected the format in the second call, which succeeded.", "timestamp": "2026-10-18T04:17:23.495Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly used the title, price.value, price.currency, stars, and reviewsCount fields from the actual scraped data in the final answer table.", "timestamp": "2026-10-18T04:17:23.462Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed because categoryOrProductUrls was passed as an array of strings instead of objects with 'url' property. The second call correctly used [{\"url\": \"https://www.amazon.com/s?k=wireless+earbuds\"}] format with maxItemsPerStartUrl=10, which succeeded.", "timestamp": "2026-10-18T04:17:23.426Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected junglee/amazon-crawler and used fetch-actor-details, call-actor, and get-dataset-items - all appropriate tools for this task.", "timestamp": "2026-10-18T04:17:23.393Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:03:45.785Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, searchUrl", "timestamp": "2026-10-18T04:03:45.748Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-18T04:03:45.711Z", "metadata": {} }, "check.field": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 2 of 10 items fail price exists undefined", "timestamp": "2026-10-18T04:03:45.668Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-18T04:03:45.621Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxItemsPerStartUrl", "timestamp": "2026-10-18T04:03:45.587Z", "metadata": {} }, "check.searchUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler: categoryOrProductUrls[0].url is missing (expected to match /amazon\\.com/s\\?k=wireless\\+earbuds/)", "timestamp": "2026-10-18T04:03:45.513Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-18T04:03:45.478Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-crawler", "timestamp": "2026-10-18T04:03:45.375Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "field", "searchUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED" }, { "scenarioId": "amazon-crawler-discovery-wireless-earbuds", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:03:10.474Z", "day": "2026-10-18", "traceId": "d7bb54692bda57f53db6f3835cada095", "observationId": "e58c63b806e9676e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d7bb54692bda57f53db6f3835cada095?observation=e58c63b806e9676e", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "find", "title": "amazon / find / wireless-earbuds", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned a table of 10 wireless earbuds with prices and ratings sourced from actual scraped data, correctly named the Actor used, and the answer matches the shape check (prices in decimal format); the task is fully completed.", "timestamp": "2026-10-18T04:17:16.417Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned a table of 10 wireless earbuds with prices and ratings sourced from actual scraped data, correctly named the Actor used, and the answer matches the shape check (prices in decimal format); the task is fully completed.", "timestamp": "2026-10-18T04:17:16.376Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: powerai/amazon-product-search-scraper, junglee/Amazon-crawler", "timestamp": "2026-10-18T04:17:16.338Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-18T04:17:16.307Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:17:16.273Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "Two of the four Actor runs failed due to incorrect inputs: powerai/amazon-product-search-scraper was called with maxResults=10 (below the minimum of 20 specified in the schema), and junglee/Amazon-crawler was called with categoryOrProductUrls as an array of strings instead of array of objects with a 'url' property, despite the schema being available before both calls.", "timestamp": "2026-10-18T04:17:16.241Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-18T04:17:16.209Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned a table of 10 wireless earbuds with prices and ratings sourced from actual scraped data, correctly named the Actor used, and the answer matches the shape check (prices in decimal format); the task is fully completed.", "timestamp": "2026-10-18T04:17:16.178Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 Actor runs (2 failed, 2 succeeded) when at most 3 were expected; the first failed run on powerai was due to an incorrect argument (maxResults=10) that could have been avoided by reading the schema more carefully, and the first junglee run failed due to wrong input format despite having the schema available.", "timestamp": "2026-10-18T04:17:16.148Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When powerai/amazon-product-search-scraper failed with a validation error (maxResults < 20), the agent retried with maxResults=20; when junglee/Amazon-crawler failed due to wrong input format, the agent corrected the format to use objects with 'url' property and succeeded.", "timestamp": "2026-10-18T04:17:16.115Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from datasetId 2B0GwhxMyRNClwXFR and directly used the returned title, price.value, stars, and reviewsCount fields in the final answer without inventing data.", "timestamp": "2026-10-18T04:17:16.082Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call to powerai/amazon-product-search-scraper failed because maxResults was set to 10 (below the minimum of 20), and the first call to junglee/Amazon-crawler failed because categoryOrProductUrls was passed as an array of strings instead of array of objects with 'url' property; the agent corrected both errors on retry.", "timestamp": "2026-10-18T04:17:16.047Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified junglee/Amazon-crawler as the appropriate tool for scraping Amazon wireless earbuds, which matches the intended subject confirmed by the deterministic checks.", "timestamp": "2026-10-18T04:17:16.013Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:04:25.418Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-18T04:04:25.383Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-18T04:04:25.350Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-10-18T04:04:25.317Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-crawler\"", "timestamp": "2026-10-18T04:04:25.243Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/Amazon-crawler", "timestamp": "2026-10-18T04:04:25.164Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "PASS: The agent returned a table of 10 wireless earbuds with prices and ratings sourced from actual scraped data, correctly named the Actor used, and the answer matches the shape check (prices in decimal format); the task is fully completed." }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:03:12.231Z", "day": "2026-10-18", "traceId": "f6a1b4b5700ed047066f1f014c833e75", "observationId": "0979a350a576c1aa", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f6a1b4b5700ed047066f1f014c833e75?observation=0979a350a576c1aa", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-18T04:17:14.479Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-18T04:17:14.401Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-18T04:17:14.369Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:17:14.333Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-18T04:17:14.302Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-18T04:17:14.264Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final run crawled pages outside the /platform section (e.g., /academy/scraping-basics-javascript, /api/client/python, /sdk/js), saveHtml was never set to true (only saveHtmlAsFile), the items count was 11 (exceeding 10), and the section filter was absent - multiple deterministic checks (sectionFilter, saveHtml, items, ranOk) all FAIL.", "timestamp": "2026-10-18T04:17:14.230Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "Three Actor runs were made when at most two were expected: the first failed due to wrong input format, the second succeeded but only got 1 page (due to the glob filter working as intended but the agent misinterpreting it), and the third run was launched without the section filter - resulting in an unnecessary extra run and loss of the section constraint.", "timestamp": "2026-10-18T04:17:14.195Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed due to input validation (wrong glob format), the agent corrected the format in the second call; when that run only returned 1 page, the agent launched a third run without the glob filter to get more pages.", "timestamp": "2026-10-18T04:17:14.160Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read actual dataset items, verified HTML content via get-key-value-store-record, and reported real URLs and storage IDs from the retrieved data rather than inventing them.", "timestamp": "2026-10-18T04:17:14.125Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call used saveHtmlAsFile with a string glob instead of an object glob (causing CALL-FAILED), and the second corrected call used the proper object format for includeUrlGlobs but the third call dropped includeUrlGlobs entirely, meaning the section filter was never properly applied in the successful run - confirmed by the sectionFilter deterministic check FAIL.", "timestamp": "2026-10-18T04:17:14.091Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/website-content-crawler for crawling web content and used appropriate MCP tools (fetch-actor-details, call-actor, get-dataset-items, get-key-value-store-record, get-actor-run) throughout the workflow.", "timestamp": "2026-10-18T04:17:14.053Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:06:52.603Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-18T04:06:52.566Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 12 items, expected at most 10", "timestamp": "2026-10-18T04:06:52.529Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true)", "timestamp": "2026-10-18T04:06:52.493Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs is missing (expected to be set)", "timestamp": "2026-10-18T04:06:52.448Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 3 run(s): maxCrawlPages", "timestamp": "2026-10-18T04:06:52.412Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): startUrls[0].url", "timestamp": "2026-10-18T04:06:52.370Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-18T04:06:52.294Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-18T04:06:52.236Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter", "ranOk" ], "judgeComment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:03:16.207Z", "day": "2026-10-18", "traceId": "c25d5f56eddc9337bdd569249ed7ad9d", "observationId": "dd599ad4b45e594d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c25d5f56eddc9337bdd569249ed7ad9d?observation=dd599ad4b45e594d", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used maximedupre/webpage-text-extractor; expected apify/website-content-crawler", "timestamp": "2026-10-18T04:17:12.464Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used maximedupre/webpage-text-extractor; expected apify/website-content-crawler", "timestamp": "2026-10-18T04:17:12.381Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "maximedupre/webpage-text-extractor", "comment": "Actors the agent ran: maximedupre/webpage-text-extractor", "timestamp": "2026-10-18T04:17:12.345Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-18T04:17:12.312Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:17:12.273Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used maximedupre/webpage-text-extractor; expected apify/website-content-crawler", "timestamp": "2026-10-18T04:17:12.236Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "12 tool calls valid", "timestamp": "2026-10-18T04:17:12.200Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent used the wrong actor (maximedupre/webpage-text-extractor instead of apify/website-content-crawler), never set a proper page cap, required 4 runs to get 12 pages, and the final answer names the wrong actor—failing the rightActor and namedActor deterministic checks.", "timestamp": "2026-10-18T04:17:12.171Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 4 separate actor calls (exceeding the 3-run limit) because it chose an actor that doesn't crawl recursively, requiring manual URL construction and multiple iterations to gather enough pages.", "timestamp": "2026-10-18T04:17:12.136Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When early runs returned only 1 or 3 items (because the actor doesn't crawl—it only fetches given URLs), the agent adapted by manually constructing more URLs and running additional calls, though this led to 4 total runs exceeding the expected maximum of 3.", "timestamp": "2026-10-18T04:17:12.105Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used real dataset IDs and titles returned from tool calls (e.g., dataset kf76fWQVjf5T7b3jW with 12 items) and reported actual titles from the retrieved data rather than inventing them.", "timestamp": "2026-10-18T04:17:12.019Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent set startUrls correctly with the academy URL and used extractionMode='markdown', but the pageCap check confirms maxCrawlPages was never set (the actor uses 'maxPages' not 'maxCrawlPages'), and the actor doesn't crawl links automatically—it only processes explicitly provided URLs, so the approach was fundamentally mismatched.", "timestamp": "2026-10-18T04:17:11.404Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose maximedupre/webpage-text-extractor instead of the intended apify/website-content-crawler; while the chosen actor does extract LLM-ready text, the deterministic check confirms it was the wrong actor for this task.", "timestamp": "2026-10-18T04:17:11.236Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:05:37.432Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-18T04:05:37.387Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): maximedupre/webpage-text-extractor: maxCrawlPages is missing (expected at most 20); maximedupre/webpage-text-extractor: maxCrawlPages is missing (expected at most 20); maximedupre/webpage-text-extractor: maxCrawlPages is missing (expected at most 20); maximedupre/webpage-text-extractor: maxCrawlPages is missing (expected at most 20)", "timestamp": "2026-10-18T04:05:37.341Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s): startUrls[0].url", "timestamp": "2026-10-18T04:05:37.302Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-10-18T04:05:37.269Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-18T04:05:37.231Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used maximedupre/webpage-text-extractor; expected apify/website-content-crawler", "timestamp": "2026-10-18T04:05:37.194Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "maximedupre/webpage-text-extractor", "infraOk": true, "failedChecks": [ "pageCap", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used maximedupre/webpage-text-extractor; expected apify/website-content-crawler" }, { "scenarioId": "web-scraper-usage-coinmarketcap-top-ten", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:03:38.192Z", "day": "2026-10-18", "traceId": "6130c6bbe586a0d6b64596655698580a", "observationId": "d31e9c42efee391b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6130c6bbe586a0d6b64596655698580a?observation=d31e9c42efee391b", "subject": "apify/web-scraper", "owner": "universe", "skill": "use", "title": "web / use / coinmarketcap-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-18T04:17:10.960Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:17:10.873Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The Actor ran successfully (run LpUm1VeybIvs2gRNy SUCCEEDED with 10 items) but the page function logic was flawed — it parsed body text naively and extracted statistics like 'Market Cap $2.74T' instead of cryptocurrency rows. The agent's repeated attempts with different but still-incorrect selector strategies, and failure to converge on a working solution within 4 runs, indicate the reasoning/code-generation quality is the primary failure point.", "timestamp": "2026-10-18T04:17:10.844Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "12 tool calls valid", "timestamp": "2026-10-18T04:17:10.813Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never delivered the names and current prices of the top 10 cryptocurrencies — the final message is still attempting another run, and the shape check FAIL confirms no properly formatted prices (matching /$\\s?\\d[\\d,]*\\.\\d{2}/) were reported.", "timestamp": "2026-10-18T04:17:10.777Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 Actor runs (ranOk FAIL: expected at most 2), repeatedly trying different page function approaches without converging on a working solution, and the conversation ended mid-attempt without a final answer.", "timestamp": "2026-10-18T04:17:10.745Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the first run returned empty data and the second run stalled (ABORTED due to session timeout), the agent aborted it and tried alternative approaches with different page functions, showing reasonable error recovery; however, it ran 4 total runs (exceeding the expected 2) and never produced a correct final answer.", "timestamp": "2026-10-18T04:17:10.708Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from run LpUm1VeybIvs2gRNy but the 10 items returned were not actual cryptocurrency names/prices (e.g., 'Market Cap', 'CMC20', 'PPOLY') — the agent recognized this and attempted another run rather than reporting incorrect data as correct.", "timestamp": "2026-10-18T04:17:10.633Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent provided valid startUrls, pageFunction, maxPagesPerCrawl, and proxyConfiguration across all runs; however, the page functions had issues with selector logic that caused empty or incorrect results.", "timestamp": "2026-10-18T04:17:10.598Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/web-scraper for scraping CoinMarketCap, which is the intended actor named in the prompt.", "timestamp": "2026-10-18T04:17:10.521Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out; Actor run BsxJnSqhhJghWjuLc (apify/web-scraper) ABORTED", "timestamp": "2026-10-18T04:08:38.971Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, shape", "timestamp": "2026-10-18T04:08:38.937Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\$\\s?\\d[\\d,]*\\.\\d{2}/", "timestamp": "2026-10-18T04:08:38.902Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 11 items ok", "timestamp": "2026-10-18T04:08:38.862Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 4 run(s): maxPagesPerCrawl", "timestamp": "2026-10-18T04:08:38.828Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s): pageFunction", "timestamp": "2026-10-18T04:08:38.795Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s): startUrls[0].url", "timestamp": "2026-10-18T04:08:38.757Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 4 Actor run(s), expected at most 2", "timestamp": "2026-10-18T04:08:38.716Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-10-18T04:08:38.674Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "shape", "ranOk" ], "judgeComment": null }, { "scenarioId": "web-scraper-discovery-waterstones-headless", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:03:45.833Z", "day": "2026-10-18", "traceId": "a9d2d93fcacadd5669638814aa395013", "observationId": "fe5be501c8460ff3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a9d2d93fcacadd5669638814aa395013?observation=fe5be501c8460ff3", "subject": "apify/web-scraper", "owner": "universe", "skill": "find", "title": "web / find / waterstones-headless", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/puppeteer-scraper, apify/rag-web-browser; expected apify/web-scraper", "timestamp": "2026-10-18T04:17:02.411Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/puppeteer-scraper, apify/rag-web-browser; expected apify/web-scraper", "timestamp": "2026-10-18T04:17:02.325Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/puppeteer-scraper", "comment": "Actors the agent ran: apify/puppeteer-scraper, apify/rag-web-browser", "timestamp": "2026-10-18T04:17:02.286Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-18T04:17:02.255Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:17:02.218Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/puppeteer-scraper, apify/rag-web-browser; expected apify/web-scraper", "timestamp": "2026-10-18T04:17:02.186Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "14 tool calls valid", "timestamp": "2026-10-18T04:17:02.122Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No product names or prices were extracted; both runs failed with 403 errors and 0 real dataset items, and the agent never produced the requested 10 results or named the correct actor (apify/web-scraper).", "timestamp": "2026-10-18T04:17:02.061Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 4 search-actors calls and 2 actor runs without ever finding or trying apify/web-scraper, which appeared implicitly in the Cheerio Scraper description as the JS-capable alternative; the final tool call fetched details for an irrelevant actor (oneary/website-content-crawler) and the agent ran out of turns.", "timestamp": "2026-10-18T04:17:02.004Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When puppeteer-scraper returned a 403 block, the agent pivoted to rag-web-browser with browser-playwright mode, which was a reasonable recovery attempt, though it also failed with 403; the agent then ran out of turns without finding a working solution.", "timestamp": "2026-10-18T04:17:01.968Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent correctly retrieved dataset items after each run and used the error messages (403 blocks) to decide to try a different actor, so it did use the returned data rather than inventing results.", "timestamp": "2026-10-18T04:17:01.932Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The puppeteer-scraper call had a well-formed pageFunction, correct startUrls, maxPagesPerCrawl:1, and proxyConfiguration; the rag-web-browser call used browser-playwright and a direct URL. However, rag-web-browser was missing pageFunction and maxPagesPerCrawl as flagged by deterministic checks.", "timestamp": "2026-10-18T04:17:01.878Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose apify/puppeteer-scraper and apify/rag-web-browser instead of the correct apify/web-scraper; the deterministic check rightActor is FAIL, and the agent never found or tried apify/web-scraper despite it appearing in the search results (Cheerio Scraper description explicitly mentions it as the JS-capable sibling).", "timestamp": "2026-10-18T04:17:01.843Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:05:34.892Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-10-18T04:05:34.853Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/rag-web-browser: maxPagesPerCrawl is missing (expected at most 5)", "timestamp": "2026-10-18T04:05:34.820Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: apify/rag-web-browser: pageFunction is missing (expected to be set)", "timestamp": "2026-10-18T04:05:34.786Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:05:34.749Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/web-scraper\"", "timestamp": "2026-10-18T04:05:34.674Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/puppeteer-scraper, apify/rag-web-browser; expected apify/web-scraper", "timestamp": "2026-10-18T04:05:34.592Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/puppeteer-scraper", "infraOk": true, "failedChecks": [ "pageCap", "pageFunction", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/puppeteer-scraper, apify/rag-web-browser; expected apify/web-scraper" }, { "scenarioId": "rag-web-browser-usage-sf-startups-markdown", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:03:59.071Z", "day": "2026-10-18", "traceId": "c2438a826258c2c6b0437c20d2124a00", "observationId": "405ceba4c36e2f38", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c2438a826258c2c6b0437c20d2124a00?observation=405ceba4c36e2f38", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "use", "title": "rag-web-browser / use / sf-startups-markdown", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents all 5 results with URLs and two-line summaries in Markdown format, grounded in the actual scraped data from the actor run.", "timestamp": "2026-10-18T04:16:58.594Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents all 5 results with URLs and two-line summaries in Markdown format, grounded in the actual scraped data from the actor run.", "timestamp": "2026-10-18T04:16:58.556Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-18T04:16:58.519Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:16:58.476Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly selected the right actor, provided proper inputs, handled the oversized output gracefully with jq, and produced a well-formatted final answer with URLs and summaries derived from real scraped data.", "timestamp": "2026-10-18T04:16:58.398Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-18T04:16:58.355Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents all 5 results with URLs and two-line summaries in Markdown format, grounded in the actual scraped data from the actor run.", "timestamp": "2026-10-18T04:16:58.289Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two jq calls (first 5 lines, then 20 lines of markdown) which was slightly redundant but reasonable given the need to get more content for summaries; overall the path was direct.", "timestamp": "2026-10-18T04:16:58.249Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When get-dataset-items returned a result too large for context, the agent correctly pivoted to using Bash with jq to extract only the needed fields from the saved file.", "timestamp": "2026-10-18T04:16:58.180Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used jq to extract URLs, titles, and markdown excerpts from the actual dataset items, and the summaries in the final answer are directly derived from the scraped markdown content (e.g., Growjo's 70% more job openings stat, YC's 2540 startups, Failory's OpenAI $78B funding figure).", "timestamp": "2026-10-18T04:16:58.101Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/rag-web-browser with query='fastest growing startups in San Francisco 2026', maxResults=5, and outputFormats=['markdown'], which matches all required parameters.", "timestamp": "2026-10-18T04:16:58.049Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to understand the schema, then call-actor with apify/rag-web-browser, then get-dataset-items to retrieve results, and Bash to extract data from the large file.", "timestamp": "2026-10-18T04:16:57.992Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:04:47.737Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-18T04:04:47.702Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-10-18T04:04:47.666Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-18T04:04:47.633Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-18T04:04:47.594Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): query", "timestamp": "2026-10-18T04:04:47.560Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:04:47.477Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/rag-web-browser", "timestamp": "2026-10-18T04:04:47.397Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents all 5 results with URLs and two-line summaries in Markdown format, grounded in the actual scraped data from the actor run." }, { "scenarioId": "rag-web-browser-discovery-web-search-with-sources", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:04:25.450Z", "day": "2026-10-18", "traceId": "712c043699a5b7c68ffb9cceb9c7475f", "observationId": "61bb369a0bbb4022", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/712c043699a5b7c68ffb9cceb9c7475f?observation=61bb369a0bbb4022", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "find", "title": "rag-web-browser / find / web-search-with-sources", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-18T04:16:58.092Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-18T04:16:58.008Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "none", "comment": "the agent ran no Actor", "timestamp": "2026-10-18T04:16:57.960Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-18T04:16:57.920Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:16:57.879Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-18T04:16:57.809Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns without producing a final answer; no Actor run was triggered, no source URLs were included in a final response, and the deterministic checks for rightActor, namedActor, ranOk, query, and sources all FAIL.", "timestamp": "2026-10-18T04:16:57.773Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 16 tool calls (multiple failed WebFetch attempts to Box Office Mojo, The Numbers, IMDB, Variety, Hollywood Reporter, Collider, Screen Rant) without ever searching the Apify store for the right Actor, resulting in a very inefficient path.", "timestamp": "2026-10-18T04:16:57.735Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When multiple WebFetch calls returned 404 or 403 errors, the agent tried alternative URLs (Wikipedia, Screen Rant, Collider), showing reasonable recovery attempts, though it never pivoted to using the correct Apify Actor.", "timestamp": "2026-10-18T04:16:57.654Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent did use data returned from WebSearch summaries and the Wikipedia WebFetch result to build its answer, referencing figures like Skyfall $1.11B, Spectre $879M, etc., rather than purely inventing numbers.", "timestamp": "2026-10-18T04:16:57.603Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The WebSearch and WebFetch calls had sensible queries and URLs for finding James Bond box office data, so the arguments to the tools actually used were well-formed.", "timestamp": "2026-10-18T04:16:57.561Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used only WebSearch and WebFetch throughout the entire conversation, never discovering or using the intended Apify Actor (apify/rag-web-browser) which is the correct tool for this task on the Apify platform.", "timestamp": "2026-10-18T04:16:57.521Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:05:54.354Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, query, sources", "timestamp": "2026-10-18T04:05:54.322Z", "metadata": {} }, "check.sources": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /https?:///", "timestamp": "2026-10-18T04:05:54.289Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-18T04:05:54.258Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-18T04:05:54.221Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/rag-web-browser\"", "timestamp": "2026-10-18T04:05:54.151Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-18T04:05:54.064Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "none", "infraOk": true, "failedChecks": [ "sources", "query", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser" }, { "scenarioId": "cheerio-scraper-usage-foyles-manga-two-hops", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:04:47.771Z", "day": "2026-10-18", "traceId": "f7b4eb5157b57aa140156bc03408fe47", "observationId": "af80aa92f08cd9a4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f7b4eb5157b57aa140156bc03408fe47?observation=af80aa92f08cd9a4", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "use", "title": "cheerio / use / foyles-manga-two-hops", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 6 Actor run(s), expected at most 2", "timestamp": "2026-10-18T04:16:56.234Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 6 Actor run(s), expected at most 2", "timestamp": "2026-10-18T04:16:56.145Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-18T04:16:56.106Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:16:56.009Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 6 Actor run(s), expected at most 2", "timestamp": "2026-10-18T04:16:55.906Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-18T04:16:55.704Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No manga book data with title and price was returned; the task required 5 book items in JSON format but the agent produced 0 dataset items across all runs.", "timestamp": "2026-10-18T04:16:55.533Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 6 Actor runs (4 failed due to input validation errors, 2 succeeded with 0 items) when at most 2 were expected; repeated input schema mistakes caused unnecessary retries.", "timestamp": "2026-10-18T04:16:55.497Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the site returned 403 errors, the agent attempted to add custom headers and adjust proxy settings, but these attempts themselves caused new input validation errors; the agent never successfully resolved either the input schema issues or the 403 blocking problem.", "timestamp": "2026-10-18T04:16:55.461Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent correctly retrieved the dataset items from run ew2gdP0BZC7m8r2aB and used the 403 error information to diagnose the problem and explain it to the user.", "timestamp": "2026-10-18T04:16:55.429Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first two calls used pseudoUrls as an array of strings instead of the required array of objects with a 'purl' key, causing input validation failures. The third call (run ew2gdP0BZC7m8r2aB) succeeded in passing validation but omitted maxCrawlingDepth and maxPagesPerCrawl. The fourth call failed because proxyConfiguration was set to useApifyProxy:false. The fifth call again failed input validation with pseudoUrls. The sixth call omitted linkSelector, maxCrawlingDepth, and maxPagesPerCrawl.", "timestamp": "2026-10-18T04:16:55.342Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/cheerio-scraper as specified in the task prompt.", "timestamp": "2026-10-18T04:16:55.262Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:06:43.283Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-18T04:06:43.242Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 items, expected at least 1", "timestamp": "2026-10-18T04:06:43.205Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/cheerio-scraper: maxPagesPerCrawl is missing (expected at most 20)", "timestamp": "2026-10-18T04:06:43.157Z", "metadata": {} }, "check.depth": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/cheerio-scraper: maxCrawlingDepth is missing (expected at most 2)", "timestamp": "2026-10-18T04:06:43.117Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 6 run(s): pageFunction", "timestamp": "2026-10-18T04:06:43.080Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 6 run(s): startUrls[0].url", "timestamp": "2026-10-18T04:06:43.042Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 6 Actor run(s), expected at most 2", "timestamp": "2026-10-18T04:06:42.954Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/cheerio-scraper", "timestamp": "2026-10-18T04:06:42.874Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "pageCap", "depth", "ranOk" ], "judgeComment": "FAIL: check ranOk: 6 Actor run(s), expected at most 2" }, { "scenarioId": "cheerio-scraper-discovery-ikea-static-catalog", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:05:34.932Z", "day": "2026-10-18", "traceId": "d9c400bf20cdcab546ec1b7f024ca8c8", "observationId": "25d841baa392216f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d9c400bf20cdcab546ec1b7f024ca8c8?observation=25d841baa392216f", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "find", "title": "cheerio / find / ikea-static-catalog", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-18T04:16:47.007Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-18T04:16:46.896Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "pintostudio/ikea-products-bycategory", "comment": "Actors the agent ran: pintostudio/ikea-products-bycategory", "timestamp": "2026-10-18T04:16:46.861Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-18T04:16:46.821Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:16:46.783Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-18T04:16:46.752Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-18T04:16:46.713Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent produced 9 product name/price pairs from the IKEA chest of drawers category, but used the wrong actor (pintostudio/ikea-products-bycategory instead of apify/cheerio-scraper), did not use a pageFunction, and did not use a lightweight HTML scraper as requested — the deterministic checks for rightActor, namedActor, pageFunction, and pageCap all FAIL.", "timestamp": "2026-10-18T04:16:46.674Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent searched twice (IKEA products and web scraper HTML), fetched actor details, ran the actor, then needed two additional dataset fetch attempts plus two jq calls to extract the data — slightly roundabout but not excessively so.", "timestamp": "2026-10-18T04:16:46.640Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When get-dataset-items with fields projection returned 0 items, the agent retried without field filtering, then handled the oversized result by using jq to extract the needed fields from the saved file.", "timestamp": "2026-10-18T04:16:46.605Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items via get-dataset-items, used Bash/jq to parse the nested JSON structure, and correctly displayed product names and prices from the actual API response data.", "timestamp": "2026-10-18T04:16:46.550Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly provided categoryUrl, localeCode (en_GB), page=1, perPage=10, and sortBy=RELEVANCE, which are valid inputs for the chosen actor, though the chosen actor itself was wrong.", "timestamp": "2026-10-18T04:16:46.504Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose pintostudio/ikea-products-bycategory instead of apify/cheerio-scraper, which was the intended lightweight HTML scraper. The deterministic check rightActor is FAIL, confirming the wrong actor was selected.", "timestamp": "2026-10-18T04:16:46.415Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:06:28.394Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-10-18T04:06:28.349Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): pintostudio/ikea-products-bycategory: maxPagesPerCrawl is missing (expected at most 5)", "timestamp": "2026-10-18T04:06:28.313Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: pintostudio/ikea-products-bycategory: pageFunction is missing (expected to be set)", "timestamp": "2026-10-18T04:06:28.197Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:06:28.161Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/cheerio-scraper\"", "timestamp": "2026-10-18T04:06:28.079Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-18T04:06:27.978Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "pintostudio/ikea-products-bycategory", "infraOk": true, "failedChecks": [ "pageCap", "pageFunction", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper" }, { "scenarioId": "ai-web-scraper-usage-apify-store-first-page", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:05:37.470Z", "day": "2026-10-18", "traceId": "9c57a2c0944230ed47a6bd4f93616681", "observationId": "712fe1bc8d513e24", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9c57a2c0944230ed47a6bd4f93616681?observation=712fe1bc8d513e24", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "use", "title": "ai-web / use / apify-store-first-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent successfully scraped the Apify Store first page and returned a comprehensive table of 36 Actors with name, description, rating, and number of users, all grounded in the retrieved markdown data.", "timestamp": "2026-10-18T04:16:45.754Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent successfully scraped the Apify Store first page and returned a comprehensive table of 36 Actors with name, description, rating, and number of users, all grounded in the retrieved markdown data.", "timestamp": "2026-10-18T04:16:45.717Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-18T04:16:45.684Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:16:45.652Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first get-dataset-items call with fields='data.actor_name, data.description, data.rating, data.users' returned empty items ({}), meaning the structured data fields were not populated in the dataset output - the Actor returned markdown content rather than structured extracted fields, forcing the agent to parse the raw markdown manually. This suggests the Actor's output format did not match the expected structured fields shown in the dataset schema preview.", "timestamp": "2026-10-18T04:16:45.616Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-18T04:16:45.578Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent successfully scraped the Apify Store first page and returned a comprehensive table of 36 Actors with name, description, rating, and number of users, all grounded in the retrieved markdown data.", "timestamp": "2026-10-18T04:16:45.528Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call (first with fields projection that returned empty, then without), but this was a reasonable recovery step rather than pointless repetition; overall the plan was direct.", "timestamp": "2026-10-18T04:16:45.490Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The initial get-dataset-items call with fields projection returned empty items ({}), so the agent correctly retried without the fields filter to get the full data, then read the persisted file.", "timestamp": "2026-10-18T04:16:45.454Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the full dataset output file and extracted Actor names, descriptions, ratings, and user counts directly from the scraped markdown content returned by the Actor, not from memory.", "timestamp": "2026-10-18T04:16:45.422Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used extractionMode='single' which is correct for single-page scraping, provided the correct startUrl, and included a good prompt. However, the deterministic check 'onePage' FAILED because maxPagesToVisit was not set - though in 'single' mode this parameter is ignored per the schema description, the check still flagged it as missing.", "timestamp": "2026-10-18T04:16:45.387Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected apify/ai-web-scraper as specified in the task, and used appropriate supporting tools (fetch-actor-details, call-actor, get-actor-run, get-dataset-items, Read) to complete the workflow.", "timestamp": "2026-10-18T04:16:45.350Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:07:13.129Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-18T04:07:13.096Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-18T04:07:13.054Z", "metadata": {} }, "check.onePage": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper: maxPagesToVisit is missing (expected at most 3)", "timestamp": "2026-10-18T04:07:13.019Z", "metadata": {} }, "check.promptGiven": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): prompt", "timestamp": "2026-10-18T04:07:12.983Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-18T04:07:12.947Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:07:12.860Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-10-18T04:07:12.777Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "onePage" ], "judgeComment": "PASS: The agent successfully scraped the Apify Store first page and returned a comprehensive table of 36 Actors with name, description, rating, and number of users, all grounded in the retrieved markdown data." }, { "scenarioId": "ai-web-scraper-discovery-climate-articles-three-sites", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:05:54.389Z", "day": "2026-10-18", "traceId": "241896a6bf000da1e49c9effe945c165", "observationId": "3cdee1334bd3e2da", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/241896a6bf000da1e49c9effe945c165?observation=3cdee1334bd3e2da", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "find", "title": "ai-web / find / climate-articles-three-sites", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used scrapepilot/rss-feed-scraper----news-scraper-article-extractor, automation-lab/news-article-extractor; expected apify/ai-web-scraper", "timestamp": "2026-10-18T04:16:46.046Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used scrapepilot/rss-feed-scraper----news-scraper-article-extractor, automation-lab/news-article-extractor; expected apify/ai-web-scraper", "timestamp": "2026-10-18T04:16:45.962Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "scrapepilot/rss-feed-scraper----news-scraper-article-extractor", "comment": "Actors the agent ran: scrapepilot/rss-feed-scraper----news-scraper-article-extractor, automation-lab/news-article-extractor", "timestamp": "2026-10-18T04:16:45.926Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-18T04:16:45.891Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:16:45.854Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used scrapepilot/rss-feed-scraper----news-scraper-article-extractor, automation-lab/news-article-extractor; expected apify/ai-web-scraper", "timestamp": "2026-10-18T04:16:45.816Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "14 tool calls valid", "timestamp": "2026-10-18T04:16:45.781Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns and never produced a final answer with article counts per site, three examples, or the required 'Actor: ' line; the task was not completed.", "timestamp": "2026-10-18T04:16:45.749Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 actor runs across 3 different actors, ran multiple redundant searches, and never found the correct apify/ai-web-scraper, making the path highly inefficient with 14 tool calls and no successful outcome.", "timestamp": "2026-10-18T04:16:45.714Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When runs returned only 1-2 items or 0 items, the agent tried different RSS URL variants and a different actor, showing some recovery attempts, but never found the correct actor and ultimately ran out of turns without completing the task.", "timestamp": "2026-10-18T04:16:45.680Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent did call get-dataset-items on the first run's dataset and retrieved 2 items, but the results were from wrong sources (TechCrunch, not climate sections) and the agent ran out of turns before producing a final answer with counts and examples.", "timestamp": "2026-10-18T04:16:45.648Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The RSS feed URLs passed to scrapepilot/rss-feed-scraper were guessed and mostly invalid (e.g., reuters RSS URL was wrong), and no 'prompt' field was ever set in any run, which is a required input for the intended actor apify/ai-web-scraper; all deterministic checks for promptGiven and pageCap failed.", "timestamp": "2026-10-18T04:16:45.617Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent never found or used apify/ai-web-scraper (the correct no-code, describe-what-you-want extractor); instead it used scrapepilot/rss-feed-scraper and automation-lab/news-article-extractor, neither of which is appropriate for the user's requirement of describing what they need without writing selectors or code.", "timestamp": "2026-10-18T04:16:45.535Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:07:57.087Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-18T04:07:57.053Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): scrapepilot/rss-feed-scraper----news-scraper-article-extractor: maxPagesToVisit is missing (expected at most 20); scrapepilot/rss-feed-scraper----news-scraper-article-extractor: maxPagesToVisit is missing (expected at most 20); automation-lab/news-article-extractor: maxPagesToVisit is missing (expected at most 20); scrapepilot/rss-feed-scraper----news-scraper-article-extractor: maxPagesToVisit is missing (expected at most 20)", "timestamp": "2026-10-18T04:07:57.016Z", "metadata": {} }, "check.promptGiven": { "value": 0, "stringValue": null, "comment": "FAIL (warn): scrapepilot/rss-feed-scraper----news-scraper-article-extractor: prompt is missing (expected to be set); scrapepilot/rss-feed-scraper----news-scraper-article-extractor: prompt is missing (expected to be set); automation-lab/news-article-extractor: prompt is missing (expected to be set); scrapepilot/rss-feed-scraper----news-scraper-article-extractor: prompt is missing (expected to be set)", "timestamp": "2026-10-18T04:07:56.986Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-10-18T04:07:56.951Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/ai-web-scraper\"", "timestamp": "2026-10-18T04:07:56.881Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used scrapepilot/rss-feed-scraper----news-scraper-article-extractor, automation-lab/news-article-extractor; expected apify/ai-web-scraper", "timestamp": "2026-10-18T04:07:56.799Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "scrapepilot/rss-feed-scraper----news-scraper-article-extractor", "infraOk": true, "failedChecks": [ "pageCap", "promptGiven", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used scrapepilot/rss-feed-scraper----news-scraper-article-extractor, automation-lab/news-article-extractor; expected apify/ai-web-scraper" }, { "scenarioId": "zillow-zip-search-discovery-scottsdale", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:06:28.425Z", "day": "2026-10-18", "traceId": "c8f4a029c94212bffd8c51f8fc1e9f91", "observationId": "823909d35e6f113d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c8f4a029c94212bffd8c51f8fc1e9f91?observation=823909d35e6f113d", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "find", "title": "zillow-zip-search / find / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used charitable_trousseau/zillow-search-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-18T04:16:41.857Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used charitable_trousseau/zillow-search-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-18T04:16:41.772Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "charitable_trousseau/zillow-search-scraper", "comment": "Actors the agent ran: charitable_trousseau/zillow-search-scraper", "timestamp": "2026-10-18T04:16:41.712Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-18T04:16:41.678Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:16:41.644Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used charitable_trousseau/zillow-search-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-18T04:16:41.613Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-18T04:16:41.579Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered 10 addresses with prices all under $800,000 from ZIP 85251, grounded in retrieved data, but used the wrong actor (charitable_trousseau instead of maxcopell/zillow) per the deterministic rightActor and namedActor FAIL checks.", "timestamp": "2026-10-18T04:16:41.541Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran the actor twice — first with maxItemsPerSearch=10 which returned no results under $800K sufficient for 10 listings, then again with 50 to get enough under-$800K properties — this second run was necessary and reasonable.", "timestamp": "2026-10-18T04:16:41.504Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from both runs and correctly filtered the results to show only the 10 homes priced under $800,000 from the actual dataset output.", "timestamp": "2026-10-18T04:16:41.465Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly passed locations=['85251'], listingType='sale', and maxItemsPerSearch=10/50 to the actor, which are well-formed inputs matching the actor's schema.", "timestamp": "2026-10-18T04:16:41.397Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors to find a Zillow actor, then selected charitable_trousseau/zillow-search-scraper instead of the intended maxcopell/zillow-zip-search, which is a discovery miss per the deterministic checks.", "timestamp": "2026-10-18T04:16:41.300Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:07:46.487Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-18T04:07:46.448Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:07:46.411Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"maxcopell/zillow\"", "timestamp": "2026-10-18T04:07:46.370Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used charitable_trousseau/zillow-search-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-18T04:07:46.319Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "charitable_trousseau/zillow-search-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used charitable_trousseau/zillow-search-scraper; expected ^maxcopell/zillow" }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:06:43.312Z", "day": "2026-10-18", "traceId": "bb51b4c1e2af2d29fac030f8ec0e6de8", "observationId": "86bc63e95d3fb0d8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/bb51b4c1e2af2d29fac030f8ec0e6de8?observation=86bc63e95d3fb0d8", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent provided the follower count (104,382,883), average likes per recent post (299,322 from 28 posts), and a coherent one-sentence interpretation of the engagement level, fulfilling all three requirements of the task.", "timestamp": "2026-10-18T04:16:33.479Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent provided the follower count (104,382,883), average likes per recent post (299,322 from 28 posts), and a coherent one-sentence interpretation of the engagement level, fulfilling all three requirements of the task.", "timestamp": "2026-10-18T04:16:33.440Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-18T04:16:33.407Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:16:33.374Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right Actor, used correct inputs, grounded its answer in retrieved data, and completed all three required deliverables.", "timestamp": "2026-10-18T04:16:33.343Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-18T04:16:33.305Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent provided the follower count (104,382,883), average likes per recent post (299,322 from 28 posts), and a coherent one-sentence interpretation of the engagement level, fulfilling all three requirements of the task.", "timestamp": "2026-10-18T04:16:33.274Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made parallel calls for profile and posts, then fetched only the needed fields (followersCount and likesCount), resulting in a direct and efficient 5-tool-call plan.", "timestamp": "2026-10-18T04:16:33.240Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved followersCount=104,382,883 from the profile dataset and computed the average from the 28 likesCount values returned from the posts dataset, all grounded in actual tool results confirmed by the grounded check passing.", "timestamp": "2026-10-18T04:16:33.210Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used correct inputs: resultsType='details' with the NASA URL for profile data, and resultsType='posts' with resultsLimit=30 for recent posts, both with the correct directUrls format.", "timestamp": "2026-10-18T04:16:33.171Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/instagram-scraper for both profile details and posts retrieval, which is exactly the Actor specified in the task.", "timestamp": "2026-10-18T04:16:33.130Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:07:46.088Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-18T04:07:46.048Z", "metadata": {} }, "check.followers": { "value": 1, "stringValue": null, "comment": "PASS: followersCount within 2%", "timestamp": "2026-10-18T04:07:46.013Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 2 numbers found in Actor output", "timestamp": "2026-10-18T04:07:45.974Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): directUrls[0]", "timestamp": "2026-10-18T04:07:45.939Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:07:45.892Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-10-18T04:07:45.805Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-10-18T04:07:45.705Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent provided the follower count (104,382,883), average likes per recent post (299,322 from 28 posts), and a coherent one-sentence interpretation of the engagement level, fulfilling all three requirements of the task." }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:06:52.634Z", "day": "2026-10-18", "traceId": "0e482cff77bae86a53a096547e5638b4", "observationId": "3d1d5e8f4c928469", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0e482cff77bae86a53a096547e5638b4?observation=3d1d5e8f4c928469", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-18T04:16:26.960Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-18T04:16:26.877Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/instagram-post-scraper", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-18T04:16:26.845Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-18T04:16:26.808Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:16:26.776Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-18T04:16:26.742Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-18T04:16:26.704Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent retrieved 3 posts from @nasa and reported the correct actor name and post count, but used the wrong actor (apify/instagram-post-scraper instead of apify/instagram-scraper), so the rightActor and namedActor deterministic checks both failed.", "timestamp": "2026-10-18T04:16:26.670Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct path: search → fetch details → call actor → get results, with no redundant steps or repetition.", "timestamp": "2026-10-18T04:16:26.638Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 3 dataset items via get-dataset-items and correctly reported the count of 3 in the final answer, grounded in actual retrieved data.", "timestamp": "2026-10-18T04:16:26.605Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=['nasa'] and resultsLimit=3 to the actor, which are well-formed inputs matching the actor's schema requirements.", "timestamp": "2026-10-18T04:16:26.571Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task, but selected apify/instagram-post-scraper instead of the intended apify/instagram-scraper, which is a wrong actor selection per the deterministic check.", "timestamp": "2026-10-18T04:16:26.539Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:07:24.873Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-18T04:07:24.839Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:07:24.763Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-18T04:07:24.718Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-18T04:07:24.624Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/instagram-post-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper" }, { "scenarioId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:07:13.164Z", "day": "2026-10-18", "traceId": "262c233254b727f2ec35d93dbf77740f", "observationId": "34edc8e38bc2766a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/262c233254b727f2ec35d93dbf77740f?observation=34edc8e38bc2766a", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "use", "title": "instagram-reel / use / natgeo-skip-pinned", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 14 numbers not in Actor output: 8.9", "timestamp": "2026-10-18T04:16:28.411Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 14 numbers not in Actor output: 8.9", "timestamp": "2026-10-18T04:16:28.333Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-18T04:16:28.301Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:16:28.247Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 14 numbers not in Actor output: 8.9", "timestamp": "2026-10-18T04:16:28.217Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-18T04:16:28.181Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The grounded check FAIL indicates one number (8.9 million) was invented in the summary text — the actual play count was 8,882,148, which the agent rounded to 'nearly 8.9 million' in prose, a minor rounding; however the table values match the retrieved data. The durations 8.38, 30.04, 23.40 are rounded from 8.384, 30.037333, 23.402666 which are present in the data. The '8.9' flagged by grounded check appears in the prose summary ('nearly 8.9 million views') which is a rounded approximation not in the dataset. The task is substantially completed with correct data in the table, but the grounded check flags this as a fail.", "timestamp": "2026-10-18T04:16:28.142Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch schema, run actor, get results — no redundant steps.", "timestamp": "2026-10-18T04:16:28.106Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and reported captions, play counts, and durations directly from the returned JSON data.", "timestamp": "2026-10-18T04:16:28.073Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-reel-scraper with username=[\"natgeo\"], resultsLimit=3, and skipPinnedPosts=true, matching all required inputs.", "timestamp": "2026-10-18T04:16:28.031Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-18T04:16:27.992Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:08:10.934Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-18T04:08:10.899Z", "metadata": {} }, "check.grounded": { "value": 0.929, "stringValue": null, "comment": "FAIL: 1 of 14 numbers not in Actor output: 8.9", "timestamp": "2026-10-18T04:08:10.859Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-18T04:08:10.822Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-18T04:08:10.785Z", "metadata": {} }, "check.threeReels": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-18T04:08:10.750Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-18T04:08:10.671Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:08:10.637Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-18T04:08:10.555Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 14 numbers not in Actor output: 8.9" }, { "scenarioId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:07:24.907Z", "day": "2026-10-18", "traceId": "edb8b4cc90b0d21f5115765859dab930", "observationId": "f92e30d4729ef446", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/edb8b4cc90b0d21f5115765859dab930?observation=f92e30d4729ef446", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "find", "title": "instagram-reel / find / natgeo-reels-shares", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-18T04:16:27.641Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-18T04:16:27.567Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-reel-scraper", "timestamp": "2026-10-18T04:16:27.534Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-18T04:16:27.499Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-18T04:16:27.468Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The actor run succeeded with includeSharesCount=true (sharesFlag: PASS) and returned 3 dataset items with 66 fields, but the sharesCount field was absent from the output data. The agent fetched all fields and read the full 67KB output but found no sharesCount, indicating the Actor did not include the shares count in its output despite the flag being set, likely due to plan restrictions or a field naming mismatch.", "timestamp": "2026-10-18T04:16:27.434Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-18T04:16:27.402Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported captions and play counts correctly from retrieved data, but failed to provide share counts for any of the 3 reels, reporting 'Not available' for all three, meaning the task requirement for share counts was not fulfilled.", "timestamp": "2026-10-18T04:16:27.366Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 6 tool calls: search, fetch-actor-details, call-actor, get-dataset-items (with specific fields), get-dataset-items (full), and Read — the extra dataset fetch was reasonable given the missing shares data, though slightly redundant.", "timestamp": "2026-10-18T04:16:27.330Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first dataset fetch with fields='caption,videoPlayCount,sharesCount' returned no sharesCount field, the agent made a second call to fetch all fields and read the full output file, but still found no sharesCount data and honestly reported it as 'Not available'.", "timestamp": "2026-10-18T04:16:27.296Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual captions and videoPlayCount values from the dataset items (e.g., 'One in seven adults will fall victim to a romance scam.' with 722,082 plays), not invented data.", "timestamp": "2026-10-18T04:16:27.266Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with username=['natgeo'], resultsLimit=3, and includeSharesCount=true, which are all correct inputs matching the task requirements, confirmed by sharesFlag: PASS.", "timestamp": "2026-10-18T04:16:27.229Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-reel-scraper, the intended actor for Instagram Reels with share counts, confirmed by the deterministic check rightActor: PASS.", "timestamp": "2026-10-18T04:16:27.190Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:08:33.071Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-18T04:08:33.024Z", "metadata": {} }, "check.sharesFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeSharesCount", "timestamp": "2026-10-18T04:08:32.982Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:08:32.924Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-reel-scraper\"", "timestamp": "2026-10-18T04:08:32.843Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-18T04:08:32.776Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-usage-natgeo-about-section", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:07:46.127Z", "day": "2026-10-18", "traceId": "8aa557d5ff8e71813abede9fa252f6ce", "observationId": "d5842dd1b5bb393d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8aa557d5ff8e71813abede9fa252f6ce?observation=d5842dd1b5bb393d", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "use", "title": "instagram-profile / use / natgeo-about-section", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly explained that country data was not present in the output (the about section fields like country were not returned in the dataset items).", "timestamp": "2026-10-18T04:16:23.772Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly explained that country data was not present in the output (the about section fields like country were not returned in the dataset items).", "timestamp": "2026-10-18T04:16:23.738Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-18T04:16:23.703Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:16:23.668Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The includeAboutSection=true was passed correctly, but the country field was not present in the dataset items (keys listed: biography, businessCategoryName, externalUrl, etc. — no country or about fields). The Actor's about section data did not appear in the output despite being enabled, preventing the agent from reporting the country.", "timestamp": "2026-10-18T04:16:23.640Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-18T04:16:23.603Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly explained that country data was not present in the output (the about section fields like country were not returned in the dataset items).", "timestamp": "2026-10-18T04:16:23.571Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call (first with specific fields, then full clean) and one unnecessary key-value store lookup, but overall the path was reasonably direct.", "timestamp": "2026-10-18T04:16:23.540Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the full dataset result exceeded token limits, the agent used Bash/jq to extract the needed fields from the saved file.", "timestamp": "2026-10-18T04:16:23.509Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the biography ('Step into wonder and find your inner explorer with National Geographic 🌎') and isBusinessAccount=true from the retrieved dataset items.", "timestamp": "2026-10-18T04:16:23.471Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-profile-scraper with usernames=['natgeo'] and includeAboutSection=true, which matches the required input schema.", "timestamp": "2026-10-18T04:16:23.406Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, Bash, and get-key-value-store-record to accomplish the task.", "timestamp": "2026-10-18T04:16:23.330Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:08:35.977Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-18T04:08:35.934Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-18T04:08:35.895Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-18T04:08:35.857Z", "metadata": {} }, "check.aboutSection": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeAboutSection", "timestamp": "2026-10-18T04:08:35.824Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): usernames[0]", "timestamp": "2026-10-18T04:08:35.789Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:08:35.753Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-18T04:08:35.716Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly explained that country data was not present in the output (the about section fields like country were not returned in the dataset items)." }, { "scenarioId": "instagram-profile-scraper-discovery-natgeo-verified", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:07:46.526Z", "day": "2026-10-18", "traceId": "6c41580fc3398e6bd06f48fe730674c0", "observationId": "f10482129afeb474", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6c41580fc3398e6bd06f48fe730674c0?observation=f10482129afeb474", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "find", "title": "instagram-profile / find / natgeo-verified", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer correctly reports @natgeo is verified, quotes the exact bio from retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line.", "timestamp": "2026-10-18T04:16:17.408Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer correctly reports @natgeo is verified, quotes the exact bio from retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line.", "timestamp": "2026-10-18T04:16:17.374Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-profile-scraper", "timestamp": "2026-10-18T04:16:17.340Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-18T04:16:17.301Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:16:17.265Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered, ran, and reported results from apify/instagram-profile-scraper.", "timestamp": "2026-10-18T04:16:17.226Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-18T04:16:17.190Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer correctly reports @natgeo is verified, quotes the exact bio from retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line.", "timestamp": "2026-10-18T04:16:17.152Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: search, fetch details, run actor, get results — no redundant calls or backtracking.", "timestamp": "2026-10-18T04:16:17.120Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the retrieved data: verified=true and biography='Step into wonder and find your inner explorer with National Geographic 🌎' from the dataset items.", "timestamp": "2026-10-18T04:16:17.086Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-profile-scraper with {\"usernames\":[\"natgeo\"]} which matches the required input schema, and fetched dataset items with the relevant fields.", "timestamp": "2026-10-18T04:16:17.049Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for discovering and running the correct Instagram profile scraper.", "timestamp": "2026-10-18T04:16:17.012Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:08:29.210Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-18T04:08:29.170Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:08:29.134Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-profile-scraper\"", "timestamp": "2026-10-18T04:08:29.045Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-18T04:08:28.935Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer correctly reports @natgeo is verified, quotes the exact bio from retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line." }, { "scenarioId": "instagram-post-scraper-usage-natgeo-three-posts", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:07:57.123Z", "day": "2026-10-18", "traceId": "26a92f39efe4d5987300517444be8bb0", "observationId": "bf1a03800503cf81", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/26a92f39efe4d5987300517444be8bb0?observation=bf1a03800503cf81", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "use", "title": "instagram-post / use / natgeo-three-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer correctly reports the first sentence of each caption and the like count for all 3 most recent @natgeo posts, skipping pinned posts, grounded in retrieved data.", "timestamp": "2026-10-18T04:16:15.933Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer correctly reports the first sentence of each caption and the like count for all 3 most recent @natgeo posts, skipping pinned posts, grounded in retrieved data.", "timestamp": "2026-10-18T04:16:15.893Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-18T04:16:15.853Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:16:15.817Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified the actor, configured inputs properly, retrieved data, and reported accurate results.", "timestamp": "2026-10-18T04:16:15.781Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-18T04:16:15.745Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer correctly reports the first sentence of each caption and the like count for all 3 most recent @natgeo posts, skipping pinned posts, grounded in retrieved data.", "timestamp": "2026-10-18T04:16:15.706Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls (fetch details, run actor, get items) with no redundant steps or retries.", "timestamp": "2026-10-18T04:16:15.670Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 14 numbers in the answer were found in Actor output, and the captions match the dataset items retrieved via get-dataset-items.", "timestamp": "2026-10-18T04:16:15.634Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=[\"natgeo\"], resultsLimit=3, skipPinnedPosts=true, and dataDetailLevel=\"detailedData\" — all correct and well-formed inputs matching the schema.", "timestamp": "2026-10-18T04:16:15.597Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-18T04:16:15.558Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:08:52.551Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-18T04:08:52.514Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 14 numbers found in Actor output", "timestamp": "2026-10-18T04:08:52.475Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-18T04:08:52.437Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-18T04:08:52.402Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-18T04:08:52.368Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-18T04:08:52.325Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:08:52.250Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-18T04:08:52.156Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer correctly reports the first sentence of each caption and the like count for all 3 most recent @natgeo posts, skipping pinned posts, grounded in retrieved data." }, { "scenarioId": "instagram-post-scraper-discovery-natgeo-latest-post", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:08:10.968Z", "day": "2026-10-18", "traceId": "f49bbe764d01ac9ce8404ea33d9af731", "observationId": "382432ccf7b7b4df", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f49bbe764d01ac9ce8404ea33d9af731?observation=382432ccf7b7b4df", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "find", "title": "instagram-post / find / natgeo-latest-post", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides the first sentence of the caption, the comment count (344), and ends with exactly 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data.", "timestamp": "2026-10-18T04:16:14.624Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides the first sentence of the caption, the comment count (344), and ends with exactly 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data.", "timestamp": "2026-10-18T04:16:14.573Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-18T04:16:14.539Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-18T04:16:14.496Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:16:14.458Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered, ran, and reported results from apify/instagram-post-scraper with no issues.", "timestamp": "2026-10-18T04:16:14.418Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-18T04:16:14.385Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides the first sentence of the caption, the comment count (344), and ends with exactly 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data.", "timestamp": "2026-10-18T04:16:14.308Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: search, fetch details, run actor, get results — no redundant calls or backtracking.", "timestamp": "2026-10-18T04:16:14.273Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the caption and commentsCount (344) from the dataset items returned by get-dataset-items, not invented values.", "timestamp": "2026-10-18T04:16:14.234Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-post-scraper with username=['natgeo'] and resultsLimit=1, which correctly targets the right profile with a 1-post cap, and fetched only the needed fields (caption, commentsCount).", "timestamp": "2026-10-18T04:16:14.197Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors to find the Instagram Post Scraper, fetch-actor-details to understand the schema, call-actor to run it, and get-dataset-items to retrieve results — all appropriate tools for the task.", "timestamp": "2026-10-18T04:16:14.159Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:08:57.140Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-18T04:08:57.098Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:08:57.058Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-post-scraper\"", "timestamp": "2026-10-18T04:08:56.995Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-18T04:08:56.953Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides the first sentence of the caption, the comment count (344), and ends with exactly 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data." }, { "scenarioId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:08:29.251Z", "day": "2026-10-18", "traceId": "d0f16f374c396ae8d101589b7f9fd5c5", "observationId": "a3d6c726e8b0fe32", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d0f16f374c396ae8d101589b7f9fd5c5?observation=a3d6c726e8b0fe32", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "use", "title": "instagram-hashtag / use / nasa-keyword-reels", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 5 reels with first sentences and like counts drawn from real data; despite the preview showing itemCount=4, the dataset actually returned 5 items (confirmed by facts: 5 dataset items), and the agent correctly reported all 5 in the final table.", "timestamp": "2026-10-18T04:16:14.349Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 5 reels with first sentences and like counts drawn from real data; despite the preview showing itemCount=4, the dataset actually returned 5 items (confirmed by facts: 5 dataset items), and the agent correctly reported all 5 in the final table.", "timestamp": "2026-10-18T04:16:14.266Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-18T04:16:14.230Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:16:14.197Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the actor ran successfully, inputs were correct, and the final answer was grounded in retrieved data.", "timestamp": "2026-10-18T04:16:14.155Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-18T04:16:14.117Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 5 reels with first sentences and like counts drawn from real data; despite the preview showing itemCount=4, the dataset actually returned 5 items (confirmed by facts: 5 dataset items), and the agent correctly reported all 5 in the final table.", "timestamp": "2026-10-18T04:16:14.083Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, call actor, get dataset items — no redundant calls.", "timestamp": "2026-10-18T04:16:14.048Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 14 numbers in the final answer were found in the Actor output, and captions match the dataset items retrieved.", "timestamp": "2026-10-18T04:16:14.010Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed hashtags=[\"nasa\"], keywordSearch=true, resultsType=\"reels\", and resultsLimit=5, which matches all required input parameters per the deterministic checks.", "timestamp": "2026-10-18T04:16:13.973Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-18T04:16:13.936Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:09:01.009Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-18T04:09:00.972Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 14 numbers found in Actor output", "timestamp": "2026-10-18T04:09:00.938Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-18T04:09:00.903Z", "metadata": {} }, "check.fiveResults": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-18T04:09:00.864Z", "metadata": {} }, "check.reelsType": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsType", "timestamp": "2026-10-18T04:09:00.824Z", "metadata": {} }, "check.keywordMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): keywordSearch", "timestamp": "2026-10-18T04:09:00.787Z", "metadata": {} }, "check.keywordInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): hashtags[0]", "timestamp": "2026-10-18T04:09:00.748Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:09:00.699Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-10-18T04:09:00.646Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 5 reels with first sentences and like counts drawn from real data; despite the preview showing itemCount=4, the dataset actually returned 5 items (confirmed by facts: 5 dataset items), and the agent correctly reported all 5 in the final table." }, { "scenarioId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:08:33.102Z", "day": "2026-10-18", "traceId": "644a72a2a81c8163075b9596ac64aa06", "observationId": "48a037677dec7178", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/644a72a2a81c8163075b9596ac64aa06?observation=48a037677dec7178", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "find", "title": "instagram-hashtag / find / nasa-hashtag", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 5 posts with account usernames, full names, post topics, and captions grounded in retrieved data, and ended with exactly 'Actor: apify/instagram-hashtag-scraper' as required.", "timestamp": "2026-10-18T04:16:09.988Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 5 posts with account usernames, full names, post topics, and captions grounded in retrieved data, and ended with exactly 'Actor: apify/instagram-hashtag-scraper' as required.", "timestamp": "2026-10-18T04:16:09.950Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-hashtag-scraper", "timestamp": "2026-10-18T04:16:09.914Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-18T04:16:09.878Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:16:09.838Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly discovered and used apify/instagram-hashtag-scraper, provided well-formed inputs, utilized real retrieved data, and delivered a complete answer meeting all task requirements.", "timestamp": "2026-10-18T04:16:09.802Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-18T04:16:09.759Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 5 posts with account usernames, full names, post topics, and captions grounded in retrieved data, and ended with exactly 'Actor: apify/instagram-hashtag-scraper' as required.", "timestamp": "2026-10-18T04:16:09.721Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one unnecessary extra call (fetch-actor-details on instagram-post-scraper before realizing it needed a hashtag scraper), but then efficiently found and used the correct actor with a second search and one fetch-actor-details call.", "timestamp": "2026-10-18T04:16:09.680Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and accurately reported all 5 posts with real usernames (iambarnes_kylo, myst.eriesoftheuniverse, bestcoachingconfusion, __plutusias, dnbphnews) and captions directly from the tool results.", "timestamp": "2026-10-18T04:16:09.646Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-hashtag-scraper with hashtags=['nasa'], resultsLimit=5, and resultsType='posts', which are all valid and appropriate inputs matching the actor's schema.", "timestamp": "2026-10-18T04:16:09.610Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent initially searched for 'Instagram posts' and found a profile-based scraper, then correctly searched for 'Instagram hashtag' and found apify/instagram-hashtag-scraper, which is the intended actor for this task.", "timestamp": "2026-10-18T04:16:09.570Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:09:35.089Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-18T04:09:35.043Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:09:35.008Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-hashtag-scraper\"", "timestamp": "2026-10-18T04:09:34.972Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-10-18T04:09:34.802Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 5 posts with account usernames, full names, post topics, and captions grounded in retrieved data, and ended with exactly 'Actor: apify/instagram-hashtag-scraper' as required." }, { "scenarioId": "facebook-posts-scraper-usage-nasa-engagement", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:08:36.010Z", "day": "2026-10-18", "traceId": "6845c0937824d50d3b631a560ca4129f", "observationId": "b733cbe496f1cf99", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6845c0937824d50d3b631a560ca4129f?observation=b733cbe496f1cf99", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "use", "title": "facebook-posts / use / nasa-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence and total reactions count for all 5 posts, with reaction totals correctly summed from the retrieved fields and grounded in actual data.", "timestamp": "2026-10-18T04:16:05.877Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence and total reactions count for all 5 posts, with reaction totals correctly summed from the retrieved fields and grounded in actual data.", "timestamp": "2026-10-18T04:16:05.841Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-18T04:16:05.804Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:16:05.768Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified the actor, provided proper inputs, retrieved real data, and reported first sentences and reaction counts for all 5 NASA posts.", "timestamp": "2026-10-18T04:16:05.732Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-18T04:16:05.694Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence and total reactions count for all 5 posts, with reaction totals correctly summed from the retrieved fields and grounded in actual data.", "timestamp": "2026-10-18T04:16:05.657Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made exactly 3 tool calls in logical order (fetch details, run actor, get items) with no redundant calls.", "timestamp": "2026-10-18T04:16:05.616Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 5 reaction numbers in the answer were found in Actor output, and the post texts match the dataset preview.", "timestamp": "2026-10-18T04:16:05.578Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed startUrls with the NASA Facebook URL and resultsLimit:5, matching the schema requirements exactly.", "timestamp": "2026-10-18T04:16:05.500Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-18T04:16:05.463Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:09:22.015Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-18T04:09:21.979Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 5 numbers found in Actor output", "timestamp": "2026-10-18T04:09:21.945Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-18T04:09:21.864Z", "metadata": {} }, "check.fivePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-18T04:09:21.825Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-18T04:09:21.791Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:09:21.753Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-18T04:09:21.718Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{2,}/", "timestamp": "2026-10-18T04:09:21.680Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the first sentence and total reactions count for all 5 posts, with reaction totals correctly summed from the retrieved fields and grounded in actual data." }, { "scenarioId": "facebook-posts-scraper-discovery-nasa-page", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:08:39.018Z", "day": "2026-10-18", "traceId": "8a634f5658093fc7ba7d3cd0f8592434", "observationId": "10a89c8531eab95a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8a634f5658093fc7ba7d3cd0f8592434?observation=10a89c8531eab95a", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "find", "title": "facebook-posts / find / nasa-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned 5 posts with text and reaction counts grounded in the retrieved dataset items, fulfilling the task requirements.", "timestamp": "2026-10-18T04:16:07.605Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned 5 posts with text and reaction counts grounded in the retrieved dataset items, fulfilling the task requirements.", "timestamp": "2026-10-18T04:16:07.572Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/facebook-posts-scraper", "timestamp": "2026-10-18T04:16:07.529Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-18T04:16:07.494Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:16:07.420Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first call-actor invocation passed startUrls as an array of plain strings ([\"https://www.facebook.com/NASA\"]) instead of objects ([{\"url\": \"...\"}]), causing a CALL-FAILED run. The input schema clearly specifies items must be objects with a 'url' property, so the agent should have formatted it correctly on the first attempt.", "timestamp": "2026-10-18T04:16:07.384Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-18T04:16:07.346Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned 5 posts with text and reaction counts grounded in the retrieved dataset items, fulfilling the task requirements.", "timestamp": "2026-10-18T04:16:07.309Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search-actors, fetch-actor-details, call-actor (failed), call-actor (succeeded), get-dataset-items — a reasonable path with one corrective retry.", "timestamp": "2026-10-18T04:16:07.271Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with 'must be object' validation error, the agent correctly diagnosed the issue and reformatted startUrls as an array of objects on the retry, which succeeded.", "timestamp": "2026-10-18T04:16:07.235Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the successful run and directly used the text, likes, and reaction breakdown fields from the tool results in its final answer.", "timestamp": "2026-10-18T04:16:07.191Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed because startUrls was passed as an array of strings instead of objects; the agent corrected this on the second call with [{\"url\": \"https://www.facebook.com/NASA\"}] and resultsLimit:5, which succeeded.", "timestamp": "2026-10-18T04:16:07.159Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/facebook-posts-scraper, the intended actor for scraping Facebook page posts.", "timestamp": "2026-10-18T04:16:07.111Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:09:31.762Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-18T04:09:31.725Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/facebook-posts-scraper run : CALL-FAILED", "timestamp": "2026-10-18T04:09:31.691Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-posts-scraper\"", "timestamp": "2026-10-18T04:09:31.613Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-18T04:09:31.535Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "PASS: The agent returned 5 posts with text and reaction counts grounded in the retrieved dataset items, fulfilling the task requirements." }, { "scenarioId": "facebook-groups-scraper-usage-recent-activity", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:08:52.591Z", "day": "2026-10-18", "traceId": "6702fec617b36475f127ef03c1a2e04e", "observationId": "4e7dea0a4a1da476", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6702fec617b36475f127ef03c1a2e04e?observation=4e7dea0a4a1da476", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "use", "title": "facebook-groups / use / recent-activity", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 2 of 9 numbers not in Actor output: 5, 300", "timestamp": "2026-10-18T04:16:05.478Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 2 of 9 numbers not in Actor output: 5, 300", "timestamp": "2026-10-18T04:16:05.388Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-18T04:16:05.353Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:16:05.317Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 2 of 9 numbers not in Actor output: 5, 300", "timestamp": "2026-10-18T04:16:05.282Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-18T04:16:05.244Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The grounded check FAILed because 2 numbers (5 and 300) were not in the Actor output; the agent invented '300+' member count descriptions and reported comment counts/times for posts 2 and 3 that may not be grounded in the retrieved data.", "timestamp": "2026-10-18T04:16:05.212Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, call actor, retrieve dataset items — no unnecessary repetition.", "timestamp": "2026-10-18T04:16:05.175Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent used the retrieved dataset items to report post text and comment counts, but invented '300+' as a description of member count and described Post 2 and Post 3 with times not visible in the preview (the grounded check flagged 2 numbers not in Actor output: 5 and 300).", "timestamp": "2026-10-18T04:16:05.142Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with startUrls set to the group URL, resultsLimit=3, and viewOption='RECENT_ACTIVITY', all matching the task requirements.", "timestamp": "2026-10-18T04:16:05.106Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-18T04:16:05.068Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:09:21.615Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-18T04:09:21.576Z", "metadata": {} }, "check.grounded": { "value": 0.778, "stringValue": null, "comment": "FAIL: 2 of 9 numbers not in Actor output: 5, 300", "timestamp": "2026-10-18T04:09:21.539Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-18T04:09:21.504Z", "metadata": {} }, "check.sortOrder": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): viewOption", "timestamp": "2026-10-18T04:09:21.465Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-18T04:09:21.432Z", "metadata": {} }, "check.groupUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-18T04:09:21.395Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:09:21.317Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-10-18T04:09:21.236Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 2 of 9 numbers not in Actor output: 5, 300" }, { "scenarioId": "facebook-groups-scraper-discovery-public-group-posts", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:08:57.177Z", "day": "2026-10-18", "traceId": "b8829c2126cdedfa455891b67be18230", "observationId": "cb39bb9c630b8b36", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b8829c2126cdedfa455891b67be18230?observation=cb39bb9c630b8b36", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "find", "title": "facebook-groups / find / public-group-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used curious_coder/facebook-post-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-18T04:15:59.185Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used curious_coder/facebook-post-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-18T04:15:59.111Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "curious_coder/facebook-post-scraper", "comment": "Actors the agent ran: curious_coder/facebook-post-scraper", "timestamp": "2026-10-18T04:15:59.078Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-18T04:15:59.038Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:15:59.002Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used curious_coder/facebook-post-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-18T04:15:58.972Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-18T04:15:58.937Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported on 3 posts from the group using real retrieved data, but used the wrong actor (curious_coder/facebook-post-scraper instead of apify/facebook-groups-scraper), and the final answer line names the wrong actor, failing both deterministic checks (rightActor and namedActor).", "timestamp": "2026-10-18T04:15:58.900Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one search call, fetched details for two actors (apify/facebook-posts-scraper and curious_coder/facebook-post-scraper), then ran the chosen actor and retrieved results — a reasonably direct path with only one extra fetch-actor-details call.", "timestamp": "2026-10-18T04:15:58.864Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned (post IDs, text about welcoming new members, timestamps, user name 'AllMath') to describe the posts rather than inventing content.", "timestamp": "2026-10-18T04:15:58.833Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct group URL, set count=3, sortType='new_posts', and outputFormat='simple', which are all valid inputs for the chosen actor.", "timestamp": "2026-10-18T04:15:58.798Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Facebook scrapers and selected curious_coder/facebook-post-scraper which supports groups, but missed the intended apify/facebook-groups-scraper; the rightActor check is FAIL per the facts.", "timestamp": "2026-10-18T04:15:58.753Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:09:40.390Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-18T04:09:40.354Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:09:40.317Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-groups-scraper\"", "timestamp": "2026-10-18T04:09:40.273Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used curious_coder/facebook-post-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-18T04:09:40.239Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "curious_coder/facebook-post-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used curious_coder/facebook-post-scraper; expected apify/facebook-groups-scraper" }, { "scenarioId": "facebook-ads-scraper-usage-nike-last-30-days", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:09:01.042Z", "day": "2026-10-18", "traceId": "c0ec9c14185c6eb0e4341a79bfb87287", "observationId": "4a3e5c3b80871c35", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c0ec9c14185c6eb0e4341a79bfb87287?observation=4a3e5c3b80871c35", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "use", "title": "facebook-ads / use / nike-last-30-days", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 4 numbers not in Actor output: 19", "timestamp": "2026-10-18T04:15:57.827Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 4 numbers not in Actor output: 19", "timestamp": "2026-10-18T04:15:57.750Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-18T04:15:57.711Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:15:57.676Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 4 numbers not in Actor output: 19", "timestamp": "2026-10-18T04:15:57.644Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-18T04:15:57.609Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The grounded check FAIL shows the agent reported '19 ads' but the actual dataset had 20 items; the agent read '19 items' from the intermediate run status and reported that number, which contradicts the verified 20 dataset items fact.", "timestamp": "2026-10-18T04:15:57.549Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call (with full fields) after the first showed null reach/spend, which was a reasonable investigative step rather than pointless repetition.", "timestamp": "2026-10-18T04:15:57.513Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved actual dataset items and quoted a real ad body text ('Tenha acesso aos melhores produtos...') directly from the dataset, and correctly noted that reach/spend fields were null in the actual data.", "timestamp": "2026-10-18T04:15:57.423Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with startUrls set to Nike's Facebook page, resultsLimit=20, isDetailsPerAd=true, and onlyAdsNewerThan='30 days' — all correct parameters matching the task requirements.", "timestamp": "2026-10-18T04:15:57.379Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, get-dataset-items, and Read — all appropriate tools for running the apify/facebook-ads-scraper and retrieving results.", "timestamp": "2026-10-18T04:15:57.343Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:11:12.851Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-18T04:11:12.814Z", "metadata": {} }, "check.grounded": { "value": 0.75, "stringValue": null, "comment": "FAIL: 1 of 4 numbers not in Actor output: 19", "timestamp": "2026-10-18T04:11:12.783Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-18T04:11:12.748Z", "metadata": {} }, "check.detailsFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): isDetailsPerAd", "timestamp": "2026-10-18T04:11:12.714Z", "metadata": {} }, "check.twentyAds": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-18T04:11:12.676Z", "metadata": {} }, "check.dateRange": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): onlyAdsNewerThan", "timestamp": "2026-10-18T04:11:12.641Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-18T04:11:12.606Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:11:12.552Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-ads-scraper", "timestamp": "2026-10-18T04:11:12.479Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-18T04:11:12.396Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 4 numbers not in Actor output: 19" }, { "scenarioId": "facebook-ads-scraper-discovery-nike-ad-library", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:09:21.651Z", "day": "2026-10-18", "traceId": "49358c895f4926fa71f53acf553130f7", "observationId": "66e818e66b5da1d3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/49358c895f4926fa71f53acf553130f7?observation=66e818e66b5da1d3", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "find", "title": "facebook-ads / find / nike-ad-library", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used adside/meta-ad-library-ads-scraper, wakeful_outhouse/facebook-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-18T04:15:57.064Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used adside/meta-ad-library-ads-scraper, wakeful_outhouse/facebook-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-18T04:15:56.981Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "adside/meta-ad-library-ads-scraper", "comment": "Actors the agent ran: adside/meta-ad-library-ads-scraper, wakeful_outhouse/facebook-ads-library-scraper", "timestamp": "2026-10-18T04:15:56.938Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-18T04:15:56.901Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:15:56.864Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used adside/meta-ad-library-ads-scraper, wakeful_outhouse/facebook-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-18T04:15:56.823Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-18T04:15:56.779Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 10 active ads and provided a real example body text from the retrieved data, fulfilling the task requirements, but used the wrong actor (not apify/facebook-ads-scraper as intended), and the namedActor check is FAIL.", "timestamp": "2026-10-18T04:15:56.742Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 7 tool calls total: one search, two fetch-actor-details, two call-actor, and two get-dataset-items, which is reasonable given the first actor failed and required a fallback.", "timestamp": "2026-10-18T04:15:56.706Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When adside/meta-ad-library-ads-scraper returned 0 items, the agent correctly pivoted to try wakeful_outhouse/facebook-ads-library-scraper, which succeeded with 10 items.", "timestamp": "2026-10-18T04:15:56.671Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned (10 ads with real body text like 'Bring sports more fully into your day with the Nike App.') to compose its answer, not invented data.", "timestamp": "2026-10-18T04:15:56.632Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "For the second actor (wakeful_outhouse/facebook-ads-library-scraper), the agent correctly passed the Facebook URL 'https://www.facebook.com/nike' and set maxAdsPerQuery to 10 and activeStatus to 'active', which are all valid inputs per the schema.", "timestamp": "2026-10-18T04:15:56.596Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Meta Ad Library actors and found relevant ones, but chose adside/meta-ad-library-ads-scraper first (which returned 0 items) and then wakeful_outhouse/facebook-ads-library-scraper instead of the intended apify/facebook-ads-scraper; the rightActor check is FAIL.", "timestamp": "2026-10-18T04:15:56.561Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:10:24.458Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-18T04:10:24.426Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:10:24.357Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-ads-scraper\"", "timestamp": "2026-10-18T04:10:24.320Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used adside/meta-ad-library-ads-scraper, wakeful_outhouse/facebook-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-18T04:10:24.234Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "adside/meta-ad-library-ads-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used adside/meta-ad-library-ads-scraper, wakeful_outhouse/facebook-ads-library-scraper; expected apify/facebook-ads-scraper" }, { "scenarioId": "tripadvisor-usage-rome-restaurants", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:09:22.047Z", "day": "2026-10-18", "traceId": "6c3e2cc2e5b39eaa9477263bf2090f07", "observationId": "d19c46dcdc8a44ba", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6c3e2cc2e5b39eaa9477263bf2090f07?observation=d19c46dcdc8a44ba", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "use", "title": "tripadvisor / use / rome-restaurants", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 10 restaurants with cuisine types, price ranges, and ratings, reported the count (10), and named the top restaurant (DOC EnoBistrot - Cucina & Vineria, rating 4.9) — fully satisfying the task requirements.", "timestamp": "2026-10-18T04:15:55.108Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 10 restaurants with cuisine types, price ranges, and ratings, reported the count (10), and named the top restaurant (DOC EnoBistrot - Cucina & Vineria, rating 4.9) — fully satisfying the task requirements.", "timestamp": "2026-10-18T04:15:55.067Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-18T04:15:55.027Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:15:54.991Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, configured inputs correctly, polled appropriately, and delivered a complete grounded answer with all requested data fields.", "timestamp": "2026-10-18T04:15:54.934Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-18T04:15:54.901Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 restaurants with cuisine types, price ranges, and ratings, reported the count (10), and named the top restaurant (DOC EnoBistrot - Cucina & Vineria, rating 4.9) — fully satisfying the task requirements.", "timestamp": "2026-10-18T04:15:54.864Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed 3 polling calls because the actor took ~156 seconds, but each poll was necessary given the run hadn't completed; no redundant or wasteful calls were made.", "timestamp": "2026-10-18T04:15:54.829Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run was still in RUNNING state after the initial 45s wait, so the agent correctly polled twice more with get-actor-run until SUCCEEDED status was confirmed before fetching items.", "timestamp": "2026-10-18T04:15:54.791Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer directly uses data from the dataset items tool result, accurately reporting names, ratings (4.9, 4.8, 4.6), price levels ($$ - $$$, $$$$), and cuisine types that match the preview.", "timestamp": "2026-10-18T04:15:54.754Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set query='Rome', maxItemsPerQuery=10, includeRestaurants=true, includeHotels=false, includeAttractions=false, which correctly targets restaurants-only mode with the right cap and location.", "timestamp": "2026-10-18T04:15:54.665Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with maxcopell/tripadvisor, then get-actor-run to poll, then get-dataset-items to retrieve results — all appropriate tools for the task.", "timestamp": "2026-10-18T04:15:54.588Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:12:23.920Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-18T04:12:23.887Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-18T04:12:23.850Z", "metadata": {} }, "check.ratingField": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-18T04:12:23.799Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-18T04:12:23.764Z", "metadata": {} }, "check.restaurantsMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeRestaurants", "timestamp": "2026-10-18T04:12:23.727Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:12:23.673Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-18T04:12:23.587Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[3-5]\\.\\d\\b/", "timestamp": "2026-10-18T04:12:23.497Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved 10 restaurants with cuisine types, price ranges, and ratings, reported the count (10), and named the top restaurant (DOC EnoBistrot - Cucina & Vineria, rating 4.9) — fully satisfying the task requirements." }, { "scenarioId": "tripadvisor-discovery-barcelona-attractions", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:09:31.793Z", "day": "2026-10-18", "traceId": "5aedc7047a2de92dd17853e3b664483a", "observationId": "6ea2b642b6234cfd", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5aedc7047a2de92dd17853e3b664483a?observation=6ea2b642b6234cfd", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "find", "title": "tripadvisor / find / barcelona-attractions", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-18T04:15:47.180Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-18T04:15:47.101Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "axlymxp/tripadvisor-attractions-scraper", "comment": "Actors the agent ran: axlymxp/tripadvisor-attractions-scraper", "timestamp": "2026-10-18T04:15:47.059Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-18T04:15:47.022Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:15:46.984Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-18T04:15:46.949Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-18T04:15:46.910Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent produced a complete comparison of top 10 Barcelona attractions with ratings and review counts, but used the wrong actor (axlymxp/tripadvisor-attractions-scraper instead of maxcopell/tripadvisor) as confirmed by the rightActor and namedActor FAIL checks.", "timestamp": "2026-10-18T04:15:46.869Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search-actors, fetch-actor-details, call-actor, get-dataset-items) in a logical sequence with no redundant steps.", "timestamp": "2026-10-18T04:15:46.834Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items with name, rank, rating, review_count, and category fields and accurately presented all of them in the final answer table.", "timestamp": "2026-10-18T04:15:46.796Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called axlymxp/tripadvisor-attractions-scraper with queries=['Barcelona'], maxItemsPerQuery=10, includeTourProducts=false, includeCoordinates=true — all well-formed and appropriate for the task.", "timestamp": "2026-10-18T04:15:46.757Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for TripAdvisor attractions actors and selected axlymxp/tripadvisor-attractions-scraper instead of the intended maxcopell/tripadvisor; the search results did not surface maxcopell/tripadvisor, so the agent picked a plausible alternative but the wrong one per the deterministic check.", "timestamp": "2026-10-18T04:15:46.714Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:10:04.209Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-18T04:10:04.171Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:10:04.133Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /maxcopell/tripadvisor(?!-)/", "timestamp": "2026-10-18T04:10:04.053Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-18T04:10:03.971Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "axlymxp/tripadvisor-attractions-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor" }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:09:35.116Z", "day": "2026-10-18", "traceId": "93087bafbd2fea8c3285ce39dad002aa", "observationId": "2c9487f4681ba782", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/93087bafbd2fea8c3285ce39dad002aa?observation=2c9487f4681ba782", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the full AI Mode answer text and accurately counted 9 cited sources (7 'citations' + 2 'attached') directly from the retrieved data, fulfilling both parts of the task.", "timestamp": "2026-10-18T04:15:45.114Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the full AI Mode answer text and accurately counted 9 cited sources (7 'citations' + 2 'attached') directly from the retrieved data, fulfilling both parts of the task.", "timestamp": "2026-10-18T04:15:45.041Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-18T04:15:44.999Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:15:44.957Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly enabled AI Mode, set UK country code, retrieved the answer text, and accurately reported 9 sources from the dataset.", "timestamp": "2026-10-18T04:15:44.916Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-18T04:15:44.881Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the full AI Mode answer text and accurately counted 9 cited sources (7 'citations' + 2 'attached') directly from the retrieved data, fulfilling both parts of the task.", "timestamp": "2026-10-18T04:15:44.842Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call (first fetching only text, then fetching the full aiModeResult including sources), which was a minor inefficiency but reasonable given the initial field projection omitted sources.", "timestamp": "2026-10-18T04:15:44.811Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run showed 'Nothing extracted yet' during two polling attempts but the agent correctly continued polling until the run SUCCEEDED, handling the delay appropriately.", "timestamp": "2026-10-18T04:15:44.778Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the aiModeResult.text and enumerated all 9 sources from the dataset items returned by get-dataset-items, not inventing any data.", "timestamp": "2026-10-18T04:15:44.710Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set queries='best crm for small business', maxPagesPerQuery=1, countryCode='gb', and aiModeSearch.enableAiMode=true — all correct inputs matching the task requirements and confirmed by deterministic checks.", "timestamp": "2026-10-18T04:15:44.675Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running and retrieving results from apify/google-search-scraper.", "timestamp": "2026-10-18T04:15:44.601Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:12:45.598Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-18T04:12:45.558Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-18T04:12:45.525Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-18T04:12:45.486Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-10-18T04:12:45.448Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-18T04:12:45.412Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-10-18T04:12:45.376Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:12:45.339Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-18T04:12:45.294Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the full AI Mode answer text and accurately counted 9 cited sources (7 'citations' + 2 'attached') directly from the retrieved data, fulfilling both parts of the task." }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:09:40.423Z", "day": "2026-10-18", "traceId": "b2b916fc8f3f49032dcf9620ca4f8cd1", "observationId": "70f951e7bc366bdf", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b2b916fc8f3f49032dcf9620ca4f8cd1?observation=70f951e7bc366bdf", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer correctly reports 9 organic results and the top three domains (leasingmarkt.de, adac.de, cupra.com) grounded in the retrieved dataset, fully fulfilling the task.", "timestamp": "2026-10-18T04:15:44.865Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer correctly reports 9 organic results and the top three domains (leasingmarkt.de, adac.de, cupra.com) grounded in the retrieved dataset, fully fulfilling the task.", "timestamp": "2026-10-18T04:15:44.829Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-18T04:15:44.792Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:15:44.760Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first get-dataset-items call with fields='organicResults.url,organicResults.title,organicResults.position' returned an empty item {}, suggesting the Actor's dot-notation field projection did not work as expected, forcing a retry without field filtering. This output-format issue caused an unnecessary extra call.", "timestamp": "2026-10-18T04:15:44.723Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-18T04:15:44.684Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer correctly reports 9 organic results and the top three domains (leasingmarkt.de, adac.de, cupra.com) grounded in the retrieved dataset, fully fulfilling the task.", "timestamp": "2026-10-18T04:15:44.647Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call because the fields projection returned empty results, but this was a necessary recovery step rather than pointless repetition; overall the plan was reasonably direct.", "timestamp": "2026-10-18T04:15:44.600Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with fields projection returned an empty item ({}), so the agent immediately retried without the fields filter and successfully retrieved the full data.", "timestamp": "2026-10-18T04:15:44.563Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and reported the organic result count (9) and top three domains (leasingmarkt.de, adac.de, cupra.com) directly from the tool result data visible in the conversation.", "timestamp": "2026-10-18T04:15:44.517Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed queries='elektroauto leasing', countryCode='de', languageCode='de', and maxPagesPerQuery=1, which matches all required deterministic checks (query, country, lang, pages all PASS).", "timestamp": "2026-10-18T04:15:44.469Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for running apify/google-search-scraper and retrieving results.", "timestamp": "2026-10-18T04:15:44.429Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:10:29.698Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-18T04:10:29.662Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-18T04:10:29.623Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-18T04:10:29.590Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-18T04:10:29.557Z", "metadata": {} }, "check.lang": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): languageCode", "timestamp": "2026-10-18T04:10:29.524Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-18T04:10:29.486Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-18T04:10:29.454Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:10:29.418Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-18T04:10:29.377Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer correctly reports 9 organic results and the top three domains (leasingmarkt.de, adac.de, cupra.com) grounded in the retrieved dataset, fully fulfilling the task." }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:10:04.240Z", "day": "2026-10-18", "traceId": "6d5dacc6e780eb1cbba97262ac36d3e0", "observationId": "0aae563c04b65830", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6d5dacc6e780eb1cbba97262ac36d3e0?observation=0aae563c04b65830", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned a well-formatted table of organic results with positions, titles, URLs, and snippets for the query 'apify web scraping', and correctly ended with 'Actor: apify/google-search-scraper'.", "timestamp": "2026-10-18T04:15:43.507Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned a well-formatted table of organic results with positions, titles, URLs, and snippets for the query 'apify web scraping', and correctly ended with 'Actor: apify/google-search-scraper'.", "timestamp": "2026-10-18T04:15:43.469Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-10-18T04:15:43.434Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-18T04:15:43.393Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:15:43.355Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first get-dataset-items call with fields='organicResults.position,organicResults.title,organicResults.url,organicResults.description' returned an empty item {}, suggesting the dot-notation field projection did not work as expected for nested array fields, requiring a second call without field filtering to get the data.", "timestamp": "2026-10-18T04:15:43.316Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-18T04:15:43.280Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned a well-formatted table of organic results with positions, titles, URLs, and snippets for the query 'apify web scraping', and correctly ended with 'Actor: apify/google-search-scraper'.", "timestamp": "2026-10-18T04:15:43.245Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 5 tool calls: search-actors, fetch-actor-details, call-actor, and two get-dataset-items calls (the second needed because the first field-projected call returned empty objects), which is reasonably efficient with only one minor retry.", "timestamp": "2026-10-18T04:15:43.206Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with field projection returned an empty item ({}), so the agent made a second call without field projection to successfully retrieve the full data.", "timestamp": "2026-10-18T04:15:43.164Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the run and presented organic results with titles, URLs, and descriptions directly from the tool result data, not invented.", "timestamp": "2026-10-18T04:15:43.132Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with queries='apify web scraping' and maxPagesPerQuery=1, which correctly targets the first results page only with the right query.", "timestamp": "2026-10-18T04:15:43.063Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/google-search-scraper, the intended actor for scraping Google Search results, confirmed by the deterministic rightActor check passing.", "timestamp": "2026-10-18T04:15:42.980Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:10:45.270Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-18T04:10:45.228Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:10:45.176Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-18T04:10:45.087Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-18T04:10:44.991Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned a well-formatted table of organic results with positions, titles, URLs, and snippets for the query 'apify web scraping', and correctly ended with 'Actor: apify/google-search-scraper'." }, { "scenarioId": "google-maps-contact-details-usage-toronto-roofers", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:10:24.495Z", "day": "2026-10-18", "traceId": "c355d724fcc7ae8fd36c6dd91073ea7f", "observationId": "2955b2bd7855713c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c355d724fcc7ae8fd36c6dd91073ea7f?observation=2955b2bd7855713c", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "use", "title": "google-maps-contact-details / use / toronto-roofers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 2 of 10 items missing emails", "timestamp": "2026-10-18T04:15:35.942Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 2 of 10 items missing emails", "timestamp": "2026-10-18T04:15:35.859Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-18T04:15:35.820Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-18T04:15:35.788Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 2 of 10 items missing emails", "timestamp": "2026-10-18T04:15:35.751Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-18T04:15:35.715Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a table of all 10 companies with names, websites, emails, and social profiles, and correctly reported '8 out of 10 companies had an email address listed,' which matches the deterministic check showing 2 of 10 items missing emails.", "timestamp": "2026-10-18T04:15:35.678Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent fetched actor details once, called the actor once, polled three times (necessary because the run took ~160 seconds and each wait was 45s), then fetched dataset items once — a reasonably direct path with no pointless repetition.", "timestamp": "2026-10-18T04:15:35.647Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent's final table directly reflects the dataset items returned by get-dataset-items, including exact company names, websites, emails, and social profile URLs from the tool result preview.", "timestamp": "2026-10-18T04:15:35.611Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=['roofing companies'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=10, language='en', and scrapeSocialMediaProfiles with all social platforms enabled — all well-formed and sensible inputs matching the Actor's schema.", "timestamp": "2026-10-18T04:15:35.576Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with lukaskrivka/google-maps-with-contact-details, then polled with get-actor-run, and finally retrieved data with get-dataset-items — all appropriate tools for the task.", "timestamp": "2026-10-18T04:15:35.537Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:13:31.943Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-18T04:13:31.897Z", "metadata": {} }, "check.count": { "value": 1, "stringValue": null, "comment": "PASS (warn): answer matches /[0-9]/", "timestamp": "2026-10-18T04:13:31.860Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 10 items missing emails", "timestamp": "2026-10-18T04:13:31.825Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-18T04:13:31.793Z", "metadata": {} }, "check.socials": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): scrapeSocialMediaProfiles", "timestamp": "2026-10-18T04:13:31.760Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-18T04:13:31.726Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:13:31.645Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-18T04:13:31.559Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 2 of 10 items missing emails" }, { "scenarioId": "google-maps-contact-details-discovery-toronto-roofers-emails", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:10:29.738Z", "day": "2026-10-18", "traceId": "8cea560d940cd05144bbeab8e2086065", "observationId": "ba49f324303f1fd5", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8cea560d940cd05144bbeab8e2086065?observation=ba49f324303f1fd5", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "find", "title": "google-maps-contact-details / find / toronto-roofers-emails", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used buff_pineapple/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-18T04:15:33.696Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used buff_pineapple/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-18T04:15:33.602Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "buff_pineapple/google-maps-scraper", "comment": "Actors the agent ran: buff_pineapple/google-maps-scraper", "timestamp": "2026-10-18T04:15:33.568Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-18T04:15:33.535Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:15:33.503Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used buff_pineapple/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-18T04:15:33.464Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-18T04:15:33.426Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent found 10 roofing companies in Toronto, reported emails for 5 of them with accurate data from the dataset, and ended with the required 'Actor: buff_pineapple/google-maps-scraper' line, but used the wrong actor (rightActor: FAIL, namedActor: FAIL per deterministic checks).", "timestamp": "2026-10-18T04:15:33.385Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent searched for actors, fetched details on one actor, called it, polled for completion, and retrieved results — a direct 5-step path with no redundant calls.", "timestamp": "2026-10-18T04:15:33.354Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and accurately reported the names and emails from the actual API response, correctly counting 5 out of 10 companies with emails.", "timestamp": "2026-10-18T04:15:33.316Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed sensible inputs: query='roofing companies in Toronto', maxResults=10, includeDetails=true, includeEmails=true, language='en', which are well-formed and appropriate for the task.", "timestamp": "2026-10-18T04:15:33.280Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used buff_pineapple/google-maps-scraper instead of the intended lukaskrivka/google-maps-with-contact-details; while buff_pineapple/google-maps-scraper does have email enrichment capability (includeEmails flag), the deterministic check confirms it was the wrong actor for this task.", "timestamp": "2026-10-18T04:15:33.241Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:11:55.147Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-18T04:11:55.107Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:11:55.066Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"lukaskrivka/google-maps-with-contact-details\"", "timestamp": "2026-10-18T04:11:54.941Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used buff_pineapple/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-18T04:11:54.861Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "buff_pineapple/google-maps-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used buff_pineapple/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details" }, { "scenarioId": "google-maps-reviews-usage-ritz-trend", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:10:45.314Z", "day": "2026-10-18", "traceId": "9f8c4b80d9bdbedab76b93e2ee50f101", "observationId": "74e064032b196c2e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9f8c4b80d9bdbedab76b93e2ee50f101?observation=74e064032b196c2e", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "use", "title": "google-maps-reviews / use / ritz-trend", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-18T04:15:34.357Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-18T04:15:34.275Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-18T04:15:34.217Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-18T04:15:34.184Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The actor run succeeded with 30 items (per harness facts), but the agent saw itemCount=20 in the preview and fetched only 20 with limit=20, never paginating or re-fetching to get all 30. This is a reasoning failure — the agent should have recognized the dataset had more items or used the correct datasetId from the run facts to retrieve all 30 items.", "timestamp": "2026-10-18T04:15:34.113Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-18T04:15:34.084Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required 30 reviews split into two groups of 15, but the agent only retrieved 20 reviews and computed averages on groups of 13 and 10 (excluding null-star items), failing to fulfill the 30-review requirement and the clean 15-vs-15 split.", "timestamp": "2026-10-18T04:15:34.041Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used three tool calls in a logical sequence (fetch details, run actor, get items) with no redundant calls.", "timestamp": "2026-10-18T04:15:34.008Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The run returned 30 items per the harness facts, but the tool result preview showed itemCount=20 and the agent only fetched 20 items with limit=20; the agent noted the discrepancy but did not attempt to fetch the remaining 10 items, which was a missed recovery opportunity.", "timestamp": "2026-10-18T04:15:33.962Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual star ratings returned in the dataset items (5,5,5,5,5,5,5,4,2,4, etc.) to compute averages rather than inventing numbers.", "timestamp": "2026-10-18T04:15:33.932Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed maxReviews=30, reviewsSort='newest', and a valid Google Maps search URL for Ritz-Carlton Chicago, which are all correct inputs per the schema.", "timestamp": "2026-10-18T04:15:33.889Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-18T04:15:33.854Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:11:26.862Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-18T04:11:26.826Z", "metadata": {} }, "check.stars": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 8 of 30 items missing stars", "timestamp": "2026-10-18T04:11:26.795Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 30 items ok", "timestamp": "2026-10-18T04:11:26.760Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxReviews", "timestamp": "2026-10-18T04:11:26.721Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:11:26.679Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-reviews-scraper", "timestamp": "2026-10-18T04:11:26.601Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[1-5](\\.\\d+)?\\b/", "timestamp": "2026-10-18T04:11:26.521Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "stars" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "google-maps-reviews-discovery-ritz", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:11:12.882Z", "day": "2026-10-18", "traceId": "d6da1c3de3ad8a7c9544af40de028751", "observationId": "c30d22f60b5e0c9a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d6da1c3de3ad8a7c9544af40de028751?observation=c30d22f60b5e0c9a", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "find", "title": "google-maps-reviews / find / ritz", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent produced a well-structured summary of complaints and praises grounded in actual review data, and ended with exactly one line 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-10-18T04:15:32.325Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent produced a well-structured summary of complaints and praises grounded in actual review data, and ended with exactly one line 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-10-18T04:15:32.292Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-18T04:15:32.258Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-18T04:15:32.226Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:15:32.192Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the correct actor, used proper inputs, utilized retrieved data, followed an efficient plan, and fully completed the task with the required attribution line.", "timestamp": "2026-10-18T04:15:32.152Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-18T04:15:32.116Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a well-structured summary of complaints and praises grounded in actual review data, and ended with exactly one line 'Actor: compass/Google-Maps-Reviews-Scraper' as required.", "timestamp": "2026-10-18T04:15:32.081Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls: search-actors, fetch-actor-details, call-actor, get-dataset-items — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-18T04:15:32.045Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 30 dataset items and used actual review text from the dataset (e.g., quoting Vikas's Water Tower Suite review, Sepand's Agnes praise, Regis's dining complaint, Ari C.'s discrimination experience) to build the summary.", "timestamp": "2026-10-18T04:15:32.004Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with a Google Maps search URL for 'Ritz-Carlton+Chicago', maxReviews:30, reviewsSort:'newest', and language:'en' — all appropriate and well-formed inputs for the task.", "timestamp": "2026-10-18T04:15:31.925Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for 'Google reviews scraper' and correctly identified compass/Google-Maps-Reviews-Scraper as the appropriate actor, which matches the intended subject.", "timestamp": "2026-10-18T04:15:31.833Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:12:09.090Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-18T04:12:09.051Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:12:09.019Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"compass/google-maps-reviews-scraper\"", "timestamp": "2026-10-18T04:12:08.946Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-18T04:12:08.862Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent produced a well-structured summary of complaints and praises grounded in actual review data, and ended with exactly one line 'Actor: compass/Google-Maps-Reviews-Scraper' as required." }, { "scenarioId": "google-maps-extractor-usage-toronto-plumbers", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:11:26.897Z", "day": "2026-10-18", "traceId": "0e6d3d96e614e87fcb778a46cc04a7c2", "observationId": "1290ab85d7ed9e24", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0e6d3d96e614e87fcb778a46cc04a7c2?observation=1290ab85d7ed9e24", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "use", "title": "google-maps-extractor / use / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned all 15 plumbers with name, address, phone, and star rating, stated the count (15), and correctly identified the highest-rated (5 tied at 5.0 stars, naming Plumber To Your Door of Scarborough first).", "timestamp": "2026-10-18T04:15:21.624Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned all 15 plumbers with name, address, phone, and star rating, stated the count (15), and correctly identified the highest-rated (5 tied at 5.0 stars, naming Plumber To Your Door of Scarborough first).", "timestamp": "2026-10-18T04:15:21.592Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-18T04:15:21.556Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:15:21.515Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the Actor, provided proper inputs, retrieved and used real data, and delivered a complete, accurate answer.", "timestamp": "2026-10-18T04:15:21.446Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-18T04:15:21.414Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned all 15 plumbers with name, address, phone, and star rating, stated the count (15), and correctly identified the highest-rated (5 tied at 5.0 stars, naming Plumber To Your Door of Scarborough first).", "timestamp": "2026-10-18T04:15:21.381Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch details, run actor, retrieve results — no redundant calls.", "timestamp": "2026-10-18T04:15:21.346Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 20 numbers in the answer were found in Actor output; the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-10-18T04:15:21.309Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called compass/google-maps-extractor with searchStringsArray=['plumbers'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=15, and language='en' — all well-formed and appropriate.", "timestamp": "2026-10-18T04:15:21.267Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-18T04:15:21.165Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:12:00.650Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-18T04:12:00.619Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 20 numbers found in Actor output", "timestamp": "2026-10-18T04:12:00.585Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /[1-5][.][0-9]/", "timestamp": "2026-10-18T04:12:00.546Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 15 items ok", "timestamp": "2026-10-18T04:12:00.508Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 15 items ok", "timestamp": "2026-10-18T04:12:00.477Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-18T04:12:00.443Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:12:00.407Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-extractor", "timestamp": "2026-10-18T04:12:00.359Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned all 15 plumbers with name, address, phone, and star rating, stated the count (15), and correctly identified the highest-rated (5 tied at 5.0 stars, naming Plumber To Your Door of Scarborough first)." }, { "scenarioId": "google-maps-extractor-discovery-toronto-plumbers", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:11:55.183Z", "day": "2026-10-18", "traceId": "3e1aa171d0c7d730b91e6eafb87f1da3", "observationId": "f033a3b276d2f7f3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3e1aa171d0c7d730b91e6eafb87f1da3?observation=f033a3b276d2f7f3", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "find", "title": "google-maps-extractor / find / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned all 15 plumbers in Toronto with name, address, phone, website, and rating in a clear table format, excluded reviews, and ended with 'Actor: compass/crawler-google-places' as required.", "timestamp": "2026-10-18T04:15:22.517Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned all 15 plumbers in Toronto with name, address, phone, website, and rating in a clear table format, excluded reviews, and ended with 'Actor: compass/crawler-google-places' as required.", "timestamp": "2026-10-18T04:15:22.479Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/crawler-google-places", "timestamp": "2026-10-18T04:15:22.444Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-18T04:15:22.409Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:15:22.379Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor selected, arguments well-formed, results properly utilized, efficient plan, and task fully completed.", "timestamp": "2026-10-18T04:15:22.342Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-18T04:15:22.309Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned all 15 plumbers in Toronto with name, address, phone, website, and rating in a clear table format, excluded reviews, and ended with 'Actor: compass/crawler-google-places' as required.", "timestamp": "2026-10-18T04:15:22.277Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search-actors, fetch-actor-details, call-actor, get-dataset-items) in a logical sequence with no redundant steps.", "timestamp": "2026-10-18T04:15:22.241Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 15 items from dataset ZeJ5QW7Qfu84mHHYQ and presented all 15 listings with name, address, phone, website, and rating directly from the tool results.", "timestamp": "2026-10-18T04:15:22.205Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called compass/crawler-google-places with searchStringsArray=['plumber'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=15, language='en', and maxReviews=0, which are all sensible and well-formed inputs for the task.", "timestamp": "2026-10-18T04:15:22.103Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for 'Google Maps scraper', found compass/crawler-google-places, fetched its details, ran it, and retrieved dataset items — all appropriate tools for finding plumber listings.", "timestamp": "2026-10-18T04:15:22.010Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:12:48.289Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-18T04:12:48.249Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:12:48.211Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /compass/(google-maps-extractor|crawler-google-places)/", "timestamp": "2026-10-18T04:12:48.167Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-18T04:12:48.116Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned all 15 plumbers in Toronto with name, address, phone, website, and rating in a clear table format, excluded reviews, and ended with 'Actor: compass/crawler-google-places' as required." }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:12:00.679Z", "day": "2026-10-18", "traceId": "b5f6b7d8b6e3439d72e81ae344d23901", "observationId": "941dacabcdecbf95", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b5f6b7d8b6e3439d72e81ae344d23901?observation=941dacabcdecbf95", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified KAFE 608 as the highest-rated at 4.9 stars, fully satisfying the task requirements.", "timestamp": "2026-10-18T04:15:21.490Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified KAFE 608 as the highest-rated at 4.9 stars, fully satisfying the task requirements.", "timestamp": "2026-10-18T04:15:21.457Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-18T04:15:21.422Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:15:21.385Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor used, proper inputs, grounded output, efficient plan, and complete answer delivered.", "timestamp": "2026-10-18T04:15:21.348Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-18T04:15:21.268Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified KAFE 608 as the highest-rated at 4.9 stars, fully satisfying the task requirements.", "timestamp": "2026-10-18T04:15:21.189Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls: fetch actor details, call actor, get dataset items — a direct and efficient path with no redundant steps.", "timestamp": "2026-10-18T04:15:21.151Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "All names, addresses, phone numbers, and ratings in the final answer match the dataset items returned by get-dataset-items, confirmed by the grounded check passing.", "timestamp": "2026-10-18T04:15:21.072Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=['coffee shop'], locationQuery='Prague, Czech Republic', maxCrawledPlacesPerSearch=10, placeMinimumStars='four', and language='en' — all well-formed and appropriate for finding highly-rated coffee shops in Prague with a 10-place cap.", "timestamp": "2026-10-18T04:15:21.034Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with compass/crawler-google-places, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-18T04:15:20.956Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:12:42.753Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-18T04:12:42.707Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 3 numbers found in Actor output", "timestamp": "2026-10-18T04:12:42.673Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-18T04:12:42.634Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-18T04:12:42.599Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-18T04:12:42.562Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:12:42.523Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-18T04:12:42.444Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-18T04:12:42.339Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved 10 coffee shops with name, address, phone, and rating, reported the count (10), and correctly identified KAFE 608 as the highest-rated at 4.9 stars, fully satisfying the task requirements." }, { "scenarioId": "crawler-google-places-discovery-miami-gyms", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:12:09.121Z", "day": "2026-10-18", "traceId": "8b90ffad253b50a983c0185aeb354e9b", "observationId": "a7155adbfa7eca6d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8b90ffad253b50a983c0185aeb354e9b?observation=a7155adbfa7eca6d", "subject": "compass/crawler-google-places", "owner": "google", "skill": "find", "title": "crawler-google-places / find / miami-gyms", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used scrapeai/google-advanced-maps-places-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-18T04:15:22.334Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used scrapeai/google-advanced-maps-places-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-18T04:15:22.242Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "scrapeai/google-advanced-maps-places-scraper", "comment": "Actors the agent ran: scrapeai/google-advanced-maps-places-scraper", "timestamp": "2026-10-18T04:15:22.208Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-18T04:15:22.104Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-18T04:15:22.009Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used scrapeai/google-advanced-maps-places-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-18T04:15:21.804Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-18T04:15:21.756Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a complete comparison table of 20 Miami gyms with ratings, review counts, and opening hours grounded in retrieved data, fulfilling all task requirements, though it used the wrong actor (scrapeai instead of compass/crawler-google-places).", "timestamp": "2026-10-18T04:15:21.721Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls in a logical sequence: search-actors, fetch-actor-details, call-actor, get-actor-run, get-dataset-items — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-18T04:15:21.682Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched all 20 dataset items and directly used the returned title, totalScore, reviewsCount, openingHours, and address fields to build the comparison table.", "timestamp": "2026-10-18T04:15:21.648Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=['gyms'], locationQuery='Miami, Florida', maxCrawledPlacesPerSearch=20, includeOpeningHours=true — all well-formed and appropriate for the task.", "timestamp": "2026-10-18T04:15:21.606Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Google Maps actors and selected scrapeai/google-advanced-maps-places-scraper, which can retrieve gym data with ratings, review counts, and opening hours, but the intended/correct actor was compass/crawler-google-places (rightActor check: FAIL).", "timestamp": "2026-10-18T04:15:21.569Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:13:39.577Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-18T04:13:39.538Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:13:39.487Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"compass/crawler-google-places\"", "timestamp": "2026-10-18T04:13:39.423Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used scrapeai/google-advanced-maps-places-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-18T04:13:39.377Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "scrapeai/google-advanced-maps-places-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used scrapeai/google-advanced-maps-places-scraper; expected compass/crawler-google-places" }, { "scenarioId": "contact-info-scraper-usage-two-domains-shallow", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:12:23.980Z", "day": "2026-10-18", "traceId": "f2096e60ac9780789ca115847d4b229a", "observationId": "a0f592f562a28f79", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f2096e60ac9780789ca115847d4b229a?observation=a0f592f562a28f79", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "use", "title": "contact-info / use / two-domains-shallow", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-18T04:15:12.103Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-18T04:15:11.949Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-18T04:15:11.914Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-18T04:15:11.722Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-18T04:15:11.689Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-18T04:15:11.653Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported emails and social profiles per domain from retrieved data; however, the fields check FAIL indicates 2 of 2 items are missing the 'url' field and 1 of 2 items is missing 'emails' — the apify.com item's emails were present in the preview and reported correctly, and notion.so's empty emails were correctly reported as none, so the final answer does fulfill the task requirements adequately despite the fields issue.", "timestamp": "2026-10-18T04:15:11.602Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls in a logical sequence: fetch details, call actor, poll for completion, retrieve results — no redundant steps.", "timestamp": "2026-10-18T04:15:11.567Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the dataset items returned by get-dataset-items, accurately reporting emails and social profiles per domain from the actual scraped data without inventing values.", "timestamp": "2026-10-18T04:15:11.523Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed both URLs as startUrls, set maxDepth=1 for one level of crawling, enabled mergeContacts=true, and set sameDomain=true — all appropriate for the task.", "timestamp": "2026-10-18T04:15:11.472Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used vdrmota/contact-info-scraper, first fetching its details to understand the input schema, then calling it with both URLs.", "timestamp": "2026-10-18T04:15:11.426Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:13:45.115Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-18T04:13:45.073Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-18T04:13:45.034Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 2 items ok", "timestamp": "2026-10-18T04:13:44.993Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): maxDepth", "timestamp": "2026-10-18T04:13:44.960Z", "metadata": {} }, "check.urls": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-18T04:13:44.918Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:13:44.881Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used vdrmota/contact-info-scraper", "timestamp": "2026-10-18T04:13:44.823Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails" }, { "scenarioId": "contact-info-scraper-discovery-notion-website", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:12:42.784Z", "day": "2026-10-18", "traceId": "536fdd1fa6b961fdaf38eeb546f6249e", "observationId": "d7886f190b1de261", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/536fdd1fa6b961fdaf38eeb546f6249e?observation=d7886f190b1de261", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "find", "title": "contact-info / find / notion-website", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-18T04:15:10.042Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-18T04:15:09.923Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "gio21/website-contact-extractor", "comment": "Actors the agent ran: gio21/website-contact-extractor", "timestamp": "2026-10-18T04:15:09.877Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-18T04:15:09.844Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:15:09.808Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-18T04:15:09.769Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-18T04:15:09.728Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned real contact/social profile data for notion.so, but used the wrong Actor (gio21/website-contact-extractor instead of vdrmota/contact-info-scraper), so the rightActor deterministic check fails, meaning the task was not completed as specified.", "timestamp": "2026-10-18T04:15:09.690Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made exactly 4 tool calls in a logical sequence: search, fetch details, run actor, get results — no redundant steps.", "timestamp": "2026-10-18T04:15:09.656Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly reported social media links (LinkedIn, Twitter, Instagram, Facebook, YouTube) and noted empty emails/addresses from the dataset items returned by get-dataset-items.", "timestamp": "2026-10-18T04:15:09.615Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed {\"websites\":[\"https://www.notion.so\"]} to gio21/website-contact-extractor, which matches the required 'websites' array field in the input schema.", "timestamp": "2026-10-18T04:15:09.527Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task, but selected gio21/website-contact-extractor instead of the intended vdrmota/contact-info-scraper (rightActor check: FAIL).", "timestamp": "2026-10-18T04:15:09.445Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:13:13.004Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-18T04:13:12.963Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:13:12.931Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"vdrmota/contact-info-scraper\"", "timestamp": "2026-10-18T04:13:12.838Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-18T04:13:12.759Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "gio21/website-contact-extractor", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper" }, { "scenarioId": "booking-scraper-usage-amsterdam-three-adults", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:12:45.639Z", "day": "2026-10-18", "traceId": "0e7e15184b36ac15b07837ea714d2d14", "observationId": "cdff9ad24fc5651a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0e7e15184b36ac15b07837ea714d2d14?observation=cdff9ad24fc5651a", "subject": "voyager/booking-scraper", "owner": "google", "skill": "use", "title": "booking / use / amsterdam-three-adults", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all three required items: 10 hotels retrieved, cheapest nightly price (€215.97 for Hotel Doria), and highest-rated property (Hotel TwentySeven at 9.4/10), all grounded in the retrieved dataset.", "timestamp": "2026-10-18T04:15:11.376Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all three required items: 10 hotels retrieved, cheapest nightly price (€215.97 for Hotel Doria), and highest-rated property (Hotel TwentySeven at 9.4/10), all grounded in the retrieved dataset.", "timestamp": "2026-10-18T04:15:11.336Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-18T04:15:11.292Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:15:11.197Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor used, correct inputs including 3 adults, results properly utilized, errors handled, efficient plan, and complete answer delivered.", "timestamp": "2026-10-18T04:15:11.163Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-18T04:15:11.122Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all three required items: 10 hotels retrieved, cheapest nightly price (€215.97 for Hotel Doria), and highest-rated property (Hotel TwentySeven at 9.4/10), all grounded in the retrieved dataset.", "timestamp": "2026-10-18T04:15:11.090Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: fetch-actor-details, call-actor, two get-actor-run polls (needed because the actor was still running), and get-dataset-items — a reasonably direct path with no unnecessary repetition.", "timestamp": "2026-10-18T04:15:11.054Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor was still RUNNING after the first poll, so the agent correctly polled again with get-actor-run until it reached SUCCEEDED status before fetching results.", "timestamp": "2026-10-18T04:15:11.009Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly used the name, rating, and price fields from the tool results to populate the final answer, correctly identifying Hotel Doria as cheapest (€431.94/2 nights = €215.97/night) and Hotel TwentySeven as highest-rated (9.4).", "timestamp": "2026-10-18T04:15:10.908Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed search='Amsterdam', maxItems=10, checkIn='2026-11-15', checkOut='2026-11-17' (two nights, ~4 weeks from the run date of 2026-10-18), adults=3, rooms=1, currency='EUR' — all correct and matching the task requirements including the non-default 3 adults.", "timestamp": "2026-10-18T04:15:10.265Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running voyager/booking-scraper and retrieving results.", "timestamp": "2026-10-18T04:15:10.229Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:14:45.253Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-18T04:14:45.216Z", "metadata": {} }, "check.optFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-18T04:14:45.177Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-18T04:14:45.134Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-18T04:14:45.099Z", "metadata": {} }, "check.adults": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): adults", "timestamp": "2026-10-18T04:14:45.065Z", "metadata": {} }, "check.dates": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-18T04:14:45.023Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxItems", "timestamp": "2026-10-18T04:14:44.923Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:14:44.888Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used voyager/booking-scraper", "timestamp": "2026-10-18T04:14:44.810Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all three required items: 10 hotels retrieved, cheapest nightly price (€215.97 for Hotel Doria), and highest-rated property (Hotel TwentySeven at 9.4/10), all grounded in the retrieved dataset." }, { "scenarioId": "booking-scraper-discovery-amsterdam-hotels", "experimentId": "34c5504f48c95a7f", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-18 04:00 · schedule · 0mroi", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-18T04:12:48.329Z", "day": "2026-10-18", "traceId": "23d203fe36f6e51cb97fb158bb99b468", "observationId": "47d789d49b189dc1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/23d203fe36f6e51cb97fb158bb99b468?observation=47d789d49b189dc1", "subject": "voyager/booking-scraper", "owner": "google", "skill": "find", "title": "booking / find / amsterdam-hotels", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-18T04:15:11.661Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-18T04:15:11.571Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "rl1987/booking-api-scraper", "comment": "Actors the agent ran: rl1987/booking-api-scraper", "timestamp": "2026-10-18T04:15:11.522Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-18T04:15:11.470Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-18T04:15:11.406Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-18T04:15:11.358Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-18T04:15:11.315Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned 10 Amsterdam hotels with prices for a 2-night stay roughly a month ahead, identified Flying Pig Uptown as cheapest at $50.18, and ended with 'Actor: rl1987/booking-api-scraper' — but the deterministic check confirms it used the wrong actor (not voyager/booking-scraper) and the answer line does not contain the expected actor name.", "timestamp": "2026-10-18T04:15:11.245Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: search actors, fetch details, call actor, get dataset items — no redundant calls or backtracking.", "timestamp": "2026-10-18T04:15:11.208Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned fields (name, price.total, price.per_night, reviewScore, accommodationType) to populate the table and identify the cheapest property.", "timestamp": "2026-10-18T04:15:11.123Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed well-formed inputs: mode='search', search='Amsterdam', checkin='2026-11-18', checkout='2026-11-20', rooms=1, adults=2, currency='USD', maxItems=10 — all sensible and correctly typed for the actor's schema.", "timestamp": "2026-10-18T04:15:11.051Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task. However, it selected rl1987/booking-api-scraper instead of the intended voyager/booking-scraper, which is a discoverability issue rather than a wrong tool category.", "timestamp": "2026-10-18T04:15:11.003Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "34c5504f48c95a7f", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-18T04:13:37.141Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-18T04:13:37.108Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-18T04:13:37.069Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"voyager/booking-scraper\"", "timestamp": "2026-10-18T04:13:37.030Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-18T04:13:36.989Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "rl1987/booking-api-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper" }, { "scenarioId": "zillow-zip-search-usage-scottsdale", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:00:36.198Z", "day": "2026-10-19", "traceId": "71f9bf9e75394b090782c206e8849934", "observationId": "3ebf4b95802a1d73", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/71f9bf9e75394b090782c206e8849934?observation=3ebf4b95802a1d73", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "use", "title": "zillow-zip-search / use / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check forSaleByOwnerTrue: maxcopell/zillow-zip-search: forSaleByOwner = false (expected true)", "timestamp": "2026-10-19T04:21:14.059Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check forSaleByOwnerTrue: maxcopell/zillow-zip-search: forSaleByOwner = false (expected true)", "timestamp": "2026-10-19T04:21:13.961Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-19T04:21:13.927Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T04:21:13.888Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "check forSaleByOwnerTrue: maxcopell/zillow-zip-search: forSaleByOwner = false (expected true)", "timestamp": "2026-10-19T04:21:13.854Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-19T04:21:13.813Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 results and correctly identified the cheapest home's address and price from real data, fulfilling the task requirements despite the forSaleByOwner flag being incorrect.", "timestamp": "2026-10-19T04:21:13.780Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence: fetch schema, call actor, retrieve results — no redundant steps.", "timestamp": "2026-10-19T04:21:13.737Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the 10 dataset items and correctly identified the cheapest home (4610 N 68th St #Street414 at $270,000) directly from the returned data, confirmed by grounded check PASS.", "timestamp": "2026-10-19T04:21:13.704Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent set zipCodes=['85251'], priceMax=800000, forSaleByAgent=true, forRent=false, sold=false, resultsLimit=10, but set forSaleByOwner=false instead of true, which the deterministic check forSaleByOwnerTrue confirms as FAIL.", "timestamp": "2026-10-19T04:21:13.664Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-19T04:21:13.624Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:01:42.328Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: forSaleByOwnerTrue", "timestamp": "2026-10-19T04:01:42.288Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 2 numbers found in Actor output", "timestamp": "2026-10-19T04:01:42.236Z", "metadata": {} }, "check.tenResults": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-19T04:01:42.192Z", "metadata": {} }, "check.priceCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): priceMax", "timestamp": "2026-10-19T04:01:42.157Z", "metadata": {} }, "check.soldFalse": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): sold", "timestamp": "2026-10-19T04:01:42.118Z", "metadata": {} }, "check.forRentFalse": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): forRent", "timestamp": "2026-10-19T04:01:42.081Z", "metadata": {} }, "check.forSaleByOwnerTrue": { "value": 0, "stringValue": null, "comment": "FAIL: maxcopell/zillow-zip-search: forSaleByOwner = false (expected true)", "timestamp": "2026-10-19T04:01:42.044Z", "metadata": {} }, "check.forSaleByAgentTrue": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): forSaleByAgent", "timestamp": "2026-10-19T04:01:42.008Z", "metadata": {} }, "check.requiredFlags": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-19T04:01:41.971Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:01:41.933Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/zillow-zip-search", "timestamp": "2026-10-19T04:01:41.815Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{1,3},\\d{3}/", "timestamp": "2026-10-19T04:01:41.680Z", "metadata": {} } }, "verdict": "fail", "fixArea": "input-schema", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "forSaleByOwnerTrue" ], "judgeComment": "FAIL: check forSaleByOwnerTrue: maxcopell/zillow-zip-search: forSaleByOwner = false (expected true)" }, { "scenarioId": "youtube-shorts-scraper-discovery-mrbeast-popular", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:00:36.201Z", "day": "2026-10-19", "traceId": "7e7b8e6ee68b4567c7b348be80f43343", "observationId": "6221be282b56745c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7e7b8e6ee68b4567c7b348be80f43343?observation=6221be282b56745c", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "find", "title": "youtube-shorts / find / mrbeast-popular", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used streamers/youtube-scraper; expected streamers/youtube-shorts-scraper", "timestamp": "2026-10-19T04:20:59.904Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used streamers/youtube-scraper; expected streamers/youtube-shorts-scraper", "timestamp": "2026-10-19T04:20:59.810Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "streamers/youtube-scraper", "comment": "Actors the agent ran: streamers/youtube-scraper", "timestamp": "2026-10-19T04:20:59.778Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T04:20:59.743Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T04:20:59.708Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used streamers/youtube-scraper; expected streamers/youtube-shorts-scraper", "timestamp": "2026-10-19T04:20:59.668Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-19T04:20:59.590Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned 10 MrBeast Shorts with view counts from actual scraped data, but used the wrong actor (youtube-scraper instead of youtube-shorts-scraper), so the results may not be properly filtered/sorted Shorts by popularity as the dedicated Shorts scraper would provide.", "timestamp": "2026-10-19T04:20:59.553Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used a reasonable sequence: search, fetch details, call actor (failed once due to input format), poll run, get dataset items — only one extra call due to the input format error.", "timestamp": "2026-10-19T04:20:59.520Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call-actor failed with a validation error about startUrls needing objects, the agent immediately corrected the input format and resubmitted successfully.", "timestamp": "2026-10-19T04:20:59.480Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from the completed run and directly used the returned title, viewCount, likes, and url fields to construct the final answer.", "timestamp": "2026-10-19T04:20:59.444Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call-actor attempt failed validation because startUrls items must be objects, not strings. The agent corrected this on the second attempt with proper {url: ...} objects and valid parameters like maxResultsShorts and sortVideosBy.", "timestamp": "2026-10-19T04:20:59.398Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for YouTube actors and selected streamers/youtube-scraper instead of the correct streamers/youtube-shorts-scraper, which is the dedicated Shorts scraper. The rightActor check confirms this as FAIL.", "timestamp": "2026-10-19T04:20:59.359Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:02:28.604Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T04:02:28.558Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{3,}/", "timestamp": "2026-10-19T04:02:28.518Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): streamers/youtube-scraper run : CALL-FAILED", "timestamp": "2026-10-19T04:02:28.485Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"streamers/youtube-shorts-scraper\"", "timestamp": "2026-10-19T04:02:28.408Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used streamers/youtube-scraper; expected streamers/youtube-shorts-scraper", "timestamp": "2026-10-19T04:02:28.323Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "streamers/youtube-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used streamers/youtube-scraper; expected streamers/youtube-shorts-scraper" }, { "scenarioId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:00:36.201Z", "day": "2026-10-19", "traceId": "7324ace2250bc9a31107d28e675462a6", "observationId": "85d900d587bb51d5", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7324ace2250bc9a31107d28e675462a6?observation=85d900d587bb51d5", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "use", "title": "youtube-shorts / use / mrbeast-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent listed all 10 MrBeast Shorts with their view and like counts, grounded in the retrieved data, fully satisfying the task requirements.", "timestamp": "2026-10-19T04:21:03.917Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent listed all 10 MrBeast Shorts with their view and like counts, grounded in the retrieved data, fully satisfying the task requirements.", "timestamp": "2026-10-19T04:21:03.881Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-19T04:21:03.847Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T04:21:03.814Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, used correct inputs, retrieved and reported grounded data for all 10 Shorts with view and like counts.", "timestamp": "2026-10-19T04:21:03.777Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T04:21:03.744Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent listed all 10 MrBeast Shorts with their view and like counts, grounded in the retrieved data, fully satisfying the task requirements.", "timestamp": "2026-10-19T04:21:03.708Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls in a logical sequence: fetch details, call actor, poll for completion, retrieve results — no redundant steps.", "timestamp": "2026-10-19T04:21:03.672Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor was still RUNNING after the initial 45s wait, and the agent correctly polled with get-actor-run until it SUCCEEDED — no errors occurred beyond the expected delay.", "timestamp": "2026-10-19T04:21:03.620Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 26 numbers in the final answer were found in the Actor output, and the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-10-19T04:21:03.578Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called streamers/youtube-shorts-scraper with channels=[\"MrBeast\"], maxResultsShorts=10, and sortChannelShortsBy=\"POPULAR\", which matches the required input schema exactly.", "timestamp": "2026-10-19T04:21:03.539Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-19T04:21:03.481Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:02:48.309Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-19T04:02:48.270Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 26 numbers found in Actor output", "timestamp": "2026-10-19T04:02:48.227Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-19T04:02:48.189Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-19T04:02:48.151Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResultsShorts", "timestamp": "2026-10-19T04:02:48.120Z", "metadata": {} }, "check.sortPopular": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): sortChannelShortsBy", "timestamp": "2026-10-19T04:02:48.079Z", "metadata": {} }, "check.channelInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): channels[0]", "timestamp": "2026-10-19T04:02:48.042Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:02:47.959Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-19T04:02:47.860Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent listed all 10 MrBeast Shorts with their view and like counts, grounded in the retrieved data, fully satisfying the task requirements." }, { "scenarioId": "youtube-scraper-discovery-espresso", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:00:36.201Z", "day": "2026-10-19", "traceId": "b597077c8df46c67e70f39be53870872", "observationId": "002237f30be81209", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b597077c8df46c67e70f39be53870872?observation=002237f30be81209", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "find", "title": "youtube / find / espresso", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used delicious_zebu/youtube-video-scraper-by-keyword; expected streamers/youtube-scraper", "timestamp": "2026-10-19T04:21:07.957Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used delicious_zebu/youtube-video-scraper-by-keyword; expected streamers/youtube-scraper", "timestamp": "2026-10-19T04:21:07.872Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "delicious_zebu/youtube-video-scraper-by-keyword", "comment": "Actors the agent ran: delicious_zebu/youtube-video-scraper-by-keyword", "timestamp": "2026-10-19T04:21:07.832Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T04:21:07.792Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T04:21:07.752Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used delicious_zebu/youtube-video-scraper-by-keyword; expected streamers/youtube-scraper", "timestamp": "2026-10-19T04:21:07.716Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-19T04:21:07.677Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a table of 10 videos with titles, view counts, and channel names from the last month, grounded in real scraped data, fulfilling the task requirements — though it used the wrong actor per the deterministic rightActor FAIL.", "timestamp": "2026-10-19T04:21:07.639Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used two search calls (first for 'YouTube videos', then for 'YouTube search scraper'), fetched actor details, called the actor, and retrieved results — a reasonably direct path with only one extra search call.", "timestamp": "2026-10-19T04:21:07.590Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned fields (title, view_count_exact, publisher, published_at_exact) to construct the top-10 table, matching the preview data exactly.", "timestamp": "2026-10-19T04:21:07.558Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with search_keywords=['home espresso machines'], max_results=50, upload_date='this_month', sort_by='popularity', and fetch_video_details=true — all well-formed and appropriate for finding the most-viewed recent videos.", "timestamp": "2026-10-19T04:21:07.520Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for YouTube scrapers and found delicious_zebu/youtube-video-scraper-by-keyword, which can filter by upload date and sort by popularity — functional for the task, though the intended actor was streamers/youtube-scraper. The rightActor check is FAIL per the deterministic facts.", "timestamp": "2026-10-19T04:21:07.484Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:02:07.701Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T04:02:07.667Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:02:07.593Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"streamers/youtube-scraper\"", "timestamp": "2026-10-19T04:02:07.555Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used delicious_zebu/youtube-video-scraper-by-keyword; expected streamers/youtube-scraper", "timestamp": "2026-10-19T04:02:07.479Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "delicious_zebu/youtube-video-scraper-by-keyword", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used delicious_zebu/youtube-video-scraper-by-keyword; expected streamers/youtube-scraper" }, { "scenarioId": "youtube-scraper-usage-espresso-engagement", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:00:36.201Z", "day": "2026-10-19", "traceId": "9ab00787f6cf6290f687cb350f401a1e", "observationId": "7d266074244807b3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9ab00787f6cf6290f687cb350f401a1e?observation=7d266074244807b3", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "use", "title": "youtube / use / espresso-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents all 5 videos with views, likes, and comment counts grounded in retrieved data, fully satisfying the task requirements.", "timestamp": "2026-10-19T04:21:07.074Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents all 5 videos with views, likes, and comment counts grounded in retrieved data, fully satisfying the task requirements.", "timestamp": "2026-10-19T04:21:07.036Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-19T04:21:06.985Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T04:21:06.944Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, formed valid inputs, retrieved 5 items with engagement fields, and reported accurate per-video metrics.", "timestamp": "2026-10-19T04:21:06.907Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-19T04:21:06.861Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents all 5 videos with views, likes, and comment counts grounded in retrieved data, fully satisfying the task requirements.", "timestamp": "2026-10-19T04:21:06.828Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence: fetch details, run actor, retrieve items — no redundant steps.", "timestamp": "2026-10-19T04:21:06.792Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 11 numbers in the final answer were found in the Actor output; the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-10-19T04:21:06.758Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries=[\"home espresso machine review\"] and maxResults=5 to the actor, which are correct and well-formed inputs matching the schema.", "timestamp": "2026-10-19T04:21:06.723Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-19T04:21:06.684Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:01:44.738Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-19T04:01:44.701Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 11 numbers found in Actor output", "timestamp": "2026-10-19T04:01:44.662Z", "metadata": {} }, "check.engagementFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-19T04:01:44.595Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-19T04:01:44.558Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-19T04:01:44.522Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:01:44.477Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-scraper", "timestamp": "2026-10-19T04:01:44.435Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-19T04:01:44.395Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents all 5 videos with views, likes, and comment counts grounded in retrieved data, fully satisfying the task requirements." }, { "scenarioId": "tiktok-scraper-usage-protein-coffee", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:00:36.201Z", "day": "2026-10-19", "traceId": "70ea9ac0c1f38bdd119a4f41745f331a", "observationId": "4f2e0bf75ff1b486", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/70ea9ac0c1f38bdd119a4f41745f331a?observation=4f2e0bf75ff1b486", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "use", "title": "tiktok / use / protein-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the top 10 videos by play count with real play counts grounded in retrieved data, including creator names and video URLs, fully satisfying the task requirement.", "timestamp": "2026-10-19T04:21:12.134Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the top 10 videos by play count with real play counts grounded in retrieved data, including creator names and video URLs, fully satisfying the task requirement.", "timestamp": "2026-10-19T04:21:12.103Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-19T04:21:12.056Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T04:21:12.020Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, used correct inputs, polled appropriately, retrieved and correctly utilized real data, and delivered a complete ranked list of 10 videos with verified play counts.", "timestamp": "2026-10-19T04:21:11.978Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-19T04:21:11.939Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the top 10 videos by play count with real play counts grounded in retrieved data, including creator names and video URLs, fully satisfying the task requirement.", "timestamp": "2026-10-19T04:21:11.902Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 6 tool calls: 1 schema fetch, 1 actor call, 3 polls (needed because the run took ~177s), and 1 dataset fetch — a reasonably direct path with no wasted calls.", "timestamp": "2026-10-19T04:21:11.867Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run was still RUNNING after the first two polls; the agent correctly re-polled with get-actor-run until SUCCEEDED status was confirmed before fetching results.", "timestamp": "2026-10-19T04:21:11.835Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 20 numbers in the answer were found in Actor output, and the dataset items preview shows the exact play counts reported (e.g., 5,201,480 for courtney.hollidayy, 3,741,257 for jackie.t.wright) matching the retrieved data.", "timestamp": "2026-10-19T04:21:11.805Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries=[\"protein coffee recipe\"], searchSection=\"/video\", resultsPerPage=100, videoSearchSorting=\"MOST_LIKED\", videoSearchDateFilter=\"ALL_TIME\" — all valid fields matching the input schema, well-suited to finding the most-played videos.", "timestamp": "2026-10-19T04:21:11.760Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with clockworks/tiktok-scraper, followed by get-actor-run to poll completion, and get-dataset-items to retrieve results — all appropriate tools for the task.", "timestamp": "2026-10-19T04:21:11.718Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:04:35.454Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-19T04:04:35.420Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 20 numbers found in Actor output", "timestamp": "2026-10-19T04:04:35.388Z", "metadata": {} }, "check.plays": { "value": 1, "stringValue": null, "comment": "PASS (warn): 100 items ok", "timestamp": "2026-10-19T04:04:35.353Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:04:35.318Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-scraper", "timestamp": "2026-10-19T04:04:35.248Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-19T04:04:35.160Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the top 10 videos by play count with real play counts grounded in retrieved data, including creator names and video URLs, fully satisfying the task requirement." }, { "scenarioId": "tiktok-scraper-discovery-cleantok", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:01:42.742Z", "day": "2026-10-19", "traceId": "92d220b741a87eb811188184b05a3bc1", "observationId": "463305af8f448272", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/92d220b741a87eb811188184b05a3bc1?observation=463305af8f448272", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "find", "title": "tiktok / find / cleantok", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-19T04:20:58.951Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-19T04:20:58.866Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "memo23/tiktok-hashtag-scraper", "comment": "Actors the agent ran: memo23/tiktok-hashtag-scraper", "timestamp": "2026-10-19T04:20:58.830Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T04:20:58.796Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T04:20:58.721Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-19T04:20:58.683Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T04:20:58.651Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered a well-structured summary of trending #cleantok content themes with real engagement numbers from 20 videos, and ended with 'Actor: memo23/tiktok-hashtag-scraper' as required, but used the wrong actor (not clockworks/tiktok-scraper) per the deterministic rightActor FAIL.", "timestamp": "2026-10-19T04:20:58.611Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search, fetch-details, call-actor, get-dataset-items — a direct and efficient path with no redundant steps.", "timestamp": "2026-10-19T04:20:58.572Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched all 20 dataset items and used real engagement numbers (e.g., 53.4M plays, 5.2M likes for @theorganizedaddict) directly from the retrieved data in its summary.", "timestamp": "2026-10-19T04:20:58.537Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called memo23/tiktok-hashtag-scraper with {hashtags: ['cleantok'], maxResultsPerHashtag: 20}, which correctly targets the #cleantok hashtag and caps results at 20 as required.", "timestamp": "2026-10-19T04:20:58.503Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for TikTok hashtag actors and selected memo23/tiktok-hashtag-scraper, which is a valid actor for the task but not the intended clockworks/tiktok-scraper; the rightActor check is FAIL per the deterministic facts.", "timestamp": "2026-10-19T04:20:58.464Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:02:41.028Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T04:02:41.000Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:02:40.966Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-scraper\"", "timestamp": "2026-10-19T04:02:40.933Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-19T04:02:40.896Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "memo23/tiktok-hashtag-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper" }, { "scenarioId": "tiktok-profile-scraper-usage-apifylife-latest-five", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:01:44.786Z", "day": "2026-10-19", "traceId": "42f9780e151e13ad84a40463d1b2f080", "observationId": "fe096699bbb7568e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/42f9780e151e13ad84a40463d1b2f080?observation=fe096699bbb7568e", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "use", "title": "tiktok-profile / use / apifylife-latest-five", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer reports the follower count (193) and all 5 most recent videos with their play counts and posting dates, fully grounded in retrieved data.", "timestamp": "2026-10-19T04:20:56.276Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer reports the follower count (193) and all 5 most recent videos with their play counts and posting dates, fully grounded in retrieved data.", "timestamp": "2026-10-19T04:20:56.236Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-19T04:20:56.201Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T04:20:56.164Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified the right actor, used proper inputs, retrieved and reported accurate data from the output.", "timestamp": "2026-10-19T04:20:56.133Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-19T04:20:56.094Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports the follower count (193) and all 5 most recent videos with their play counts and posting dates, fully grounded in retrieved data.", "timestamp": "2026-10-19T04:20:56.065Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch details, run actor, get results — no redundant calls.", "timestamp": "2026-10-19T04:20:56.026Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 9 numbers in the final answer (193 followers, 5 play counts) were found in the Actor output, and the agent directly used the dataset fields authorMeta.fans and playCount.", "timestamp": "2026-10-19T04:20:55.992Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called clockworks/tiktok-profile-scraper with profiles=['apifylife'], resultsPerPage=5, and profileSorting='latest', which matches the task requirements perfectly.", "timestamp": "2026-10-19T04:20:55.946Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with clockworks/tiktok-profile-scraper, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-19T04:20:55.911Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:02:37.301Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-19T04:02:37.268Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 9 numbers found in Actor output", "timestamp": "2026-10-19T04:02:37.232Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-19T04:02:37.203Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-19T04:02:37.162Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsPerPage", "timestamp": "2026-10-19T04:02:37.125Z", "metadata": {} }, "check.profileInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): profiles[0]", "timestamp": "2026-10-19T04:02:37.051Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:02:37.006Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-19T04:02:36.920Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer reports the follower count (193) and all 5 most recent videos with their play counts and posting dates, fully grounded in retrieved data." }, { "scenarioId": "tiktok-profile-scraper-discovery-apifylife-followers", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:02:07.945Z", "day": "2026-10-19", "traceId": "cf3dfbb6c75c7953a9c193439f762de3", "observationId": "b5c0e7b0a1adbfd7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/cf3dfbb6c75c7953a9c193439f762de3?observation=b5c0e7b0a1adbfd7", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "find", "title": "tiktok-profile / find / apifylife-followers", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides the follower count (193) and all 5 most recent videos with captions, dates, engagement metrics, and URLs, grounded in retrieved data, and ends with 'Actor: clockworks/tiktok-profile-scraper' as required.", "timestamp": "2026-10-19T04:20:54.245Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides the follower count (193) and all 5 most recent videos with captions, dates, engagement metrics, and URLs, grounded in retrieved data, and ends with 'Actor: clockworks/tiktok-profile-scraper' as required.", "timestamp": "2026-10-19T04:20:54.209Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-profile-scraper", "timestamp": "2026-10-19T04:20:54.173Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-19T04:20:54.134Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T04:20:54.095Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the right actor, used proper inputs, utilized the retrieved data accurately, and completed the task fully.", "timestamp": "2026-10-19T04:20:54.056Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T04:20:54.013Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides the follower count (193) and all 5 most recent videos with captions, dates, engagement metrics, and URLs, grounded in retrieved data, and ends with 'Actor: clockworks/tiktok-profile-scraper' as required.", "timestamp": "2026-10-19T04:20:53.978Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search-actors, fetch-actor-details, call-actor, and get-dataset-items — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-19T04:20:53.943Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly used the authorMeta.fans (193), video text, createTimeISO, diggCount, playCount, commentCount, and webVideoUrl fields from the actual scraped data in its final answer.", "timestamp": "2026-10-19T04:20:53.910Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed profiles=['apifylife'], resultsPerPage=5, and profileSorting='latest', which are all correct and well-formed inputs for retrieving the 5 most recent videos from the profile.", "timestamp": "2026-10-19T04:20:53.838Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified clockworks/tiktok-profile-scraper as the right tool for a single profile lookup, confirmed by the rightActor PASS deterministic check.", "timestamp": "2026-10-19T04:20:53.801Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:03:08.465Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-19T04:03:08.425Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{2,}/", "timestamp": "2026-10-19T04:03:08.391Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:03:08.354Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-profile-scraper\"", "timestamp": "2026-10-19T04:03:08.284Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-19T04:03:08.203Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides the follower count (193) and all 5 most recent videos with captions, dates, engagement metrics, and URLs, grounded in retrieved data, and ends with 'Actor: clockworks/tiktok-profile-scraper' as required." }, { "scenarioId": "tiktok-comments-scraper-usage-top-level-only", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:02:28.637Z", "day": "2026-10-19", "traceId": "008d544b9e276c37c5eb3ab664c56c7e", "observationId": "a072dfd1853f52d8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/008d544b9e276c37c5eb3ab664c56c7e?observation=a072dfd1853f52d8", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "use", "title": "tiktok-comments / use / top-level-only", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported the 5 highest-liked comments with their text, like counts, and usernames, all grounded in the retrieved data.", "timestamp": "2026-10-19T04:20:47.632Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported the 5 highest-liked comments with their text, like counts, and usernames, all grounded in the retrieved data.", "timestamp": "2026-10-19T04:20:47.530Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-19T04:20:47.332Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T04:20:47.229Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The deterministic check 'cap' FAILED because the agent used topLevelCommentsPerPost:20 instead of commentsPerPost:20; while the result happened to be correct, the intended input field for capping total comments is commentsPerPost, which was missing from the input.", "timestamp": "2026-10-19T04:20:47.029Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-19T04:20:46.993Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported the 5 highest-liked comments with their text, like counts, and usernames, all grounded in the retrieved data.", "timestamp": "2026-10-19T04:20:46.947Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, call actor, retrieve dataset items — no redundant calls.", "timestamp": "2026-10-19T04:20:46.887Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the dataset items and correctly sorted by diggCount to identify the top 5 comments, all of which are grounded in the returned data (grounded check PASS).", "timestamp": "2026-10-19T04:20:46.855Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used postURLs with the correct URL, maxRepliesPerComment:0 to disable replies, and topLevelCommentsPerPost:20 instead of commentsPerPost:20; the cap check FAILED because commentsPerPost was missing, but topLevelCommentsPerPost achieved the same result (20 items returned).", "timestamp": "2026-10-19T04:20:46.822Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-19T04:20:46.781Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:03:28.262Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-19T04:03:28.224Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 12 numbers found in Actor output", "timestamp": "2026-10-19T04:03:28.190Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-19T04:03:28.143Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-19T04:03:28.093Z", "metadata": {} }, "check.noReplies": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxRepliesPerComment", "timestamp": "2026-10-19T04:03:28.055Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): clockworks/tiktok-comments-scraper: commentsPerPost is missing (expected at most 20)", "timestamp": "2026-10-19T04:03:28.016Z", "metadata": {} }, "check.videoUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): postURLs[0]", "timestamp": "2026-10-19T04:03:27.979Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:03:27.909Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-19T04:03:27.821Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "PASS: The agent correctly reported the 5 highest-liked comments with their text, like counts, and usernames, all grounded in the retrieved data." }, { "scenarioId": "tiktok-comments-scraper-discovery-video-top-comments", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:02:37.331Z", "day": "2026-10-19", "traceId": "79939680bcc911e5bcb950f363b7c6c7", "observationId": "0e06c4e337f778e1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/79939680bcc911e5bcb950f363b7c6c7?observation=0e06c4e337f778e1", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "find", "title": "tiktok-comments / find / video-top-comments", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent listed 5 most-liked comments with like counts and text; however, comment #2 (212,319 likes by @mancuntmurdock) does not appear in the dataset preview shown in the tool result, suggesting it may have been drawn from data not visible in the preview but present in the full result (200 items were returned), so this is plausible. The answer fulfills the task requirements including the Actor attribution line.", "timestamp": "2026-10-19T04:20:48.031Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent listed 5 most-liked comments with like counts and text; however, comment #2 (212,319 likes by @mancuntmurdock) does not appear in the dataset preview shown in the tool result, suggesting it may have been drawn from data not visible in the preview but present in the full result (200 items were returned), so this is plausible. The answer fulfills the task requirements including the Actor attribution line.", "timestamp": "2026-10-19T04:20:47.967Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-comments-scraper", "timestamp": "2026-10-19T04:20:47.930Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-19T04:20:47.901Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T04:20:47.865Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly selected the right Actor, used proper inputs, utilized retrieved data, handled the running state gracefully, followed an efficient plan, and delivered a complete answer.", "timestamp": "2026-10-19T04:20:47.834Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-19T04:20:47.801Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent listed 5 most-liked comments with like counts and text; however, comment #2 (212,319 likes by @mancuntmurdock) does not appear in the dataset preview shown in the tool result, suggesting it may have been drawn from data not visible in the preview but present in the full result (200 items were returned), so this is plausible. The answer fulfills the task requirements including the Actor attribution line.", "timestamp": "2026-10-19T04:20:47.767Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls in a logical sequence: search, fetch details, call actor, poll for completion, get dataset items — no redundant steps.", "timestamp": "2026-10-19T04:20:47.735Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor was still RUNNING after the first call-actor wait, and the agent correctly polled with get-actor-run until it SUCCEEDED.", "timestamp": "2026-10-19T04:20:47.704Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 200 dataset items and sorted them by diggCount to identify the top 5 most-liked comments, using actual data from the tool results.", "timestamp": "2026-10-19T04:20:47.671Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct video URL in postURLs and set commentsPerPost to 200, which is well-formed and appropriate for retrieving enough comments to find the top 5.", "timestamp": "2026-10-19T04:20:47.630Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used clockworks/tiktok-comments-scraper, which is the intended Actor for extracting TikTok comments.", "timestamp": "2026-10-19T04:20:47.235Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:04:06.212Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-19T04:04:06.174Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-19T04:04:06.134Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:04:06.100Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-comments-scraper\"", "timestamp": "2026-10-19T04:04:06.025Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-19T04:04:05.936Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent listed 5 most-liked comments with like counts and text; however, comment #2 (212,319 likes by @mancuntmurdock) does not appear in the dataset preview shown in the tool result, suggesting it may have been drawn from data not visible in the preview but present in the full result (200 items were returned), so this is plausible. The answer fulfills the task requirements including the Actor attribution line." }, { "scenarioId": "indeed-scraper-usage-swe-skills", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:02:41.064Z", "day": "2026-10-19", "traceId": "a7ffec70ff492c9ba83ce436eb02d978", "observationId": "d7ad1cc34830a300", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a7ffec70ff492c9ba83ce436eb02d978?observation=d7ad1cc34830a300", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "use", "title": "indeed / use / swe-skills", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 20 job postings (confirmed by facts), read the descriptions, and reported 5 top skills (Python, Java, SQL, JavaScript/TypeScript, React) with company-level attribution grounded in the retrieved data, satisfying the task.", "timestamp": "2026-10-19T04:20:47.799Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 20 job postings (confirmed by facts), read the descriptions, and reported 5 top skills (Python, Java, SQL, JavaScript/TypeScript, React) with company-level attribution grounded in the retrieved data, satisfying the task.", "timestamp": "2026-10-19T04:20:47.766Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-19T04:20:47.731Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T04:20:47.700Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The cap deterministic check FAILED because 'maxItems is missing' — the agent used maxItemsPerSearch=20 (the correct schema field) but the harness expected a field called 'maxItems', indicating a mismatch between the actor's documented input schema and what the evaluation harness checks for, pointing to an input-schema discoverability issue.", "timestamp": "2026-10-19T04:20:47.667Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-19T04:20:47.631Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 job postings (confirmed by facts), read the descriptions, and reported 5 top skills (Python, Java, SQL, JavaScript/TypeScript, React) with company-level attribution grounded in the retrieved data, satisfying the task.", "timestamp": "2026-10-19T04:20:47.234Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct path: fetch schema, run actor, get items, read full output, analyze — with only one failed Write attempt that didn't cause significant detour.", "timestamp": "2026-10-19T04:20:46.986Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The Write tool call failed with an InputValidationError due to unescaped backslashes, and the agent simply abandoned the script approach and proceeded to analyze the data mentally — a reasonable if imperfect recovery.", "timestamp": "2026-10-19T04:20:46.952Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the full dataset file and cited specific company names (CareFirst, Pittsburgh Pirates, Pluribus Digital, Affirm, etc.) that appear in the retrieved descriptions, grounding the skill analysis in actual data.", "timestamp": "2026-10-19T04:20:46.886Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent used maxItemsPerSearch=20 which is the correct parameter name per the schema, but the deterministic check flags 'maxItems is missing' (cap: FAIL), suggesting the harness expected a different field name; however the actor still returned 20 items. The Write tool call failed due to malformed JSON input.", "timestamp": "2026-10-19T04:20:46.854Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-dataset-items, Read, and Write — all appropriate tools for scraping Indeed and analyzing results.", "timestamp": "2026-10-19T04:20:46.814Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:03:37.392Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-19T04:03:37.353Z", "metadata": {} }, "check.descriptions": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-19T04:03:37.271Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-19T04:03:37.238Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): misceres/indeed-scraper: maxItems is missing (expected at most 20)", "timestamp": "2026-10-19T04:03:37.204Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:03:37.167Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used misceres/indeed-scraper", "timestamp": "2026-10-19T04:03:37.090Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-10-19T04:03:37.014Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "PASS: The agent retrieved 20 job postings (confirmed by facts), read the descriptions, and reported 5 top skills (Python, Java, SQL, JavaScript/TypeScript, React) with company-level attribution grounded in the retrieved data, satisfying the task." }, { "scenarioId": "indeed-scraper-discovery-denver-marketing", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:02:48.341Z", "day": "2026-10-19", "traceId": "f9587b497b7ce8a23f039b7a1d9598b3", "observationId": "8ee7be1ed3460f4b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f9587b497b7ce8a23f039b7a1d9598b3?observation=8ee7be1ed3460f4b", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "find", "title": "indeed / find / denver-marketing", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used valig/indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-19T04:20:44.758Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used valig/indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-19T04:20:44.678Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "valig/indeed-jobs-scraper", "comment": "Actors the agent ran: valig/indeed-jobs-scraper", "timestamp": "2026-10-19T04:20:44.642Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T04:20:44.606Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T04:20:44.574Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used valig/indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-19T04:20:44.541Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T04:20:44.505Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a well-formatted table of 10 marketing coordinator postings in Denver with salary ranges and company ratings, fulfilling the benchmarking request, though it used the wrong actor (valig/indeed-jobs-scraper instead of misceres/indeed-scraper) and the final line reads 'Actor: valig/indeed-jobs-scraper' rather than the expected actor.", "timestamp": "2026-10-19T04:20:44.471Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls in a logical sequence: search, fetch details, run actor, get results — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-19T04:20:44.432Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items with salary and rating fields and accurately presented them in the final answer table, matching the preview data (e.g., Cooper Carry $80K-$95K, NexCore Group $70K-$85K, Garney Construction $70K-$81K).", "timestamp": "2026-10-19T04:20:44.403Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input used country='us', title='marketing coordinator', location='Denver, CO', and limit=20, which are all valid fields per the fetched input schema and sensible for the task.", "timestamp": "2026-10-19T04:20:44.323Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task. However, it selected valig/indeed-jobs-scraper instead of the intended misceres/indeed-scraper, which is a discoverability/selection issue but the tools themselves are appropriate for the job.", "timestamp": "2026-10-19T04:20:44.248Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:03:30.992Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T04:03:30.955Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:03:30.922Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"misceres/indeed-scraper\"", "timestamp": "2026-10-19T04:03:30.887Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used valig/indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-19T04:03:30.847Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "valig/indeed-jobs-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used valig/indeed-jobs-scraper; expected misceres/indeed-scraper" }, { "scenarioId": "amazon-reviews-scraper-usage-helpful-thirty", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:03:08.526Z", "day": "2026-10-19", "traceId": "4393be5d8e79f356b33ff0fd3ff6e205", "observationId": "0b88454266cb8ca3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4393be5d8e79f356b33ff0fd3ff6e205?observation=0b88454266cb8ca3", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "use", "title": "amazon-reviews / use / helpful-thirty", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-19T04:20:36.194Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-19T04:20:36.116Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-19T04:20:36.080Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T04:20:36.046Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED; check productUrl: junglee/amazon-reviews-scraper: productUrls[0].url is missing (expected to match /B0CWXNS552/)", "timestamp": "2026-10-19T04:20:36.010Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T04:20:35.973Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered 3 praises and 3 complaints grounded in the actual review data, but only retrieved 10 reviews instead of the requested 30 due to free-tier limitations, and the productUrl check was marked FAIL because the first run used the wrong format; the second run succeeded with 10 items and the summary is grounded in real data.", "timestamp": "2026-10-19T04:20:35.933Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one unnecessary failed call due to incorrect input format before correcting it, adding one extra round-trip, but otherwise the plan was direct: fetch schema, call actor, retrieve items, summarize.", "timestamp": "2026-10-19T04:20:35.889Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with a validation error about 'must be object', the agent correctly diagnosed the issue and reformatted productUrls from a plain string array to an array of URL objects, successfully recovering on the second attempt.", "timestamp": "2026-10-19T04:20:35.856Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the dataset items and grounded its summary in actual review text, citing specific complaints and praises that appear in the retrieved reviews (e.g., alert sound too quiet, iPhone dependency, need for accessories).", "timestamp": "2026-10-19T04:20:35.814Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call used productUrls as a plain string array instead of an array of objects with 'url' keys, causing CALL-FAILED; the second call correctly used [{\"url\":\"https://www.amazon.com/dp/B0CWXNS552\"}] with maxReviews:30 and sort:\"helpful\", which succeeded.", "timestamp": "2026-10-19T04:20:35.779Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-reviews-scraper, which is the exact actor named in the prompt.", "timestamp": "2026-10-19T04:20:35.725Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:04:08.510Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, productUrl", "timestamp": "2026-10-19T04:04:08.472Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-19T04:04:08.440Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-19T04:04:08.406Z", "metadata": {} }, "check.sortHelpful": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): sort", "timestamp": "2026-10-19T04:04:08.367Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxReviews", "timestamp": "2026-10-19T04:04:08.302Z", "metadata": {} }, "check.productUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper: productUrls[0].url is missing (expected to match /B0CWXNS552/)", "timestamp": "2026-10-19T04:04:08.267Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-reviews-scraper run : CALL-FAILED", "timestamp": "2026-10-19T04:04:08.230Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-19T04:04:08.191Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "productUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-reviews-scraper run : CALL-FAILED" }, { "scenarioId": "amazon-reviews-scraper-discovery-product-complaints", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:03:28.294Z", "day": "2026-10-19", "traceId": "32e7954bcac194fa8ad544e5b7278bee", "observationId": "12056b4d855ebda7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/32e7954bcac194fa8ad544e5b7278bee?observation=12056b4d855ebda7", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "find", "title": "amazon-reviews / find / product-complaints", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used delicious_zebu/amazon-reviews-scraper-with-advanced-filters; expected junglee/amazon-reviews-scraper", "timestamp": "2026-10-19T04:20:31.824Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used delicious_zebu/amazon-reviews-scraper-with-advanced-filters; expected junglee/amazon-reviews-scraper", "timestamp": "2026-10-19T04:20:31.736Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "delicious_zebu/amazon-reviews-scraper-with-advanced-filters", "comment": "Actors the agent ran: delicious_zebu/amazon-reviews-scraper-with-advanced-filters", "timestamp": "2026-10-19T04:20:31.687Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T04:20:31.648Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T04:20:31.615Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used delicious_zebu/amazon-reviews-scraper-with-advanced-filters; expected junglee/amazon-reviews-scraper", "timestamp": "2026-10-19T04:20:31.582Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T04:20:31.548Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered a well-structured summary of top praises and complaints grounded in the scraped reviews, and ended with the required 'Actor:' line, but used the wrong actor (delicious_zebu instead of junglee/amazon-reviews-scraper) as confirmed by the deterministic FAIL checks.", "timestamp": "2026-10-19T04:20:31.496Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search, fetch-details, call-actor, get-dataset-items — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-19T04:20:31.461Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 30 dataset items and used actual review content (e.g., the purse/passport story in Europe, the quiet speaker complaint) to construct the praises and complaints summary.", "timestamp": "2026-10-19T04:20:31.419Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed ASIN_or_URL with the product URL, sort_reviews_by=['helpful'], max_reviews=30, and country='United States', which are all well-formed and appropriate for the task given the chosen actor's schema.", "timestamp": "2026-10-19T04:20:31.348Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent found junglee/amazon-reviews-scraper in the search results (first result) but chose delicious_zebu/amazon-reviews-scraper-with-advanced-filters instead, which is a wrong sibling actor per the deterministic check rightActor=FAIL.", "timestamp": "2026-10-19T04:20:31.237Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:04:26.024Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T04:04:25.978Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:04:25.945Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"junglee/amazon-reviews-scraper\"", "timestamp": "2026-10-19T04:04:25.908Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used delicious_zebu/amazon-reviews-scraper-with-advanced-filters; expected junglee/amazon-reviews-scraper", "timestamp": "2026-10-19T04:04:25.873Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "delicious_zebu/amazon-reviews-scraper-with-advanced-filters", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used delicious_zebu/amazon-reviews-scraper-with-advanced-filters; expected junglee/amazon-reviews-scraper" }, { "scenarioId": "amazon-crawler-usage-earbuds-search-url", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:03:31.023Z", "day": "2026-10-19", "traceId": "79eb65dc0aa942e1f1106b04dae31a42", "observationId": "94310e7103efadd8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/79eb65dc0aa942e1f1106b04dae31a42?observation=94310e7103efadd8", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "use", "title": "amazon / use / earbuds-search-url", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-19T04:20:33.433Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-19T04:20:33.306Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-19T04:20:33.266Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T04:20:33.230Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: junglee/amazon-crawler run : CALL-FAILED; check searchUrl: junglee/amazon-crawler: categoryOrProductUrls[0].url is missing (expected to match /amazon\\.com/s\\?k=wireless\\+earbuds/)", "timestamp": "2026-10-19T04:20:33.184Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T04:20:33.146Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent successfully listed all 10 products with prices and ratings as scraped, noting N/A where data was missing (2 items without price as confirmed by the 'field' check FAIL), fulfilling the task requirements.", "timestamp": "2026-10-19T04:20:33.115Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: one to fetch actor details, one failed call, one corrected call, and one to get dataset items - a reasonable path with only one extra call due to the input format error.", "timestamp": "2026-10-19T04:20:33.081Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed due to input validation (array of strings instead of array of objects), the agent immediately identified the issue and corrected the input format in the second call, which succeeded.", "timestamp": "2026-10-19T04:20:33.029Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from the successful run and directly used the returned title, price.value, price.currency, and stars fields to populate the final answer table, accurately reflecting N/A for missing prices and ratings.", "timestamp": "2026-10-19T04:20:32.994Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed because categoryOrProductUrls was passed as an array of strings instead of objects with 'url' property; the agent corrected this in the second call with [{\"url\": \"https://www.amazon.com/s?k=wireless+earbuds\"}] and proper maxItemsPerStartUrl=10. However, the deterministic check 'searchUrl' is marked FAIL because the first run (CALL-FAILED) had the wrong format, and the second successful run used the correct URL format.", "timestamp": "2026-10-19T04:20:32.962Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected junglee/amazon-crawler and used fetch-actor-details, call-actor, and get-dataset-items, which are all appropriate tools for this task.", "timestamp": "2026-10-19T04:20:32.927Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:04:22.905Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, searchUrl", "timestamp": "2026-10-19T04:04:22.869Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-19T04:04:22.832Z", "metadata": {} }, "check.field": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 2 of 10 items fail price exists undefined", "timestamp": "2026-10-19T04:04:22.802Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-19T04:04:22.766Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxItemsPerStartUrl", "timestamp": "2026-10-19T04:04:22.726Z", "metadata": {} }, "check.searchUrl": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler: categoryOrProductUrls[0].url is missing (expected to match /amazon\\.com/s\\?k=wireless\\+earbuds/)", "timestamp": "2026-10-19T04:04:22.690Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: junglee/amazon-crawler run : CALL-FAILED", "timestamp": "2026-10-19T04:04:22.610Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-crawler", "timestamp": "2026-10-19T04:04:22.512Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "field", "searchUrl", "ranOk" ], "judgeComment": "FAIL: check ranOk: junglee/amazon-crawler run : CALL-FAILED" }, { "scenarioId": "amazon-crawler-discovery-wireless-earbuds", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:03:37.431Z", "day": "2026-10-19", "traceId": "38a5928e18981ffd72839aa500ee90d5", "observationId": "a1370dd1debd3836", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/38a5928e18981ffd72839aa500ee90d5?observation=a1370dd1debd3836", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "find", "title": "amazon / find / wireless-earbuds", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used powerai/amazon-product-search-scraper, automly/amazon-products-scraper---fast-efficient-with-sales-data; expected junglee/amazon-crawler", "timestamp": "2026-10-19T04:20:32.330Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used powerai/amazon-product-search-scraper, automly/amazon-products-scraper---fast-efficient-with-sales-data; expected junglee/amazon-crawler", "timestamp": "2026-10-19T04:20:32.030Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "powerai/amazon-product-search-scraper", "comment": "Actors the agent ran: powerai/amazon-product-search-scraper, automly/amazon-products-scraper---fast-efficient-with-sales-data", "timestamp": "2026-10-19T04:20:31.970Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T04:20:31.940Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T04:20:31.906Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used powerai/amazon-product-search-scraper, automly/amazon-products-scraper---fast-efficient-with-sales-data; expected junglee/amazon-crawler", "timestamp": "2026-10-19T04:20:31.876Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-19T04:20:31.841Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered a table of 10 wireless earbuds with prices and ratings sourced from real scraped data, and ended with the Actor line as required; however the wrong actor was used (not junglee/amazon-crawler) and namedActor check is FAIL.", "timestamp": "2026-10-19T04:20:31.808Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 9 tool calls including two redundant get-dataset-items calls (one with limit=10, then limit=48, then another limit=48 with slightly different fields), and also tried a failing actor before switching, adding unnecessary steps.", "timestamp": "2026-10-19T04:20:31.738Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When powerai/amazon-product-search-scraper failed with a validation error (maxResults must be >= 20), the agent corrected the input and retried; when that run returned 0 items, the agent switched to automly/amazon-products-scraper and successfully retrieved data.", "timestamp": "2026-10-19T04:20:31.693Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 48 items from the automly dataset and used the actual scraped titles, prices, and ratings from the tool results to populate the final answer table.", "timestamp": "2026-10-19T04:20:31.644Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call to powerai/amazon-product-search-scraper used maxResults=10 which violated the minimum of 20, causing a CALL-FAILED; the agent corrected to 20 on retry. The automly actor was called with sensible keyword and marketplace inputs.", "timestamp": "2026-10-19T04:20:31.549Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent found junglee/amazon-crawler in the first search result but chose powerai/amazon-product-search-scraper and automly/amazon-products-scraper instead, missing the intended actor. The deterministic check rightActor is FAIL.", "timestamp": "2026-10-19T04:20:31.513Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:05:31.010Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T04:05:30.978Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-19T04:05:30.928Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): powerai/amazon-product-search-scraper run : CALL-FAILED", "timestamp": "2026-10-19T04:05:30.806Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"junglee/amazon-crawler\"", "timestamp": "2026-10-19T04:05:30.771Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used powerai/amazon-product-search-scraper, automly/amazon-products-scraper---fast-efficient-with-sales-data; expected junglee/amazon-crawler", "timestamp": "2026-10-19T04:05:30.695Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "powerai/amazon-product-search-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used powerai/amazon-product-search-scraper, automly/amazon-products-scraper---fast-efficient-with-sales-data; expected junglee/amazon-crawler" }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:04:06.243Z", "day": "2026-10-19", "traceId": "4784af5402c3a986bec6b7f760d0f9b9", "observationId": "6bd3c56b864a8dbb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4784af5402c3a986bec6b7f760d0f9b9?observation=6bd3c56b864a8dbb", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-19T04:20:21.906Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-19T04:20:21.823Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-19T04:20:21.782Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T04:20:21.750Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-19T04:20:21.710Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-19T04:20:21.671Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final run returned 15 items (exceeding the 10-page cap per deterministic check showing 18 items total), crawled pages outside the platform section (academy, sdk, api/client pages), did not use `saveHtml: true` (saveHtml was missing per deterministic check), and the agent ran out of turns without delivering a clean final report.", "timestamp": "2026-10-19T04:20:21.631Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 3 actor runs (one failed, one returned only 1 page, one returned 17 items) when the task required at most 2 runs; the third run also lacked URL filtering causing it to crawl outside the platform section and exceed the 10-page cap with 17 items.", "timestamp": "2026-10-19T04:20:21.595Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed with input validation error, the agent correctly identified the issue (wrong glob format) and fixed it by using the object format `{\"glob\": \"...\"}` for the second run.", "timestamp": "2026-10-19T04:20:21.547Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used get-dataset-items and Bash/jq to extract and display the crawled URLs, markdown content, and HTML URLs from the actual dataset results.", "timestamp": "2026-10-19T04:20:21.512Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent failed to include `saveHtml: true` (used `saveHtmlAsFile` which is a different field), failed to include `includeUrlGlobs` in the second/third runs to restrict crawling to the platform section, and the second run had no URL filtering causing it to crawl outside the platform section (actors/running, account, mcp, sdk, academy pages).", "timestamp": "2026-10-19T04:20:21.434Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected apify/website-content-crawler for the crawling task, which is the intended actor named in the prompt.", "timestamp": "2026-10-19T04:20:21.394Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:07:38.237Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-19T04:07:38.201Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 18 items, expected at most 10", "timestamp": "2026-10-19T04:07:38.154Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true)", "timestamp": "2026-10-19T04:07:38.121Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs is missing (expected to be set)", "timestamp": "2026-10-19T04:07:38.081Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 3 run(s): maxCrawlPages", "timestamp": "2026-10-19T04:07:38.042Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): startUrls[0].url", "timestamp": "2026-10-19T04:07:37.995Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-19T04:07:37.902Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-19T04:07:37.813Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter", "ranOk" ], "judgeComment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:04:08.543Z", "day": "2026-10-19", "traceId": "e5a1a088acdf76a3ba857de79df81b17", "observationId": "b90d16bc18c082dc", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e5a1a088acdf76a3ba857de79df81b17?observation=b90d16bc18c082dc", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used precious_bathmat/website-to-markdown; expected apify/website-content-crawler", "timestamp": "2026-10-19T04:20:18.727Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used precious_bathmat/website-to-markdown; expected apify/website-content-crawler", "timestamp": "2026-10-19T04:20:18.598Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "precious_bathmat/website-to-markdown", "comment": "Actors the agent ran: precious_bathmat/website-to-markdown", "timestamp": "2026-10-19T04:20:18.564Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T04:20:18.520Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T04:20:18.485Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used precious_bathmat/website-to-markdown; expected apify/website-content-crawler", "timestamp": "2026-10-19T04:20:18.450Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T04:20:18.417Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent used the wrong Actor (precious_bathmat/website-to-markdown instead of apify/website-content-crawler), the startUrl input was missing per deterministic checks, and the page cap parameter was also missing, meaning the task was not completed as specified even though 20 items were returned.", "timestamp": "2026-10-19T04:20:18.377Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch details, call actor, get dataset items) in a logical sequence with no redundant steps.", "timestamp": "2026-10-19T04:20:18.345Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent correctly used the dataset items returned by get-dataset-items to report 20 pages and five real titles from the retrieved data.", "timestamp": "2026-10-19T04:20:18.271Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The deterministic checks confirm startUrls[0].url is missing (expected to match /docs.apify.com/academy/) and maxCrawlPages is missing, meaning the input was not correctly formed for the chosen Actor despite the agent specifying startUrls and maxPagesPerSite in the call.", "timestamp": "2026-10-19T04:20:18.233Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for 'markdown RAG LLM website' and selected precious_bathmat/website-to-markdown instead of the intended apify/website-content-crawler, which is the canonical Apify-official Actor for this use case.", "timestamp": "2026-10-19T04:20:18.157Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:04:48.275Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, startUrl", "timestamp": "2026-10-19T04:04:48.243Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): precious_bathmat/website-to-markdown: maxCrawlPages is missing (expected at most 20)", "timestamp": "2026-10-19T04:04:48.207Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: precious_bathmat/website-to-markdown: startUrls[0].url is missing (expected to match /docs\\.apify\\.com/academy/)", "timestamp": "2026-10-19T04:04:48.173Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:04:48.138Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-19T04:04:48.038Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used precious_bathmat/website-to-markdown; expected apify/website-content-crawler", "timestamp": "2026-10-19T04:04:47.957Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "precious_bathmat/website-to-markdown", "infraOk": true, "failedChecks": [ "pageCap", "startUrl", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used precious_bathmat/website-to-markdown; expected apify/website-content-crawler" }, { "scenarioId": "web-scraper-usage-coinmarketcap-top-ten", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:04:22.938Z", "day": "2026-10-19", "traceId": "4ed7855f80cd488a64285154a246f88d", "observationId": "6a6db6528b6de0e8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4ed7855f80cd488a64285154a246f88d?observation=6a6db6528b6de0e8", "subject": "apify/web-scraper", "owner": "universe", "skill": "use", "title": "web / use / coinmarketcap-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-19T04:20:20.561Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T04:20:20.457Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The Actor ran successfully (SUCCEEDED status, 1 request processed) but returned 0 items across all runs, suggesting the page function selectors failed to match CoinMarketCap's rendered DOM structure. The agent's page functions used selectors like 'tbody tr', '[data-role=\"row\"]', and '[data-testid*=\"symbol\"]' that didn't match the actual rendered HTML. The agent also exceeded the run limit (3 runs vs expected max 2) and left the third run still RUNNING at session timeout, indicating poor planning around wait times and retry strategy.", "timestamp": "2026-10-19T04:20:20.423Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-19T04:20:20.389Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is just an intermediate status message ('Still no results. Let me try a more straightforward approach...') with no cryptocurrency names or prices provided; the task was not completed.", "timestamp": "2026-10-19T04:20:20.354Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 3 actor runs (exceeding the expected maximum of 2), and the third run was still RUNNING when the session timed out, indicating some inefficiency in polling strategy and run count.", "timestamp": "2026-10-19T04:20:20.318Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first run returned 0 items, the agent attempted two more runs with different page function strategies (jQuery selectors, then native DOM methods), showing reasonable recovery attempts, though ultimately unsuccessful due to the session timeout.", "timestamp": "2026-10-19T04:20:20.280Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent provided valid startUrls, pageFunction, injectJQuery, proxyConfiguration, and maxPagesPerCrawl=1 in all three runs; the inputs were well-formed and sensible, confirmed by the startUrl, pageFunction, and pageCap deterministic checks all passing.", "timestamp": "2026-10-19T04:20:20.245Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/web-scraper for scraping CoinMarketCap, which is the intended actor named in the prompt.", "timestamp": "2026-10-19T04:20:20.202Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-19T04:09:23.650Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, shape", "timestamp": "2026-10-19T04:09:23.618Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\$\\s?\\d[\\d,]*\\.\\d{2}/", "timestamp": "2026-10-19T04:09:23.584Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 items, expected at least 1", "timestamp": "2026-10-19T04:09:23.549Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 3 run(s): maxPagesPerCrawl", "timestamp": "2026-10-19T04:09:23.511Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): pageFunction", "timestamp": "2026-10-19T04:09:23.476Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): startUrls[0].url", "timestamp": "2026-10-19T04:09:23.402Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-19T04:09:23.368Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-10-19T04:09:23.296Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "shape", "items", "ranOk" ], "judgeComment": null }, { "scenarioId": "web-scraper-discovery-waterstones-headless", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:04:26.060Z", "day": "2026-10-19", "traceId": "ee183abbdfca92030630406f026937b7", "observationId": "83b99f3e30155280", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ee183abbdfca92030630406f026937b7?observation=83b99f3e30155280", "subject": "apify/web-scraper", "owner": "universe", "skill": "find", "title": "web / find / waterstones-headless", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used parseforge/e-commerce-scraper, apify/jsdom-scraper; expected apify/web-scraper", "timestamp": "2026-10-19T04:20:19.742Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used parseforge/e-commerce-scraper, apify/jsdom-scraper; expected apify/web-scraper", "timestamp": "2026-10-19T04:20:19.650Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "parseforge/e-commerce-scraper", "comment": "Actors the agent ran: parseforge/e-commerce-scraper, apify/jsdom-scraper", "timestamp": "2026-10-19T04:20:19.615Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T04:20:19.579Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T04:20:19.547Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used parseforge/e-commerce-scraper, apify/jsdom-scraper; expected apify/web-scraper", "timestamp": "2026-10-19T04:20:19.512Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "14 tool calls valid", "timestamp": "2026-10-19T04:20:19.473Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never extracted any product names or prices from the Waterstones page, never used apify/web-scraper, and ran out of turns without delivering the 10 results requested. The final answer is just 'Let me try a different approach' with no data.", "timestamp": "2026-10-19T04:20:19.439Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 4 actor runs (exceeding the 3-run limit), ran multiple redundant searches (e-commerce scraper, JS browser, Cheerio, puppeteer, web crawler catalog) without ever searching for 'apify web-scraper' directly, and wasted turns on wrong actors.", "timestamp": "2026-10-19T04:20:19.406Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When parseforge returned 'No product links found on this listing page' error, the agent pivoted to jsdom-scraper; when jsdom-scraper failed with 0 items, the agent searched for more actors. However, it never found the correct actor (apify/web-scraper) and ran out of turns without resolving the problem.", "timestamp": "2026-10-19T04:20:19.365Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent did retrieve dataset items from parseforge (an error row saying 'No product links found') and used that result to decide to try a different actor, showing it did use retrieved data rather than inventing results.", "timestamp": "2026-10-19T04:20:19.329Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call to parseforge/e-commerce-scraper failed input validation because URLs were passed as strings instead of objects; the agent corrected this on the second call. The jsdom-scraper call initially omitted the required proxyConfiguration field, then corrected it. However, pageFunction and maxPagesPerCrawl were never set on parseforge runs as required by the deterministic checks.", "timestamp": "2026-10-19T04:20:19.295Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent never found or tried apify/web-scraper (the correct headless-browser scraper with custom pageFunction); instead it used parseforge/e-commerce-scraper (no real browser, no pageFunction) and apify/jsdom-scraper (not a real browser). The deterministic check confirms rightActor=FAIL.", "timestamp": "2026-10-19T04:20:19.255Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:06:29.487Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-10-19T04:06:29.450Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): parseforge/e-commerce-scraper: maxPagesPerCrawl is missing (expected at most 5); parseforge/e-commerce-scraper: maxPagesPerCrawl is missing (expected at most 5); apify/jsdom-scraper: maxPagesPerCrawl is missing (expected at most 5); apify/jsdom-scraper: maxPagesPerCrawl is missing (expected at most 5)", "timestamp": "2026-10-19T04:06:29.416Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: parseforge/e-commerce-scraper: pageFunction is missing (expected to be set); parseforge/e-commerce-scraper: pageFunction is missing (expected to be set)", "timestamp": "2026-10-19T04:06:29.371Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-10-19T04:06:29.336Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/web-scraper\"", "timestamp": "2026-10-19T04:06:29.268Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used parseforge/e-commerce-scraper, apify/jsdom-scraper; expected apify/web-scraper", "timestamp": "2026-10-19T04:06:29.156Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "parseforge/e-commerce-scraper", "infraOk": true, "failedChecks": [ "pageCap", "pageFunction", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used parseforge/e-commerce-scraper, apify/jsdom-scraper; expected apify/web-scraper" }, { "scenarioId": "rag-web-browser-usage-sf-startups-markdown", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:04:35.490Z", "day": "2026-10-19", "traceId": "affe13fb2177ada3ba28d469775655d8", "observationId": "0d36e13a5f0cc2bf", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/affe13fb2177ada3ba28d469775655d8?observation=0d36e13a5f0cc2bf", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "use", "title": "rag-web-browser / use / sf-startups-markdown", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check sources: answer does not match /https?:///", "timestamp": "2026-10-19T04:20:07.843Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check sources: answer does not match /https?:///", "timestamp": "2026-10-19T04:20:07.755Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-19T04:20:07.716Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T04:20:07.684Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check sources: answer does not match /https?:///", "timestamp": "2026-10-19T04:20:07.649Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-19T04:20:07.602Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns before producing the final formatted Markdown answer with URLs and two-line summaries; the sources/answer.regex check FAILED because no URLs appeared in the final answer, and the conversation ends mid-processing without a user-facing response.", "timestamp": "2026-10-19T04:20:07.564Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made multiple jq calls to extract data incrementally (checking lengths, extracting previews, filtering text lines), which was somewhat repetitive but necessary given the token limit constraints.", "timestamp": "2026-10-19T04:20:07.520Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the dataset result exceeded token limits, the agent correctly pivoted to using Bash/jq to extract structured data from the saved file, and when python3 was unavailable it switched back to jq.", "timestamp": "2026-10-19T04:20:07.474Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and used jq to extract URLs, titles, and markdown content from the actual results rather than inventing data, but ran out of turns before presenting the final formatted answer.", "timestamp": "2026-10-19T04:20:07.411Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/rag-web-browser with query='fastest growing startups in San Francisco 2026', maxResults=5, and outputFormats=['markdown'] - all correct and well-formed inputs.", "timestamp": "2026-10-19T04:20:07.374Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected apify/rag-web-browser for the web search task, first fetching actor details then calling the actor with the right query.", "timestamp": "2026-10-19T04:20:07.316Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:06:11.401Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: sources", "timestamp": "2026-10-19T04:06:11.355Z", "metadata": {} }, "check.sources": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /https?:///", "timestamp": "2026-10-19T04:06:11.318Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-19T04:06:11.281Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-19T04:06:11.243Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): query", "timestamp": "2026-10-19T04:06:11.198Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:06:11.091Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/rag-web-browser", "timestamp": "2026-10-19T04:06:11.010Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "sources" ], "judgeComment": "FAIL: check sources: answer does not match /https?:///" }, { "scenarioId": "rag-web-browser-discovery-web-search-with-sources", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:04:48.305Z", "day": "2026-10-19", "traceId": "349ece480f508c4cd72d25d99d361e8a", "observationId": "0d4c832f1db1348c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/349ece480f508c4cd72d25d99d361e8a?observation=0d4c832f1db1348c", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "find", "title": "rag-web-browser / find / web-search-with-sources", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-19T04:20:07.425Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-19T04:20:07.343Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "none", "comment": "the agent ran no Actor", "timestamp": "2026-10-19T04:20:07.297Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T04:20:07.265Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T04:20:07.223Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-19T04:20:07.183Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent explicitly stated it did not use an Apify Actor and the deterministic checks confirm no Actor was run and the answer does not contain 'apify/rag-web-browser', so the task requirement to use the Apify platform was not fulfilled.", "timestamp": "2026-10-19T04:20:07.152Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made four fetch attempts (Wikipedia, Box Office Mojo, Britannica, Screen Rant) when the Wikipedia fetch alone was sufficient; however, it never attempted to find or use the required Apify Actor at all, making the overall plan structurally wrong.", "timestamp": "2026-10-19T04:20:07.117Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When Box Office Mojo returned the wrong page, Britannica returned 403, and Screen Rant returned 404, the agent fell back to the Wikipedia data it had already retrieved rather than retrying or failing entirely.", "timestamp": "2026-10-19T04:20:07.075Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the Wikipedia WebFetch result to populate the final answer, quoting the $7.8 billion combined gross figure and listing box office numbers that match the fetched data.", "timestamp": "2026-10-19T04:20:07.032Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The WebSearch query '5 highest box office James Bond movies' and WebFetch URLs (Wikipedia, Box Office Mojo, Britannica, Screen Rant) were all sensible and well-formed for the information sought.", "timestamp": "2026-10-19T04:20:06.934Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used WebSearch and WebFetch (generic browser tools) instead of discovering and running the Apify apify/rag-web-browser Actor as required by the task; the facts confirm no Actor run was triggered.", "timestamp": "2026-10-19T04:20:06.899Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:05:21.514Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, query", "timestamp": "2026-10-19T04:05:21.476Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-10-19T04:05:21.441Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-19T04:05:21.403Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-19T04:05:21.366Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/rag-web-browser\"", "timestamp": "2026-10-19T04:05:21.282Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-19T04:05:21.202Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "none", "infraOk": true, "failedChecks": [ "query", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser" }, { "scenarioId": "cheerio-scraper-usage-foyles-manga-two-hops", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:05:21.547Z", "day": "2026-10-19", "traceId": "0f33220570185cc85513a654731838ac", "observationId": "1684adb81b7ab488", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0f33220570185cc85513a654731838ac?observation=1684adb81b7ab488", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "use", "title": "cheerio / use / foyles-manga-two-hops", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 5 Actor run(s), expected at most 2", "timestamp": "2026-10-19T04:20:06.657Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 5 Actor run(s), expected at most 2", "timestamp": "2026-10-19T04:20:06.569Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-19T04:20:06.535Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T04:20:06.495Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 5 Actor run(s), expected at most 2", "timestamp": "2026-10-19T04:20:06.465Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "11 tool calls valid", "timestamp": "2026-10-19T04:20:06.429Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No book items were returned (items check FAIL: 0 items), and the agent could not produce any title/price JSON objects from the manga category as requested; the final answer acknowledges complete failure to retrieve data.", "timestamp": "2026-10-19T04:20:06.385Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 5 Actor runs (facts confirm ranOk FAIL: expected at most 2), including switching to apify/web-scraper which was not the requested actor, and also made an unnecessary fetch-actor-details call for apify/rag-web-browser and apify/ecommerce-crawler that led nowhere useful.", "timestamp": "2026-10-19T04:20:06.354Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When cheerio-scraper got 403 blocked, the agent tried web-scraper with Puppeteer, then tried headful Chrome mode, and checked dataset items each time to diagnose the error - this is reasonable escalation, though it exceeded the 2-run limit (5 runs total).", "timestamp": "2026-10-19T04:20:06.323Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items showing 403 errors and correctly used those error messages to diagnose the blocking issue, rather than inventing data.", "timestamp": "2026-10-19T04:20:06.286Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed due to wrong globs format (string instead of object array), but the second call correctly used {\"glob\":\"...\"} objects, included proxyConfiguration, maxCrawlingDepth:2, maxPagesPerCrawl:20, and a sensible pageFunction extracting title and price.", "timestamp": "2026-10-19T04:20:06.251Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/cheerio-scraper as the primary tool (as required), then appropriately fetched actor details before calling it. It also tried apify/web-scraper as a fallback when cheerio-scraper was blocked, which is reasonable error recovery.", "timestamp": "2026-10-19T04:20:06.212Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:08:20.227Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-19T04:08:20.191Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 items, expected at least 1", "timestamp": "2026-10-19T04:08:20.125Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 5 run(s): maxPagesPerCrawl", "timestamp": "2026-10-19T04:08:20.089Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 5 run(s): maxCrawlingDepth", "timestamp": "2026-10-19T04:08:20.054Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 5 run(s): pageFunction", "timestamp": "2026-10-19T04:08:20.017Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 5 run(s): startUrls[0].url", "timestamp": "2026-10-19T04:08:19.949Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 5 Actor run(s), expected at most 2", "timestamp": "2026-10-19T04:08:19.913Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/cheerio-scraper", "timestamp": "2026-10-19T04:08:19.828Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "ranOk" ], "judgeComment": "FAIL: check ranOk: 5 Actor run(s), expected at most 2" }, { "scenarioId": "cheerio-scraper-discovery-ikea-static-catalog", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:05:31.041Z", "day": "2026-10-19", "traceId": "547e2f2a2e2626e102ebaaf1dcb367e0", "observationId": "cb96c8ff0abdeddc", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/547e2f2a2e2626e102ebaaf1dcb367e0?observation=cb96c8ff0abdeddc", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "find", "title": "cheerio / find / ikea-static-catalog", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-19T04:20:04.471Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-19T04:20:04.361Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "pintostudio/ikea-products-bycategory", "comment": "Actors the agent ran: pintostudio/ikea-products-bycategory", "timestamp": "2026-10-19T04:20:04.329Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T04:20:04.297Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T04:20:04.259Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-19T04:20:04.218Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-19T04:20:04.186Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned 9 real product names and GBP prices from the IKEA chest-of-drawers category, but used the wrong actor (pintostudio/ikea-products-bycategory instead of apify/cheerio-scraper) and the actor uses IKEA's API rather than scraping server-rendered HTML as requested, so the core requirement of lightweight HTML scraping was not fulfilled.", "timestamp": "2026-10-19T04:20:04.138Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search calls (generic HTML scraper, then IKEA-specific), fetched actor details, ran the actor, attempted a fields-filtered fetch that returned empty, then fetched full data and used jq — a few extra steps but not excessive.", "timestamp": "2026-10-19T04:20:04.100Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When get-dataset-items returned a truncated result due to size, the agent correctly switched to using Bash/jq to parse the saved file and successfully extracted the needed data.", "timestamp": "2026-10-19T04:20:04.053Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used jq to parse the dataset file and extracted real product names and prices (STORKLINTA, FÅGELFJÄLLET, MALM, etc.) from the actual API response rather than inventing data.", "timestamp": "2026-10-19T04:20:04.018Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly passed categoryUrl, localeCode='en_GB', page=1, perPage=10, and sortBy='RELEVANCE' to the chosen actor, which are all valid inputs per the schema.", "timestamp": "2026-10-19T04:20:03.943Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for IKEA-specific actors and chose pintostudio/ikea-products-bycategory, but the task explicitly requested a lightweight, non-headless-browser scraper like apify/cheerio-scraper; the deterministic check rightActor is FAIL.", "timestamp": "2026-10-19T04:20:03.863Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:06:46.277Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-10-19T04:06:46.243Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): pintostudio/ikea-products-bycategory: maxPagesPerCrawl is missing (expected at most 5)", "timestamp": "2026-10-19T04:06:46.207Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: pintostudio/ikea-products-bycategory: pageFunction is missing (expected to be set)", "timestamp": "2026-10-19T04:06:46.172Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:06:46.116Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/cheerio-scraper\"", "timestamp": "2026-10-19T04:06:46.031Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-19T04:06:45.952Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "pintostudio/ikea-products-bycategory", "infraOk": true, "failedChecks": [ "pageCap", "pageFunction", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper" }, { "scenarioId": "ai-web-scraper-usage-apify-store-first-page", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:06:11.441Z", "day": "2026-10-19", "traceId": "70887617bcb6f3f0d323323e45500c55", "observationId": "4f79967e34336669", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/70887617bcb6f3f0d323323e45500c55?observation=4f79967e34336669", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "use", "title": "ai-web / use / apify-store-first-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned a well-structured table with 36 actors showing name, description, rating, and user count drawn from the scraped markdown data, fulfilling the task requirements.", "timestamp": "2026-10-19T04:19:56.357Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned a well-structured table with 36 actors showing name, description, rating, and user count drawn from the scraped markdown data, fulfilling the task requirements.", "timestamp": "2026-10-19T04:19:56.324Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-19T04:19:56.285Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T04:19:56.247Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The onePage deterministic check failed because maxPagesToVisit was missing, but the agent used extractionMode='single' which per the schema ignores maxPagesToVisit, so the run correctly scraped only one page and returned valid results.", "timestamp": "2026-10-19T04:19:56.198Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-19T04:19:56.162Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned a well-structured table with 36 actors showing name, description, rating, and user count drawn from the scraped markdown data, fulfilling the task requirements.", "timestamp": "2026-10-19T04:19:56.124Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call (with field projection that returned empty) before getting the full data, adding one unnecessary round-trip, but otherwise the flow was direct.", "timestamp": "2026-10-19T04:19:56.090Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The initial get-dataset-items call with field projection returned empty items ({}), so the agent immediately retried without field projection to get the full data — a reasonable recovery.", "timestamp": "2026-10-19T04:19:56.053Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the full dataset output from the file (54.2KB markdown content) and extracted actor names, descriptions, ratings, and user counts directly from the scraped markdown data rather than inventing them.", "timestamp": "2026-10-19T04:19:56.019Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used extractionMode='single' which is correct for one-page scraping, provided the correct startUrl, and wrote a clear extraction prompt. However, the deterministic check 'onePage' FAILED because maxPagesToVisit was not set — though in 'single' mode this parameter is ignored per the schema description, so the omission is technically harmless but flagged.", "timestamp": "2026-10-19T04:19:55.977Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, get-dataset-items, and Read — all appropriate tools for running apify/ai-web-scraper and retrieving results.", "timestamp": "2026-10-19T04:19:55.937Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:07:56.850Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-19T04:07:56.813Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-19T04:07:56.777Z", "metadata": {} }, "check.onePage": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper: maxPagesToVisit is missing (expected at most 3)", "timestamp": "2026-10-19T04:07:56.736Z", "metadata": {} }, "check.promptGiven": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): prompt", "timestamp": "2026-10-19T04:07:56.698Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-19T04:07:56.663Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:07:56.569Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-10-19T04:07:56.483Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "onePage" ], "judgeComment": "PASS: The agent returned a well-structured table with 36 actors showing name, description, rating, and user count drawn from the scraped markdown data, fulfilling the task requirements." }, { "scenarioId": "ai-web-scraper-discovery-climate-articles-three-sites", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:06:29.517Z", "day": "2026-10-19", "traceId": "b75f7725e1be30b1cac3cb38e144c394", "observationId": "2b95682b0e79a974", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b75f7725e1be30b1cac3cb38e144c394?observation=2b95682b0e79a974", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "find", "title": "ai-web / find / climate-articles-three-sites", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used scrapepilot/rss-feed-scraper----news-scraper-article-extractor, moving_beacon-owner1/my-actor-62; expected apify/ai-web-scraper", "timestamp": "2026-10-19T04:19:55.697Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used scrapepilot/rss-feed-scraper----news-scraper-article-extractor, moving_beacon-owner1/my-actor-62; expected apify/ai-web-scraper", "timestamp": "2026-10-19T04:19:55.615Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "scrapepilot/rss-feed-scraper----news-scraper-article-extractor", "comment": "Actors the agent ran: scrapepilot/rss-feed-scraper----news-scraper-article-extractor, moving_beacon-owner1/my-actor-62", "timestamp": "2026-10-19T04:19:55.581Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T04:19:55.532Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T04:19:55.497Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used scrapepilot/rss-feed-scraper----news-scraper-article-extractor, moving_beacon-owner1/my-actor-62; expected apify/ai-web-scraper", "timestamp": "2026-10-19T04:19:55.463Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "14 tool calls valid", "timestamp": "2026-10-19T04:19:55.429Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never produced a final answer with article counts per site, three examples with title/author/date, or the required 'Actor: ' line; it ran out of turns mid-search.", "timestamp": "2026-10-19T04:19:55.391Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 14 tool calls across multiple failed attempts with RSS scrapers and generic news scrapers, never searching for or trying apify/ai-web-scraper which was the intended solution, and ran out of turns without completing the task.", "timestamp": "2026-10-19T04:19:55.357Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the RSS scraper returned only 1 irrelevant item and the Universal News Scraper returned 0 items with keyword filter, the agent retried without the keyword filter and got 15 general news items, but then ran out of turns still searching rather than reporting results or acknowledging failure.", "timestamp": "2026-10-19T04:19:55.321Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent did retrieve and inspect the dataset items from the Universal News Scraper run (15 items), but the data was general news unrelated to climate change and lacked author fields, so it could not be used to fulfill the task.", "timestamp": "2026-10-19T04:19:55.287Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The RSS scraper was given the three news section URLs as feed_urls, but those are not RSS feed URLs, so only 1 irrelevant item was returned; the Universal News Scraper was given source keys like 'guardian','bbc','reuters' which don't map to the specific climate section URLs requested.", "timestamp": "2026-10-19T04:19:55.254Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent never found or used apify/ai-web-scraper (the correct tool for describe-what-you-want extraction without selectors); instead it used an RSS feed scraper and a generic Universal News Scraper, neither of which is appropriate for the task of scraping specific climate section URLs without writing selectors or code.", "timestamp": "2026-10-19T04:19:55.218Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:08:12.319Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T04:08:12.260Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): scrapepilot/rss-feed-scraper----news-scraper-article-extractor: maxPagesToVisit is missing (expected at most 20); moving_beacon-owner1/my-actor-62: maxPagesToVisit is missing (expected at most 20); moving_beacon-owner1/my-actor-62: maxPagesToVisit is missing (expected at most 20)", "timestamp": "2026-10-19T04:08:12.223Z", "metadata": {} }, "check.promptGiven": { "value": 0, "stringValue": null, "comment": "FAIL (warn): scrapepilot/rss-feed-scraper----news-scraper-article-extractor: prompt is missing (expected to be set); moving_beacon-owner1/my-actor-62: prompt is missing (expected to be set); moving_beacon-owner1/my-actor-62: prompt is missing (expected to be set)", "timestamp": "2026-10-19T04:08:12.185Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 3 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:08:12.151Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/ai-web-scraper\"", "timestamp": "2026-10-19T04:08:12.072Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used scrapepilot/rss-feed-scraper----news-scraper-article-extractor, moving_beacon-owner1/my-actor-62; expected apify/ai-web-scraper", "timestamp": "2026-10-19T04:08:11.983Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "scrapepilot/rss-feed-scraper----news-scraper-article-extractor", "infraOk": true, "failedChecks": [ "pageCap", "promptGiven", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used scrapepilot/rss-feed-scraper----news-scraper-article-extractor, moving_beacon-owner1/my-actor-62; expected apify/ai-web-scraper" }, { "scenarioId": "zillow-zip-search-discovery-scottsdale", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:06:46.315Z", "day": "2026-10-19", "traceId": "8f0b6a3062f4d6f1ef59f0051bfc372c", "observationId": "02543923950be484", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8f0b6a3062f4d6f1ef59f0051bfc372c?observation=02543923950be484", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "find", "title": "zillow-zip-search / find / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used nextgensda/zillow-listings; expected ^maxcopell/zillow", "timestamp": "2026-10-19T04:19:51.300Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used nextgensda/zillow-listings; expected ^maxcopell/zillow", "timestamp": "2026-10-19T04:19:51.214Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "nextgensda/zillow-listings", "comment": "Actors the agent ran: nextgensda/zillow-listings", "timestamp": "2026-10-19T04:19:51.180Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T04:19:51.140Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T04:19:51.107Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used nextgensda/zillow-listings; expected ^maxcopell/zillow", "timestamp": "2026-10-19T04:19:51.069Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T04:19:51.030Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered 10 real addresses with prices all under $800,000 in ZIP 85251, fulfilling the task requirements, but used the wrong actor (nextgensda/zillow-listings instead of maxcopell/zillow-zip-search) as confirmed by the deterministic rightActor and namedActor FAIL checks.", "timestamp": "2026-10-19T04:19:50.997Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: search actors, fetch details, call actor, get results — no redundant calls.", "timestamp": "2026-10-19T04:19:50.963Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items with address and price fields and directly reported them in the final answer without inventing any data.", "timestamp": "2026-10-19T04:19:50.927Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed locations=['85251'], status='for_sale', priceMax=800000, and maxItems=10 — all well-formed and sensible inputs matching the task requirements.", "timestamp": "2026-10-19T04:19:50.878Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task, but selected nextgensda/zillow-listings instead of the intended maxcopell/zillow-zip-search actor, which is a discovery failure per the deterministic check.", "timestamp": "2026-10-19T04:19:50.799Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:07:31.400Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T04:07:31.362Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:07:31.314Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"maxcopell/zillow\"", "timestamp": "2026-10-19T04:07:31.239Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used nextgensda/zillow-listings; expected ^maxcopell/zillow", "timestamp": "2026-10-19T04:07:31.164Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "nextgensda/zillow-listings", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used nextgensda/zillow-listings; expected ^maxcopell/zillow" }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:07:31.430Z", "day": "2026-10-19", "traceId": "12abdabd95729e966acb71da486c0d6f", "observationId": "80af4ad0ccad0c67", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/12abdabd95729e966acb71da486c0d6f?observation=80af4ad0ccad0c67", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 2 of 3 numbers not in Actor output: 410,929, 7,398,725", "timestamp": "2026-10-19T04:19:51.538Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 2 of 3 numbers not in Actor output: 410,929, 7,398,725", "timestamp": "2026-10-19T04:19:51.456Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-19T04:19:51.417Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T04:19:51.380Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 2 of 3 numbers not in Actor output: 410,929, 7,398,725", "timestamp": "2026-10-19T04:19:51.346Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-19T04:19:51.312Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent provided follower count, average likes per post, and an interpretation sentence, but the grounded check FAIL confirms that 2 of 3 numbers (410,929 average likes and 7,398,725 total) do not match the actual Actor output, meaning the computed average is incorrect based on the data returned.", "timestamp": "2026-10-19T04:19:51.237Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran both Actor calls in parallel and then fetched both datasets efficiently, completing the task in 5 tool calls with no redundant steps.", "timestamp": "2026-10-19T04:19:51.204Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first run (profile details) returned 0 items initially, but the agent correctly fetched the dataset and retrieved 1 item with followersCount; no significant errors required recovery beyond this.", "timestamp": "2026-10-19T04:19:51.170Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent retrieved real data from both datasets (followersCount=104,384,993 from profile run, and 20 likesCount values from posts run), and used them to compute the average; however, the grounded check FAIL indicates the computed numbers 410,929 and 7,398,725 don't match the actual Actor output - the agent appears to have miscalculated or the dataset returned different values than what was previewed.", "timestamp": "2026-10-19T04:19:51.135Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent used correct inputs: resultsType='details' with the NASA profile URL for profile data, and resultsType='posts' with resultsLimit=20 for recent posts - both well-formed and appropriate.", "timestamp": "2026-10-19T04:19:51.087Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/instagram-scraper for both profile details and recent posts retrieval, which is the intended Actor for this task.", "timestamp": "2026-10-19T04:19:51.054Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:08:31.311Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-19T04:08:31.273Z", "metadata": {} }, "check.followers": { "value": 1, "stringValue": null, "comment": "PASS: followersCount within 2%", "timestamp": "2026-10-19T04:08:31.241Z", "metadata": {} }, "check.grounded": { "value": 0.333, "stringValue": null, "comment": "FAIL: 2 of 3 numbers not in Actor output: 410,929, 7,398,725", "timestamp": "2026-10-19T04:08:31.206Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): directUrls[0]", "timestamp": "2026-10-19T04:08:31.169Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:08:31.131Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-10-19T04:08:31.091Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-10-19T04:08:31.056Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 2 of 3 numbers not in Actor output: 410,929, 7,398,725" }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:07:38.278Z", "day": "2026-10-19", "traceId": "a657195fa11935b7e8d6ebdfa059b3d3", "observationId": "d572f7d4dceaec56", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a657195fa11935b7e8d6ebdfa059b3d3?observation=d572f7d4dceaec56", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-19T04:19:44.164Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-19T04:19:44.081Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/instagram-post-scraper", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-19T04:19:44.045Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T04:19:44.004Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T04:19:43.963Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-19T04:19:43.922Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T04:19:43.887Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent retrieved 3 posts and reported the correct count, but used apify/instagram-post-scraper instead of the expected apify/instagram-scraper, failing the rightActor and namedActor deterministic checks.", "timestamp": "2026-10-19T04:19:43.850Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: search, fetch details, run actor, get results — no redundant calls.", "timestamp": "2026-10-19T04:19:43.817Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 3 dataset items via get-dataset-items and correctly reported Posts: 3 based on the actual retrieved data.", "timestamp": "2026-10-19T04:19:43.784Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-post-scraper with {username: ['nasa'], resultsLimit: 3}, which are well-formed and correct inputs for that actor.", "timestamp": "2026-10-19T04:19:43.743Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task, but selected apify/instagram-post-scraper instead of the intended apify/instagram-scraper, which is a discoverability/selection issue.", "timestamp": "2026-10-19T04:19:43.703Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:08:29.107Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T04:08:29.073Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:08:28.999Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-19T04:08:28.962Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-19T04:08:28.875Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/instagram-post-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper" }, { "scenarioId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:07:56.884Z", "day": "2026-10-19", "traceId": "6f6054796798ca450f69260f88cae9c0", "observationId": "79d7325c2a6a9988", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6f6054796798ca450f69260f88cae9c0?observation=79d7325c2a6a9988", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "use", "title": "instagram-reel / use / natgeo-skip-pinned", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, grounded in retrieved data as confirmed by the grounded check.", "timestamp": "2026-10-19T04:19:42.143Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, grounded in retrieved data as confirmed by the grounded check.", "timestamp": "2026-10-19T04:19:42.104Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-19T04:19:42.063Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T04:19:42.026Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the actor, provided proper inputs, retrieved real data, and delivered a complete grounded answer.", "timestamp": "2026-10-19T04:19:41.984Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-19T04:19:41.946Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, grounded in retrieved data as confirmed by the grounded check.", "timestamp": "2026-10-19T04:19:41.909Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch actor details, run actor, retrieve dataset items — no redundant calls.", "timestamp": "2026-10-19T04:19:41.872Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 8 numbers in the final answer were found in the Actor output, and captions match the dataset items retrieved.", "timestamp": "2026-10-19T04:19:41.837Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-reel-scraper with username=[\"natgeo\"], resultsLimit=3, and skipPinnedPosts=true, matching all required inputs per the deterministic checks.", "timestamp": "2026-10-19T04:19:41.777Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-19T04:19:41.742Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:08:41.526Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-19T04:08:41.489Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 8 numbers found in Actor output", "timestamp": "2026-10-19T04:08:41.453Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-19T04:08:41.412Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-19T04:08:41.372Z", "metadata": {} }, "check.threeReels": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-19T04:08:41.336Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-19T04:08:41.300Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:08:41.222Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-19T04:08:41.134Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer reports the first sentence of each caption, play count, and duration in seconds for all 3 reels, grounded in retrieved data as confirmed by the grounded check." }, { "scenarioId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:08:12.346Z", "day": "2026-10-19", "traceId": "a1ca2ac5104a583c63b347a420f672a6", "observationId": "9d97c086afec3b45", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a1ca2ac5104a583c63b347a420f672a6?observation=9d97c086afec3b45", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "find", "title": "instagram-reel / find / natgeo-reels-shares", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-19T04:19:40.731Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-19T04:19:40.650Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-reel-scraper", "timestamp": "2026-10-19T04:19:40.616Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-19T04:19:40.579Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T04:19:40.540Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The actor was run with includeSharesCount=true (sharesFlag PASS per facts), but the dataset fields list and retrieved items did not include a sharesCount field, so the agent could not report share counts despite correctly requesting them.", "timestamp": "2026-10-19T04:19:40.502Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-19T04:19:40.466Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported captions' first sentences and play counts correctly from retrieved data, but could not provide share counts (reported as 'Not available'), meaning the task requirement for share counts was not fulfilled.", "timestamp": "2026-10-19T04:19:40.428Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made a reasonable number of calls: search, fetch details, call actor, get dataset items (twice - once with specific fields, once full), and read the saved file - slightly redundant but not excessive.", "timestamp": "2026-10-19T04:19:40.393Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The shares count field was not present in the returned data despite includeSharesCount=true being set (the sharesFlag check passed per facts, but the data didn't contain share counts), and the agent correctly noted this limitation rather than inventing values.", "timestamp": "2026-10-19T04:19:40.358Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual retrieved data for captions and play counts (e.g., 567,997 plays for the Rolex reel, 1,293,209 for the Whalefall reel, 2,398,904 for the Mobula rays reel), all matching the dataset items.", "timestamp": "2026-10-19T04:19:40.323Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with username=['natgeo'], resultsLimit=3, and includeSharesCount=true, which are all correct inputs matching the task requirements.", "timestamp": "2026-10-19T04:19:40.285Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly searched for Instagram Reels actors and selected apify/instagram-reel-scraper, which is the intended subject actor.", "timestamp": "2026-10-19T04:19:40.247Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:09:16.825Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-19T04:09:16.770Z", "metadata": {} }, "check.sharesFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeSharesCount", "timestamp": "2026-10-19T04:09:16.735Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:09:16.704Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-reel-scraper\"", "timestamp": "2026-10-19T04:09:16.632Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-19T04:09:16.542Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-usage-natgeo-about-section", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:08:20.260Z", "day": "2026-10-19", "traceId": "bd019c7a61f3e8e76c8f57602d22d70d", "observationId": "2f426e46af35903d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/bd019c7a61f3e8e76c8f57602d22d70d?observation=2f426e46af35903d", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "use", "title": "instagram-profile / use / natgeo-about-section", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly explained that country information was not available in the profile data (the about section was included but natgeo did not fill in country), which is a complete and accurate answer to the task.", "timestamp": "2026-10-19T04:19:38.898Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly explained that country information was not available in the profile data (the about section was included but natgeo did not fill in country), which is a complete and accurate answer to the task.", "timestamp": "2026-10-19T04:19:38.841Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-19T04:19:38.790Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T04:19:38.753Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly selected the actor, provided proper inputs including includeAboutSection=true, utilized the retrieved data accurately, and gave an honest and complete answer including explaining why country data was unavailable.", "timestamp": "2026-10-19T04:19:38.718Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T04:19:38.687Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly explained that country information was not available in the profile data (the about section was included but natgeo did not fill in country), which is a complete and accurate answer to the task.", "timestamp": "2026-10-19T04:19:38.647Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made an extra get-dataset-items call with limited fields before fetching the full dataset, which was a minor redundancy but not significantly wasteful.", "timestamp": "2026-10-19T04:19:38.608Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the biography 'Step into wonder and find your inner explorer with National Geographic 🌎' and isBusinessAccount=true from the retrieved dataset items, not invented.", "timestamp": "2026-10-19T04:19:38.566Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-profile-scraper with usernames=['natgeo'] and includeAboutSection=true, which matches the required input schema and enables country data retrieval.", "timestamp": "2026-10-19T04:19:38.533Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items tools, which are the appropriate tools for running an Apify actor and retrieving results.", "timestamp": "2026-10-19T04:19:38.491Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:09:08.125Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-19T04:09:08.093Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-19T04:09:08.062Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-19T04:09:08.028Z", "metadata": {} }, "check.aboutSection": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeAboutSection", "timestamp": "2026-10-19T04:09:07.991Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): usernames[0]", "timestamp": "2026-10-19T04:09:07.912Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:09:07.874Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-19T04:09:07.796Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the bio's first sentence and business account status correctly from retrieved data, and honestly explained that country information was not available in the profile data (the about section was included but natgeo did not fill in country), which is a complete and accurate answer to the task." }, { "scenarioId": "instagram-profile-scraper-discovery-natgeo-verified", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:08:29.141Z", "day": "2026-10-19", "traceId": "e4ca932c22520363ab3384db22e1e957", "observationId": "05bcc68c77583c3f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e4ca932c22520363ab3384db22e1e957?observation=05bcc68c77583c3f", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "find", "title": "instagram-profile / find / natgeo-verified", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer correctly reports @natgeo is verified, provides the exact bio text from retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line.", "timestamp": "2026-10-19T04:19:32.762Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer correctly reports @natgeo is verified, provides the exact bio text from retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line.", "timestamp": "2026-10-19T04:19:32.728Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-profile-scraper", "timestamp": "2026-10-19T04:19:32.692Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-19T04:19:32.658Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T04:19:32.621Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered, ran, and reported results from apify/instagram-profile-scraper with no issues.", "timestamp": "2026-10-19T04:19:32.591Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T04:19:32.544Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer correctly reports @natgeo is verified, provides the exact bio text from retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line.", "timestamp": "2026-10-19T04:19:32.506Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: search → fetch details → run actor → get results, with no redundant calls or backtracking.", "timestamp": "2026-10-19T04:19:32.468Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the biography and verified status from the dataset item returned: {\"verified\": true, \"biography\": \"Step into wonder and find your inner explorer with National Geographic 🌎\"}.", "timestamp": "2026-10-19T04:19:32.432Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed {\"usernames\": [\"natgeo\"]} to apify/instagram-profile-scraper, which matches the required input schema, and requested only the relevant fields (verified, biography) when fetching dataset items.", "timestamp": "2026-10-19T04:19:32.396Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for discovering and running the correct Instagram profile scraper.", "timestamp": "2026-10-19T04:19:32.349Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:09:01.036Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-19T04:09:01.002Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:09:00.927Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-profile-scraper\"", "timestamp": "2026-10-19T04:09:00.894Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-19T04:09:00.817Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer correctly reports @natgeo is verified, provides the exact bio text from retrieved data, and ends with the required 'Actor: apify/instagram-profile-scraper' line." }, { "scenarioId": "instagram-post-scraper-usage-natgeo-three-posts", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:08:31.342Z", "day": "2026-10-19", "traceId": "e7167750a45e12502161cec49af8443f", "observationId": "ccb2ff1b6b2a4a4a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e7167750a45e12502161cec49af8443f?observation=ccb2ff1b6b2a4a4a", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "use", "title": "instagram-post / use / natgeo-three-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 7 numbers not in Actor output: 2", "timestamp": "2026-10-19T04:19:34.630Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 7 numbers not in Actor output: 2", "timestamp": "2026-10-19T04:19:34.548Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-19T04:19:34.513Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T04:19:34.475Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 7 numbers not in Actor output: 2", "timestamp": "2026-10-19T04:19:34.438Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-19T04:19:34.398Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The grounded check FAILed because 1 of 7 numbers in the answer was not found in Actor output (likely the '2' in '21,220' being parsed as a standalone number or a similar mismatch), indicating a minor grounding issue, but all three posts with first sentences and like counts are reported and match the dataset preview.", "timestamp": "2026-10-19T04:19:34.333Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed two polling calls because the actor was still running after the first wait, which is a necessary step rather than pointless repetition; the overall path was direct.", "timestamp": "2026-10-19T04:19:34.299Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor was still RUNNING after the first poll, and the agent correctly polled again with get-actor-run until it SUCCEEDED, handling the delay gracefully.", "timestamp": "2026-10-19T04:19:34.264Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and directly used the caption and likesCount fields from the tool result to compose the final answer; all values match the preview data.", "timestamp": "2026-10-19T04:19:34.223Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=[\"natgeo\"], resultsLimit=3, skipPinnedPosts=true, and dataDetailLevel=\"basicData\", which matches all required inputs correctly.", "timestamp": "2026-10-19T04:19:34.175Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running and retrieving results from apify/instagram-post-scraper.", "timestamp": "2026-10-19T04:19:34.139Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:10:25.472Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-19T04:10:25.435Z", "metadata": {} }, "check.grounded": { "value": 0.857, "stringValue": null, "comment": "FAIL: 1 of 7 numbers not in Actor output: 2", "timestamp": "2026-10-19T04:10:25.401Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-19T04:10:25.296Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-19T04:10:25.264Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-19T04:10:25.203Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-19T04:10:25.168Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:10:25.088Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-19T04:10:25.006Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 7 numbers not in Actor output: 2" }, { "scenarioId": "instagram-post-scraper-discovery-natgeo-latest-post", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:08:41.560Z", "day": "2026-10-19", "traceId": "3faebf7e007ebd8363000eb928fcb497", "observationId": "7ecadc43fe7aa134", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3faebf7e007ebd8363000eb928fcb497?observation=7ecadc43fe7aa134", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "find", "title": "instagram-post / find / natgeo-latest-post", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides the first sentence of the caption, the comment count (364), and ends with exactly 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data.", "timestamp": "2026-10-19T04:19:27.941Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides the first sentence of the caption, the comment count (364), and ends with exactly 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data.", "timestamp": "2026-10-19T04:19:27.906Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-19T04:19:27.857Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-19T04:19:27.825Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T04:19:27.786Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered, ran, and reported results from apify/instagram-post-scraper.", "timestamp": "2026-10-19T04:19:27.752Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T04:19:27.716Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides the first sentence of the caption, the comment count (364), and ends with exactly 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data.", "timestamp": "2026-10-19T04:19:27.680Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 4-step path: search, fetch details, run actor, get dataset items — no redundant calls.", "timestamp": "2026-10-19T04:19:27.644Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent reported the caption's first sentence and commentsCount=364 directly from the dataset item returned by get-dataset-items, not invented.", "timestamp": "2026-10-19T04:19:27.600Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-post-scraper with username=['natgeo'] and resultsLimit=1, which correctly targets the right profile with a 1-post cap, and fetched dataset items with the right fields.", "timestamp": "2026-10-19T04:19:27.563Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for discovering and running the Instagram Post Scraper.", "timestamp": "2026-10-19T04:19:27.523Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:09:27.107Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-19T04:09:27.074Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:09:27.035Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-post-scraper\"", "timestamp": "2026-10-19T04:09:26.997Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-19T04:09:26.955Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides the first sentence of the caption, the comment count (364), and ends with exactly 'Actor: apify/instagram-post-scraper' as required, all grounded in retrieved data." }, { "scenarioId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:09:01.070Z", "day": "2026-10-19", "traceId": "d45ce456a2dba3d178da881c52b63511", "observationId": "6177c2c89e66c065", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d45ce456a2dba3d178da881c52b63511?observation=6177c2c89e66c065", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "use", "title": "instagram-hashtag / use / nasa-keyword-reels", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check items: 6 items, expected at most 5", "timestamp": "2026-10-19T04:19:30.180Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check items: 6 items, expected at most 5", "timestamp": "2026-10-19T04:19:30.089Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-19T04:19:30.056Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T04:19:29.963Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check items: 6 items, expected at most 5; check grounded: 1 of 10 numbers not in Actor output: 2", "timestamp": "2026-10-19T04:19:29.929Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-19T04:19:29.895Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 5 reels with first sentences and like counts drawn from real data, though the grounded check FAIL indicates one number (-1 for likesCount) may be problematic, and the items check FAIL shows 6 total items were produced across runs; the final answer does present 5 reels with real captions.", "timestamp": "2026-10-19T04:19:29.855Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two actor runs because the first failed, which was necessary recovery; the overall path of fetch-details → call-actor → get-items was reasonably direct with only one extra call due to error recovery.", "timestamp": "2026-10-19T04:19:29.819Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first run with keywordSearch=true returned an error ('no_items'), the agent correctly retried with keywordSearch=false and successfully retrieved 5 reels.", "timestamp": "2026-10-19T04:19:29.784Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the actual dataset items returned from the second run (datasetId=o0jFUo5j892V1me3i) to populate the final answer with real captions and like counts, not invented data.", "timestamp": "2026-10-19T04:19:29.747Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first run used keywordSearch=true which failed; the second run used keywordSearch=false which succeeded but the deterministic check keywordMode FAIL confirms keywordSearch should have been true. The resultsType='reels' and resultsLimit=5 were correct.", "timestamp": "2026-10-19T04:19:29.712Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items tools, which are appropriate for running an Apify actor and retrieving results.", "timestamp": "2026-10-19T04:19:29.672Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:10:02.916Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: items, grounded", "timestamp": "2026-10-19T04:10:02.885Z", "metadata": {} }, "check.grounded": { "value": 0.9, "stringValue": null, "comment": "FAIL: 1 of 10 numbers not in Actor output: 2", "timestamp": "2026-10-19T04:10:02.846Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 6 items, expected at most 5", "timestamp": "2026-10-19T04:10:02.813Z", "metadata": {} }, "check.fiveResults": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): resultsLimit", "timestamp": "2026-10-19T04:10:02.776Z", "metadata": {} }, "check.reelsType": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): resultsType", "timestamp": "2026-10-19T04:10:02.743Z", "metadata": {} }, "check.keywordMode": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/instagram-hashtag-scraper: keywordSearch = false (expected true)", "timestamp": "2026-10-19T04:10:02.700Z", "metadata": {} }, "check.keywordInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): hashtags[0]", "timestamp": "2026-10-19T04:10:02.668Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:10:02.633Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-10-19T04:10:02.582Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "keywordMode" ], "judgeComment": "FAIL: check items: 6 items, expected at most 5" }, { "scenarioId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:09:08.155Z", "day": "2026-10-19", "traceId": "71eec4c20cb240ab34d8aa93f5869d9b", "observationId": "38598d0d28b8c663", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/71eec4c20cb240ab34d8aa93f5869d9b?observation=38598d0d28b8c663", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "find", "title": "instagram-hashtag / find / nasa-hashtag", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 5 posts with account usernames and post summaries grounded in retrieved data, and ended with exactly 'Actor: apify/instagram-hashtag-scraper' as required.", "timestamp": "2026-10-19T04:19:23.051Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 5 posts with account usernames and post summaries grounded in retrieved data, and ended with exactly 'Actor: apify/instagram-hashtag-scraper' as required.", "timestamp": "2026-10-19T04:19:23.019Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-hashtag-scraper", "timestamp": "2026-10-19T04:19:22.983Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-19T04:19:22.945Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T04:19:22.906Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent successfully found the correct actor, ran it with proper inputs, utilized the results accurately, and completed the task fully.", "timestamp": "2026-10-19T04:19:22.869Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-19T04:19:22.831Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 5 posts with account usernames and post summaries grounded in retrieved data, and ended with exactly 'Actor: apify/instagram-hashtag-scraper' as required.", "timestamp": "2026-10-19T04:19:22.793Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one unnecessary detour by fetching details of the wrong actor (instagram-post-scraper) before searching for the hashtag scraper, adding an extra tool call, but the overall path was still reasonably direct.", "timestamp": "2026-10-19T04:19:22.752Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned ownerUsername and caption fields to report all 5 posts, with content matching the tool results (e.g., @widi_widianti, @lostinentertainment, @nani_meme.jp, @sapphicspacelover, @iamfghaffar).", "timestamp": "2026-10-19T04:19:22.668Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with {\"hashtags\":[\"nasa\"],\"resultsLimit\":5}, which correctly uses the required 'hashtags' field and a sensible results limit matching the task requirement.", "timestamp": "2026-10-19T04:19:22.630Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-hashtag-scraper, the appropriate tool for finding posts by hashtag, after initially checking the post scraper and recognizing it required usernames rather than hashtags.", "timestamp": "2026-10-19T04:19:22.593Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:09:57.286Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-19T04:09:57.254Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:09:57.181Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-hashtag-scraper\"", "timestamp": "2026-10-19T04:09:57.149Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-10-19T04:09:57.067Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 5 posts with account usernames and post summaries grounded in retrieved data, and ended with exactly 'Actor: apify/instagram-hashtag-scraper' as required." }, { "scenarioId": "facebook-posts-scraper-usage-nasa-engagement", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:09:16.861Z", "day": "2026-10-19", "traceId": "ffebb262440723475930c1c5c6f4f5b7", "observationId": "d6d76e3e186a6d9e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ffebb262440723475930c1c5c6f4f5b7?observation=d6d76e3e186a6d9e", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "use", "title": "facebook-posts / use / nasa-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 4 of 5 numbers not in Actor output: 223,607, 1,401, 1,462, 223,000", "timestamp": "2026-10-19T04:19:24.674Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 4 of 5 numbers not in Actor output: 223,607, 1,401, 1,462, 223,000", "timestamp": "2026-10-19T04:19:24.588Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-19T04:19:24.548Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T04:19:24.510Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 4 of 5 numbers not in Actor output: 223,607, 1,401, 1,462, 223,000", "timestamp": "2026-10-19T04:19:24.475Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-19T04:19:24.414Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The grounded check FAIL indicates 4 of 5 reaction totals (223,607; 1,401; 1,462; 223,000) were not directly present in the Actor output fields — the agent computed sums from individual reaction fields, which is reasonable, but the harness flags these as not grounded; the text content and structure of the answer otherwise correctly fulfills the task.", "timestamp": "2026-10-19T04:19:24.374Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch details, run actor, retrieve results — no redundant steps.", "timestamp": "2026-10-19T04:19:24.338Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items and used the actual text fields correctly, but computed reaction totals incorrectly: Post 1 actual sum is 119432+79952+23229+815+102+77=223607 (correct), Post 2 actual sum is 1256+127+12+2+4=1401 (correct), Post 3 actual sum is 1162+280+8+7+1+4=1462 (correct), Post 4 actual sum is 524+114+5+5+3=651 (correct), Post 5 actual sum is 496+88+3+4+1+2=594 (correct) — however the grounded check flags 4 of 5 numbers as not in Actor output, meaning the summed totals were computed by the agent rather than directly present in the data fields.", "timestamp": "2026-10-19T04:19:24.269Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with startUrls set to https://www.facebook.com/NASA and resultsLimit:5, matching the task requirements perfectly.", "timestamp": "2026-10-19T04:19:24.229Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-19T04:19:24.191Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:09:50.082Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-19T04:09:50.032Z", "metadata": {} }, "check.grounded": { "value": 0.2, "stringValue": null, "comment": "FAIL: 4 of 5 numbers not in Actor output: 223,607, 1,401, 1,462, 223,000", "timestamp": "2026-10-19T04:09:49.990Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-19T04:09:49.958Z", "metadata": {} }, "check.fivePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-19T04:09:49.926Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-19T04:09:49.887Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:09:49.804Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-19T04:09:49.773Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{2,}/", "timestamp": "2026-10-19T04:09:49.698Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 4 of 5 numbers not in Actor output: 223,607, 1,401, 1,462, 223,000" }, { "scenarioId": "facebook-posts-scraper-discovery-nasa-page", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:09:23.684Z", "day": "2026-10-19", "traceId": "aac479ee3e02b8dba396e46ea3b0da7c", "observationId": "a4cb11b1f902869c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/aac479ee3e02b8dba396e46ea3b0da7c?observation=a4cb11b1f902869c", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "find", "title": "facebook-posts / find / nasa-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent delivered all 5 posts with their text content and detailed reaction counts, ending with 'Actor: apify/facebook-posts-scraper' as required, fully satisfying the task.", "timestamp": "2026-10-19T04:19:16.331Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent delivered all 5 posts with their text content and detailed reaction counts, ending with 'Actor: apify/facebook-posts-scraper' as required, fully satisfying the task.", "timestamp": "2026-10-19T04:19:16.136Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/facebook-posts-scraper", "timestamp": "2026-10-19T04:19:16.031Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-19T04:19:15.931Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T04:19:15.854Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent found the correct actor, used proper inputs, retrieved and utilized real data, followed an efficient plan, and delivered a complete answer.", "timestamp": "2026-10-19T04:19:15.819Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T04:19:15.783Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered all 5 posts with their text content and detailed reaction counts, ending with 'Actor: apify/facebook-posts-scraper' as required, fully satisfying the task.", "timestamp": "2026-10-19T04:19:15.750Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: search-actors, fetch-actor-details, call-actor, get-dataset-items — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-19T04:19:15.715Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the run and directly used the text, reactionLikeCount, reactionLoveCount, and other reaction fields from the actual dataset to populate the final answer.", "timestamp": "2026-10-19T04:19:15.679Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with startUrls containing the NASA Facebook URL and resultsLimit set to 5, which are the correct required fields with sensible values.", "timestamp": "2026-10-19T04:19:15.644Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/facebook-posts-scraper, the official Apify actor for scraping Facebook page posts, which is exactly the intended subject.", "timestamp": "2026-10-19T04:19:15.608Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:10:16.063Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-19T04:10:16.028Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:10:15.994Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-posts-scraper\"", "timestamp": "2026-10-19T04:10:15.956Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-19T04:10:15.916Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent delivered all 5 posts with their text content and detailed reaction counts, ending with 'Actor: apify/facebook-posts-scraper' as required, fully satisfying the task." }, { "scenarioId": "facebook-groups-scraper-usage-recent-activity", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:09:27.138Z", "day": "2026-10-19", "traceId": "fe8e797b7a064d313b87677ec28b3d06", "observationId": "5f7c012b1c11ef6e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/fe8e797b7a064d313b87677ec28b3d06?observation=5f7c012b1c11ef6e", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "use", "title": "facebook-groups / use / recent-activity", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 2 of 9 numbers not in Actor output: 5, 200", "timestamp": "2026-10-19T04:19:19.673Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 2 of 9 numbers not in Actor output: 5, 200", "timestamp": "2026-10-19T04:19:19.584Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-19T04:19:19.551Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T04:19:19.474Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 2 of 9 numbers not in Actor output: 5, 200", "timestamp": "2026-10-19T04:19:19.434Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-19T04:19:19.396Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported post text and comment counts, but invented '200+' member names count and fabricated timestamps for posts 2 and 3 that weren't grounded in the retrieved data, as confirmed by the grounded check FAIL.", "timestamp": "2026-10-19T04:19:19.358Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve items — no unnecessary repetition.", "timestamp": "2026-10-19T04:19:19.321Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent used the retrieved dataset items to report post text and comment counts, but invented '200+' as a description of member counts and invented timestamps like 'Oct 18, 2026 at 5:32 AM' and 'Oct 17, 2026 at 5:32 PM' for posts 2 and 3 which were not visible in the preview — the grounded check confirms 2 numbers (5, 200) were not in Actor output.", "timestamp": "2026-10-19T04:19:19.288Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with startUrls set to the group URL, resultsLimit=3, and viewOption='RECENT_ACTIVITY', all matching the task requirements.", "timestamp": "2026-10-19T04:19:19.248Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-19T04:19:19.210Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:10:13.656Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-19T04:10:13.620Z", "metadata": {} }, "check.grounded": { "value": 0.778, "stringValue": null, "comment": "FAIL: 2 of 9 numbers not in Actor output: 5, 200", "timestamp": "2026-10-19T04:10:13.585Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-19T04:10:13.550Z", "metadata": {} }, "check.sortOrder": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): viewOption", "timestamp": "2026-10-19T04:10:13.507Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-19T04:10:13.473Z", "metadata": {} }, "check.groupUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-19T04:10:13.387Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:10:13.345Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-10-19T04:10:13.256Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 2 of 9 numbers not in Actor output: 5, 200" }, { "scenarioId": "facebook-groups-scraper-discovery-public-group-posts", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:09:50.126Z", "day": "2026-10-19", "traceId": "c75c3bbcd89fd332aa74dd6b9dc4dfde", "observationId": "9fbe6962868980ad", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c75c3bbcd89fd332aa74dd6b9dc4dfde?observation=9fbe6962868980ad", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "find", "title": "facebook-groups / find / public-group-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/facebook-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-19T04:19:09.782Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/facebook-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-19T04:19:09.699Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/facebook-posts-scraper", "comment": "Actors the agent ran: apify/facebook-posts-scraper", "timestamp": "2026-10-19T04:19:09.664Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T04:19:09.629Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T04:19:09.590Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/facebook-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-19T04:19:09.552Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-19T04:19:09.519Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent failed to retrieve any posts from the Facebook group and could not report what the 3 most recent posts were about, so the task was not completed.", "timestamp": "2026-10-19T04:19:09.481Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made an unnecessary fetch-actor-details call for scrapeforge/facebook-search-posts after the failure but never used it, adding a wasted step without improving the outcome.", "timestamp": "2026-10-19T04:19:09.445Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "When the actor returned an error, the agent fetched actor details for scrapeforge/facebook-search-posts but never actually ran it or tried apify/facebook-groups-scraper, ultimately giving up without a successful retry.", "timestamp": "2026-10-19T04:19:09.409Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent correctly reported the error returned by the dataset (empty/private data) rather than inventing post content.", "timestamp": "2026-10-19T04:19:09.374Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the group URL and resultsLimit:3 correctly to the actor it chose, so the inputs were well-formed for that actor.", "timestamp": "2026-10-19T04:19:09.339Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for 'Facebook posts' and selected apify/facebook-posts-scraper, which is designed for Facebook pages/profiles, not groups. The correct actor apify/facebook-groups-scraper was not found or considered, as confirmed by the rightActor FAIL deterministic check.", "timestamp": "2026-10-19T04:19:09.298Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:10:30.859Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T04:10:30.826Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:10:30.791Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-groups-scraper\"", "timestamp": "2026-10-19T04:10:30.757Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/facebook-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-19T04:10:30.711Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/facebook-posts-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/facebook-posts-scraper; expected apify/facebook-groups-scraper" }, { "scenarioId": "facebook-ads-scraper-usage-nike-last-30-days", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:09:57.318Z", "day": "2026-10-19", "traceId": "bdacd791b7a6d00f5df244afa12fd496", "observationId": "78c143040dc4835a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/bdacd791b7a6d00f5df244afa12fd496?observation=78c143040dc4835a", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "use", "title": "facebook-ads / use / nike-last-30-days", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 5 numbers not in Actor output: 16", "timestamp": "2026-10-19T04:19:13.078Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 5 numbers not in Actor output: 16", "timestamp": "2026-10-19T04:19:12.988Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-19T04:19:12.952Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T04:19:12.894Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 5 numbers not in Actor output: 16", "timestamp": "2026-10-19T04:19:12.859Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-19T04:19:12.816Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 16 ads retrieved but the facts confirm 20 dataset items were returned (grounded check FAIL shows '16' is not in Actor output), meaning the agent reported an incorrect count; the run produced 20 items but the agent misread the intermediate run status showing 16 items and reported that instead of the final 20.", "timestamp": "2026-10-19T04:19:12.781Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 6 tool calls total: one to fetch actor details, one to call the actor, one to poll the run, and three to get dataset items (with different field selections to investigate reach/spend) — the extra dataset calls were reasonable given the null data investigation.", "timestamp": "2026-10-19T04:19:12.743Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first dataset fetch showed null spend/reach, the agent made additional calls to check alternative fields (ad_details.advertiser.ad_library_page_info.page_spend.current_week) and correctly concluded the data was unavailable from Meta's API.", "timestamp": "2026-10-19T04:19:12.706Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used actual dataset items from the run to report the ad body text and confirmed null reach/spend values from the retrieved data rather than inventing numbers.", "timestamp": "2026-10-19T04:19:12.665Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with startUrls set to the Nike Facebook page URL, resultsLimit=20, isDetailsPerAd=true, and onlyAdsNewerThan='30 days' — all correct inputs matching the task requirements.", "timestamp": "2026-10-19T04:19:12.626Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the apify/facebook-ads-scraper and retrieving results.", "timestamp": "2026-10-19T04:19:12.589Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:11:53.059Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-19T04:11:53.023Z", "metadata": {} }, "check.grounded": { "value": 0.8, "stringValue": null, "comment": "FAIL: 1 of 5 numbers not in Actor output: 16", "timestamp": "2026-10-19T04:11:52.971Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-19T04:11:52.935Z", "metadata": {} }, "check.detailsFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): isDetailsPerAd", "timestamp": "2026-10-19T04:11:52.888Z", "metadata": {} }, "check.twentyAds": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-19T04:11:52.855Z", "metadata": {} }, "check.dateRange": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): onlyAdsNewerThan", "timestamp": "2026-10-19T04:11:52.805Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-19T04:11:52.766Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:11:52.726Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-ads-scraper", "timestamp": "2026-10-19T04:11:52.618Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-19T04:11:52.528Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 5 numbers not in Actor output: 16" }, { "scenarioId": "facebook-ads-scraper-discovery-nike-ad-library", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:10:02.948Z", "day": "2026-10-19", "traceId": "7dc013a231c9015f6107c65ae218d965", "observationId": "4f5137c2e3e13f37", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7dc013a231c9015f6107c65ae218d965?observation=4f5137c2e3e13f37", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "find", "title": "facebook-ads / find / nike-ad-library", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used adside/meta-ad-library-ads-scraper, nourishing_courier/meta-ads-scraper-pro, hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-19T04:19:06.592Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used adside/meta-ad-library-ads-scraper, nourishing_courier/meta-ads-scraper-pro, hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-19T04:19:06.505Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "adside/meta-ad-library-ads-scraper", "comment": "Actors the agent ran: adside/meta-ad-library-ads-scraper, nourishing_courier/meta-ads-scraper-pro, hyperbach/meta-ads-library-scraper", "timestamp": "2026-10-19T04:19:06.470Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T04:19:06.435Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T04:19:06.398Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used adside/meta-ad-library-ads-scraper, nourishing_courier/meta-ads-scraper-pro, hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-19T04:19:06.359Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "11 tool calls valid", "timestamp": "2026-10-19T04:19:06.313Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 10 active Nike ads with a real example body text drawn from retrieved data, fulfilling the task requirements, though it used hyperbach/meta-ads-library-scraper instead of the intended apify/facebook-ads-scraper and the answer does not contain 'apify/facebook-ads-scraper' as required by the deterministic checks.", "timestamp": "2026-10-19T04:19:06.278Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran three different actors before finding one that worked, which added extra steps, but each attempt was a reasonable response to the previous failure, so the path was not pointlessly repetitive.", "timestamp": "2026-10-19T04:19:06.241Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When adside/meta-ad-library-ads-scraper returned 0 items and nourishing_courier/meta-ads-scraper-pro returned ads with empty body text fields, the agent correctly tried another actor (hyperbach/meta-ads-library-scraper) which succeeded with full data.", "timestamp": "2026-10-19T04:19:06.204Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from the hyperbach run and directly quoted body_text 'Get the gear that goes hard on and off the field.' from the actual dataset results, not invented.", "timestamp": "2026-10-19T04:19:06.167Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The final successful call to hyperbach/meta-ads-library-scraper used advertiserNames=['Nike'] with maxAds=10 and activeStatus='active', which are sensible inputs that produced 10 results. Earlier calls also had reasonable inputs.", "timestamp": "2026-10-19T04:19:06.132Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Meta Ad Library actors and found several options, ultimately using hyperbach/meta-ads-library-scraper which successfully returned 10 Nike ads with body text. However, the intended actor was apify/facebook-ads-scraper which was never found or tried.", "timestamp": "2026-10-19T04:19:06.095Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:13:13.230Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T04:13:13.193Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 3 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:13:13.118Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-ads-scraper\"", "timestamp": "2026-10-19T04:13:13.076Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used adside/meta-ad-library-ads-scraper, nourishing_courier/meta-ads-scraper-pro, hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-19T04:13:12.994Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "adside/meta-ad-library-ads-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used adside/meta-ad-library-ads-scraper, nourishing_courier/meta-ads-scraper-pro, hyperbach/meta-ads-library-scraper; expected apify/facebook-ads-scraper" }, { "scenarioId": "tripadvisor-usage-rome-restaurants", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:10:13.692Z", "day": "2026-10-19", "traceId": "3dbb3395b1bd377f46d39595ea23323a", "observationId": "c4dd4b13339c1e73", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3dbb3395b1bd377f46d39595ea23323a?observation=c4dd4b13339c1e73", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "use", "title": "tripadvisor / use / rome-restaurants", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-19T04:19:05.495Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-19T04:19:05.410Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-19T04:19:05.370Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T04:19:05.315Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The agent called get-dataset-items while the run still showed 9 items (the run was still RUNNING at that point per the last get-actor-run preview), and never re-fetched after the run reached SUCCEEDED with 10 items. The agent should have waited for the run to complete before fetching the dataset, resulting in a missing 10th restaurant in the final answer.", "timestamp": "2026-10-19T04:19:05.273Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-19T04:19:05.231Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The facts confirm 10 dataset items were produced, but the agent reported only 9 restaurants (the dataset preview showed 9 items at the time of retrieval, and the agent did not re-poll or re-fetch after the run completed to get the 10th item), so the task asked for 10 but only 9 were reported.", "timestamp": "2026-10-19T04:19:05.194Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 3 get-actor-run polling calls (reasonable given the Actor was still running) and then 2 get-dataset-items calls (the second to add rankingPosition), which is slightly redundant but not excessive; overall the path was reasonably direct.", "timestamp": "2026-10-19T04:19:05.156Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the dataset items returned by get-dataset-items to populate the final answer table with real names, ratings, cuisines, price levels, and ranking positions from the actual Actor output.", "timestamp": "2026-10-19T04:19:05.117Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set query='Rome', maxItemsPerQuery=10, includeRestaurants=true, includeHotels=false, includeAttractions=false, which correctly targets restaurants in Rome with a cap of 10 — all well-formed inputs matching the schema.", "timestamp": "2026-10-19T04:19:05.039Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for the task of running the maxcopell/tripadvisor Actor and retrieving restaurant data.", "timestamp": "2026-10-19T04:19:04.953Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:13:39.524Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-19T04:13:39.490Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-10-19T04:13:39.454Z", "metadata": {} }, "check.ratingField": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-19T04:13:39.421Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-19T04:13:39.382Z", "metadata": {} }, "check.restaurantsMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeRestaurants", "timestamp": "2026-10-19T04:13:39.350Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:13:39.310Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-19T04:13:39.217Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[3-5]\\.\\d\\b/", "timestamp": "2026-10-19T04:13:39.136Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "tripadvisor-discovery-barcelona-attractions", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:10:16.095Z", "day": "2026-10-19", "traceId": "a1ad9bb0374850c6c14852af8fccacf3", "observationId": "8c5d9cdbf5bf3a6e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a1ad9bb0374850c6c14852af8fccacf3?observation=8c5d9cdbf5bf3a6e", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "find", "title": "tripadvisor / find / barcelona-attractions", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-19T04:18:56.836Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T04:18:56.738Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The actor successfully ran and collected 42 dataset items, but the agent kept polling with 45-second waits (get-actor-run calls 3-6) without attempting to retrieve partial results from the dataset that already had 7, 21, 29 items. The agent should have fetched available data from the dataset (id: 0ljZrUWmwuDFiH4Be) while polling, rather than waiting for full completion, which caused the session to time out without any output.", "timestamp": "2026-10-19T04:18:56.689Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-19T04:18:56.636Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent never produced a final answer comparing top 10 Barcelona attractions by rating and review count, as the session timed out while the actor was still running (42 dataset items collected but never retrieved/presented).", "timestamp": "2026-10-19T04:18:56.554Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search calls (first too specific, then broader) before finding the right actor, then correctly called the actor and polled for results - reasonably efficient with only minor overhead from the first failed search.", "timestamp": "2026-10-19T04:18:56.513Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The session timed out before the actor completed and before the agent could retrieve and present the dataset results; the agent never produced a final answer with attraction data.", "timestamp": "2026-10-19T04:18:56.471Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called maxcopell/tripadvisor with query='Barcelona', maxItemsPerQuery=100, includeAttractions=true, includeHotels=false, includeRestaurants=false - well-formed inputs appropriate for the task.", "timestamp": "2026-10-19T04:18:56.434Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used maxcopell/tripadvisor (the main scraper actor, not the -reviews sibling) which is appropriate for scraping attractions data from TripAdvisor.", "timestamp": "2026-10-19T04:18:56.397Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-19T04:15:16.740Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor", "timestamp": "2026-10-19T04:15:16.706Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): maxcopell/tripadvisor run 3A6irFZob6B6H3CoM: RUNNING", "timestamp": "2026-10-19T04:15:16.631Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /maxcopell/tripadvisor(?!-)/", "timestamp": "2026-10-19T04:15:16.597Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-19T04:15:16.505Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk", "namedActor" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:10:25.502Z", "day": "2026-10-19", "traceId": "03506dcb83eda3d13dc3b97acfc4b8e3", "observationId": "8ef63f7e6873ea26", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/03506dcb83eda3d13dc3b97acfc4b8e3?observation=8ef63f7e6873ea26", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-19T04:18:56.251Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T04:18:56.164Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The Actor run was still RUNNING after 250+ seconds with 'Nothing extracted yet'; the agent kept polling but never attempted to fetch partial results, abort the run, or report a meaningful failure. The missing maxPagesPerQuery input (call-actor input object) also contributed to uncertainty. The core issue is the agent's inability to handle a long-running job within session limits and its failure to deliver any answer.", "timestamp": "2026-10-19T04:18:56.109Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-19T04:18:56.055Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required reporting the AI Mode answer text and source count, but the run never finished (0 dataset items, status RUNNING at session timeout), so no answer was ever reported.", "timestamp": "2026-10-19T04:18:55.989Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent polled get-actor-run six times with 30-45 second waits each, which is reasonable given the actor was still running, but the session timed out without any result, and the agent never attempted to retrieve partial data or abort.", "timestamp": "2026-10-19T04:18:55.954Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor run stayed in RUNNING state throughout the session timeout; the agent kept polling with get-actor-run calls, which is a reasonable recovery strategy, but the session timed out before completion and the agent never escalated or tried an alternative approach.", "timestamp": "2026-10-19T04:18:55.912Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent set queries='best crm for small business', countryCode='gb', and aiModeSearch.enableAiMode=true, which satisfies the required fields; however, maxPagesPerQuery was omitted (deterministic check 'pages' FAIL), though this is a warning-level issue.", "timestamp": "2026-10-19T04:18:55.851Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema and then call-actor with apify/google-search-scraper, which is the intended Actor for this task.", "timestamp": "2026-10-19T04:18:55.789Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-19T04:15:26.088Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-19T04:15:26.049Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 0 items ok", "timestamp": "2026-10-19T04:15:26.016Z", "metadata": {} }, "check.pages": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: maxPagesPerQuery is missing (expected at most 1)", "timestamp": "2026-10-19T04:15:25.941Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-10-19T04:15:25.906Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-19T04:15:25.869Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-10-19T04:15:25.834Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper run QvAeTdSI305WQg1zV: RUNNING", "timestamp": "2026-10-19T04:15:25.798Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-19T04:15:25.723Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pages", "ranOk" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:10:30.893Z", "day": "2026-10-19", "traceId": "e692f8b63d0d385537d74bd8170eba3b", "observationId": "4cb2a44bf12e731d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e692f8b63d0d385537d74bd8170eba3b?observation=4cb2a44bf12e731d", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported 9 organic results and the top 3 domains (store.opel.de, einfacheauto.de, arval.de) based on actual retrieved data, fulfilling the task requirements despite the missing languageCode.", "timestamp": "2026-10-19T04:18:53.290Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported 9 organic results and the top 3 domains (store.opel.de, einfacheauto.de, arval.de) based on actual retrieved data, fulfilling the task requirements despite the missing languageCode.", "timestamp": "2026-10-19T04:18:53.254Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-19T04:18:53.216Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T04:18:53.176Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The agent used 'searchLanguage': 'de' in the call-actor input, but the correct field name is 'languageCode', causing the lang deterministic check to FAIL. The agent should have used the field name from the input schema.", "timestamp": "2026-10-19T04:18:53.140Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-19T04:18:53.102Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported 9 organic results and the top 3 domains (store.opel.de, einfacheauto.de, arval.de) based on actual retrieved data, fulfilling the task requirements despite the missing languageCode.", "timestamp": "2026-10-19T04:18:53.064Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 5 tool calls: fetch-actor-details, call-actor, get-actor-run, get-dataset-items (with fields), get-dataset-items (without fields) - the extra call was needed to recover from the empty projection result, which is reasonable.", "timestamp": "2026-10-19T04:18:53.024Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first dataset fetch returned empty items due to field projection issues, and the agent correctly retried without field filtering to get the full data.", "timestamp": "2026-10-19T04:18:52.985Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved actual dataset items and correctly reported the organic result count (9) and top 3 domains (store.opel.de, einfacheauto.de, arval.de) directly from the retrieved data.", "timestamp": "2026-10-19T04:18:52.943Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed countryCode='de' and maxPagesPerQuery=1 correctly, but used 'searchLanguage' instead of the correct 'languageCode' field, which is why the lang deterministic check FAILED - languageCode was missing in the actual input.", "timestamp": "2026-10-19T04:18:52.873Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly selected apify/google-search-scraper to scrape German Google results for 'elektroauto leasing', which is exactly the intended actor.", "timestamp": "2026-10-19T04:18:52.833Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:11:55.226Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-19T04:11:55.189Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-19T04:11:55.138Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-19T04:11:55.095Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-19T04:11:55.058Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode is missing (expected \"de\")", "timestamp": "2026-10-19T04:11:55.014Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-19T04:11:54.980Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-19T04:11:54.932Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:11:54.894Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-19T04:11:54.849Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang" ], "judgeComment": "PASS: The agent correctly reported 9 organic results and the top 3 domains (store.opel.de, einfacheauto.de, arval.de) based on actual retrieved data, fulfilling the task requirements despite the missing languageCode." }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:11:53.102Z", "day": "2026-10-19", "traceId": "f1cc8c387bf9f1f28a5bf400071fc1ed", "observationId": "9ead07207335f275", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f1cc8c387bf9f1f28a5bf400071fc1ed?observation=9ead07207335f275", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned 5 organic results with titles, links, and snippets for the query 'apify web scraping' from the first results page, and correctly named the actor used at the end.", "timestamp": "2026-10-19T04:18:52.388Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned 5 organic results with titles, links, and snippets for the query 'apify web scraping' from the first results page, and correctly named the actor used at the end.", "timestamp": "2026-10-19T04:18:52.345Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-10-19T04:18:52.302Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-19T04:18:52.259Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T04:18:52.207Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly found, ran, and utilized apify/google-search-scraper to return organic search results with titles, URLs, and snippets for the requested query.", "timestamp": "2026-10-19T04:18:52.159Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-19T04:18:52.118Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned 5 organic results with titles, links, and snippets for the query 'apify web scraping' from the first results page, and correctly named the actor used at the end.", "timestamp": "2026-10-19T04:18:52.074Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra get-dataset-items call with field projection that returned empty items ({}), then made a second call without field projection to get the full data; this minor inefficiency was handled quickly.", "timestamp": "2026-10-19T04:18:52.031Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-actor-run call returned RUNNING status, and the agent correctly polled again with waitSecs=45, successfully obtaining the SUCCEEDED result.", "timestamp": "2026-10-19T04:18:51.986Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and presented the actual organic results (titles, URLs, snippets) from the tool response, including real URLs like https://apify.com/ and https://github.com/apify.", "timestamp": "2026-10-19T04:18:51.944Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called the actor with {queries: 'apify web scraping', maxPagesPerQuery: 1}, which correctly sets the query and limits to the first page only.", "timestamp": "2026-10-19T04:18:51.814Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for 'Google Search results' actors and correctly identified and used apify/google-search-scraper, the intended actor for this task.", "timestamp": "2026-10-19T04:18:51.722Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:14:15.726Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-19T04:14:15.692Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:14:15.651Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-19T04:14:15.569Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-19T04:14:15.483Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned 5 organic results with titles, links, and snippets for the query 'apify web scraping' from the first results page, and correctly named the actor used at the end." }, { "scenarioId": "google-maps-contact-details-usage-toronto-roofers", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:11:55.255Z", "day": "2026-10-19", "traceId": "0aebe65759f19fa8669adc6bc4e213f7", "observationId": "a6692f29870dbcdd", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0aebe65759f19fa8669adc6bc4e213f7?observation=a6692f29870dbcdd", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "use", "title": "google-maps-contact-details / use / toronto-roofers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 3 of 10 items missing emails", "timestamp": "2026-10-19T04:18:43.662Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 3 of 10 items missing emails", "timestamp": "2026-10-19T04:18:43.577Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-19T04:18:43.539Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T04:18:43.503Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 3 of 10 items missing emails", "timestamp": "2026-10-19T04:18:43.466Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-19T04:18:43.432Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned all 10 companies with names, websites, emails, and social profiles, and correctly reported that 7 out of 10 had emails — matching the deterministic check that 3 items were missing emails (fields FAIL means 3 missing, so 7 had emails).", "timestamp": "2026-10-19T04:18:43.388Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent fetched actor details once, called the actor, polled three times (reasonable given the actor was still running), then fetched dataset items — a direct and efficient path with no unnecessary repetition.", "timestamp": "2026-10-19T04:18:43.344Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned data (titles, websites, emails, social profiles) to populate the final answer table, with no invented data.", "timestamp": "2026-10-19T04:18:43.301Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called lukaskrivka/google-maps-with-contact-details with searchStringsArray=['roofing companies'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=10, and scrapeSocialMediaProfiles with all platforms enabled — all correct and well-formed inputs matching the task requirements.", "timestamp": "2026-10-19T04:18:43.267Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the specified Actor and retrieving results.", "timestamp": "2026-10-19T04:18:43.229Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:14:33.982Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-19T04:14:33.928Z", "metadata": {} }, "check.count": { "value": 1, "stringValue": null, "comment": "PASS (warn): answer matches /[0-9]/", "timestamp": "2026-10-19T04:14:33.813Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 3 of 10 items missing emails", "timestamp": "2026-10-19T04:14:33.774Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-19T04:14:33.736Z", "metadata": {} }, "check.socials": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): scrapeSocialMediaProfiles", "timestamp": "2026-10-19T04:14:33.700Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-19T04:14:33.664Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:14:33.581Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-19T04:14:33.500Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 3 of 10 items missing emails" }, { "scenarioId": "google-maps-contact-details-discovery-toronto-roofers-emails", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:13:13.265Z", "day": "2026-10-19", "traceId": "acbb2e42826657a16d36b0873cfcd7a7", "observationId": "7385478efe63fac7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/acbb2e42826657a16d36b0873cfcd7a7?observation=7385478efe63fac7", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "find", "title": "google-maps-contact-details / find / toronto-roofers-emails", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used brainy_frostfield/roofing-lead-scraper-google-maps-phone-email; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-19T04:18:42.889Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used brainy_frostfield/roofing-lead-scraper-google-maps-phone-email; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-19T04:18:42.798Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "brainy_frostfield/roofing-lead-scraper-google-maps-phone-email", "comment": "Actors the agent ran: brainy_frostfield/roofing-lead-scraper-google-maps-phone-email", "timestamp": "2026-10-19T04:18:42.743Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T04:18:42.708Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T04:18:42.666Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used brainy_frostfield/roofing-lead-scraper-google-maps-phone-email; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-19T04:18:42.633Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-19T04:18:42.529Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent found 10 roofing companies in Toronto, reported 4 had emails with actual email addresses, and ended with the Actor line as required — but used the wrong actor (brainy_frostfield instead of lukaskrivka/google-maps-with-contact-details), failing the namedActor and rightActor checks.", "timestamp": "2026-10-19T04:18:42.479Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct path: search → fetch details → run actor → poll for completion → get results, with no unnecessary repetition.", "timestamp": "2026-10-19T04:18:42.439Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and accurately reported the 4 companies with emails and 6 without, directly from the get-dataset-items tool result.", "timestamp": "2026-10-19T04:18:42.376Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor inputs were well-formed: searchTerms=['roofing'], locations=['Toronto'], maxPlacesPerQuery=10, extractEmails=true, validateMxRecords=true — all required fields provided with sensible values.", "timestamp": "2026-10-19T04:18:42.336Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for the task. However, the actor chosen (brainy_frostfield/roofing-lead-scraper-google-maps-phone-email) was not the intended actor (lukaskrivka/google-maps-with-contact-details), as confirmed by the rightActor FAIL deterministic check.", "timestamp": "2026-10-19T04:18:42.300Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:15:06.653Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T04:15:06.616Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:15:06.574Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"lukaskrivka/google-maps-with-contact-details\"", "timestamp": "2026-10-19T04:15:06.501Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used brainy_frostfield/roofing-lead-scraper-google-maps-phone-email; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-19T04:15:06.363Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "brainy_frostfield/roofing-lead-scraper-google-maps-phone-email", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used brainy_frostfield/roofing-lead-scraper-google-maps-phone-email; expected lukaskrivka/google-maps-with-contact-details" }, { "scenarioId": "google-maps-reviews-usage-ritz-trend", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:13:39.559Z", "day": "2026-10-19", "traceId": "d8ee362c0f0812063513f9c59f4dbf4a", "observationId": "1a2db190d4e01263", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d8ee362c0f0812063513f9c59f4dbf4a?observation=1a2db190d4e01263", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "use", "title": "google-maps-reviews / use / ritz-trend", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent computed averages only over non-null stars (excluding 8 null values as confirmed by the harness), reported 4.85 vs 3.56 stars, and stated the trend is UP — fulfilling all parts of the task with data grounded in retrieved results.", "timestamp": "2026-10-19T04:18:42.235Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent computed averages only over non-null stars (excluding 8 null values as confirmed by the harness), reported 4.85 vs 3.56 stars, and stated the trend is UP — fulfilling all parts of the task with data grounded in retrieved results.", "timestamp": "2026-10-19T04:18:42.198Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-19T04:18:42.163Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T04:18:42.127Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "8 of 30 items were missing the 'stars' field (confirmed by harness), forcing the agent to exclude them from averages. The Actor should reliably populate the stars field for all reviews, or document when/why it may be null so consumers can handle it correctly.", "timestamp": "2026-10-19T04:18:42.092Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-19T04:18:42.021Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent computed averages only over non-null stars (excluding 8 null values as confirmed by the harness), reported 4.85 vs 3.56 stars, and stated the trend is UP — fulfilling all parts of the task with data grounded in retrieved results.", "timestamp": "2026-10-19T04:18:41.989Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed two actor runs due to the first URL failing, but it diagnosed the issue and corrected it promptly without unnecessary repetition.", "timestamp": "2026-10-19T04:18:41.957Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first run returned 0 items due to a bad URL format, the agent inspected the STATS key-value store and then retried with a search URL that successfully returned 30 reviews.", "timestamp": "2026-10-19T04:18:41.921Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the 30 items returned from get-dataset-items, listing each reviewer's stars and publishedAtDate to compute averages.", "timestamp": "2026-10-19T04:18:41.886Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The second (successful) run used maxReviews=30, reviewsSort='newest', and a valid Google Maps search URL, matching the task requirements.", "timestamp": "2026-10-19T04:18:41.850Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, get-key-value-store-record, and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-19T04:18:41.814Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:15:26.025Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-19T04:15:25.990Z", "metadata": {} }, "check.stars": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 8 of 30 items missing stars", "timestamp": "2026-10-19T04:15:25.951Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 30 items ok", "timestamp": "2026-10-19T04:15:25.907Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxReviews", "timestamp": "2026-10-19T04:15:25.873Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:15:25.838Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/Google-Maps-Reviews-Scraper, compass/google-maps-reviews-scraper", "timestamp": "2026-10-19T04:15:25.801Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[1-5](\\.\\d+)?\\b/", "timestamp": "2026-10-19T04:15:25.701Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "stars" ], "judgeComment": "PASS: The agent computed averages only over non-null stars (excluding 8 null values as confirmed by the harness), reported 4.85 vs 3.56 stars, and stated the trend is UP — fulfilling all parts of the task with data grounded in retrieved results." }, { "scenarioId": "google-maps-reviews-discovery-ritz", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:14:15.759Z", "day": "2026-10-19", "traceId": "bc3179d05e1ae1813ffdd5bb3d32ecb9", "observationId": "76afb0f722b708a7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/bc3179d05e1ae1813ffdd5bb3d32ecb9?observation=76afb0f722b708a7", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "find", "title": "google-maps-reviews / find / ritz", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent produced a structured summary of praises and complaints grounded in actual review text from the dataset, and ended with 'Actor: compass/Google-Maps-Reviews-Scraper' as required, though only 20 items were retrieved rather than 30 (facts show the successful run had 30 items but the preview showed 20).", "timestamp": "2026-10-19T04:18:42.056Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent produced a structured summary of praises and complaints grounded in actual review text from the dataset, and ended with 'Actor: compass/Google-Maps-Reviews-Scraper' as required, though only 20 items were retrieved rather than 30 (facts show the successful run had 30 items but the preview showed 20).", "timestamp": "2026-10-19T04:18:42.018Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-19T04:18:41.980Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-19T04:18:41.946Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T04:18:41.877Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first call-actor invocation passed startUrls as an array of plain strings rather than objects with a 'url' property, causing an immediate validation failure ('must be object'). This required an extra retry call and wasted compute time.", "timestamp": "2026-10-19T04:18:41.840Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-19T04:18:41.799Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a structured summary of praises and complaints grounded in actual review text from the dataset, and ended with 'Actor: compass/Google-Maps-Reviews-Scraper' as required, though only 20 items were retrieved rather than 30 (facts show the successful run had 30 items but the preview showed 20).", "timestamp": "2026-10-19T04:18:41.762Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent required 3 actor calls: one failed due to input schema error, one returned 0 items due to wrong URL format, and the third succeeded — a minor inefficiency but reasonable given the schema correction needed.", "timestamp": "2026-10-19T04:18:41.726Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first call failed with input validation error (must be object), and the second call succeeded but returned 0 items; the agent then tried a search URL format which succeeded with 20 items (facts confirm 30 items in the final run).", "timestamp": "2026-10-19T04:18:41.686Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and used specific review text from the results (e.g., the umbrella discrimination story, Dale's welcome, Agnes at front desk, Water Tower Suite) to ground the summary.", "timestamp": "2026-10-19T04:18:41.633Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed due to passing a plain string URL instead of an object with a 'url' property; the agent corrected this on the second call and used the proper object format with maxReviews:30 and reviewsSort:'newest'.", "timestamp": "2026-10-19T04:18:41.554Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used compass/Google-Maps-Reviews-Scraper, the intended actor for scraping Google Maps reviews.", "timestamp": "2026-10-19T04:18:41.466Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:16:24.667Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-19T04:16:24.628Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): compass/Google-Maps-Reviews-Scraper run : CALL-FAILED", "timestamp": "2026-10-19T04:16:24.595Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"compass/google-maps-reviews-scraper\"", "timestamp": "2026-10-19T04:16:24.517Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-19T04:16:24.422Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "PASS: The agent produced a structured summary of praises and complaints grounded in actual review text from the dataset, and ended with 'Actor: compass/Google-Maps-Reviews-Scraper' as required, though only 20 items were retrieved rather than 30 (facts show the successful run had 30 items but the preview showed 20)." }, { "scenarioId": "google-maps-extractor-usage-toronto-plumbers", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:14:34.012Z", "day": "2026-10-19", "traceId": "4e248985061638a825f774dbea0b0593", "observationId": "90f67c6d1c336dcf", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4e248985061638a825f774dbea0b0593?observation=90f67c6d1c336dcf", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "use", "title": "google-maps-extractor / use / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 1 of 15 items missing address", "timestamp": "2026-10-19T04:18:30.033Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 1 of 15 items missing address", "timestamp": "2026-10-19T04:18:29.703Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-19T04:18:29.668Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T04:18:29.631Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 1 of 15 items missing address", "timestamp": "2026-10-19T04:18:29.590Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-19T04:18:29.552Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned all 15 plumbers with name, address (noting N/A for the one missing address), phone, and star rating, stated the count of 15, and correctly identified the 6 highest-rated plumbers all tied at 5.0★.", "timestamp": "2026-10-19T04:18:29.513Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch details, run actor, retrieve results — no redundant calls.", "timestamp": "2026-10-19T04:18:29.476Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "One item (PLUMBER ON DEMAND of SCARBOROUGH, ON) had a null address per the fields FAIL check; the agent handled this gracefully by displaying 'N/A' for that entry.", "timestamp": "2026-10-19T04:18:29.444Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 18 numbers in the answer were found in Actor output; the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-10-19T04:18:29.410Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called compass/google-maps-extractor with searchStringsArray=['plumber'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=15, and language='en' — all well-formed and appropriate.", "timestamp": "2026-10-19T04:18:29.376Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-19T04:18:29.295Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:15:09.735Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-19T04:15:09.699Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 18 numbers found in Actor output", "timestamp": "2026-10-19T04:15:09.664Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /[1-5][.][0-9]/", "timestamp": "2026-10-19T04:15:09.628Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 1 of 15 items missing address", "timestamp": "2026-10-19T04:15:09.592Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 15 items ok", "timestamp": "2026-10-19T04:15:09.560Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-19T04:15:09.529Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:15:09.490Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-extractor", "timestamp": "2026-10-19T04:15:09.443Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 1 of 15 items missing address" }, { "scenarioId": "google-maps-extractor-discovery-toronto-plumbers", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:15:06.697Z", "day": "2026-10-19", "traceId": "d8e43d44aaade119b3d74983de43918e", "observationId": "845acb51feb83dfe", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d8e43d44aaade119b3d74983de43918e?observation=845acb51feb83dfe", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "find", "title": "google-maps-extractor / find / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used scrapers_lat/canpages-canada-scraper, lulzasaur/houzz-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-19T04:18:31.640Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used scrapers_lat/canpages-canada-scraper, lulzasaur/houzz-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-19T04:18:31.557Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "scrapers_lat/canpages-canada-scraper", "comment": "Actors the agent ran: scrapers_lat/canpages-canada-scraper, lulzasaur/houzz-scraper", "timestamp": "2026-10-19T04:18:31.525Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T04:18:31.490Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T04:18:31.454Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used scrapers_lat/canpages-canada-scraper, lulzasaur/houzz-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-19T04:18:31.421Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-19T04:18:31.388Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required 15 Toronto plumbers with name, address, phone, website, and rating, but the agent only delivered 1 Toronto plumber and acknowledged failure to meet the requirement of 15 listings.", "timestamp": "2026-10-19T04:18:31.351Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made two actor attempts (canpages then houzz) when the correct actor (compass/google-maps-extractor) was never searched for or tried, representing an inefficient path that never reached the right solution.", "timestamp": "2026-10-19T04:18:31.314Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When canpages-canada-scraper returned 0 items, the agent correctly pivoted to try a different actor (Houzz scraper) rather than giving up, which is reasonable error recovery even though the second actor was also wrong.", "timestamp": "2026-10-19T04:18:31.279Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent correctly used the dataset items returned by the Houzz scraper, accurately identifying that only 1 of the 15 results was actually in Toronto and presenting that data faithfully.", "timestamp": "2026-10-19T04:18:31.240Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The Houzz scraper was called with a Toronto-specific URL (https://www.houzz.com/professionals/plumber/toronto-on-ca) and maxListings:15, which are reasonable inputs for that actor, but the canpages scraper was also called with correct inputs yet returned 0 items.", "timestamp": "2026-10-19T04:18:31.202Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for plumber directory listings and chose scrapers_lat/canpages-canada-scraper (which returned 0 items) and then lulzasaur/houzz-scraper instead of the correct compass/google-maps-extractor or compass/crawler-google-places actors; the rightActor check is FAIL.", "timestamp": "2026-10-19T04:18:31.165Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:16:38.125Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T04:16:38.084Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:16:37.999Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /compass/(google-maps-extractor|crawler-google-places)/", "timestamp": "2026-10-19T04:16:37.964Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used scrapers_lat/canpages-canada-scraper, lulzasaur/houzz-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-19T04:16:37.880Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "scrapers_lat/canpages-canada-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used scrapers_lat/canpages-canada-scraper, lulzasaur/houzz-scraper; expected compass/google-maps-extractor" }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:15:09.771Z", "day": "2026-10-19", "traceId": "9b053edc0eb7374e3b52295db7ceef04", "observationId": "c7c787e232e7625f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9b053edc0eb7374e3b52295db7ceef04?observation=c7c787e232e7625f", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-19T04:18:29.431Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-19T04:18:29.344Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-19T04:18:29.310Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T04:18:29.265Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The actor run produced 10 dataset items (confirmed by facts: '10 dataset items'), but the get-dataset-items call returned only 9 items in its preview and the agent accepted this without noticing the discrepancy or retrying. The agent should have recognized the mismatch between the requested 10 and the 9 returned and attempted to retrieve the missing item.", "timestamp": "2026-10-19T04:18:29.233Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-19T04:18:29.196Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The facts confirm 10 dataset items were retrieved, but the agent reported only 9 (the get-dataset-items preview showed 9 items and the agent accepted that as the full result, missing one item). The task asked for 10 coffee shops and the actor did produce 10, but the agent reported only 9.", "timestamp": "2026-10-19T04:18:29.160Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence (fetch details → call actor → get results) with no redundant calls.", "timestamp": "2026-10-19T04:18:29.122Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 4 numbers in the answer were found in Actor output, and the agent's table directly reflects the dataset items returned by get-dataset-items.", "timestamp": "2026-10-19T04:18:29.084Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=['coffee shop'], locationQuery='Prague, Czech Republic', maxCrawledPlacesPerSearch=10, language='en', and scrapePlaceDetailPage=true — all well-formed and appropriate for the task.", "timestamp": "2026-10-19T04:18:29.001Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-19T04:18:28.914Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:16:08.214Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-19T04:16:08.182Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 4 numbers found in Actor output", "timestamp": "2026-10-19T04:16:08.144Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-19T04:16:08.112Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-19T04:16:08.075Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-19T04:16:08.045Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:16:08.009Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-19T04:16:07.971Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-19T04:16:07.935Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "crawler-google-places-discovery-miami-gyms", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:15:16.773Z", "day": "2026-10-19", "traceId": "83d7ecb1f82f477743a0ea70dc04f4cf", "observationId": "1b231e91c0759b3c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/83d7ecb1f82f477743a0ea70dc04f4cf?observation=1b231e91c0759b3c", "subject": "compass/crawler-google-places", "owner": "google", "skill": "find", "title": "crawler-google-places / find / miami-gyms", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used datamech/apify-google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-19T04:18:31.234Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used datamech/apify-google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-19T04:18:31.135Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "datamech/apify-google-maps-scraper", "comment": "Actors the agent ran: datamech/apify-google-maps-scraper", "timestamp": "2026-10-19T04:18:31.088Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T04:18:31.049Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T04:18:31.013Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used datamech/apify-google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-19T04:18:30.974Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-19T04:18:30.938Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a comprehensive table of 20 Miami gyms with ratings, review counts, and opening hours grounded in retrieved data, fulfilling the task requirements, though it used the wrong actor (datamech instead of compass/crawler-google-places).", "timestamp": "2026-10-19T04:18:30.894Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search-actors calls (first returned no relevant actor, second found the Google Maps scraper), then fetch-actor-details, call-actor, and get-dataset-items — a reasonably direct path with only one extra search call.", "timestamp": "2026-10-19T04:18:30.849Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 dataset items and used the actual data (ratings, review counts, opening hours, phone numbers, addresses) from the tool results in the final answer, matching values visible in the preview (e.g., Planet Fitness 4.5/3110 reviews, Miami Strong Gym 4.9/1004 reviews).", "timestamp": "2026-10-19T04:18:30.809Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called datamech/apify-google-maps-scraper with searchTerms=['gyms in Miami'], maxItems=20, language='en', includeReviews=true, maxReviewsPerPlace=5 — all well-formed and appropriate for the task.", "timestamp": "2026-10-19T04:18:30.747Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors twice and found datamech/apify-google-maps-scraper, which is a functional Google Maps scraper but not the intended compass/crawler-google-places actor. The rightActor check is FAIL per the deterministic facts.", "timestamp": "2026-10-19T04:18:30.697Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:16:05.786Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T04:16:05.751Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:16:05.711Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"compass/crawler-google-places\"", "timestamp": "2026-10-19T04:16:05.680Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used datamech/apify-google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-19T04:16:05.642Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "datamech/apify-google-maps-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used datamech/apify-google-maps-scraper; expected compass/crawler-google-places" }, { "scenarioId": "contact-info-scraper-usage-two-domains-shallow", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:15:26.095Z", "day": "2026-10-19", "traceId": "60c07fce51a8e2b4f4a7bf8b3dc79131", "observationId": "ec99f40f6b2eaaee", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/60c07fce51a8e2b4f4a7bf8b3dc79131?observation=ec99f40f6b2eaaee", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "use", "title": "contact-info / use / two-domains-shallow", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-19T04:18:19.257Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-19T04:18:19.178Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-19T04:18:19.142Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T04:18:19.107Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-19T04:18:19.070Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-19T04:18:19.034Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported emails and social profiles grouped by domain from retrieved data, correctly noting Notion had no emails; however the deterministic check fields FAIL notes 2 of 2 items missing 'url' field and 1 of 2 items missing 'emails' field in the output, though the agent still reported the available data accurately from what was returned.", "timestamp": "2026-10-19T04:18:18.996Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve items — no redundant calls or wasted steps.", "timestamp": "2026-10-19T04:18:18.959Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent's final answer directly reflects the dataset items returned by get-dataset-items, including hello@apify.com for Apify and empty emails for Notion, with social profiles matching the tool output exactly.", "timestamp": "2026-10-19T04:18:18.922Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed both URLs as startUrls, set maxDepth=1 for one-level crawling, sameDomain=true, and mergeContacts=true — all well-formed and matching the task requirements; deterministic checks for urls and depth both PASS.", "timestamp": "2026-10-19T04:18:18.886Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to understand the schema, then call-actor with vdrmota/contact-info-scraper, and get-dataset-items to retrieve results — all appropriate tools for the task.", "timestamp": "2026-10-19T04:18:18.850Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:16:10.164Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-19T04:16:10.135Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-19T04:16:10.094Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 2 items ok", "timestamp": "2026-10-19T04:16:10.060Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): maxDepth", "timestamp": "2026-10-19T04:16:10.026Z", "metadata": {} }, "check.urls": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-19T04:16:09.946Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:16:09.897Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used vdrmota/contact-info-scraper", "timestamp": "2026-10-19T04:16:09.861Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails" }, { "scenarioId": "contact-info-scraper-discovery-notion-website", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:15:26.123Z", "day": "2026-10-19", "traceId": "4e029f8079c0f7cdb10aaf0dfa41e465", "observationId": "5f1e119fd17e943f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4e029f8079c0f7cdb10aaf0dfa41e465?observation=5f1e119fd17e943f", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "find", "title": "contact-info / find / notion-website", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-19T04:18:17.694Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-19T04:18:17.590Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "gio21/website-contact-extractor", "comment": "Actors the agent ran: gio21/website-contact-extractor", "timestamp": "2026-10-19T04:18:17.529Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T04:18:17.488Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T04:18:17.422Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-19T04:18:17.385Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-19T04:18:17.354Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned contact info (social profiles, phone numbers) grounded in retrieved data, fulfilling the user's request, though it used the wrong actor (gio21/website-contact-extractor instead of vdrmota/contact-info-scraper) — the task was functionally completed with real data.", "timestamp": "2026-10-19T04:18:17.314Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls (search, run, fetch) with no redundant steps, which is a direct and efficient path.", "timestamp": "2026-10-19T04:18:17.273Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The initial dataset item count showed 0 (lag), and the agent correctly followed the nextStep instruction to fetch dataset items before concluding, successfully retrieving 1 item.", "timestamp": "2026-10-19T04:18:17.235Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and accurately reported the social media links, phone numbers, and scanned pages from the retrieved data without inventing any values.", "timestamp": "2026-10-19T04:18:17.199Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed {\"websites\": [\"https://www.notion.so\"]} to gio21/website-contact-extractor, which matches that actor's required 'websites' array input schema correctly.", "timestamp": "2026-10-19T04:18:17.121Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors to find a contact scraper, then called gio21/website-contact-extractor instead of the intended vdrmota/contact-info-scraper — the wrong actor was selected from search results, as confirmed by the rightActor FAIL deterministic check.", "timestamp": "2026-10-19T04:18:17.045Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:15:59.989Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T04:15:59.952Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:15:59.911Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"vdrmota/contact-info-scraper\"", "timestamp": "2026-10-19T04:15:59.837Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-19T04:15:59.756Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "gio21/website-contact-extractor", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used gio21/website-contact-extractor; expected vdrmota/contact-info-scraper" }, { "scenarioId": "booking-scraper-usage-amsterdam-three-adults", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:16:00.034Z", "day": "2026-10-19", "traceId": "0159e6accb38d78434df21fd5a3fcf4b", "observationId": "5f759d08087c4373", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0159e6accb38d78434df21fd5a3fcf4b?observation=5f759d08087c4373", "subject": "voyager/booking-scraper", "owner": "google", "skill": "use", "title": "booking / use / amsterdam-three-adults", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-19T04:18:18.545Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-19T04:18:18.469Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-19T04:18:18.430Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T04:18:18.339Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The get-dataset-items result showed 'itemCount':10 and 'totalItemCount':9 — the agent incorrectly reported 9 hotels retrieved instead of 10, misreading the dataset metadata. The Actor and tools performed correctly; the failure was in the agent's interpretation of the output fields.", "timestamp": "2026-10-19T04:18:18.286Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-19T04:18:18.246Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The facts confirm 10 dataset items were retrieved, but the agent reported 9 hotels (misreading the dataset summary which showed 'totalItemCount':9 while 'itemCount':10 was also present); the agent correctly identified cheapest price and highest-rated property from actual data, but the count was wrong.", "timestamp": "2026-10-19T04:18:18.212Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent fetched actor details once, called the actor once, polled twice (needed because it was still running), then fetched dataset items once — a reasonably direct path with no unnecessary repetition.", "timestamp": "2026-10-19T04:18:18.176Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly reported names, prices, and ratings from the returned JSON data (e.g., Dutchies Hostel at €51.07, The Elephant Hostel at 8.9 rating).", "timestamp": "2026-10-19T04:18:18.108Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed search='Amsterdam', checkIn='2026-11-16', checkOut='2026-11-18' (two nights, ~4 weeks from run date of 2026-10-19), adults=3, rooms=1, maxItems=10 — all correct per the task and schema.", "timestamp": "2026-10-19T04:18:18.078Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running voyager/booking-scraper and retrieving results.", "timestamp": "2026-10-19T04:18:18.038Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:17:54.658Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-19T04:17:54.619Z", "metadata": {} }, "check.optFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-19T04:17:54.582Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-19T04:17:54.544Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-19T04:17:54.503Z", "metadata": {} }, "check.adults": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): adults", "timestamp": "2026-10-19T04:17:54.465Z", "metadata": {} }, "check.dates": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-19T04:17:54.429Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxItems", "timestamp": "2026-10-19T04:17:54.356Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:17:54.317Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used voyager/booking-scraper", "timestamp": "2026-10-19T04:17:54.194Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "booking-scraper-discovery-amsterdam-hotels", "experimentId": "351236311eeefac5", "experimentName": "store-actors · claude-haiku-4.5 · 2026-10-19 04:00 · schedule · seoa0", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-4.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T04:16:05.817Z", "day": "2026-10-19", "traceId": "761d5ee55eed7b15c47965d9f37674d3", "observationId": "a69a8f94a26b7d8b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/761d5ee55eed7b15c47965d9f37674d3?observation=a69a8f94a26b7d8b", "subject": "voyager/booking-scraper", "owner": "google", "skill": "find", "title": "booking / find / amsterdam-hotels", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-19T04:18:18.032Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-19T04:18:17.900Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "rl1987/booking-api-scraper", "comment": "Actors the agent ran: rl1987/booking-api-scraper", "timestamp": "2026-10-19T04:18:17.862Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T04:18:17.822Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T04:18:17.789Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-19T04:18:17.756Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T04:18:17.720Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned 10 Amsterdam hotels with prices for the correct two-night stay and identified the cheapest, but used the wrong Actor (rl1987/booking-api-scraper instead of voyager/booking-scraper) as confirmed by the rightActor FAIL deterministic check.", "timestamp": "2026-10-19T04:18:17.689Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made exactly 4 tool calls (search, fetch details, call actor, get dataset) with no redundant steps or retries.", "timestamp": "2026-10-19T04:18:17.654Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run preview showed itemCount=0 initially, but the nextStep hint advised fetching dataset items anyway; the agent followed this and successfully retrieved 10 items — no unrecovered errors.", "timestamp": "2026-10-19T04:18:17.623Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent's final answer lists exactly the 10 hotels with prices matching the dataset items returned by get-dataset-items, and correctly identifies Flying Pig Uptown as cheapest at €86.70.", "timestamp": "2026-10-19T04:18:17.580Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input included search='Amsterdam', checkin='2026-11-19', checkout='2026-11-21' (two nights, ~one month ahead), adults=2, rooms=1, currency='EUR', and maxItems=10 — all well-formed and sensible for the task.", "timestamp": "2026-10-19T04:18:17.544Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task, though it picked rl1987/booking-api-scraper instead of the intended voyager/booking-scraper (rightActor FAIL per deterministic checks).", "timestamp": "2026-10-19T04:18:17.509Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "351236311eeefac5", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T04:16:46.050Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T04:16:46.012Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T04:16:45.931Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"voyager/booking-scraper\"", "timestamp": "2026-10-19T04:16:45.896Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used rl1987/booking-api-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-19T04:16:45.817Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "rl1987/booking-api-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used rl1987/booking-api-scraper; expected voyager/booking-scraper" }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "ef6cce6bf1c327e1", "experimentName": "alias-smoke-after-31", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-19T12:16:14.956Z", "day": "2026-10-19", "traceId": "f8f8278211e1d68288b382c3fef188cf", "observationId": "91a53dafa8204cc5", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f8f8278211e1d68288b382c3fef188cf?observation=91a53dafa8204cc5", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check items: 30 items, expected at most 10", "timestamp": "2026-10-19T12:17:16.545Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "ef6cce6bf1c327e1", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check items: 30 items, expected at most 10", "timestamp": "2026-10-19T12:17:16.454Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "ef6cce6bf1c327e1", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-19T12:17:16.415Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "ef6cce6bf1c327e1", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T12:17:16.355Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "ef6cce6bf1c327e1", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check items: 30 items, expected at most 10", "timestamp": "2026-10-19T12:17:16.316Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "ef6cce6bf1c327e1", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T12:17:16.117Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "ef6cce6bf1c327e1", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 grounded places with all fields and named the highest-rated (Větrníkovo, 5.0), but says 'I retrieved 30', which departs from the 10-place retrieval ask, and the top pick rests on only 16 reviews (though disclosed). Items check FAIL (30 items).", "timestamp": "2026-10-19T12:17:16.018Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "ef6cce6bf1c327e1", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four calls with one redundant second get-dataset-items to check categories, but the path was direct; the 30-item fetch was a deliberate choice yet inflated cost versus the 10-cap.", "timestamp": "2026-10-19T12:17:15.919Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "ef6cce6bf1c327e1", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The table's names, addresses, phones and ratings match the get-dataset-items output (e.g., Větrníkovo 5.0/16, Jedno kafe 4.9/398), and the missing phone for Miners Komunardů is correctly marked 'not listed'; the grounded check passed.", "timestamp": "2026-10-19T12:17:15.784Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "ef6cce6bf1c327e1", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "Input had a sensible search string and location, but maxCrawledPlacesPerSearch=30 exceeded the 10-place cap (deterministic cap check FAIL), and placeMinimumStars was not used to filter for highly-rated places.", "timestamp": "2026-10-19T12:17:15.746Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "ef6cce6bf1c327e1", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the schema with fetch-actor-details, ran the requested compass/crawler-google-places via call-actor, then used get-dataset-items to read results, all appropriate.", "timestamp": "2026-10-19T12:17:15.660Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "ef6cce6bf1c327e1", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:16:58.317Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: items", "timestamp": "2026-10-19T12:16:58.283Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 4 numbers found in Actor output", "timestamp": "2026-10-19T12:16:58.245Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 30 items ok", "timestamp": "2026-10-19T12:16:58.210Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 30 items, expected at most 10", "timestamp": "2026-10-19T12:16:58.170Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): compass/crawler-google-places: maxCrawledPlacesPerSearch = 30 (expected at most 10)", "timestamp": "2026-10-19T12:16:58.126Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:16:58.030Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-19T12:16:57.985Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-19T12:16:57.899Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "cap" ], "judgeComment": "FAIL: check items: 30 items, expected at most 10" }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "ef6cce6bf1c327e1", "experimentName": "alias-smoke-after-31", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-19T12:17:50.808Z", "day": "2026-10-19", "traceId": "8db20a2b7041edf41c809fc2cb88954e", "observationId": "9fb4d11e07a5729a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8db20a2b7041edf41c809fc2cb88954e?observation=9fb4d11e07a5729a", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run hxnaEychrklRKrTiK (compass/crawler-google-places) FAILED; Actor run 5nfOgTNDMwtMpKF41 (compass/crawler-google-places) FAILED; Actor run w4fgAClXRC372izAu (compass/crawler-google-places) FAILED; Actor run goWGDyGb87VVsfTSF (compass/crawler-google-places) FAILED; Actor run gRKVRV0Mld5A4asQU (compass/crawler-google-places) FAILED; Actor run 5PO5kqNPaUZlttag4 (compass/crawler-google-places) FAILED; Actor run AZPKJumtx5499gQ60 (compass/crawler-google-places) FAILED; Actor run tlypIFe9zBaHcZDK9 (compass/crawler-google-places) FAILED; Actor run KggFlGc3ntx4qsxsi (compass/crawler-google-places) FAILED; Actor run BQK0prRQIRlcBhXkM (compass/crawler-google-places) FAILED", "timestamp": "2026-10-19T12:19:03.860Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape, ranOk, items", "timestamp": "2026-10-19T12:19:03.823Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-19T12:19:03.784Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 0 items ok", "timestamp": "2026-10-19T12:19:03.751Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 0 items, expected at least 1", "timestamp": "2026-10-19T12:19:03.711Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10); compass/crawler-google-places: maxCrawledPlacesPerSearch is missing (expected at most 10)", "timestamp": "2026-10-19T12:19:03.675Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 10 Actor run(s), expected at most 2", "timestamp": "2026-10-19T12:19:03.599Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-19T12:19:03.561Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-19T12:19:03.473Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "items", "cap", "ranOk", "shape" ], "judgeComment": null }, { "scenarioId": "zillow-zip-search-usage-scottsdale", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:20:14.218Z", "day": "2026-10-19", "traceId": "51ad1941094782972463bcf944f64ed3", "observationId": "e20c483a13699d07", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/51ad1941094782972463bcf944f64ed3?observation=e20c483a13699d07", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "use", "title": "zillow-zip-search / use / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check forSaleByOwnerTrue: maxcopell/zillow-zip-search: forSaleByOwner = false (expected true)", "timestamp": "2026-10-19T12:37:17.437Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check forSaleByOwnerTrue: maxcopell/zillow-zip-search: forSaleByOwner = false (expected true)", "timestamp": "2026-10-19T12:37:17.322Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-19T12:37:17.282Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T12:37:17.230Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "check forSaleByOwnerTrue: maxcopell/zillow-zip-search: forSaleByOwner = false (expected true)", "timestamp": "2026-10-19T12:37:17.174Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-19T12:37:17.126Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 results retrieved and correctly identified the cheapest home's address and price from real data, fulfilling the task requirements despite the forSaleByOwner flag being set incorrectly.", "timestamp": "2026-10-19T12:37:17.083Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, call actor, retrieve items — no redundant calls.", "timestamp": "2026-10-19T12:37:17.040Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the 10 dataset items and correctly identified the cheapest listing ($199,000 at 6700 E Thomas Road #32) from the actual returned data.", "timestamp": "2026-10-19T12:37:16.965Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent set zipCodes=['85251'], priceMax=800000, resultsLimit=10, forSaleByAgent=true, forRent=false, sold=false, but set forSaleByOwner=false instead of true; the deterministic check forSaleByOwnerTrue is marked FAIL.", "timestamp": "2026-10-19T12:37:16.928Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-19T12:37:16.891Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:20:57.691Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: forSaleByOwnerTrue", "timestamp": "2026-10-19T12:20:57.651Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-10-19T12:20:57.616Z", "metadata": {} }, "check.tenResults": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-19T12:20:57.583Z", "metadata": {} }, "check.priceCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): priceMax", "timestamp": "2026-10-19T12:20:57.544Z", "metadata": {} }, "check.soldFalse": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): sold", "timestamp": "2026-10-19T12:20:57.505Z", "metadata": {} }, "check.forRentFalse": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): forRent", "timestamp": "2026-10-19T12:20:57.468Z", "metadata": {} }, "check.forSaleByOwnerTrue": { "value": 0, "stringValue": null, "comment": "FAIL: maxcopell/zillow-zip-search: forSaleByOwner = false (expected true)", "timestamp": "2026-10-19T12:20:57.431Z", "metadata": {} }, "check.forSaleByAgentTrue": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): forSaleByAgent", "timestamp": "2026-10-19T12:20:57.378Z", "metadata": {} }, "check.requiredFlags": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-19T12:20:57.338Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:20:57.305Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/zillow-zip-search", "timestamp": "2026-10-19T12:20:57.231Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{1,3},\\d{3}/", "timestamp": "2026-10-19T12:20:57.190Z", "metadata": {} } }, "verdict": "fail", "fixArea": "input-schema", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "forSaleByOwnerTrue" ], "judgeComment": "FAIL: check forSaleByOwnerTrue: maxcopell/zillow-zip-search: forSaleByOwner = false (expected true)" }, { "scenarioId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:20:14.219Z", "day": "2026-10-19", "traceId": "4d76300b3f5fc63b361ff488eb4dcdc4", "observationId": "274d3a8f6fd71e18", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4d76300b3f5fc63b361ff488eb4dcdc4?observation=274d3a8f6fd71e18", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "use", "title": "youtube-shorts / use / mrbeast-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent listed all 10 Shorts with their view and like counts, grounded in the retrieved data, fully satisfying the task requirements.", "timestamp": "2026-10-19T12:37:14.747Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent listed all 10 Shorts with their view and like counts, grounded in the retrieved data, fully satisfying the task requirements.", "timestamp": "2026-10-19T12:37:14.708Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-19T12:37:14.673Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:37:14.635Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified the right actor, provided proper inputs, polled for completion, and reported all 10 Shorts with accurate view and like counts from the dataset.", "timestamp": "2026-10-19T12:37:14.593Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T12:37:14.556Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent listed all 10 Shorts with their view and like counts, grounded in the retrieved data, fully satisfying the task requirements.", "timestamp": "2026-10-19T12:37:14.517Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls in a logical sequence: fetch schema, call actor, poll for completion, fetch results — no redundant steps.", "timestamp": "2026-10-19T12:37:14.365Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run was still RUNNING after the initial 45-second wait, and the agent correctly polled again with get-actor-run, successfully retrieving the completed results.", "timestamp": "2026-10-19T12:37:14.327Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 24 numbers in the final answer were found in Actor output, and the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-10-19T12:37:14.288Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called streamers/youtube-shorts-scraper with channels=['MrBeast'], maxResultsShorts=10, and sortChannelShortsBy='POPULAR', matching all required and recommended inputs.", "timestamp": "2026-10-19T12:37:14.247Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for the task.", "timestamp": "2026-10-19T12:37:14.211Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:22:10.617Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-19T12:22:10.562Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 24 numbers found in Actor output", "timestamp": "2026-10-19T12:22:10.515Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-19T12:22:10.476Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-19T12:22:10.433Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResultsShorts", "timestamp": "2026-10-19T12:22:10.387Z", "metadata": {} }, "check.sortPopular": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): sortChannelShortsBy", "timestamp": "2026-10-19T12:22:10.338Z", "metadata": {} }, "check.channelInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): channels[0]", "timestamp": "2026-10-19T12:22:10.260Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:22:10.174Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-19T12:22:10.065Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent listed all 10 Shorts with their view and like counts, grounded in the retrieved data, fully satisfying the task requirements." }, { "scenarioId": "youtube-scraper-discovery-espresso", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:20:14.220Z", "day": "2026-10-19", "traceId": "f071f872c1b4006ee9e539b05e0b72ec", "observationId": "cfe8756506e65139", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f071f872c1b4006ee9e539b05e0b72ec?observation=cfe8756506e65139", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "find", "title": "youtube / find / espresso", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-19T12:37:05.663Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-19T12:37:05.541Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "api-ninja/youtube-search-scraper", "comment": "Actors the agent ran: api-ninja/youtube-search-scraper", "timestamp": "2026-10-19T12:37:05.502Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T12:37:05.465Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:37:05.427Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-19T12:37:05.393Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T12:37:05.294Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered 10 videos with view counts and channel names from the last month, but used the wrong actor (api-ninja/youtube-search-scraper instead of streamers/youtube-scraper) as confirmed by the rightActor and namedActor FAIL checks, meaning the intended actor was never used.", "timestamp": "2026-10-19T12:37:05.254Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls: search, fetch details, run actor, get results — a direct and efficient path with no redundant steps.", "timestamp": "2026-10-19T12:37:05.219Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 40 dataset items and directly used the title, channelTitle, viewCount, and publishDate fields from the dataset to construct the final ranked table.", "timestamp": "2026-10-19T12:37:05.183Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed well-formed inputs to api-ninja/youtube-search-scraper: query='home espresso machine', type='video', uploadDate='month', sortBy='popularity', maxResults=50, videoDepthDetails='basic' — all valid fields matching the actor's schema.", "timestamp": "2026-10-19T12:37:05.146Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task. However, the deterministic check confirms the agent chose api-ninja/youtube-search-scraper instead of the intended streamers/youtube-scraper, meaning the wrong actor was selected from the store search results.", "timestamp": "2026-10-19T12:37:05.106Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:21:09.650Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T12:21:09.609Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:21:09.575Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"streamers/youtube-scraper\"", "timestamp": "2026-10-19T12:21:09.494Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-19T12:21:09.406Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "api-ninja/youtube-search-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper" }, { "scenarioId": "youtube-shorts-scraper-discovery-mrbeast-popular", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:20:14.220Z", "day": "2026-10-19", "traceId": "eed895727afbd5c074ee75c1eff845c3", "observationId": "238059fd74205b79", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/eed895727afbd5c074ee75c1eff845c3?observation=238059fd74205b79", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "find", "title": "youtube-shorts / find / mrbeast-popular", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used easyapi/youtube-channel-shorts-scraper; expected streamers/youtube-shorts-scraper", "timestamp": "2026-10-19T12:37:07.933Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used easyapi/youtube-channel-shorts-scraper; expected streamers/youtube-shorts-scraper", "timestamp": "2026-10-19T12:37:07.824Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "easyapi/youtube-channel-shorts-scraper", "comment": "Actors the agent ran: easyapi/youtube-channel-shorts-scraper", "timestamp": "2026-10-19T12:37:07.790Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T12:37:07.753Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T12:37:07.717Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used easyapi/youtube-channel-shorts-scraper; expected streamers/youtube-shorts-scraper", "timestamp": "2026-10-19T12:37:07.680Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T12:37:07.648Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned a ranked top-10 list of MrBeast Shorts with view counts and URLs grounded in retrieved data, fulfilling the task requirements despite using the wrong actor.", "timestamp": "2026-10-19T12:37:07.610Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search, fetch details, run actor, get dataset — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-19T12:37:07.573Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the dataset items and sorted them by view count to produce the top 10 list, using actual data from the tool results (e.g., 'Guess The Animal' at 919M views matches the preview).", "timestamp": "2026-10-19T12:37:07.535Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly passed channelUrls with the MrBeast channel URL and maxItems=100, which are the required fields per the input schema.", "timestamp": "2026-10-19T12:37:07.498Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used easyapi/youtube-channel-shorts-scraper instead of the intended streamers/youtube-shorts-scraper; the rightActor check is FAIL, meaning the wrong actor was selected even though a more appropriate one exists.", "timestamp": "2026-10-19T12:37:07.461Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:21:23.030Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T12:21:22.986Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{3,}/", "timestamp": "2026-10-19T12:21:22.947Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:21:22.908Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"streamers/youtube-shorts-scraper\"", "timestamp": "2026-10-19T12:21:22.822Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used easyapi/youtube-channel-shorts-scraper; expected streamers/youtube-shorts-scraper", "timestamp": "2026-10-19T12:21:22.739Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "easyapi/youtube-channel-shorts-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used easyapi/youtube-channel-shorts-scraper; expected streamers/youtube-shorts-scraper" }, { "scenarioId": "youtube-scraper-usage-espresso-engagement", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:20:14.220Z", "day": "2026-10-19", "traceId": "d8330b71a8052d14289a26b15587f3aa", "observationId": "9aa9c403fa4b4b1e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d8330b71a8052d14289a26b15587f3aa?observation=9aa9c403fa4b4b1e", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "use", "title": "youtube / use / espresso-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements.", "timestamp": "2026-10-19T12:37:09.085Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements.", "timestamp": "2026-10-19T12:37:09.042Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-19T12:37:09.005Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:37:08.968Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified the right actor, ran it with proper inputs, retrieved 5 items, and reported accurate engagement data for each video.", "timestamp": "2026-10-19T12:37:08.929Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-19T12:37:08.892Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements.", "timestamp": "2026-10-19T12:37:08.855Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls (fetch details, run actor, get items) with no redundant steps.", "timestamp": "2026-10-19T12:37:08.808Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run preview showed 3 items but the dataset fetch returned 5; the agent noted the inconsistency and correctly used the 5 actual items returned.", "timestamp": "2026-10-19T12:37:08.768Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 11 numbers in the final answer were found in Actor output; the agent directly used the dataset items returned by get-dataset-items.", "timestamp": "2026-10-19T12:37:08.728Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries=[\"home espresso machine review\"], maxResults=5, and sortingOrder=\"relevance\" — all well-formed and appropriate for the task.", "timestamp": "2026-10-19T12:37:08.691Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-19T12:37:08.654Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:20:59.001Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-19T12:20:58.958Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 11 numbers found in Actor output", "timestamp": "2026-10-19T12:20:58.918Z", "metadata": {} }, "check.engagementFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-19T12:20:58.880Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-19T12:20:58.847Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-19T12:20:58.814Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:20:58.776Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-scraper", "timestamp": "2026-10-19T12:20:58.742Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-19T12:20:58.709Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents all 5 videos with views, likes, and comment counts in a clear table, fully satisfying the task requirements." }, { "scenarioId": "tiktok-scraper-usage-protein-coffee", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:20:14.220Z", "day": "2026-10-19", "traceId": "fc71cceeef0a6fff96ba770ba6da5248", "observationId": "67f7d7a0eca631aa", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/fc71cceeef0a6fff96ba770ba6da5248?observation=67f7d7a0eca631aa", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "use", "title": "tiktok / use / protein-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the top 10 videos by play count with real play counts grounded in retrieved data, fulfilling the task of finding the 10 most-played 'protein coffee recipe' videos.", "timestamp": "2026-10-19T12:37:12.867Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the top 10 videos by play count with real play counts grounded in retrieved data, fulfilling the task of finding the 10 most-played 'protein coffee recipe' videos.", "timestamp": "2026-10-19T12:37:12.828Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-19T12:37:12.791Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:37:12.742Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor was used, inputs were well-formed, results were grounded in retrieved data, no errors occurred, the plan was efficient, and the task was completed successfully.", "timestamp": "2026-10-19T12:37:12.695Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-19T12:37:12.659Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the top 10 videos by play count with real play counts grounded in retrieved data, fulfilling the task of finding the 10 most-played 'protein coffee recipe' videos.", "timestamp": "2026-10-19T12:37:12.590Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls: one to fetch schema, one to run the actor, and one to retrieve dataset items — a direct and efficient path.", "timestamp": "2026-10-19T12:37:12.556Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The deterministic check 'grounded (answer.grounded): PASS — all 20 numbers found in Actor output' confirms the play counts in the final answer came from the retrieved dataset.", "timestamp": "2026-10-19T12:37:12.516Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchQueries:[\"protein coffee recipe\"], searchSection:\"/video\", and resultsPerPage:50, which are all valid fields per the schema and appropriate for the task.", "timestamp": "2026-10-19T12:37:12.470Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with clockworks/tiktok-scraper, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-19T12:37:12.433Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:20:51.343Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-19T12:20:51.310Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 20 numbers found in Actor output", "timestamp": "2026-10-19T12:20:51.271Z", "metadata": {} }, "check.plays": { "value": 1, "stringValue": null, "comment": "PASS (warn): 50 items ok", "timestamp": "2026-10-19T12:20:51.218Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:20:51.179Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-scraper", "timestamp": "2026-10-19T12:20:51.085Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-19T12:20:51.006Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the top 10 videos by play count with real play counts grounded in retrieved data, fulfilling the task of finding the 10 most-played 'protein coffee recipe' videos." }, { "scenarioId": "tiktok-scraper-discovery-cleantok", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:20:51.585Z", "day": "2026-10-19", "traceId": "e27307d3c825ae7e6fa5688b79c193bc", "observationId": "1eb45ccd153ee62a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e27307d3c825ae7e6fa5688b79c193bc?observation=1eb45ccd153ee62a", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "find", "title": "tiktok / find / cleantok", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-19T12:37:03.083Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-19T12:37:02.960Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "clockworks/tiktok-hashtag-scraper", "comment": "Actors the agent ran: clockworks/tiktok-hashtag-scraper", "timestamp": "2026-10-19T12:37:02.918Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T12:37:02.877Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:37:02.836Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-19T12:37:02.788Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T12:37:02.752Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered a detailed summary of trending #cleantok content with real engagement numbers and ended with 'Actor: clockworks/tiktok-hashtag-scraper', but the deterministic check namedActor is FAIL because the answer does not contain 'clockworks/tiktok-scraper' (the intended actor), and rightActor is FAIL because the wrong sibling actor was used.", "timestamp": "2026-10-19T12:37:02.716Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls: search, fetch details, call actor, get dataset items — a direct and minimal path to the answer.", "timestamp": "2026-10-19T12:37:02.654Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items with specific fields and used the actual returned data (play counts, like counts, video descriptions, author names) to build the summary, citing real numbers like 53.4M plays and 258K saves.", "timestamp": "2026-10-19T12:37:02.602Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed {hashtags: ['cleantok'], resultsPerPage: 20} which correctly targets the #cleantok hashtag and caps results at 20 as required.", "timestamp": "2026-10-19T12:37:02.562Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for 'TikTok hashtag' and selected clockworks/tiktok-hashtag-scraper, which is a sibling of the intended clockworks/tiktok-scraper; the rightActor check is marked FAIL, but the chosen actor is purpose-built for hashtag scraping and succeeded with 20 items.", "timestamp": "2026-10-19T12:37:02.527Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:21:46.908Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T12:21:46.865Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:21:46.827Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-scraper\"", "timestamp": "2026-10-19T12:21:46.736Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-19T12:21:46.642Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "clockworks/tiktok-hashtag-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper" }, { "scenarioId": "tiktok-profile-scraper-usage-apifylife-latest-five", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:20:57.726Z", "day": "2026-10-19", "traceId": "8e65a5fb372c70ca8af1dde6557ecfd1", "observationId": "7f7c2d260cf1a563", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8e65a5fb372c70ca8af1dde6557ecfd1?observation=7f7c2d260cf1a563", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "use", "title": "tiktok-profile / use / apifylife-latest-five", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer reports 193 followers and 5 most recent videos with play counts (294, 586, 813, 476, 368), all grounded in actual Actor output, fully satisfying the task requirements.", "timestamp": "2026-10-19T12:37:00.386Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer reports 193 followers and 5 most recent videos with play counts (294, 586, 813, 476, 368), all grounded in actual Actor output, fully satisfying the task requirements.", "timestamp": "2026-10-19T12:37:00.348Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-19T12:37:00.308Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:37:00.264Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly identified and used the right actor, formed valid inputs, recovered from the pinned-post issue, and delivered a fully grounded answer.", "timestamp": "2026-10-19T12:37:00.230Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-19T12:37:00.190Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports 193 followers and 5 most recent videos with play counts (294, 586, 813, 476, 368), all grounded in actual Actor output, fully satisfying the task requirements.", "timestamp": "2026-10-19T12:37:00.148Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran the actor twice (10 total items flagged by the 'items' FAIL check), but the second run was a deliberate improvement to exclude pinned posts for a more accurate answer, which is a reasonable decision rather than pointless repetition.", "timestamp": "2026-10-19T12:37:00.113Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first run returned pinned posts mixed with recent ones; the agent recognized this and reran with excludePinnedPosts=true to get the true latest videos — a reasonable and effective recovery.", "timestamp": "2026-10-19T12:37:00.073Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the dataset items returned (fans=193, playCount values 294/586/813/476/368) in its final answer, all confirmed grounded by the harness.", "timestamp": "2026-10-19T12:37:00.025Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Both runs used profiles=['apifylife'], profileSorting='latest', resultsPerPage=5, profileScrapeSections=['videos'], which are well-formed and appropriate inputs.", "timestamp": "2026-10-19T12:36:59.976Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with clockworks/tiktok-profile-scraper, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-19T12:36:59.938Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:21:59.236Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-19T12:21:59.203Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 13 numbers found in Actor output", "timestamp": "2026-10-19T12:21:59.151Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-19T12:21:59.113Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 10 items, expected at most 5", "timestamp": "2026-10-19T12:21:59.068Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): resultsPerPage", "timestamp": "2026-10-19T12:21:59.030Z", "metadata": {} }, "check.profileInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): profiles[0]", "timestamp": "2026-10-19T12:21:58.938Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:21:58.890Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-19T12:21:58.795Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items" ], "judgeComment": "PASS: The final answer reports 193 followers and 5 most recent videos with play counts (294, 586, 813, 476, 368), all grounded in actual Actor output, fully satisfying the task requirements." }, { "scenarioId": "tiktok-profile-scraper-discovery-apifylife-followers", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:20:59.036Z", "day": "2026-10-19", "traceId": "b2305050490299cc9836dec6e24b5666", "observationId": "874f7f501d6c3b6c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b2305050490299cc9836dec6e24b5666?observation=874f7f501d6c3b6c", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "find", "title": "tiktok-profile / find / apifylife-followers", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used memo23/tiktok-scraper; expected clockworks/tiktok-profile-scraper", "timestamp": "2026-10-19T12:36:58.341Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used memo23/tiktok-scraper; expected clockworks/tiktok-profile-scraper", "timestamp": "2026-10-19T12:36:58.226Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "memo23/tiktok-scraper", "comment": "Actors the agent ran: memo23/tiktok-scraper", "timestamp": "2026-10-19T12:36:58.183Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T12:36:58.142Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:36:58.098Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used memo23/tiktok-scraper; expected clockworks/tiktok-profile-scraper", "timestamp": "2026-10-19T12:36:58.012Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T12:36:57.976Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent provided the follower count (193) and 5 recent videos with captions, URLs, and engagement stats, fulfilling the task requirements, though using the wrong actor (memo23/tiktok-scraper instead of clockworks/tiktok-profile-scraper) and the answer does not contain the expected actor name.", "timestamp": "2026-10-19T12:36:57.913Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search, fetch details, call actor, get dataset items) in a logical sequence with no redundant steps.", "timestamp": "2026-10-19T12:36:57.863Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the dataset items returned (follower count 193, video captions, URLs, play/like/comment/share counts) to construct the final answer without fabricating data.", "timestamp": "2026-10-19T12:36:57.814Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Given the chosen actor (memo23/tiktok-scraper), the inputs were well-formed: mode='profile', input=['@apifylife'], includeVideos=true, maxVideosPerProfile=5 — all required fields present and sensible.", "timestamp": "2026-10-19T12:36:57.781Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used memo23/tiktok-scraper instead of the intended clockworks/tiktok-profile-scraper; the rightActor check is FAIL, meaning the wrong actor was selected despite a search returning multiple candidates.", "timestamp": "2026-10-19T12:36:57.738Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:21:29.970Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T12:21:29.934Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{2,}/", "timestamp": "2026-10-19T12:21:29.891Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:21:29.856Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-profile-scraper\"", "timestamp": "2026-10-19T12:21:29.785Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/tiktok-scraper; expected clockworks/tiktok-profile-scraper", "timestamp": "2026-10-19T12:21:29.702Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "memo23/tiktok-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used memo23/tiktok-scraper; expected clockworks/tiktok-profile-scraper" }, { "scenarioId": "tiktok-comments-scraper-usage-top-level-only", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:21:09.805Z", "day": "2026-10-19", "traceId": "1b155204ecb0d27f353a15851c98378a", "observationId": "d139e7b5c81ad573", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1b155204ecb0d27f353a15851c98378a?observation=d139e7b5c81ad573", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "use", "title": "tiktok-comments / use / top-level-only", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent correctly reported the top 5 most-liked comments with their like counts, usernames, and text, all grounded in the retrieved dataset, fulfilling the task completely.", "timestamp": "2026-10-19T12:36:53.379Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent correctly reported the top 5 most-liked comments with their like counts, usernames, and text, all grounded in the retrieved dataset, fulfilling the task completely.", "timestamp": "2026-10-19T12:36:53.342Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-19T12:36:53.304Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:36:53.264Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent selected the right actor, provided correct inputs, retrieved and used the data accurately, and delivered a complete, grounded answer.", "timestamp": "2026-10-19T12:36:53.226Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-19T12:36:53.190Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent correctly reported the top 5 most-liked comments with their like counts, usernames, and text, all grounded in the retrieved dataset, fulfilling the task completely.", "timestamp": "2026-10-19T12:36:53.143Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, get results — no redundant calls or retries.", "timestamp": "2026-10-19T12:36:53.094Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved all 20 dataset items and correctly sorted by diggCount to identify the top 5 comments, with all 9 numbers verified as grounded in Actor output (grounded check PASS).", "timestamp": "2026-10-19T12:36:53.053Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct video URL in postURLs, set commentsPerPost=20, topLevelCommentsPerPost=20, and maxRepliesPerComment=0, matching all deterministic checks (videoUrl, cap, noReplies all PASS).", "timestamp": "2026-10-19T12:36:53.016Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for discovering the schema, running the actor, and retrieving results.", "timestamp": "2026-10-19T12:36:52.977Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:21:40.332Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-19T12:21:40.290Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 9 numbers found in Actor output", "timestamp": "2026-10-19T12:21:40.242Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-19T12:21:40.201Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-19T12:21:40.156Z", "metadata": {} }, "check.noReplies": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxRepliesPerComment", "timestamp": "2026-10-19T12:21:40.117Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): commentsPerPost", "timestamp": "2026-10-19T12:21:40.069Z", "metadata": {} }, "check.videoUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): postURLs[0]", "timestamp": "2026-10-19T12:21:40.027Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:21:39.938Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-19T12:21:39.843Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent correctly reported the top 5 most-liked comments with their like counts, usernames, and text, all grounded in the retrieved dataset, fulfilling the task completely." }, { "scenarioId": "tiktok-comments-scraper-discovery-video-top-comments", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:21:23.081Z", "day": "2026-10-19", "traceId": "5c5a1d39766d2002ca4995c0d71426d6", "observationId": "ebf8ed7a2b5f7c6d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5c5a1d39766d2002ca4995c0d71426d6?observation=ebf8ed7a2b5f7c6d", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "find", "title": "tiktok-comments / find / video-top-comments", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-19T12:36:50.659Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-19T12:36:50.559Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-comments-scraper", "timestamp": "2026-10-19T12:36:50.511Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-19T12:36:50.468Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T12:36:50.432Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The agent fabricated or misattributed at least two of the top 5 comments (@annyortega_32 with 379,557 likes and @mancuntmurdock with 212,267 likes) that do not appear in the dataset preview, indicating the model hallucinated data rather than strictly reporting what was retrieved.", "timestamp": "2026-10-19T12:36:50.392Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T12:36:50.349Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent listed 5 comments with like counts and text, but comments #1 and #3 (@annyortega_32 with 379,557 likes and @mancuntmurdock with 212,267 likes) do not appear in the dataset preview, suggesting the agent may have invented or misattributed some entries not visible in the truncated preview, while #2, #4, and #5 are confirmed in the preview data.", "timestamp": "2026-10-19T12:36:50.311Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search-actors, fetch-actor-details, call-actor, and get-dataset-items — a direct and efficient path with no redundant calls.", "timestamp": "2026-10-19T12:36:50.260Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 300 dataset items and sorted by diggCount to identify the top 5 most-liked comments, using actual data from the tool results (e.g., @dontfalowvhickmenstudio with 372,545 likes and @whoisadwoa with 201,469 likes are visible in the preview).", "timestamp": "2026-10-19T12:36:50.189Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct video URL in postURLs, set commentsPerPost to 300, and maxRepliesPerComment to 0, which are all sensible inputs for the task.", "timestamp": "2026-10-19T12:36:50.137Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used clockworks/tiktok-comments-scraper, the intended actor for extracting TikTok comments, confirmed by the deterministic rightActor check passing.", "timestamp": "2026-10-19T12:36:50.094Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:22:29.541Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-19T12:22:29.484Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-19T12:22:29.443Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:22:29.405Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-comments-scraper\"", "timestamp": "2026-10-19T12:22:29.295Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-19T12:22:29.194Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "indeed-scraper-usage-swe-skills", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:21:30.053Z", "day": "2026-10-19", "traceId": "6892f153f04c4c1ead36626bfb0da34c", "observationId": "56fd0e6297ec8681", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6892f153f04c4c1ead36626bfb0da34c?observation=56fd0e6297ec8681", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "use", "title": "indeed / use / swe-skills", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 20 software engineer job postings, analyzed their full descriptions with a keyword-counting script, and reported the top 5 skills (Testing, Communication, Collaboration/teamwork, Debugging, REST APIs) with posting counts and mention totals, fully satisfying the task.", "timestamp": "2026-10-19T12:36:49.058Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 20 software engineer job postings, analyzed their full descriptions with a keyword-counting script, and reported the top 5 skills (Testing, Communication, Collaboration/teamwork, Debugging, REST APIs) with posting counts and mention totals, fully satisfying the task.", "timestamp": "2026-10-19T12:36:48.988Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-19T12:36:48.925Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:36:48.891Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the actor ran successfully, the agent used the correct input fields, recovered from the Python error, and delivered a grounded skill-frequency analysis from the 20 retrieved descriptions.", "timestamp": "2026-10-19T12:36:48.845Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-19T12:36:48.812Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 20 software engineer job postings, analyzed their full descriptions with a keyword-counting script, and reported the top 5 skills (Testing, Communication, Collaboration/teamwork, Debugging, REST APIs) with posting counts and mention totals, fully satisfying the task.", "timestamp": "2026-10-19T12:36:48.775Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct path: fetch schema → run actor → get items → write analysis script → fix a bug in the script → run it → report results, with no unnecessary repetition or redundant calls.", "timestamp": "2026-10-19T12:36:48.739Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When python3 was not found (exit code 127), the agent immediately checked available interpreters, found Node.js, rewrote the analysis script in JavaScript, and successfully ran it.", "timestamp": "2026-10-19T12:36:48.707Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the 20 dataset items, saved them to disk, wrote a Node.js script to count skill keywords across the actual description text, ran it, and based the final answer directly on those counts (e.g., Testing: 18 postings, Communication: 17, etc.).", "timestamp": "2026-10-19T12:36:48.670Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed position='software engineer', maxItemsPerSearch=20, country='US', saveOnlyUniqueItems=true to the actor, which are all valid fields per the schema; however the deterministic check flags that 'maxItems' is missing — the correct field is 'maxItemsPerSearch' which the agent did use, so the cap check failure is a harness naming issue, not an agent error. The actor ran and returned exactly 20 items.", "timestamp": "2026-10-19T12:36:48.633Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with misceres/indeed-scraper, then get-dataset-items to retrieve the 20 results, and finally Bash/Write/Edit to analyze descriptions — all appropriate tools for the task.", "timestamp": "2026-10-19T12:36:48.587Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:22:43.493Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-19T12:22:43.455Z", "metadata": {} }, "check.descriptions": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-19T12:22:43.410Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-19T12:22:43.366Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): misceres/indeed-scraper: maxItems is missing (expected at most 20)", "timestamp": "2026-10-19T12:22:43.328Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:22:43.289Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used misceres/indeed-scraper", "timestamp": "2026-10-19T12:22:43.246Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-10-19T12:22:43.209Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "PASS: The agent retrieved 20 software engineer job postings, analyzed their full descriptions with a keyword-counting script, and reported the top 5 skills (Testing, Communication, Collaboration/teamwork, Debugging, REST APIs) with posting counts and mention totals, fully satisfying the task." }, { "scenarioId": "indeed-scraper-discovery-denver-marketing", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:21:40.368Z", "day": "2026-10-19", "traceId": "7c824802986b66581caa35f05f99c3b6", "observationId": "b571859fc8b3fa86", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7c824802986b66581caa35f05f99c3b6?observation=b571859fc8b3fa86", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "find", "title": "indeed / find / denver-marketing", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used valig/indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-19T12:36:46.136Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used valig/indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-19T12:36:46.018Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "valig/indeed-jobs-scraper", "comment": "Actors the agent ran: valig/indeed-jobs-scraper", "timestamp": "2026-10-19T12:36:45.981Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T12:36:45.948Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:36:45.916Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used valig/indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-19T12:36:45.878Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T12:36:45.844Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered a table of 10 Denver-area Marketing Coordinator postings with salary ranges and company ratings as requested, but used the wrong actor (valig/indeed-jobs-scraper instead of misceres/indeed-scraper), and the namedActor check FAILed because the answer does not contain 'misceres/indeed-scraper'.", "timestamp": "2026-10-19T12:36:45.783Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls (search-actors, fetch-actor-details, call-actor, get-dataset-items) in a logical sequence with no redundant steps.", "timestamp": "2026-10-19T12:36:45.747Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned fields (title, baseSalary, employer.name, employer.ratingsValue, employer.ratingsCount, location.city) to populate the benchmark table in the final answer.", "timestamp": "2026-10-19T12:36:45.713Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called valig/indeed-jobs-scraper with country='us', title='Marketing Coordinator', location='Denver, CO', and limit=10, which are all well-formed and appropriate inputs for the task.", "timestamp": "2026-10-19T12:36:45.676Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Indeed scrapers and found multiple options including the intended misceres/indeed-scraper, but chose valig/indeed-jobs-scraper instead; the rightActor check is FAIL because the intended actor was misceres/indeed-scraper.", "timestamp": "2026-10-19T12:36:45.640Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:22:20.032Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T12:22:19.984Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:22:19.944Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"misceres/indeed-scraper\"", "timestamp": "2026-10-19T12:22:19.860Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used valig/indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-19T12:22:19.770Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "valig/indeed-jobs-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used valig/indeed-jobs-scraper; expected misceres/indeed-scraper" }, { "scenarioId": "amazon-reviews-scraper-usage-helpful-thirty", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:21:46.959Z", "day": "2026-10-19", "traceId": "04459e6f09197f4b1e1d582694894d07", "observationId": "9b47c284a8927828", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/04459e6f09197f4b1e1d582694894d07?observation=9b47c284a8927828", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "use", "title": "amazon-reviews / use / helpful-thirty", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent delivered 3 complaint themes and 3 praise themes grounded in the actual retrieved review text, fulfilling the task despite only 10 reviews being available instead of 30.", "timestamp": "2026-10-19T12:36:42.534Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent delivered 3 complaint themes and 3 praise themes grounded in the actual retrieved review text, fulfilling the task despite only 10 reviews being available instead of 30.", "timestamp": "2026-10-19T12:36:42.497Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-19T12:36:42.463Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:36:42.425Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly used the Actor, handled the free-tier limitation gracefully, and produced a well-grounded summary of complaints and praises from the retrieved data.", "timestamp": "2026-10-19T12:36:42.390Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-19T12:36:42.355Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered 3 complaint themes and 3 praise themes grounded in the actual retrieved review text, fulfilling the task despite only 10 reviews being available instead of 30.", "timestamp": "2026-10-19T12:36:42.307Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls: fetch schema, run actor, get results — a direct and minimal path with no redundant calls.", "timestamp": "2026-10-19T12:36:42.272Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The Actor returned only 10 items instead of 30 due to free-tier limits; the agent acknowledged this limitation, explained why, and offered alternatives (upgrade plan or filter by ratings), which is a reasonable response.", "timestamp": "2026-10-19T12:36:42.232Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 reviews and grounded all complaints and praises in specific review content (e.g., quiet speaker from reviews 2 and 7, Europe purse recovery from review 6), not generic guesses.", "timestamp": "2026-10-19T12:36:42.198Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed productUrls with the correct URL, maxReviews:30, sort:'helpful', and includeGdprSensitive:false — all well-formed and matching the schema.", "timestamp": "2026-10-19T12:36:42.161Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-19T12:36:42.122Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:22:42.354Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-19T12:22:42.281Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-19T12:22:42.239Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-19T12:22:42.203Z", "metadata": {} }, "check.sortHelpful": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): sort", "timestamp": "2026-10-19T12:22:42.164Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxReviews", "timestamp": "2026-10-19T12:22:42.130Z", "metadata": {} }, "check.productUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): productUrls[0].url", "timestamp": "2026-10-19T12:22:42.091Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:22:42.053Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-19T12:22:42.009Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent delivered 3 complaint themes and 3 praise themes grounded in the actual retrieved review text, fulfilling the task despite only 10 reviews being available instead of 30." }, { "scenarioId": "amazon-reviews-scraper-discovery-product-complaints", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:21:59.280Z", "day": "2026-10-19", "traceId": "8c4c9475a033f0c7a4769d1069f47edb", "observationId": "f94ef2884fd71f76", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8c4c9475a033f0c7a4769d1069f47edb?observation=f94ef2884fd71f76", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "find", "title": "amazon-reviews / find / product-complaints", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-19T12:36:38.656Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-19T12:36:38.543Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: junglee/amazon-reviews-scraper", "timestamp": "2026-10-19T12:36:38.503Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-19T12:36:38.466Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T12:36:38.430Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The actor ran successfully and returned 10 items with a clear status message '✅ Here are your 10 Amazon reviews. To access more reviews in a single run, upgrade to the Starter plan.' The actor did its part within free-tier constraints; the gap is that the agent could not retrieve the requested 30 reviews due to platform tier limitations, not due to any actor or tooling failure. The agent correctly identified and reported this limitation.", "timestamp": "2026-10-19T12:36:38.397Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T12:36:38.363Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task asked for 30 reviews but only 10 were retrieved due to the free-tier cap; the agent provided a summary grounded in the 10 available reviews but could not fulfill the full 30-review requirement, making the task only partially completed.", "timestamp": "2026-10-19T12:36:38.323Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls: search-actors, fetch-actor-details, call-actor, get-dataset-items — a direct and minimal path with no redundant calls.", "timestamp": "2026-10-19T12:36:38.287Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The free-tier cap limited results to 10 instead of 30; the agent acknowledged this limitation transparently, explained why it happened, and offered alternatives (upgrading plan or running extra batches by star rating).", "timestamp": "2026-10-19T12:36:38.248Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 dataset items and directly cited specific review content (e.g., the purse/passport story in Europe, speaker loudness complaints, precision finding limits) to build the praises and complaints summary.", "timestamp": "2026-10-19T12:36:38.212Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct product URL, set maxReviews to 30, sort to 'helpful', filterByRatings to 'allStars', and includeGdprSensitive to false — all well-formed and appropriate for the task.", "timestamp": "2026-10-19T12:36:38.176Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-reviews-scraper, the intended actor for extracting Amazon product reviews, confirmed by the deterministic rightActor PASS.", "timestamp": "2026-10-19T12:36:38.138Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:22:54.602Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-19T12:22:54.530Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:22:54.491Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-reviews-scraper\"", "timestamp": "2026-10-19T12:22:54.451Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-19T12:22:54.403Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "amazon-crawler-usage-earbuds-search-url", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:22:10.656Z", "day": "2026-10-19", "traceId": "6e2910a0b6b7fcab68fa1760d427e814", "observationId": "b342e0fb8d515940", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6e2910a0b6b7fcab68fa1760d427e814?observation=b342e0fb8d515940", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "use", "title": "amazon / use / earbuds-search-url", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent delivered a table of all 10 products with prices and ratings as scraped; one item lacked a price (confirmed by the field FAIL check) but the agent reported this honestly, and the answer matches the shape regex with prices like $13.96.", "timestamp": "2026-10-19T12:36:35.243Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent delivered a table of all 10 products with prices and ratings as scraped; one item lacked a price (confirmed by the field FAIL check) but the agent reported this honestly, and the answer matches the shape regex with prices like $13.96.", "timestamp": "2026-10-19T12:36:35.204Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-19T12:36:35.168Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:36:35.137Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The missing price on item 2 is a data availability issue from Amazon's search page, not an agent or actor failure, and the agent handled it correctly.", "timestamp": "2026-10-19T12:36:35.099Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-19T12:36:35.065Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a table of all 10 products with prices and ratings as scraped; one item lacked a price (confirmed by the field FAIL check) but the agent reported this honestly, and the answer matches the shape regex with prices like $13.96.", "timestamp": "2026-10-19T12:36:35.022Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence: fetch schema, run actor, get results — no redundant or wasted calls.", "timestamp": "2026-10-19T12:36:34.986Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "One item (position 2) had no price field (matching the deterministic FAIL on 'field' check), and the agent correctly noted 'not returned' rather than inventing a value, handling the missing data honestly.", "timestamp": "2026-10-19T12:36:34.953Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the dataset items returned by get-dataset-items to populate the final table, including exact price values, star ratings, and review counts from the scraped data.", "timestamp": "2026-10-19T12:36:34.919Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed categoryOrProductUrls with the correct search URL, set maxItemsPerStartUrl=10, maxSearchPagesPerStartUrl=1, and scrapeProductDetails=false — all well-formed and sensible inputs matching the schema.", "timestamp": "2026-10-19T12:36:34.877Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/amazon-crawler, fetched actor details first, then called the actor, then retrieved dataset items — all appropriate tools for the task.", "timestamp": "2026-10-19T12:36:34.812Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:22:38.538Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-19T12:22:38.502Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-19T12:22:38.465Z", "metadata": {} }, "check.field": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 1 of 10 items fail price exists undefined", "timestamp": "2026-10-19T12:22:38.428Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-19T12:22:38.382Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxItemsPerStartUrl", "timestamp": "2026-10-19T12:22:38.343Z", "metadata": {} }, "check.searchUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): categoryOrProductUrls[0].url", "timestamp": "2026-10-19T12:22:38.303Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:22:38.257Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-crawler", "timestamp": "2026-10-19T12:22:38.179Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "field" ], "judgeComment": "PASS: The agent delivered a table of all 10 products with prices and ratings as scraped; one item lacked a price (confirmed by the field FAIL check) but the agent reported this honestly, and the answer matches the shape regex with prices like $13.96." }, { "scenarioId": "amazon-crawler-discovery-wireless-earbuds", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:22:20.066Z", "day": "2026-10-19", "traceId": "2c21d799249e554ab930876389b23428", "observationId": "4d100fc3adaa4fe2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2c21d799249e554ab930876389b23428?observation=4d100fc3adaa4fe2", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "find", "title": "amazon / find / wireless-earbuds", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned 10 wireless earbuds with prices and ratings from actual scraped data, ended with 'Actor: junglee/amazon-crawler', and all deterministic checks passed including shape (price format) and namedActor.", "timestamp": "2026-10-19T12:36:34.530Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned 10 wireless earbuds with prices and ratings from actual scraped data, ended with 'Actor: junglee/amazon-crawler', and all deterministic checks passed including shape (price format) and namedActor.", "timestamp": "2026-10-19T12:36:34.494Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: junglee/Amazon-crawler", "timestamp": "2026-10-19T12:36:34.454Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-19T12:36:34.420Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:36:34.383Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered the right actor, called it with proper arguments, utilized the results accurately, and delivered a complete answer grounded in retrieved data.", "timestamp": "2026-10-19T12:36:34.351Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T12:36:34.321Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned 10 wireless earbuds with prices and ratings from actual scraped data, ended with 'Actor: junglee/amazon-crawler', and all deterministic checks passed including shape (price format) and namedActor.", "timestamp": "2026-10-19T12:36:34.287Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls in a logical sequence: search-actors, fetch-actor-details, call-actor, get-dataset-items — a direct and minimal path to the result.", "timestamp": "2026-10-19T12:36:34.251Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent's final table directly reflects the dataset items returned by get-dataset-items, including exact prices, ratings, review counts, and ASINs from the tool result, with honest 'not shown' for missing fields rather than invented values.", "timestamp": "2026-10-19T12:36:34.217Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed a well-formed Amazon search URL with popularity-rank sort, set maxItemsPerStartUrl=10, maxSearchPagesPerStartUrl=1, and scrapeProductDetails=false for efficiency — all valid inputs matching the schema.", "timestamp": "2026-10-19T12:36:34.182Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used junglee/Amazon-crawler, the intended actor for Amazon product scraping, confirmed by the deterministic rightActor PASS check.", "timestamp": "2026-10-19T12:36:34.142Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:22:52.965Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-19T12:22:52.927Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-19T12:22:52.881Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:22:52.841Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-crawler\"", "timestamp": "2026-10-19T12:22:52.762Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/Amazon-crawler", "timestamp": "2026-10-19T12:22:52.689Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned 10 wireless earbuds with prices and ratings from actual scraped data, ended with 'Actor: junglee/amazon-crawler', and all deterministic checks passed including shape (price format) and namedActor." }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:22:29.589Z", "day": "2026-10-19", "traceId": "0feae0c8f765463cb377e897d8c56939", "observationId": "8d2d3e12e6be9b63", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0feae0c8f765463cb377e897d8c56939?observation=8d2d3e12e6be9b63", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check startUrl: apify/website-content-crawler: startUrls[0].url = \"https://docs.apify.com/get-started\" (expected to match /docs\\.apify\\.com/platform/)", "timestamp": "2026-10-19T12:36:32.059Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check startUrl: apify/website-content-crawler: startUrls[0].url = \"https://docs.apify.com/get-started\" (expected to match /docs\\.apify\\.com/platform/)", "timestamp": "2026-10-19T12:36:31.973Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-19T12:36:31.937Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:36:31.901Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "check startUrl: apify/website-content-crawler: startUrls[0].url = \"https://docs.apify.com/get-started\" (expected to match /docs\\.apify\\.com/platform/)", "timestamp": "2026-10-19T12:36:31.858Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-19T12:36:31.808Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent ran out of turns before delivering a final summary report; the deterministic checks show startUrl FAIL (used get-started not platform), sectionFilter FAIL (no includeUrlGlobs), saveHtml FAIL (saveHtml not set, only saveHtmlAsFile which may not be the correct parameter), and items FAIL (20 items across 2 runs). The task was not properly completed.", "timestamp": "2026-10-19T12:36:31.753Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran two full crawls (20 total items per facts) because the first run's start URL was wrong, and the second run still lacked proper includeUrlGlobs and saveHtml settings, making the approach inefficient and requiring a retry.", "timestamp": "2026-10-19T12:36:31.685Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first run crawled outside the platform section (academy, api pages), the agent recognized the problem and launched a second run with more targeted start URLs, showing reasonable error recovery even if the fix was imperfect.", "timestamp": "2026-10-19T12:36:31.649Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and used the htmlUrl fields to download HTML files via Bash, and used ReadMcpResourceTool to get clean text - all grounded in actual tool results.", "timestamp": "2026-10-19T12:36:31.577Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first run used startUrls=[{url:'https://docs.apify.com/get-started'}] (not the platform URL as required by startUrl check FAIL), and neither run set includeUrlGlobs or saveHtml=true (both FAIL per deterministic checks). The second run also omitted saveHtml and includeUrlGlobs.", "timestamp": "2026-10-19T12:36:31.544Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, get-dataset-items, Bash, and ReadMcpResourceTool - all appropriate for the task of crawling with apify/website-content-crawler and retrieving results.", "timestamp": "2026-10-19T12:36:31.470Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:27:18.255Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: startUrl", "timestamp": "2026-10-19T12:27:18.218Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 20 items, expected at most 10", "timestamp": "2026-10-19T12:27:18.160Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true)", "timestamp": "2026-10-19T12:27:18.113Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs = [] (expected to be set); apify/website-content-crawler: includeUrlGlobs = [] (expected to be set)", "timestamp": "2026-10-19T12:27:18.068Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxCrawlPages", "timestamp": "2026-10-19T12:27:18.025Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: apify/website-content-crawler: startUrls[0].url = \"https://docs.apify.com/get-started\" (expected to match /docs\\.apify\\.com/platform/)", "timestamp": "2026-10-19T12:27:17.983Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:27:17.938Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-19T12:27:17.893Z", "metadata": {} } }, "verdict": "fail", "fixArea": "input-schema", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter", "startUrl" ], "judgeComment": "FAIL: check startUrl: apify/website-content-crawler: startUrls[0].url = \"https://docs.apify.com/get-started\" (expected to match /docs\\.apify\\.com/platform/)" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:22:38.576Z", "day": "2026-10-19", "traceId": "43012d29a4269b6c27678180780c4ff6", "observationId": "8686d153510e4ec7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/43012d29a4269b6c27678180780c4ff6?observation=8686d153510e4ec7", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-19T12:36:25.201Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:36:25.123Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The Actor ran successfully and returned 21 items with metadata.title fields available, but the agent's session timed out before calling get-dataset-items to retrieve titles and before writing the required 'Actor: apify/website-content-crawler' closing line - this is a reasoning/execution failure by the agent, not an Actor problem.", "timestamp": "2026-10-19T12:36:25.085Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-19T12:36:25.047Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required reporting the page count AND titles of five pages; the agent confirmed 21 pages but never retrieved or reported any page titles, and the final answer line 'Actor: ' was never written - the namedActor check also FAILed confirming 'apify/website-content-crawler' was not in the answer.", "timestamp": "2026-10-19T12:36:25.005Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made reasonable polling calls (3 get-actor-run calls) while waiting for the crawl to complete, which was necessary given the run took ~185 seconds.", "timestamp": "2026-10-19T12:36:24.966Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent used the run results (21 items confirmed from get-actor-run tool result) and reported the count accurately, but the session timed out before the agent could fetch dataset items to report five page titles.", "timestamp": "2026-10-19T12:36:24.923Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed startUrls with the academy URL, crawlerType='playwright:adaptive', maxCrawlPages=20, saveMarkdown=true, and proxyConfiguration - all well-formed and appropriate for the task.", "timestamp": "2026-10-19T12:36:24.881Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/website-content-crawler, which is specifically designed for LLM-ready text/Markdown extraction, not raw HTML scrapers like Cheerio or Web Scraper.", "timestamp": "2026-10-19T12:36:24.840Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-19T12:27:39.286Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor", "timestamp": "2026-10-19T12:27:39.255Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawlPages", "timestamp": "2026-10-19T12:27:39.216Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-19T12:27:39.177Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:27:39.122Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-19T12:27:39.035Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-19T12:27:38.955Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "namedActor" ], "judgeComment": null }, { "scenarioId": "web-scraper-usage-coinmarketcap-top-ten", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:22:42.393Z", "day": "2026-10-19", "traceId": "0dd0664064fd381031e756b12cb6d6f3", "observationId": "4cdaf413616ca475", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0dd0664064fd381031e756b12cb6d6f3?observation=4cdaf413616ca475", "subject": "apify/web-scraper", "owner": "universe", "skill": "use", "title": "web / use / coinmarketcap-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents all 10 top cryptocurrencies by market cap with names and prices sourced directly from the scraped data, fulfilling the task requirements.", "timestamp": "2026-10-19T12:36:23.889Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents all 10 top cryptocurrencies by market cap with names and prices sourced directly from the scraped data, fulfilling the task requirements.", "timestamp": "2026-10-19T12:36:23.848Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-19T12:36:23.810Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:36:23.773Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly selected the tool, formed valid inputs, utilized retrieved data, recovered from the minor row-count issue, and delivered a complete answer.", "timestamp": "2026-10-19T12:36:23.728Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-19T12:36:23.689Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents all 10 top cryptocurrencies by market cap with names and prices sourced directly from the scraped data, fulfilling the task requirements.", "timestamp": "2026-10-19T12:36:23.652Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed two Actor runs because the first page function sliced only 10 rows without accounting for the non-coin CMC20 index row; a single run with a slightly larger slice would have sufficed, but the second run was a reasonable and quick correction.", "timestamp": "2026-10-19T12:36:23.614Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first run returned only 9 coins because the CMC20 index row occupied slot 1; the agent recognized this and reran with a wider slice (13 rows) to capture the 10th cryptocurrency.", "timestamp": "2026-10-19T12:36:23.571Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the scraped data from get-dataset-items (dataset Dm6EWXRRSBj88f81S and 17PeVxso0hVA4DGmi) to populate the final answer table with exact prices matching the tool results.", "timestamp": "2026-10-19T12:36:23.526Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Both runs used correct inputs: startUrls with coinmarketcap.com, maxPagesPerCrawl:1, maxCrawlingDepth:0, injectJQuery:true, and a valid pageFunction extracting table rows.", "timestamp": "2026-10-19T12:36:23.448Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used apify/web-scraper (confirmed by deterministic checks) and fetch-actor-details to understand the schema before running.", "timestamp": "2026-10-19T12:36:23.403Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:24:11.002Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-19T12:24:10.963Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\$\\s?\\d[\\d,]*\\.\\d{2}/", "timestamp": "2026-10-19T12:24:10.922Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 items ok", "timestamp": "2026-10-19T12:24:10.875Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxPagesPerCrawl", "timestamp": "2026-10-19T12:24:10.841Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): pageFunction", "timestamp": "2026-10-19T12:24:10.800Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): startUrls[0].url", "timestamp": "2026-10-19T12:24:10.767Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:24:10.687Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-10-19T12:24:10.607Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents all 10 top cryptocurrencies by market cap with names and prices sourced directly from the scraped data, fulfilling the task requirements." }, { "scenarioId": "web-scraper-discovery-waterstones-headless", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:22:43.528Z", "day": "2026-10-19", "traceId": "05b1232bb9805c33b48770111c044822", "observationId": "35861506a5a7d1bc", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/05b1232bb9805c33b48770111c044822?observation=35861506a5a7d1bc", "subject": "apify/web-scraper", "owner": "universe", "skill": "find", "title": "web / find / waterstones-headless", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents exactly 10 product names and prices from the Waterstones science fiction/fantasy/horror category page, grounded in real dataset results, with the Actor name on the last line as required.", "timestamp": "2026-10-19T12:36:23.934Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents exactly 10 product names and prices from the Waterstones science fiction/fantasy/horror category page, grounded in real dataset results, with the Actor name on the last line as required.", "timestamp": "2026-10-19T12:36:23.895Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/web-scraper", "timestamp": "2026-10-19T12:36:23.857Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-19T12:36:23.818Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:36:23.782Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The second run failed with 'TypeError: Cannot read properties of undefined (reading waitForSelector')' because web-scraper's pageFunction runs in the browser context where context.page is not available. A clearer error message or documentation note about the pageFunction execution context would have prevented this extra run.", "timestamp": "2026-10-19T12:36:23.750Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "10 tool calls valid", "timestamp": "2026-10-19T12:36:23.713Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents exactly 10 product names and prices from the Waterstones science fiction/fantasy/horror category page, grounded in real dataset results, with the Actor name on the last line as required.", "timestamp": "2026-10-19T12:36:23.673Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed 3 runs due to two distinct errors (proxy block and incorrect API usage), but each retry addressed a real problem and the path was reasonably direct with no pointless repetition beyond necessary error recovery.", "timestamp": "2026-10-19T12:36:23.633Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "Run 1 got a 403 from datacenter proxy; agent switched to residential proxy. Run 2 failed due to incorrect use of context.page (not available in web-scraper's pageFunction context); agent rewrote the function to use document directly, and run 3 succeeded with 10 items.", "timestamp": "2026-10-19T12:36:23.558Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from giWZJE6zPLOcx77n2 and directly presented the 10 returned items (productName, price, url) in the final answer table without inventing any data.", "timestamp": "2026-10-19T12:36:23.516Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent provided well-formed inputs including startUrls, maxPagesPerCrawl:1, maxResultsPerCrawl:10, a pageFunction extracting productName and price, and proxyConfiguration. The third run correctly removed the invalid context.page usage and used document directly.", "timestamp": "2026-10-19T12:36:23.325Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/web-scraper, the official Apify browser-based scraper that runs real Chrome, which is exactly what the task required for a JavaScript-heavy site.", "timestamp": "2026-10-19T12:36:23.240Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:24:47.577Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-19T12:24:47.536Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 3 run(s): maxPagesPerCrawl", "timestamp": "2026-10-19T12:24:47.487Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): pageFunction", "timestamp": "2026-10-19T12:24:47.402Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 3 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:24:47.294Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/web-scraper\"", "timestamp": "2026-10-19T12:24:47.252Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-10-19T12:24:47.159Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents exactly 10 product names and prices from the Waterstones science fiction/fantasy/horror category page, grounded in real dataset results, with the Actor name on the last line as required." }, { "scenarioId": "rag-web-browser-usage-sf-startups-markdown", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:22:53.002Z", "day": "2026-10-19", "traceId": "b8346cf7dd5196c36fd46c1546d0bde8", "observationId": "c772134e04a130e2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b8346cf7dd5196c36fd46c1546d0bde8?observation=c772134e04a130e2", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "use", "title": "rag-web-browser / use / sf-startups-markdown", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents all 5 results with URLs and two-line summaries drawn from the scraped Markdown, fulfilling the task requirements completely.", "timestamp": "2026-10-19T12:36:15.614Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents all 5 results with URLs and two-line summaries drawn from the scraped Markdown, fulfilling the task requirements completely.", "timestamp": "2026-10-19T12:36:15.577Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-19T12:36:15.542Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:36:15.511Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly selected the actor, formed valid inputs, recovered from the first failed run, and delivered a complete answer grounded in retrieved data.", "timestamp": "2026-10-19T12:36:15.474Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "13 tool calls valid", "timestamp": "2026-10-19T12:36:15.436Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents all 5 results with URLs and two-line summaries drawn from the scraped Markdown, fulfilling the task requirements completely.", "timestamp": "2026-10-19T12:36:15.401Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one extra run due to the first run returning no items, which was necessary; however, it then fetched dataset items 5 separate times (once per item) after an initial failed bulk fetch, adding some inefficiency, though this was driven by token limits.", "timestamp": "2026-10-19T12:36:15.364Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first run (SjcYffXnP0jmbm6pr) returned 0 items; the agent recognized this, retried with debugMode=true and scrapingTool='browser-playwright', and the second run (PXttDxyUBXRrpDQPC) succeeded with 5 items.", "timestamp": "2026-10-19T12:36:15.318Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and extracted URLs, titles, and summaries directly from the returned Markdown content (e.g., citing Anthropic, Perplexity, Glean from the actual page text), not from memory.", "timestamp": "2026-10-19T12:36:15.285Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Both calls to call-actor used the correct query string 'fastest growing startups in San Francisco 2026', maxResults=5, and outputFormats=['markdown'], matching the schema requirements.", "timestamp": "2026-10-19T12:36:15.240Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with apify/rag-web-browser, and get-dataset-items to retrieve results — all appropriate tools for the task.", "timestamp": "2026-10-19T12:36:15.202Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:25:53.013Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-19T12:25:52.971Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-10-19T12:25:52.931Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-19T12:25:52.890Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxResults", "timestamp": "2026-10-19T12:25:52.846Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): query", "timestamp": "2026-10-19T12:25:52.805Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:25:52.715Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/rag-web-browser", "timestamp": "2026-10-19T12:25:52.622Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents all 5 results with URLs and two-line summaries drawn from the scraped Markdown, fulfilling the task requirements completely." }, { "scenarioId": "rag-web-browser-discovery-web-search-with-sources", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:22:54.640Z", "day": "2026-10-19", "traceId": "1f53b6145c81a44653106e2198e7532e", "observationId": "75a8533b60c9cda0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1f53b6145c81a44653106e2198e7532e?observation=75a8533b60c9cda0", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "find", "title": "rag-web-browser / find / web-search-with-sources", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-19T12:36:11.567Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-19T12:36:11.444Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "none", "comment": "the agent ran no Actor", "timestamp": "2026-10-19T12:36:11.407Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T12:36:11.370Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:36:11.334Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-19T12:36:11.274Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent answered the James Bond box office question with sourced data and URLs, but failed to use apify/rag-web-browser as required, and explicitly stated 'Actor: none' instead of the required Actor name.", "timestamp": "2026-10-19T12:36:11.236Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent issued three parallel WebFetch calls after one WebSearch, which is reasonably efficient, but the entire approach bypassed the required Apify Actor entirely.", "timestamp": "2026-10-19T12:36:11.198Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted figures from the fetched pages (e.g., The James Bond Dossier's exact dollar amounts and LoveMoney's quoted sentences) and attributed them correctly.", "timestamp": "2026-10-19T12:36:11.162Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The WebSearch query 'highest grossing James Bond movies box office worldwide list' and the WebFetch URLs were well-formed and sensible for the underlying information need.", "timestamp": "2026-10-19T12:36:11.112Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used WebSearch and WebFetch (generic browser tools) instead of discovering and running the Apify apify/rag-web-browser Actor as required by the task; no Actor run was triggered at all.", "timestamp": "2026-10-19T12:36:11.075Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:24:13.949Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, query", "timestamp": "2026-10-19T12:24:13.911Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-10-19T12:24:13.869Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-19T12:24:13.831Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-19T12:24:13.786Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/rag-web-browser\"", "timestamp": "2026-10-19T12:24:13.750Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-19T12:24:13.708Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "none", "infraOk": true, "failedChecks": [ "query", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser" }, { "scenarioId": "cheerio-scraper-usage-foyles-manga-two-hops", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:24:11.039Z", "day": "2026-10-19", "traceId": "fdbe6cfed8e2aae56f25b09499c74e5c", "observationId": "d565af3e57862ca3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/fdbe6cfed8e2aae56f25b09499c74e5c?observation=d565af3e57862ca3", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "use", "title": "cheerio / use / foyles-manga-two-hops", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-19T12:36:09.802Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-19T12:36:09.656Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-19T12:36:09.608Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T12:36:09.568Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "The Actor returned '403 status code - Request blocked' errors on every retry even with Apify proxy enabled. The error message gave no actionable guidance on which proxy tier or configuration could bypass the block, leaving the agent unable to proceed. A clearer error or automatic fallback to residential proxies when datacenter proxies are blocked would have helped complete the task.", "timestamp": "2026-10-19T12:36:09.531Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-19T12:36:09.488Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The deterministic check confirms 0 dataset items were returned, and no book title/price JSON objects were produced; the task required 5 books with title and price keys which were never delivered.", "timestamp": "2026-10-19T12:36:09.418Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent did a sensible pre-inspection with curl and a probe run before committing to the full crawl, which is reasonable, though it never attempted the full crawl with different proxy settings (e.g., residential proxies) that might have bypassed the block.", "timestamp": "2026-10-19T12:36:09.386Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the 403 block was encountered, the agent correctly diagnosed the issue, explained it clearly, and offered three reasonable alternative paths forward rather than blindly retrying.", "timestamp": "2026-10-19T12:36:09.335Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the dataset items showing 403 errors and accurately reported the blocking issue based on the actual error messages returned.", "timestamp": "2026-10-19T12:36:09.285Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent configured the actor with the correct startUrl, a pageFunction, proxyConfiguration, and appropriate crawl limits, though the probe run used maxPagesPerCrawl=1 and maxCrawlingDepth=0 rather than the full task parameters (depth=2, cap=20).", "timestamp": "2026-10-19T12:36:09.234Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly chose apify/cheerio-scraper as specified in the task, fetched actor details first, and used appropriate tools (Bash for pre-inspection, call-actor, get-dataset-items).", "timestamp": "2026-10-19T12:36:09.184Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:25:03.297Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-19T12:25:03.253Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 items, expected at least 1", "timestamp": "2026-10-19T12:25:03.208Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerCrawl", "timestamp": "2026-10-19T12:25:03.165Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawlingDepth", "timestamp": "2026-10-19T12:25:03.122Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): pageFunction", "timestamp": "2026-10-19T12:25:03.085Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-19T12:25:03.048Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:25:02.965Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/cheerio-scraper", "timestamp": "2026-10-19T12:25:02.875Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "cheerio-scraper-discovery-ikea-static-catalog", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:24:13.984Z", "day": "2026-10-19", "traceId": "bc7028789e5b2ad931b1fe2758e7ddee", "observationId": "ceb67f984e87f6bc", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/bc7028789e5b2ad931b1fe2758e7ddee?observation=ceb67f984e87f6bc", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "find", "title": "cheerio / find / ikea-static-catalog", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-19T12:36:07.963Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-19T12:36:07.871Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "pintostudio/ikea-products-bycategory", "comment": "Actors the agent ran: pintostudio/ikea-products-bycategory", "timestamp": "2026-10-19T12:36:07.831Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T12:36:07.788Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:36:07.739Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-19T12:36:07.702Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-19T12:36:07.656Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent used the wrong actor (pintostudio/ikea-products-bycategory instead of apify/cheerio-scraper), did not write a pageFunction, did not use a lightweight HTML scraper as requested, and the deterministic checks confirm rightActor, namedActor, pageFunction, and pageCap all FAIL.", "timestamp": "2026-10-19T12:36:07.615Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent checked two actor details before running (pintostudio and happyendpoint), which added a step, but then ran the actor and recovered from the jq error with a few extra calls — reasonably direct overall though not optimal.", "timestamp": "2026-10-19T12:36:07.576Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the dataset fetch exceeded token limits and the first jq query failed with a type error, the agent probed the structure and corrected the jq path to successfully extract the data.", "timestamp": "2026-10-19T12:36:07.527Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the dataset, used jq to parse the nested JSON structure, and presented real product names and prices extracted from the actual run output.", "timestamp": "2026-10-19T12:36:07.488Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed a valid categoryUrl, localeCode, page, and perPage to pintostudio/ikea-products-bycategory, which are all required/valid fields for that actor, so the inputs were well-formed for the actor it chose.", "timestamp": "2026-10-19T12:36:07.452Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for IKEA actors and found pintostudio/ikea-products-bycategory, but the task explicitly asked for a lightweight, non-headless-browser HTML scraper — the correct tool was apify/cheerio-scraper, which the agent never found or considered.", "timestamp": "2026-10-19T12:36:07.412Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:25:11.168Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-10-19T12:25:11.129Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): pintostudio/ikea-products-bycategory: maxPagesPerCrawl is missing (expected at most 5)", "timestamp": "2026-10-19T12:25:11.094Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: pintostudio/ikea-products-bycategory: pageFunction is missing (expected to be set)", "timestamp": "2026-10-19T12:25:11.054Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:25:11.012Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/cheerio-scraper\"", "timestamp": "2026-10-19T12:25:10.934Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-19T12:25:10.851Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "pintostudio/ikea-products-bycategory", "infraOk": true, "failedChecks": [ "pageCap", "pageFunction", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper" }, { "scenarioId": "ai-web-scraper-usage-apify-store-first-page", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:24:47.623Z", "day": "2026-10-19", "traceId": "9f3c8bd466ea72707f26f30d39b0be40", "observationId": "b4b54a27c1c82c13", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9f3c8bd466ea72707f26f30d39b0be40?observation=b4b54a27c1c82c13", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "use", "title": "ai-web / use / apify-store-first-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned a complete table with all 36 Actors from the first page of apify.com/store, including name, description, rating, and number of users, all drawn from the retrieved dataset items.", "timestamp": "2026-10-19T12:36:02.634Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned a complete table with all 36 Actors from the first page of apify.com/store, including name, description, rating, and number of users, all drawn from the retrieved dataset items.", "timestamp": "2026-10-19T12:36:02.582Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-19T12:36:02.549Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:36:02.512Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right tools, provided correct inputs, used retrieved data faithfully, ran efficiently, and delivered a complete answer fulfilling the task.", "timestamp": "2026-10-19T12:36:02.465Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-19T12:36:02.425Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned a complete table with all 36 Actors from the first page of apify.com/store, including name, description, rating, and number of users, all drawn from the retrieved dataset items.", "timestamp": "2026-10-19T12:36:02.382Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made exactly 3 tool calls in a logical sequence (fetch schema → run actor → get results) with no redundant or repeated calls.", "timestamp": "2026-10-19T12:36:02.341Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from C0VxSqtKXFkcC3l4b and directly used the returned data array to populate the table, matching the fields (name, description, rating, number_of_users) from the tool result.", "timestamp": "2026-10-19T12:36:02.298Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed startUrls with the correct URL, extractionMode='single', a clear prompt requesting name/description/rating/users, maxPagesToVisit=1, and maxCrawlDepth=0 — all well-formed and appropriate for single-page extraction.", "timestamp": "2026-10-19T12:36:02.260Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to get the input schema, then call-actor to run apify/ai-web-scraper, then get-dataset-items to retrieve results — all appropriate tools for this task.", "timestamp": "2026-10-19T12:36:02.220Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:25:57.808Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-19T12:25:57.764Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-19T12:25:57.731Z", "metadata": {} }, "check.onePage": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesToVisit", "timestamp": "2026-10-19T12:25:57.693Z", "metadata": {} }, "check.promptGiven": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): prompt", "timestamp": "2026-10-19T12:25:57.654Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-19T12:25:57.614Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:25:57.577Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-10-19T12:25:57.536Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned a complete table with all 36 Actors from the first page of apify.com/store, including name, description, rating, and number of users, all drawn from the retrieved dataset items." }, { "scenarioId": "ai-web-scraper-discovery-climate-articles-three-sites", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:25:03.330Z", "day": "2026-10-19", "traceId": "ab513dc2ed2986d1019a588f5573c773", "observationId": "64b1d44c2eb51cce", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ab513dc2ed2986d1019a588f5573c773?observation=64b1d44c2eb51cce", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "find", "title": "ai-web / find / climate-articles-three-sites", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used automation-lab/news-article-extractor, chimerical_quicklime/guardian-scraper, khadinakbar/reuters-news-scraper; expected apify/ai-web-scraper", "timestamp": "2026-10-19T12:35:58.970Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used automation-lab/news-article-extractor, chimerical_quicklime/guardian-scraper, khadinakbar/reuters-news-scraper; expected apify/ai-web-scraper", "timestamp": "2026-10-19T12:35:58.885Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "automation-lab/news-article-extractor", "comment": "Actors the agent ran: automation-lab/news-article-extractor, chimerical_quicklime/guardian-scraper, khadinakbar/reuters-news-scraper", "timestamp": "2026-10-19T12:35:58.850Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T12:35:58.814Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:35:58.772Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used automation-lab/news-article-extractor, chimerical_quicklime/guardian-scraper, khadinakbar/reuters-news-scraper; expected apify/ai-web-scraper", "timestamp": "2026-10-19T12:35:58.738Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "16 tool calls valid", "timestamp": "2026-10-19T12:35:58.704Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required up to 5 articles with title, author, and publication date from all three specified sites; the agent failed to retrieve any Guardian or Reuters climate articles, got 0 author names for BBC articles, and the final answer does not fulfill the requirement of reporting counts and examples from all three sites.", "timestamp": "2026-10-19T12:35:58.671Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 8 actor runs across 3 different actors with multiple retries, far exceeding the expected 1-3 runs; it also searched for Guardian and Reuters specific actors separately instead of using the single correct ai-web-scraper actor from the start.", "timestamp": "2026-10-19T12:35:58.628Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When runs returned 0 items, the agent retried with different parameters (RSS URLs, different section filters, different queries) and tried alternative actors, showing reasonable recovery attempts, though ultimately unsuccessful.", "timestamp": "2026-10-19T12:35:58.589Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent faithfully reported the actual dataset items retrieved (5 BBC articles with titles and dates) and correctly noted that Guardian and Reuters returned 0 items, grounding its answer in real tool results.", "timestamp": "2026-10-19T12:35:58.539Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The inputs provided to the chosen actors were generally well-formed (correct field names, reasonable values), but since the wrong actors were selected, correctness of arguments is moot; the BBC RSS URL was a reasonable workaround and did return data.", "timestamp": "2026-10-19T12:35:58.501Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent never searched for or used apify/ai-web-scraper (the intended no-code, describe-what-you-want extractor); instead it chose automation-lab/news-article-extractor, chimerical_quicklime/guardian-scraper, and khadinakbar/reuters-news-scraper, none of which are the correct tool for this task.", "timestamp": "2026-10-19T12:35:58.462Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:27:05.232Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T12:27:05.188Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: maxPagesToVisit is missing (expected at most 20); automation-lab/news-article-extractor: maxPagesToVisit is missing (expected at most 20); automation-lab/news-article-extractor: maxPagesToVisit is missing (expected at most 20); chimerical_quicklime/guardian-scraper: maxPagesToVisit is missing (expected at most 20); khadinakbar/reuters-news-scraper: maxPagesToVisit is missing (expected at most 20); chimerical_quicklime/guardian-scraper: maxPagesToVisit is missing (expected at most 20); khadinakbar/reuters-news-scraper: maxPagesToVisit is missing (expected at most 20); chimerical_quicklime/guardian-scraper: maxPagesToVisit is missing (expected at most 20)", "timestamp": "2026-10-19T12:27:05.150Z", "metadata": {} }, "check.promptGiven": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: prompt is missing (expected to be set); automation-lab/news-article-extractor: prompt is missing (expected to be set); automation-lab/news-article-extractor: prompt is missing (expected to be set); chimerical_quicklime/guardian-scraper: prompt is missing (expected to be set); khadinakbar/reuters-news-scraper: prompt is missing (expected to be set); chimerical_quicklime/guardian-scraper: prompt is missing (expected to be set); khadinakbar/reuters-news-scraper: prompt is missing (expected to be set); chimerical_quicklime/guardian-scraper: prompt is missing (expected to be set)", "timestamp": "2026-10-19T12:27:05.114Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 8 Actor run(s), expected at most 3", "timestamp": "2026-10-19T12:27:05.067Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/ai-web-scraper\"", "timestamp": "2026-10-19T12:27:04.961Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used automation-lab/news-article-extractor, chimerical_quicklime/guardian-scraper, khadinakbar/reuters-news-scraper; expected apify/ai-web-scraper", "timestamp": "2026-10-19T12:27:04.871Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "automation-lab/news-article-extractor", "infraOk": true, "failedChecks": [ "pageCap", "promptGiven", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used automation-lab/news-article-extractor, chimerical_quicklime/guardian-scraper, khadinakbar/reuters-news-scraper; expected apify/ai-web-scraper" }, { "scenarioId": "zillow-zip-search-discovery-scottsdale", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:25:11.209Z", "day": "2026-10-19", "traceId": "b3cf12efed534f587d094e47b31c6846", "observationId": "368b2833f2814247", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b3cf12efed534f587d094e47b31c6846?observation=368b2833f2814247", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "find", "title": "zillow-zip-search / find / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used delicious_zebu/zillow-property-data-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-19T12:35:55.781Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used delicious_zebu/zillow-property-data-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-19T12:35:55.696Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "delicious_zebu/zillow-property-data-scraper", "comment": "Actors the agent ran: delicious_zebu/zillow-property-data-scraper", "timestamp": "2026-10-19T12:35:55.660Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T12:35:55.612Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:35:55.560Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used delicious_zebu/zillow-property-data-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-19T12:35:55.524Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-19T12:35:55.487Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered 10 real addresses with prices all under $800,000 in ZIP 85251, but used the wrong actor (delicious_zebu instead of maxcopell/zillow), and the answer does not contain 'maxcopell/zillow' per the namedActor FAIL check.", "timestamp": "2026-10-19T12:35:55.452Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two search-actor calls (one for Zillow, one for Realtor) before settling on an actor, adding a minor detour, but the overall path was reasonably direct with fetch-details, call-actor, and get-dataset-items.", "timestamp": "2026-10-19T12:35:55.407Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the dataset item count showed 0 immediately after the run, the agent correctly followed the nextStep hint and called get-dataset-items, successfully retrieving all 10 listings.", "timestamp": "2026-10-19T12:35:55.366Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned addresses and prices in the final answer, matching the tool output exactly.", "timestamp": "2026-10-19T12:35:55.326Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed forSaleLocations: ['85251'], forSalePriceMax: 800000, and maxItems: 10, which are well-formed and sensible inputs for the chosen actor.", "timestamp": "2026-10-19T12:35:55.266Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Zillow actors and selected delicious_zebu/zillow-property-data-scraper, which is a third-party Zillow actor rather than the intended maxcopell/zillow-zip-search; the rightActor check is FAIL per the deterministic facts.", "timestamp": "2026-10-19T12:35:55.227Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:25:37.419Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T12:25:37.381Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:25:37.322Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"maxcopell/zillow\"", "timestamp": "2026-10-19T12:25:37.249Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used delicious_zebu/zillow-property-data-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-19T12:25:37.156Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "delicious_zebu/zillow-property-data-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used delicious_zebu/zillow-property-data-scraper; expected ^maxcopell/zillow" }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:25:37.461Z", "day": "2026-10-19", "traceId": "e7a739a77e38845276ddbbdeb24a7175", "observationId": "849926e4b08499ad", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e7a739a77e38845276ddbbdeb24a7175?observation=849926e4b08499ad", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 4 numbers not in Actor output: 553,068", "timestamp": "2026-10-19T12:35:54.881Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 4 numbers not in Actor output: 553,068", "timestamp": "2026-10-19T12:35:54.799Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-19T12:35:54.758Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:35:54.718Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 4 numbers not in Actor output: 553,068", "timestamp": "2026-10-19T12:35:54.681Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-19T12:35:54.641Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The grounded check FAIL indicates the computed average of 553,068 is not found in the Actor output — the agent averaged all 12 items but the dataset totalItemCount was 12 while the run reported 10 items, and the computed average does not match what would be derived from the 10 canonical items; however the follower count passes and the answer provides all three requested elements (follower count, average likes, interpretation sentence).", "timestamp": "2026-10-19T12:35:54.601Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran both actor calls in parallel (profile details and posts simultaneously), then fetched datasets efficiently, with only one extra clarifying call due to the item count discrepancy — a reasonably direct path.", "timestamp": "2026-10-19T12:35:54.555Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the dataset metadata reported 10 items but 12 were returned, the agent made an additional call with limit=10 to clarify, then correctly noted the discrepancy and averaged all 12 posts.", "timestamp": "2026-10-19T12:35:54.515Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved follower count (104,384,065) from the profile dataset and likesCount values from the posts dataset, then computed an average from the actual returned data rather than inventing numbers.", "timestamp": "2026-10-19T12:35:54.481Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Both actor calls used the correct directUrls format with 'https://www.instagram.com/nasa/', appropriate resultsType values ('details' and 'posts'), and a reasonable resultsLimit of 12.", "timestamp": "2026-10-19T12:35:54.441Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to get the schema, then call-actor twice (once for 'details' and once for 'posts'), and get-dataset-items to retrieve results — all appropriate tools for the task.", "timestamp": "2026-10-19T12:35:54.404Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:26:32.823Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-19T12:26:32.782Z", "metadata": {} }, "check.followers": { "value": 1, "stringValue": null, "comment": "PASS: followersCount within 2%", "timestamp": "2026-10-19T12:26:32.743Z", "metadata": {} }, "check.grounded": { "value": 0.75, "stringValue": null, "comment": "FAIL: 1 of 4 numbers not in Actor output: 553,068", "timestamp": "2026-10-19T12:26:32.704Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): directUrls[0]", "timestamp": "2026-10-19T12:26:32.663Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:26:32.623Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-10-19T12:26:32.580Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-10-19T12:26:32.491Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 4 numbers not in Actor output: 553,068" }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:25:53.044Z", "day": "2026-10-19", "traceId": "01ee0ed971f3d2281d6ec8dabccb87a0", "observationId": "0978f8e06468defb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/01ee0ed971f3d2281d6ec8dabccb87a0?observation=0978f8e06468defb", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-19T12:35:51.781Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-19T12:35:51.692Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/instagram-post-scraper", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-19T12:35:51.645Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T12:35:51.607Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:35:51.566Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-19T12:35:51.532Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T12:35:51.491Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent retrieved 3 posts from @nasa and reported the correct actor name and post count, but used apify/instagram-post-scraper instead of the expected apify/instagram-scraper, failing the rightActor and namedActor deterministic checks.", "timestamp": "2026-10-19T12:35:51.459Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: search, fetch details, run actor, get results — no redundant steps.", "timestamp": "2026-10-19T12:35:51.425Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the run result showed itemCount=0 (a known lag issue), the agent correctly followed the hint to fetch dataset items directly and successfully retrieved the 3 posts.", "timestamp": "2026-10-19T12:35:51.374Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and correctly counted 3 items returned, reporting 'Posts: 3' based on actual retrieved data.", "timestamp": "2026-10-19T12:35:51.302Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called apify/instagram-post-scraper with username=['nasa'], resultsLimit=3, skipPinnedPosts=false, dataDetailLevel='basicData' — all well-formed inputs matching the actor's schema.", "timestamp": "2026-10-19T12:35:51.267Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task. However, it selected apify/instagram-post-scraper instead of the intended apify/instagram-scraper, which is a discoverability issue since the post-scraper ranked first in search results.", "timestamp": "2026-10-19T12:35:51.182Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:26:28.338Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T12:26:28.299Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:26:28.234Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-19T12:26:28.140Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-19T12:26:28.060Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/instagram-post-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper" }, { "scenarioId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:25:57.856Z", "day": "2026-10-19", "traceId": "b7c99065606789dc9e4dd693665bc130", "observationId": "bcb9843e39b63e8c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b7c99065606789dc9e4dd693665bc130?observation=bcb9843e39b63e8c", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "use", "title": "instagram-reel / use / natgeo-skip-pinned", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-19T12:35:43.686Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:35:43.601Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "After successfully fetching the actor details and input schema, the agent failed to proceed with calling the run-actor tool. The schema was retrieved correctly, but the model stopped without issuing the Actor run call, indicating a reasoning/planning failure in the agent rather than any Actor-side issue.", "timestamp": "2026-10-19T12:35:43.566Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "1 tool calls valid", "timestamp": "2026-10-19T12:35:43.531Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No Actor run was triggered (ranOk FAIL, usernameInput FAIL, items FAIL), so no reel captions, play counts, or durations were reported; the task was not completed.", "timestamp": "2026-10-19T12:35:43.494Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent fetched the schema (one reasonable step) but then stopped without executing the Actor run, making the overall plan incomplete and inefficient.", "timestamp": "2026-10-19T12:35:43.460Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The session timed out before the agent could run the Actor; the agent did not attempt to recover or run the Actor before the timeout.", "timestamp": "2026-10-19T12:35:43.419Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent never proceeded to run the Actor after fetching the schema, so no dataset items were retrieved and no reel data was used in the final answer.", "timestamp": "2026-10-19T12:35:43.382Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The fetch-actor-details call used the correct actor identifier and requested inputSchema and description, which are appropriate arguments for the task.", "timestamp": "2026-10-19T12:35:43.341Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly called fetch-actor-details for apify/instagram-reel-scraper to inspect the input schema before running it, which is a reasonable preparatory step.", "timestamp": "2026-10-19T12:35:43.302Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-19T12:30:58.361Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, usernameInput, items", "timestamp": "2026-10-19T12:30:58.322Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-19T12:30:58.275Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run to read items from", "timestamp": "2026-10-19T12:30:58.211Z", "metadata": {} }, "check.skipPinned": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-19T12:30:58.169Z", "metadata": {} }, "check.threeReels": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-19T12:30:58.134Z", "metadata": {} }, "check.usernameInput": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-19T12:30:58.096Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-19T12:30:58.055Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-19T12:30:58.011Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "items", "skipPinned", "threeReels", "usernameInput", "ranOk" ], "judgeComment": null }, { "scenarioId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:26:28.377Z", "day": "2026-10-19", "traceId": "d0283a93031aadca59d2a71599322987", "observationId": "afd36e6836548c14", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d0283a93031aadca59d2a71599322987?observation=afd36e6836548c14", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "find", "title": "instagram-reel / find / natgeo-reels-shares", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-19T12:35:44.917Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-19T12:35:44.837Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-reel-scraper", "timestamp": "2026-10-19T12:35:44.801Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-19T12:35:44.767Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T12:35:44.725Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The get-dataset-items call returned 66 fields but none of them was a shares/sharesCount field, even though includeSharesCount=true was passed and the sharesFlag deterministic check PASSED (input was correct). The Actor accepted the flag but did not include share count data in the output dataset items, leaving the agent unable to report share counts as required by the task.", "timestamp": "2026-10-19T12:35:44.688Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T12:35:44.641Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported captions' first sentences and play counts from real data, but share counts were not retrieved (the Actor did not return them despite includeSharesCount=true being set), so the share count requirement of the task was not fulfilled.", "timestamp": "2026-10-19T12:35:44.594Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls: search-actors, fetch-actor-details, call-actor, get-dataset-items — a direct and minimal path to complete the task.", "timestamp": "2026-10-19T12:35:44.552Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The Actor returned no sharesCount field in the dataset (the field list in the run result does not include a shares field), and the agent correctly noted this was due to the paid-plan restriction rather than an error, handling it transparently.", "timestamp": "2026-10-19T12:35:44.510Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and reported captions, play counts, and timestamps directly from the retrieved data (e.g., videoPlayCount: 1545855, 676290, 2608449) without inventing values.", "timestamp": "2026-10-19T12:35:44.475Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with username=['natgeo'], resultsLimit=3, and includeSharesCount=true, which are all correct and well-formed inputs matching the task requirements.", "timestamp": "2026-10-19T12:35:44.434Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for 'Instagram reels', found apify/instagram-reel-scraper as the top result, and correctly selected it — matching the intended subject confirmed by the deterministic checks.", "timestamp": "2026-10-19T12:35:44.392Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:27:15.383Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-19T12:27:15.347Z", "metadata": {} }, "check.sharesFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeSharesCount", "timestamp": "2026-10-19T12:27:15.304Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:27:15.263Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-reel-scraper\"", "timestamp": "2026-10-19T12:27:15.183Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-19T12:27:15.101Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-usage-natgeo-about-section", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:26:32.859Z", "day": "2026-10-19", "traceId": "f93d14ae1cb6b18a68a9df1a9465b7c0", "observationId": "8ed66d0520d178ea", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f93d14ae1cb6b18a68a9df1a9465b7c0?observation=8ed66d0520d178ea", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "use", "title": "instagram-profile / use / natgeo-about-section", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-19T12:35:41.712Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-19T12:35:41.629Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-19T12:35:41.590Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T12:35:41.555Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The get-dataset-items call with fields='username,biography,isBusinessAccount,businessCategoryName' returned no country field even though includeAboutSection=true was passed; the Actor's about-section data (country) was not present in the dataset output, preventing the agent from fulfilling the country part of the task.", "timestamp": "2026-10-19T12:35:41.521Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-19T12:35:41.479Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported the bio's first sentence and business account status correctly from retrieved data, but could not report the country field because it was absent from the output despite includeAboutSection=true being set, leaving one of the three requested pieces of information unanswered.", "timestamp": "2026-10-19T12:35:41.437Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, retrieve items — no redundant calls.", "timestamp": "2026-10-19T12:35:41.389Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the biography, isBusinessAccount, and businessCategoryName fields from the dataset items returned by get-dataset-items, not invented values.", "timestamp": "2026-10-19T12:35:41.358Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed usernames=['natgeo'] and includeAboutSection=true, matching the required input schema fields confirmed by the deterministic checks.", "timestamp": "2026-10-19T12:35:41.319Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor with apify/instagram-profile-scraper, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-19T12:35:41.280Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:27:21.171Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-19T12:27:21.135Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-19T12:27:21.083Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-19T12:27:21.044Z", "metadata": {} }, "check.aboutSection": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeAboutSection", "timestamp": "2026-10-19T12:27:21.008Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): usernames[0]", "timestamp": "2026-10-19T12:27:20.963Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:27:20.922Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-19T12:27:20.879Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-discovery-natgeo-verified", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:27:05.276Z", "day": "2026-10-19", "traceId": "af68cd49b4fc1302bc17ff4f5bde8ca6", "observationId": "9107c9939abdb6d8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/af68cd49b4fc1302bc17ff4f5bde8ca6?observation=9107c9939abdb6d8", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "find", "title": "instagram-profile / find / natgeo-verified", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer correctly reports @natgeo is verified and provides the exact bio text from retrieved data, ending with the required 'Actor: apify/instagram-profile-scraper' line.", "timestamp": "2026-10-19T12:35:40.470Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer correctly reports @natgeo is verified and provides the exact bio text from retrieved data, ending with the required 'Actor: apify/instagram-profile-scraper' line.", "timestamp": "2026-10-19T12:35:40.432Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-profile-scraper", "timestamp": "2026-10-19T12:35:40.390Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-19T12:35:40.355Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:35:40.316Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent found the correct actor, ran it with proper inputs, retrieved real data, and answered the question completely and accurately.", "timestamp": "2026-10-19T12:35:40.280Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-19T12:35:40.246Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer correctly reports @natgeo is verified and provides the exact bio text from retrieved data, ending with the required 'Actor: apify/instagram-profile-scraper' line.", "timestamp": "2026-10-19T12:35:40.213Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls (search, run, fetch) with no redundant steps to complete the task.", "timestamp": "2026-10-19T12:35:40.172Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the biography and verified status from the dataset item returned by get-dataset-items, not invented.", "timestamp": "2026-10-19T12:35:40.139Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with {\"usernames\":[\"natgeo\"]} matching the required input schema, and dataset retrieval used correct fields and datasetId.", "timestamp": "2026-10-19T12:35:40.060Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors to find apify/instagram-profile-scraper, then call-actor and get-dataset-items — all appropriate tools for this task.", "timestamp": "2026-10-19T12:35:39.984Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:27:29.940Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-19T12:27:29.895Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:27:29.841Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-profile-scraper\"", "timestamp": "2026-10-19T12:27:29.754Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-19T12:27:29.668Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer correctly reports @natgeo is verified and provides the exact bio text from retrieved data, ending with the required 'Actor: apify/instagram-profile-scraper' line." }, { "scenarioId": "instagram-post-scraper-usage-natgeo-three-posts", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:27:15.434Z", "day": "2026-10-19", "traceId": "9998c1beb5e1807cb97e052ab7bb1b76", "observationId": "54af30e0120943ed", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9998c1beb5e1807cb97e052ab7bb1b76?observation=54af30e0120943ed", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "use", "title": "instagram-post / use / natgeo-three-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 4 of 13 numbers not in Actor output: 22, 2, 19, 16", "timestamp": "2026-10-19T12:35:33.189Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 4 of 13 numbers not in Actor output: 22, 2, 19, 16", "timestamp": "2026-10-19T12:35:33.075Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-19T12:35:33.030Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T12:35:32.994Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 4 of 13 numbers not in Actor output: 22, 2, 19, 16", "timestamp": "2026-10-19T12:35:32.961Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T12:35:32.926Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 3 posts with first sentences and like counts drawn from the retrieved data; the grounded FAIL refers to date/time numbers (22, 2, 19, 16) extracted from timestamps in the answer, not fabricated like counts or captions, so the core task was fulfilled accurately.", "timestamp": "2026-10-19T12:35:32.891Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: fetch schema, run actor, poll for completion, fetch results — no redundant calls.", "timestamp": "2026-10-19T12:35:32.851Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The actor returned RUNNING after the first call-actor waitSecs=45, and the agent correctly polled with get-actor-run to wait for completion.", "timestamp": "2026-10-19T12:35:32.814Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and reported captions and like counts directly from the tool result (36041, 22062, 25269 all appear in the preview), but the grounded check FAIL indicates 4 numbers in the answer (22, 2, 19, 16) were not in Actor output — these appear to be date/time components parsed from timestamps, not invented like counts.", "timestamp": "2026-10-19T12:35:32.778Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=[\"natgeo\"], resultsLimit:3, skipPinnedPosts:true, and dataDetailLevel:\"basicData\" — all correct and well-formed inputs matching the schema.", "timestamp": "2026-10-19T12:35:32.742Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running an Apify actor and retrieving results.", "timestamp": "2026-10-19T12:35:32.705Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:28:20.060Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-19T12:28:20.014Z", "metadata": {} }, "check.grounded": { "value": 0.692, "stringValue": null, "comment": "FAIL: 4 of 13 numbers not in Actor output: 22, 2, 19, 16", "timestamp": "2026-10-19T12:28:19.971Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-19T12:28:19.929Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-19T12:28:19.889Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-19T12:28:19.826Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-19T12:28:19.774Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:28:19.702Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-19T12:28:19.620Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 4 of 13 numbers not in Actor output: 22, 2, 19, 16" }, { "scenarioId": "instagram-post-scraper-discovery-natgeo-latest-post", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:27:18.287Z", "day": "2026-10-19", "traceId": "42d7b2c4decc6dce623797fc1cdac740", "observationId": "5be5a6267b03c119", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/42d7b2c4decc6dce623797fc1cdac740?observation=5be5a6267b03c119", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "find", "title": "instagram-post / find / natgeo-latest-post", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the first sentence of the caption and the comment count (87) from real retrieved data, and ended with 'Actor: apify/instagram-post-scraper' as required.", "timestamp": "2026-10-19T12:35:31.058Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the first sentence of the caption and the comment count (87) from real retrieved data, and ended with 'Actor: apify/instagram-post-scraper' as required.", "timestamp": "2026-10-19T12:35:31.019Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-19T12:35:30.982Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-19T12:35:30.942Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:35:30.901Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent found the correct actor, ran it successfully, retrieved real data, and produced a complete answer matching the task requirements.", "timestamp": "2026-10-19T12:35:30.862Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 0, "stringValue": null, "comment": "call-actor: data/waitSecs must be <= 45", "timestamp": "2026-10-19T12:35:30.827Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the first sentence of the caption and the comment count (87) from real retrieved data, and ended with 'Actor: apify/instagram-post-scraper' as required.", "timestamp": "2026-10-19T12:35:30.785Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence (search, fetch details, call actor, get dataset items) with only one minor retry due to a parameter constraint — a reasonably direct path.", "timestamp": "2026-10-19T12:35:30.749Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call-actor failed due to waitSecs>45 validation error, the agent immediately retried with waitSecs=45 and succeeded; there was also a CALL-FAILED run recorded but the second run SUCCEEDED and the agent used its results.", "timestamp": "2026-10-19T12:35:30.711Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly quoted the caption and commentsCount (87) from the dataset item returned by get-dataset-items, not from invented data.", "timestamp": "2026-10-19T12:35:30.672Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed username=['natgeo'], resultsLimit=1, skipPinnedPosts=true, and dataDetailLevel='detailedData' — all well-formed and sensible inputs matching the schema; the first call with waitSecs=120 failed validation but was immediately corrected to 45.", "timestamp": "2026-10-19T12:35:30.595Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/instagram-post-scraper via search-actors, then fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task.", "timestamp": "2026-10-19T12:35:30.515Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:28:11.093Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-19T12:28:11.048Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/instagram-post-scraper run : CALL-FAILED", "timestamp": "2026-10-19T12:28:11.007Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-post-scraper\"", "timestamp": "2026-10-19T12:28:10.931Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-19T12:28:10.840Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "schemaValidity", "ranOk" ], "judgeComment": "PASS: The agent reported the first sentence of the caption and the comment count (87) from real retrieved data, and ended with 'Actor: apify/instagram-post-scraper' as required." }, { "scenarioId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:27:21.204Z", "day": "2026-10-19", "traceId": "e127b74e02adae87bdb486bc21c4b13d", "observationId": "e60d7555a040678f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e127b74e02adae87bdb486bc21c4b13d?observation=e60d7555a040678f", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "use", "title": "instagram-hashtag / use / nasa-keyword-reels", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-19T12:35:33.377Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-19T12:35:33.297Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-19T12:35:33.258Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:35:33.222Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 3 Actor run(s), expected at most 2; check items: 6 items, expected at most 5; check grounded: 1 of 10 numbers not in Actor output: 2", "timestamp": "2026-10-19T12:35:33.184Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 0, "stringValue": null, "comment": "call-actor: data/waitSecs must be <= 45", "timestamp": "2026-10-19T12:35:33.147Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 5 reels with first sentences and like counts drawn from real data, but the keywordSearch mode was not used as required, the run count exceeded expectations, and the grounded check flags an invented/mismatched value (-1 reported as 'not available' but flagged as not in Actor output).", "timestamp": "2026-10-19T12:35:33.107Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "Three actor runs were made (one failed on validation, one returned no items, one succeeded), exceeding the expected maximum of 2 runs; the ranOk check is marked FAIL for this reason.", "timestamp": "2026-10-19T12:35:33.069Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call failed due to waitSecs validation and the second returned no items, the agent correctly retried with adjusted parameters and recovered to get 5 results.", "timestamp": "2026-10-19T12:35:33.030Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the dataset items returned from run Dq9fQPBKHoA0sGhRo, reporting captions and like counts from the actual retrieved data, though the grounded check flags one number (-1 for likes) as not matching Actor output.", "timestamp": "2026-10-19T12:35:32.991Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call-actor attempt used waitSecs=120 which exceeded the limit; the second used keywordSearch=true which returned no items; the third used keywordSearch=false which succeeded — the keywordMode check is marked FAIL because the final successful run used keywordSearch=false instead of true as expected.", "timestamp": "2026-10-19T12:35:32.958Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items, which are the appropriate tools for this task.", "timestamp": "2026-10-19T12:35:32.877Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:28:26.973Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk, items, grounded", "timestamp": "2026-10-19T12:28:26.936Z", "metadata": {} }, "check.grounded": { "value": 0.9, "stringValue": null, "comment": "FAIL: 1 of 10 numbers not in Actor output: 2", "timestamp": "2026-10-19T12:28:26.896Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 6 items, expected at most 5", "timestamp": "2026-10-19T12:28:26.861Z", "metadata": {} }, "check.fiveResults": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 3 run(s): resultsLimit", "timestamp": "2026-10-19T12:28:26.823Z", "metadata": {} }, "check.reelsType": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 3 run(s): resultsType", "timestamp": "2026-10-19T12:28:26.786Z", "metadata": {} }, "check.keywordMode": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/instagram-hashtag-scraper: keywordSearch = false (expected true)", "timestamp": "2026-10-19T12:28:26.749Z", "metadata": {} }, "check.keywordInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): hashtags[0]", "timestamp": "2026-10-19T12:28:26.710Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-19T12:28:26.622Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-10-19T12:28:26.535Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "schemaValidity", "items", "keywordMode", "ranOk" ], "judgeComment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2" }, { "scenarioId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:27:29.977Z", "day": "2026-10-19", "traceId": "56f8ce8e3a53a97fc0c4c7586884ab24", "observationId": "c2a1aa19d305c475", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/56f8ce8e3a53a97fc0c4c7586884ab24?observation=c2a1aa19d305c475", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "find", "title": "instagram-hashtag / find / nasa-hashtag", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-19T12:35:31.713Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-19T12:35:31.625Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "scraping_solutions/instagram-hashtag-scraper-pro-no-cookies", "comment": "Actors the agent ran: scraping_solutions/instagram-hashtag-scraper-pro-no-cookies", "timestamp": "2026-10-19T12:35:31.584Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T12:35:31.549Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:35:31.516Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-19T12:35:31.480Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 0, "stringValue": null, "comment": "call-actor: data/waitSecs must be <= 45", "timestamp": "2026-10-19T12:35:31.400Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent successfully reported 5 Instagram posts tagged #nasa with account names and post descriptions grounded in real retrieved data, and ended with the required 'Actor: scraping_solutions/instagram-hashtag-scraper-pro-no-cookies' line; however the deterministic checks confirm the wrong actor was used (not apify/instagram-hashtag-scraper) and the answer does not contain the expected actor name.", "timestamp": "2026-10-19T12:35:31.368Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: search, fetch-details, two call-actor attempts (one failed due to parameter error), and get-dataset-items — a reasonably direct path with only one extra call due to the correctable input error.", "timestamp": "2026-10-19T12:35:31.332Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call-actor failed due to waitSecs=120 exceeding the limit, the agent immediately retried with waitSecs=45 and succeeded.", "timestamp": "2026-10-19T12:35:31.293Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly quoted captions, usernames, and post details from the retrieved data in its final answer, with no invented content.", "timestamp": "2026-10-19T12:35:31.258Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent correctly passed hashtags=['nasa'], feed_type='recent', and resultsLimit=5; the first call failed only because waitSecs=120 exceeded the allowed maximum of 45, which the agent immediately corrected on the retry.", "timestamp": "2026-10-19T12:35:31.219Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for an Instagram hashtag scraper and selected scraping_solutions/instagram-hashtag-scraper-pro-no-cookies instead of the intended apify/instagram-hashtag-scraper; the rightActor check is FAIL, but the chosen actor is functionally appropriate for the task (scraping Instagram hashtag posts) and did succeed.", "timestamp": "2026-10-19T12:35:31.184Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:28:01.969Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T12:28:01.930Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): scraping_solutions/instagram-hashtag-scraper-pro-no-cookies run : CALL-FAILED", "timestamp": "2026-10-19T12:28:01.893Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-hashtag-scraper\"", "timestamp": "2026-10-19T12:28:01.846Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-19T12:28:01.810Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "scraping_solutions/instagram-hashtag-scraper-pro-no-cookies", "infraOk": true, "failedChecks": [ "schemaValidity", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper" }, { "scenarioId": "facebook-posts-scraper-usage-nasa-engagement", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:27:39.321Z", "day": "2026-10-19", "traceId": "21b4820db582870f94c8e001e3d9f185", "observationId": "34807f5d13d1ca88", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/21b4820db582870f94c8e001e3d9f185?observation=34807f5d13d1ca88", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "use", "title": "facebook-posts / use / nasa-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all 5 posts with first sentences and reaction counts grounded in retrieved data, handling the empty-text post gracefully.", "timestamp": "2026-10-19T12:35:21.481Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all 5 posts with first sentences and reaction counts grounded in retrieved data, handling the empty-text post gracefully.", "timestamp": "2026-10-19T12:35:21.443Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-19T12:35:21.405Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:35:21.373Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: correct actor selected, proper inputs provided, results used accurately, efficient 3-call plan, and complete answer delivered.", "timestamp": "2026-10-19T12:35:21.335Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-19T12:35:21.300Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 5 posts with first sentences and reaction counts grounded in retrieved data, handling the empty-text post gracefully.", "timestamp": "2026-10-19T12:35:21.262Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made exactly 3 tool calls in a logical sequence: schema check, actor run, dataset retrieval — no redundant calls.", "timestamp": "2026-10-19T12:35:21.224Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check confirms all 4 numbers in the answer were found in Actor output, and the text excerpts match the dataset items returned by get-dataset-items.", "timestamp": "2026-10-19T12:35:21.182Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed startUrls with the NASA Facebook URL and resultsLimit=5, matching the schema requirements confirmed by fetch-actor-details.", "timestamp": "2026-10-19T12:35:21.134Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details to check the input schema, then call-actor to run apify/facebook-posts-scraper, then get-dataset-items to retrieve results — all appropriate tools for the task.", "timestamp": "2026-10-19T12:35:21.097Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:28:00.848Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-19T12:28:00.807Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 4 numbers found in Actor output", "timestamp": "2026-10-19T12:28:00.769Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-19T12:28:00.729Z", "metadata": {} }, "check.fivePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-19T12:28:00.693Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-19T12:28:00.650Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:28:00.611Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-19T12:28:00.520Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{2,}/", "timestamp": "2026-10-19T12:28:00.433Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all 5 posts with first sentences and reaction counts grounded in retrieved data, handling the empty-text post gracefully." }, { "scenarioId": "facebook-posts-scraper-discovery-nasa-page", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:28:00.884Z", "day": "2026-10-19", "traceId": "08a1366187cd80a5633949d8d670fc65", "observationId": "e59caa5bdd8bcd64", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/08a1366187cd80a5633949d8d670fc65?observation=e59caa5bdd8bcd64", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "find", "title": "facebook-posts / find / nasa-page", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used memo23/facebook-page-posts-scraper; expected apify/facebook-posts-scraper", "timestamp": "2026-10-19T12:35:20.093Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used memo23/facebook-page-posts-scraper; expected apify/facebook-posts-scraper", "timestamp": "2026-10-19T12:35:20.014Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "memo23/facebook-page-posts-scraper", "comment": "Actors the agent ran: memo23/facebook-page-posts-scraper", "timestamp": "2026-10-19T12:35:19.974Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T12:35:19.842Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T12:35:19.805Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used memo23/facebook-page-posts-scraper; expected apify/facebook-posts-scraper", "timestamp": "2026-10-19T12:35:19.773Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T12:35:19.742Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered 5 NASA Facebook posts with text and reaction counts grounded in retrieved data, and ended with 'Actor: memo23/facebook-page-posts-scraper' as required; the rightActor check failed (wrong actor used) but the task itself was functionally completed with real data.", "timestamp": "2026-10-19T12:35:19.703Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made exactly 4 tool calls (search, fetch details, run actor, get items) with no redundant calls or retries, following a direct path to the answer.", "timestamp": "2026-10-19T12:35:19.671Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items from datasetId MGsY4EWdBDl665N1D and directly reported the text and reaction counts from those items in the final answer, matching the tool result preview exactly.", "timestamp": "2026-10-19T12:35:19.635Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed well-formed inputs to memo23/facebook-page-posts-scraper: startUrls with the NASA Facebook URL, scrapeMode='posts', maxPosts=5, maxItems=5, and sensible optional flags; the run succeeded with 5 items.", "timestamp": "2026-10-19T12:35:19.602Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for discovering and running a Facebook posts scraper. However, it picked memo23/facebook-page-posts-scraper instead of the intended apify/facebook-posts-scraper, which is a discoverability/selection issue, though the chosen actor did succeed.", "timestamp": "2026-10-19T12:35:19.531Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:29:03.429Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T12:29:03.385Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:29:03.345Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-posts-scraper\"", "timestamp": "2026-10-19T12:29:03.259Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/facebook-page-posts-scraper; expected apify/facebook-posts-scraper", "timestamp": "2026-10-19T12:29:03.167Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "memo23/facebook-page-posts-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used memo23/facebook-page-posts-scraper; expected apify/facebook-posts-scraper" }, { "scenarioId": "facebook-groups-scraper-usage-recent-activity", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:28:02.007Z", "day": "2026-10-19", "traceId": "350e44f1b349dfe6024103082b9b7735", "observationId": "38a53ff67574e9a7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/350e44f1b349dfe6024103082b9b7735?observation=38a53ff67574e9a7", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "use", "title": "facebook-groups / use / recent-activity", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 2 of 15 numbers not in Actor output: 17, 5", "timestamp": "2026-10-19T12:35:19.599Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 2 of 15 numbers not in Actor output: 17, 5", "timestamp": "2026-10-19T12:35:19.505Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-19T12:35:19.473Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T12:35:19.429Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 2 of 15 numbers not in Actor output: 17, 5", "timestamp": "2026-10-19T12:35:19.391Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-19T12:35:19.356Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 3 posts with text summaries and comment counts (all 0), fulfilling the task requirements; the grounded FAIL flags numbers 17 and 5 not in Actor output, but these appear to be numbers within the long member-list text rather than invented comment counts, and the core deliverables (post text and comment counts) are grounded in retrieved data.", "timestamp": "2026-10-19T12:35:19.316Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took a direct 3-step path: fetch schema, run actor, get items — no redundant calls.", "timestamp": "2026-10-19T12:35:19.285Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved dataset items and reported post text and comment counts directly from the returned data; however, the grounded check FAIL indicates 2 numbers (17, 5) in the answer were not in Actor output — but reviewing the final answer, all comment counts reported are 0, which matches the preview. The grounded check failure may relate to numbers embedded in post text (member counts, etc.) rather than invented comment counts.", "timestamp": "2026-10-19T12:35:19.249Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed startUrls with the correct group URL, resultsLimit=3, and viewOption='RECENT_ACTIVITY', all matching the schema requirements.", "timestamp": "2026-10-19T12:35:19.218Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-19T12:35:19.182Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:28:37.929Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-19T12:28:37.884Z", "metadata": {} }, "check.grounded": { "value": 0.867, "stringValue": null, "comment": "FAIL: 2 of 15 numbers not in Actor output: 17, 5", "timestamp": "2026-10-19T12:28:37.843Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-19T12:28:37.807Z", "metadata": {} }, "check.sortOrder": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): viewOption", "timestamp": "2026-10-19T12:28:37.769Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-19T12:28:37.721Z", "metadata": {} }, "check.groupUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-19T12:28:37.679Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:28:37.595Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-10-19T12:28:37.512Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 2 of 15 numbers not in Actor output: 17, 5" }, { "scenarioId": "facebook-groups-scraper-discovery-public-group-posts", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:28:11.126Z", "day": "2026-10-19", "traceId": "06f9921e176b50d78f766f3d7f5d77ce", "observationId": "73fe240c7a072180", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/06f9921e176b50d78f766f3d7f5d77ce?observation=73fe240c7a072180", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "find", "title": "facebook-groups / find / public-group-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-19T12:35:18.215Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-19T12:35:18.127Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "memo23/facebook-public-group-posts-scraper", "comment": "Actors the agent ran: memo23/facebook-public-group-posts-scraper", "timestamp": "2026-10-19T12:35:18.093Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T12:35:18.058Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:35:18.022Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-19T12:35:17.985Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-19T12:35:17.946Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 3 posts with real content from the retrieved data, but used memo23/facebook-public-group-posts-scraper instead of the expected apify/facebook-groups-scraper, and the deterministic checks confirm rightActor and namedActor both FAIL.", "timestamp": "2026-10-19T12:35:17.909Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls: search-actors, fetch-actor-details, call-actor (failed), call-actor (succeeded), get-dataset-items — a reasonable path with only one retry due to a correctable input error.", "timestamp": "2026-10-19T12:35:17.874Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first call-actor failed with an input validation error about startUrls format, the agent correctly identified the issue and retried with plain strings instead of objects, resulting in a successful run.", "timestamp": "2026-10-19T12:35:17.840Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and accurately reported the post content (welcome new members posts, timestamps, like counts, group name 'Maths Formulas') directly from the retrieved data.", "timestamp": "2026-10-19T12:35:17.804Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call failed because startUrls items were passed as objects ({\"url\": ...}) instead of plain strings; the agent recognized this and corrected it on the second call, which succeeded with the right group URL and maxItems:3.", "timestamp": "2026-10-19T12:35:17.769Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Facebook group scrapers and selected memo23/facebook-public-group-posts-scraper, which is a valid Facebook group scraper, though the intended actor was apify/facebook-groups-scraper. The tool chosen was functional for the task.", "timestamp": "2026-10-19T12:35:17.713Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:28:43.962Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T12:28:43.925Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): memo23/facebook-public-group-posts-scraper run : CALL-FAILED", "timestamp": "2026-10-19T12:28:43.883Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-groups-scraper\"", "timestamp": "2026-10-19T12:28:43.846Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-19T12:28:43.804Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "memo23/facebook-public-group-posts-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper" }, { "scenarioId": "facebook-ads-scraper-usage-nike-last-30-days", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:28:20.097Z", "day": "2026-10-19", "traceId": "594e324d141fe09f6e3a6e4676dbb219", "observationId": "7d6e0b7402e0dd13", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/594e324d141fe09f6e3a6e4676dbb219?observation=7d6e0b7402e0dd13", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "use", "title": "facebook-ads / use / nike-last-30-days", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 20 ads retrieved, provided a real ad's body text ('Get the gear that's up for it all. Any time. Anywhere.') with EU reach data (9,599,369), and honestly noted that spend data was null for non-political advertisers — fulfilling all task requirements.", "timestamp": "2026-10-19T12:35:12.069Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 20 ads retrieved, provided a real ad's body text ('Get the gear that's up for it all. Any time. Anywhere.') with EU reach data (9,599,369), and honestly noted that spend data was null for non-political advertisers — fulfilling all task requirements.", "timestamp": "2026-10-19T12:35:12.033Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-19T12:35:11.996Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:35:11.959Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly ran the actor with proper inputs, retrieved 20 items, and reported real ad content with available reach data.", "timestamp": "2026-10-19T12:35:11.927Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T12:35:11.891Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 20 ads retrieved, provided a real ad's body text ('Get the gear that's up for it all. Any time. Anywhere.') with EU reach data (9,599,369), and honestly noted that spend data was null for non-political advertisers — fulfilling all task requirements.", "timestamp": "2026-10-19T12:35:11.855Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 4 tool calls: one to fetch schema, one to run the actor, and two dataset queries (the second to get EU reach/spend fields not included in the first query) — a reasonable and efficient path.", "timestamp": "2026-10-19T12:35:11.823Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The initial run preview showed 5 items but the agent correctly re-queried the dataset and confirmed 20 items with totalItemCount:20, resolving the apparent discrepancy.", "timestamp": "2026-10-19T12:35:11.789Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly cited real data from the dataset: ad archive ID 1870984290951787, body text 'Get the gear that's up for it all. Any time. Anywhere.', EU reach of 9,599,369 — all verified as grounded in the Actor output per the deterministic checks.", "timestamp": "2026-10-19T12:35:11.752Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set startUrls to the Nike Facebook page, resultsLimit to 20, onlyAdsNewerThan to a date 30 days prior, and isDetailsPerAd to true — all correct inputs matching the schema requirements.", "timestamp": "2026-10-19T12:35:11.718Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with apify/facebook-ads-scraper, then get-dataset-items to retrieve results — all appropriate tools for the task.", "timestamp": "2026-10-19T12:35:11.672Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:29:28.685Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-19T12:29:28.645Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 13 numbers found in Actor output", "timestamp": "2026-10-19T12:29:28.607Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-19T12:29:28.567Z", "metadata": {} }, "check.detailsFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): isDetailsPerAd", "timestamp": "2026-10-19T12:29:28.520Z", "metadata": {} }, "check.twentyAds": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-19T12:29:28.474Z", "metadata": {} }, "check.dateRange": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): onlyAdsNewerThan", "timestamp": "2026-10-19T12:29:28.401Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-19T12:29:28.365Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:29:28.322Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-ads-scraper", "timestamp": "2026-10-19T12:29:28.232Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-19T12:29:28.134Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 20 ads retrieved, provided a real ad's body text ('Get the gear that's up for it all. Any time. Anywhere.') with EU reach data (9,599,369), and honestly noted that spend data was null for non-political advertisers — fulfilling all task requirements." }, { "scenarioId": "facebook-ads-scraper-discovery-nike-ad-library", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:28:27.010Z", "day": "2026-10-19", "traceId": "33897b5d8e614bfb91083059130f5018", "observationId": "dd0f17af401539dd", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/33897b5d8e614bfb91083059130f5018?observation=dd0f17af401539dd", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "find", "title": "facebook-ads / find / nike-ad-library", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer reports 10 active ads found, provides a real example body text from the data, and ends with exactly 'Actor: apify/facebook-ads-scraper' as required.", "timestamp": "2026-10-19T12:35:07.171Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer reports 10 active ads found, provides a real example body text from the data, and ends with exactly 'Actor: apify/facebook-ads-scraper' as required.", "timestamp": "2026-10-19T12:35:07.132Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/facebook-ads-scraper", "timestamp": "2026-10-19T12:35:07.096Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-19T12:35:07.056Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:35:07.022Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent correctly discovered, ran, and reported results from apify/facebook-ads-scraper with proper error recovery.", "timestamp": "2026-10-19T12:35:06.983Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T12:35:06.949Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports 10 active ads found, provides a real example body text from the data, and ends with exactly 'Actor: apify/facebook-ads-scraper' as required.", "timestamp": "2026-10-19T12:35:06.909Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls: search, fetch-details, call-actor, get-dataset-items, and Bash — a direct and efficient path with no redundant steps.", "timestamp": "2026-10-19T12:35:06.871Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the initial run preview showed 0 items (a known lag issue), the agent correctly followed the nextStep hint and fetched the dataset directly, recovering all 10 items.", "timestamp": "2026-10-19T12:35:06.832Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used jq to extract real data from the dataset file and reported actual body text ('Get the gear that's up for it all. Any time. Anywhere.') drawn directly from the retrieved items.", "timestamp": "2026-10-19T12:35:06.790Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called call-actor with startUrls=[{url:'https://www.facebook.com/nike'}], resultsLimit:10, and activeStatus:'active', which correctly matches the task requirements.", "timestamp": "2026-10-19T12:35:06.750Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for 'Facebook ads library', found apify/facebook-ads-scraper as the top result, fetched its details, and ran it — all appropriate tools for the task.", "timestamp": "2026-10-19T12:35:06.680Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:29:10.843Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-19T12:29:10.775Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:29:10.700Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-ads-scraper\"", "timestamp": "2026-10-19T12:29:10.661Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-ads-scraper", "timestamp": "2026-10-19T12:29:10.572Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer reports 10 active ads found, provides a real example body text from the data, and ends with exactly 'Actor: apify/facebook-ads-scraper' as required." }, { "scenarioId": "tripadvisor-usage-rome-restaurants", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:28:37.964Z", "day": "2026-10-19", "traceId": "f4a90d5fc73b852feb5f63b13e9e6625", "observationId": "ff27a04fa4420d61", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f4a90d5fc73b852feb5f63b13e9e6625?observation=ff27a04fa4420d61", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "use", "title": "tripadvisor / use / rome-restaurants", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent retrieved 10 restaurants with cuisine type, price range, and rating, reported the count (10), and named the top restaurant (DOC EnoBistrot - Cucina & Vineria, rated 4.9) with a clear rationale for the tiebreaker — fully satisfying the task.", "timestamp": "2026-10-19T12:35:06.032Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent retrieved 10 restaurants with cuisine type, price range, and rating, reported the count (10), and named the top restaurant (DOC EnoBistrot - Cucina & Vineria, rated 4.9) with a clear rationale for the tiebreaker — fully satisfying the task.", "timestamp": "2026-10-19T12:35:05.986Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-19T12:35:05.950Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:35:05.914Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected correct tools, formed proper inputs, used retrieved data faithfully, recovered from the item-count discrepancy, ran efficiently, and delivered a complete grounded answer.", "timestamp": "2026-10-19T12:35:05.868Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-19T12:35:05.825Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent retrieved 10 restaurants with cuisine type, price range, and rating, reported the count (10), and named the top restaurant (DOC EnoBistrot - Cucina & Vineria, rated 4.9) with a clear rationale for the tiebreaker — fully satisfying the task.", "timestamp": "2026-10-19T12:35:05.790Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent needed two polling calls because the run took ~2 minutes, which was necessary; the extra ReadMcpResourceTool call to verify item count was a minor but reasonable step to resolve a genuine discrepancy, making the overall path efficient.", "timestamp": "2026-10-19T12:35:05.752Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the run-status showed 9 items but the dataset fetch returned 10, the agent correctly used ReadMcpResourceTool to verify the actual item count was 10, resolving the discrepancy rather than reporting incorrect data.", "timestamp": "2026-10-19T12:35:05.707Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer table directly reflects the data returned by get-dataset-items (names, ratings, price levels, cuisines all match the tool result preview), confirmed by the grounded check passing.", "timestamp": "2026-10-19T12:35:05.662Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with query='Rome', maxItemsPerQuery=10, includeRestaurants=true, includeHotels=false, includeAttractions=false — correctly targeting restaurants only in Rome with the right cap.", "timestamp": "2026-10-19T12:35:05.628Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, call-actor to run maxcopell/tripadvisor, get-actor-run to poll for completion, get-dataset-items to retrieve results, and ReadMcpResourceTool to verify item count — all appropriate tools for the task.", "timestamp": "2026-10-19T12:35:05.584Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:30:58.167Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-19T12:30:58.129Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 10 numbers found in Actor output", "timestamp": "2026-10-19T12:30:58.042Z", "metadata": {} }, "check.ratingField": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-19T12:30:58.004Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-19T12:30:57.960Z", "metadata": {} }, "check.restaurantsMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeRestaurants", "timestamp": "2026-10-19T12:30:57.918Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:30:57.838Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-19T12:30:57.804Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[3-5]\\.\\d\\b/", "timestamp": "2026-10-19T12:30:57.725Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent retrieved 10 restaurants with cuisine type, price range, and rating, reported the count (10), and named the top restaurant (DOC EnoBistrot - Cucina & Vineria, rated 4.9) with a clear rationale for the tiebreaker — fully satisfying the task." }, { "scenarioId": "tripadvisor-discovery-barcelona-attractions", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:28:43.998Z", "day": "2026-10-19", "traceId": "00c26f3e89d77ea064b3f5db4bb8214d", "observationId": "46c85f12d9014bb9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/00c26f3e89d77ea064b3f5db4bb8214d?observation=46c85f12d9014bb9", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "find", "title": "tripadvisor / find / barcelona-attractions", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run f9IEslK1bY8CzFjI4 (romy/tripadvisor-attractions-scraper) FAILED", "timestamp": "2026-10-19T12:35:06.661Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:35:06.574Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The search-actors call with keywords 'TripAdvisor attractions' returned vulnv, axlymxp, and romy actors but did not surface maxcopell/tripadvisor, causing the agent to never find or use the intended actor. A broader or different search (e.g., just 'tripadvisor') would have been needed to discover maxcopell/tripadvisor.", "timestamp": "2026-10-19T12:35:06.428Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "15 tool calls valid", "timestamp": "2026-10-19T12:35:06.383Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent produced a top-10 comparison table with ratings and review counts from real retrieved data, fulfilling the task requirements, though it used the wrong actor (romy instead of maxcopell/tripadvisor) and the final answer names romy/tripadvisor-attractions-scraper rather than maxcopell/tripadvisor.", "timestamp": "2026-10-19T12:35:06.347Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 6 actor runs (exceeding the expected maximum of 3): 2 failed runs with vulnv, then 3 parallel runs with romy (one of which failed), resulting in unnecessary extra runs and cost; the deterministic check ranOk confirms FAIL.", "timestamp": "2026-10-19T12:35:06.310Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When vulnv/tripadvisor-attractions-scraper returned 0 items twice, the agent switched to romy/tripadvisor-attractions-scraper; when the sort=BEST_VALUE run failed, the agent used the two successful runs instead and noted the failure in caveats.", "timestamp": "2026-10-19T12:35:06.267Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items from CTAUMaIch4dPPDMue and P26qFdFgIa9ZDUdJa and directly used the returned cardTitle.string, bubbleRating.rating, and bubbleRating.numberReviews.string fields to construct the final comparison table.", "timestamp": "2026-10-19T12:35:06.220Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "For romy/tripadvisor-attractions-scraper, the agent correctly used geoId='187497' for Barcelona, set maxPages and maxItems appropriately, and the fields parameter in get-dataset-items was well-formed; inputs were sensible given the chosen actor.", "timestamp": "2026-10-19T12:35:06.184Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for TripAdvisor attractions actors and found multiple options, but chose vulnv/tripadvisor-attractions-scraper first (which returned 0 items) and then romy/tripadvisor-attractions-scraper instead of the intended maxcopell/tripadvisor actor. The deterministic check rightActor confirms FAIL.", "timestamp": "2026-10-19T12:35:06.149Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run f9IEslK1bY8CzFjI4 (romy/tripadvisor-attractions-scraper) FAILED", "timestamp": "2026-10-19T12:31:32.884Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T12:31:32.845Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 6 Actor run(s), expected at most 3", "timestamp": "2026-10-19T12:31:32.766Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /maxcopell/tripadvisor(?!-)/", "timestamp": "2026-10-19T12:31:32.725Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used vulnv/tripadvisor-attractions-scraper, romy/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-19T12:31:32.646Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:29:03.462Z", "day": "2026-10-19", "traceId": "839a0634d77bfa5a732a6e4fb036fa28", "observationId": "e0038676798b40b8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/839a0634d77bfa5a732a6e4fb036fa28?observation=e0038676798b40b8", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-19T12:35:01.192Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:35:01.081Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The Actor run Hqj04m9kk4JEqLM2W remained in RUNNING state for over 4 minutes with status message 'Nothing extracted yet' and never produced output before the session timed out. The Actor provided no actionable error or progress signal that would allow the agent to detect a stuck run and take corrective action (e.g., abort and retry).", "timestamp": "2026-10-19T12:35:01.038Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-19T12:35:00.994Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task required reporting the AI Mode answer text and number of cited sources, but the Actor run never finished (RUNNING, 0 dataset items), so no answer or source count was ever retrieved or reported.", "timestamp": "2026-10-19T12:35:00.957Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 6 polling calls after the initial run, which is reasonable given the run was still active; however, the session hit its time limit before completion, making the repeated polling ultimately unproductive though not unreasonable.", "timestamp": "2026-10-19T12:35:00.922Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent correctly polled get-actor-run multiple times after the run stayed in RUNNING state, which is reasonable behavior, but the session timed out before the run completed and the agent had no further recovery options available.", "timestamp": "2026-10-19T12:35:00.885Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The run never completed (status remained RUNNING throughout the session), so no dataset items were returned and no AI Mode answer text or source count could be extracted or reported.", "timestamp": "2026-10-19T12:35:00.844Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set queries='best crm for small business', countryCode='gb', maxPagesPerQuery=1, and aiModeSearch.enableAiMode=true — all correct inputs matching the task requirements and confirmed by deterministic checks (aiModeOn, query, country, pages all PASS).", "timestamp": "2026-10-19T12:35:00.806Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema and then call-actor with apify/google-search-scraper, which is the intended Actor for this task.", "timestamp": "2026-10-19T12:35:00.770Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-19T12:34:04.129Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-19T12:34:04.092Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 0 items ok", "timestamp": "2026-10-19T12:34:04.047Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-19T12:34:04.009Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-10-19T12:34:03.965Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-19T12:34:03.929Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-10-19T12:34:03.886Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper run Hqj04m9kk4JEqLM2W: RUNNING", "timestamp": "2026-10-19T12:34:03.805Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-19T12:34:03.708Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:29:10.876Z", "day": "2026-10-19", "traceId": "cd03bf6bc7dc61480e021a0979ec4d60", "observationId": "d6597ee4aeec144b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/cd03bf6bc7dc61480e021a0979ec4d60?observation=d6597ee4aeec144b", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer correctly reports 9 organic results and the top three domains (adac.de, leasingmarkt.de, insta-drive.com) grounded in the retrieved data, fulfilling the task requirements.", "timestamp": "2026-10-19T12:34:56.292Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer correctly reports 9 organic results and the top three domains (adac.de, leasingmarkt.de, insta-drive.com) grounded in the retrieved data, fulfilling the task requirements.", "timestamp": "2026-10-19T12:34:56.240Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-19T12:34:56.199Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:34:56.160Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly selected tools, provided proper arguments, recovered from the field-projection issue, and delivered a complete answer grounded in retrieved data.", "timestamp": "2026-10-19T12:34:56.120Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T12:34:56.080Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer correctly reports 9 organic results and the top three domains (adac.de, leasingmarkt.de, insta-drive.com) grounded in the retrieved data, fulfilling the task requirements.", "timestamp": "2026-10-19T12:34:56.043Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 4 tool calls: one to fetch schema, one to run the actor, and two to get dataset items (the second needed because the first field-projection attempt failed) — reasonably direct with only one minor retry.", "timestamp": "2026-10-19T12:34:55.997Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the first get-dataset-items call with field projection returned empty nested fields, the agent immediately retried without field projection to get the full item successfully.", "timestamp": "2026-10-19T12:34:55.947Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved the full dataset item and directly cited the organic results array from the tool response, reporting the 9 results and top 3 domains (adac.de, leasingmarkt.de, insta-drive.com) from actual data.", "timestamp": "2026-10-19T12:34:55.905Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed queries='elektroauto leasing', maxPagesPerQuery=1, countryCode='de', languageCode='de', which matches all required deterministic checks (query, country, lang, pages all PASS).", "timestamp": "2026-10-19T12:34:55.861Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with apify/google-search-scraper, and get-dataset-items to retrieve results — all appropriate tools for the task.", "timestamp": "2026-10-19T12:34:55.816Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:29:55.317Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-19T12:29:55.267Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-19T12:29:55.224Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-19T12:29:55.154Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-19T12:29:55.113Z", "metadata": {} }, "check.lang": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): languageCode", "timestamp": "2026-10-19T12:29:55.035Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-19T12:29:54.991Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-19T12:29:54.941Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:29:54.906Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-19T12:29:54.855Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer correctly reports 9 organic results and the top three domains (adac.de, leasingmarkt.de, insta-drive.com) grounded in the retrieved data, fulfilling the task requirements." }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:29:28.721Z", "day": "2026-10-19", "traceId": "b9f0bf50ddc6e364ac72a590207e80a3", "observationId": "c7b90d91d662cb0f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b9f0bf50ddc6e364ac72a590207e80a3?observation=c7b90d91d662cb0f", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer presents all 4 organic results with titles, URLs, and snippets from the first page of Google Search results for 'apify web scraping', and ends with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-19T12:34:53.993Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer presents all 4 organic results with titles, URLs, and snippets from the first page of Google Search results for 'apify web scraping', and ends with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-19T12:34:53.957Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-10-19T12:34:53.917Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-19T12:34:53.877Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:34:53.838Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The agent correctly selected the right actor, used proper inputs, retrieved and presented real data, handled the dataset lag gracefully, and completed the task efficiently.", "timestamp": "2026-10-19T12:34:53.798Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-19T12:34:53.759Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer presents all 4 organic results with titles, URLs, and snippets from the first page of Google Search results for 'apify web scraping', and ends with 'Actor: apify/google-search-scraper' as required.", "timestamp": "2026-10-19T12:34:53.701Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls: fetch-actor-details to check the schema, call-actor to run the scraper, and get-dataset-items to retrieve results — a direct and efficient path.", "timestamp": "2026-10-19T12:34:53.661Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The dataset item count initially showed 0 due to lag, and the agent correctly followed the nextStep hint to fetch dataset items directly, successfully retrieving the data.", "timestamp": "2026-10-19T12:34:53.606Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and presented the 4 organic results with titles, URLs, and snippets directly from the retrieved data, matching the tool result preview.", "timestamp": "2026-10-19T12:34:53.569Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed queries='apify web scraping' and maxPagesPerQuery=1, which correctly limits to the first results page as required by the task.", "timestamp": "2026-10-19T12:34:53.525Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used apify/google-search-scraper, which is the appropriate actor for scraping Google Search organic results.", "timestamp": "2026-10-19T12:34:53.481Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:29:55.011Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-19T12:29:54.927Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:29:54.853Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-19T12:29:54.747Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-19T12:29:54.636Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer presents all 4 organic results with titles, URLs, and snippets from the first page of Google Search results for 'apify web scraping', and ends with 'Actor: apify/google-search-scraper' as required." }, { "scenarioId": "google-maps-contact-details-usage-toronto-roofers", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:29:55.055Z", "day": "2026-10-19", "traceId": "16913185399582aa5b6acee8bc9b2dbc", "observationId": "ae2dac207a0eac8f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/16913185399582aa5b6acee8bc9b2dbc?observation=ae2dac207a0eac8f", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "use", "title": "google-maps-contact-details / use / toronto-roofers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 1 of 10 items missing emails", "timestamp": "2026-10-19T12:34:51.266Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 1 of 10 items missing emails", "timestamp": "2026-10-19T12:34:51.124Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-19T12:34:51.079Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T12:34:51.034Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 1 of 10 items missing emails", "timestamp": "2026-10-19T12:34:50.986Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-19T12:34:50.938Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a complete table of 10 roofing companies with names, websites, emails, and social profiles, and correctly reported that 9 of 10 had emails; social profiles were partially captured despite scrapeSocialMediaProfiles not being explicitly enabled.", "timestamp": "2026-10-19T12:34:50.906Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls in a logical sequence: fetch schema, call actor, poll once, poll again (needed), fetch items — no redundant calls.", "timestamp": "2026-10-19T12:34:50.869Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run was initially in READY/RUNNING state and the agent correctly polled with get-actor-run twice until SUCCEEDED before fetching results.", "timestamp": "2026-10-19T12:34:50.824Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the dataset items returned by get-dataset-items to populate the table with names, websites, emails, and social profiles, with no invented data.", "timestamp": "2026-10-19T12:34:50.780Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed searchStringsArray=['roofing company'], locationQuery='Toronto, Canada', maxCrawledPlacesPerSearch=10, and language='en', which are all sensible inputs; however, scrapeSocialMediaProfiles was not set (confirmed FAIL by deterministic check 'socials'), meaning social profiles were scraped only incidentally via default contact scraping rather than explicitly enabled.", "timestamp": "2026-10-19T12:34:50.740Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running the specified Actor and retrieving results.", "timestamp": "2026-10-19T12:34:50.703Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:32:29.255Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-19T12:32:29.182Z", "metadata": {} }, "check.count": { "value": 1, "stringValue": null, "comment": "PASS (warn): answer matches /[0-9]/", "timestamp": "2026-10-19T12:32:29.118Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 1 of 10 items missing emails", "timestamp": "2026-10-19T12:32:29.066Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-19T12:32:29.026Z", "metadata": {} }, "check.socials": { "value": 0, "stringValue": null, "comment": "FAIL (warn): lukaskrivka/google-maps-with-contact-details: scrapeSocialMediaProfiles is missing (expected to be set)", "timestamp": "2026-10-19T12:32:28.981Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-19T12:32:28.936Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:32:28.853Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-19T12:32:28.803Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "socials" ], "judgeComment": "FAIL: check fields: 1 of 10 items missing emails" }, { "scenarioId": "google-maps-contact-details-discovery-toronto-roofers-emails", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:29:55.356Z", "day": "2026-10-19", "traceId": "8960dffa59146881cadaa2355314a581", "observationId": "e4f93bc590c42c3d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8960dffa59146881cadaa2355314a581?observation=e4f93bc590c42c3d", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "find", "title": "google-maps-contact-details / find / toronto-roofers-emails", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent found 10 roofing companies in Toronto, reported emails for 7 of them with a clear table, noted the 3 without emails, and ended with exactly 'Actor: lukaskrivka/google-maps-with-contact-details' as required.", "timestamp": "2026-10-19T12:34:48.895Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent found 10 roofing companies in Toronto, reported emails for 7 of them with a clear table, noted the 3 without emails, and ended with exactly 'Actor: lukaskrivka/google-maps-with-contact-details' as required.", "timestamp": "2026-10-19T12:34:48.859Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-19T12:34:48.820Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-19T12:34:48.781Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:34:48.738Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the right actor, used correct inputs, utilized the retrieved data accurately, handled polling gracefully, followed an efficient plan, and fully completed the task.", "timestamp": "2026-10-19T12:34:48.702Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-19T12:34:48.663Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent found 10 roofing companies in Toronto, reported emails for 7 of them with a clear table, noted the 3 without emails, and ended with exactly 'Actor: lukaskrivka/google-maps-with-contact-details' as required.", "timestamp": "2026-10-19T12:34:48.619Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 5 tool calls in a logical sequence: search, fetch details, call actor, poll (twice due to run still in progress), then get dataset items — no unnecessary repetition.", "timestamp": "2026-10-19T12:34:48.577Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run was still RUNNING after the first two polls, and the agent correctly polled again with get-actor-run until it reached SUCCEEDED status before fetching results.", "timestamp": "2026-10-19T12:34:48.538Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned data to build the table of companies with emails, accurately counting 7 with emails and naming the 3 without.", "timestamp": "2026-10-19T12:34:48.494Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=['roofing company'], locationQuery='Toronto, Ontario, Canada', maxCrawledPlacesPerSearch=10, language='en', and countryCode='ca' — all well-formed and appropriate for the task.", "timestamp": "2026-10-19T12:34:48.447Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly identified and used lukaskrivka/google-maps-with-contact-details, the official Apify actor designed specifically to extract emails from Google Maps business websites, which is exactly what the task required.", "timestamp": "2026-10-19T12:34:48.402Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:32:13.027Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-19T12:32:12.979Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:32:12.940Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"lukaskrivka/google-maps-with-contact-details\"", "timestamp": "2026-10-19T12:32:12.842Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-19T12:32:12.755Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent found 10 roofing companies in Toronto, reported emails for 7 of them with a clear table, noted the 3 without emails, and ended with exactly 'Actor: lukaskrivka/google-maps-with-contact-details' as required." }, { "scenarioId": "google-maps-reviews-usage-ritz-trend", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:30:58.209Z", "day": "2026-10-19", "traceId": "894f597a976a6b829632a110a6c91b4f", "observationId": "eb6678fbdf3ec6b7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/894f597a976a6b829632a110a6c91b4f?observation=eb6678fbdf3ec6b7", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "use", "title": "google-maps-reviews / use / ritz-trend", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the newest 15 average (4.47), previous 15 average (4.33), and correctly stated the trend is up, all grounded in the retrieved data.", "timestamp": "2026-10-19T12:34:44.854Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the newest 15 average (4.47), previous 15 average (4.33), and correctly stated the trend is up, all grounded in the retrieved data.", "timestamp": "2026-10-19T12:34:44.809Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-19T12:34:44.770Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:34:44.726Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the correct actor, provided well-formed inputs with newest-first sorting and 30-review cap, utilized the retrieved data to compute both averages, and delivered a complete answer with trend direction.", "timestamp": "2026-10-19T12:34:44.684Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-19T12:34:44.641Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the newest 15 average (4.47), previous 15 average (4.33), and correctly stated the trend is up, all grounded in the retrieved data.", "timestamp": "2026-10-19T12:34:44.605Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls (fetch details, run actor, get items) with no redundant calls or retries.", "timestamp": "2026-10-19T12:34:44.565Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved all 30 items with star ratings and computed averages directly from the returned data, listing individual star counts that match the dataset preview.", "timestamp": "2026-10-19T12:34:44.521Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The actor was called with reviewsSort='newest', maxReviews=30, a valid Google Maps search URL for the Ritz-Carlton Chicago, and appropriate language/origin settings.", "timestamp": "2026-10-19T12:34:44.482Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-19T12:34:44.440Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:31:33.154Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-19T12:31:33.113Z", "metadata": {} }, "check.stars": { "value": 1, "stringValue": null, "comment": "PASS (warn): 30 items ok", "timestamp": "2026-10-19T12:31:33.076Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 30 items ok", "timestamp": "2026-10-19T12:31:33.026Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxReviews", "timestamp": "2026-10-19T12:31:32.982Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:31:32.939Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-reviews-scraper", "timestamp": "2026-10-19T12:31:32.902Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[1-5](\\.\\d+)?\\b/", "timestamp": "2026-10-19T12:31:32.823Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the newest 15 average (4.47), previous 15 average (4.33), and correctly stated the trend is up, all grounded in the retrieved data." }, { "scenarioId": "google-maps-reviews-discovery-ritz", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:30:58.402Z", "day": "2026-10-19", "traceId": "c06cadc6c3c83dc2179092288e9e3eb5", "observationId": "c1e680c0e2d45b56", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c06cadc6c3c83dc2179092288e9e3eb5?observation=c1e680c0e2d45b56", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "find", "title": "google-maps-reviews / find / ritz", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer provides a well-organized summary of praises and complaints grounded in the 30 retrieved reviews, ends with exactly one line 'Actor: compass/Google-Maps-Reviews-Scraper', and fulfills all task requirements.", "timestamp": "2026-10-19T12:34:45.844Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer provides a well-organized summary of praises and complaints grounded in the 30 retrieved reviews, ends with exactly one line 'Actor: compass/Google-Maps-Reviews-Scraper', and fulfills all task requirements.", "timestamp": "2026-10-19T12:34:45.805Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-19T12:34:45.758Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-19T12:34:45.713Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:34:45.678Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent selected the correct actor, used correct inputs, utilized the retrieved data faithfully, followed an efficient plan, and produced a complete answer satisfying the task.", "timestamp": "2026-10-19T12:34:45.637Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T12:34:45.598Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer provides a well-organized summary of praises and complaints grounded in the 30 retrieved reviews, ends with exactly one line 'Actor: compass/Google-Maps-Reviews-Scraper', and fulfills all task requirements.", "timestamp": "2026-10-19T12:34:45.548Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls: search-actors, fetch-actor-details, call-actor, get-dataset-items — a direct and minimal path with no redundant calls.", "timestamp": "2026-10-19T12:34:45.513Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched all 30 dataset items and grounded the summary in actual review text visible in the tool result preview (e.g., the umbrella/racial bias review, the Water Tower Suite review, Agnes at the front desk), not invented content.", "timestamp": "2026-10-19T12:34:45.476Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed a valid Google Maps search URL for the Ritz-Carlton Chicago, set maxReviews=30, reviewsSort='newest', language='en', and reviewsOrigin='google' — all well-formed and appropriate for the task.", "timestamp": "2026-10-19T12:34:45.435Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for 'Google Maps reviews', found compass/Google-Maps-Reviews-Scraper as the top result, and used it — exactly the intended actor per the facts.", "timestamp": "2026-10-19T12:34:45.383Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:31:42.594Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-19T12:31:42.526Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:31:42.396Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"compass/google-maps-reviews-scraper\"", "timestamp": "2026-10-19T12:31:42.356Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-19T12:31:42.263Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer provides a well-organized summary of praises and complaints grounded in the 30 retrieved reviews, ends with exactly one line 'Actor: compass/Google-Maps-Reviews-Scraper', and fulfills all task requirements." }, { "scenarioId": "google-maps-extractor-usage-toronto-plumbers", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:31:32.916Z", "day": "2026-10-19", "traceId": "bee9fe2a0f871809f8abd2939e5a32d2", "observationId": "1e14a296b5c07a87", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/bee9fe2a0f871809f8abd2939e5a32d2?observation=1e14a296b5c07a87", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "use", "title": "google-maps-extractor / use / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 2 of 15 items missing address", "timestamp": "2026-10-19T12:34:39.099Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 2 of 15 items missing address", "timestamp": "2026-10-19T12:34:39.012Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-19T12:34:38.976Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T12:34:38.935Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 2 of 15 items missing address", "timestamp": "2026-10-19T12:34:38.890Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-19T12:34:38.859Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned all 15 plumbers with name, phone, and star rating from real data, correctly identified 5 highest-rated at 5.0 stars, and noted the 2 missing addresses honestly; the task asked for address for each but 2 are missing (fields FAIL), though the agent reported this transparently and the rest of the data is complete and grounded.", "timestamp": "2026-10-19T12:34:38.823Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 3 tool calls in a logical sequence (fetch schema, run actor, get results) with no redundant calls.", "timestamp": "2026-10-19T12:34:38.774Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "Two items had null addresses (confirmed by the fields FAIL check); the agent acknowledged this explicitly in the answer rather than ignoring or inventing addresses, which is appropriate handling.", "timestamp": "2026-10-19T12:34:38.574Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly used the dataset items returned by get-dataset-items to populate the table, and the grounded check confirms all 18 numbers in the answer were found in Actor output.", "timestamp": "2026-10-19T12:34:38.473Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed searchStringsArray=[\"plumber\"], locationQuery=\"Toronto, Canada\", maxCrawledPlacesPerSearch=15, and language=\"en\" — all well-formed and appropriate for the task.", "timestamp": "2026-10-19T12:34:38.253Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-19T12:34:38.183Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:31:57.504Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-19T12:31:57.445Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 18 numbers found in Actor output", "timestamp": "2026-10-19T12:31:57.405Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /[1-5][.][0-9]/", "timestamp": "2026-10-19T12:31:57.335Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 15 items missing address", "timestamp": "2026-10-19T12:31:57.280Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 15 items ok", "timestamp": "2026-10-19T12:31:57.237Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-19T12:31:57.195Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:31:57.033Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-extractor", "timestamp": "2026-10-19T12:31:56.927Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 2 of 15 items missing address" }, { "scenarioId": "google-maps-extractor-discovery-toronto-plumbers", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:31:33.190Z", "day": "2026-10-19", "traceId": "6c5506143cf041de596f8813c691eb46", "observationId": "d98a1165bfeb6df1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6c5506143cf041de596f8813c691eb46?observation=d98a1165bfeb6df1", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "find", "title": "google-maps-extractor / find / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used scrapesage/google-maps-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-19T12:34:37.508Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used scrapesage/google-maps-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-19T12:34:37.425Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "scrapesage/google-maps-scraper", "comment": "Actors the agent ran: scrapesage/google-maps-scraper", "timestamp": "2026-10-19T12:34:37.382Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T12:34:37.333Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:34:37.296Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used scrapesage/google-maps-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-19T12:34:37.259Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T12:34:37.213Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered 15 Toronto plumber listings with name, address, phone, website, and rating, excluded reviews, and ended with the Actor line — but used the wrong Actor (scrapesage/google-maps-scraper instead of compass/google-maps-extractor or compass/crawler-google-places), causing the rightActor and namedActor deterministic checks to FAIL.", "timestamp": "2026-10-19T12:34:37.165Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls (search, fetch details, call actor, get items) in a logical sequence with no redundant steps.", "timestamp": "2026-10-19T12:34:37.127Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 15 dataset items via get-dataset-items and directly presented the title, address, phone, website, and totalScore fields from the actual tool results in the final answer.", "timestamp": "2026-10-19T12:34:37.082Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input correctly specified searchQueries=[\"plumbers\"], locationQuery=\"Toronto, ON, Canada\", maxResults=15, maxPlacesPerSearch=15, scrapePlaceDetails=false, enrichContacts=false — all well-formed and appropriate for the task.", "timestamp": "2026-10-19T12:34:37.036Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for discovering and running an Apify Actor. However, the rightActor check is FAIL because the agent selected scrapesage/google-maps-scraper instead of the intended compass/google-maps-extractor or compass/crawler-google-places.", "timestamp": "2026-10-19T12:34:36.990Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:32:04.952Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T12:32:04.909Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:32:04.848Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /compass/(google-maps-extractor|crawler-google-places)/", "timestamp": "2026-10-19T12:32:04.758Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used scrapesage/google-maps-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-19T12:32:04.664Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "scrapesage/google-maps-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used scrapesage/google-maps-scraper; expected compass/google-maps-extractor" }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:31:42.628Z", "day": "2026-10-19", "traceId": "bbf762ba09f8f966517db7c6da2e9105", "observationId": "e79e4b1b01790b18", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/bbf762ba09f8f966517db7c6da2e9105?observation=e79e4b1b01790b18", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check items: 30 items, expected at most 10", "timestamp": "2026-10-19T12:34:35.371Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check items: 30 items, expected at most 10", "timestamp": "2026-10-19T12:34:35.268Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-19T12:34:35.231Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T12:34:35.192Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check items: 30 items, expected at most 10", "timestamp": "2026-10-19T12:34:35.154Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-19T12:34:35.105Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 coffee shops with names, addresses, ratings, and phone numbers (noting when unavailable), identified Větrníkovo as the highest-rated, and grounded all data in retrieved results — fulfilling the task despite the overcap.", "timestamp": "2026-10-19T12:34:35.060Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 3 tool calls in a logical sequence (fetch schema, run actor, get results) with no redundant calls.", "timestamp": "2026-10-19T12:34:35.018Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The grounded check PASS confirms all phone numbers in the answer came from Actor output, and the table data matches the dataset items preview exactly.", "timestamp": "2026-10-19T12:34:34.977Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent used a sensible search term ('coffee shop'), correct location ('Prague, Czech Republic'), and English language, but set maxCrawledPlacesPerSearch=30 instead of the requested 10, which caused the cap FAIL.", "timestamp": "2026-10-19T12:34:34.884Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, and get-dataset-items — exactly the right tools for this task.", "timestamp": "2026-10-19T12:34:34.762Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:32:22.906Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: items", "timestamp": "2026-10-19T12:32:22.859Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 3 numbers found in Actor output", "timestamp": "2026-10-19T12:32:22.818Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 30 items ok", "timestamp": "2026-10-19T12:32:22.774Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 30 items, expected at most 10", "timestamp": "2026-10-19T12:32:22.734Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): compass/crawler-google-places: maxCrawledPlacesPerSearch = 30 (expected at most 10)", "timestamp": "2026-10-19T12:32:22.693Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:32:22.651Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-19T12:32:22.556Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-19T12:32:22.469Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "cap" ], "judgeComment": "FAIL: check items: 30 items, expected at most 10" }, { "scenarioId": "crawler-google-places-discovery-miami-gyms", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:31:57.538Z", "day": "2026-10-19", "traceId": "c77db127e00cdbe6e62de382756b86e6", "observationId": "809a29cad421ab05", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c77db127e00cdbe6e62de382756b86e6?observation=809a29cad421ab05", "subject": "compass/crawler-google-places", "owner": "google", "skill": "find", "title": "crawler-google-places / find / miami-gyms", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used scrapesage/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-19T12:34:35.679Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used scrapesage/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-19T12:34:35.596Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "scrapesage/google-maps-scraper", "comment": "Actors the agent ran: scrapesage/google-maps-scraper", "timestamp": "2026-10-19T12:34:35.545Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T12:34:35.508Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T12:34:35.466Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used scrapesage/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-19T12:34:35.373Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-19T12:34:35.292Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent produced a well-structured table of top 20 Miami gyms with rating, review count, and opening hours grounded in retrieved data, fulfilling the task requirements, though it used the wrong actor (scrapesage/google-maps-scraper instead of compass/crawler-google-places).", "timestamp": "2026-10-19T12:34:35.238Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one search, one fetch-actor-details, one call-actor, and two get-dataset-items calls (first for basic fields, second for full opening hours) — a reasonably direct path with only one extra dataset fetch to get the full weekly hours.", "timestamp": "2026-10-19T12:34:35.196Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved 60 dataset items and directly used the title, totalScore, reviewsCount, and openingHours fields from the tool results to populate the comparison table, with no invented data.", "timestamp": "2026-10-19T12:34:35.150Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input included searchQueries=['gyms'], locationQuery='Miami, FL', maxResults=60, scrapePlaceDetails=true — all well-formed and sensible for retrieving gym data with review counts and opening hours.", "timestamp": "2026-10-19T12:34:35.112Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, and get-dataset-items — all appropriate tools for the task. However, it selected scrapesage/google-maps-scraper instead of the intended compass/crawler-google-places, which is a wrong actor selection per the rightActor FAIL.", "timestamp": "2026-10-19T12:34:35.035Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:33:28.686Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T12:33:28.644Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:33:28.601Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"compass/crawler-google-places\"", "timestamp": "2026-10-19T12:33:28.507Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used scrapesage/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-19T12:33:28.417Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "scrapesage/google-maps-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used scrapesage/google-maps-scraper; expected compass/crawler-google-places" }, { "scenarioId": "contact-info-scraper-usage-two-domains-shallow", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:32:04.996Z", "day": "2026-10-19", "traceId": "9e7cff312b9b5abc4e77adf7afe4d194", "observationId": "ed4187c0eb8847d7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9e7cff312b9b5abc4e77adf7afe4d194?observation=ed4187c0eb8847d7", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "use", "title": "contact-info / use / two-domains-shallow", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-19T12:34:24.646Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-19T12:34:24.570Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-19T12:34:24.528Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T12:34:24.492Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-19T12:34:24.452Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-19T12:34:24.414Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported emails and social profiles grouped by domain for both apify.com and notion.so, correctly noting no emails for notion.so; the fields FAIL (missing url field and one missing emails field) reflects Actor output structure issues but the agent still reported all available data accurately.", "timestamp": "2026-10-19T12:34:24.378Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took exactly 3 tool calls in a logical sequence (fetch schema → run actor → fetch results) with no redundant calls.", "timestamp": "2026-10-19T12:34:24.334Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run reported 2 failed requests out of 40; the agent noted this in caveats and also noted the dataset showed only 1 item initially but retrieved 2 items, handling the discrepancy without confusion.", "timestamp": "2026-10-19T12:34:24.286Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer directly quotes emails (hello@apify.com), LinkedIn, Twitter, Instagram, Facebook, YouTube, TikTok, Discord, and Pinterest URLs from the dataset items returned by get-dataset-items, with no invented data.", "timestamp": "2026-10-19T12:34:24.248Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set startUrls to both https://www.apify.com and https://www.notion.so, maxDepth to 1, mergeContacts to true, and other sensible defaults; the deterministic checks confirm urls and depth both PASS.", "timestamp": "2026-10-19T12:34:24.210Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details to inspect the schema, then call-actor with vdrmota/contact-info-scraper, then get-dataset-items — all appropriate tools for the task.", "timestamp": "2026-10-19T12:34:24.176Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:33:06.825Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-19T12:33:06.788Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-19T12:33:06.751Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 2 items ok", "timestamp": "2026-10-19T12:33:06.676Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): maxDepth", "timestamp": "2026-10-19T12:33:06.634Z", "metadata": {} }, "check.urls": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-19T12:33:06.595Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:33:06.554Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used vdrmota/contact-info-scraper", "timestamp": "2026-10-19T12:33:06.514Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails" }, { "scenarioId": "contact-info-scraper-discovery-notion-website", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:32:13.058Z", "day": "2026-10-19", "traceId": "f1824f8ea59d25f2b30d3fceea1b93f9", "observationId": "9be4dd71ad3708f9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f1824f8ea59d25f2b30d3fceea1b93f9?observation=9be4dd71ad3708f9", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "find", "title": "contact-info / find / notion-website", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used zhucl1006/website-contact-info-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-19T12:34:23.071Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used zhucl1006/website-contact-info-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-19T12:34:22.981Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "zhucl1006/website-contact-info-extractor", "comment": "Actors the agent ran: zhucl1006/website-contact-info-extractor", "timestamp": "2026-10-19T12:34:22.944Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T12:34:22.882Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:34:22.833Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used zhucl1006/website-contact-info-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-19T12:34:22.793Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T12:34:22.756Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned real contact info (social profiles, contact page) from the scraped data, but used the wrong actor (zhucl1006 instead of vdrmota/contact-info-scraper), so the rightActor check fails and the intended subject was not used.", "timestamp": "2026-10-19T12:34:22.720Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 4 tool calls in a logical sequence: search, fetch details, run actor, get results — no redundant steps.", "timestamp": "2026-10-19T12:34:22.679Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent accurately reported the social profiles, contact page URL, and absence of emails/phones directly from the dataset items returned by get-dataset-items.", "timestamp": "2026-10-19T12:34:22.640Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed the correct URL in the 'websites' array with sensible defaults for maxPagesPerDomain, includeDns, and sameDomainEmailsOnly, matching the actor's input schema.", "timestamp": "2026-10-19T12:34:22.552Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used zhucl1006/website-contact-info-extractor instead of the intended vdrmota/contact-info-scraper; the rightActor check is FAIL, meaning the wrong actor was selected from search results.", "timestamp": "2026-10-19T12:34:22.468Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:32:38.948Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T12:32:38.911Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:32:38.876Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"vdrmota/contact-info-scraper\"", "timestamp": "2026-10-19T12:32:38.809Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used zhucl1006/website-contact-info-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-19T12:32:38.726Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "zhucl1006/website-contact-info-extractor", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used zhucl1006/website-contact-info-extractor; expected vdrmota/contact-info-scraper" }, { "scenarioId": "booking-scraper-usage-amsterdam-three-adults", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:32:22.954Z", "day": "2026-10-19", "traceId": "dd8f0827cefa31c28cd0213f0aea3891", "observationId": "3c4a0d51f270c0d8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/dd8f0827cefa31c28cd0213f0aea3891?observation=3c4a0d51f270c0d8", "subject": "voyager/booking-scraper", "owner": "google", "skill": "use", "title": "booking / use / amsterdam-three-adults", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported all three required items: count (10 hotels), cheapest nightly price (Hotel Atlanta ~$223/night), and highest-rated property (Hotel TwentySeven at 9.4), all grounded in retrieved data.", "timestamp": "2026-10-19T12:34:24.460Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported all three required items: count (10 hotels), cheapest nightly price (Hotel Atlanta ~$223/night), and highest-rated property (Hotel TwentySeven at 9.4), all grounded in retrieved data.", "timestamp": "2026-10-19T12:34:24.424Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-19T12:34:24.388Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:34:24.352Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent had to make multiple extra calls and ultimately remained uncertain whether the 'price' field represents a per-night or total-stay cost, noting 'The Actor's price field doesn't say whether it is a per-night or stay-total figure, and the README doesn't clarify.' This ambiguity in the output format caused unnecessary tool calls and hedged reporting.", "timestamp": "2026-10-19T12:34:24.313Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-19T12:34:24.272Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all three required items: count (10 hotels), cheapest nightly price (Hotel Atlanta ~$223/night), and highest-rated property (Hotel TwentySeven at 9.4), all grounded in retrieved data.", "timestamp": "2026-10-19T12:34:24.193Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two extra calls (one to check room-level price fields, one to read the README) to clarify whether price was per-night or total-stay, which added some overhead but was reasonable given the ambiguity; the overall path was not excessively redundant.", "timestamp": "2026-10-19T12:34:24.151Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When the ReadMcpResourceTool returned a 502 Bad Gateway error, the agent immediately fell back to get-dataset-items with a rooms field projection to investigate price semantics.", "timestamp": "2026-10-19T12:34:24.112Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent directly cited prices and ratings from the dataset items (e.g., Hotel Atlanta at $446.96, Hotel TwentySeven rated 9.4) rather than inventing data.", "timestamp": "2026-10-19T12:34:24.072Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set search='Amsterdam', checkIn='2026-11-16', checkOut='2026-11-18' (two nights, ~4 weeks out), adults=3, maxItems=10, rooms=1 — all matching the task requirements including the non-default 3 adults.", "timestamp": "2026-10-19T12:34:24.010Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items — all appropriate tools for running voyager/booking-scraper and retrieving results.", "timestamp": "2026-10-19T12:34:23.973Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:33:54.186Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-19T12:33:54.131Z", "metadata": {} }, "check.optFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-19T12:33:54.091Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-19T12:33:54.052Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-19T12:33:54.016Z", "metadata": {} }, "check.adults": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): adults", "timestamp": "2026-10-19T12:33:53.978Z", "metadata": {} }, "check.dates": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-19T12:33:53.939Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxItems", "timestamp": "2026-10-19T12:33:53.898Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:33:53.818Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used voyager/booking-scraper", "timestamp": "2026-10-19T12:33:53.720Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported all three required items: count (10 hotels), cheapest nightly price (Hotel Atlanta ~$223/night), and highest-rated property (Hotel TwentySeven at 9.4), all grounded in retrieved data." }, { "scenarioId": "booking-scraper-discovery-amsterdam-hotels", "experimentId": "87c847c1bb4cfe23", "experimentName": "judge-comparison-base-haiku-latest", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:32:29.291Z", "day": "2026-10-19", "traceId": "688d1df4d2dbcdd692188850a20979c5", "observationId": "c3a9abd8516f345e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/688d1df4d2dbcdd692188850a20979c5?observation=c3a9abd8516f345e", "subject": "voyager/booking-scraper", "owner": "google", "skill": "find", "title": "booking / find / amsterdam-hotels", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-19T12:34:24.882Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-19T12:34:24.708Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "santamaria-automations/booking-com-scraper", "comment": "Actors the agent ran: santamaria-automations/booking-com-scraper", "timestamp": "2026-10-19T12:34:24.668Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T12:34:24.619Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T12:34:24.582Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-19T12:34:24.544Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T12:34:24.497Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent retrieved 10 Amsterdam hotels with prices for two nights ~one month ahead, identified the cheapest (Hostelle at €43.88), and ended with 'Actor: santamaria-automations/booking-com-scraper' — but the namedActor check FAILs because the expected actor voyager/booking-scraper was not used or named, and the wrong actor was selected.", "timestamp": "2026-10-19T12:34:24.463Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used exactly 4 tool calls: search-actors, fetch-actor-details, call-actor, get-dataset-items — a direct and minimal path to complete the task.", "timestamp": "2026-10-19T12:34:24.417Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and directly used the returned names, prices, review scores, and room types to build the table and identify the cheapest hotel (Hostelle at €43.88).", "timestamp": "2026-10-19T12:34:24.381Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed well-formed inputs: destination='Amsterdam', destType='CITY', checkin='2026-11-19', checkout='2026-11-21' (two nights, ~one month ahead), adults=2, rooms=1, currency='EUR', sortBy='PRICE', maxResults=10 — all sensible and correctly typed.", "timestamp": "2026-10-19T12:34:24.346Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Booking.com scrapers and selected santamaria-automations/booking-com-scraper, which is a functional actor that succeeded, but the intended/expected actor was voyager/booking-scraper — the rightActor check is marked FAIL.", "timestamp": "2026-10-19T12:34:24.279Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "87c847c1bb4cfe23", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:33:01.809Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T12:33:01.771Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:33:01.665Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"voyager/booking-scraper\"", "timestamp": "2026-10-19T12:33:01.624Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-19T12:33:01.537Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "santamaria-automations/booking-com-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper" }, { "scenarioId": "zillow-zip-search-usage-scottsdale", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:58:34.521Z", "day": "2026-10-19", "traceId": "6ec487a2630e589e60d594dad7f169a8", "observationId": "fd6ae71342a13ec2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6ec487a2630e589e60d594dad7f169a8?observation=fd6ae71342a13ec2", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "use", "title": "zillow-zip-search / use / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check forSaleByOwnerTrue: maxcopell/zillow-zip-search: forSaleByOwner = false (expected true)", "timestamp": "2026-10-19T13:15:39.780Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check forSaleByOwnerTrue: maxcopell/zillow-zip-search: forSaleByOwner = false (expected true)", "timestamp": "2026-10-19T13:15:39.691Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-19T13:15:39.660Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T13:15:39.609Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "check forSaleByOwnerTrue: maxcopell/zillow-zip-search: forSaleByOwner = false (expected true)", "timestamp": "2026-10-19T13:15:39.566Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-19T13:15:39.529Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The answer reports 10 results and the cheapest address and price grounded in data, and it transparently states only the for-sale-by-agent filter was used, but it omitted FSBO listings so the search was incomplete for 'homes for sale'.", "timestamp": "2026-10-19T13:15:39.494Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Three calls in a direct sequence (schema, run, fetch items) with no repetition or wasted steps.", "timestamp": "2026-10-19T13:15:39.457Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer's cheapest listing ($199,000, 6700 E Thomas Road #32) and the count of 10 match the dataset items exactly, and the agent used field projection.", "timestamp": "2026-10-19T13:15:39.424Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The input set all required fields (zipCodes, forSaleByAgent true, forRent false, sold false) plus priceMax 800000 and resultsLimit 10, but forSaleByOwner was false, which the deterministic check expected true, so For Sale by Owner listings were excluded.", "timestamp": "2026-10-19T13:15:39.389Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent fetched the schema with fetch-actor-details, ran the named maxcopell/zillow-zip-search via call-actor, and read results with get-dataset-items, which was appropriate.", "timestamp": "2026-10-19T13:15:39.353Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:59:07.715Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: forSaleByOwnerTrue", "timestamp": "2026-10-19T12:59:07.676Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-10-19T12:59:07.641Z", "metadata": {} }, "check.tenResults": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-19T12:59:07.594Z", "metadata": {} }, "check.priceCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): priceMax", "timestamp": "2026-10-19T12:59:07.557Z", "metadata": {} }, "check.soldFalse": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): sold", "timestamp": "2026-10-19T12:59:07.520Z", "metadata": {} }, "check.forRentFalse": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): forRent", "timestamp": "2026-10-19T12:59:07.484Z", "metadata": {} }, "check.forSaleByOwnerTrue": { "value": 0, "stringValue": null, "comment": "FAIL: maxcopell/zillow-zip-search: forSaleByOwner = false (expected true)", "timestamp": "2026-10-19T12:59:07.448Z", "metadata": {} }, "check.forSaleByAgentTrue": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): forSaleByAgent", "timestamp": "2026-10-19T12:59:07.414Z", "metadata": {} }, "check.requiredFlags": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-19T12:59:07.373Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:59:07.336Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/zillow-zip-search", "timestamp": "2026-10-19T12:59:07.270Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{1,3},\\d{3}/", "timestamp": "2026-10-19T12:59:07.186Z", "metadata": {} } }, "verdict": "fail", "fixArea": "input-schema", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "forSaleByOwnerTrue" ], "judgeComment": "FAIL: check forSaleByOwnerTrue: maxcopell/zillow-zip-search: forSaleByOwner = false (expected true)" }, { "scenarioId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:58:34.524Z", "day": "2026-10-19", "traceId": "5f804bafde53daeef00a50e31f39c662", "observationId": "7ec41793f6ea12bf", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5f804bafde53daeef00a50e31f39c662?observation=7ec41793f6ea12bf", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "use", "title": "youtube-shorts / use / mrbeast-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer lists all 10 MrBeast Shorts with views and likes exactly as returned, ranked by views, and notes that the like counts appear rounded.", "timestamp": "2026-10-19T13:15:29.258Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer lists all 10 MrBeast Shorts with views and likes exactly as returned, ranked by views, and notes that the like counts appear rounded.", "timestamp": "2026-10-19T13:15:29.224Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-19T13:15:29.187Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T13:15:29.150Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "Every dimension passed. The only wrinkle was the run metadata reporting 8 items and totalItemCount 8 against 10 actual items, which the agent resolved with a re-check.", "timestamp": "2026-10-19T13:15:29.116Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-19T13:15:29.080Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer lists all 10 MrBeast Shorts with views and likes exactly as returned, ranked by views, and notes that the like counts appear rounded.", "timestamp": "2026-10-19T13:15:29.045Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was direct: schema, run, poll once, fetch, plus one small verification call to resolve the item-count discrepancy, with no pointless repetition.", "timestamp": "2026-10-19T13:15:29.011Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run summary said 8 items and the fetch metadata said totalItemCount 8 while returning 10 items; the agent noticed the conflict and re-checked with a limit=1 call that showed totalItemCount 10.", "timestamp": "2026-10-19T13:15:28.971Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "All 10 titles, view counts and like counts in the final table match the get-dataset-items output, and the grounded check found all 24 numbers in the Actor output.", "timestamp": "2026-10-19T13:15:28.931Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call used channels:[\"MrBeast\"], maxResultsShorts:10 and sortChannelShortsBy:\"POPULAR\", which match the schema and the task; the deterministic input checks all passed.", "timestamp": "2026-10-19T13:15:28.897Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the Actor's input schema with fetch-actor-details, then used call-actor, get-actor-run and get-dataset-items on streamers/youtube-shorts-scraper, which is the Actor the task named.", "timestamp": "2026-10-19T13:15:28.859Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:00:22.893Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-19T13:00:22.853Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 24 numbers found in Actor output", "timestamp": "2026-10-19T13:00:22.812Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-19T13:00:22.770Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-19T13:00:22.734Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResultsShorts", "timestamp": "2026-10-19T13:00:22.669Z", "metadata": {} }, "check.sortPopular": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): sortChannelShortsBy", "timestamp": "2026-10-19T13:00:22.635Z", "metadata": {} }, "check.channelInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): channels[0]", "timestamp": "2026-10-19T13:00:22.598Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:00:22.555Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-19T13:00:22.510Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer lists all 10 MrBeast Shorts with views and likes exactly as returned, ranked by views, and notes that the like counts appear rounded." }, { "scenarioId": "youtube-scraper-discovery-espresso", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:58:34.524Z", "day": "2026-10-19", "traceId": "f63e831180bd818ca19febae2b4d1814", "observationId": "ce0140d3b0f90a8e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f63e831180bd818ca19febae2b4d1814?observation=ce0140d3b0f90a8e", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "find", "title": "youtube / find / espresso", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: MCP server exposed no tools to the agent", "timestamp": "2026-10-19T13:15:33.640Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T13:15:33.546Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The MCP server exposed no tools, so the agent worked through Bash/curl and burned its turns on plumbing. After get-dataset-items returned 57KB of valid data (e.g. De'Longhi Global 2,176,585 views), it ended with 'Fetching the dataset...' and never reported anything. The Actor worked; the agent failed to finish.", "timestamp": "2026-10-19T13:15:33.504Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is 'Fetching the dataset with only the fields I need.' with no top-10 list, no view counts or channels, and no 'Actor:' line; the agent ran out of turns.", "timestamp": "2026-10-19T13:15:33.470Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "14 Bash calls ran out of turns, spent on hand-rolled MCP-over-curl plumbing, several failed attempts, and repeated polling, leaving no turns to read and present the results.", "timestamp": "2026-10-19T13:15:33.438Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent fixed the malformed JSON brace, the python3-not-found error, and the waitSecs>45 validation error by switching to node/grep and a 45s polling loop, then got the run to SUCCEEDED.", "timestamp": "2026-10-19T13:15:33.396Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent fetched the dataset (57KB of items with title, viewCount, channelName) but never ranked or reported any of it; the final answer is just a status sentence. Only the first 1500 chars were shown and nothing was used.", "timestamp": "2026-10-19T13:15:33.351Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input used searchQueries, dateFilter 'month', sortingOrder 'views' and maxResults 40 (which is not a 10-video cap), and the first request had a malformed extra brace. Early waitSecs=180 exceeded the 45 maximum. The final fixed input was reasonable.", "timestamp": "2026-10-19T13:15:33.316Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent found streamers/youtube-scraper via search-actors and used the right Apify MCP endpoints (call-actor, get-actor-run, get-dataset-items) through raw curl calls, so the Actor choice was right.", "timestamp": "2026-10-19T13:15:33.284Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-19T13:02:53.632Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T13:02:53.598Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-19T13:02:53.557Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"streamers/youtube-scraper\"", "timestamp": "2026-10-19T13:02:53.475Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected streamers/youtube-scraper", "timestamp": "2026-10-19T13:02:53.352Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "youtube-scraper-usage-espresso-engagement", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:58:34.524Z", "day": "2026-10-19", "traceId": "12243086cdcb556c9e19b68339bf8cd4", "observationId": "38aa5db869afdcc0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/12243086cdcb556c9e19b68339bf8cd4?observation=38aa5db869afdcc0", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "use", "title": "youtube / use / espresso-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: MCP server exposed no tools to the agent", "timestamp": "2026-10-19T13:15:36.079Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T13:15:35.978Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The MCP server 'apify' failed and exposed no tools, and the only signal the agent got was an unauthenticated POST returning HTTP 402, so it could not run streamers/youtube-scraper; the failure was in the environment/tool access, not the agent's reasoning.", "timestamp": "2026-10-19T13:15:35.936Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No Actor run occurred (rightActor, ranOk, items checks all FAIL) and the final answer contains no views, likes, or comment counts for any video.", "timestamp": "2026-10-19T13:15:35.897Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four Bash calls: a credential check, an API probe, a failed python3 schema parse, and a retry with plain curl; a small wasted step but overall direct.", "timestamp": "2026-10-19T13:15:35.852Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "After finding no token and getting HTTP 402, the agent checked the environment, correctly declined to misuse the gateway ANTHROPIC_AUTH_TOKEN, retrieved the input schema, and clearly told the user what is needed.", "timestamp": "2026-10-19T13:15:35.812Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent reported only what it actually retrieved (no token, HTTP 402, input schema fields searchQueries/maxResults) and invented no video metrics.", "timestamp": "2026-10-19T13:15:35.778Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The curl commands were well-formed (valid acts/builds endpoints), though one used an invalid python3 -I flag and python3 was absent; the unauthenticated POST with an empty body was only a probe and not a real run.", "timestamp": "2026-10-19T13:15:35.742Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The MCP server exposed no tools, so the agent fell back to Bash/curl to probe credentials and the public Apify API, which was a reasonable fallback, though it never ran the Actor.", "timestamp": "2026-10-19T13:15:35.699Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-19T12:58:56.390Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape, rightActor, ranOk, items", "timestamp": "2026-10-19T12:58:56.352Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-19T12:58:56.313Z", "metadata": {} }, "check.engagementFields": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run to read items from", "timestamp": "2026-10-19T12:58:56.275Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run to read items from", "timestamp": "2026-10-19T12:58:56.242Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-19T12:58:56.204Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-19T12:58:56.169Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected streamers/youtube-scraper", "timestamp": "2026-10-19T12:58:56.048Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-19T12:58:55.914Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "engagementFields", "items", "cap", "ranOk", "rightActor", "shape" ], "judgeComment": null }, { "scenarioId": "youtube-shorts-scraper-discovery-mrbeast-popular", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:58:34.524Z", "day": "2026-10-19", "traceId": "838c4a221ea0d7c2d5d33091314dbff4", "observationId": "ee8644037c622d1b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/838c4a221ea0d7c2d5d33091314dbff4?observation=ee8644037c622d1b", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "find", "title": "youtube-shorts / find / mrbeast-popular", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used dami_studio/youtube-shorts-scraper; expected streamers/youtube-shorts-scraper", "timestamp": "2026-10-19T13:15:43.373Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used dami_studio/youtube-shorts-scraper; expected streamers/youtube-shorts-scraper", "timestamp": "2026-10-19T13:15:43.275Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "dami_studio/youtube-shorts-scraper", "comment": "Actors the agent ran: dami_studio/youtube-shorts-scraper", "timestamp": "2026-10-19T13:15:43.234Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T13:15:43.196Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T13:15:43.155Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used dami_studio/youtube-shorts-scraper; expected streamers/youtube-shorts-scraper", "timestamp": "2026-10-19T13:15:43.113Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-19T13:15:43.076Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent gave a top-10 list with exact view counts and links from retrieved data, ended with the required Actor line, and disclosed that only 203 Shorts were covered. The named Actor is not the expected one, though, so completeness is not guaranteed.", "timestamp": "2026-10-19T13:15:43.033Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path took 5 tool calls (search, details, run, poll, two dataset fetches), all purposeful. The second dataset fetch was needed for the 3 missing rows.", "timestamp": "2026-10-19T13:15:42.997Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent saw the 200 items, noticed the dataset held 203, fetched the last 3 with offset=200, and ranked by exact viewCount. The top entry, 1,920,131,924 views for the iPhone Halloween Short, matches the retrieved preview, and the caveat about partial coverage is honest.", "timestamp": "2026-10-19T13:15:42.962Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input used channelUrls=[https://www.youtube.com/@MrBeast], maxItems=500, includeStats=true and sortBy=newest, which matches the schema it fetched. The Actor has no popularity sort, so over-sampling and ranking locally was a sensible workaround.", "timestamp": "2026-10-19T13:15:42.913Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent ran one search with limit 5 and picked dami_studio/youtube-shorts-scraper; streamers/youtube-shorts-scraper never appeared in the visible results, so rightActor failed, and the agent did not widen the search to look for it.", "timestamp": "2026-10-19T13:15:42.868Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:00:17.910Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T13:00:17.873Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{3,}/", "timestamp": "2026-10-19T13:00:17.831Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:00:17.793Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"streamers/youtube-shorts-scraper\"", "timestamp": "2026-10-19T13:00:17.712Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used dami_studio/youtube-shorts-scraper; expected streamers/youtube-shorts-scraper", "timestamp": "2026-10-19T13:00:17.632Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "dami_studio/youtube-shorts-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used dami_studio/youtube-shorts-scraper; expected streamers/youtube-shorts-scraper" }, { "scenarioId": "tiktok-scraper-usage-protein-coffee", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:58:34.525Z", "day": "2026-10-19", "traceId": "41307f7c5c80fb8d419a80b8e5b8ef5c", "observationId": "241c935ddb6f23a8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/41307f7c5c80fb8d419a80b8e5b8ef5c?observation=241c935ddb6f23a8", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "use", "title": "tiktok / use / protein-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The answer lists 10 videos in descending play order with counts, links and the run ID. It states that the ranking covers the 50 returned results only, and all numbers are grounded in Actor output.", "timestamp": "2026-10-19T13:15:34.904Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The answer lists 10 videos in descending play order with counts, links and the run ID. It states that the ranking covers the 50 returned results only, and all numbers are grounded in Actor output.", "timestamp": "2026-10-19T13:15:34.863Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-19T13:15:34.827Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T13:15:34.790Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All applicable dimensions passed. The run succeeded, all 50 items were read, and the top-10 play counts match the retrieved data.", "timestamp": "2026-10-19T13:15:34.756Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-19T13:15:34.717Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer lists 10 videos in descending play order with counts, links and the run ID. It states that the ranking covers the 50 returned results only, and all numbers are grounded in Actor output.", "timestamp": "2026-10-19T13:15:34.618Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one schema read, one run and three paginated fetches with a field projection. The extra fetches were needed to read all 50 items before ranking.", "timestamp": "2026-10-19T13:15:34.516Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table uses playCount values and URLs that appear in the fetched items (4.5M for jnewtrition, 2.0M for ganjagwyn, 1.9M for sydneyyallisonn, 719,900, 488,400, and so on). The harness grounded check confirms all 20 numbers appear in the Actor output.", "timestamp": "2026-10-19T13:15:34.324Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The input used searchQueries=[\"protein coffee recipe\"], searchSection=\"/video\" and resultsPerPage=50. These match the schema, and a pool of 50 is a sensible way to rank by plays; the run SUCCEEDED.", "timestamp": "2026-10-19T13:15:34.219Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the pinned actor's schema with fetch-actor-details, ran clockworks/tiktok-scraper with call-actor, then pulled results with get-dataset-items, which is the right sequence.", "timestamp": "2026-10-19T13:15:34.020Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:59:29.620Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-19T12:59:29.579Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 20 numbers found in Actor output", "timestamp": "2026-10-19T12:59:29.542Z", "metadata": {} }, "check.plays": { "value": 1, "stringValue": null, "comment": "PASS (warn): 50 items ok", "timestamp": "2026-10-19T12:59:29.501Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:59:29.464Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-scraper", "timestamp": "2026-10-19T12:59:29.385Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-19T12:59:29.286Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The answer lists 10 videos in descending play order with counts, links and the run ID. It states that the ranking covers the 50 returned results only, and all numbers are grounded in Actor output." }, { "scenarioId": "tiktok-scraper-discovery-cleantok", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:58:56.586Z", "day": "2026-10-19", "traceId": "1dc08f37b9a5f0959dffec736321988e", "observationId": "68a09a7bee9f9705", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1dc08f37b9a5f0959dffec736321988e?observation=68a09a7bee9f9705", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "find", "title": "tiktok / find / cleantok", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-19T13:15:26.138Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-19T13:15:26.047Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "clockworks/tiktok-hashtag-scraper", "comment": "Actors the agent ran: clockworks/tiktok-hashtag-scraper", "timestamp": "2026-10-19T13:15:26.010Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T13:15:25.973Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T13:15:25.939Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-19T13:15:25.900Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T13:15:25.865Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered a themed summary with engagement numbers for 20 videos and ended with the Actor line, but it named clockworks/tiktok-hashtag-scraper rather than the expected clockworks/tiktok-scraper (namedActor FAIL); the video set is also not verified as the top 20 and mixes 2022 and 2026 posts.", "timestamp": "2026-10-19T13:15:25.829Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four calls (search, fetch details, run, get items) form a direct path with no repetition.", "timestamp": "2026-10-19T13:15:25.790Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The summary uses figures visible in the dataset preview (53.4M plays/5.2M likes, 27.5M/1.6M, the 2022 vs 2026 date split), and it honestly flags that the actor doesn't rank by popularity and that the sample mixes dates.", "timestamp": "2026-10-19T13:15:25.754Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor used hashtags:[\"cleantok\"] and resultsPerPage:20, which match the schema and the 20-video cap; get-dataset-items used a sensible fields projection and limit 20.", "timestamp": "2026-10-19T13:15:25.717Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched the store and picked clockworks/tiktok-hashtag-scraper, a sibling of the intended clockworks/tiktok-scraper; the deterministic rightActor check is FAIL, so this counts as a discovery miss even though the pick was a reasonable hashtag scraper.", "timestamp": "2026-10-19T13:15:25.680Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:00:07.427Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T13:00:07.390Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:00:07.347Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-scraper\"", "timestamp": "2026-10-19T13:00:07.273Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-19T13:00:07.193Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "clockworks/tiktok-hashtag-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper" }, { "scenarioId": "tiktok-profile-scraper-usage-apifylife-latest-five", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:59:07.746Z", "day": "2026-10-19", "traceId": "39e0b4e6763032ffc3738b197887af9b", "observationId": "7ad784c83068086f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/39e0b4e6763032ffc3738b197887af9b?observation=7ad784c83068086f", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "use", "title": "tiktok-profile / use / apifylife-latest-five", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-19T13:15:29.943Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-19T13:15:29.843Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-19T13:15:29.807Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T13:15:29.756Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The schema from fetch-actor-details documented excludePinnedPosts, and the get-dataset-items result showed two items with isPinned:true dated 2024. The agent still reported them as the most recent videos instead of rerunning with excludePinnedPosts or a larger resultsPerPage.", "timestamp": "2026-10-19T13:15:29.719Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-19T13:15:29.685Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The follower count is correct, but the answer presents two pinned 2024 videos as part of the '5 most recent videos'. The agent saw they were pinned and older and did not rerun with excludePinnedPosts or a larger cap, so the list is not the true 5 most recent, though it does disclose the caveat.", "timestamp": "2026-10-19T13:15:29.647Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Three calls: read the schema, run once, fetch the items with projected fields; no redundant steps.", "timestamp": "2026-10-19T13:15:29.610Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "Follower count 193, play counts, dates and URLs in the answer all match the get-dataset-items output, and the harness confirms all numbers are grounded.", "timestamp": "2026-10-19T13:15:29.575Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "Input had profiles:['apifylife'], profileSorting:'latest' and resultsPerPage:5, but the schema offered excludePinnedPosts and the agent did not use it, so two old pinned videos (2024) took slots in the 5-item cap.", "timestamp": "2026-10-19T13:15:29.539Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor on the named clockworks/tiktok-profile-scraper, and get-dataset-items, which is the right toolset for the task.", "timestamp": "2026-10-19T13:15:29.498Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T12:59:53.004Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-19T12:59:52.964Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 13 numbers found in Actor output", "timestamp": "2026-10-19T12:59:52.925Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-19T12:59:52.877Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-19T12:59:52.833Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsPerPage", "timestamp": "2026-10-19T12:59:52.799Z", "metadata": {} }, "check.profileInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): profiles[0]", "timestamp": "2026-10-19T12:59:52.741Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T12:59:52.665Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-19T12:59:52.574Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "tiktok-profile-scraper-discovery-apifylife-followers", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:59:29.652Z", "day": "2026-10-19", "traceId": "3d6c799767ec545e7de2c04e0a083a20", "observationId": "8321a52775d9b073", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3d6c799767ec545e7de2c04e0a083a20?observation=8321a52775d9b073", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "find", "title": "tiktok-profile / find / apifylife-followers", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The answer gives the follower count (193) and five most recent non-pinned videos with links and engagement from the retrieved data, and ends with the Actor line. The deterministic checks all passed.", "timestamp": "2026-10-19T13:15:20.704Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The answer gives the follower count (193) and five most recent non-pinned videos with links and engagement from the retrieved data, and ends with the Actor line. The deterministic checks all passed.", "timestamp": "2026-10-19T13:15:20.670Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-profile-scraper", "timestamp": "2026-10-19T13:15:20.633Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-19T13:15:20.593Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T13:15:20.558Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All applicable dimensions passed; the only inefficiency was the justified second call-actor run with excludePinnedPosts:true, which produced the correct 5 recent videos.", "timestamp": "2026-10-19T13:15:20.523Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-19T13:15:20.485Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer gives the follower count (193) and five most recent non-pinned videos with links and engagement from the retrieved data, and ends with the Actor line. The deterministic checks all passed.", "timestamp": "2026-10-19T13:15:20.441Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent re-ran the Actor once because the first results contained two pinned 2024 posts. This was a justified correction for 'most recent' and cost one extra run. It could have been avoided by setting excludePinnedPosts upfront, but the schema documented that option, so the path was still reasonably direct.", "timestamp": "2026-10-19T13:15:20.402Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer's 193 followers, dates, captions, play and like counts, and URLs all match the second dataset's items exactly; nothing was invented.", "timestamp": "2026-10-19T13:15:20.368Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The input {profiles:[\"apifylife\"], profileSorting:\"latest\", resultsPerPage:5, profileScrapeSections:[\"videos\"]} matches the schema it had just read, and get-dataset-items used a sensible fields projection including authorMeta.fans.", "timestamp": "2026-10-19T13:15:20.333Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent ran search-actors, fetch-actor-details, call-actor and get-dataset-items, and picked clockworks/tiktok-profile-scraper, the intended Actor for a single-handle profile lookup.", "timestamp": "2026-10-19T13:15:20.299Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:00:56.596Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-19T13:00:56.558Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{2,}/", "timestamp": "2026-10-19T13:00:56.519Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:00:56.479Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-profile-scraper\"", "timestamp": "2026-10-19T13:00:56.401Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-19T13:00:56.306Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The answer gives the follower count (193) and five most recent non-pinned videos with links and engagement from the retrieved data, and ends with the Actor line. The deterministic checks all passed." }, { "scenarioId": "tiktok-comments-scraper-usage-top-level-only", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T12:59:53.036Z", "day": "2026-10-19", "traceId": "0af219158ebe1ebfbc5afa70ec6f6dbd", "observationId": "5bd9a1c6db99fb18", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0af219158ebe1ebfbc5afa70ec6f6dbd?observation=5bd9a1c6db99fb18", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "use", "title": "tiktok-comments / use / top-level-only", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the 5 most-liked comments from 20 top-level comments, with text, likes and authors, all taken from the dataset and none invented.", "timestamp": "2026-10-19T13:15:18.820Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the 5 most-liked comments from 20 top-level comments, with text, likes and authors, all taken from the dataset and none invented.", "timestamp": "2026-10-19T13:15:18.758Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-19T13:15:18.723Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T13:15:18.689Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All applicable dimensions passed: the run SUCCEEDED with 20 items and the final top 5 matches the dataset diggCount values.", "timestamp": "2026-10-19T13:15:18.649Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-19T13:15:18.609Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the 5 most-liked comments from 20 top-level comments, with text, likes and authors, all taken from the dataset and none invented.", "timestamp": "2026-10-19T13:15:18.539Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Three calls (schema, run, fetch) with no repetition, and the fetch used a field projection to keep output small.", "timestamp": "2026-10-19T13:15:18.502Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The top 5 listed (369,642; 201,336; 187,645; 115,911; 57,417 likes) match the diggCount values in the dataset preview and are correctly ordered; the 13 numbers were grounded in the output.", "timestamp": "2026-10-19T13:15:18.466Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The input used postURLs with the exact video URL, commentsPerPost 20, topLevelCommentsPerPost 20 and maxRepliesPerComment 0, all matching the schema and the task; the deterministic checks on the input passed.", "timestamp": "2026-10-19T13:15:18.429Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the Actor schema with fetch-actor-details, ran clockworks/tiktok-comments-scraper via call-actor, and fetched results with get-dataset-items, which was the right set of tools for the named Actor.", "timestamp": "2026-10-19T13:15:18.395Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:00:39.403Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-19T13:00:39.362Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 13 numbers found in Actor output", "timestamp": "2026-10-19T13:00:39.327Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-19T13:00:39.285Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-19T13:00:39.243Z", "metadata": {} }, "check.noReplies": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxRepliesPerComment", "timestamp": "2026-10-19T13:00:39.204Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): commentsPerPost", "timestamp": "2026-10-19T13:00:39.166Z", "metadata": {} }, "check.videoUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): postURLs[0]", "timestamp": "2026-10-19T13:00:39.126Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:00:39.042Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-19T13:00:38.945Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the 5 most-liked comments from 20 top-level comments, with text, likes and authors, all taken from the dataset and none invented." }, { "scenarioId": "tiktok-comments-scraper-discovery-video-top-comments", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:00:08.043Z", "day": "2026-10-19", "traceId": "26fb6ed336c4f13119e3aa13521beafa", "observationId": "c7a69e5e88dc8bfc", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/26fb6ed336c4f13119e3aa13521beafa?observation=c7a69e5e88dc8bfc", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "find", "title": "tiktok-comments / find / video-top-comments", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent listed 5 comments with like counts, usernames and translations, noted that the ranking applies to the 300-comment sample, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line.", "timestamp": "2026-10-19T13:15:20.326Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent listed 5 comments with like counts, usernames and translations, noted that the ranking applies to the 300-comment sample, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line.", "timestamp": "2026-10-19T13:15:20.287Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-comments-scraper", "timestamp": "2026-10-19T13:15:20.247Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-19T13:15:20.205Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T13:15:20.167Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the right Actor ran successfully (300 items) and the answer ranks the top 5 comments from the retrieved data.", "timestamp": "2026-10-19T13:15:20.126Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-19T13:15:20.094Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent listed 5 comments with like counts, usernames and translations, noted that the ranking applies to the 300-comment sample, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line.", "timestamp": "2026-10-19T13:15:20.060Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was five direct calls (search, details, run, poll, fetch) with no repeated or wasted steps.", "timestamp": "2026-10-19T13:15:20.022Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The visible dataset preview confirms the 372,546 (@dontfalowvhickmenstudio) and 201,479 (@whoisadwoa) entries. The other entries fall in the truncated part of the preview, and the visible 187,791 and 177,906 values are below the lowest listed (191,806), so the ranking is consistent with the data.", "timestamp": "2026-10-19T13:15:19.989Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor used postURLs with the exact video URL, commentsPerPost=300 and maxRepliesPerComment=0, all valid schema fields; get-dataset-items projected text, diggCount and uniqueId with limit 300.", "timestamp": "2026-10-19T13:15:19.954Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched the store, read the input schema, and ran clockworks/tiktok-comments-scraper, the intended Actor (deterministic rightActor check PASS), then polled the run and read the dataset.", "timestamp": "2026-10-19T13:15:19.917Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:01:59.512Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-19T13:01:59.474Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-19T13:01:59.429Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:01:59.386Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-comments-scraper\"", "timestamp": "2026-10-19T13:01:59.300Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-19T13:01:59.132Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent listed 5 comments with like counts, usernames and translations, noted that the ranking applies to the 300-comment sample, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line." }, { "scenarioId": "indeed-scraper-usage-swe-skills", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:00:17.949Z", "day": "2026-10-19", "traceId": "f4be7b7acd9fd095ed7f0fa8ee27c39d", "observationId": "3a0f263d73e92006", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f4be7b7acd9fd095ed7f0fa8ee27c39d?observation=3a0f263d73e92006", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "use", "title": "indeed / use / swe-skills", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent delivered a top-skills ranking grounded in 16 retrieved descriptions and was transparent about the shortfall from 20 and the ties, which gave six rows instead of five. The attribution of the shortfall to 'all the US search returned' is a guess, but the task is substantially fulfilled.", "timestamp": "2026-10-19T13:15:18.420Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent delivered a top-skills ranking grounded in 16 retrieved descriptions and was transparent about the shortfall from 20 and the ties, which gave six rows instead of five. The attribution of the shortfall to 'all the US search returned' is a guess, but the task is substantially fulfilled.", "timestamp": "2026-10-19T13:15:18.375Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-19T13:15:18.338Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T13:15:18.294Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All applicable dimensions passed. The only flag was the cap warning on 'maxItems', but the call-actor input set maxItemsPerSearch=20, which the Actor schema defines as the cap.", "timestamp": "2026-10-19T13:15:18.255Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T13:15:18.219Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a top-skills ranking grounded in 16 retrieved descriptions and was transparent about the shortfall from 20 and the ties, which gave six rows instead of five. The attribution of the shortfall to 'all the US search returned' is a guess, but the task is substantially fulfilled.", "timestamp": "2026-10-19T13:15:18.180Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was direct: schema, run, one poll, one fetch, one read of the oversized output. There were no redundant calls.", "timestamp": "2026-10-19T13:15:18.144Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the descriptions, read the full persisted output, and tallied skills itself. The tallies and the note about the 10/04/2026 closing date appear to come from the retrieved text, and nothing visible contradicts them.", "timestamp": "2026-10-19T13:15:18.111Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call used position 'software engineer', country US and maxItemsPerSearch 20, which is the Actor's real cap field, so the 20-posting cap was set. The 'maxItems is missing' cap warning is explained by the Actor's schema using maxItemsPerSearch, and the run returned 16 items, under the cap.", "timestamp": "2026-10-19T13:15:18.071Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the schema with fetch-actor-details, ran misceres/indeed-scraper as the prompt required, polled with get-actor-run, then fetched the dataset items and read the saved file.", "timestamp": "2026-10-19T13:15:18.027Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:02:08.846Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-19T13:02:08.810Z", "metadata": {} }, "check.descriptions": { "value": 1, "stringValue": null, "comment": "PASS (warn): 16 items ok", "timestamp": "2026-10-19T13:02:08.768Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 16 items ok", "timestamp": "2026-10-19T13:02:08.729Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): misceres/indeed-scraper: maxItems is missing (expected at most 20)", "timestamp": "2026-10-19T13:02:08.689Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:02:08.651Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used misceres/indeed-scraper", "timestamp": "2026-10-19T13:02:08.559Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-10-19T13:02:08.458Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "PASS: The agent delivered a top-skills ranking grounded in 16 retrieved descriptions and was transparent about the shortfall from 20 and the ties, which gave six rows instead of five. The attribution of the shortfall to 'all the US search returned' is a guess, but the task is substantially fulfilled." }, { "scenarioId": "indeed-scraper-discovery-denver-marketing", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:00:22.928Z", "day": "2026-10-19", "traceId": "d9c3f16c5a66e882d2f46aa274f389f8", "observationId": "ad24f7c3c2fc734d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d9c3f16c5a66e882d2f46aa274f389f8?observation=ad24f7c3c2fc734d", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "find", "title": "indeed / find / denver-marketing", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used valig/indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-19T13:15:11.484Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used valig/indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-19T13:15:11.388Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "valig/indeed-jobs-scraper", "comment": "Actors the agent ran: valig/indeed-jobs-scraper", "timestamp": "2026-10-19T13:15:11.344Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T13:15:11.312Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T13:15:11.271Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used valig/indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-19T13:15:11.234Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T13:15:11.185Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned 10 Denver-area postings with salary and company ratings plus benchmark notes, grounded in retrieved data, and ended with an 'Actor:' line. However, it named valig/indeed-jobs-scraper, and the deterministic checks already mark the wrong-Actor outcome as failed. The task content was delivered, so I treat the user-facing goal as met.", "timestamp": "2026-10-19T13:15:11.149Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was direct: one search, one details fetch, one run and one dataset fetch, with no repeated calls.", "timestamp": "2026-10-19T13:15:11.109Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The table values (Cooper Carry 80k-95k, rating 3.4 with 5 reviews, TeamLINX $23-26.50/hr, 3.1 with 46 reviews, and so on) match the dataset preview. The agent annualized hourly pay and flagged the missing employer name and rating on row 4 rather than inventing them.", "timestamp": "2026-10-19T13:15:11.073Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor was given country us, title 'Marketing Coordinator', location 'Denver, CO' and limit 10, which match the Actor's input schema and the 10-posting request. get-dataset-items requested valid dot-notation fields.", "timestamp": "2026-10-19T13:15:10.994Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor and get-dataset-items, and picked valig/indeed-jobs-scraper, an Indeed scraper that returns salary and employer ratings. It was not the intended misceres/indeed-scraper (that check is already decided), but it is a reasonable fit for the task.", "timestamp": "2026-10-19T13:15:10.922Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:01:05.844Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T13:01:05.803Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:01:05.773Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"misceres/indeed-scraper\"", "timestamp": "2026-10-19T13:01:05.691Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used valig/indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-19T13:01:05.606Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "valig/indeed-jobs-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used valig/indeed-jobs-scraper; expected misceres/indeed-scraper" }, { "scenarioId": "amazon-reviews-scraper-usage-helpful-thirty", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:00:39.436Z", "day": "2026-10-19", "traceId": "bc6717fbea233cc772d87a4991cc5a12", "observationId": "74394c1035b371d9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/bc6717fbea233cc772d87a4991cc5a12?observation=74394c1035b371d9", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "use", "title": "amazon-reviews / use / helpful-thirty", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent delivered 3 complaint and 3 praise themes grounded in the retrieved review text and was transparent that only 10 of the 30 reviews were available because of the plan cap. The shortfall comes from the Actor's limit, not agent error, and the answer is still a usable, honest summary.", "timestamp": "2026-10-19T13:15:14.418Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent delivered 3 complaint and 3 praise themes grounded in the retrieved review text and was transparent that only 10 of the 30 reviews were available because of the plan cap. The shortfall comes from the Actor's limit, not agent error, and the answer is still a usable, honest summary.", "timestamp": "2026-10-19T13:15:14.377Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-19T13:15:14.344Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T13:15:14.304Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the agent's input was correct and the 10-item cap came from the Actor's free-plan limit (status message 'Here are your 10 Amazon reviews'), which the agent handled honestly.", "timestamp": "2026-10-19T13:15:14.269Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T13:15:14.230Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered 3 complaint and 3 praise themes grounded in the retrieved review text and was transparent that only 10 of the 30 reviews were available because of the plan cap. The shortfall comes from the Actor's limit, not agent error, and the answer is still a usable, honest summary.", "timestamp": "2026-10-19T13:15:14.193Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four tool calls in a direct sequence (details, run, poll, fetch) with no repeated or wasted calls.", "timestamp": "2026-10-19T13:15:14.158Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The summary cites specific details from the fetched reviews (quiet speaker, needs nearby iPhones, bulky in wallet, purse recovered at a bus station in Europe, setup ease, battery life) and discloses that only 10 reviews came back, 9 five-star and 1 four-star.", "timestamp": "2026-10-19T13:15:14.118Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor input had productUrls [{url: https://www.amazon.com/dp/B0CWXNS552}], maxReviews 30, sort 'helpful', filterByRatings allStars, all matching the schema; the harness checks for productUrl, cap and sortHelpful all passed.", "timestamp": "2026-10-19T13:15:14.086Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details to read the schema, then call-actor on junglee/amazon-reviews-scraper as the task required, then get-actor-run and get-dataset-items to poll and fetch results.", "timestamp": "2026-10-19T13:15:14.047Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:01:51.777Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-19T13:01:51.741Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-19T13:01:51.699Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-19T13:01:51.666Z", "metadata": {} }, "check.sortHelpful": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): sort", "timestamp": "2026-10-19T13:01:51.628Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxReviews", "timestamp": "2026-10-19T13:01:51.573Z", "metadata": {} }, "check.productUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): productUrls[0].url", "timestamp": "2026-10-19T13:01:51.538Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:01:51.498Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-19T13:01:51.456Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent delivered 3 complaint and 3 praise themes grounded in the retrieved review text and was transparent that only 10 of the 30 reviews were available because of the plan cap. The shortfall comes from the Actor's limit, not agent error, and the answer is still a usable, honest summary." }, { "scenarioId": "amazon-reviews-scraper-discovery-product-complaints", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:00:56.631Z", "day": "2026-10-19", "traceId": "04b49c1376d054062f15cd202d0f2ae9", "observationId": "406507ed4d4e28eb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/04b49c1376d054062f15cd202d0f2ae9?observation=406507ed4d4e28eb", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "find", "title": "amazon-reviews / find / product-complaints", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent delivered praises and complaints grounded in the scraped reviews and honestly said it got 10 of the requested 30 because of the free-tier cap. The complaints are thin because the sample was almost all 5-star, but the core deliverable was met and the limitation was disclosed.", "timestamp": "2026-10-19T13:15:13.246Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent delivered praises and complaints grounded in the scraped reviews and honestly said it got 10 of the requested 30 because of the free-tier cap. The complaints are thin because the sample was almost all 5-star, but the core deliverable was met and the limitation was disclosed.", "timestamp": "2026-10-19T13:15:13.209Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: junglee/amazon-reviews-scraper", "timestamp": "2026-10-19T13:15:13.174Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-19T13:15:13.140Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T13:15:13.104Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All applicable dimensions passed: the correct Actor was used with correct inputs, and the 10-item cap was reported transparently in the answer.", "timestamp": "2026-10-19T13:15:13.070Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T13:15:13.031Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered praises and complaints grounded in the scraped reviews and honestly said it got 10 of the requested 30 because of the free-tier cap. The complaints are thin because the sample was almost all 5-star, but the core deliverable was met and the limitation was disclosed.", "timestamp": "2026-10-19T13:15:12.996Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four tool calls (search, details, run, fetch) with no repeats or detours.", "timestamp": "2026-10-19T13:15:12.962Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The summary draws on the fetched review text: easy setup, precision finding, the purse recovery story, the quiet speaker, dependence on nearby iPhones, and the iPhone 11+ requirement. It also states that only 10 reviews came back.", "timestamp": "2026-10-19T13:15:12.926Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input used productUrls=[{url: https://www.amazon.com/dp/B0CWXNS552}], maxReviews=30, sort='helpful', filterByRatings=['allStars'], all matching the schema and the task; get-dataset-items projected the relevant fields.", "timestamp": "2026-10-19T13:15:12.887Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched the store, picked junglee/amazon-reviews-scraper (the review-specific Actor, not the general Amazon crawler), checked its schema, ran it, and fetched the dataset.", "timestamp": "2026-10-19T13:15:12.824Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:01:48.505Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-19T13:01:48.464Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:01:48.423Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-reviews-scraper\"", "timestamp": "2026-10-19T13:01:48.345Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-19T13:01:48.252Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent delivered praises and complaints grounded in the scraped reviews and honestly said it got 10 of the requested 30 because of the free-tier cap. The complaints are thin because the sample was almost all 5-star, but the core deliverable was met and the limitation was disclosed." }, { "scenarioId": "amazon-crawler-usage-earbuds-search-url", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:01:05.880Z", "day": "2026-10-19", "traceId": "75588b71c256e82bd80b46de75bfeedf", "observationId": "6f5c3d4da2b2e800", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/75588b71c256e82bd80b46de75bfeedf?observation=6f5c3d4da2b2e800", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "use", "title": "amazon / use / earbuds-search-url", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent listed all 10 products in order with price and rating from the scraped data and honestly flagged the null price on item 2 and the missing rating on item 3; the field check failure (1 item has no price) reflects the Actor's data, not an agent error.", "timestamp": "2026-10-19T13:15:04.854Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent listed all 10 products in order with price and rating from the scraped data and honestly flagged the null price on item 2 and the missing rating on item 3; the field check failure (1 item has no price) reflects the Actor's data, not an agent error.", "timestamp": "2026-10-19T13:15:04.815Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-19T13:15:04.772Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T13:15:04.719Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "In get-dataset-items, item 2 (B0HCTKSSQK) returned price:null and item 3 returned stars:null, which is why the field check failed; the Actor's results-page-only mode (scrapeProductDetails:false) gives incomplete price/rating data.", "timestamp": "2026-10-19T13:15:04.621Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-19T13:15:04.585Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent listed all 10 products in order with price and rating from the scraped data and honestly flagged the null price on item 2 and the missing rating on item 3; the field check failure (1 item has no price) reflects the Actor's data, not an agent error.", "timestamp": "2026-10-19T13:15:04.550Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Three tool calls, each necessary, with no repetition: schema, run, dataset fetch.", "timestamp": "2026-10-19T13:15:04.514Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run summary showed itemCount 0, which could have been a false failure, but the agent fetched the dataset to check and found 10 items; no real errors occurred.", "timestamp": "2026-10-19T13:15:04.475Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table matches the dataset items exactly (e.g. $13.96/4.3/118,284 for item 1, $49.99 with null stars for item 3), and the missing price on item 2 is reported as 'Not shown' rather than invented.", "timestamp": "2026-10-19T13:15:04.434Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Input used categoryOrProductUrls with the search URL, maxItemsPerStartUrl 10 and maxSearchPagesPerStartUrl 1; scrapeProductDetails:false was a sensible choice, and the deterministic checks for searchUrl and cap passed.", "timestamp": "2026-10-19T13:15:04.396Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the schema with fetch-actor-details, ran junglee/amazon-crawler via call-actor, then fetched results with get-dataset-items, which is the right sequence.", "timestamp": "2026-10-19T13:15:04.341Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:01:41.440Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-19T13:01:41.399Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-19T13:01:41.344Z", "metadata": {} }, "check.field": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 1 of 10 items fail price exists undefined", "timestamp": "2026-10-19T13:01:41.254Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-19T13:01:41.219Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxItemsPerStartUrl", "timestamp": "2026-10-19T13:01:41.180Z", "metadata": {} }, "check.searchUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): categoryOrProductUrls[0].url", "timestamp": "2026-10-19T13:01:41.144Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:01:41.046Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-crawler", "timestamp": "2026-10-19T13:01:40.955Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "field" ], "judgeComment": "PASS: The agent listed all 10 products in order with price and rating from the scraped data and honestly flagged the null price on item 2 and the missing rating on item 3; the field check failure (1 item has no price) reflects the Actor's data, not an agent error." }, { "scenarioId": "amazon-crawler-discovery-wireless-earbuds", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:01:41.472Z", "day": "2026-10-19", "traceId": "de9c147b6ef08d8f6d3adfbac96ed795", "observationId": "94a1113677acbe43", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/de9c147b6ef08d8f6d3adfbac96ed795?observation=94a1113677acbe43", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "find", "title": "amazon / find / wireless-earbuds", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned 10 products with prices and ratings taken from the scraped results and ended with the required Actor line. It was transparent that this is a search popularity order, not the official Best Sellers list. One price is missing because the source data lacked it, and the list contains a duplicate and open-ear models. Still, the task is substantially fulfilled with grounded data.", "timestamp": "2026-10-19T13:15:02.474Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned 10 products with prices and ratings taken from the scraped results and ended with the required Actor line. It was transparent that this is a search popularity order, not the official Best Sellers list. One price is missing because the source data lacked it, and the list contains a duplicate and open-ear models. Still, the task is substantially fulfilled with grounded data.", "timestamp": "2026-10-19T13:15:02.426Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: junglee/Amazon-crawler", "timestamp": "2026-10-19T13:15:02.390Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-19T13:15:02.354Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T13:15:02.311Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All applicable dimensions passed. The run succeeded with 10 items and the answer reflects the dataset, including honest handling of the missing price at position 2.", "timestamp": "2026-10-19T13:15:02.272Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T13:15:02.229Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned 10 products with prices and ratings taken from the scraped results and ended with the required Actor line. It was transparent that this is a search popularity order, not the official Best Sellers list. One price is missing because the source data lacked it, and the list contains a duplicate and open-ear models. Still, the task is substantially fulfilled with grounded data.", "timestamp": "2026-10-19T13:15:02.175Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was direct: search, read the schema, run once, fetch the items. There were no redundant calls.", "timestamp": "2026-10-19T13:15:02.107Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The table matches the dataset items on titles, prices, stars and review counts. Item 2 had no price field and the agent wrote 'Not shown' rather than inventing one. It also noted the duplicate TOZO listing and the low review counts behind the 5.0 ratings.", "timestamp": "2026-10-19T13:15:02.064Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "It passed a popularity-sorted amazon.com search URL for wireless earbuds in categoryOrProductUrls, with maxItemsPerStartUrl=10 and maxSearchPagesPerStartUrl=1, and the run succeeded with 10 items. The dataset fetch used sensible field projection.", "timestamp": "2026-10-19T13:15:02.024Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent ran search-actors, fetch-actor-details, call-actor and get-dataset-items, and picked junglee/Amazon-crawler, the intended Actor, from the store results.", "timestamp": "2026-10-19T13:15:01.974Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:02:11.687Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-19T13:02:11.641Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-19T13:02:11.601Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:02:11.561Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-crawler\"", "timestamp": "2026-10-19T13:02:11.522Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/Amazon-crawler", "timestamp": "2026-10-19T13:02:11.484Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned 10 products with prices and ratings taken from the scraped results and ended with the required Actor line. It was transparent that this is a search popularity order, not the official Best Sellers list. One price is missing because the source data lacked it, and the list contains a duplicate and open-ear models. Still, the task is substantially fulfilled with grounded data." }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:01:48.535Z", "day": "2026-10-19", "traceId": "28764cc06dd695aea8a8ebda93b948ad", "observationId": "da9ec75892af650a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/28764cc06dd695aea8a8ebda93b948ad?observation=da9ec75892af650a", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-19T13:15:03.184Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-19T13:15:03.024Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-19T13:15:02.989Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T13:15:02.950Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The Actor ran fine, but the agent set saveHtml=false in both call-actor inputs, spent turns on curl diagnostics, and ended on 'Next I'll get the clean text' without delivering a page count or HTML confirmation.", "timestamp": "2026-10-19T13:15:02.915Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-19T13:15:02.858Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is a mid-process sentence ('Next I'll get the clean text...') with no page count and no confirmation of HTML saved; the agent ran out of turns and the crawl yielded only 1 non-platform page.", "timestamp": "2026-10-19T13:15:02.794Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 12 tool calls and ran out of turns; several curl probes were redundant and the second run repeated the same configuration with only useSitemaps added.", "timestamp": "2026-10-19T13:15:02.751Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "After the first run returned 1 page, the agent reran with useSitemaps and then diagnosed via curl that /platform 301-redirects to the docs root, a reasonable investigation of the problem.", "timestamp": "2026-10-19T13:15:02.711Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent used the real dataset items, the sitemap and curl checks, and the downloaded HTML to correctly report that only the redirected docs root was captured and the HTML was Readability-transformed, without inventing data.", "timestamp": "2026-10-19T13:15:02.649Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "Start URL, includeUrlGlobs and maxCrawlPages=10 were correct, but the agent set saveHtml=false (the deterministic saveHtml check FAILED) and relied on saveHtmlAsFile; it also passed object-form globs and an unneeded maxResults.", "timestamp": "2026-10-19T13:15:02.609Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, then call-actor on apify/website-content-crawler as requested, and get-dataset-items and Bash to inspect results; all were appropriate.", "timestamp": "2026-10-19T13:15:02.564Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:03:56.545Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-19T13:03:56.471Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 items ok", "timestamp": "2026-10-19T13:03:56.424Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml = false (expected true); apify/website-content-crawler: saveHtml = false (expected true)", "timestamp": "2026-10-19T13:03:56.370Z", "metadata": {} }, "check.sectionFilter": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): includeUrlGlobs", "timestamp": "2026-10-19T13:03:56.336Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxCrawlPages", "timestamp": "2026-10-19T13:03:56.294Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): startUrls[0].url", "timestamp": "2026-10-19T13:03:56.257Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:03:56.173Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-19T13:03:56.087Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "saveHtml" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:01:51.816Z", "day": "2026-10-19", "traceId": "477f73a363c609db78d21cb81e32b60a", "observationId": "5f8cbf0ac921995f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/477f73a363c609db78d21cb81e32b60a?observation=5f8cbf0ac921995f", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The answer gives 20 pages, five real titles, and a note on Markdown quality, and ends with the single line 'Actor: apify/website-content-crawler'. The run SUCCEEDED with 20 dataset items.", "timestamp": "2026-10-19T13:15:04.272Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The answer gives 20 pages, five real titles, and a note on Markdown quality, and ends with the single line 'Actor: apify/website-content-crawler'. The run SUCCEEDED with 20 dataset items.", "timestamp": "2026-10-19T13:15:04.232Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/website-content-crawler", "timestamp": "2026-10-19T13:15:04.188Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-19T13:15:04.149Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T13:15:04.083Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All applicable dimensions passed. The run produced 20 items, and the answer's count and titles match the fetched dataset.", "timestamp": "2026-10-19T13:15:04.043Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-19T13:15:04.002Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer gives 20 pages, five real titles, and a note on Markdown quality, and ends with the single line 'Actor: apify/website-content-crawler'. The run SUCCEEDED with 20 dataset items.", "timestamp": "2026-10-19T13:15:03.966Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was direct: search, fetch schema, run, poll while the run was still RUNNING, fetch titles, and spot-check one Markdown record. The polling was necessary and nothing was redundant.", "timestamp": "2026-10-19T13:15:03.928Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The reported count of 20 and the five titles all match the get-dataset-items output. The remark about heading-anchor artifacts like `[](...#section)` comes from the markdown the agent actually fetched for one record.", "timestamp": "2026-10-19T13:15:03.886Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input set startUrls to https://docs.apify.com/academy, maxCrawlPages and maxResults to 20, saveMarkdown to true and proxyConfiguration to Apify Proxy. The harness confirmed startUrl and pageCap passed, and the run SUCCEEDED.", "timestamp": "2026-10-19T13:15:03.847Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched the store, read the input schema of the official apify/website-content-crawler, ran it, polled the run, and fetched dataset items. That is the right LLM-ready Markdown crawler, not Cheerio or Web Scraper.", "timestamp": "2026-10-19T13:15:03.806Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:04:51.891Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-19T13:04:51.853Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawlPages", "timestamp": "2026-10-19T13:04:51.812Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-19T13:04:51.781Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:04:51.738Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/website-content-crawler\"", "timestamp": "2026-10-19T13:04:51.681Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-19T13:04:51.639Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The answer gives 20 pages, five real titles, and a note on Markdown quality, and ends with the single line 'Actor: apify/website-content-crawler'. The run SUCCEEDED with 20 dataset items." }, { "scenarioId": "web-scraper-usage-coinmarketcap-top-ten", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:01:59.559Z", "day": "2026-10-19", "traceId": "3adc2d589662230a4ca863c0b3711cd3", "observationId": "bf6b947529d0ee16", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3adc2d589662230a4ca863c0b3711cd3?observation=bf6b947529d0ee16", "subject": "apify/web-scraper", "owner": "universe", "skill": "use", "title": "web / use / coinmarketcap-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer lists 10 coins with names and prices from the scraped single page, transparently notes the excluded index row and the rerun, and matches the dataset.", "timestamp": "2026-10-19T13:14:56.719Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer lists 10 coins with names and prices from the scraped single page, transparently notes the excluded index row and the rerun, and matches the dataset.", "timestamp": "2026-10-19T13:14:56.657Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-19T13:14:56.619Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T13:14:56.577Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the only blemish was the first call-actor run slicing 10 rows including the CMC20 index row, which the agent corrected on the second run.", "timestamp": "2026-10-19T13:14:56.532Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-19T13:14:56.495Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer lists 10 coins with names and prices from the scraped single page, transparently notes the excluded index row and the rerun, and matches the dataset.", "timestamp": "2026-10-19T13:14:56.459Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "One wasted run due to the off-by-one slice, but the agent otherwise went directly: details, run, fetch, rerun, fetch, answer; a modest and justified retry.", "timestamp": "2026-10-19T13:14:56.420Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first run yielded only 9 coins because the index row consumed a slot; the agent noticed this, reran with slice(0,15), and got the 10th coin.", "timestamp": "2026-10-19T13:14:56.378Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table's names and prices (e.g. Bitcoin $82,581.07, Zcash $1,143.38) match the second run's dataset rows exactly, not memory.", "timestamp": "2026-10-19T13:14:56.338Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Inputs set startUrls to coinmarketcap.com, linkSelector empty, maxPagesPerCrawl 1, maxCrawlingDepth 0, and a valid pageFunction extracting table rows; the first slice of 10 rows was off by one because of the CMC20 index row, but the input was well-formed and the second run widened it.", "timestamp": "2026-10-19T13:14:56.302Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor on apify/web-scraper as the prompt required, and get-dataset-items to read results.", "timestamp": "2026-10-19T13:14:56.262Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:03:44.911Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-19T13:03:44.874Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\$\\s?\\d[\\d,]*\\.\\d{2}/", "timestamp": "2026-10-19T13:03:44.831Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 items ok", "timestamp": "2026-10-19T13:03:44.788Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxPagesPerCrawl", "timestamp": "2026-10-19T13:03:44.750Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): pageFunction", "timestamp": "2026-10-19T13:03:44.712Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): startUrls[0].url", "timestamp": "2026-10-19T13:03:44.664Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:03:44.576Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-10-19T13:03:44.480Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer lists 10 coins with names and prices from the scraped single page, transparently notes the excluded index row and the rerun, and matches the dataset." }, { "scenarioId": "web-scraper-discovery-waterstones-headless", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:02:08.884Z", "day": "2026-10-19", "traceId": "c685717ebae98d37d2eff15d8ae65bc5", "observationId": "9e623795e7b42515", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c685717ebae98d37d2eff15d8ae65bc5?observation=9e623795e7b42515", "subject": "apify/web-scraper", "owner": "universe", "skill": "find", "title": "web / find / waterstones-headless", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent delivered 10 distinct real products with names and prices from the first category page using a real browser, ended with the 'Actor: apify/web-scraper' line, and flagged the unverified price caveat.", "timestamp": "2026-10-19T13:14:56.305Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent delivered 10 distinct real products with names and prices from the first category page using a real browser, ended with the 'Actor: apify/web-scraper' line, and flagged the unverified price caveat.", "timestamp": "2026-10-19T13:14:56.260Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/web-scraper", "timestamp": "2026-10-19T13:14:56.223Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-19T13:14:56.183Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T13:14:56.145Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The first two call-actor runs used page.waitForSelector via context.page, which does not exist in web-scraper (TypeError: Cannot read properties of undefined (reading 'waitForSelector')); clearer page-function context docs in the input schema would have avoided wasted runs 1 and 2.", "timestamp": "2026-10-19T13:14:56.105Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "12 tool calls valid", "timestamp": "2026-10-19T13:14:56.033Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered 10 distinct real products with names and prices from the first category page using a real browser, ended with the 'Actor: apify/web-scraper' line, and flagged the unverified price caveat.", "timestamp": "2026-10-19T13:14:55.994Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "Four Actor runs were used (check ranOk FAIL, expected at most 3): the first run had a context.page bug that could have been avoided, and the proxy change alone did not help; a separate run was needed just for de-duplication.", "timestamp": "2026-10-19T13:14:55.960Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "After the 403 the agent read the dataset errors, tried residential proxy, diagnosed the context.page bug, then switched to useChrome with a fixed page function, which got through.", "timestamp": "2026-10-19T13:14:55.921Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table matches the dataset items from run 6ZD0KRv1Yspo4cXoT exactly, and the agent noticed duplicates in the earlier dataset and fixed them; the price caveat was disclosed honestly.", "timestamp": "2026-10-19T13:14:55.882Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The final inputs were sound (startUrls, linkSelector empty, maxPagesPerCrawl 1, useChrome, residential proxy, working pageFunction), but the first two runs used a page function calling context.page.waitForSelector, which doesn't exist in web-scraper, even though the agent had read the schema/readme.", "timestamp": "2026-10-19T13:14:55.844Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "After Waterstones-specific and generic browser searches, the agent chose apify/web-scraper, the right browser-based Actor with a custom page function, and used fetch-actor-details and get-dataset-items appropriately.", "timestamp": "2026-10-19T13:14:55.802Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:04:56.912Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-19T13:04:56.870Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 4 run(s): maxPagesPerCrawl", "timestamp": "2026-10-19T13:04:56.832Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 4 run(s): pageFunction", "timestamp": "2026-10-19T13:04:56.789Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-10-19T13:04:56.740Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/web-scraper\"", "timestamp": "2026-10-19T13:04:56.696Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-10-19T13:04:56.649Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "PASS: The agent delivered 10 distinct real products with names and prices from the first category page using a real browser, ended with the 'Actor: apify/web-scraper' line, and flagged the unverified price caveat." }, { "scenarioId": "rag-web-browser-usage-sf-startups-markdown", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:02:11.741Z", "day": "2026-10-19", "traceId": "c19cee3f1ed0ff1ac1cd323d2dba8be5", "observationId": "8c4faba05221fd17", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c19cee3f1ed0ff1ac1cd323d2dba8be5?observation=8c4faba05221fd17", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "use", "title": "rag-web-browser / use / sf-startups-markdown", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer gives five results in Markdown, each with a URL and a two-bullet summary grounded in the scraped content. The deterministic items check failed because the dataset had 8 items against a maximum of 5, but the agent limited its fetch to 5 and reported exactly 5 distinct pages.", "timestamp": "2026-10-19T13:14:58.489Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer gives five results in Markdown, each with a URL and a two-bullet summary grounded in the scraped content. The deterministic items check failed because the dataset had 8 items against a maximum of 5, but the agent limited its fetch to 5 and reported exactly 5 distinct pages.", "timestamp": "2026-10-19T13:14:58.455Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-19T13:14:58.416Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T13:14:58.370Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The only blemish is the harness warning that the Actor produced 8 items for maxResults 5, and the run summary showed a stale '3 items'. The agent handled both without any error in its answer.", "timestamp": "2026-10-19T13:14:58.333Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T13:14:58.294Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer gives five results in Markdown, each with a URL and a two-bullet summary grounded in the scraped content. The deterministic items check failed because the dataset had 8 items against a maximum of 5, but the agent limited its fetch to 5 and reported exactly 5 distinct pages.", "timestamp": "2026-10-19T13:14:58.257Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was fetch details, call, poll, fetch items, then three jq calls. The extra jq calls were needed because of the size error and the flattened keys, and none repeated work needlessly.", "timestamp": "2026-10-19T13:14:58.224Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "get-dataset-items failed because the result was too large, and the first jq pass returned null for rank and URL because the keys are flattened with dots. The agent switched to jq on the saved file, then used literal key names, and got correct data.", "timestamp": "2026-10-19T13:14:58.185Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The summaries and URLs come from the retrieved rows: the searchResult titles, snippets and markdown body lines. Examples are the Failory top picks, Sapiom's $35M Series A, and the Built In company names. The agent ordered the pages by searchResult.rank and noted that Built In and Mobcoder are not true growth rankings.", "timestamp": "2026-10-19T13:14:58.145Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor was given query 'fastest growing startups in San Francisco 2026', maxResults 5 and outputFormats ['markdown'], with a sensible waitSecs. This matches the schema, and the deterministic query and cap checks passed.", "timestamp": "2026-10-19T13:14:58.106Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used apify/rag-web-browser as the task required. It read the input schema with fetch-actor-details, then polled with get-actor-run and fetched rows with get-dataset-items. It used Bash/jq only to parse the oversized saved result.", "timestamp": "2026-10-19T13:14:58.065Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:04:06.029Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-19T13:04:05.987Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-10-19T13:04:05.951Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 8 items, expected at most 5", "timestamp": "2026-10-19T13:04:05.913Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-19T13:04:05.878Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): query", "timestamp": "2026-10-19T13:04:05.799Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:04:05.759Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/rag-web-browser", "timestamp": "2026-10-19T13:04:05.661Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items" ], "judgeComment": "PASS: The final answer gives five results in Markdown, each with a URL and a two-bullet summary grounded in the scraped content. The deterministic items check failed because the dataset had 8 items against a maximum of 5, but the agent limited its fetch to 5 and reported exactly 5 distinct pages." }, { "scenarioId": "rag-web-browser-discovery-web-search-with-sources", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:02:53.667Z", "day": "2026-10-19", "traceId": "73a1c84bb22514b545d74d08ee581433", "observationId": "cd285c769b0b531f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/73a1c84bb22514b545d74d08ee581433?observation=cd285c769b0b531f", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "find", "title": "rag-web-browser / find / web-search-with-sources", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-19T13:14:51.392Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-19T13:14:51.314Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "none", "comment": "the agent ran no Actor", "timestamp": "2026-10-19T13:14:51.281Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T13:14:51.221Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T13:14:51.185Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-19T13:14:51.151Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The answer gives the top 5 with quotes and source URLs, but it ends with 'Actor: none' instead of naming the Apify Actor, and no Actor was run, so the required Actor line and the intended workflow were not met.", "timestamp": "2026-10-19T13:14:51.083Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was direct: one search followed by three parallel fetches, with no repetition.", "timestamp": "2026-10-19T13:14:51.048Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer's figures (Skyfall $1,142,504,419, $1,110,526,992 and the inflation-adjusted list) match the WebFetch result previews exactly, so nothing was invented.", "timestamp": "2026-10-19T13:14:51.015Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The WebSearch query and WebFetch URLs and prompts were well-formed and sensible, but no Actor input was ever built (the query check FAILs).", "timestamp": "2026-10-19T13:14:50.979Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used generic WebSearch and WebFetch and never looked for or ran apify/rag-web-browser, so no Apify Actor was used (rightActor and ranOk both FAIL).", "timestamp": "2026-10-19T13:14:50.940Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery", "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:03:31.788Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, query", "timestamp": "2026-10-19T13:03:31.746Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-10-19T13:03:31.709Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-19T13:03:31.670Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-19T13:03:31.632Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/rag-web-browser\"", "timestamp": "2026-10-19T13:03:31.526Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-19T13:03:31.442Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "none", "infraOk": true, "failedChecks": [ "query", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser" }, { "scenarioId": "cheerio-scraper-usage-foyles-manga-two-hops", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:03:31.823Z", "day": "2026-10-19", "traceId": "ae32145e8b92ab27ad41d3111edb4270", "observationId": "37116ea3b65203ae", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ae32145e8b92ab27ad41d3111edb4270?observation=37116ea3b65203ae", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "use", "title": "cheerio / use / foyles-manga-two-hops", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-19T13:14:48.318Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-19T13:14:48.230Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-19T13:14:48.192Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T13:14:48.154Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "The run was marked SUCCEEDED with 'Total 1 requests: 0 succeeded, 1 failed' and only a '#error' 403 dataset item, so the block surfaced as a successful run with no guidance (e.g. try residential proxy), leaving the agent unable to act on it.", "timestamp": "2026-10-19T13:14:48.118Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-19T13:14:48.075Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer gives no book titles or prices and the run produced 0 usable items (items check FAIL), so the task was not completed even though the failure was reported honestly.", "timestamp": "2026-10-19T13:14:48.038Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four calls with no repetition: schema check, one probe run, error read, and a direct-fetch check.", "timestamp": "2026-10-19T13:14:47.977Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "After the 403, it inspected the error and tried a direct fetch; it then stopped to ask the user before trying residential proxies, offering options, though it could have tried a proxy group or browser-like retry within the Actor's normal config instead of giving up after a single attempt.", "timestamp": "2026-10-19T13:14:47.933Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent accurately reported the 403 error from the dataset item and the WebFetch result, and invented no book data.", "timestamp": "2026-10-19T13:14:47.892Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Input had the right startUrl, a valid pageFunction and proxyConfiguration; it deliberately used maxPagesPerCrawl 1 and depth 0 for exploration, which is sensible, though not the requested final limits.", "timestamp": "2026-10-19T13:14:47.850Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, then call-actor with apify/cheerio-scraper as named in the prompt, then get-dataset-items and WebFetch to diagnose the 403; all choices were appropriate.", "timestamp": "2026-10-19T13:14:47.805Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:04:43.797Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-19T13:04:43.761Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 items, expected at least 1", "timestamp": "2026-10-19T13:04:43.718Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerCrawl", "timestamp": "2026-10-19T13:04:43.681Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawlingDepth", "timestamp": "2026-10-19T13:04:43.641Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): pageFunction", "timestamp": "2026-10-19T13:04:43.604Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-19T13:04:43.554Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:04:43.478Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/cheerio-scraper", "timestamp": "2026-10-19T13:04:43.390Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "cheerio-scraper-discovery-ikea-static-catalog", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:03:44.944Z", "day": "2026-10-19", "traceId": "8cd9e57721e830e5c6ec96d74cd80957", "observationId": "e8eed18edf9a8786", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8cd9e57721e830e5c6ec96d74cd80957?observation=e8eed18edf9a8786", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "find", "title": "cheerio / find / ikea-static-catalog", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-19T13:14:46.239Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-19T13:14:46.148Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "pintostudio/ikea-products-bycategory", "comment": "Actors the agent ran: pintostudio/ikea-products-bycategory", "timestamp": "2026-10-19T13:14:46.108Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T13:14:46.028Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T13:14:45.993Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-19T13:14:45.957Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-19T13:14:45.916Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent showed 9 real products with prices, but used the wrong Actor (not cheerio-scraper), returned only 9 of the 10 requested results, and did not meet the HTML-only, custom-extraction requirement; the final line does not name apify/cheerio-scraper.", "timestamp": "2026-10-19T13:14:45.873Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made several exploratory jq calls to locate the products array, and its store search used only the keyword 'IKEA products', never looking for a generic cheerio scraper that fit the user's stated constraints.", "timestamp": "2026-10-19T13:14:45.828Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The dataset count read 0 and the get-dataset-items call was too large and returned an empty projection; the agent recovered by parsing the saved file with jq until it found results.items.products.", "timestamp": "2026-10-19T13:14:45.792Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The product names, prices and item numbers in the table match the jq output from the retrieved dataset file, and nothing was invented.", "timestamp": "2026-10-19T13:14:45.751Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The call input (categoryUrl, page 1, perPage 10, en_GB) is valid for the chosen Actor's schema, but the deterministic checks show no pageFunction and no maxPagesPerCrawl because the wrong Actor was used.", "timestamp": "2026-10-19T13:14:45.648Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose pintostudio/ikea-products-bycategory, which calls IKEA's catalog API, instead of apify/cheerio-scraper; the user asked for a lightweight server-rendered HTML extractor and the agent admitted it never searched for generic scrapers like cheerio-scraper.", "timestamp": "2026-10-19T13:14:45.597Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:04:47.040Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-10-19T13:04:47.003Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): pintostudio/ikea-products-bycategory: maxPagesPerCrawl is missing (expected at most 5)", "timestamp": "2026-10-19T13:04:46.965Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: pintostudio/ikea-products-bycategory: pageFunction is missing (expected to be set)", "timestamp": "2026-10-19T13:04:46.928Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:04:46.886Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/cheerio-scraper\"", "timestamp": "2026-10-19T13:04:46.849Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-19T13:04:46.809Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "pintostudio/ikea-products-bycategory", "infraOk": true, "failedChecks": [ "pageCap", "pageFunction", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper" }, { "scenarioId": "ai-web-scraper-usage-apify-store-first-page", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:03:56.581Z", "day": "2026-10-19", "traceId": "f1b80863fa15e26025e3f45c51c1ed1c", "observationId": "fbfeba633bf08d6d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f1b80863fa15e26025e3f45c51c1ed1c?observation=fbfeba633bf08d6d", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "use", "title": "ai-web / use / apify-store-first-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer is a table of 24 Actors with name, description, rating and users drawn from the dataset, from a single page with no crawling. It adds a caveat that the values are AI-extracted and explains the n/a ratings.", "timestamp": "2026-10-19T13:14:46.370Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer is a table of 24 Actors with name, description, rating and users drawn from the dataset, from a single page with no crawling. It adds a caveat that the values are AI-extracted and explains the n/a ratings.", "timestamp": "2026-10-19T13:14:46.331Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-19T13:14:46.298Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T13:14:46.262Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the run succeeded with one dataset item holding 24 Actors, and the agent's table is grounded in the get-dataset-items output.", "timestamp": "2026-10-19T13:14:46.222Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-19T13:14:46.185Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer is a table of 24 Actors with name, description, rating and users drawn from the dataset, from a single page with no crawling. It adds a caveat that the values are AI-extracted and explains the n/a ratings.", "timestamp": "2026-10-19T13:14:46.145Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Three calls in a direct sequence (details, run, fetch items) with no repeats or detours.", "timestamp": "2026-10-19T13:14:46.106Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The table rows (names, ratings, user counts such as TikTok Scraper 4.7/346,000 and Facebook Ad Library Scraper n/a/46,000) match the get-dataset-items output. Null ratings were reported as n/a rather than invented, and the final rows 23-24 fall beyond the truncated preview that the agent saw in full. Descriptions were lightly condensed but stay faithful to the retrieved text.", "timestamp": "2026-10-19T13:14:46.073Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor input used startUrls=[https://apify.com/store], extractionMode=single, a prompt naming the four fields, maxPagesToVisit=1 and maxCrawlDepth=0, which matches 'one page, no crawling' and the deterministic input checks passed.", "timestamp": "2026-10-19T13:14:46.041Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used apify/ai-web-scraper as the task required, read its details with fetch-actor-details first, ran it with call-actor, then retrieved results with get-dataset-items.", "timestamp": "2026-10-19T13:14:46.001Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:04:48.010Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-19T13:04:47.974Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-19T13:04:47.936Z", "metadata": {} }, "check.onePage": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesToVisit", "timestamp": "2026-10-19T13:04:47.897Z", "metadata": {} }, "check.promptGiven": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): prompt", "timestamp": "2026-10-19T13:04:47.862Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-19T13:04:47.820Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:04:47.781Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-10-19T13:04:47.737Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer is a table of 24 Actors with name, description, rating and users drawn from the dataset, from a single page with no crawling. It adds a caveat that the values are AI-extracted and explains the n/a ratings." }, { "scenarioId": "ai-web-scraper-discovery-climate-articles-three-sites", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:04:06.061Z", "day": "2026-10-19", "traceId": "c35beb0b2715931444852b412bf30690", "observationId": "28dbb9ba6e0dc69d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c35beb0b2715931444852b412bf30690?observation=28dbb9ba6e0dc69d", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "find", "title": "ai-web / find / climate-articles-three-sites", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used automation-lab/news-article-extractor, scrapesage/google-news-scraper; expected apify/ai-web-scraper", "timestamp": "2026-10-19T13:14:54.465Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used automation-lab/news-article-extractor, scrapesage/google-news-scraper; expected apify/ai-web-scraper", "timestamp": "2026-10-19T13:14:54.371Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "automation-lab/news-article-extractor", "comment": "Actors the agent ran: automation-lab/news-article-extractor, scrapesage/google-news-scraper", "timestamp": "2026-10-19T13:14:54.332Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T13:14:54.296Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T13:14:54.258Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used automation-lab/news-article-extractor, scrapesage/google-news-scraper; expected apify/ai-web-scraper", "timestamp": "2026-10-19T13:14:54.216Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "11 tool calls valid", "timestamp": "2026-10-19T13:14:54.175Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer gives per-site counts (5/5/5), three grounded examples, and the Actor line. It honestly notes Reuters has no authors, though it used the wrong Actor and the data came via Google News rather than the specified pages.", "timestamp": "2026-10-19T13:14:54.138Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 3 Actor runs and 11 tool calls; two news-extractor runs were wasted (0 items, then off-topic BBC-only results), and a better-fitting describe-what-you-want Actor was never searched for.", "timestamp": "2026-10-19T13:14:54.100Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "After the first run returned 0 items, the agent checked the dataset, retried with root domains, saw BBC-only general news, and switched to a keyword/site-filter Actor that produced climate articles.", "timestamp": "2026-10-19T13:14:54.017Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The reported examples (Mont Blanc/Ajit Niranjan 2026-10-14, Brazil Amazon/Ione Wells 2026-10-17, Reuters fires/no author 2026-10-14) match the dataset preview exactly, and the missing Reuters authors were disclosed rather than invented.", "timestamp": "2026-10-19T13:14:53.979Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Inputs matched each Actor's schema (startUrls/maxArticles; searchTerms with site: operators, timeWindow, includeSources, maxItems 40). The second news-extractor run swapped in root domains and a changed BBC URL, but the final run was sensible. The missing prompt and maxPagesToVisit checks apply to the expected Actor, not these.", "timestamp": "2026-10-19T13:14:53.938Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent never searched for or considered a describe-what-you-want extractor like apify/ai-web-scraper (rightActor FAIL); it ran automation-lab/news-article-extractor, then scrapesage/google-news-scraper, which searches Google News instead of reading the three given section pages.", "timestamp": "2026-10-19T13:14:53.901Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:06:01.242Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T13:06:01.190Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: maxPagesToVisit is missing (expected at most 20); automation-lab/news-article-extractor: maxPagesToVisit is missing (expected at most 20); scrapesage/google-news-scraper: maxPagesToVisit is missing (expected at most 20)", "timestamp": "2026-10-19T13:06:01.040Z", "metadata": {} }, "check.promptGiven": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: prompt is missing (expected to be set); automation-lab/news-article-extractor: prompt is missing (expected to be set); scrapesage/google-news-scraper: prompt is missing (expected to be set)", "timestamp": "2026-10-19T13:06:00.984Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 3 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:06:00.933Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/ai-web-scraper\"", "timestamp": "2026-10-19T13:06:00.892Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used automation-lab/news-article-extractor, scrapesage/google-news-scraper; expected apify/ai-web-scraper", "timestamp": "2026-10-19T13:06:00.835Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "automation-lab/news-article-extractor", "infraOk": true, "failedChecks": [ "pageCap", "promptGiven", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used automation-lab/news-article-extractor, scrapesage/google-news-scraper; expected apify/ai-web-scraper" }, { "scenarioId": "zillow-zip-search-discovery-scottsdale", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:04:43.837Z", "day": "2026-10-19", "traceId": "ecc169b61300f947ab22f8a9d9d3e6c3", "observationId": "6b8877125c730e7d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ecc169b61300f947ab22f8a9d9d3e6c3?observation=6b8877125c730e7d", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "find", "title": "zillow-zip-search / find / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used delicious_zebu/zillow-property-data-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-19T13:14:41.579Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used delicious_zebu/zillow-property-data-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-19T13:14:41.501Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "delicious_zebu/zillow-property-data-scraper", "comment": "Actors the agent ran: delicious_zebu/zillow-property-data-scraper", "timestamp": "2026-10-19T13:14:41.463Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T13:14:41.426Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T13:14:41.390Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used delicious_zebu/zillow-property-data-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-19T13:14:41.340Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-19T13:14:41.284Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered 10 real for-sale listings in 85251 under $800k with addresses and prices, ending with an Actor line. However, the named actor is a third-party one rather than maxcopell/zillow-*, so namedActor and rightActor FAILED, and the listings are the 10 highest-priced matches rather than a general sample.", "timestamp": "2026-10-19T13:14:41.225Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was direct: search, fetch schema, run, fetch items, with one extra Realtor search that was not needed for a Zillow-focused task.", "timestamp": "2026-10-19T13:14:41.188Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the dataset with get-dataset-items after the run summary showed itemCount 0, and the 10 addresses and prices in its answer match the returned items exactly.", "timestamp": "2026-10-19T13:14:41.153Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor used forSaleLocations [\"85251\"], forSalePriceMax 800000, and maxItems 10, which are valid per the schema; however, sorting by \"priced\" (high to low) and excluding foreclosures and auctions were arbitrary choices that shaped the result set.", "timestamp": "2026-10-19T13:14:41.107Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent ran two searches (\"Zillow listings\", \"Realtor homes for sale\") and chose delicious_zebu/zillow-property-data-scraper, a third-party actor, rather than the intended maxcopell/zillow-zip-search; the facts record this as a discovery miss and rightActor FAILED.", "timestamp": "2026-10-19T13:14:41.065Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:05:14.159Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T13:05:14.118Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:05:14.070Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"maxcopell/zillow\"", "timestamp": "2026-10-19T13:05:13.985Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used delicious_zebu/zillow-property-data-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-19T13:05:13.881Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "delicious_zebu/zillow-property-data-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used delicious_zebu/zillow-property-data-scraper; expected ^maxcopell/zillow" }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:04:47.094Z", "day": "2026-10-19", "traceId": "2cb839c0d0b353dcd9d55a4b028f5817", "observationId": "deec05a2120f81d7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2cb839c0d0b353dcd9d55a4b028f5817?observation=deec05a2120f81d7", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 3 numbers not in Actor output: 553,400", "timestamp": "2026-10-19T13:14:39.183Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 3 numbers not in Actor output: 553,400", "timestamp": "2026-10-19T13:14:39.101Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-19T13:14:39.069Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T13:14:39.036Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 3 numbers not in Actor output: 553,400", "timestamp": "2026-10-19T13:14:38.998Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-19T13:14:38.959Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer gives the real follower count, a correctly computed average of about 553.4K likes over 12 posts, and an interpretation (about 0.53% of followers, modest engagement). It runs slightly beyond one sentence, but it flags the 11-vs-12 item discrepancy transparently.", "timestamp": "2026-10-19T13:14:38.922Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran the two Actor calls in parallel, projected only the needed fields, and made a single polling call, so the path was direct with no redundant calls.", "timestamp": "2026-10-19T13:14:38.881Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The follower count 104,380,818 matches the profile output. The 12 likesCount values sum to 6,640,885, so the mean is about 553,407, which matches the reported 'about 553,400'; the grounded FAIL arises only because the computed average is not a literal field in the output.", "timestamp": "2026-10-19T13:14:38.839Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "It used resultsType 'details' for the profile and 'posts' with resultsLimit 12 for the feed, both with directUrls ['https://www.instagram.com/nasa/']; the harness confirmed the input check passed on both runs.", "timestamp": "2026-10-19T13:14:38.799Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the Actor schema with fetch-actor-details, ran apify/instagram-scraper as the task required, and used get-dataset-items and get-actor-run to retrieve and poll results.", "timestamp": "2026-10-19T13:14:38.755Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:06:26.010Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-19T13:06:25.971Z", "metadata": {} }, "check.followers": { "value": 1, "stringValue": null, "comment": "PASS: followersCount within 2%", "timestamp": "2026-10-19T13:06:25.928Z", "metadata": {} }, "check.grounded": { "value": 0.667, "stringValue": null, "comment": "FAIL: 1 of 3 numbers not in Actor output: 553,400", "timestamp": "2026-10-19T13:06:25.890Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): directUrls[0]", "timestamp": "2026-10-19T13:06:25.856Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:06:25.786Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-10-19T13:06:25.741Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-10-19T13:06:25.701Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 3 numbers not in Actor output: 553,400" }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:04:48.042Z", "day": "2026-10-19", "traceId": "26e5c8a013267c9639ac7018a587631e", "observationId": "08598e7f7ed38351", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/26e5c8a013267c9639ac7018a587631e?observation=08598e7f7ed38351", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-19T13:14:34.618Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-19T13:14:34.509Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/instagram-post-scraper", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-19T13:14:34.473Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T13:14:34.441Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T13:14:34.406Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-19T13:14:34.371Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T13:14:34.331Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent retrieved 3 posts and gave the correct two-line format with a truthful count, but the named actor is not the intended apify/instagram-scraper (namedActor and rightActor FAIL), so the scored outcome is a miss.", "timestamp": "2026-10-19T13:14:34.297Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was direct with four calls: search, schema fetch, run, poll, and no repetition.", "timestamp": "2026-10-19T13:14:34.256Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent reported 3 posts, which matches the get-actor-run result showing itemCount 3 and SUCCEEDED, and the actor name came from the run output; it did not fetch the items but the count is grounded.", "timestamp": "2026-10-19T13:14:34.214Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input {\"username\":[\"nasa\"],\"resultsLimit\":3,\"dataDetailLevel\":\"basicData\"} matches the schema the agent fetched and correctly limits output to 3 posts for nasa.", "timestamp": "2026-10-19T13:14:34.171Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor and get-actor-run, which suit the task, but it ran apify/instagram-post-scraper rather than the preferred apify/instagram-scraper (rightActor FAIL); this actor does handle profile posts and was the top store search result.", "timestamp": "2026-10-19T13:14:34.134Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:05:54.985Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T13:05:54.950Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:05:54.850Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-19T13:05:54.772Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-19T13:05:54.663Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/instagram-post-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper" }, { "scenarioId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:04:51.934Z", "day": "2026-10-19", "traceId": "d7b505b2afff2a32e05a67304195781c", "observationId": "6f8bc47f614c5aff", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d7b505b2afff2a32e05a67304195781c?observation=6f8bc47f614c5aff", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "use", "title": "instagram-reel / use / natgeo-skip-pinned", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The answer gives three non-pinned reels with the first sentence of each caption, play count and duration, all grounded in Actor output (the grounded check passed). The only flaw is the incorrect 'newest first' ordering claim, which does not change the requested values.", "timestamp": "2026-10-19T13:14:37.270Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The answer gives three non-pinned reels with the first sentence of each caption, play count and duration, all grounded in Actor output (the grounded check passed). The only flaw is the incorrect 'newest first' ordering claim, which does not change the requested values.", "timestamp": "2026-10-19T13:14:37.235Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-19T13:14:37.186Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T13:14:37.149Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The Actor did its part, but the final answer says 'newest first' while the table rows (2026-10-18 10:06, 16:20, 14:11) are not in that order, so the agent did not check the timestamps it had fetched.", "timestamp": "2026-10-19T13:14:37.113Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T13:14:37.066Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer gives three non-pinned reels with the first sentence of each caption, play count and duration, all grounded in Actor output (the grounded check passed). The only flaw is the incorrect 'newest first' ordering claim, which does not change the requested values.", "timestamp": "2026-10-19T13:14:37.026Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "There were 4 calls with no repetition: schema, run, poll, fetch. The agent fetched only the fields it needed.", "timestamp": "2026-10-19T13:14:36.989Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The captions, play counts and durations all come from the dataset items. However, the agent labelled the table 'newest first' while its rows have timestamps 10:06, 16:20, 14:11, which is not newest-first, so it misread the timestamps it had retrieved.", "timestamp": "2026-10-19T13:14:36.952Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call used username [\"natgeo\"], resultsLimit 3 and skipPinnedPosts true, matching the schema. The dataset fetch projected only the needed fields, and the deterministic input checks all passed.", "timestamp": "2026-10-19T13:14:36.916Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor on apify/instagram-reel-scraper, get-actor-run to poll, then get-dataset-items, which is the right sequence for the named Actor.", "timestamp": "2026-10-19T13:14:36.863Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:05:58.214Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-19T13:05:58.174Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 16 numbers found in Actor output", "timestamp": "2026-10-19T13:05:58.126Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-19T13:05:58.089Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-19T13:05:58.046Z", "metadata": {} }, "check.threeReels": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-19T13:05:57.996Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-19T13:05:57.955Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:05:57.893Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-19T13:05:57.843Z", "metadata": {} } }, "verdict": "pass", "fixArea": "agent-or-model", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The answer gives three non-pinned reels with the first sentence of each caption, play count and duration, all grounded in Actor output (the grounded check passed). The only flaw is the incorrect 'newest first' ordering claim, which does not change the requested values." }, { "scenarioId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:04:56.945Z", "day": "2026-10-19", "traceId": "58f584a45e91102b27ed4243ef48c72c", "observationId": "194fed9c13b492b4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/58f584a45e91102b27ed4243ef48c72c?observation=194fed9c13b492b4", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "find", "title": "instagram-reel / find / natgeo-reels-shares", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-19T13:14:35.920Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-19T13:14:35.835Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-reel-scraper", "timestamp": "2026-10-19T13:14:35.801Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-19T13:14:35.761Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T13:14:35.728Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "With includeSharesCount true, the run (gjwFEm1SdbCJUDLb8) returned 9 items whose field list has no shares field, and the actor gave no warning. The agent's get-dataset-items request for shares/sharesCount therefore came back empty, so the share counts the task required could not be reported.", "timestamp": "2026-10-19T13:14:35.691Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-19T13:14:35.649Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The captions' first sentences and play counts are correct for the 3 newest reels, but the task explicitly asked for share counts and every one is reported as 'not available'.", "timestamp": "2026-10-19T13:14:35.613Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Five calls (search, details, run, poll, fetch items) with no repetition; the agent fetched only the fields it needed.", "timestamp": "2026-10-19T13:14:35.581Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent sorted the 10 returned items by timestamp, took the 3 newest, and reported captions and videoPlayCount that match the dataset preview (683561, 1563311, 2624663); it did not invent share counts.", "timestamp": "2026-10-19T13:14:35.534Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor used username [\"natgeo\"], resultsLimit 10 and includeSharesCount true, which match the input schema and the task; the get-dataset-items field projection was sensible.", "timestamp": "2026-10-19T13:14:35.495Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched the store, found the official apify/instagram-reel-scraper, and chose it over generic post scrapers; its description lists shares and views.", "timestamp": "2026-10-19T13:14:35.449Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:06:21.013Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-19T13:06:20.977Z", "metadata": {} }, "check.sharesFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeSharesCount", "timestamp": "2026-10-19T13:06:20.928Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:06:20.887Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-reel-scraper\"", "timestamp": "2026-10-19T13:06:20.787Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-19T13:06:20.696Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-usage-natgeo-about-section", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:05:14.195Z", "day": "2026-10-19", "traceId": "18c4195909c6d622dc36a19a51e3d308", "observationId": "b40382c70030a2ea", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/18c4195909c6d622dc36a19a51e3d308?observation=b40382c70030a2ea", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "use", "title": "instagram-profile / use / natgeo-about-section", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-19T13:14:30.160Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-19T13:14:30.073Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-19T13:14:30.035Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T13:14:29.999Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "Despite includeAboutSection=true, the call-actor result's 60 listed fields contain no country or about-section field, and the get-dataset-items output had no country. The Actor's schema promises 'country of origin', but the output did not provide it.", "timestamp": "2026-10-19T13:14:29.960Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-19T13:14:29.921Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The bio's first sentence and the business-account flag are correct and grounded in the data, but the country was not reported ('Not available'), so one of the three requested items is missing.", "timestamp": "2026-10-19T13:14:29.877Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Three calls in a direct sequence of schema check, run, then fetch, with no repetition.", "timestamp": "2026-10-19T13:14:29.845Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The bio text and isBusinessAccount=true come straight from the dataset item, and the agent did not invent a country. It does speculate that the paid-only feature is 'not active on this account', which the data does not support.", "timestamp": "2026-10-19T13:14:29.810Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor used usernames [\"natgeo\"] and includeAboutSection true, which the schema says is needed for country, and the deterministic input checks passed.", "timestamp": "2026-10-19T13:14:29.755Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the Actor's input schema with fetch-actor-details, ran apify/instagram-profile-scraper with call-actor, then fetched results with get-dataset-items, which is the right toolchain.", "timestamp": "2026-10-19T13:14:29.714Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:05:39.645Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-19T13:05:39.611Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-19T13:05:39.572Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-19T13:05:39.534Z", "metadata": {} }, "check.aboutSection": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeAboutSection", "timestamp": "2026-10-19T13:05:39.493Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): usernames[0]", "timestamp": "2026-10-19T13:05:39.456Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:05:39.368Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-19T13:05:39.286Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-discovery-natgeo-verified", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:05:39.680Z", "day": "2026-10-19", "traceId": "9f94cd084a74b535ba5748df73a65307", "observationId": "54bc6bf24f6100e7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9f94cd084a74b535ba5748df73a65307?observation=54bc6bf24f6100e7", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "find", "title": "instagram-profile / find / natgeo-verified", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-19T13:14:25.665Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T13:14:25.577Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The Actor run WSYxjAOpxFy3dHPK1 succeeded with 1 item and its nextStep pointed to get-dataset-items, but the agent never fetched it and its final answer was a stale intermediate message, so the failure is the agent's, not the Actor's.", "timestamp": "2026-10-19T13:14:25.530Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-19T13:14:25.481Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is just the earlier line 'The top result is the official apify/instagram-profile-scraper. I'll check its input schema...'. It gives no verified status, no bio, and no 'Actor:' ending line.", "timestamp": "2026-10-19T13:14:25.444Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Search, schema fetch and run were direct and non-redundant, but the agent stopped before the necessary dataset-fetch step.", "timestamp": "2026-10-19T13:14:25.408Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The run SUCCEEDED with 1 item, but the agent never called get-dataset-items to read the verified or biography fields, and its final text reports no profile data at all.", "timestamp": "2026-10-19T13:14:25.357Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor was passed {\"usernames\":[\"natgeo\"]}, which matches the input schema the agent fetched, and the single required field was provided.", "timestamp": "2026-10-19T13:14:25.318Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched the store, found apify/instagram-profile-scraper, and ran it rather than a posts or reels sibling, which fits a profile verified/bio question.", "timestamp": "2026-10-19T13:14:25.280Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-19T13:10:40.269Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-19T13:10:40.234Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:10:40.163Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-profile-scraper\"", "timestamp": "2026-10-19T13:10:40.123Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-19T13:10:40.030Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [], "judgeComment": null }, { "scenarioId": "instagram-post-scraper-usage-natgeo-three-posts", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:05:55.063Z", "day": "2026-10-19", "traceId": "5c0123771f3cc761e20ccd425118af58", "observationId": "74ed11e6f3ac5997", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5c0123771f3cc761e20ccd425118af58?observation=74ed11e6f3ac5997", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "use", "title": "instagram-post / use / natgeo-three-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 4 of 13 numbers not in Actor output: 22, 2, 19, 16", "timestamp": "2026-10-19T13:14:28.797Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 4 of 13 numbers not in Actor output: 22, 2, 19, 16", "timestamp": "2026-10-19T13:14:28.712Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-19T13:14:28.669Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T13:14:28.635Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 4 of 13 numbers not in Actor output: 22, 2, 19, 16", "timestamp": "2026-10-19T13:14:28.594Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T13:14:28.542Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer gives 3 non-pinned recent posts with the correct first sentence of each caption and the correct like count, grounded in the dataset. The grounded check failure comes from timestamp-derived numbers, not from invented content.", "timestamp": "2026-10-19T13:14:28.498Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four calls with no repetition: schema, run, poll, fetch items. The poll was needed because the run had not finished within the first wait.", "timestamp": "2026-10-19T13:14:28.460Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The captions, like counts (36653, 22425, 25521) and URLs in the answer match the get-dataset-items output exactly. The flagged numbers 22, 19, 16 and 2 appear to be hours and minutes from the timestamps (22:00, 19:00, 16:20), so they are derived from real data rather than invented.", "timestamp": "2026-10-19T13:14:28.424Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input was {\"username\":[\"natgeo\"],\"resultsLimit\":3,\"skipPinnedPosts\":true,\"dataDetailLevel\":\"basicData\"}, which matches the schema and the harness input checks, and the dataset fetch projected only the needed fields.", "timestamp": "2026-10-19T13:14:28.374Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the schema with fetch-actor-details, then used call-actor, get-actor-run and get-dataset-items on the named apify/instagram-post-scraper, which is the right toolchain.", "timestamp": "2026-10-19T13:14:28.331Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:07:01.428Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-19T13:07:01.392Z", "metadata": {} }, "check.grounded": { "value": 0.692, "stringValue": null, "comment": "FAIL: 4 of 13 numbers not in Actor output: 22, 2, 19, 16", "timestamp": "2026-10-19T13:07:01.346Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-19T13:07:01.300Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-19T13:07:01.238Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-19T13:07:01.196Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-19T13:07:01.157Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:07:01.125Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-19T13:07:01.087Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 4 of 13 numbers not in Actor output: 22, 2, 19, 16" }, { "scenarioId": "instagram-post-scraper-discovery-natgeo-latest-post", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:05:58.265Z", "day": "2026-10-19", "traceId": "da5a880420d9374f37fb399abb878e3c", "observationId": "8547052b5d4ad71a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/da5a880420d9374f37fb399abb878e3c?observation=8547052b5d4ad71a", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "find", "title": "instagram-post / find / natgeo-latest-post", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The answer gives the first sentence of the caption, the comment count of 92 from retrieved data, and ends with the required 'Actor: apify/instagram-post-scraper' line.", "timestamp": "2026-10-19T13:14:19.353Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The answer gives the first sentence of the caption, the comment count of 92 from retrieved data, and ends with the required 'Actor: apify/instagram-post-scraper' line.", "timestamp": "2026-10-19T13:14:19.305Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-19T13:14:19.232Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-19T13:14:19.182Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T13:14:19.143Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All applicable dimensions passed: the run succeeded and the answer was grounded in the dataset item (commentsCount 92, caption text).", "timestamp": "2026-10-19T13:14:19.111Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T13:14:19.075Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer gives the first sentence of the caption, the comment count of 92 from retrieved data, and ends with the required 'Actor: apify/instagram-post-scraper' line.", "timestamp": "2026-10-19T13:14:19.043Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four calls with no repetition: search, schema check, run, fetch results. This is a direct path.", "timestamp": "2026-10-19T13:14:18.998Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The reported caption sentence, URL, timestamp and the 92 comments all match the get-dataset-items output (commentsCount 92); nothing was invented.", "timestamp": "2026-10-19T13:14:18.964Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor was given username [\"natgeo\"], resultsLimit 1, skipPinnedPosts true and dataDetailLevel basicData, all valid per the input schema; get-dataset-items used the correct datasetId and a sensible field projection.", "timestamp": "2026-10-19T13:14:18.922Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, then fetch-actor-details, call-actor and get-dataset-items, and picked the official apify/instagram-post-scraper, which matches the intended subject.", "timestamp": "2026-10-19T13:14:18.869Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:06:37.467Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-19T13:06:37.418Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:06:37.381Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-post-scraper\"", "timestamp": "2026-10-19T13:06:37.302Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-19T13:06:37.215Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The answer gives the first sentence of the caption, the comment count of 92 from retrieved data, and ends with the required 'Actor: apify/instagram-post-scraper' line." }, { "scenarioId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:06:01.282Z", "day": "2026-10-19", "traceId": "148290a9b35268a8e7bb7880231dc0ef", "observationId": "b385d409f3c7941b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/148290a9b35268a8e7bb7880231dc0ef?observation=b385d409f3c7941b", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "use", "title": "instagram-hashtag / use / nasa-keyword-reels", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check items: 6 items, expected at most 5", "timestamp": "2026-10-19T13:14:20.677Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check items: 6 items, expected at most 5", "timestamp": "2026-10-19T13:14:20.599Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-19T13:14:20.566Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T13:14:20.510Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check items: 6 items, expected at most 5; check grounded: 1 of 10 numbers not in Actor output: 2", "timestamp": "2026-10-19T13:14:20.458Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-19T13:14:20.422Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 5 reels with first sentences and likes from real data and was transparent about the hashtag fallback and the hidden like count. However, it did not use keyword mode as the task requested, and the item 4 caption sentence is slightly altered by an apostrophe change. The 'items' check also failed, because the failed first run left a sixth item in total across runs. Overall the answer is mostly complete, but the keyword-mode requirement was not met.", "timestamp": "2026-10-19T13:14:20.387Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was direct: schema check, keyword attempt, inspect the error, fallback run, fetch items. There was no wasted repetition, and the retry was justified.", "timestamp": "2026-10-19T13:14:20.348Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "After keyword search returned a single no_items error item, the agent inspected the item, retried in hashtag mode, got 5 reels, and disclosed the fallback to the user.", "timestamp": "2026-10-19T13:14:20.310Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "Captions and likes in the table match the dataset items (872, 825, 639, 395, -1 shown as hidden). The only ungrounded number is '2' from 'Captions 1 and 2', which is a row reference rather than invented data.", "timestamp": "2026-10-19T13:14:20.271Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call used hashtags [\"nasa\"], keywordSearch true, resultsType reels, resultsLimit 5, which is correct. The final run used keywordSearch false (the keywordMode check failed), but that was a deliberate fallback after keyword mode returned no_items.", "timestamp": "2026-10-19T13:14:20.222Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor on the named apify/instagram-hashtag-scraper, and get-dataset-items, which is the right toolset for the task.", "timestamp": "2026-10-19T13:14:20.169Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:06:42.659Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: items, grounded", "timestamp": "2026-10-19T13:06:42.611Z", "metadata": {} }, "check.grounded": { "value": 0.9, "stringValue": null, "comment": "FAIL: 1 of 10 numbers not in Actor output: 2", "timestamp": "2026-10-19T13:06:42.574Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 6 items, expected at most 5", "timestamp": "2026-10-19T13:06:42.540Z", "metadata": {} }, "check.fiveResults": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): resultsLimit", "timestamp": "2026-10-19T13:06:42.505Z", "metadata": {} }, "check.reelsType": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): resultsType", "timestamp": "2026-10-19T13:06:42.464Z", "metadata": {} }, "check.keywordMode": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/instagram-hashtag-scraper: keywordSearch = false (expected true)", "timestamp": "2026-10-19T13:06:42.426Z", "metadata": {} }, "check.keywordInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): hashtags[0]", "timestamp": "2026-10-19T13:06:42.386Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:06:42.345Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-10-19T13:06:42.301Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "keywordMode" ], "judgeComment": "FAIL: check items: 6 items, expected at most 5" }, { "scenarioId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:06:21.069Z", "day": "2026-10-19", "traceId": "519a176008ac3fde0a34b2a638305a75", "observationId": "57d2844cb671e059", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/519a176008ac3fde0a34b2a638305a75?observation=57d2844cb671e059", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "find", "title": "instagram-hashtag / find / nasa-hashtag", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-19T13:14:23.309Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-19T13:14:23.224Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "scraping_solutions/instagram-hashtag-scraper-pro-no-cookies", "comment": "Actors the agent ran: scraping_solutions/instagram-hashtag-scraper-pro-no-cookies", "timestamp": "2026-10-19T13:14:23.192Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T13:14:23.149Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T13:14:23.107Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-19T13:14:23.064Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T13:14:23.024Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer lists 5 #nasa posts with accounts and topics drawn from the retrieved data and ends with the required Actor line. The actor named is a non-reference sibling, which the deterministic checks already scored as a fail.", "timestamp": "2026-10-19T13:14:22.982Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four calls (search-actors, fetch-actor-details, call-actor, get-dataset-items) form a direct path with no repetition.", "timestamp": "2026-10-19T13:14:22.950Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The reported usernames, captions, like counts and dates for @thrustlinehq, @olhardigital and @nanan006_ match the dataset preview, and the agent also noticed that all five items were feed_type \"clips\" and flagged it. Posts 4 and 5 fall in the truncated part of the preview and are not contradicted by anything.", "timestamp": "2026-10-19T13:14:22.908Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent read the input schema first, then called with hashtags [\"nasa\"], feed_type \"top\" and resultsLimit 5, all valid per the schema and sensible for the request.", "timestamp": "2026-10-19T13:14:22.873Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched the store and ran scraping_solutions/instagram-hashtag-scraper-pro-no-cookies, which is a hashtag posts scraper and fits the task type, though it is not the expected apify/instagram-hashtag-scraper (rightActor FAIL).", "timestamp": "2026-10-19T13:14:22.834Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:07:01.860Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T13:07:01.820Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:07:01.784Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-hashtag-scraper\"", "timestamp": "2026-10-19T13:07:01.736Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-19T13:07:01.699Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "scraping_solutions/instagram-hashtag-scraper-pro-no-cookies", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper" }, { "scenarioId": "facebook-posts-scraper-usage-nasa-engagement", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:06:26.047Z", "day": "2026-10-19", "traceId": "856acacb54db60f9f9bbbe50bc358022", "observationId": "23c30f6dad1e7491", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/856acacb54db60f9f9bbbe50bc358022?observation=23c30f6dad1e7491", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "use", "title": "facebook-posts / use / nasa-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer gives five posts, newest first, each with its first sentence (or a note that there is no caption) and its reactions count. All of it is grounded in the dataset. The extra caveat about the count mismatch is a harmless hedge.", "timestamp": "2026-10-19T13:14:21.375Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer gives five posts, newest first, each with its first sentence (or a note that there is no caption) and its reactions count. All of it is grounded in the dataset. The extra caveat about the count mismatch is a harmless hedge.", "timestamp": "2026-10-19T13:14:21.337Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-19T13:14:21.300Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T13:14:21.263Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The only oddity was the call-actor result reporting itemCount 3 while get-dataset-items returned 5 rows, which the agent handled correctly.", "timestamp": "2026-10-19T13:14:21.228Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-19T13:14:21.194Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer gives five posts, newest first, each with its first sentence (or a note that there is no caption) and its reactions count. All of it is grounded in the dataset. The extra caveat about the count mismatch is a harmless hedge.", "timestamp": "2026-10-19T13:14:21.154Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Three calls, with no repetition: schema check, run, fetch. The path was direct.", "timestamp": "2026-10-19T13:14:21.118Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run summary showed itemCount 3 against the 5 requested. The agent noticed this, fetched the dataset anyway, received 5 rows, and told the user about the inconsistency instead of ignoring it.", "timestamp": "2026-10-19T13:14:21.083Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The reported texts and reaction counts (231,447; 1,516; 1,497; 667; 606) match the fetched items, and the agent checked that the total equals the sum of the per-reaction counts. It correctly reported the empty-text post as having no caption instead of inventing a sentence. The grounded check passed.", "timestamp": "2026-10-19T13:14:21.047Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor was given startUrls [{url: https://www.facebook.com/NASA}] and resultsLimit 5, matching the schema. The deterministic pageUrl and fivePosts checks both passed, and the get-dataset-items field selection was sensible.", "timestamp": "2026-10-19T13:14:21.004Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the pinned apify/facebook-posts-scraper details, ran it with call-actor, then fetched the dataset with get-dataset-items. That is the right actor and a sensible tool sequence.", "timestamp": "2026-10-19T13:14:20.968Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:06:57.994Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-19T13:06:57.950Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 4 numbers found in Actor output", "timestamp": "2026-10-19T13:06:57.908Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-19T13:06:57.863Z", "metadata": {} }, "check.fivePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-19T13:06:57.822Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-19T13:06:57.783Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:06:57.730Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-19T13:06:57.691Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{2,}/", "timestamp": "2026-10-19T13:06:57.613Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer gives five posts, newest first, each with its first sentence (or a note that there is no caption) and its reactions count. All of it is grounded in the dataset. The extra caveat about the count mismatch is a harmless hedge." }, { "scenarioId": "facebook-posts-scraper-discovery-nasa-page", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:06:37.543Z", "day": "2026-10-19", "traceId": "05df566efe4e6f07985e1cc7dd1cd9ad", "observationId": "4a887aa57857598d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/05df566efe4e6f07985e1cc7dd1cd9ad?observation=4a887aa57857598d", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "find", "title": "facebook-posts / find / nasa-page", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used thedoor/facebook-page-scraper; expected apify/facebook-posts-scraper", "timestamp": "2026-10-19T13:14:13.639Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used thedoor/facebook-page-scraper; expected apify/facebook-posts-scraper", "timestamp": "2026-10-19T13:14:13.548Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "thedoor/facebook-page-scraper", "comment": "Actors the agent ran: thedoor/facebook-page-scraper", "timestamp": "2026-10-19T13:14:13.511Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T13:14:13.464Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T13:14:13.431Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used thedoor/facebook-page-scraper; expected apify/facebook-posts-scraper", "timestamp": "2026-10-19T13:14:13.393Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T13:14:13.352Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered 5 posts with text and reaction counts grounded in retrieved data and ended with an Actor line. However, the posts are not in strict recency order, since the Oct 16 19:37 post is listed above the Oct 15 18:22 one but the sorting is otherwise fine. The named Actor is not the expected apify/facebook-posts-scraper, and the run metadata showed 3 items against 5 returned, which undermines confidence that these are the most recent posts.", "timestamp": "2026-10-19T13:14:13.310Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was direct: search, fetch details, run, get items. Four calls with no repetition.", "timestamp": "2026-10-19T13:14:13.275Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer's post texts, timestamps, URLs and reaction counts (231,451; 1,516; 1,497; 667; 606) match the get-dataset-items output exactly, and nothing was invented.", "timestamp": "2026-10-19T13:14:13.239Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input {pageUrls:[\"https://www.facebook.com/NASA/\"], postsToScrape:5} matches the fetched input schema and the task.", "timestamp": "2026-10-19T13:14:13.201Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose thedoor/facebook-page-scraper from a search whose results did not include apify/facebook-posts-scraper, which is the expected flagship Actor. It was a plausible page-posts scraper, but the deterministic rightActor check FAILED.", "timestamp": "2026-10-19T13:14:13.163Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:07:15.479Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T13:07:15.442Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:07:15.360Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-posts-scraper\"", "timestamp": "2026-10-19T13:07:15.326Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used thedoor/facebook-page-scraper; expected apify/facebook-posts-scraper", "timestamp": "2026-10-19T13:07:15.245Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "thedoor/facebook-page-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used thedoor/facebook-page-scraper; expected apify/facebook-posts-scraper" }, { "scenarioId": "facebook-groups-scraper-usage-recent-activity", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:06:42.693Z", "day": "2026-10-19", "traceId": "ed56d15581cf8d86740858310f11bff5", "observationId": "e819e3d5af9346c6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ed56d15581cf8d86740858310f11bff5?observation=e819e3d5af9346c6", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "use", "title": "facebook-groups / use / recent-activity", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 3 of 16 numbers not in Actor output: 200, 17, 5", "timestamp": "2026-10-19T13:14:14.108Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 3 of 16 numbers not in Actor output: 200, 17, 5", "timestamp": "2026-10-19T13:14:14.019Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-19T13:14:13.914Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T13:14:13.883Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 3 of 16 numbers not in Actor output: 200, 17, 5", "timestamp": "2026-10-19T13:14:13.843Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-19T13:14:13.810Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported all 3 posts sorted by recent activity, with their text (summarized because the posts are long name lists) and comment counts (0), all drawn from the dataset. The only imprecision is the approximate '~200 names' count, which does not affect what was asked.", "timestamp": "2026-10-19T13:14:13.777Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Three calls in a direct sequence (schema, run, fetch items) with no repeated or wasted steps. The agent also projected only the needed fields.", "timestamp": "2026-10-19T13:14:13.707Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The answer reports the real timestamps, commentsCount of 0, group title and permalinks from the dataset. The flagged numbers 17 and 5 are the hours in the 17:32 and 05:32 timestamps. The 200 comes from 'about 200 member names', a loose estimate of the name lists rather than invented data.", "timestamp": "2026-10-19T13:14:13.675Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The input used startUrls[0].url set to the group URL, resultsLimit 3, and viewOption RECENT_ACTIVITY, mapping 'newest activity' to the schema enum. The deterministic checks for URL, limit and sort order all passed.", "timestamp": "2026-10-19T13:14:13.639Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the Actor's schema with fetch-actor-details, ran apify/facebook-groups-scraper with call-actor, and fetched results with get-dataset-items, which is the right sequence for this task.", "timestamp": "2026-10-19T13:14:13.601Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:07:15.915Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-19T13:07:15.881Z", "metadata": {} }, "check.grounded": { "value": 0.813, "stringValue": null, "comment": "FAIL: 3 of 16 numbers not in Actor output: 200, 17, 5", "timestamp": "2026-10-19T13:07:15.822Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-19T13:07:15.784Z", "metadata": {} }, "check.sortOrder": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): viewOption", "timestamp": "2026-10-19T13:07:15.744Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-19T13:07:15.710Z", "metadata": {} }, "check.groupUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-19T13:07:15.672Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:07:15.636Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-10-19T13:07:15.581Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 3 of 16 numbers not in Actor output: 200, 17, 5" }, { "scenarioId": "facebook-groups-scraper-discovery-public-group-posts", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:06:58.031Z", "day": "2026-10-19", "traceId": "f598bcabde72ea02654e1a9d0f77b768", "observationId": "8a930bd92aafbfeb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f598bcabde72ea02654e1a9d0f77b768?observation=8a930bd92aafbfeb", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "find", "title": "facebook-groups / find / public-group-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-19T13:14:10.103Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-19T13:14:10.016Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "memo23/facebook-public-group-posts-scraper", "comment": "Actors the agent ran: memo23/facebook-public-group-posts-scraper", "timestamp": "2026-10-19T13:14:09.977Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T13:14:09.938Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T13:14:09.898Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-19T13:14:09.857Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-19T13:14:09.818Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 3 posts grounded in real data and ended with the Actor line, but it named memo23/facebook-public-group-posts-scraper rather than the expected apify/facebook-groups-scraper (namedActor FAIL), so the run does not match the intended outcome.", "timestamp": "2026-10-19T13:14:09.780Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was search, fetch details, a failed call, a retry, then fetch items; the one wasted call came from a format mistake the schema should have prevented.", "timestamp": "2026-10-19T13:14:09.744Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "After the validation error the agent read the message, saw that startUrls items must be strings, and retried successfully with 3 items.", "timestamp": "2026-10-19T13:14:09.707Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer's post text, author AllMath, group 'Maths Formulas', timestamps and reaction counts match the dataset preview, and it notes it re-sorted by time; nothing appears invented.", "timestamp": "2026-10-19T13:14:09.664Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call-actor used startUrls as objects, which failed schema validation (CALL-FAILED); the agent had fetched the schema beforehand yet still got the format wrong. The retry with plain strings and maxItems=3 was correct.", "timestamp": "2026-10-19T13:14:09.622Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched the store and ran memo23/facebook-public-group-posts-scraper, a legitimate public-group scraper, but it was not the intended apify/facebook-groups-scraper (rightActor FAIL), and the search returned only third-party actors.", "timestamp": "2026-10-19T13:14:09.585Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:07:46.222Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T13:07:46.190Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): memo23/facebook-public-group-posts-scraper run : CALL-FAILED", "timestamp": "2026-10-19T13:07:46.143Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-groups-scraper\"", "timestamp": "2026-10-19T13:07:46.103Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-19T13:07:46.059Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "memo23/facebook-public-group-posts-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper" }, { "scenarioId": "facebook-ads-scraper-usage-nike-last-30-days", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:07:01.461Z", "day": "2026-10-19", "traceId": "e3641e3293f24f592c6e34b9e51c88b5", "observationId": "2652b8b9dc6d702e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e3641e3293f24f592c6e34b9e51c88b5?observation=2652b8b9dc6d702e", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "use", "title": "facebook-ads / use / nike-last-30-days", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 20 ads retrieved, gave one real ad's body text with its EU reach figure, and honestly flagged that spend is null and that the date filter includes ads that began before the window. This matches the reference outcome and the harness checks passed. The caveat names only two pre-window ads when more were included, which is a minor imprecision.", "timestamp": "2026-10-19T13:14:13.846Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 20 ads retrieved, gave one real ad's body text with its EU reach figure, and honestly flagged that spend is null and that the date filter includes ads that began before the window. This matches the reference outcome and the harness checks passed. The caveat names only two pre-window ads when more were included, which is a minor imprecision.", "timestamp": "2026-10-19T13:14:13.808Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-19T13:14:13.769Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T13:14:13.733Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The run succeeded with 20 items, the inputs matched the task, and the answer was grounded in the dataset output.", "timestamp": "2026-10-19T13:14:13.679Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-19T13:14:13.638Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 20 ads retrieved, gave one real ad's body text with its EU reach figure, and honestly flagged that spend is null and that the date filter includes ads that began before the window. This matches the reference outcome and the harness checks passed. The caveat names only two pre-window ads when more were included, which is a minor imprecision.", "timestamp": "2026-10-19T13:14:13.556Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 5 tool calls in a direct sequence: schema, run, poll, and two dataset fetches. The second fetch was a targeted follow-up for the null reach and spend fields, so it was not redundant.", "timestamp": "2026-10-19T13:14:13.523Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run stats reported 10 items while the dataset held 20, and the first fetch seemed to conflict with that. The agent re-fetched with an explicit offset, confirmed totalItemCount of 20, and disclosed the discrepancy in its answer.", "timestamp": "2026-10-19T13:14:13.436Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The reported ad ID, body text 'Get the gear that's up for it all...', and eu_total_reach values 9,611,475 and 7,671,588 all appear in the dataset previews. The harness grounded check passed. The agent noticed that reachEstimate and spend were null and went looking for reach in ad_details.aaa_info. The only soft spots are that the 'political advertiser, so no spend' explanation is an inference and that it undercounts the pre-window ads.", "timestamp": "2026-10-19T13:14:13.394Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call used startUrls=[nike page], resultsLimit=20, isDetailsPerAd=true and onlyAdsNewerThan=2026-09-19, which is 30 days before the run date of 2026-10-19. The harness input checks (pageUrl, dateRange, twentyAds, detailsFlag) all passed.", "timestamp": "2026-10-19T13:14:13.363Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the Actor's input schema with fetch-actor-details, ran apify/facebook-ads-scraper with call-actor, polled with get-actor-run, and fetched results with get-dataset-items. All of these suit the task.", "timestamp": "2026-10-19T13:14:13.328Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:08:22.883Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-19T13:08:22.843Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 11 numbers found in Actor output", "timestamp": "2026-10-19T13:08:22.808Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-19T13:08:22.736Z", "metadata": {} }, "check.detailsFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): isDetailsPerAd", "timestamp": "2026-10-19T13:08:22.694Z", "metadata": {} }, "check.twentyAds": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-19T13:08:22.651Z", "metadata": {} }, "check.dateRange": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): onlyAdsNewerThan", "timestamp": "2026-10-19T13:08:22.616Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-19T13:08:22.577Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:08:22.532Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-ads-scraper", "timestamp": "2026-10-19T13:08:22.451Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-19T13:08:22.367Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 20 ads retrieved, gave one real ad's body text with its EU reach figure, and honestly flagged that spend is null and that the date filter includes ads that began before the window. This matches the reference outcome and the harness checks passed. The caveat names only two pre-window ads when more were included, which is a minor imprecision." }, { "scenarioId": "facebook-ads-scraper-discovery-nike-ad-library", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:07:01.905Z", "day": "2026-10-19", "traceId": "4c832d6ba939e13e6bc0b4d3c6234609", "observationId": "e76e619d1e0fcc17", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4c832d6ba939e13e6bc0b4d3c6234609?observation=e76e619d1e0fcc17", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "find", "title": "facebook-ads / find / nike-ad-library", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used curious_coder/facebook-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-19T13:14:04.656Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used curious_coder/facebook-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-19T13:14:04.572Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "curious_coder/facebook-ads-library-scraper", "comment": "Actors the agent ran: curious_coder/facebook-ads-library-scraper", "timestamp": "2026-10-19T13:14:04.539Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T13:14:04.505Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T13:14:04.467Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used curious_coder/facebook-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-19T13:14:04.425Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T13:14:04.392Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The answer gave a grounded count (10) and a real example body text and ended with the Actor line, but it named curious_coder/facebook-ads-library-scraper rather than the expected apify/facebook-ads-scraper (namedActor and rightActor checks failed).", "timestamp": "2026-10-19T13:14:04.359Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was direct: search-actors, fetch-actor-details, call-actor, get-dataset-items, with no repeated or wasted calls.", "timestamp": "2026-10-19T13:14:04.326Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the dataset with projected fields and reported 10 active ads and an example body text, 'Bring sports more fully into your day with the Nike App.', which appears verbatim in the returned items.", "timestamp": "2026-10-19T13:14:04.293Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input used urls=[{url:'https://www.facebook.com/nike'}], count=10, limitPerSource=10 and activeStatus=active, all matching the fetched schema and the task's 10-ad limit.", "timestamp": "2026-10-19T13:14:04.259Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched the Store and chose curious_coder/facebook-ads-library-scraper, a third-party Actor, instead of the expected apify/facebook-ads-scraper; it picked on usage and rating without surfacing the official one, so the rightActor check fails, though the chosen Actor does scrape Meta Ad Library pages.", "timestamp": "2026-10-19T13:14:04.224Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:07:41.432Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T13:07:41.392Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:07:41.280Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-ads-scraper\"", "timestamp": "2026-10-19T13:07:41.243Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used curious_coder/facebook-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-19T13:07:41.145Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "curious_coder/facebook-ads-library-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used curious_coder/facebook-ads-library-scraper; expected apify/facebook-ads-scraper" }, { "scenarioId": "tripadvisor-usage-rome-restaurants", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:07:15.537Z", "day": "2026-10-19", "traceId": "fbcc61c9836c4d080bcb60e65a8ec5a4", "observationId": "e3f3949bfce7f0fd", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/fbcc61c9836c4d080bcb60e65a8ec5a4?observation=e3f3949bfce7f0fd", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "use", "title": "tripadvisor / use / rome-restaurants", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 10 restaurants with cuisine, price and rating, and named Cipasso at 4.9 as the top one. It explained that six restaurants tie at 4.9 and how it chose among them, and all values are grounded in the Actor output.", "timestamp": "2026-10-19T13:14:06.996Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 10 restaurants with cuisine, price and rating, and named Cipasso at 4.9 as the top one. It explained that six restaurants tie at 4.9 and how it chose among them, and all values are grounded in the Actor output.", "timestamp": "2026-10-19T13:14:06.959Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-19T13:14:06.926Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T13:14:06.888Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the run SUCCEEDED with 10 grounded items and the agent reconciled the 8-vs-10 item-count discrepancy by re-checking the dataset.", "timestamp": "2026-10-19T13:14:06.853Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-19T13:14:06.816Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 restaurants with cuisine, price and rating, and named Cipasso at 4.9 as the top one. It explained that six restaurants tie at 4.9 and how it chose among them, and all values are grounded in the Actor output.", "timestamp": "2026-10-19T13:14:06.781Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 7 calls: one details fetch, one run, three polls of a slow run, and two dataset reads, one of which was a justified count check. There was no wasted repetition.", "timestamp": "2026-10-19T13:14:06.734Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run summary said 8 items while the dataset fetch returned 10, so the agent re-queried the dataset (totalItemCount 10), confirmed the real count, and reported the discrepancy honestly.", "timestamp": "2026-10-19T13:14:06.696Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table's names, cuisines, priceLevel values, ratings, review counts and ranks all match the get-dataset-items preview, and the grounded check passed. The agent disclosed how it broke the tie among six 4.9-rated restaurants.", "timestamp": "2026-10-19T13:14:06.661Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input used query 'Rome, Italy', maxItemsPerQuery 10, includeRestaurants true, and hotels, attractions and nearby results off, which matches the schema and the restaurants-only, 10-item request.", "timestamp": "2026-10-19T13:14:06.623Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the Actor details for maxcopell/tripadvisor, started it with call-actor, polled with get-actor-run, and fetched results with get-dataset-items, which is the right sequence for this task.", "timestamp": "2026-10-19T13:14:06.584Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:10:17.990Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-19T13:10:17.950Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 10 numbers found in Actor output", "timestamp": "2026-10-19T13:10:17.912Z", "metadata": {} }, "check.ratingField": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-19T13:10:17.875Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-19T13:10:17.839Z", "metadata": {} }, "check.restaurantsMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeRestaurants", "timestamp": "2026-10-19T13:10:17.801Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:10:17.767Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-19T13:10:17.680Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[3-5]\\.\\d\\b/", "timestamp": "2026-10-19T13:10:17.600Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 10 restaurants with cuisine, price and rating, and named Cipasso at 4.9 as the top one. It explained that six restaurants tie at 4.9 and how it chose among them, and all values are grounded in the Actor output." }, { "scenarioId": "tripadvisor-discovery-barcelona-attractions", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:07:15.954Z", "day": "2026-10-19", "traceId": "c5861ac0d5d760e4a5bbf96b61ace623", "observationId": "c7dcc8d86226fe08", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c5861ac0d5d760e4a5bbf96b61ace623?observation=c7dcc8d86226fe08", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "find", "title": "tripadvisor / find / barcelona-attractions", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used vulnv/tripadvisor-attractions-scraper, axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-19T13:14:03.855Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used vulnv/tripadvisor-attractions-scraper, axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-19T13:14:03.773Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "vulnv/tripadvisor-attractions-scraper", "comment": "Actors the agent ran: vulnv/tripadvisor-attractions-scraper, axlymxp/tripadvisor-attractions-scraper", "timestamp": "2026-10-19T13:14:03.733Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T13:14:03.689Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T13:14:03.652Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used vulnv/tripadvisor-attractions-scraper, axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-19T13:14:03.617Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "10 tool calls valid", "timestamp": "2026-10-19T13:14:03.578Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer compares 10 Barcelona attractions by rating and review count from retrieved data and ends with the Actor line, but the named Actor is axlymxp rather than the expected maxcopell/tripadvisor, and the ranking is TripAdvisor's top 10 by rank rather than by the requested metrics.", "timestamp": "2026-10-19T13:14:03.540Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one retry with a different domain and then switched Actors, which is reasonable, though the get-dataset-items and key-value store calls were slightly redundant and the second vulnv run cost about 45s.", "timestamp": "2026-10-19T13:14:03.503Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "After two empty runs from vulnv (the .com URL, then a .co.uk retry), the agent switched to the axlymxp Actor and got 10 items, and the final answer says so honestly.", "timestamp": "2026-10-19T13:14:03.469Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final tables use the 10 retrieved items from dataset RFQ9qQg0fdnjg0sOJ, and the ratings and review counts match the tool output exactly with no invented values.", "timestamp": "2026-10-19T13:14:03.430Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Inputs matched each Actor's schema (start_urls with max_attractions=10; queries with maxItemsPerQuery=10), and the Barcelona geo ID g187497 was correct, although the first Actor still returned 0 items.", "timestamp": "2026-10-19T13:14:03.394Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched the store and picked vulnv/tripadvisor-attractions-scraper, then axlymxp/tripadvisor-attractions-scraper; neither is the expected maxcopell/tripadvisor, but both are reasonable attraction scrapers, and the follow-up tools (get-actor-run, get-dataset-items, get-key-value-store-record) fit the job.", "timestamp": "2026-10-19T13:14:03.361Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:09:48.026Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T13:09:47.992Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 3 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:09:47.955Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /maxcopell/tripadvisor(?!-)/", "timestamp": "2026-10-19T13:09:47.845Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used vulnv/tripadvisor-attractions-scraper, axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-19T13:09:47.754Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "vulnv/tripadvisor-attractions-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used vulnv/tripadvisor-attractions-scraper, axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor" }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:07:41.467Z", "day": "2026-10-19", "traceId": "d85283de1a399392b62978e82c4e3300", "observationId": "3c4945bb0b31c6e7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d85283de1a399392b62978e82c4e3300?observation=3c4945bb0b31c6e7", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-19T13:14:01.383Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T13:14:01.301Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The input was correct (aiModeSearch.enableAiMode true, countryCode gb), but after the run showed 'Nothing extracted yet' across five polls the agent kept polling and ended with no answer, so it never reported the stall or tried to recover.", "timestamp": "2026-10-19T13:14:01.255Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-19T13:14:01.206Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is only a mid-task statement ('I'll poll a few more times'); it gives no AI Mode answer text and no source count, and the run was still RUNNING with 0 items when the session timed out.", "timestamp": "2026-10-19T13:14:01.169Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The setup was direct (details, call, then poll), but six identical get-actor-run polls with no change in status, and no fallback such as checking the dataset or run log or stopping the run, did not lead anywhere.", "timestamp": "2026-10-19T13:14:01.122Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The run stayed RUNNING with 'Nothing extracted yet' for roughly 5 minutes, and the agent only kept polling with the same waitSecs=45; it did not abort the run, retry, or report the stall, and the session timed out.", "timestamp": "2026-10-19T13:14:01.080Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input set queries to 'best crm for small business', countryCode 'gb', maxPagesPerQuery 1 and aiModeSearch.enableAiMode true; the deterministic checks for aiModeOn, query, country and pages all passed.", "timestamp": "2026-10-19T13:14:01.046Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the Actor details with fetch-actor-details, ran apify/google-search-scraper with call-actor, and polled with get-actor-run, which are the right tools for the task.", "timestamp": "2026-10-19T13:14:01.011Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-19T13:12:42.124Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-19T13:12:42.087Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 0 items ok", "timestamp": "2026-10-19T13:12:42.050Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-19T13:12:42.016Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-10-19T13:12:41.975Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-19T13:12:41.941Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-10-19T13:12:41.871Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper run VBYSm9GjFFZfSVKzV: RUNNING", "timestamp": "2026-10-19T13:12:41.834Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-19T13:12:41.744Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:07:46.255Z", "day": "2026-10-19", "traceId": "545e52f54eaa631b30745455750f5c17", "observationId": "b9b0108d9703ad4a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/545e52f54eaa631b30745455750f5c17?observation=b9b0108d9703ad4a", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer states 9 organic results and the top three domains, all grounded in the dataset items and consistent with the run statusMessage of 9 organicResults.", "timestamp": "2026-10-19T13:13:58.973Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer states 9 organic results and the top three domains, all grounded in the dataset items and consistent with the run statusMessage of 9 organicResults.", "timestamp": "2026-10-19T13:13:58.939Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-19T13:13:58.899Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T13:13:58.854Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the run used DE/de with one page and returned 9 organic results, and the agent reported them accurately from get-dataset-items.", "timestamp": "2026-10-19T13:13:58.811Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-19T13:13:58.776Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer states 9 organic results and the top three domains, all grounded in the dataset items and consistent with the run statusMessage of 9 organicResults.", "timestamp": "2026-10-19T13:13:58.722Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Three tool calls (read schema, run, fetch items) with no repetition, and the dataset fetch was projected to the needed fields.", "timestamp": "2026-10-19T13:13:58.684Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the dataset and reported 9 organic results with domains adac.de, leasingmarkt.de and insta-drive.com, matching positions 1-3 in the returned organicResults.", "timestamp": "2026-10-19T13:13:58.646Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The input had queries 'elektroauto leasing', maxPagesPerQuery 1, countryCode 'de' and languageCode 'de', and the deterministic checks for query, country, lang and pages all passed. The extra searchLanguage field is harmless and the run succeeded.", "timestamp": "2026-10-19T13:13:58.611Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details to read the schema, call-actor on the named apify/google-search-scraper, and get-dataset-items to read the results, which fits the task.", "timestamp": "2026-10-19T13:13:58.573Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:08:23.264Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-19T13:08:23.227Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-19T13:08:23.189Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-19T13:08:23.156Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-19T13:08:23.116Z", "metadata": {} }, "check.lang": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): languageCode", "timestamp": "2026-10-19T13:08:23.085Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-19T13:08:23.049Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-19T13:08:23.006Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:08:22.965Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-19T13:08:22.931Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer states 9 organic results and the top three domains, all grounded in the dataset items and consistent with the run statusMessage of 9 organicResults." }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:08:22.925Z", "day": "2026-10-19", "traceId": "60e51105a1a2b68c0a63e79683bd5e50", "observationId": "654bc2b18738ac9a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/60e51105a1a2b68c0a63e79683bd5e50?observation=654bc2b18738ac9a", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned the first-page organic results with titles, links and snippets grounded in the dataset and ended with the required line 'Actor: apify/google-search-scraper'.", "timestamp": "2026-10-19T13:13:56.074Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned the first-page organic results with titles, links and snippets grounded in the dataset and ended with the required line 'Actor: apify/google-search-scraper'.", "timestamp": "2026-10-19T13:13:56.039Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-10-19T13:13:56.004Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-19T13:13:55.965Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T13:13:55.908Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the only hiccup was a transient 502 on the first fetch-actor-details call, which the retry resolved.", "timestamp": "2026-10-19T13:13:55.868Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-19T13:13:55.807Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned the first-page organic results with titles, links and snippets grounded in the dataset and ended with the required line 'Actor: apify/google-search-scraper'.", "timestamp": "2026-10-19T13:13:55.771Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was direct: search, schema fetch (one retry after the 502), run, and dataset fetch, with no redundant calls.", "timestamp": "2026-10-19T13:13:55.730Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first fetch-actor-details call returned a 502 Bad Gateway; the agent said it would retry and the identical retry succeeded.", "timestamp": "2026-10-19T13:13:55.698Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final list of 5 organic results (titles, URLs, descriptions) matches the get-dataset-items output exactly, and the agent accurately reported that site links were omitted.", "timestamp": "2026-10-19T13:13:55.661Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor was given queries=\"apify web scraping\", maxPagesPerQuery=1, countryCode=us and languageCode=en, which match the schema and limit the run to one page; get-dataset-items used a valid datasetId and field projection.", "timestamp": "2026-10-19T13:13:55.630Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, then fetch-actor-details, call-actor and get-dataset-items, and picked the official apify/google-search-scraper, which is the expected Actor for this task.", "timestamp": "2026-10-19T13:13:55.598Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:09:04.820Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-19T13:09:04.786Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:09:04.737Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-19T13:09:04.652Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-19T13:09:04.570Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned the first-page organic results with titles, links and snippets grounded in the dataset and ended with the required line 'Actor: apify/google-search-scraper'." }, { "scenarioId": "google-maps-contact-details-usage-toronto-roofers", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:08:23.302Z", "day": "2026-10-19", "traceId": "2be94e1ce4b8d62f5402fb36c5ae26ea", "observationId": "fd5d0b9ed894fd8b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2be94e1ce4b8d62f5402fb36c5ae26ea?observation=fd5d0b9ed894fd8b", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "use", "title": "google-maps-contact-details / use / toronto-roofers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 2 of 10 items missing emails", "timestamp": "2026-10-19T13:13:55.456Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 2 of 10 items missing emails", "timestamp": "2026-10-19T13:13:55.370Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-19T13:13:55.331Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T13:13:55.292Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 2 of 10 items missing emails", "timestamp": "2026-10-19T13:13:55.256Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-19T13:13:55.222Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered 10 companies with name, website, email, and social links and stated an accurate count of 8 with email; the only gap is that social profile scraping was not enabled, though social links were still returned from the default contact scraping, and the agent disclosed this.", "timestamp": "2026-10-19T13:13:55.184Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Five calls: schema fetch, run, two polls, one dataset fetch; this is direct with no redundant work.", "timestamp": "2026-10-19T13:13:55.145Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table matches the dataset rows (names, websites, emails, social links), and the 8 of 10 email count matches the data, with 2 items missing emails (IBOT, RoofLife); the placeholder contact@mysite.com was flagged.", "timestamp": "2026-10-19T13:13:55.106Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "Inputs were sensible (searchStringsArray ['roofing company'], locationQuery Toronto, maxCrawledPlacesPerSearch 10), but scrapeSocialMediaProfiles was omitted, which the deterministic socials check flagged as FAIL, and the agent deliberately left paid add-ons off.", "timestamp": "2026-10-19T13:13:55.069Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the Actor's input schema with fetch-actor-details, ran the named Actor with call-actor, polled with get-actor-run, and fetched rows with get-dataset-items, which is an appropriate toolchain.", "timestamp": "2026-10-19T13:13:55.033Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:10:55.347Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-19T13:10:55.313Z", "metadata": {} }, "check.count": { "value": 1, "stringValue": null, "comment": "PASS (warn): answer matches /[0-9]/", "timestamp": "2026-10-19T13:10:55.277Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 10 items missing emails", "timestamp": "2026-10-19T13:10:55.244Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-19T13:10:55.206Z", "metadata": {} }, "check.socials": { "value": 0, "stringValue": null, "comment": "FAIL (warn): lukaskrivka/google-maps-with-contact-details: scrapeSocialMediaProfiles is missing (expected to be set)", "timestamp": "2026-10-19T13:10:55.170Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-19T13:10:55.131Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:10:55.062Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-19T13:10:54.982Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "socials" ], "judgeComment": "FAIL: check fields: 2 of 10 items missing emails" }, { "scenarioId": "google-maps-contact-details-discovery-toronto-roofers-emails", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:09:04.859Z", "day": "2026-10-19", "traceId": "fe55d6be2d351a6612722f823ca95e07", "observationId": "412d34bbe06b2863", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/fe55d6be2d351a6612722f823ca95e07?observation=412d34bbe06b2863", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "find", "title": "google-maps-contact-details / find / toronto-roofers-emails", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported an accurate count (5 of 10 had an email), listed which companies had emails, and ended with the exact 'Actor: lukaskrivka/google-maps-with-contact-details' line. The count is honest and grounded in the retrieved data.", "timestamp": "2026-10-19T13:13:54.262Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported an accurate count (5 of 10 had an email), listed which companies had emails, and ended with the exact 'Actor: lukaskrivka/google-maps-with-contact-details' line. The count is honest and grounded in the retrieved data.", "timestamp": "2026-10-19T13:13:54.224Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-19T13:13:54.184Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-19T13:13:54.151Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T13:13:54.115Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent found the right Actor, ran it with sensible input, and reported the true email count of 5 of 10 from dataset run PLqwMtawItcKGfkNW.", "timestamp": "2026-10-19T13:13:54.082Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-19T13:13:54.049Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported an accurate count (5 of 10 had an email), listed which companies had emails, and ended with the exact 'Actor: lukaskrivka/google-maps-with-contact-details' line. The count is honest and grounded in the retrieved data.", "timestamp": "2026-10-19T13:13:54.016Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 7 calls: search, fetch details, call, three polls and one dataset fetch. The polls were needed because the run took about 160s, and there was no redundant work.", "timestamp": "2026-10-19T13:13:53.974Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final list matches the dataset rows exactly: 5 companies with emails (Infinity 1, Impressed 3, NorthCan 1, Toro 2, Best Flat Roof 1) and 5 with empty arrays. The agent also flagged the placeholder 'contact@mysite.com' from the data. The scope note is slightly loose, since only one place has a Vaughan address and one has an Ottawa-area phone number.", "timestamp": "2026-10-19T13:13:53.941Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input used searchStringsArray ['roofing company'], locationQuery 'Toronto, Canada' and maxCrawledPlacesPerSearch 10. It kept the default contact enrichment that the schema says is required for emails. The dataset fetch projected title, address, website, phone and emails.", "timestamp": "2026-10-19T13:13:53.908Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched the store with 'Google Maps emails', picked lukaskrivka/google-maps-with-contact-details (the intended Actor, which visits business websites for contacts), checked its input schema, then ran it and read the dataset.", "timestamp": "2026-10-19T13:13:53.869Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:12:02.435Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-19T13:12:02.392Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:12:02.302Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"lukaskrivka/google-maps-with-contact-details\"", "timestamp": "2026-10-19T13:12:02.242Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-19T13:12:02.135Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported an accurate count (5 of 10 had an email), listed which companies had emails, and ended with the exact 'Actor: lukaskrivka/google-maps-with-contact-details' line. The count is honest and grounded in the retrieved data." }, { "scenarioId": "google-maps-reviews-usage-ritz-trend", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:09:48.061Z", "day": "2026-10-19", "traceId": "75cb4a3b7347ba85e5a8a7c6f91e70df", "observationId": "2c708c1744068d2a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/75cb4a3b7347ba85e5a8a7c6f91e70df?observation=2c708c1744068d2a", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "use", "title": "google-maps-reviews / use / ritz-trend", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The answer gives both averages (4.47 vs 4.33), a trend direction of up that matches its own numbers, and a sensible caveat about sample size. The only flaw is a small inconsistency in the stated date ranges.", "timestamp": "2026-10-19T13:13:56.517Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The answer gives both averages (4.47 vs 4.33), a trend direction of up that matches its own numbers, and a sensible caveat about sample size. The only flaw is a small inconsistency in the stated date ranges.", "timestamp": "2026-10-19T13:13:56.424Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-19T13:13:56.374Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T13:13:56.325Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the run SUCCEEDED with 30 items and the computed averages match the retrieved star ratings.", "timestamp": "2026-10-19T13:13:56.235Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-19T13:13:56.200Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer gives both averages (4.47 vs 4.33), a trend direction of up that matches its own numbers, and a sensible caveat about sample size. The only flaw is a small inconsistency in the stated date ranges.", "timestamp": "2026-10-19T13:13:56.151Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path took three direct calls (schema, run, fetch) with no repetition. The agent also projected only the needed fields when fetching the items.", "timestamp": "2026-10-19T13:13:56.065Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The newest-15 stars in the preview sum to 67, giving 4.47, with 11 fives, 2 fours and 2 twos, matching the agent's figures. The previous-15 breakdown is consistent with the visible items and the 65 total. One minor slip: the date ranges are slightly off, since the 15th review is from Sep 17 yet the answer puts Sep 17 in the older set's range.", "timestamp": "2026-10-19T13:13:56.033Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input used maxReviews=30, reviewsSort=newest, reviewsOrigin=google and a Maps search URL for the hotel. The run returned 30 items, all for The Ritz-Carlton, Chicago, and the cap check passed.", "timestamp": "2026-10-19T13:13:55.997Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the Actor's input schema with fetch-actor-details, ran the named compass/google-maps-reviews-scraper with call-actor, and pulled the results with get-dataset-items.", "timestamp": "2026-10-19T13:13:55.960Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:10:22.884Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-19T13:10:22.844Z", "metadata": {} }, "check.stars": { "value": 1, "stringValue": null, "comment": "PASS (warn): 30 items ok", "timestamp": "2026-10-19T13:10:22.802Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 30 items ok", "timestamp": "2026-10-19T13:10:22.764Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxReviews", "timestamp": "2026-10-19T13:10:22.725Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:10:22.684Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-reviews-scraper", "timestamp": "2026-10-19T13:10:22.644Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[1-5](\\.\\d+)?\\b/", "timestamp": "2026-10-19T13:10:22.598Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The answer gives both averages (4.47 vs 4.33), a trend direction of up that matches its own numbers, and a sensible caveat about sample size. The only flaw is a small inconsistency in the stated date ranges." }, { "scenarioId": "google-maps-reviews-discovery-ritz", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:10:18.026Z", "day": "2026-10-19", "traceId": "ad223b32dff56858a88743b40c51d6f6", "observationId": "6ad902945ee63224", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ad223b32dff56858a88743b40c51d6f6?observation=6ad902945ee63224", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "find", "title": "google-maps-reviews / find / ritz", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The answer summarizes complaints and praise from the 30 most recent reviews, notes that 9 have no text, and ends with the exact line 'Actor: compass/Google-Maps-Reviews-Scraper'.", "timestamp": "2026-10-19T13:13:51.462Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The answer summarizes complaints and praise from the 30 most recent reviews, notes that 9 have no text, and ends with the exact line 'Actor: compass/Google-Maps-Reviews-Scraper'.", "timestamp": "2026-10-19T13:13:51.425Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-19T13:13:51.387Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-19T13:13:51.342Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T13:13:51.293Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All applicable dimensions passed: the run SUCCEEDED with 30 items, and the answer is grounded in the review text and names the correct Actor.", "timestamp": "2026-10-19T13:13:51.253Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T13:13:51.215Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer summarizes complaints and praise from the 30 most recent reviews, notes that 9 have no text, and ends with the exact line 'Actor: compass/Google-Maps-Reviews-Scraper'.", "timestamp": "2026-10-19T13:13:51.179Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made four direct calls (search, fetch details, run, get items) with no repetition or detours.", "timestamp": "2026-10-19T13:13:51.080Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "get-dataset-items fetched all 30 items with the text, stars, date and owner-response fields. The answer's star counts, the umbrella incident, Agnes, Dale and the Water Tower Suite match the visible previews. The other specifics (Torali, Wi-Fi, Bonvoy) are not contradicted by anything shown, and the agent saw the full results.", "timestamp": "2026-10-19T13:13:51.045Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input used startUrls with a Maps search URL for The Ritz-Carlton Chicago, maxReviews 30, reviewsSort newest, reviewsOrigin google and personalData false. All of these match the schema, and the run returned the correct hotel (160 E Pearson St) with 30 items.", "timestamp": "2026-10-19T13:13:51.012Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched the store, picked the dedicated compass/Google-Maps-Reviews-Scraper over the other review scrapers in the results, then fetched its dataset, which matches the reference run.", "timestamp": "2026-10-19T13:13:50.965Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:11:04.839Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-19T13:11:04.794Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:11:04.761Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"compass/google-maps-reviews-scraper\"", "timestamp": "2026-10-19T13:11:04.723Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-19T13:11:04.674Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The answer summarizes complaints and praise from the 30 most recent reviews, notes that 9 have no text, and ends with the exact line 'Actor: compass/Google-Maps-Reviews-Scraper'." }, { "scenarioId": "google-maps-extractor-usage-toronto-plumbers", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:10:22.919Z", "day": "2026-10-19", "traceId": "eb23d650da3e527e386b3212f6505c28", "observationId": "cd5ec0120e12e132", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/eb23d650da3e527e386b3212f6505c28?observation=cd5ec0120e12e132", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "use", "title": "google-maps-extractor / use / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 4 of 15 items missing address", "timestamp": "2026-10-19T13:13:49.849Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 4 of 15 items missing address", "timestamp": "2026-10-19T13:13:49.764Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-19T13:13:49.728Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T13:13:49.688Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 4 of 15 items missing address", "timestamp": "2026-10-19T13:13:49.656Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-19T13:13:49.620Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent gave 15 plumbers with name, phone and rating, and stated the count of 15. It flagged the 4 missing addresses as 'Not listed' rather than inventing them, and named Top One Plumbing as the highest-rated, openly disclosing the six-way tie at 5.0 and its tiebreak by review count, which is consistent with its own list.", "timestamp": "2026-10-19T13:13:49.583Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Three calls (fetch details, run Actor, get items) with no repeated or wasted steps.", "timestamp": "2026-10-19T13:13:49.543Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table matches the fetched items (for example R&Z Plumbing 4.9 and +1 416-661-9393, Top One Plumbing with a null address and 386 reviews), and the grounded check found all 18 numbers in the Actor output.", "timestamp": "2026-10-19T13:13:49.511Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input used searchStringsArray [\"plumber\"], locationQuery \"Toronto, Canada\" and maxCrawledPlacesPerSearch 15, which matches the schema and the cap check passed.", "timestamp": "2026-10-19T13:13:49.474Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the details of compass/google-maps-extractor, ran that Actor, then fetched the dataset items, which is the right set of tools for the task.", "timestamp": "2026-10-19T13:13:49.429Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:10:59.331Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-19T13:10:59.301Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 18 numbers found in Actor output", "timestamp": "2026-10-19T13:10:59.261Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /[1-5][.][0-9]/", "timestamp": "2026-10-19T13:10:59.224Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 4 of 15 items missing address", "timestamp": "2026-10-19T13:10:59.189Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 15 items ok", "timestamp": "2026-10-19T13:10:59.151Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-19T13:10:59.111Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:10:59.069Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-extractor", "timestamp": "2026-10-19T13:10:59.030Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 4 of 15 items missing address" }, { "scenarioId": "google-maps-extractor-discovery-toronto-plumbers", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:10:40.307Z", "day": "2026-10-19", "traceId": "1a97cf6b26aa836dffe80787ce86582f", "observationId": "2593dd6c8aa8fc21", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1a97cf6b26aa836dffe80787ce86582f?observation=2593dd6c8aa8fc21", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "find", "title": "google-maps-extractor / find / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The answer gives 15 plumbers with name, address, phone, website and rating, no reviews, and ends with the exact 'Actor: compass/crawler-google-places' line. It honestly notes the Scarborough clustering and two missing addresses.", "timestamp": "2026-10-19T13:13:44.410Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The answer gives 15 plumbers with name, address, phone, website and rating, no reviews, and ends with the exact 'Actor: compass/crawler-google-places' line. It honestly notes the Scarborough clustering and two missing addresses.", "timestamp": "2026-10-19T13:13:44.371Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/crawler-google-places", "timestamp": "2026-10-19T13:13:44.340Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-19T13:13:44.295Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T13:13:44.257Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the run produced 15 items and the answer matched the dataset.", "timestamp": "2026-10-19T13:13:44.221Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T13:13:44.187Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer gives 15 plumbers with name, address, phone, website and rating, no reviews, and ends with the exact 'Actor: compass/crawler-google-places' line. It honestly notes the Scarborough clustering and two missing addresses.", "timestamp": "2026-10-19T13:13:44.152Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four tool calls (search, fetch details, run, get items) form a direct path with no repetition.", "timestamp": "2026-10-19T13:13:44.114Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "All 15 rows in the final table match the get-dataset-items output, including null addresses reported as 'Not listed'; the agent flagged that all results fall in Scarborough.", "timestamp": "2026-10-19T13:13:44.078Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call used searchStringsArray [\"plumber\"], locationQuery \"Toronto, Canada\" and maxCrawledPlacesPerSearch 15, which is sensible. It also passed maxReviews:0 and scrapeReviewsPersonalData:false, which weren't in the schema preview shown but were harmless and the run succeeded; the dataset fetch projected exactly title, address, phone, website and totalScore.", "timestamp": "2026-10-19T13:13:44.039Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched the store, then ran compass/crawler-google-places, an acceptable listings Actor, and fetched the dataset items; it avoided the reviews and email-enrichment Actors.", "timestamp": "2026-10-19T13:13:44.002Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:11:17.393Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-19T13:11:17.344Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:11:17.257Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /compass/(google-maps-extractor|crawler-google-places)/", "timestamp": "2026-10-19T13:11:17.138Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-19T13:11:17.035Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The answer gives 15 plumbers with name, address, phone, website and rating, no reviews, and ends with the exact 'Actor: compass/crawler-google-places' line. It honestly notes the Scarborough clustering and two missing addresses." }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:10:55.384Z", "day": "2026-10-19", "traceId": "e038d491d8ff0458f5149d9bcf4ba5c5", "observationId": "bc397cfc14f4c03d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e038d491d8ff0458f5149d9bcf4ba5c5?observation=bc397cfc14f4c03d", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check items: 30 items, expected at most 10", "timestamp": "2026-10-19T13:13:43.007Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check items: 30 items, expected at most 10", "timestamp": "2026-10-19T13:13:42.924Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-19T13:13:42.894Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T13:13:42.861Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check items: 30 items, expected at most 10", "timestamp": "2026-10-19T13:13:42.825Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T13:13:42.793Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent gave 10 places with names, addresses, phones and ratings, but the answer is muddled on the highest-rated one, offering three tied 5.0 places and a restaurant as #1; it also included a place with 4 reviews and 6 of 10 phones missing, which the answer misreports as 'Four of the ten' (the table shows six 'Not listed').", "timestamp": "2026-10-19T13:13:42.750Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 4 calls, and the second get-dataset-items call for categories was a modest, justified extra step; but scraping 30 places instead of 10 was wasteful and ignored the cap.", "timestamp": "2026-10-19T13:13:42.715Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The table's names, addresses, phones and ratings all match the get-dataset-items output, and the grounded check passed; the agent also used categoryName to flag the Smokehouse restaurant.", "timestamp": "2026-10-19T13:13:42.673Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The input used a sensible search term and location, but maxCrawledPlacesPerSearch was set to 30 instead of the requested 10, which the cap check flags as FAIL, and no placeMinimumStars filter was used for 'highly-rated'.", "timestamp": "2026-10-19T13:13:42.637Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor on compass/crawler-google-places, and get-dataset-items, which is the right toolchain for this task.", "timestamp": "2026-10-19T13:13:42.602Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:11:36.720Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: items", "timestamp": "2026-10-19T13:11:36.674Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 3 numbers found in Actor output", "timestamp": "2026-10-19T13:11:36.641Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 30 items ok", "timestamp": "2026-10-19T13:11:36.595Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 30 items, expected at most 10", "timestamp": "2026-10-19T13:11:36.562Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): compass/crawler-google-places: maxCrawledPlacesPerSearch = 30 (expected at most 10)", "timestamp": "2026-10-19T13:11:36.515Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:11:36.472Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-19T13:11:36.372Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-19T13:11:36.256Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "cap" ], "judgeComment": "FAIL: check items: 30 items, expected at most 10" }, { "scenarioId": "crawler-google-places-discovery-miami-gyms", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:10:59.367Z", "day": "2026-10-19", "traceId": "6b9077992900634a537c7c237b321202", "observationId": "40cf576ce7f6b47b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6b9077992900634a537c7c237b321202?observation=40cf576ce7f6b47b", "subject": "compass/crawler-google-places", "owner": "google", "skill": "find", "title": "crawler-google-places / find / miami-gyms", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used scrapesage/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-19T13:13:41.363Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used scrapesage/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-19T13:13:41.280Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "scrapesage/google-maps-scraper", "comment": "Actors the agent ran: scrapesage/google-maps-scraper", "timestamp": "2026-10-19T13:13:41.241Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T13:13:41.204Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T13:13:41.169Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used scrapesage/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-19T13:13:41.131Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T13:13:41.097Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered a grounded top-20 table with rating, reviews and hours and ended with the Actor line, but it used the wrong Actor (not compass/crawler-google-places), gave only today's hours rather than full opening hours, and did not truly compare or track; the 'top 20' was chosen from 40 and re-sorted manually.", "timestamp": "2026-10-19T13:13:41.062Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four direct calls (search, fetch details, run, get items) with no repetition or detours.", "timestamp": "2026-10-19T13:13:41.017Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table's ratings, review counts and hours match the dataset preview rows (e.g., Miami Strong Gym 4.9/1004/6 AM–10 PM), and missing hours for Muscle Beach are honestly flagged as not returned.", "timestamp": "2026-10-19T13:13:40.983Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Input used searchQueries ['gym'], locationQuery 'Miami, FL', scrapePlaceDetails true, but maxResults was 40 rather than the task's 20 cap, and sortBy 'rating' only orders within batches; otherwise well-formed and sensible.", "timestamp": "2026-10-19T13:13:40.941Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched the store and picked scrapesage/google-maps-scraper, a plausible Google Maps scraper with review counts and hours, but not the expected compass/crawler-google-places (rightActor FAIL), and it did not appear to consider it in the 5 results.", "timestamp": "2026-10-19T13:13:40.901Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:12:02.906Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T13:12:02.860Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:12:02.819Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"compass/crawler-google-places\"", "timestamp": "2026-10-19T13:12:02.774Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used scrapesage/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-19T13:12:02.731Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "scrapesage/google-maps-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used scrapesage/google-maps-scraper; expected compass/crawler-google-places" }, { "scenarioId": "contact-info-scraper-usage-two-domains-shallow", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:11:04.871Z", "day": "2026-10-19", "traceId": "126b90779b1bd696e9ac76c1a1e871a6", "observationId": "ebf7bbc7c2387199", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/126b90779b1bd696e9ac76c1a1e871a6?observation=ebf7bbc7c2387199", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "use", "title": "contact-info / use / two-domains-shallow", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-19T13:13:34.585Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-19T13:13:34.500Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-19T13:13:34.464Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T13:13:34.430Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-19T13:13:34.394Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-19T13:13:34.357Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer reports emails and social profiles per domain, shows empty emails for notion rather than invented ones, and discloses partial coverage. The fields check failed because items lacked a url field and one had no emails, which is an Actor output-shape issue and not an answer problem.", "timestamp": "2026-10-19T13:13:34.321Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Three calls with no repetition: fetch details, run once, fetch items.", "timestamp": "2026-10-19T13:13:34.293Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer matches the dataset: hello@apify.com, notion.so with empty emails, and the social URLs listed. It also flagged the phonesUncertain junk and the 20-page notion cap, drawn from the scrapedUrls count and maxRequestsPerStartUrl.", "timestamp": "2026-10-19T13:13:34.257Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The input had both startUrls, maxDepth=1 (the depth check passed), and paid add-ons off; it also included extra fields like useBrowser and proxyConfig, which the run accepted.", "timestamp": "2026-10-19T13:13:34.212Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the pinned Actor's details, ran vdrmota/contact-info-scraper with call-actor, then fetched the dataset with get-dataset-items, which is the right sequence.", "timestamp": "2026-10-19T13:13:34.173Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:12:06.375Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-19T13:12:06.326Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-19T13:12:06.289Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 2 items ok", "timestamp": "2026-10-19T13:12:06.249Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): maxDepth", "timestamp": "2026-10-19T13:12:06.207Z", "metadata": {} }, "check.urls": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-19T13:12:06.161Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:12:06.128Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used vdrmota/contact-info-scraper", "timestamp": "2026-10-19T13:12:06.088Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails" }, { "scenarioId": "contact-info-scraper-discovery-notion-website", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:11:17.434Z", "day": "2026-10-19", "traceId": "d88f640b1a1206e3289c4dd4c31d3de3", "observationId": "6e007b1eb366a1c3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d88f640b1a1206e3289c4dd4c31d3de3?observation=6e007b1eb366a1c3", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "find", "title": "contact-info / find / notion-website", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used zhucl1006/website-contact-info-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-19T13:13:34.256Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used zhucl1006/website-contact-info-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-19T13:13:34.153Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "zhucl1006/website-contact-info-extractor", "comment": "Actors the agent ran: zhucl1006/website-contact-info-extractor", "timestamp": "2026-10-19T13:13:34.118Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T13:13:34.081Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T13:13:34.046Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used zhucl1006/website-contact-info-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-19T13:13:34.005Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T13:13:33.967Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The answer gives the contact page, socials, and honest empty email/phone results and ends with the Actor line, but it used a different Actor than the expected vdrmota/contact-info-scraper (rightActor and namedActor checks failed) and the contact data is thin.", "timestamp": "2026-10-19T13:13:33.924Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four calls (search, fetch details, run, fetch dataset) is a direct path with no repetition.", "timestamp": "2026-10-19T13:13:33.871Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer reports only what the dataset row contained: contact-sales URL, social links, and empty email/phone lists, with nothing invented and the notion.so to notion.com redirect noted accurately.", "timestamp": "2026-10-19T13:13:33.835Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor was given websites:[\"https://www.notion.so\"] with maxPagesPerDomain 4, matching the schema's required array field and a shallow crawl.", "timestamp": "2026-10-19T13:13:33.761Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched the store and chose zhucl1006/website-contact-info-extractor, a contact-info Actor that fits the task, though it picked it by monthly users and the search results never surfaced vdrmota/contact-info-scraper.", "timestamp": "2026-10-19T13:13:33.686Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:11:44.851Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T13:11:44.817Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:11:44.778Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"vdrmota/contact-info-scraper\"", "timestamp": "2026-10-19T13:11:44.695Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used zhucl1006/website-contact-info-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-19T13:11:44.606Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "zhucl1006/website-contact-info-extractor", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used zhucl1006/website-contact-info-extractor; expected vdrmota/contact-info-scraper" }, { "scenarioId": "booking-scraper-usage-amsterdam-three-adults", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:11:36.755Z", "day": "2026-10-19", "traceId": "4f00020f4b4636cd2a7fa01a7afeb837", "observationId": "4b65bc6d03bfd371", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4f00020f4b4636cd2a7fa01a7afeb837?observation=4b65bc6d03bfd371", "subject": "voyager/booking-scraper", "owner": "google", "skill": "use", "title": "booking / use / amsterdam-three-adults", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The answer reports 10 hotels retrieved, the cheapest (Hotel Restaurant Old Bridge, about 155.88 USD per night) and the highest-rated (Hotel TwentySeven, 9.4), all grounded in the data, and it transparently flags the price-interpretation assumption.", "timestamp": "2026-10-19T13:13:38.260Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The answer reports 10 hotels retrieved, the cheapest (Hotel Restaurant Old Bridge, about 155.88 USD per night) and the highest-rated (Hotel TwentySeven, 9.4), all grounded in the data, and it transparently flags the price-interpretation assumption.", "timestamp": "2026-10-19T13:13:38.218Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-19T13:13:38.179Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-19T13:13:38.145Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the run succeeded with 10 items and correct inputs, and the agent recovered from the 502 and the stale item count.", "timestamp": "2026-10-19T13:13:38.109Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-19T13:13:38.075Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer reports 10 hotels retrieved, the cheapest (Hotel Restaurant Old Bridge, about 155.88 USD per night) and the highest-rated (Hotel TwentySeven, 9.4), all grounded in the data, and it transparently flags the price-interpretation assumption.", "timestamp": "2026-10-19T13:13:38.030Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was mostly direct. The extra get-dataset-items calls were mainly to resolve the count discrepancy and the price semantics, and the rooms.options query returned nothing new, which is a minor redundancy.", "timestamp": "2026-10-19T13:13:37.997Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "get-actor-run returned a 502 Bad Gateway and the agent simply re-polled and got SUCCEEDED. It also noticed the 8 vs 10 item count discrepancy and re-queried to confirm 10 items.", "timestamp": "2026-10-19T13:13:37.956Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer's names, prices, ratings and review counts (Old Bridge 311.75, TwentySeven 9.4 with 203 reviews) match the dataset items, and the per-night figures are computed from them, not invented.", "timestamp": "2026-10-19T13:13:37.910Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input had search=Amsterdam, maxItems=10, checkIn 2026-11-16, checkOut 2026-11-18 (four weeks after the 2026-10-19 run start, two nights) and adults=3, which matches the deterministic input checks.", "timestamp": "2026-10-19T13:13:37.873Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details to read the schema, then call-actor, get-actor-run and get-dataset-items on voyager/booking-scraper, which fits the task.", "timestamp": "2026-10-19T13:13:37.834Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:13:17.104Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-19T13:13:17.070Z", "metadata": {} }, "check.optFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-19T13:13:17.017Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-19T13:13:16.981Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-19T13:13:16.947Z", "metadata": {} }, "check.adults": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): adults", "timestamp": "2026-10-19T13:13:16.900Z", "metadata": {} }, "check.dates": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-19T13:13:16.864Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxItems", "timestamp": "2026-10-19T13:13:16.823Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:13:16.743Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used voyager/booking-scraper", "timestamp": "2026-10-19T13:13:16.647Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The answer reports 10 hotels retrieved, the cheapest (Hotel Restaurant Old Bridge, about 155.88 USD per night) and the highest-rated (Hotel TwentySeven, 9.4), all grounded in the data, and it transparently flags the price-interpretation assumption." }, { "scenarioId": "booking-scraper-discovery-amsterdam-hotels", "experimentId": "e979ff2588b4103e", "experimentName": "store-actors · claude-haiku-latest · 2026-10-19 12:58 · api · xg7vh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-19T13:11:44.895Z", "day": "2026-10-19", "traceId": "13eb92f2c75d24f0cd3240336a7c8ac0", "observationId": "c6212cefacf3e70f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/13eb92f2c75d24f0cd3240336a7c8ac0?observation=c6212cefacf3e70f", "subject": "voyager/booking-scraper", "owner": "google", "skill": "find", "title": "booking / find / amsterdam-hotels", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-19T13:13:38.721Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-19T13:13:38.637Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "santamaria-automations/booking-com-scraper", "comment": "Actors the agent ran: santamaria-automations/booking-com-scraper", "timestamp": "2026-10-19T13:13:38.600Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-19T13:13:38.564Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-19T13:13:38.527Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-19T13:13:38.470Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-19T13:13:38.437Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer lists 10 Amsterdam properties for a two-night stay a month ahead with prices, names the cheapest consistently with its list, and ends with the 'Actor: santamaria-automations/booking-com-scraper' line. The wrong-actor checks are already decided and concern the actor identity, not whether the task was fulfilled.", "timestamp": "2026-10-19T13:13:38.403Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four tool calls: search, schema check, run, fetch. There was no repetition or wasted calls.", "timestamp": "2026-10-19T13:13:38.365Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table matches the get-dataset-items rows (for example Hostelle 43.88, Dutchies 47.90, Guest House 101.86, Flying Pig Downtown 112.95), and the cheapest pick is the minimum in that data. The dorm-bed caveat is a reasonable reading of room_type.", "timestamp": "2026-10-19T13:13:38.333Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input was destination Amsterdam, checkin 2026-11-19 and checkout 2026-11-21, which is two nights about a month after the run date of 2026-10-19. It also set maxResults 10, currency EUR and defaults for adults and rooms, all valid under the fetched schema.", "timestamp": "2026-10-19T13:13:38.251Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched the store, then used fetch-actor-details, call-actor and get-dataset-items on santamaria-automations/booking-com-scraper, a suitable Booking.com hotel scraper from the results. It is not the expected voyager/booking-scraper (rightActor FAIL), but that actor never appeared in the search output.", "timestamp": "2026-10-19T13:13:38.216Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "e979ff2588b4103e", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-19T13:12:16.836Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-19T13:12:16.793Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-19T13:12:16.703Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"voyager/booking-scraper\"", "timestamp": "2026-10-19T13:12:16.665Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-19T13:12:16.579Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "santamaria-automations/booking-com-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper" }, { "scenarioId": "booking-scraper-usage-amsterdam-three-adults", "experimentId": "7f8b0f938efab1ff", "experimentName": "probe-codex-gpt-6-luna-booking", "model": "openai/gpt-6-luna", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-4.6", "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-20T08:04:28.953Z", "day": "2026-10-20", "traceId": "7c0c41327e0e2d201f11dc3a2123a680", "observationId": "77209f25922bd229", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7c0c41327e0e2d201f11dc3a2123a680?observation=77209f25922bd229", "subject": "voyager/booking-scraper", "owner": "google", "skill": "use", "title": "booking / use / amsterdam-three-adults", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-20T08:07:12.660Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "7f8b0f938efab1ff", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-20T08:07:12.549Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "7f8b0f938efab1ff", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-20T08:07:12.508Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "7f8b0f938efab1ff", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-20T08:07:12.466Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "7f8b0f938efab1ff", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The agent incorrectly dismissed Cabins Hotel Amsterdam's price (€76.13 total) as being for a single person without data support, then named Hotel Abba as cheapest at ~€99.30/night. The dataset showed Cabins at €76.13 total for the stay with group_adults=3 in the URL, making it the actual cheapest option. This is a reasoning error, not an Actor or tool problem.", "timestamp": "2026-10-20T08:07:12.423Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "7f8b0f938efab1ff", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "16 tool calls valid", "timestamp": "2026-10-20T08:07:12.382Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "7f8b0f938efab1ff", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 10 hotels retrieved and correctly identified Cabins Hotel Amsterdam as highest-rated (8.6/10), but misidentified the cheapest nightly price: it claimed Hotel Abba at ~€99.30/night when Cabins Hotel Amsterdam had a total price of €76.13 for the stay (cheaper per night), and the agent explicitly dismissed Cabins' price as 'single-person capsule' without evidence from the data that it was not available for 3 adults.", "timestamp": "2026-10-20T08:07:12.340Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "7f8b0f938efab1ff", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "After getting all 10 items in one get-dataset-items call, the agent then made 10 additional individual single-item calls (offset 0-9) which was redundant and inefficient since all data was already retrieved.", "timestamp": "2026-10-20T08:07:12.304Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "7f8b0f938efab1ff", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The Actor was still RUNNING after the first 45s wait, and the agent correctly polled with get-actor-run to wait for completion before fetching results.", "timestamp": "2026-10-20T08:07:12.257Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "7f8b0f938efab1ff", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent retrieved actual dataset items and correctly identified Cabins Hotel Amsterdam (rating 8.6) as highest-rated and used real price data from the results.", "timestamp": "2026-10-20T08:07:12.172Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "7f8b0f938efab1ff", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent called voyager/booking-scraper with search='Amsterdam', maxItems=10, checkIn='2026-11-17', checkOut='2026-11-19' (two nights, ~4 weeks from Oct 20 2026), adults=3, rooms=1, all matching the task requirements.", "timestamp": "2026-10-20T08:07:12.137Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "7f8b0f938efab1ff", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent correctly used fetch-actor-details, call-actor, get-actor-run, and get-dataset-items for the voyager/booking-scraper Actor as required by the task.", "timestamp": "2026-10-20T08:07:12.051Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "anthropic/claude-sonnet-4.6", "judgeModelResolved": "anthropic/claude-sonnet-4.6", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "7f8b0f938efab1ff", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T08:06:51.771Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-20T08:06:51.732Z", "metadata": {} }, "check.optFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-20T08:06:51.696Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-20T08:06:51.661Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-20T08:06:51.580Z", "metadata": {} }, "check.adults": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): adults", "timestamp": "2026-10-20T08:06:51.532Z", "metadata": {} }, "check.dates": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-20T08:06:51.498Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxItems", "timestamp": "2026-10-20T08:06:51.368Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T08:06:51.313Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used voyager/booking-scraper", "timestamp": "2026-10-20T08:06:51.133Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "booking-scraper-usage-amsterdam-three-adults", "experimentId": "45ab5305317b8d0c", "experimentName": "probe-harness-per-model", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": null, "trigger": "cli", "repeats": 1, "fullScope": false, "startTime": "2026-10-20T09:10:59.464Z", "day": "2026-10-20", "traceId": "3eb236be1f520d7b6964e6911217f6c8", "observationId": "fddaac5f9c13673f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3eb236be1f520d7b6964e6911217f6c8?observation=fddaac5f9c13673f", "subject": "voyager/booking-scraper", "owner": "google", "skill": "use", "title": "booking / use / amsterdam-three-adults", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T09:12:37.758Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-20T09:12:37.717Z", "metadata": {} }, "check.optFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-20T09:12:37.681Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-20T09:12:37.642Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-20T09:12:37.596Z", "metadata": {} }, "check.adults": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): adults", "timestamp": "2026-10-20T09:12:37.558Z", "metadata": {} }, "check.dates": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-20T09:12:37.518Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxItems", "timestamp": "2026-10-20T09:12:37.476Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T09:12:37.351Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used voyager/booking-scraper", "timestamp": "2026-10-20T09:12:37.210Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "booking-scraper-usage-amsterdam-three-adults", "experimentId": "45ab5305317b8d0c", "experimentName": "probe-harness-per-model", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": null, "trigger": "cli", "repeats": 1, "fullScope": false, "startTime": "2026-10-20T09:12:38.460Z", "day": "2026-10-20", "traceId": "84e6896fc7c6af6d8885739720025ade", "observationId": "c6c98744f5957b04", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/84e6896fc7c6af6d8885739720025ade?observation=c6c98744f5957b04", "subject": "voyager/booking-scraper", "owner": "google", "skill": "use", "title": "booking / use / amsterdam-three-adults", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T09:14:22.784Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-20T09:14:22.744Z", "metadata": {} }, "check.optFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-20T09:14:22.701Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-20T09:14:22.639Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-20T09:14:22.599Z", "metadata": {} }, "check.adults": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): adults", "timestamp": "2026-10-20T09:14:22.563Z", "metadata": {} }, "check.dates": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-20T09:14:22.516Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxItems", "timestamp": "2026-10-20T09:14:22.476Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T09:14:22.391Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used voyager/booking-scraper", "timestamp": "2026-10-20T09:14:22.297Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "zillow-zip-search-usage-scottsdale", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:20:09.868Z", "day": "2026-10-20", "traceId": "60e699e59e8d11c97d5fe1062dc3319c", "observationId": "88cb5e751ad7e1d0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/60e699e59e8d11c97d5fe1062dc3319c?observation=88cb5e751ad7e1d0", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "use", "title": "zillow-zip-search / use / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check forSaleByOwnerTrue: maxcopell/zillow-zip-search: forSaleByOwner = false (expected true)", "timestamp": "2026-10-20T11:37:25.534Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check forSaleByOwnerTrue: maxcopell/zillow-zip-search: forSaleByOwner = false (expected true)", "timestamp": "2026-10-20T11:37:25.446Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-20T11:37:25.416Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:37:25.384Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "check forSaleByOwnerTrue: maxcopell/zillow-zip-search: forSaleByOwner = false (expected true)", "timestamp": "2026-10-20T11:37:25.348Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-20T11:37:25.310Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 10 results and the cheapest address and price from real data, but the search silently excluded for-sale-by-owner listings, so the cheapest could be wrong; it disclosed only the by-agent filter, wrongly justified as 'the Actor defaults to that filter'.", "timestamp": "2026-10-20T11:37:25.281Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Three direct calls (schema, run, fetch items) with no repetition, and the agent projected only the needed fields.", "timestamp": "2026-10-20T11:37:25.254Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the 10 items and correctly picked the lowest listingPrice.amount ($170,000, 4950 N Miller Road #240), and the grounded check passed.", "timestamp": "2026-10-20T11:37:25.212Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The input set all required fields, but forSaleByOwner was false, and the deterministic check forSaleByOwnerTrue FAILED (expected true); this excluded FSBO listings from a 'homes for sale' search.", "timestamp": "2026-10-20T11:37:25.171Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor on the named maxcopell/zillow-zip-search Actor, and get-dataset-items, which is the right sequence.", "timestamp": "2026-10-20T11:37:25.125Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:20:45.330Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: forSaleByOwnerTrue", "timestamp": "2026-10-20T11:20:45.288Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-10-20T11:20:45.248Z", "metadata": {} }, "check.tenResults": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-20T11:20:45.213Z", "metadata": {} }, "check.priceCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): priceMax", "timestamp": "2026-10-20T11:20:45.169Z", "metadata": {} }, "check.soldFalse": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): sold", "timestamp": "2026-10-20T11:20:45.131Z", "metadata": {} }, "check.forRentFalse": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): forRent", "timestamp": "2026-10-20T11:20:45.087Z", "metadata": {} }, "check.forSaleByOwnerTrue": { "value": 0, "stringValue": null, "comment": "FAIL: maxcopell/zillow-zip-search: forSaleByOwner = false (expected true)", "timestamp": "2026-10-20T11:20:45.051Z", "metadata": {} }, "check.forSaleByAgentTrue": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): forSaleByAgent", "timestamp": "2026-10-20T11:20:45.014Z", "metadata": {} }, "check.requiredFlags": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-20T11:20:44.977Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:20:44.942Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/zillow-zip-search", "timestamp": "2026-10-20T11:20:44.865Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{1,3},\\d{3}/", "timestamp": "2026-10-20T11:20:44.787Z", "metadata": {} } }, "verdict": "fail", "fixArea": "input-schema", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "forSaleByOwnerTrue" ], "judgeComment": "FAIL: check forSaleByOwnerTrue: maxcopell/zillow-zip-search: forSaleByOwner = false (expected true)" }, { "scenarioId": "youtube-scraper-usage-espresso-engagement", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:20:09.870Z", "day": "2026-10-20", "traceId": "87806b7758e1b07e7e7dd742d22943e9", "observationId": "dc6aa38de041dd3e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/87806b7758e1b07e7e7dd742d22943e9?observation=dc6aa38de041dd3e", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "use", "title": "youtube / use / espresso-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer lists 5 videos with views, likes and comment counts, grounded in the dataset, and flags the metadata count inconsistency and rounded likes.", "timestamp": "2026-10-20T11:37:16.472Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer lists 5 videos with views, likes and comment counts, grounded in the dataset, and flags the metadata count inconsistency and rounded likes.", "timestamp": "2026-10-20T11:37:16.440Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-20T11:37:16.403Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:37:16.360Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the only quirk was the run metadata reporting itemCount 4 while the dataset returned 5, which the agent disclosed.", "timestamp": "2026-10-20T11:37:16.315Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-20T11:37:16.277Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer lists 5 videos with views, likes and comment counts, grounded in the dataset, and flags the metadata count inconsistency and rounded likes.", "timestamp": "2026-10-20T11:37:16.242Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four calls with no repetition: schema check, run, one poll, and one dataset fetch.", "timestamp": "2026-10-20T11:37:16.206Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The table's 15 numbers all come from the get-dataset-items output and the grounded check passed; the agent also noted the 4-vs-5 item metadata discrepancy and rounded likes.", "timestamp": "2026-10-20T11:37:16.166Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor input used searchQueries:[\"home espresso machine review\"], maxResults:5, transcriptionAndSubtitle NONE, matching the schema; dataset fetch used the right datasetId and field projection.", "timestamp": "2026-10-20T11:37:16.129Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor on streamers/youtube-scraper (the named actor), then get-actor-run and get-dataset-items, which are all appropriate.", "timestamp": "2026-10-20T11:37:16.054Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:21:17.037Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-20T11:21:16.984Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 15 numbers found in Actor output", "timestamp": "2026-10-20T11:21:16.947Z", "metadata": {} }, "check.engagementFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-20T11:21:16.908Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-20T11:21:16.862Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-20T11:21:16.818Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:21:16.781Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-scraper", "timestamp": "2026-10-20T11:21:16.686Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-20T11:21:16.597Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer lists 5 videos with views, likes and comment counts, grounded in the dataset, and flags the metadata count inconsistency and rounded likes." }, { "scenarioId": "youtube-shorts-scraper-discovery-mrbeast-popular", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:20:09.870Z", "day": "2026-10-20", "traceId": "8e1c1b823ecfbbf9b993b812a312d048", "observationId": "034b8d434c3afca0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8e1c1b823ecfbbf9b993b812a312d048?observation=034b8d434c3afca0", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "find", "title": "youtube-shorts / find / mrbeast-popular", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used easyapi/youtube-channel-shorts-scraper; expected streamers/youtube-shorts-scraper", "timestamp": "2026-10-20T11:37:20.116Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used easyapi/youtube-channel-shorts-scraper; expected streamers/youtube-shorts-scraper", "timestamp": "2026-10-20T11:37:20.020Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "easyapi/youtube-channel-shorts-scraper", "comment": "Actors the agent ran: easyapi/youtube-channel-shorts-scraper", "timestamp": "2026-10-20T11:37:19.966Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-20T11:37:19.925Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:37:19.892Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used easyapi/youtube-channel-shorts-scraper; expected streamers/youtube-shorts-scraper", "timestamp": "2026-10-20T11:37:19.849Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-20T11:37:19.800Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned 10 Shorts with links and view counts grounded in the scrape and ended with the Actor line, but it used a different Actor than the expected one and the answer lacks like counts; the deterministic rightActor and namedActor checks failed.", "timestamp": "2026-10-20T11:37:19.743Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was direct with five calls (search, schema, run, wait, fetch) and no repeated work.", "timestamp": "2026-10-20T11:37:19.707Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched all 193 items with title, view text and URL, then ranked by view count; the ranked entries (e.g. _JUlWtSCNbs at 1B views) match the preview, and it honestly flagged the rounded 1B ties.", "timestamp": "2026-10-20T11:37:19.669Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The input {channelUrls:[@MrBeast], maxItems:200} satisfies the required schema fields, and the agent read the schema first; maxItems 200 is not capped near 10, but it is sensible for ranking client-side because this Actor has no sort option.", "timestamp": "2026-10-20T11:37:19.617Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose easyapi/youtube-channel-shorts-scraper because it had the most users among the search results, not the expected streamers/youtube-shorts-scraper, so rightActor failed; it is a Shorts-specific scraper, though, and did the job.", "timestamp": "2026-10-20T11:37:19.573Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:21:22.588Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-20T11:21:22.537Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{3,}/", "timestamp": "2026-10-20T11:21:22.503Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:21:22.467Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"streamers/youtube-shorts-scraper\"", "timestamp": "2026-10-20T11:21:22.424Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used easyapi/youtube-channel-shorts-scraper; expected streamers/youtube-shorts-scraper", "timestamp": "2026-10-20T11:21:22.377Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "easyapi/youtube-channel-shorts-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used easyapi/youtube-channel-shorts-scraper; expected streamers/youtube-shorts-scraper" }, { "scenarioId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:20:09.870Z", "day": "2026-10-20", "traceId": "df111789b6d047e5bdd1a3a81f5d4828", "observationId": "80cccfa09b58106c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/df111789b6d047e5bdd1a3a81f5d4828?observation=80cccfa09b58106c", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "use", "title": "youtube-shorts / use / mrbeast-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer lists 10 MrBeast Shorts with view and like counts exactly as returned, and it notes the 9-vs-10 count discrepancy and the rounded likes.", "timestamp": "2026-10-20T11:37:22.012Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer lists 10 MrBeast Shorts with view and like counts exactly as returned, and it notes the 9-vs-10 count discrepancy and the rounded likes.", "timestamp": "2026-10-20T11:37:21.972Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-20T11:37:21.945Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:37:21.913Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "Every dimension passed or was not applicable. The only blemish is the run summary reporting itemCount 9 against 10 returned rows, which the agent noticed and disclosed.", "timestamp": "2026-10-20T11:37:21.880Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-20T11:37:21.842Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer lists 10 MrBeast Shorts with view and like counts exactly as returned, and it notes the 9-vs-10 count discrepancy and the rounded likes.", "timestamp": "2026-10-20T11:37:21.813Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Three calls (details, run, fetch items) with no repetition or detours.", "timestamp": "2026-10-20T11:37:21.779Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "All 10 titles, view counts and like counts in the final table match the dataset preview, and the grounded check passed for all 24 numbers. The agent re-ordered the rows by view count and said so.", "timestamp": "2026-10-20T11:37:21.742Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The input was channels:[\"MrBeast\"], maxResultsShorts:10, sortChannelShortsBy:\"POPULAR\", which matches the schema and the task; the deterministic input checks all passed.", "timestamp": "2026-10-20T11:37:21.705Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used the named Actor streamers/youtube-shorts-scraper, read its schema with fetch-actor-details, ran it with call-actor, and fetched rows with get-dataset-items.", "timestamp": "2026-10-20T11:37:21.669Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:21:04.502Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-20T11:21:04.466Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 24 numbers found in Actor output", "timestamp": "2026-10-20T11:21:04.433Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-20T11:21:04.395Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-20T11:21:04.331Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResultsShorts", "timestamp": "2026-10-20T11:21:04.296Z", "metadata": {} }, "check.sortPopular": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): sortChannelShortsBy", "timestamp": "2026-10-20T11:21:04.255Z", "metadata": {} }, "check.channelInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): channels[0]", "timestamp": "2026-10-20T11:21:04.175Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:21:04.132Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-20T11:21:04.089Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer lists 10 MrBeast Shorts with view and like counts exactly as returned, and it notes the 9-vs-10 count discrepancy and the rounded likes." }, { "scenarioId": "youtube-scraper-discovery-espresso", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:20:09.870Z", "day": "2026-10-20", "traceId": "8be49e16d48f6728ca8c812bb2229158", "observationId": "4b9753cfcb4c6aa5", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8be49e16d48f6728ca8c812bb2229158?observation=4b9753cfcb4c6aa5", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "find", "title": "youtube / find / espresso", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-20T11:37:29.285Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-20T11:37:29.199Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "api-ninja/youtube-search-scraper", "comment": "Actors the agent ran: api-ninja/youtube-search-scraper", "timestamp": "2026-10-20T11:37:29.159Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-20T11:37:29.122Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-20T11:37:29.089Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-20T11:37:29.051Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-20T11:37:29.018Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer lists 10 videos with view counts and channel names grounded in the dataset and ends with the required 'Actor:' line naming the Actor actually used, though some inclusions are questionable (a Nestlé home-coffee-shop ad kept while Rowan's espresso machine video was dropped) and the Actor differs from the expected one.", "timestamp": "2026-10-20T11:37:28.948Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four calls (search, fetch details, run, fetch items) in a direct sequence with no repeated or wasted steps.", "timestamp": "2026-10-20T11:37:28.913Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched only the needed fields with get-dataset-items and its table's titles, view counts, channels and dates match the returned items (e.g. De'Longhi 2224696, Philips 2094707, JURA 1145466), re-sorted correctly, with a few debatable exclusions and inclusions.", "timestamp": "2026-10-20T11:37:28.880Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor was given query 'home espresso machine', type 'video', uploadDate 'month', sortBy 'popularity' and maxResults 50, all valid values from the fetched input schema, and the run SUCCEEDED.", "timestamp": "2026-10-20T11:37:28.844Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent ran search-actors, then picked api-ninja/youtube-search-scraper, a YouTube keyword search Actor with uploadDate and sortBy inputs that fit the task, even though it is not the expected streamers/youtube-scraper.", "timestamp": "2026-10-20T11:37:28.805Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:20:53.773Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-20T11:20:53.731Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:20:53.691Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"streamers/youtube-scraper\"", "timestamp": "2026-10-20T11:20:53.655Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-20T11:20:53.616Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "api-ninja/youtube-search-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper" }, { "scenarioId": "tiktok-scraper-usage-protein-coffee", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:20:09.871Z", "day": "2026-10-20", "traceId": "f45be8049cce2a169e8c65ec72d48cbe", "observationId": "95ad93da63f7bc88", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f45be8049cce2a169e8c65ec72d48cbe?observation=95ad93da63f7bc88", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "use", "title": "tiktok / use / protein-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent delivered a ranked top 10 with play counts, creators and links, and stated the limitation that only 45 results were ranked. Note the dataset facts say 50 items while the run reported 45, but the answer's numbers were all grounded.", "timestamp": "2026-10-20T11:37:13.759Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent delivered a ranked top 10 with play counts, creators and links, and stated the limitation that only 45 results were ranked. Note the dataset facts say 50 items while the run reported 45, but the answer's numbers were all grounded.", "timestamp": "2026-10-20T11:37:13.724Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-20T11:37:13.682Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:37:13.644Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the run SUCCEEDED, the agent used searchSection=/video with a sensible resultsPerPage, and the final play counts are grounded in the dataset output.", "timestamp": "2026-10-20T11:37:13.608Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-20T11:37:13.573Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a ranked top 10 with play counts, creators and links, and stated the limitation that only 45 results were ranked. Note the dataset facts say 50 items while the run reported 45, but the answer's numbers were all grounded.", "timestamp": "2026-10-20T11:37:13.536Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Three calls (schema, run, fetch) with no repetition and a field-limited dataset fetch.", "timestamp": "2026-10-20T11:37:13.504Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table's play counts and URLs (e.g. 4,500,000 for @jnewtrition, 219,700 for @woroodshalabi, 163,800 for @coach_pearse) match the dataset previews, and the grounded check passed for all 22 numbers.", "timestamp": "2026-10-20T11:37:13.468Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Input used searchQueries=[\"protein coffee recipe\"], searchSection=\"/video\", resultsPerPage=50, all valid schema fields; requesting 50 instead of 10 was a deliberate choice so results could be ranked by plays, and the dataset fetch used a field projection.", "timestamp": "2026-10-20T11:37:13.428Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details to read the schema of the named clockworks/tiktok-scraper, then call-actor and get-dataset-items to run it and retrieve data, which is the right sequence.", "timestamp": "2026-10-20T11:37:13.393Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:20:51.030Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-20T11:20:50.992Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 22 numbers found in Actor output", "timestamp": "2026-10-20T11:20:50.952Z", "metadata": {} }, "check.plays": { "value": 1, "stringValue": null, "comment": "PASS (warn): 50 items ok", "timestamp": "2026-10-20T11:20:50.911Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:20:50.874Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-scraper", "timestamp": "2026-10-20T11:20:50.832Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-20T11:20:50.784Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent delivered a ranked top 10 with play counts, creators and links, and stated the limitation that only 45 results were ranked. Note the dataset facts say 50 items while the run reported 45, but the answer's numbers were all grounded." }, { "scenarioId": "tiktok-scraper-discovery-cleantok", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:20:45.519Z", "day": "2026-10-20", "traceId": "4fd0da866590f9bdc53b79de8e79bc5d", "observationId": "f82e3207f4c5f3c9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4fd0da866590f9bdc53b79de8e79bc5d?observation=f82e3207f4c5f3c9", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "find", "title": "tiktok / find / cleantok", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-20T11:37:25.345Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-20T11:37:25.201Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "clockworks/tiktok-hashtag-scraper", "comment": "Actors the agent ran: clockworks/tiktok-hashtag-scraper", "timestamp": "2026-10-20T11:37:25.170Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-20T11:37:25.139Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:37:25.098Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-20T11:37:25.060Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-20T11:37:25.024Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered a 20-row table with trend and engagement summaries and ended with an Actor line. But it named the sibling actor (the namedActor check failed), and the 'top 20' omits a 12.2M-play video that appears in the retrieved data.", "timestamp": "2026-10-20T11:37:24.994Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four calls (search, fetch details, run, fetch items) with no repetition or detours.", "timestamp": "2026-10-20T11:37:24.946Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The table's totals are internally consistent and soransaidi's 15.5M plays and 932.8K likes match the preview. But the preview's @cleaningwithida 2025-04 video (12.2M plays, 1.3M likes) is missing from a top-20 ranked by plays, even though it sits between ranks 7 and 8.", "timestamp": "2026-10-20T11:37:24.908Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor used hashtags:[\"cleantok\"] with resultsPerPage:100, which matches the input schema and lets the agent rank and trim to 20; get-dataset-items used a sensible fields projection.", "timestamp": "2026-10-20T11:37:24.874Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent picked clockworks/tiktok-hashtag-scraper, a sibling of the intended clockworks/tiktok-scraper; the rightActor check failed, and the only search was the narrow query 'TikTok hashtag', so the general scraper was never compared.", "timestamp": "2026-10-20T11:37:24.841Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:22:16.473Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-20T11:22:16.440Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:22:16.404Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-scraper\"", "timestamp": "2026-10-20T11:22:16.364Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-20T11:22:16.287Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "clockworks/tiktok-hashtag-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper" }, { "scenarioId": "tiktok-profile-scraper-usage-apifylife-latest-five", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:20:51.074Z", "day": "2026-10-20", "traceId": "ef48b88386c12ad80b457460280b714b", "observationId": "6c4409d7c2cce229", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ef48b88386c12ad80b457460280b714b?observation=6c4409d7c2cce229", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "use", "title": "tiktok-profile / use / apifylife-latest-five", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer gives the follower count of 193 and the 5 most recent videos with play counts from the actual output, and openly explains the pinned-post handling.", "timestamp": "2026-10-20T11:37:11.415Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer gives the follower count of 193 and the 5 most recent videos with play counts from the actual output, and openly explains the pinned-post handling.", "timestamp": "2026-10-20T11:37:11.377Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-20T11:37:11.339Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:37:11.306Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the only blemish is the extra second run (10 items total vs. expected at most 5), which was a deliberate and explained correction for pinned posts in the first get-dataset-items output.", "timestamp": "2026-10-20T11:37:11.272Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-20T11:37:11.216Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer gives the follower count of 193 and the 5 most recent videos with play counts from the actual output, and openly explains the pinned-post handling.", "timestamp": "2026-10-20T11:37:11.178Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The first run returned two pinned 2024 posts that crowded out recent videos, so the agent re-ran with excludePinnedPosts, a justified but extra run that left 10 items total (the items check failed), though a single run with excludePinnedPosts could have worked.", "timestamp": "2026-10-20T11:37:11.143Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table's follower count (193), play counts and dates all match the second dataset's items; the grounded check passed with all 15 numbers found in Actor output.", "timestamp": "2026-10-20T11:37:11.105Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Input had profiles:[\"apifylife\"], profileSorting:\"latest\", resultsPerPage:5, and the second run added excludePinnedPosts:true; all match the schema and the task (deterministic profileInput and cap checks passed).", "timestamp": "2026-10-20T11:37:11.070Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor on clockworks/tiktok-profile-scraper, and get-dataset-items, which is the right toolset for the task.", "timestamp": "2026-10-20T11:37:11.031Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:21:38.223Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-20T11:21:38.189Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 15 numbers found in Actor output", "timestamp": "2026-10-20T11:21:38.157Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-20T11:21:38.121Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 10 items, expected at most 5", "timestamp": "2026-10-20T11:21:38.085Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): resultsPerPage", "timestamp": "2026-10-20T11:21:38.056Z", "metadata": {} }, "check.profileInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): profiles[0]", "timestamp": "2026-10-20T11:21:38.017Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:21:37.983Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-20T11:21:37.947Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items" ], "judgeComment": "PASS: The final answer gives the follower count of 193 and the 5 most recent videos with play counts from the actual output, and openly explains the pinned-post handling." }, { "scenarioId": "tiktok-profile-scraper-discovery-apifylife-followers", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:20:54.065Z", "day": "2026-10-20", "traceId": "7168b5fd8338de1e150189ce4f7905b2", "observationId": "72ce25c2fd27ecdf", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7168b5fd8338de1e150189ce4f7905b2?observation=72ce25c2fd27ecdf", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "find", "title": "tiktok-profile / find / apifylife-followers", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used memo23/tiktok-scraper; expected clockworks/tiktok-profile-scraper", "timestamp": "2026-10-20T11:37:14.192Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used memo23/tiktok-scraper; expected clockworks/tiktok-profile-scraper", "timestamp": "2026-10-20T11:37:14.108Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "memo23/tiktok-scraper", "comment": "Actors the agent ran: memo23/tiktok-scraper", "timestamp": "2026-10-20T11:37:14.070Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-20T11:37:14.027Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-20T11:37:13.991Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used memo23/tiktok-scraper; expected clockworks/tiktok-profile-scraper", "timestamp": "2026-10-20T11:37:13.956Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-20T11:37:13.920Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer gives the follower count and 5 recent videos with engagement stats and links from retrieved data, and ends with the required 'Actor:' line, although the actor is not the expected one.", "timestamp": "2026-10-20T11:37:13.881Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 6 calls. It re-ran with a cap of 15 only because pinned 2024 videos had crowded the first 5-post result, which was a justified second run.", "timestamp": "2026-10-20T11:37:13.842Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table's dates, plays, likes and URLs match the second dataset's rows, and it reported 193 followers from the profile row while noting that some rows show 200; nothing was invented.", "timestamp": "2026-10-20T11:37:13.788Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The input {mode:'profile', input:['@apifylife'], includeVideos:true, maxVideosPerProfile:5 then 15} matches the schema it read from fetch-actor-details, and both runs SUCCEEDED.", "timestamp": "2026-10-20T11:37:13.747Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent ran a single store search with limit 5 and picked memo23/tiktok-scraper, a general multi-mode scraper, instead of the expected clockworks/tiktok-profile-scraper (rightActor FAIL), even though the task named a single profile handle.", "timestamp": "2026-10-20T11:37:13.716Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:21:57.356Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-20T11:21:57.322Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{2,}/", "timestamp": "2026-10-20T11:21:57.289Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:21:57.253Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-profile-scraper\"", "timestamp": "2026-10-20T11:21:57.210Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/tiktok-scraper; expected clockworks/tiktok-profile-scraper", "timestamp": "2026-10-20T11:21:57.126Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "memo23/tiktok-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used memo23/tiktok-scraper; expected clockworks/tiktok-profile-scraper" }, { "scenarioId": "tiktok-comments-scraper-usage-top-level-only", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:21:04.534Z", "day": "2026-10-20", "traceId": "148b2ad698fbdb825df505a3573a4524", "observationId": "32b613ac4d06da2e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/148b2ad698fbdb825df505a3573a4524?observation=32b613ac4d06da2e", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "use", "title": "tiktok-comments / use / top-level-only", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the 5 most-liked comments from 20 top-level comments, correctly sorted and grounded in the dataset, and noted the run and parameters used.", "timestamp": "2026-10-20T11:37:05.620Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the 5 most-liked comments from 20 top-level comments, correctly sorted and grounded in the dataset, and noted the run and parameters used.", "timestamp": "2026-10-20T11:37:05.586Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-20T11:37:05.550Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:37:05.501Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the run succeeded with 20 items and the final answer matches the dataset's top 5 by diggCount.", "timestamp": "2026-10-20T11:37:05.462Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-20T11:37:05.428Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the 5 most-liked comments from 20 top-level comments, correctly sorted and grounded in the dataset, and noted the run and parameters used.", "timestamp": "2026-10-20T11:37:05.384Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Three calls in a direct sequence (schema, run, fetch) with no repeats or wasted steps.", "timestamp": "2026-10-20T11:37:05.327Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The top 5 table matches the dataset diggCount values (351790, 187740, 34677, 24374, 21465) with the correct text and authors, and the grounded check passed.", "timestamp": "2026-10-20T11:37:05.290Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor input had postURLs with the exact video URL, commentsPerPost 20, topLevelCommentsPerPost 20, maxRepliesPerComment 0, and the deterministic input checks all passed.", "timestamp": "2026-10-20T11:37:05.256Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor with the named clockworks/tiktok-comments-scraper, and get-dataset-items, which is the right set of tools for this task.", "timestamp": "2026-10-20T11:37:05.216Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:21:37.285Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-20T11:21:37.241Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 16 numbers found in Actor output", "timestamp": "2026-10-20T11:21:37.204Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-20T11:21:37.164Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-20T11:21:37.127Z", "metadata": {} }, "check.noReplies": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxRepliesPerComment", "timestamp": "2026-10-20T11:21:37.088Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): commentsPerPost", "timestamp": "2026-10-20T11:21:37.054Z", "metadata": {} }, "check.videoUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): postURLs[0]", "timestamp": "2026-10-20T11:21:37.012Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:21:36.928Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-20T11:21:36.876Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported the 5 most-liked comments from 20 top-level comments, correctly sorted and grounded in the dataset, and noted the run and parameters used." }, { "scenarioId": "tiktok-comments-scraper-discovery-video-top-comments", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:21:17.074Z", "day": "2026-10-20", "traceId": "c729899ab5a124dc0e7470f92b860920", "observationId": "16ac07ab1cf259ba", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c729899ab5a124dc0e7470f92b860920?observation=16ac07ab1cf259ba", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "find", "title": "tiktok-comments / find / video-top-comments", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-20T11:37:07.695Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-20T11:37:07.602Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-comments-scraper", "timestamp": "2026-10-20T11:37:07.562Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-20T11:37:07.530Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-20T11:37:07.481Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The Actor returned correct data, including {\"text\":\"70.M on Bella Poarch\",\"diggCount\":369753}, but in the final answer the agent mis-sorted by diggCount and dropped the top comment. Ranking 100 unsorted items needs more careful reasoning.", "timestamp": "2026-10-20T11:37:07.411Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-20T11:37:07.375Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final list of the 5 most-liked comments is incorrect: it omits the 369,753-like comment from @dontfalowvhickmenstudio and includes a 115,930-like comment instead of the correct #5 (179,502 → 189,083 → 187,810 chain). The Actor line was correct, but the core deliverable is wrong.", "timestamp": "2026-10-20T11:37:07.344Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made four direct calls (search, fetch details, run, get items) with no repetition or detours.", "timestamp": "2026-10-20T11:37:07.302Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent used real data, but ranked it wrongly: the retrieved preview shows \"70.M on Bella Poarch\" with diggCount 369753, the highest, and the agent left it out. Its #1 (201,608) is actually #2, and its #5 (115,930) should not have made the top 5.", "timestamp": "2026-10-20T11:37:07.256Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor was given postURLs with the exact video URL, commentsPerPost=100 and maxRepliesPerComment=0, and get-dataset-items used sensible field projection (text, diggCount, uniqueId) with limit 100.", "timestamp": "2026-10-20T11:37:07.223Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched the store, picked clockworks/tiktok-comments-scraper (the official comments scraper) and then fetched its dataset, which matches the intended actor.", "timestamp": "2026-10-20T11:37:07.189Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:22:14.566Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-20T11:22:14.530Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-20T11:22:14.494Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:22:14.451Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-comments-scraper\"", "timestamp": "2026-10-20T11:22:14.410Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-20T11:22:14.330Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "indeed-scraper-usage-swe-skills", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:21:22.665Z", "day": "2026-10-20", "traceId": "4fa630e6c3af12822bb1f74fd5ecb87b", "observationId": "f19828ffcd395550", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4fa630e6c3af12822bb1f74fd5ecb87b?observation=f19828ffcd395550", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "use", "title": "indeed / use / swe-skills", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent pulled 20 postings with descriptions and reported ranked top skills grounded in those descriptions, with caveats on the keyword method, null postedAt and a fifth-place tie. Counting 'Testing' and 'Architecture' as skills is a weak choice, but the agent flagged it.", "timestamp": "2026-10-20T11:37:06.637Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent pulled 20 postings with descriptions and reported ranked top skills grounded in those descriptions, with caveats on the keyword method, null postedAt and a fifth-place tie. Counting 'Testing' and 'Architecture' as skills is a weak choice, but the agent flagged it.", "timestamp": "2026-10-20T11:37:06.595Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-20T11:37:06.550Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:37:06.508Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The 'cap' check failed only because the Actor's cap field is maxItemsPerSearch, not maxItems, and the agent set maxItemsPerSearch=20 correctly.", "timestamp": "2026-10-20T11:37:06.476Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-20T11:37:06.438Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent pulled 20 postings with descriptions and reported ranked top skills grounded in those descriptions, with caveats on the keyword method, null postedAt and a fifth-place tie. Counting 'Testing' and 'Architecture' as skills is a weak choice, but the agent flagged it.", "timestamp": "2026-10-20T11:37:06.386Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was direct: schema, run, fetch, count. The only waste was the failed Python attempt and one extra Bash call for the tie-break, followed by cleanup of the scratch script.", "timestamp": "2026-10-20T11:37:06.352Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first Bash script failed with 'python3: command not found'. The agent checked which interpreters were available and re-ran the same counts in Node.", "timestamp": "2026-10-20T11:37:06.311Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent counted keywords over the 20 retrieved descriptions with a Node script. Its reported figures (18, 13, 11, 10 and 25/75 mentions) match the script outputs, and it reported the 10-posting ties honestly with a mention-count tie-break.", "timestamp": "2026-10-20T11:37:06.275Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor used position='software engineer', country='US' and maxItemsPerSearch=20, which is the Actor's real cap field, and the run returned exactly 20 items. The harness 'cap' FAIL looks for a maxItems field that this Actor's schema does not have, so it is not an agent error.", "timestamp": "2026-10-20T11:37:06.233Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the Actor schema with fetch-actor-details, ran misceres/indeed-scraper via call-actor, fetched items with get-dataset-items, and used Read and Bash to tally skills, which suits a task where the Actor has no skills field.", "timestamp": "2026-10-20T11:37:06.195Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:22:55.668Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-20T11:22:55.631Z", "metadata": {} }, "check.descriptions": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-20T11:22:55.591Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-20T11:22:55.507Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): misceres/indeed-scraper: maxItems is missing (expected at most 20)", "timestamp": "2026-10-20T11:22:55.466Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:22:55.426Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used misceres/indeed-scraper", "timestamp": "2026-10-20T11:22:55.390Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-10-20T11:22:55.313Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "PASS: The agent pulled 20 postings with descriptions and reported ranked top skills grounded in those descriptions, with caveats on the keyword method, null postedAt and a fifth-place tie. Counting 'Testing' and 'Architecture' as skills is a weak choice, but the agent flagged it." }, { "scenarioId": "indeed-scraper-discovery-denver-marketing", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:21:37.323Z", "day": "2026-10-20", "traceId": "7be9c37be178e9dfc74310bba27b0b08", "observationId": "b32fd2fb755d4bde", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7be9c37be178e9dfc74310bba27b0b08?observation=b32fd2fb755d4bde", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "find", "title": "indeed / find / denver-marketing", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used valig/indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-20T11:36:58.624Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used valig/indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-20T11:36:58.531Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "valig/indeed-jobs-scraper", "comment": "Actors the agent ran: valig/indeed-jobs-scraper", "timestamp": "2026-10-20T11:36:58.492Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-20T11:36:58.453Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-20T11:36:58.411Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used valig/indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-20T11:36:58.376Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-20T11:36:58.337Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The user got 10 Denver-area Indeed postings with salary and company ratings grounded in retrieved data, plus caveats, and the reply ends with the 'Actor: valig/indeed-jobs-scraper' line; the deterministic rightActor check failed only because the expected actor was misceres, but the task itself was fulfilled.", "timestamp": "2026-10-20T11:36:58.298Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four tool calls with no repetition: search, fetch details, run, fetch items.", "timestamp": "2026-10-20T11:36:58.266Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table matches the dataset items (e.g. Ivy Living 1.8/20, $24-26/hr; Garney 3.7/134, $70-81k); annualized figures were computed correctly at 2080 hrs, and missing employer names were flagged as 'Not listed'.", "timestamp": "2026-10-20T11:36:58.227Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call used country us, title 'Marketing Coordinator', location 'Denver, CO', limit 10, all matching the fetched input schema; the get-dataset-items call requested the relevant fields with limit 10.", "timestamp": "2026-10-20T11:36:58.188Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched the Store, then used valig/indeed-jobs-scraper, a legitimate Indeed scraper that returns salary and employer ratings; it did not pick misceres/indeed-scraper, but the tool fits the task and the sequence search, details, call, get-items is sensible.", "timestamp": "2026-10-20T11:36:58.135Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:22:15.814Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-20T11:22:15.776Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:22:15.741Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"misceres/indeed-scraper\"", "timestamp": "2026-10-20T11:22:15.703Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used valig/indeed-jobs-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-20T11:22:15.666Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "valig/indeed-jobs-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used valig/indeed-jobs-scraper; expected misceres/indeed-scraper" }, { "scenarioId": "amazon-reviews-scraper-usage-helpful-thirty", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:21:38.259Z", "day": "2026-10-20", "traceId": "9864e92ca6350fd08ef649618c559349", "observationId": "c5e5e84dd615851c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9864e92ca6350fd08ef649618c559349?observation=c5e5e84dd615851c", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "use", "title": "amazon-reviews / use / helpful-thirty", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent delivered 3 complaints and 3 praises grounded in the retrieved reviews, and stated plainly that only 10 of the 30 requested reviews were available because of the plan limit. Coverage is thinner than asked, but the answer is honest and complete in structure.", "timestamp": "2026-10-20T11:37:03.466Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent delivered 3 complaints and 3 praises grounded in the retrieved reviews, and stated plainly that only 10 of the 30 requested reviews were available because of the plan limit. Coverage is thinner than asked, but the answer is honest and complete in structure.", "timestamp": "2026-10-20T11:37:03.430Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-20T11:37:03.345Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:37:03.296Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the only shortfall, 10 reviews instead of 30, came from the Actor's free-plan cap in the get-actor-run statusMessage, which the agent reported.", "timestamp": "2026-10-20T11:37:03.258Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-20T11:37:03.221Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered 3 complaints and 3 praises grounded in the retrieved reviews, and stated plainly that only 10 of the 30 requested reviews were available because of the plan limit. Coverage is thinner than asked, but the answer is honest and complete in structure.", "timestamp": "2026-10-20T11:37:03.182Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four calls with no repetition: read the schema, run, poll once, fetch the items.", "timestamp": "2026-10-20T11:37:03.142Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run returned only 10 items instead of 30, and the status message said more reviews need the Starter plan. The agent noticed this, did not retry pointlessly, and disclosed the limit and its effect on the counts.", "timestamp": "2026-10-20T11:37:03.085Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The summary reflects the returned reviews: the remote-area/not-true-GPS complaint, the quieter speaker than the 2nd generation, the holder and wallet bulk, easy setup, and precision finding all appear in the preview text. The review counts could not be fully checked against the truncated preview, but nothing contradicts the data.", "timestamp": "2026-10-20T11:37:03.053Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor received productUrls [{url: B0CWXNS552 link}], maxReviews 30, sort 'helpful', and filterByRatings ['allStars'], all matching the schema and the deterministic input checks.", "timestamp": "2026-10-20T11:37:03.016Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor on junglee/amazon-reviews-scraper, get-actor-run, then get-dataset-items, which is the right sequence for the named Actor.", "timestamp": "2026-10-20T11:37:02.979Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:22:49.993Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-20T11:22:49.951Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-20T11:22:49.905Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-20T11:22:49.864Z", "metadata": {} }, "check.sortHelpful": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): sort", "timestamp": "2026-10-20T11:22:49.824Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxReviews", "timestamp": "2026-10-20T11:22:49.785Z", "metadata": {} }, "check.productUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): productUrls[0].url", "timestamp": "2026-10-20T11:22:49.743Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:22:49.706Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-20T11:22:49.667Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent delivered 3 complaints and 3 praises grounded in the retrieved reviews, and stated plainly that only 10 of the 30 requested reviews were available because of the plan limit. Coverage is thinner than asked, but the answer is honest and complete in structure." }, { "scenarioId": "amazon-reviews-scraper-discovery-product-complaints", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:21:57.393Z", "day": "2026-10-20", "traceId": "0e0e4c47ffb56065dd7292594293eac0", "observationId": "ee8f4a8fc34e0dce", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0e0e4c47ffb56065dd7292594293eac0?observation=ee8f4a8fc34e0dce", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "find", "title": "amazon-reviews / find / product-complaints", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent gave grouped praises and complaints grounded in the retrieved reviews and ended with the Actor line. It disclosed that only 10 of the 30 requested reviews were available because of the plan cap, which is outside its control.", "timestamp": "2026-10-20T11:37:01.079Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent gave grouped praises and complaints grounded in the retrieved reviews and ended with the Actor line. It disclosed that only 10 of the 30 requested reviews were available because of the plan cap, which is outside its control.", "timestamp": "2026-10-20T11:37:01.036Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: junglee/amazon-reviews-scraper", "timestamp": "2026-10-20T11:37:00.960Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-20T11:37:00.923Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:37:00.886Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the 10-review shortfall came from the free-tier cap in the run's statusMessage and was reported honestly.", "timestamp": "2026-10-20T11:37:00.848Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-20T11:37:00.813Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent gave grouped praises and complaints grounded in the retrieved reviews and ended with the Actor line. It disclosed that only 10 of the 30 requested reviews were available because of the plan cap, which is outside its control.", "timestamp": "2026-10-20T11:37:00.764Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four tool calls (search, details, run, fetch) with no repetition or wasted steps.", "timestamp": "2026-10-20T11:37:00.693Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run returned only 10 items because of a free-plan cap, shown in statusMessage. The agent noticed this, told the user plainly, and caveated that the themes are directional.", "timestamp": "2026-10-20T11:37:00.658Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The summary draws on the scraped reviews (e.g. precision finding, the northern Michigan camping and pets complaint, the quiet speaker versus the 2nd generation, easy setup). Some details such as the 4.8 average and the passport anecdote sit in the truncated part of the preview, so they cannot be shown to be invented.", "timestamp": "2026-10-20T11:37:00.619Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor used productUrls=[{url:.../dp/B0CWXNS552}], maxReviews=30, sort='helpful', filterByRatings=['allStars'], all matching the schema; get-dataset-items used the right datasetId and relevant fields.", "timestamp": "2026-10-20T11:37:00.583Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched the store, picked junglee/amazon-reviews-scraper (the single-product review scraper), checked its schema, ran it, and fetched the dataset items.", "timestamp": "2026-10-20T11:37:00.544Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:22:48.699Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-20T11:22:48.662Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:22:48.625Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-reviews-scraper\"", "timestamp": "2026-10-20T11:22:48.586Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-20T11:22:48.545Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent gave grouped praises and complaints grounded in the retrieved reviews and ended with the Actor line. It disclosed that only 10 of the 30 requested reviews were available because of the plan cap, which is outside its control." }, { "scenarioId": "amazon-crawler-usage-earbuds-search-url", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:22:14.601Z", "day": "2026-10-20", "traceId": "8a2747d9c1e9073d7d6a5c6d5d1d6bc3", "observationId": "b3af4ea6d56eb0c8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8a2747d9c1e9073d7d6a5c6d5d1d6bc3?observation=b3af4ea6d56eb0c8", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "use", "title": "amazon / use / earbuds-search-url", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent listed 10 products in order with price and rating as scraped, honestly flagged the missing price on #2 and missing rating on #3, and the run succeeded with 10 items; the null price is a scraper data gap, not an agent error.", "timestamp": "2026-10-20T11:36:53.317Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent listed 10 products in order with price and rating as scraped, honestly flagged the missing price on #2 and missing rating on #3, and the run succeeded with 10 items; the null price is a scraper data gap, not an agent error.", "timestamp": "2026-10-20T11:36:53.281Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-20T11:36:53.247Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:36:53.214Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The get-dataset-items result shows position 2 with price:null and position 3 with stars:null and reviewsCount:null, which caused the 'field' check failure. The Actor returns incomplete price/rating fields for some search results.", "timestamp": "2026-10-20T11:36:53.164Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-20T11:36:53.128Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent listed 10 products in order with price and rating as scraped, honestly flagged the missing price on #2 and missing rating on #3, and the run succeeded with 10 items; the null price is a scraper data gap, not an agent error.", "timestamp": "2026-10-20T11:36:53.095Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Three tool calls (schema, run, fetch) with no repetition, which is a direct path.", "timestamp": "2026-10-20T11:36:53.059Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "call-actor showed itemCount 0 but the summary said counts can lag; the agent fetched the dataset anyway and got all 10 items.", "timestamp": "2026-10-20T11:36:53.027Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table matches the dataset items (prices, stars, reviewsCount, ASINs). The agent reported null price for #2 and null rating for #3 as 'not returned' instead of inventing values.", "timestamp": "2026-10-20T11:36:52.988Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Input used categoryOrProductUrls[0].url with the exact search URL and maxItemsPerStartUrl=10, which the deterministic checks passed; maxSearchPagesPerStartUrl=1 is sensible, though scrapeProductDetails=false was not verified against the schema preview.", "timestamp": "2026-10-20T11:36:52.954Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the Actor schema with fetch-actor-details, ran junglee/amazon-crawler with call-actor, and fetched results with get-dataset-items, which is the right tool chain.", "timestamp": "2026-10-20T11:36:52.917Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:22:42.751Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-20T11:22:42.713Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-20T11:22:42.676Z", "metadata": {} }, "check.field": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 1 of 10 items fail price exists undefined", "timestamp": "2026-10-20T11:22:42.633Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-20T11:22:42.549Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxItemsPerStartUrl", "timestamp": "2026-10-20T11:22:42.514Z", "metadata": {} }, "check.searchUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): categoryOrProductUrls[0].url", "timestamp": "2026-10-20T11:22:42.462Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:22:42.422Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-crawler", "timestamp": "2026-10-20T11:22:42.323Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "field" ], "judgeComment": "PASS: The agent listed 10 products in order with price and rating as scraped, honestly flagged the missing price on #2 and missing rating on #3, and the run succeeded with 10 items; the null price is a scraper data gap, not an agent error." }, { "scenarioId": "amazon-crawler-discovery-wireless-earbuds", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:22:15.847Z", "day": "2026-10-20", "traceId": "2fbe5879a094901045a21595ff49da34", "observationId": "941070b4877b6a20", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2fbe5879a094901045a21595ff49da34?observation=941070b4877b6a20", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "find", "title": "amazon / find / wireless-earbuds", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-20T11:36:52.023Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-20T11:36:51.925Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: junglee/Amazon-crawler", "timestamp": "2026-10-20T11:36:51.897Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-20T11:36:51.858Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-20T11:36:51.807Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The Actor worked (10 items, SUCCEEDED), but the agent capped maxItemsPerStartUrl at 10 with no buffer, so the duplicate TOZO A1 (#1 and #4) left only 9 distinct products, and it said 'I did not rerun the scrape to fill the gap'. It also used a search sort rather than the Best Sellers page.", "timestamp": "2026-10-20T11:36:51.774Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-20T11:36:51.740Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The answer gives 10 rows with prices and ratings from real data and names the Actor, but it is a search popularity order rather than a best-sellers list, one row duplicates another (9 distinct products), and two rows lack a price or rating. The agent flagged these gaps but chose not to rerun with a higher cap, so the 'top 10' is incomplete.", "timestamp": "2026-10-20T11:36:51.705Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four tool calls in a direct sequence (search, details, run, fetch) with no repeated or wasted calls.", "timestamp": "2026-10-20T11:36:51.670Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table matches the dataset preview values (e.g. TOZO A1 $13.96, 4.3, 118,332; #2 has no price; #3 has no rating), with missing values reported as 'Not returned' instead of invented.", "timestamp": "2026-10-20T11:36:51.590Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Input used a valid search URL (s?k=wireless+earbuds&s=exact-aware-popularity-rank), maxItemsPerStartUrl=10 and maxSearchPagesPerStartUrl=1, matching the schema; the run SUCCEEDED with 10 items. Since sponsored items and duplicates were not filtered and the cap was exactly 10, the result had only 9 distinct products, but the arguments were well-formed.", "timestamp": "2026-10-20T11:36:51.551Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched the store, read the details of junglee/Amazon-crawler, then used call-actor and get-dataset-items, which is the expected tool chain and the intended Actor.", "timestamp": "2026-10-20T11:36:51.515Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:22:46.713Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-20T11:22:46.681Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-20T11:22:46.643Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:22:46.603Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-crawler\"", "timestamp": "2026-10-20T11:22:46.564Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/Amazon-crawler", "timestamp": "2026-10-20T11:22:46.525Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:22:16.508Z", "day": "2026-10-20", "traceId": "5c70fbc266af8d53e2f7a3b0b7f95c67", "observationId": "2e4674759341e056", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5c70fbc266af8d53e2f7a3b0b7f95c67?observation=2e4674759341e056", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-20T11:36:51.823Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-20T11:36:51.747Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-20T11:36:51.711Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-20T11:36:51.672Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The agent read the schema, where includeUrlGlobs is the stated way to override the default same-path behaviour. It still sent includeUrlGlobs: [] in call-actor, and it used saveHtmlAsFile instead of saveHtml. After seeing off-scope results, it gave up on rerunning with proper globs and concluded that /platform pages do not exist.", "timestamp": "2026-10-20T11:36:51.640Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-20T11:36:51.602Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 4 pages after hand-filtering, not a real 10-page platform-scoped crawl. It did not save the clean text to disk, and its HTML files are the transformed output, not the full HTML. It also asked the user for a decision instead of finishing the task.", "timestamp": "2026-10-20T11:36:51.568Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent skipped the obvious fix of rerunning with proper include globs. It spent extra calls on a WebFetch that gave no useful data and on a failed curl, and it ended with unresolved scope.", "timestamp": "2026-10-20T11:36:51.536Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The agent noticed the 403 on the private dataset and switched to get-dataset-items. It diagnosed the scope problem but did not rerun with includeUrlGlobs such as https://docs.apify.com/platform/**. It reached for a guessed in-scope set instead of fixing the input.", "timestamp": "2026-10-20T11:36:51.487Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent inspected the returned URLs and correctly noticed that the crawl went out of scope. Its page counts and file paths match the tool outputs. However, it relied on a WebFetch result to claim that no /platform/ pages exist, and that claim is unsupported. It also treated pages labelled 'Platform' as the in-scope set.", "timestamp": "2026-10-20T11:36:51.449Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent passed includeUrlGlobs=[] and said the start URL would limit the crawl, though its own fetched schema described the globs as the way to scope it. It also used saveHtmlAsFile instead of saveHtml, so deterministic checks sectionFilter and saveHtml both FAIL. It then got 5 of 10 pages outside the platform section.", "timestamp": "2026-10-20T11:36:51.414Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used apify/website-content-crawler as instructed, with fetch-actor-details, call-actor, get-actor-run and get-dataset-items, which fit the task. The WebFetch and Bash calls were reasonable follow-ups.", "timestamp": "2026-10-20T11:36:51.373Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:25:14.241Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-20T11:25:14.199Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-20T11:25:14.159Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml is missing (expected true)", "timestamp": "2026-10-20T11:25:14.125Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs = [] (expected to be set)", "timestamp": "2026-10-20T11:25:14.081Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawlPages", "timestamp": "2026-10-20T11:25:14.043Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-20T11:25:14.006Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:25:13.965Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-20T11:25:13.911Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "saveHtml", "sectionFilter" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:22:42.786Z", "day": "2026-10-20", "traceId": "1e0c92a038cba846a9eae31e91eef601", "observationId": "4ba65fd705d1acb9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1e0c92a038cba846a9eae31e91eef601?observation=4ba65fd705d1acb9", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer reports 20 pages, lists five real titles from the dataset, notes that the set is partial, and ends with the exact line 'Actor: apify/website-content-crawler'.", "timestamp": "2026-10-20T11:36:49.878Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer reports 20 pages, lists five real titles from the dataset, notes that the set is partial, and ends with the exact line 'Actor: apify/website-content-crawler'.", "timestamp": "2026-10-20T11:36:49.830Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/website-content-crawler", "timestamp": "2026-10-20T11:36:49.790Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-20T11:36:49.752Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:36:49.717Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All applicable dimensions passed: the right Actor ran successfully with correct input (run BqFrcpG3KuLo9rXXh, 20 items), and the answer was grounded in the retrieved data.", "timestamp": "2026-10-20T11:36:49.682Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-20T11:36:49.645Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports 20 pages, lists five real titles from the dataset, notes that the set is partial, and ends with the exact line 'Actor: apify/website-content-crawler'.", "timestamp": "2026-10-20T11:36:49.609Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 9 calls: search, fetch details, run, four get-actor-run polls while the crawl was still RUNNING, and two dataset reads, one to list titles and one to spot-check markdown. None were redundant.", "timestamp": "2026-10-20T11:36:49.576Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The reported count of 20 and the five titles (Apify Academy, Emails to Actor users, Anti-scraping mitigation, Basics of crawling, Creating Actors) match the get-dataset-items output, with the ' | Academy | Apify Documentation' suffix trimmed. The '137 discovered' figure comes from the run status message, and the anchor-artifact remark comes from the fetched markdown.", "timestamp": "2026-10-20T11:36:49.538Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input set startUrls to https://docs.apify.com/academy, maxCrawlPages and maxResults to 20, saveMarkdown to true, and a valid crawlerType and proxyConfiguration; the harness input checks for startUrl and pageCap both passed.", "timestamp": "2026-10-20T11:36:49.499Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched the store, read the details for apify/website-content-crawler (an LLM-ready text/Markdown crawler, not Cheerio or Web Scraper), ran it, polled the run, and fetched the dataset items.", "timestamp": "2026-10-20T11:36:49.454Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:26:19.010Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-20T11:26:18.971Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawlPages", "timestamp": "2026-10-20T11:26:18.926Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-20T11:26:18.896Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:26:18.820Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/website-content-crawler\"", "timestamp": "2026-10-20T11:26:18.785Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-20T11:26:18.706Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer reports 20 pages, lists five real titles from the dataset, notes that the set is partial, and ends with the exact line 'Actor: apify/website-content-crawler'." }, { "scenarioId": "web-scraper-usage-coinmarketcap-top-ten", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:22:46.748Z", "day": "2026-10-20", "traceId": "5f932e30d319af185dfe1866d9d318ae", "observationId": "75242f0d32838b06", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5f932e30d319af185dfe1866d9d318ae?observation=75242f0d32838b06", "subject": "apify/web-scraper", "owner": "universe", "skill": "use", "title": "web / use / coinmarketcap-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-20T11:36:45.225Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-20T11:36:45.082Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-20T11:36:45.047Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-20T11:36:45.016Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-20T11:36:44.840Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-20T11:36:44.800Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer lists 10 real names and prices from the scraped dataset, uses one page, and states the snapshot caveat, which fulfils the task.", "timestamp": "2026-10-20T11:36:44.764Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 3 Actor runs where at most 2 were expected (ranOk FAIL). The first failed on an avoidable API misuse. The third was needed only because slice(0,10) included the non-crypto index row and cut off rank 10, which it could have anticipated.", "timestamp": "2026-10-20T11:36:44.730Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "After run 1 reported 'context.waitForSelector is not a function', the agent read the dataset error, diagnosed it, and replaced the call with an in-page polling loop. Run 2 succeeded.", "timestamp": "2026-10-20T11:36:44.689Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table matches the rows in the last dataset (Bitcoin $81,362.95 through Zcash $1,147.40). It correctly skipped the CMC20 index row and disclosed the price drift from the first run.", "timestamp": "2026-10-20T11:36:44.656Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Run 1 used context.waitForSelector, which web-scraper does not provide, so it failed. The later inputs were sensible: start URL set, maxPagesPerCrawl 1, depth 0, and a page function that extracts table rows.", "timestamp": "2026-10-20T11:36:44.607Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the input schema with fetch-actor-details, then used call-actor on apify/web-scraper as the task required, and polled with get-actor-run and get-dataset-items.", "timestamp": "2026-10-20T11:36:44.571Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:25:59.119Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-20T11:25:59.076Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\$\\s?\\d[\\d,]*\\.\\d{2}/", "timestamp": "2026-10-20T11:25:59.040Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 items ok", "timestamp": "2026-10-20T11:25:59.002Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 3 run(s): maxPagesPerCrawl", "timestamp": "2026-10-20T11:25:58.969Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): pageFunction", "timestamp": "2026-10-20T11:25:58.930Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): startUrls[0].url", "timestamp": "2026-10-20T11:25:58.893Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-20T11:25:58.810Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-10-20T11:25:58.715Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2" }, { "scenarioId": "web-scraper-discovery-waterstones-headless", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:22:48.743Z", "day": "2026-10-20", "traceId": "f5fa8da83a4687624614db13dcdda141", "observationId": "5f00b2527ef1f34e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f5fa8da83a4687624614db13dcdda141?observation=5f00b2527ef1f34e", "subject": "apify/web-scraper", "owner": "universe", "skill": "find", "title": "web / find / waterstones-headless", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent delivered 10 real product names and prices from the first category page using a real browser, noted caveats, and ended with the exact 'Actor: apify/web-scraper' line.", "timestamp": "2026-10-20T11:36:44.305Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent delivered 10 real product names and prices from the first category page using a real browser, noted caveats, and ended with the exact 'Actor: apify/web-scraper' line.", "timestamp": "2026-10-20T11:36:44.269Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/web-scraper", "timestamp": "2026-10-20T11:36:44.231Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-20T11:36:44.190Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:36:44.154Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "readme-docs", "comment": "The second run failed with \"Cannot read properties of undefined (reading 'waitForSelector')\" because the agent assumed web-scraper exposes a Puppeteer `page` object; the Actor docs/schema should make clearer that the pageFunction context only offers jQuery/DOM (Puppeteer access belongs to puppeteer-scraper) and that sites like Waterstones need residential proxies.", "timestamp": "2026-10-20T11:36:44.116Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-20T11:36:44.078Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered 10 real product names and prices from the first category page using a real browser, noted caveats, and ended with the exact 'Actor: apify/web-scraper' line.", "timestamp": "2026-10-20T11:36:44.038Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "Three actor runs were needed because the agent wrote a Puppeteer-style pageFunction using `page` despite having read the schema, wasting one run; the 403 retry was a necessary diagnosis, but the second run could have been avoided if both fixes had been applied together.", "timestamp": "2026-10-20T11:36:43.994Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent inspected the dataset to find the 403, switched to the residential proxy, then diagnosed the `page` undefined TypeError and rewrote the function with jQuery, which yielded 10 items.", "timestamp": "2026-10-20T11:36:43.955Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table of 10 titles and prices matches the get-dataset-items output exactly, and the agent honestly caveated that the price selection was unverified against the live page.", "timestamp": "2026-10-20T11:36:43.916Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The final run's input was sensible (start URL, maxPagesPerCrawl 1, jQuery injected, residential proxy, jQuery-based pageFunction), but the first two runs had flaws: datacenter proxy that got a 403, and a pageFunction using `page`, which web-scraper doesn't expose. The first-run input also included some fields that appear not to be in the schema (e.g. maxResultsPerCrawl).", "timestamp": "2026-10-20T11:36:43.871Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "After Waterstones search returned nothing, the agent chose apify/web-scraper, the browser-based scraper with a custom page function, and used fetch-actor-details, call-actor and get-dataset-items appropriately.", "timestamp": "2026-10-20T11:36:43.825Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:24:24.791Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-20T11:24:24.756Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 3 run(s): maxPagesPerCrawl", "timestamp": "2026-10-20T11:24:24.717Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): pageFunction", "timestamp": "2026-10-20T11:24:24.653Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 3 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:24:24.516Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/web-scraper\"", "timestamp": "2026-10-20T11:24:24.482Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-10-20T11:24:24.392Z", "metadata": {} } }, "verdict": "pass", "fixArea": "readme-docs", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent delivered 10 real product names and prices from the first category page using a real browser, noted caveats, and ended with the exact 'Actor: apify/web-scraper' line." }, { "scenarioId": "rag-web-browser-usage-sf-startups-markdown", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:22:50.028Z", "day": "2026-10-20", "traceId": "4f3b26f00e663d6c47947c0dad25e7c9", "observationId": "c07d363cf71bef10", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4f3b26f00e663d6c47947c0dad25e7c9?observation=c07d363cf71bef10", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "use", "title": "rag-web-browser / use / sf-startups-markdown", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer gives five Markdown-formatted results in Google rank order, each with a URL and a two-bullet summary grounded in the scraped data, and it honestly notes where the content was weak.", "timestamp": "2026-10-20T11:36:47.559Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer gives five Markdown-formatted results in Google rank order, each with a URL and a two-bullet summary grounded in the scraped data, and it honestly notes where the content was weak.", "timestamp": "2026-10-20T11:36:47.524Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-20T11:36:47.490Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:36:47.451Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the run SUCCEEDED with 5 items and the answer gives five URLs with two-line summaries grounded in the dataset. The only friction was the oversized dataset response and the Google redirect values in searchResult.url, which the agent handled.", "timestamp": "2026-10-20T11:36:47.416Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-20T11:36:47.376Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer gives five Markdown-formatted results in Google rank order, each with a URL and a two-bullet summary grounded in the scraped data, and it honestly notes where the content was weak.", "timestamp": "2026-10-20T11:36:47.338Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was direct: one details call, one run, one dataset fetch, then a few jq iterations. The extra Bash calls were needed to fix the null fields and the redirect URLs, and the link-stripping regex was slightly sloppy, leaving \\1 artifacts.", "timestamp": "2026-10-20T11:36:47.304Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "get-dataset-items failed because the output exceeded the token limit, and the agent switched to jq on the saved file. When the dotted field paths returned null, it inspected the keys and re-indexed them as literal strings, and when it saw that searchResult.url held Google redirect links it switched to metadata.url.", "timestamp": "2026-10-20T11:36:47.260Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The summaries and URLs come from the dataset (metadata.url, titles, snippets, markdown), for example the 2,539 YC startups, the 1,259 startups on topstartups.io, and the Anthropic snippet. The agent also admitted where the extracted text was unusable (FI 50, LinkedIn) rather than inventing content.", "timestamp": "2026-10-20T11:36:47.220Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor was given query 'fastest growing startups in San Francisco 2026', maxResults 5 and outputFormats ['markdown'], which matches the schema and the task; the harness confirms query and cap checks passed.", "timestamp": "2026-10-20T11:36:47.183Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the Actor schema with fetch-actor-details, ran apify/rag-web-browser via call-actor, then fetched the dataset and used jq on the saved file to get past the size limit.", "timestamp": "2026-10-20T11:36:47.146Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:23:44.925Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-20T11:23:44.888Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-10-20T11:23:44.832Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-20T11:23:44.799Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-20T11:23:44.757Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): query", "timestamp": "2026-10-20T11:23:44.720Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:23:44.679Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/rag-web-browser", "timestamp": "2026-10-20T11:23:44.646Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer gives five Markdown-formatted results in Google rank order, each with a URL and a two-bullet summary grounded in the scraped data, and it honestly notes where the content was weak." }, { "scenarioId": "rag-web-browser-discovery-web-search-with-sources", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:22:55.706Z", "day": "2026-10-20", "traceId": "f98f624008f897ea979d04cdbdd5a045", "observationId": "ddfc9a330438f2ed", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f98f624008f897ea979d04cdbdd5a045?observation=ddfc9a330438f2ed", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "find", "title": "rag-web-browser / find / web-search-with-sources", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check query: no Actor run with a recorded input", "timestamp": "2026-10-20T11:36:40.397Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check query: no Actor run with a recorded input", "timestamp": "2026-10-20T11:36:40.298Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "the agent ran no Actor", "timestamp": "2026-10-20T11:36:40.255Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-20T11:36:40.218Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:36:40.174Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "check query: no Actor run with a recorded input", "timestamp": "2026-10-20T11:36:40.141Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "2 tool calls valid", "timestamp": "2026-10-20T11:36:40.092Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent gave a top 5 with quotes and source URLs, but it ended with 'Actor: none' rather than the Actor used, and the ranOk check failed with 0 Actor runs, so the Apify-based requirement was not met.", "timestamp": "2026-10-20T11:36:40.053Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path of one search, three fetches, and one search-actors plus one fetch-actor-details was fairly direct, but it skipped the final step of running the Actor it had identified as the right tool, and the first search-actors call was a mediocre query.", "timestamp": "2026-10-20T11:36:39.992Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer's figures match the WebFetch outputs exactly (Far Out nominal top 5, 007james and Screen Rant adjusted lists), and nothing was invented.", "timestamp": "2026-10-20T11:36:39.952Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The WebSearch query and WebFetch URLs and prompts were sensible, but no Actor run was made, so there is no Actor input (the 'query' check failed: no run with a recorded input).", "timestamp": "2026-10-20T11:36:39.907Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent found and inspected apify/rag-web-browser via fetch-actor-details, then never ran it and used the built-in WebSearch and WebFetch tools instead, so it did not use the Actor the task was designed around.", "timestamp": "2026-10-20T11:36:39.861Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:23:43.891Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: query", "timestamp": "2026-10-20T11:23:43.857Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-10-20T11:23:43.820Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-20T11:23:43.758Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-20T11:23:43.722Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/rag-web-browser\"", "timestamp": "2026-10-20T11:23:43.639Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/rag-web-browser", "timestamp": "2026-10-20T11:23:43.544Z", "metadata": {} } }, "verdict": "fail", "fixArea": "input-schema", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "query", "ranOk" ], "judgeComment": "FAIL: check query: no Actor run with a recorded input" }, { "scenarioId": "cheerio-scraper-usage-foyles-manga-two-hops", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:23:43.929Z", "day": "2026-10-20", "traceId": "40e3f166d300b42420672967f310c200", "observationId": "722a7fd081e0fdde", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/40e3f166d300b42420672967f310c200?observation=722a7fd081e0fdde", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "use", "title": "cheerio / use / foyles-manga-two-hops", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-20T11:36:38.973Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-20T11:36:38.852Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-20T11:36:38.812Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-20T11:36:38.724Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "The run reported SUCCEEDED with 'Total 1 requests: 0 succeeded, 1 failed' and 0 items, and the only signal was a 403 error item in the dataset (#debug.errorMessages) with no guidance toward a proxy-group change; clearer, actionable block messaging would let the agent recover itself.", "timestamp": "2026-10-20T11:36:38.686Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-20T11:36:38.646Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No books were retrieved (0 items, 403 on the start page), so the user did not receive the 5 {title, price} objects they asked for.", "timestamp": "2026-10-20T11:36:38.604Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Three calls (schema, run, dataset check) with no repetition or wasted steps.", "timestamp": "2026-10-20T11:36:38.564Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "After the 403 the agent diagnosed it and offered options, but it did not try the obvious fix of a different proxy group or a retry; it stopped to ask instead, even though residential proxies are a standard, legitimate config change for the task.", "timestamp": "2026-10-20T11:36:38.519Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the dataset's error item, correctly reported the 403 blocks and the run and dataset IDs, and invented no books.", "timestamp": "2026-10-20T11:36:38.472Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The input had startUrls, maxCrawlingDepth 2, maxPagesPerCrawl 20 and a pageFunction that returns {title, price}, and the deterministic checks on these all PASS; an empty linkSelector with enqueueLinks({urls}) in the page function is a reasonable design.", "timestamp": "2026-10-20T11:36:38.433Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the input schema with fetch-actor-details, ran apify/cheerio-scraper as the prompt asked, and checked the dataset with get-dataset-items.", "timestamp": "2026-10-20T11:36:38.387Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:24:38.550Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-20T11:24:38.510Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 items, expected at least 1", "timestamp": "2026-10-20T11:24:38.471Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerCrawl", "timestamp": "2026-10-20T11:24:38.430Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawlingDepth", "timestamp": "2026-10-20T11:24:38.380Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): pageFunction", "timestamp": "2026-10-20T11:24:38.329Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-20T11:24:38.290Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:24:38.172Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/cheerio-scraper", "timestamp": "2026-10-20T11:24:38.071Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "cheerio-scraper-discovery-ikea-static-catalog", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:23:44.960Z", "day": "2026-10-20", "traceId": "d56fc8cb6fbe6564fb5fba8327427b67", "observationId": "b87a220d0894bac4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d56fc8cb6fbe6564fb5fba8327427b67?observation=b87a220d0894bac4", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "find", "title": "cheerio / find / ikea-static-catalog", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-20T11:36:36.981Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-20T11:36:36.841Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "pintostudio/ikea-products-bycategory", "comment": "Actors the agent ran: pintostudio/ikea-products-bycategory", "timestamp": "2026-10-20T11:36:36.799Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-20T11:36:36.756Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:36:36.720Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-20T11:36:36.684Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-20T11:36:36.648Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The user wanted a lightweight Cheerio-style extraction of server-rendered HTML and 10 results; the agent used an API-based third-party Actor, returned 9 products rather than 10, and admitted it isn't HTML extraction; the final Actor line names the wrong Actor.", "timestamp": "2026-10-20T11:36:36.616Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was fairly direct: search, details, run, then a few jq probes; but the agent never searched for a generic Cheerio scraper and the final answer shows only 9 products.", "timestamp": "2026-10-20T11:36:36.539Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The dataset reported 0 items and the get-dataset-items and KV record calls both exceeded token limits; the agent recovered via jq on the saved file and a fixed jq index error to extract the data.", "timestamp": "2026-10-20T11:36:36.506Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the saved KV output with jq and reported real product names and GBP prices (STORKLINTA £139, MALM £39, etc.) that match the tool output; nothing was invented.", "timestamp": "2026-10-20T11:36:36.468Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The input was valid for the chosen Actor (categoryUrl, page 1, perPage 10, en_GB), but no pageFunction or page cap was set (pageFunction and maxPagesPerCrawl checks failed) because the wrong Actor was used.", "timestamp": "2026-10-20T11:36:36.433Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent ran pintostudio/ikea-products-bycategory, which reads IKEA's catalog API; the user asked for a lightweight HTML extractor, and the expected apify/cheerio-scraper was never searched for or considered (the search was only 'IKEA products').", "timestamp": "2026-10-20T11:36:36.387Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:24:39.954Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-10-20T11:24:39.888Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): pintostudio/ikea-products-bycategory: maxPagesPerCrawl is missing (expected at most 5)", "timestamp": "2026-10-20T11:24:39.852Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: pintostudio/ikea-products-bycategory: pageFunction is missing (expected to be set)", "timestamp": "2026-10-20T11:24:39.807Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:24:39.772Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/cheerio-scraper\"", "timestamp": "2026-10-20T11:24:39.725Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-20T11:24:39.685Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "pintostudio/ikea-products-bycategory", "infraOk": true, "failedChecks": [ "pageCap", "pageFunction", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper" }, { "scenarioId": "ai-web-scraper-usage-apify-store-first-page", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:24:24.826Z", "day": "2026-10-20", "traceId": "fa10c06811b20cbba7e38e988e1d2e70", "observationId": "7803fa3cb66b934e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/fa10c06811b20cbba7e38e988e1d2e70?observation=7803fa3cb66b934e", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "use", "title": "ai-web / use / apify-store-first-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer is a table of 36 Actors with name, description, rating and users from the single-page run, with a note on the single-page mode and an AI-extraction caveat. The descriptions are shortened, but that was disclosed and the fields were delivered.", "timestamp": "2026-10-20T11:36:36.701Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer is a table of 36 Actors with name, description, rating and users from the single-page run, with a note on the single-page mode and an AI-extraction caveat. The descriptions are shortened, but that was disclosed and the fields were delivered.", "timestamp": "2026-10-20T11:36:36.628Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-20T11:36:36.593Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:36:36.549Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All applicable dimensions passed: the run succeeded in single-page mode and the table is drawn from the dataset item returned by get-dataset-items.", "timestamp": "2026-10-20T11:36:36.510Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-20T11:36:36.474Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer is a table of 36 Actors with name, description, rating and users from the single-page run, with a note on the single-page mode and an AI-extraction caveat. The descriptions are shortened, but that was disclosed and the fields were delivered.", "timestamp": "2026-10-20T11:36:36.425Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four tool calls with no repetition: schema check, run, poll, fetch items.", "timestamp": "2026-10-20T11:36:36.369Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The table's rows match the dataset item's data array (e.g. TikTok Scraper 4.7/348K, null ratings shown as 'No rating'), and the preview was truncated at row 23, so later rows cannot be called invented. Descriptions were condensed, and the agent said so.", "timestamp": "2026-10-20T11:36:36.309Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor was given startUrls=[https://apify.com/store], extractionMode=\"single\", a prompt naming name, description, rating and users, maxPagesToVisit=1 and maxCrawlDepth=0, which keeps the run to one page; the harness checks for start URL, prompt and one-page limits all passed.", "timestamp": "2026-10-20T11:36:36.267Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used the requested apify/ai-web-scraper, first checking its schema with fetch-actor-details, then call-actor, get-actor-run and get-dataset-items, which is the right sequence.", "timestamp": "2026-10-20T11:36:36.223Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:25:46.701Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-20T11:25:46.652Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-20T11:25:46.618Z", "metadata": {} }, "check.onePage": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesToVisit", "timestamp": "2026-10-20T11:25:46.572Z", "metadata": {} }, "check.promptGiven": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): prompt", "timestamp": "2026-10-20T11:25:46.530Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-20T11:25:46.489Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:25:46.413Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-10-20T11:25:46.360Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer is a table of 36 Actors with name, description, rating and users from the single-page run, with a note on the single-page mode and an AI-extraction caveat. The descriptions are shortened, but that was disclosed and the fields were delivered." }, { "scenarioId": "ai-web-scraper-discovery-climate-articles-three-sites", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:24:38.585Z", "day": "2026-10-20", "traceId": "99efb80a98949cb42a87b857e55a00ae", "observationId": "c782b5305b58ebdd", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/99efb80a98949cb42a87b857e55a00ae?observation=c782b5305b58ebdd", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "find", "title": "ai-web / find / climate-articles-three-sites", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used automation-lab/news-article-extractor, moving_beacon-owner1/my-actor-62; expected apify/ai-web-scraper", "timestamp": "2026-10-20T11:36:35.007Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used automation-lab/news-article-extractor, moving_beacon-owner1/my-actor-62; expected apify/ai-web-scraper", "timestamp": "2026-10-20T11:36:34.915Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "automation-lab/news-article-extractor", "comment": "Actors the agent ran: automation-lab/news-article-extractor, moving_beacon-owner1/my-actor-62", "timestamp": "2026-10-20T11:36:34.849Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-20T11:36:34.809Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:36:34.758Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used automation-lab/news-article-extractor, moving_beacon-owner1/my-actor-62; expected apify/ai-web-scraper", "timestamp": "2026-10-20T11:36:34.717Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "15 tool calls valid", "timestamp": "2026-10-20T11:36:34.672Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "Guardian and Reuters returned 0 articles, BBC returned 5 with only 2 on climate and unreliable authors, the wrong Actor was named, and the agent itself said 'I could not complete the request'.", "timestamp": "2026-10-20T11:36:34.634Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 6 Actor runs (checks expect at most 3), including repeated runs of the same extractor and a keyword-filtered run that returned nothing, rather than searching again for a prompt-driven extractor.", "timestamp": "2026-10-20T11:36:34.586Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The agent fixed the startUrls type error right away and checked the 0-item datasets directly, but its retries (root domains, a different Actor, RSS feed URLs) were guesses that never reached the intended describe-what-you-want Actor, so recovery was only partly effective.", "timestamp": "2026-10-20T11:36:34.550Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table and the two examples match the dataset items retrieved (BBC El Niño and Northern Ireland entries), and the agent honestly noted the Facebook-URL author problem and that 3 of the 5 BBC items were not climate-related, without inventing data.", "timestamp": "2026-10-20T11:36:34.476Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call used object-form startUrls and failed validation; later calls used maxArticles and keyword inputs that fit each schema, but no prompt or page cap was set (promptGiven and pageCap FAIL), and the section URLs were passed to an actor that discovers articles via RSS and sitemaps.", "timestamp": "2026-10-20T11:36:34.436Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent never found apify/ai-web-scraper; its two searches ('news articles scraper', 'Guardian BBC Reuters news') returned selector-based or RSS-based news scrapers, and it picked automation-lab/news-article-extractor and moving_beacon-owner1/my-actor-62, neither of which takes a plain-language prompt, so the user's 'just describe what I need' requirement was not met.", "timestamp": "2026-10-20T11:36:34.359Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:26:24.781Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-20T11:26:24.748Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: maxPagesToVisit is missing (expected at most 20); automation-lab/news-article-extractor: maxPagesToVisit is missing (expected at most 20); automation-lab/news-article-extractor: maxPagesToVisit is missing (expected at most 20); moving_beacon-owner1/my-actor-62: maxPagesToVisit is missing (expected at most 20); moving_beacon-owner1/my-actor-62: maxPagesToVisit is missing (expected at most 20); automation-lab/news-article-extractor: maxPagesToVisit is missing (expected at most 20)", "timestamp": "2026-10-20T11:26:24.712Z", "metadata": {} }, "check.promptGiven": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: prompt is missing (expected to be set); automation-lab/news-article-extractor: prompt is missing (expected to be set); automation-lab/news-article-extractor: prompt is missing (expected to be set); moving_beacon-owner1/my-actor-62: prompt is missing (expected to be set); moving_beacon-owner1/my-actor-62: prompt is missing (expected to be set); automation-lab/news-article-extractor: prompt is missing (expected to be set)", "timestamp": "2026-10-20T11:26:24.677Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 6 Actor run(s), expected at most 3", "timestamp": "2026-10-20T11:26:24.628Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/ai-web-scraper\"", "timestamp": "2026-10-20T11:26:24.591Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used automation-lab/news-article-extractor, moving_beacon-owner1/my-actor-62; expected apify/ai-web-scraper", "timestamp": "2026-10-20T11:26:24.551Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "automation-lab/news-article-extractor", "infraOk": true, "failedChecks": [ "pageCap", "promptGiven", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used automation-lab/news-article-extractor, moving_beacon-owner1/my-actor-62; expected apify/ai-web-scraper" }, { "scenarioId": "zillow-zip-search-discovery-scottsdale", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:24:39.988Z", "day": "2026-10-20", "traceId": "25480659951a828f796f9b9284910cd1", "observationId": "fe31ce81f7c5b425", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/25480659951a828f796f9b9284910cd1?observation=fe31ce81f7c5b425", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "find", "title": "zillow-zip-search / find / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used epctex/realtor-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-20T11:36:30.690Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used epctex/realtor-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-20T11:36:30.606Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "epctex/realtor-scraper", "comment": "Actors the agent ran: epctex/realtor-scraper", "timestamp": "2026-10-20T11:36:30.566Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-20T11:36:30.529Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:36:30.468Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used epctex/realtor-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-20T11:36:30.429Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-20T11:36:30.389Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered 10 real ZIP 85251 listings under $800k with address and price and ended with the Actor line. However, they came from Realtor.com via epctex/realtor-scraper rather than the expected maxcopell Zillow actor, so namedActor and rightActor failed. Several results are condos or a lot, not homes, and the $99,000 price looks like a questionable listing.", "timestamp": "2026-10-20T11:36:30.340Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was direct: two searches, one schema fetch, one run, and one dataset fetch, with no repetition.", "timestamp": "2026-10-20T11:36:30.297Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final list matches the get-dataset-items output exactly: 10 addresses and prices, all in ZIP 85251 and all under $800k, with nothing invented.", "timestamp": "2026-10-20T11:36:30.261Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input {search:'85251', mode:'BUY', maxPrice:800000, maxItems:10, includeDetails:false} matches the fetched schema and the task constraints, and the run SUCCEEDED with 10 items.", "timestamp": "2026-10-20T11:36:30.214Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent ran a Zillow search that returned third-party Zillow actors (nextgensda, clearfetch, webdatatools, scrapewise) but never surfaced maxcopell/zillow-zip-search. It then picked the Realtor.com actor epctex/realtor-scraper, and the rightActor check failed.", "timestamp": "2026-10-20T11:36:30.176Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:25:12.765Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-20T11:25:12.728Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:25:12.689Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"maxcopell/zillow\"", "timestamp": "2026-10-20T11:25:12.615Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used epctex/realtor-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-20T11:25:12.528Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "epctex/realtor-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used epctex/realtor-scraper; expected ^maxcopell/zillow" }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:25:12.805Z", "day": "2026-10-20", "traceId": "df0d78ba8fc7223c3fb478ded67fa4cc", "observationId": "ccfbf5964ea8446b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/df0d78ba8fc7223c3fb478ded67fa4cc?observation=ccfbf5964ea8446b", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 2 of 3 numbers not in Actor output: 648,800, 523,000", "timestamp": "2026-10-20T11:36:32.874Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 2 of 3 numbers not in Actor output: 648,800, 523,000", "timestamp": "2026-10-20T11:36:32.782Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-20T11:36:32.745Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-20T11:36:32.711Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 2 of 3 numbers not in Actor output: 648,800, 523,000", "timestamp": "2026-10-20T11:36:32.674Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-20T11:36:32.634Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer gives the follower count, the average likes per recent post, and an interpretation of the engagement level (about 0.6% of followers per post). It also transparently excludes 3 posts from other accounts and reports the 12-post average as an alternative.", "timestamp": "2026-10-20T11:36:32.595Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was direct: one fetch of the Actor details, two parallel Actor runs, and two dataset fetches, with no repeated or pointless calls.", "timestamp": "2026-10-20T11:36:32.558Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The details run showed itemCount 0 and the posts run showed 9 items. The agent followed the nextStep hint and fetched both datasets anyway, which returned 1 profile item and 12 post items, and the answer reconciled the mismatch.", "timestamp": "2026-10-20T11:36:32.510Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The followers figure 104,380,797 comes straight from the details dataset. The averages are computed from the fetched likesCount values: the 9 nasa posts sum to 5,839,307, which gives about 648,811 (reported as about 648,800), and all 12 give about 523,000. The failed 'grounded' check flags these numbers only because they are derived averages that do not appear verbatim in the Actor output.", "timestamp": "2026-10-20T11:36:32.476Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Both call-actor inputs used directUrls ['https://www.instagram.com/nasa/'] with the correct resultsType ('details' and 'posts'), and resultsLimit 12 for posts. The dataset fetches used sensible field projections.", "timestamp": "2026-10-20T11:36:32.414Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read fetch-actor-details for apify/instagram-scraper, then used the 'details' mode for profile data and the 'posts' mode for recent posts, then get-dataset-items to read both datasets.", "timestamp": "2026-10-20T11:36:32.378Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:26:02.198Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-20T11:26:02.150Z", "metadata": {} }, "check.followers": { "value": 1, "stringValue": null, "comment": "PASS: followersCount within 2%", "timestamp": "2026-10-20T11:26:02.109Z", "metadata": {} }, "check.grounded": { "value": 0.333, "stringValue": null, "comment": "FAIL: 2 of 3 numbers not in Actor output: 648,800, 523,000", "timestamp": "2026-10-20T11:26:02.071Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): directUrls[0]", "timestamp": "2026-10-20T11:26:02.018Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:26:01.978Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-10-20T11:26:01.927Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-10-20T11:26:01.885Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 2 of 3 numbers not in Actor output: 648,800, 523,000" }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:25:14.298Z", "day": "2026-10-20", "traceId": "6bdb6dfc4fe5c66889e7115b8b02409a", "observationId": "859f874e107cec3a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6bdb6dfc4fe5c66889e7115b8b02409a?observation=859f874e107cec3a", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-20T11:36:27.225Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:36:27.136Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "search-actors with keywords 'Instagram posts' returned apify/instagram-post-scraper first, and the agent picked it instead of the flagship apify/instagram-scraper; this is the known ranking finding, and the rightActor check failed.", "timestamp": "2026-10-20T11:36:27.095Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-20T11:36:27.057Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is just the agent's mid-task narration ('I'll rerun with a higher limit...'), not the required two-line 'Actor: ... Posts: ...' format, and the session timed out before completion.", "timestamp": "2026-10-20T11:36:27.016Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made a rerun with 6 items and then stopped without fetching the data, and the session timed out; the first dataset already held 3 items from the profile feed, so the rerun cost time that the agent did not use.", "timestamp": "2026-10-20T11:36:26.971Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The agent saw that an item was from nasawebb (a collab or mismatched owner) and reran with a higher limit to filter. That was a reasonable reaction, but it never inspected the new results, so the recovery was not completed.", "timestamp": "2026-10-20T11:36:26.936Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the dataset items, noticed that one of the 3 items had ownerUsername nasawebb, and acted on that; nothing was invented. It never fetched the second dataset (vbMgOT8zxCvuQrt4g), so its results went unused.", "timestamp": "2026-10-20T11:36:26.904Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Input {username:[\"nasa\"], resultsLimit:3, dataDetailLevel:\"basicData\"} matches the fetched schema and the task, and the second call with resultsLimit 6 was also well-formed.", "timestamp": "2026-10-20T11:36:26.860Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched the store and chose apify/instagram-post-scraper, an official Apify actor that handles profile posts well, but the expected actor was apify/instagram-scraper, and the deterministic rightActor check is FAIL; store search ranked the post-scraper first.", "timestamp": "2026-10-20T11:36:26.822Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-20T11:30:15.067Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-20T11:30:15.026Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:30:14.947Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-20T11:30:14.867Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-20T11:30:14.782Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:25:46.742Z", "day": "2026-10-20", "traceId": "5c919989933168eaeb640649cf880b6f", "observationId": "4eabdae7baca6759", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5c919989933168eaeb640649cf880b6f?observation=4eabdae7baca6759", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "use", "title": "instagram-reel / use / natgeo-skip-pinned", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 15 numbers not in Actor output: 22", "timestamp": "2026-10-20T11:36:28.386Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 15 numbers not in Actor output: 22", "timestamp": "2026-10-20T11:36:28.303Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-20T11:36:28.268Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-20T11:36:28.221Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 15 numbers not in Actor output: 22", "timestamp": "2026-10-20T11:36:28.182Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-20T11:36:28.140Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer gives the first sentence of each caption, play count and duration in seconds for three non-pinned reels, grounded in the dataset, with an honest caveat that it did not independently verify these are the newest three.", "timestamp": "2026-10-20T11:36:28.096Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Three calls (details, run, fetch) with no repeated or wasted steps.", "timestamp": "2026-10-20T11:36:28.057Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run summary said 1 item, but the agent fetched the dataset anyway, found 3 items, and told the user the count looked stale.", "timestamp": "2026-10-20T11:36:28.015Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "Captions, videoPlayCount (1234324, 970376, 786198) and videoDuration (12.65, 60.01, 58.28) all match the dataset preview. The only ungrounded number, '22', is the hour from the 22:00:46 timestamp shown in the table's Posted column, so it comes from the data and was not invented.", "timestamp": "2026-10-20T11:36:27.968Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor input was {\"username\":[\"natgeo\"],\"resultsLimit\":3,\"skipPinnedPosts\":true}, matching the schema and the task, and the deterministic input checks all passed.", "timestamp": "2026-10-20T11:36:27.929Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent fetched the actor details for the named apify/instagram-reel-scraper, ran it with call-actor, then read the results with get-dataset-items, which is the right sequence.", "timestamp": "2026-10-20T11:36:27.887Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:26:26.769Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-20T11:26:26.732Z", "metadata": {} }, "check.grounded": { "value": 0.933, "stringValue": null, "comment": "FAIL: 1 of 15 numbers not in Actor output: 22", "timestamp": "2026-10-20T11:26:26.695Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-20T11:26:26.654Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-20T11:26:26.614Z", "metadata": {} }, "check.threeReels": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-20T11:26:26.576Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-20T11:26:26.537Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:26:26.497Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-20T11:26:26.459Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 15 numbers not in Actor output: 22" }, { "scenarioId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:25:59.147Z", "day": "2026-10-20", "traceId": "a3dd6dc571cff1ec583a0514e8d06982", "observationId": "651fd393241d63d1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a3dd6dc571cff1ec583a0514e8d06982?observation=651fd393241d63d1", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "find", "title": "instagram-reel / find / natgeo-reels-shares", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-20T11:36:24.413Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-20T11:36:24.331Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-reel-scraper", "timestamp": "2026-10-20T11:36:24.300Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-20T11:36:24.246Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-20T11:36:24.214Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The run used includeSharesCount:true and succeeded, yet the dataset items have no share field at all (the sharesCount/reshareCount/shareCount projection returned only urls, and the full record had no share key). The Actor silently omits the add-on output on the free tier with no error or warning, so the agent could not retrieve shares.", "timestamp": "2026-10-20T11:36:24.177Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 0, "stringValue": null, "comment": "call-actor: data/waitSecs must be <= 45", "timestamp": "2026-10-20T11:36:23.971Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task asked for each reel's first sentence, play count and share count. Share counts, one of the three required fields, were not delivered for any reel, so the task is only partly done even though the agent was honest about it.", "timestamp": "2026-10-20T11:36:23.771Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Seven calls in total: search, fetch details, a failed call that was retried, and three dataset fetches. The extra fetches were a reasonable check for the missing share field, so the path was reasonably direct.", "timestamp": "2026-10-20T11:36:23.715Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first call-actor failed validation with 'waitSecs must be <= 45'; the agent retried with 45 and the run succeeded. It then probed the dataset twice to check for a share field under other names.", "timestamp": "2026-10-20T11:36:23.680Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "Captions and play counts (1,234,609; 970,376; 786,231) match the dataset preview exactly, and the agent reported shares as not returned instead of inventing numbers. The explanation that the free tier caused the missing shares is inferred from the schema text, and it was not verified.", "timestamp": "2026-10-20T11:36:23.639Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The final call used username [\"natgeo\"], resultsLimit 3 and includeSharesCount true, which fits the schema; the first call's waitSecs 120 exceeded the max of 45, but that was corrected right away.", "timestamp": "2026-10-20T11:36:23.600Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched the store, picked the official apify/instagram-reel-scraper over generic post scrapers, read its input schema, and used call-actor and get-dataset-items appropriately.", "timestamp": "2026-10-20T11:36:23.566Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:26:53.379Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-20T11:26:53.344Z", "metadata": {} }, "check.sharesFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): includeSharesCount", "timestamp": "2026-10-20T11:26:53.297Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/instagram-reel-scraper run : CALL-FAILED", "timestamp": "2026-10-20T11:26:53.243Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-reel-scraper\"", "timestamp": "2026-10-20T11:26:53.207Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-20T11:26:53.159Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "schemaValidity", "ranOk" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-usage-natgeo-about-section", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:26:02.233Z", "day": "2026-10-20", "traceId": "0e0760ac3ed8861fcc69fbf949178ee6", "observationId": "670413873f166424", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0e0760ac3ed8861fcc69fbf949178ee6?observation=670413873f166424", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "use", "title": "instagram-profile / use / natgeo-about-section", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-20T11:36:22.170Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-20T11:36:22.090Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-20T11:36:22.031Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-20T11:36:21.996Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The run was made with includeAboutSection=true, whose description promises country of origin, yet the dataset item from get-dataset-items (omit latestPosts) had no country or about fields, so the output did not match what the Actor promises.", "timestamp": "2026-10-20T11:36:21.961Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-20T11:36:21.924Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The bio sentence and business flag were delivered, but the country, one of the three requested items, was not reported because the output had no country or about-section field.", "timestamp": "2026-10-20T11:36:21.887Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent took four calls: schema, run, a projected fetch, and a full-record fetch to confirm the country was absent; the last fetch was a reasonable verification step with little waste.", "timestamp": "2026-10-20T11:36:21.853Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The bio, isBusinessAccount true and business category \"None\" in the answer all match the dataset items, and the agent reported the missing country honestly instead of inventing one.", "timestamp": "2026-10-20T11:36:21.803Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor was given usernames [\"natgeo\"] and includeAboutSection true, matching the schema and the deterministic input checks; the get-dataset-items calls used valid datasetId, fields and omit arguments.", "timestamp": "2026-10-20T11:36:21.766Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor on apify/instagram-profile-scraper, and get-dataset-items, which is the right set of tools for the task.", "timestamp": "2026-10-20T11:36:21.728Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:26:36.181Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-20T11:26:36.143Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-20T11:26:36.110Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-20T11:26:36.073Z", "metadata": {} }, "check.aboutSection": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeAboutSection", "timestamp": "2026-10-20T11:26:36.029Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): usernames[0]", "timestamp": "2026-10-20T11:26:35.950Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:26:35.882Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-20T11:26:35.801Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-discovery-natgeo-verified", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:26:19.053Z", "day": "2026-10-20", "traceId": "faf22364ec2b38e5979fff02fc352d0f", "observationId": "2cd1ae86647895cc", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/faf22364ec2b38e5979fff02fc352d0f?observation=2cd1ae86647895cc", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "find", "title": "instagram-profile / find / natgeo-verified", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The answer says @natgeo is verified and quotes the bio from the retrieved data. It ends with the required line 'Actor: apify/instagram-profile-scraper'.", "timestamp": "2026-10-20T11:36:19.721Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The answer says @natgeo is verified and quotes the bio from the retrieved data. It ends with the required line 'Actor: apify/instagram-profile-scraper'.", "timestamp": "2026-10-20T11:36:19.686Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-profile-scraper", "timestamp": "2026-10-20T11:36:19.650Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-20T11:36:19.618Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:36:19.583Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The run used the right Actor, retrieved the profile (verified: true, bio quoted) and reported it faithfully.", "timestamp": "2026-10-20T11:36:19.546Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-20T11:36:19.490Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer says @natgeo is verified and quotes the bio from the retrieved data. It ends with the required line 'Actor: apify/instagram-profile-scraper'.", "timestamp": "2026-10-20T11:36:19.459Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made three calls (search, run, fetch) with no repetition or detours. The extra fetch was needed because of the lagging item count.", "timestamp": "2026-10-20T11:36:19.425Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The call-actor result showed itemCount 0, which the summary said could lag. The agent fetched the dataset anyway, as the nextStep advised, and got the item.", "timestamp": "2026-10-20T11:36:19.393Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer's verified=true, bio text, external URL and follower count all match the dataset item returned by get-dataset-items. Nothing was invented.", "timestamp": "2026-10-20T11:36:19.358Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor was given {\"usernames\":[\"natgeo\"]}, which matches the required input field. get-dataset-items used the correct datasetId and projected only relevant fields with a small limit.", "timestamp": "2026-10-20T11:36:19.326Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors to find the official apify/instagram-profile-scraper, which suits a profile-only question. It ignored the post and reel scraper siblings in the results, then used call-actor and get-dataset-items.", "timestamp": "2026-10-20T11:36:19.289Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:26:47.744Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-20T11:26:47.703Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:26:47.663Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-profile-scraper\"", "timestamp": "2026-10-20T11:26:47.582Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-20T11:26:47.488Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The answer says @natgeo is verified and quotes the bio from the retrieved data. It ends with the required line 'Actor: apify/instagram-profile-scraper'." }, { "scenarioId": "instagram-post-scraper-usage-natgeo-three-posts", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:26:24.811Z", "day": "2026-10-20", "traceId": "61e7757f4ce6bed315a38471a9a893e1", "observationId": "9aecc23b44ce344a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/61e7757f4ce6bed315a38471a9a893e1?observation=9aecc23b44ce344a", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "use", "title": "instagram-post / use / natgeo-three-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-20T11:36:17.617Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "argumentCorrectness", "resultUtilization", "errorRecovery", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:36:17.448Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "argumentCorrectness", "resultUtilization", "errorRecovery", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent emitted only a plan sentence and made no tool call before the session timed out (0 Actor runs), so no Actor output could be judged. The failure is in agent execution rather than the Actor's input schema, docs or output.", "timestamp": "2026-10-20T11:36:17.411Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "argumentCorrectness", "resultUtilization", "errorRecovery", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is just 'I'll check the Actor's input schema first, then run it against @natgeo.' with no captions or like counts, and no Actor run took place.", "timestamp": "2026-10-20T11:36:17.372Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "argumentCorrectness", "resultUtilization", "errorRecovery", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent made no tool calls and ran no Actor; the only output is a statement of intent to check the input schema, so it never selected apify/instagram-post-scraper (rightActor FAIL).", "timestamp": "2026-10-20T11:36:17.287Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "argumentCorrectness", "resultUtilization", "errorRecovery", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-20T11:31:25.440Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, ranOk, usernameInput, items", "timestamp": "2026-10-20T11:31:25.399Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-20T11:31:25.361Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run to read items from", "timestamp": "2026-10-20T11:31:25.326Z", "metadata": {} }, "check.skipPinned": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-20T11:31:25.285Z", "metadata": {} }, "check.threePosts": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-20T11:31:25.247Z", "metadata": {} }, "check.usernameInput": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-20T11:31:25.200Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-20T11:31:25.127Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/instagram-post-scraper", "timestamp": "2026-10-20T11:31:25.031Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "items", "skipPinned", "threePosts", "usernameInput", "ranOk", "rightActor" ], "judgeComment": null }, { "scenarioId": "instagram-post-scraper-discovery-natgeo-latest-post", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:26:26.805Z", "day": "2026-10-20", "traceId": "4da18163af1abe9cac8bc29c57e098a8", "observationId": "50d489a7accca693", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4da18163af1abe9cac8bc29c57e098a8?observation=50d489a7accca693", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "find", "title": "instagram-post / find / natgeo-latest-post", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The answer gives the first sentence of the caption, the comment count of 177 and the required final 'Actor:' line, all grounded in the retrieved data.", "timestamp": "2026-10-20T11:36:17.172Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The answer gives the first sentence of the caption, the comment count of 177 and the required final 'Actor:' line, all grounded in the retrieved data.", "timestamp": "2026-10-20T11:36:17.130Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-20T11:36:17.092Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-20T11:36:17.058Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:36:17.010Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the run SUCCEEDED with 1 item and the answer used the real commentsCount and caption from get-dataset-items.", "timestamp": "2026-10-20T11:36:16.966Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-20T11:36:16.933Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer gives the first sentence of the caption, the comment count of 177 and the required final 'Actor:' line, all grounded in the retrieved data.", "timestamp": "2026-10-20T11:36:16.898Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was direct: search, schema check, run, poll, fetch, with no repeated or wasted calls, and the dataset fetch used field projection.", "timestamp": "2026-10-20T11:36:16.865Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer's 177 comments and the \"Presented by @Rolex.\" first sentence come directly from the dataset item (commentsCount 177, caption text), with nothing invented.", "timestamp": "2026-10-20T11:36:16.829Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call used username [\"natgeo\"], resultsLimit 1, skipPinnedPosts true and basicData, all valid per the input schema; skipping pinned posts is a sensible way to get the most recent post.", "timestamp": "2026-10-20T11:36:16.793Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched the store, then used fetch-actor-details, call-actor, get-actor-run and get-dataset-items, and chose the official apify/instagram-post-scraper, which matches the intended subject.", "timestamp": "2026-10-20T11:36:16.752Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:27:35.132Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-20T11:27:35.082Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:27:35.026Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-post-scraper\"", "timestamp": "2026-10-20T11:27:34.990Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-20T11:27:34.935Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The answer gives the first sentence of the caption, the comment count of 177 and the required final 'Actor:' line, all grounded in the retrieved data." }, { "scenarioId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:26:36.212Z", "day": "2026-10-20", "traceId": "e9005cf1bf8cc6ecac13e5f587424129", "observationId": "b14d3baa20c54261", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e9005cf1bf8cc6ecac13e5f587424129?observation=b14d3baa20c54261", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "use", "title": "instagram-hashtag / use / nasa-keyword-reels", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent delivered 5 reels with first-sentence captions and like counts grounded in the data, and flagged edge cases honestly. The only gap is that keyword mode was not enabled, though the results are still nasa-related reels.", "timestamp": "2026-10-20T11:36:16.326Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent delivered 5 reels with first-sentence captions and like counts grounded in the data, and flagged edge cases honestly. The only gap is that keyword mode was not enabled, though the results are still nasa-related reels.", "timestamp": "2026-10-20T11:36:16.289Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-20T11:36:16.250Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:36:16.216Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The call-actor input {\"hashtags\":[\"nasa\"],\"resultsType\":\"reels\",\"resultsLimit\":5} omitted keywordSearch:true, although the prompt asked for a keyword search and the schema describes that flag (keywordMode check FAIL).", "timestamp": "2026-10-20T11:36:16.180Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-20T11:36:16.147Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered 5 reels with first-sentence captions and like counts grounded in the data, and flagged edge cases honestly. The only gap is that keyword mode was not enabled, though the results are still nasa-related reels.", "timestamp": "2026-10-20T11:36:16.109Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Three tool calls with no repetition: schema, run, fetch. The path was direct and minimal.", "timestamp": "2026-10-20T11:36:16.078Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run result showed itemCount 0, but the agent correctly treated this as a lag, followed the nextStep hint, and fetched the dataset, which returned 5 items.", "timestamp": "2026-10-20T11:36:16.043Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The reported captions and like counts (8415, 352, 962, 706, 1018) match the dataset items exactly, and the grounded check passed for all 10 numbers.", "timestamp": "2026-10-20T11:36:16.005Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "Input was hashtags:[\"nasa\"], resultsType:\"reels\", resultsLimit:5, which is valid, but keywordSearch was omitted even though the task said 'based on keyword nasa' and the schema documents that flag (deterministic keywordMode check FAIL).", "timestamp": "2026-10-20T11:36:15.971Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the Actor's schema with fetch-actor-details, ran the named apify/instagram-hashtag-scraper with call-actor, and retrieved results with get-dataset-items, which is the right sequence.", "timestamp": "2026-10-20T11:36:15.932Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:27:01.559Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-20T11:27:01.519Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 10 numbers found in Actor output", "timestamp": "2026-10-20T11:27:01.480Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-20T11:27:01.437Z", "metadata": {} }, "check.fiveResults": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-20T11:27:01.400Z", "metadata": {} }, "check.reelsType": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsType", "timestamp": "2026-10-20T11:27:01.359Z", "metadata": {} }, "check.keywordMode": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/instagram-hashtag-scraper: keywordSearch is missing (expected true)", "timestamp": "2026-10-20T11:27:01.325Z", "metadata": {} }, "check.keywordInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): hashtags[0]", "timestamp": "2026-10-20T11:27:01.276Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:27:01.207Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-10-20T11:27:01.105Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "keywordMode" ], "judgeComment": "PASS: The agent delivered 5 reels with first-sentence captions and like counts grounded in the data, and flagged edge cases honestly. The only gap is that keyword mode was not enabled, though the results are still nasa-related reels." }, { "scenarioId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:26:47.796Z", "day": "2026-10-20", "traceId": "cbf46e0aade3aec4a76e0b82424f9c91", "observationId": "caebd868043ea8d7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/cbf46e0aade3aec4a76e0b82424f9c91?observation=caebd868043ea8d7", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "find", "title": "instagram-hashtag / find / nasa-hashtag", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The answer lists 5 #nasa posts with accounts and topics grounded in the retrieved data, and ends with the exact line 'Actor: apify/instagram-hashtag-scraper'.", "timestamp": "2026-10-20T11:36:12.782Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The answer lists 5 #nasa posts with accounts and topics grounded in the retrieved data, and ends with the exact line 'Actor: apify/instagram-hashtag-scraper'.", "timestamp": "2026-10-20T11:36:12.746Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-hashtag-scraper", "timestamp": "2026-10-20T11:36:12.711Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-20T11:36:12.678Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:36:12.171Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent found apify/instagram-hashtag-scraper in store search, ran it with hashtag nasa and limit 5, and reported real data.", "timestamp": "2026-10-20T11:36:12.013Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-20T11:36:11.972Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer lists 5 #nasa posts with accounts and topics grounded in the retrieved data, and ends with the exact line 'Actor: apify/instagram-hashtag-scraper'.", "timestamp": "2026-10-20T11:36:11.937Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path took four calls (search, inspect schema, run, fetch items) with no repetition or detours.", "timestamp": "2026-10-20T11:36:11.899Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "Every account, caption summary and like count in the answer matches the dataset items, e.g. unfoldpakistan_ with 3 likes, mustangs_ahead with 17 likes, and spacedbits' Phobos/MMX caption; nothing is invented.", "timestamp": "2026-10-20T11:36:11.861Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor was given hashtags:[\"nasa\"], resultsType:\"posts\" and resultsLimit:5, all matching the schema it had just read, and get-dataset-items used the right datasetId and a sensible field projection.", "timestamp": "2026-10-20T11:36:11.824Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, then fetch-actor-details, call-actor and get-dataset-items, and picked the official apify/instagram-hashtag-scraper, which is the right hashtag actor.", "timestamp": "2026-10-20T11:36:11.788Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:27:18.585Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-20T11:27:18.549Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:27:18.432Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-hashtag-scraper\"", "timestamp": "2026-10-20T11:27:18.390Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-10-20T11:27:18.302Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The answer lists 5 #nasa posts with accounts and topics grounded in the retrieved data, and ends with the exact line 'Actor: apify/instagram-hashtag-scraper'." }, { "scenarioId": "facebook-posts-scraper-usage-nasa-engagement", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:26:53.416Z", "day": "2026-10-20", "traceId": "eb3da1ec40fbc8ac7b480fa1856bd57d", "observationId": "e08c6b85fdec2dde", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/eb3da1ec40fbc8ac7b480fa1856bd57d?observation=e08c6b85fdec2dde", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "use", "title": "facebook-posts / use / nasa-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer lists 5 most-recent NASA posts with first sentences and reaction counts, all taken from the Actor output, and flags the empty-text post and the metadata discrepancy.", "timestamp": "2026-10-20T11:36:12.677Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer lists 5 most-recent NASA posts with first sentences and reaction counts, all taken from the Actor output, and flags the empty-text post and the metadata discrepancy.", "timestamp": "2026-10-20T11:36:12.171Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-20T11:36:12.016Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:36:11.974Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "Every dimension passed. The only blemishes are a minor wrong aside about topReactionsCount being 7 for every post, and the run metadata reporting 3 items against 5 actually returned, which the agent handled.", "timestamp": "2026-10-20T11:36:11.938Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-20T11:36:11.901Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer lists 5 most-recent NASA posts with first sentences and reaction counts, all taken from the Actor output, and flags the empty-text post and the metadata discrepancy.", "timestamp": "2026-10-20T11:36:11.862Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Three tool calls (schema, run, fetch items) with no repetition or wasted steps.", "timestamp": "2026-10-20T11:36:11.822Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run metadata said itemCount 3 but the agent asked for 5. It noticed this, fetched the dataset anyway, got 5 items, and told the user about the mismatch.", "timestamp": "2026-10-20T11:36:11.779Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The table's post text and `likes` values match the dataset preview exactly, and the grounded check passed. The agent verified that `likes` equals the sum of the reaction types; post 1 sums to 235,969. Two small unsupported claims: 'image-only post' for the empty-text post, and 'topReactionsCount is 7 for every post', when post 4 shows 6.", "timestamp": "2026-10-20T11:36:11.696Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor used startUrls=[{url:'https://www.facebook.com/NASA'}] and resultsLimit=5, matching the schema, and the pageUrl and fivePosts checks passed. get-dataset-items used the correct datasetId and a sensible field list.", "timestamp": "2026-10-20T11:36:11.653Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the Actor's input schema with fetch-actor-details, ran the named apify/facebook-posts-scraper with call-actor, then pulled results with get-dataset-items.", "timestamp": "2026-10-20T11:36:11.607Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:27:20.436Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-20T11:27:20.395Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 4 numbers found in Actor output", "timestamp": "2026-10-20T11:27:20.359Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-20T11:27:20.314Z", "metadata": {} }, "check.fivePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-20T11:27:20.271Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-20T11:27:20.237Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:27:20.198Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-20T11:27:20.152Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{2,}/", "timestamp": "2026-10-20T11:27:20.101Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer lists 5 most-recent NASA posts with first sentences and reaction counts, all taken from the Actor output, and flags the empty-text post and the metadata discrepancy." }, { "scenarioId": "facebook-posts-scraper-discovery-nasa-page", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:27:01.597Z", "day": "2026-10-20", "traceId": "1ab2cc2b0391fa9a3696f65fdd1c9dd0", "observationId": "5b24216a5410da01", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1ab2cc2b0391fa9a3696f65fdd1c9dd0?observation=5b24216a5410da01", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "find", "title": "facebook-posts / find / nasa-page", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used thedoor/facebook-page-scraper; expected apify/facebook-posts-scraper", "timestamp": "2026-10-20T11:36:06.842Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used thedoor/facebook-page-scraper; expected apify/facebook-posts-scraper", "timestamp": "2026-10-20T11:36:06.768Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "thedoor/facebook-page-scraper", "comment": "Actors the agent ran: thedoor/facebook-page-scraper", "timestamp": "2026-10-20T11:36:06.730Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-20T11:36:06.700Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-20T11:36:06.656Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used thedoor/facebook-page-scraper; expected apify/facebook-posts-scraper", "timestamp": "2026-10-20T11:36:06.618Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-20T11:36:06.573Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer gives 5 posts with text and reaction counts from retrieved data and ends with the required Actor line. However, the posts are not sorted strictly by recency: the Oct 15 15:04 post is listed after the Oct 15 18:22 post, which is correct, but the dataset returned the Oct 14 post before it. The agent re-sorted them, which is fine. The Actor line names thedoor/facebook-page-scraper rather than the expected apify/facebook-posts-scraper, so the named-actor check failed. The substantive task is done but the run did not use the intended flagship Actor.", "timestamp": "2026-10-20T11:36:06.518Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four calls (search, details, run, fetch) with no repetition or detours.", "timestamp": "2026-10-20T11:36:06.484Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "All five post texts, timestamps and reaction counts in the final answer match the get-dataset-items output exactly (e.g. 235969, 1661, 1524, 615, 680). Nothing was invented.", "timestamp": "2026-10-20T11:36:06.448Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor received pageUrls=[https://www.facebook.com/NASA] and postsToScrape=5, which match the input schema it had just fetched. get-dataset-items used valid field projections.", "timestamp": "2026-10-20T11:36:06.404Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor and get-dataset-items sensibly, and thedoor/facebook-page-scraper fits the task. It is not the expected apify/facebook-posts-scraper, which never appeared in the top-5 search results, so the deterministic rightActor check failed.", "timestamp": "2026-10-20T11:36:06.363Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:27:32.292Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-20T11:27:32.259Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:27:32.193Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-posts-scraper\"", "timestamp": "2026-10-20T11:27:32.102Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used thedoor/facebook-page-scraper; expected apify/facebook-posts-scraper", "timestamp": "2026-10-20T11:27:32.020Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "thedoor/facebook-page-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used thedoor/facebook-page-scraper; expected apify/facebook-posts-scraper" }, { "scenarioId": "facebook-groups-scraper-usage-recent-activity", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:27:18.621Z", "day": "2026-10-20", "traceId": "7960da701e50725bc3562148a3c75efd", "observationId": "0bee128e4a900454", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7960da701e50725bc3562148a3c75efd?observation=0bee128e4a900454", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "use", "title": "facebook-groups / use / recent-activity", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 2 of 16 numbers not in Actor output: 200, 18", "timestamp": "2026-10-20T11:36:11.832Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 2 of 16 numbers not in Actor output: 200, 18", "timestamp": "2026-10-20T11:36:11.745Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-20T11:36:11.710Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-20T11:36:11.670Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 2 of 16 numbers not in Actor output: 200, 18", "timestamp": "2026-10-20T11:36:11.639Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-20T11:36:11.568Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported three posts with their comment counts (0, 1, 0), timestamps and URLs from real data, and the post text was shortened with an offer of the full text. The unverified 'about 200 names' claim (the grounded check failure) is a minor flaw in an otherwise complete answer.", "timestamp": "2026-10-20T11:36:11.535Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Three tool calls (fetch-actor-details, call-actor, get-dataset-items) with no repetition. The dataset fetch was needed because the count showed 0.", "timestamp": "2026-10-20T11:36:11.501Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run output showed itemCount 0, and the agent followed the nextStep hint, fetched the dataset anyway and got all 3 items.", "timestamp": "2026-10-20T11:36:11.471Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "Post text, timestamps, URLs and comment counts came from the dataset. But the claim that each post has 'about 200 names' was not verified and is not in the Actor output; the first post's visible list looks longer than 200. The harness grounded check failed on the numbers 200 and 18.", "timestamp": "2026-10-20T11:36:11.386Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call used startUrls with the group URL, resultsLimit 3 and viewOption RECENT_ACTIVITY, all taken from the schema. The harness input checks for groupUrl, threePosts and sortOrder all passed.", "timestamp": "2026-10-20T11:36:11.350Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the Actor details, ran apify/facebook-groups-scraper as named in the task, then fetched the dataset items. That is the right tool sequence.", "timestamp": "2026-10-20T11:36:11.314Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:27:50.891Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-20T11:27:50.849Z", "metadata": {} }, "check.grounded": { "value": 0.875, "stringValue": null, "comment": "FAIL: 2 of 16 numbers not in Actor output: 200, 18", "timestamp": "2026-10-20T11:27:50.810Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-20T11:27:50.772Z", "metadata": {} }, "check.sortOrder": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): viewOption", "timestamp": "2026-10-20T11:27:50.727Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-20T11:27:50.688Z", "metadata": {} }, "check.groupUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-20T11:27:50.638Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:27:50.556Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-10-20T11:27:50.471Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 2 of 16 numbers not in Actor output: 200, 18" }, { "scenarioId": "facebook-groups-scraper-discovery-public-group-posts", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:27:20.475Z", "day": "2026-10-20", "traceId": "a6cf09202041f72bc58f1a865be85f7c", "observationId": "25e37eb513793e9c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a6cf09202041f72bc58f1a865be85f7c?observation=25e37eb513793e9c", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "find", "title": "facebook-groups / find / public-group-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-20T11:36:11.076Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-20T11:36:10.992Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "memo23/facebook-public-group-posts-scraper", "comment": "Actors the agent ran: memo23/facebook-public-group-posts-scraper", "timestamp": "2026-10-20T11:36:10.960Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-20T11:36:10.918Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-20T11:36:10.879Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-20T11:36:10.840Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-20T11:36:10.778Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports three posts from real scraped data with what each is about and ends with the required Actor line, though it names memo23/facebook-public-group-posts-scraper rather than the expected apify/facebook-groups-scraper.", "timestamp": "2026-10-20T11:36:10.743Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was direct: search, fetch schema, call (one validation failure, one retry), poll the run, then fetch items; there were no redundant steps.", "timestamp": "2026-10-20T11:36:10.710Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "After the input validation error on the first call-actor, the agent diagnosed that startUrls items must be strings and retried correctly, and the second run succeeded.", "timestamp": "2026-10-20T11:36:10.677Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the dataset with targeted fields and reported the group title (Maths Formulas), author (AllMath), timestamps, and likes/comments from the returned items; the 'about 150/200/250 members' counts look loose, but the content summary matches the data.", "timestamp": "2026-10-20T11:36:10.642Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call-actor passed startUrls as objects and failed validation, but the retry used plain URL strings with maxItems:3 and viewOption CHRONOLOGICAL, which is well-formed and ran successfully with 3 items.", "timestamp": "2026-10-20T11:36:10.602Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent ran one search (\"Facebook group posts\") and took the top result, third-party memo23/facebook-public-group-posts-scraper, without looking for the official apify/facebook-groups-scraper; the rightActor check already failed.", "timestamp": "2026-10-20T11:36:10.569Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:28:42.291Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-20T11:28:42.253Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): memo23/facebook-public-group-posts-scraper run : CALL-FAILED", "timestamp": "2026-10-20T11:28:42.204Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-groups-scraper\"", "timestamp": "2026-10-20T11:28:42.129Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-20T11:28:42.031Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "memo23/facebook-public-group-posts-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper" }, { "scenarioId": "facebook-ads-scraper-usage-nike-last-30-days", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:27:32.326Z", "day": "2026-10-20", "traceId": "e550a2c99ee5055f57b1e658b37b56f4", "observationId": "55bc9b4cd4040080", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e550a2c99ee5055f57b1e658b37b56f4?observation=55bc9b4cd4040080", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "use", "title": "facebook-ads / use / nike-last-30-days", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-20T11:36:00.414Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-20T11:36:00.331Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-20T11:36:00.294Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-20T11:36:00.257Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "With isDetailsPerAd true, the dataset returned spend and reachEstimate as null on all 20 ads and the ad_details reach fields were empty, and the run summary said 6 items while the dataset had 20, so the Actor output did not deliver the reach data it promises.", "timestamp": "2026-10-20T11:36:00.217Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-20T11:36:00.167Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 20 ads and a real body text, but reach data, a required part of the answer, was not provided (null for all ads), so the task was only partially fulfilled.", "timestamp": "2026-10-20T11:36:00.087Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Six calls with sensible escalation: schema, run, fetch, raw check, grep; slightly redundant fetches but each checked a distinct anomaly.", "timestamp": "2026-10-20T11:36:00.021Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent noticed the 6-vs-20 item discrepancy and null reach/spend, then checked the raw dataset API and grepped the full export to verify before reporting the gap.", "timestamp": "2026-10-20T11:35:59.970Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent reported 20 ads, a real body text with ad ID from the dataset, and honestly noted null spend/reach; it hedged on the cause and did not invent figures. However, its claim that the 'run summary said 6 which looks stale' is fine, and its grep over the file only confirmed field names.", "timestamp": "2026-10-20T11:35:59.932Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Input had startUrls for facebook.com/nike, resultsLimit 20, onlyAdsNewerThan 2026-09-20 and isDetailsPerAd true; all deterministic input checks passed.", "timestamp": "2026-10-20T11:35:59.876Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, then call-actor on the named apify/facebook-ads-scraper, then dataset retrieval tools, which suit the task.", "timestamp": "2026-10-20T11:35:59.837Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:28:50.711Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-20T11:28:50.674Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 5 numbers found in Actor output", "timestamp": "2026-10-20T11:28:50.633Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-20T11:28:50.600Z", "metadata": {} }, "check.detailsFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): isDetailsPerAd", "timestamp": "2026-10-20T11:28:50.561Z", "metadata": {} }, "check.twentyAds": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-20T11:28:50.526Z", "metadata": {} }, "check.dateRange": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): onlyAdsNewerThan", "timestamp": "2026-10-20T11:28:50.486Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-20T11:28:50.451Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:28:50.408Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-ads-scraper", "timestamp": "2026-10-20T11:28:50.310Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-20T11:28:50.218Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "facebook-ads-scraper-discovery-nike-ad-library", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:27:35.161Z", "day": "2026-10-20", "traceId": "0d77a8f6a558bafc09ad674321ac771a", "observationId": "a0695748d658bf0d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0d77a8f6a558bafc09ad674321ac771a?observation=a0695748d658bf0d", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "find", "title": "facebook-ads / find / nike-ad-library", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used curious_coder/facebook-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-20T11:36:01.059Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used curious_coder/facebook-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-20T11:36:00.972Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "curious_coder/facebook-ads-library-scraper", "comment": "Actors the agent ran: curious_coder/facebook-ads-library-scraper", "timestamp": "2026-10-20T11:36:00.935Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-20T11:36:00.855Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:36:00.818Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used curious_coder/facebook-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-20T11:36:00.776Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-20T11:36:00.717Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 10 active ads and a real body text from the data, with the required Actor line. But it used the wrong Actor (curious_coder, not apify/facebook-ads-scraper), so namedActor FAIL, and it did not split Facebook from Instagram ads. The data is grounded, but the run does not match the expected Actor.", "timestamp": "2026-10-20T11:36:00.681Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Six calls: search, fetch details, run, get items, and two jq calls. Each one was needed given the oversized-output error, and the second jq call was a reasonable fix when the first query returned an empty body field.", "timestamp": "2026-10-20T11:36:00.637Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The call-actor result showed itemCount 0, and get-dataset-items errored on output size. The agent followed the nextStep hint to read the dataset, then used jq on the saved file to get the data, and it noted the 0-item lag in its answer.", "timestamp": "2026-10-20T11:36:00.604Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent parsed the saved dataset with jq, confirmed 10 items, all is_active=true and page_name Nike, and quoted a body text ('Bring sports more fully into your day with the Nike App.') that appears verbatim in the retrieved data.", "timestamp": "2026-10-20T11:36:00.569Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input used urls=[{url:'https://www.facebook.com/nike'}], limitPerSource=10, count=10 and activeStatus='active', all valid per the fetched schema and matching the task's 10-ad cap. The run SUCCEEDED with 10 items.", "timestamp": "2026-10-20T11:36:00.532Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched the store and picked curious_coder/facebook-ads-library-scraper, a third-party scraper, instead of the intended apify/facebook-ads-scraper (rightActor FAIL). The search returned several third-party options and the agent chose by popularity and rating, apparently without ever surfacing the official Apify Actor.", "timestamp": "2026-10-20T11:36:00.499Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:28:15.738Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-20T11:28:15.694Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:28:15.655Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-ads-scraper\"", "timestamp": "2026-10-20T11:28:15.563Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used curious_coder/facebook-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-20T11:28:15.487Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "curious_coder/facebook-ads-library-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used curious_coder/facebook-ads-library-scraper; expected apify/facebook-ads-scraper" }, { "scenarioId": "tripadvisor-usage-rome-restaurants", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:27:50.928Z", "day": "2026-10-20", "traceId": "f620c005b1897aef73d16068551aaf2e", "observationId": "c4f8f1063001f5f3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f620c005b1897aef73d16068551aaf2e?observation=c4f8f1063001f5f3", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "use", "title": "tripadvisor / use / rome-restaurants", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-20T11:35:56.603Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:35:56.517Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent kept polling get-actor-run five times while the status stayed at 'Crawled 3/13 pages' with 0 items, then aborted and ended on an intermediate message with no final report, so it ran out of time without a fallback.", "timestamp": "2026-10-20T11:35:56.483Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-20T11:35:56.421Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is just a leftover intermediate statement about stopping the run; it reports no count, no top restaurant and no rating, and the facts show 0 items and an ABORTING run.", "timestamp": "2026-10-20T11:35:56.385Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent spent five polls of 45s each (about 5 minutes) on a stuck run before aborting, and it never tried an alternative approach, so the time limit was hit.", "timestamp": "2026-10-20T11:35:56.347Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The run stalled at 3/13 pages with 0 items; the agent polled several times, then aborted gracefully and tried to read the dataset, but it did not retry with a narrower input such as a direct restaurants startUrl, and the session timed out.", "timestamp": "2026-10-20T11:35:56.316Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "No data was retrieved (0 items), and the agent did not invent any restaurant data; the final answer contains no fabricated figures.", "timestamp": "2026-10-20T11:35:56.280Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor input used query 'Rome', maxItemsPerQuery 10, includeRestaurants true, and hotels and attractions false, which matches the schema and the restaurants-mode check passed.", "timestamp": "2026-10-20T11:35:56.193Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor, get-actor-run, abort-actor-run and get-dataset-items on the named maxcopell/tripadvisor Actor, which is appropriate for the task.", "timestamp": "2026-10-20T11:35:56.153Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out; Actor run SNWIUsylAmFv95aly (maxcopell/tripadvisor) ABORTING", "timestamp": "2026-10-20T11:32:51.594Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape, ranOk, items", "timestamp": "2026-10-20T11:32:51.561Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-20T11:32:51.524Z", "metadata": {} }, "check.ratingField": { "value": 1, "stringValue": null, "comment": "PASS (warn): 0 items ok", "timestamp": "2026-10-20T11:32:51.477Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 0 items, expected at least 1", "timestamp": "2026-10-20T11:32:51.434Z", "metadata": {} }, "check.restaurantsMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeRestaurants", "timestamp": "2026-10-20T11:32:51.396Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: maxcopell/tripadvisor run SNWIUsylAmFv95aly: ABORTING", "timestamp": "2026-10-20T11:32:51.302Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-20T11:32:51.267Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\b[3-5]\\.\\d\\b/", "timestamp": "2026-10-20T11:32:51.181Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "items", "ranOk", "shape" ], "judgeComment": null }, { "scenarioId": "tripadvisor-discovery-barcelona-attractions", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:28:15.767Z", "day": "2026-10-20", "traceId": "f4f8386a35d590f0ec1d4a5a8ceb68aa", "observationId": "78da66d4b938a6cd", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f4f8386a35d590f0ec1d4a5a8ceb68aa?observation=78da66d4b938a6cd", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "find", "title": "tripadvisor / find / barcelona-attractions", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used vulnv/tripadvisor-attractions-scraper, romy/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-20T11:35:55.551Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used vulnv/tripadvisor-attractions-scraper, romy/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-20T11:35:55.468Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "vulnv/tripadvisor-attractions-scraper", "comment": "Actors the agent ran: vulnv/tripadvisor-attractions-scraper, romy/tripadvisor-attractions-scraper", "timestamp": "2026-10-20T11:35:55.431Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-20T11:35:55.390Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:35:55.343Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used vulnv/tripadvisor-attractions-scraper, romy/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-20T11:35:55.310Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "11 tool calls valid", "timestamp": "2026-10-20T11:35:55.267Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task asked for the top 10 attractions, but only 3 were delivered, and the Actor line names romy rather than maxcopell/tripadvisor (namedActor FAIL).", "timestamp": "2026-10-20T11:35:55.226Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "Four Actor runs were used (ranOk FAIL, expected at most 3), including a .co.uk retry of an Actor that had just returned empty and a repeated romy run that produced the same 3 items; the second vulnv run and the second romy run were low-value.", "timestamp": "2026-10-20T11:35:55.190Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "After two empty vulnv runs the agent switched to romy, which returned 3 items, and it reported the shortfall and the vulnv failure honestly instead of inventing data. However, it never tried the better candidate (maxcopell/tripadvisor, or axlymxp, which it only suggested) and retried the romy run with maxPages without checking whether it would change anything.", "timestamp": "2026-10-20T11:35:55.155Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The table's names, ratings and review counts (4.7/168,042; 4.6/59,594; 4.2/78,874) match the romy dataset items exactly, and the agent was candid that only 3 of 10 were retrieved.", "timestamp": "2026-10-20T11:35:55.115Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Inputs matched each Actor's schema (start_urls with Barcelona g187497 and max_attractions 10; geoId 187497 with maxItems 10), so the arguments were well-formed and sensible.", "timestamp": "2026-10-20T11:35:55.076Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose the vulnv Actor because it had the most users, then switched to romy; neither is the expected maxcopell/tripadvisor (rightActor FAIL), and both returned little or no data.", "timestamp": "2026-10-20T11:35:55.035Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:30:42.464Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-20T11:30:42.430Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-10-20T11:30:42.394Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /maxcopell/tripadvisor(?!-)/", "timestamp": "2026-10-20T11:30:42.318Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used vulnv/tripadvisor-attractions-scraper, romy/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-20T11:30:42.234Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "vulnv/tripadvisor-attractions-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used vulnv/tripadvisor-attractions-scraper, romy/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor" }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:28:42.322Z", "day": "2026-10-20", "traceId": "6523007dce53fd07ebf3808191111b69", "observationId": "734bdd8c2881ecdc", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6523007dce53fd07ebf3808191111b69?observation=734bdd8c2881ecdc", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-20T11:35:54.164Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:35:54.075Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "Input was correct (aiModeSearch.enableAiMode true, countryCode gb), but the run stayed RUNNING with 'Nothing extracted yet' over about 280s of polling and the agent's final text was only its pre-run plan, with no answer or source count reported. This looks like a slow Actor run or session limit rather than a schema problem, and the agent never delivered a final report.", "timestamp": "2026-10-20T11:35:54.041Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-20T11:35:54.007Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is only the pre-run planning sentence 'I'll run it with UK country and AI Mode enabled'; it reports neither the AI Mode answer text nor the source count, and the run was still RUNNING with 0 items at timeout.", "timestamp": "2026-10-20T11:35:53.958Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was direct: one details fetch, one call, then repeated get-actor-run polls with waitSecs=45, which was reasonable given the tool's nextStep guidance; the session timed out without wasteful steps.", "timestamp": "2026-10-20T11:35:53.914Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor input had queries, countryCode 'gb', aiModeSearch.enableAiMode true and maxPagesPerQuery 1; the deterministic checks for aiModeOn, query, country and pages all passed.", "timestamp": "2026-10-20T11:35:53.877Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor and get-actor-run on apify/google-search-scraper, which is the requested Actor and the right tool sequence.", "timestamp": "2026-10-20T11:35:53.838Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-20T11:33:42.907Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-20T11:33:42.872Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 0 items ok", "timestamp": "2026-10-20T11:33:42.827Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-20T11:33:42.786Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-10-20T11:33:42.749Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-20T11:33:42.708Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-10-20T11:33:42.666Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper run G1i11bH10KmJbkz9D: RUNNING", "timestamp": "2026-10-20T11:33:42.618Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-20T11:33:42.580Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:28:50.745Z", "day": "2026-10-20", "traceId": "9c9af5a5e5d38136a06137b26078d84b", "observationId": "ac381563e25903e9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9c9af5a5e5d38136a06137b26078d84b?observation=ac381563e25903e9", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer reports 9 organic results and the top three domains by rank, grounded in the retrieved data, and notes the frequency nuance and the run IDs.", "timestamp": "2026-10-20T11:35:53.799Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer reports 9 organic results and the top three domains by rank, grounded in the retrieved data, and notes the frequency nuance and the run IDs.", "timestamp": "2026-10-20T11:35:53.763Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-20T11:35:53.729Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:35:53.692Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the only blemish was the first get-dataset-items call using dotted organicResults.* fields that returned nothing, which was quickly corrected.", "timestamp": "2026-10-20T11:35:53.654Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-20T11:35:53.616Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports 9 organic results and the top three domains by rank, grounded in the retrieved data, and notes the frequency nuance and the run IDs.", "timestamp": "2026-10-20T11:35:53.583Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was direct: details, run, poll, fetch. There was one redundant dataset fetch because the first field projection used the wrong nested field names, a minor inefficiency.", "timestamp": "2026-10-20T11:35:53.542Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The count of 9 organic results and the domains store.opel.de, einfacheauto.de and youtube.com come directly from the organicResults array in the dataset, including the position and frequency details.", "timestamp": "2026-10-20T11:35:53.509Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor input was queries='elektroauto leasing', maxPagesPerQuery=1, countryCode='de', languageCode='de' (plus searchLanguage), which matches the German first-page request and passed the deterministic input checks.", "timestamp": "2026-10-20T11:35:53.473Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the Actor details with fetch-actor-details, ran apify/google-search-scraper via call-actor, polled with get-actor-run, and fetched results with get-dataset-items, which is the right toolset for the task.", "timestamp": "2026-10-20T11:35:53.435Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:29:57.924Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-20T11:29:57.877Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-20T11:29:57.837Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-20T11:29:57.801Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-20T11:29:57.759Z", "metadata": {} }, "check.lang": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): languageCode", "timestamp": "2026-10-20T11:29:57.729Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-20T11:29:57.687Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-20T11:29:57.600Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:29:57.564Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-20T11:29:57.464Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer reports 9 organic results and the top three domains by rank, grounded in the retrieved data, and notes the frequency nuance and the run IDs." }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:29:57.960Z", "day": "2026-10-20", "traceId": "2e5490645d2c09ea760aa00aa5bb9d1d", "observationId": "9a4e9ba8867da340", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2e5490645d2c09ea760aa00aa5bb9d1d?observation=9a4e9ba8867da340", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer lists 6 organic results with titles, links, and snippets from page one and ends with the exact line 'Actor: apify/google-search-scraper'.", "timestamp": "2026-10-20T11:35:48.459Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer lists 6 organic results with titles, links, and snippets from page one and ends with the exact line 'Actor: apify/google-search-scraper'.", "timestamp": "2026-10-20T11:35:48.420Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-10-20T11:35:48.379Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-20T11:35:48.258Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:35:48.220Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the only wrinkle was the get-actor-run dataset itemCount reading 0 right after SUCCEEDED, which the agent resolved by calling get-dataset-items.", "timestamp": "2026-10-20T11:35:48.184Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-20T11:35:48.146Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer lists 6 organic results with titles, links, and snippets from page one and ends with the exact line 'Actor: apify/google-search-scraper'.", "timestamp": "2026-10-20T11:35:48.108Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Five calls with no repetition: search, details, run, one poll, and one dataset fetch with field projection.", "timestamp": "2026-10-20T11:35:48.057Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run showed itemCount 0 right after finishing, which was a lag artifact rather than a failure; the agent followed the nextStep hint and fetched dataset items directly, and the data came back.", "timestamp": "2026-10-20T11:35:48.026Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The table's titles, URLs, and snippets match the get-dataset-items output exactly, including the empty Reddit snippet reported as (none), and nothing was invented.", "timestamp": "2026-10-20T11:35:47.995Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor input used queries=\"apify web scraping\" and maxPagesPerQuery=1, which meets the first-page-only requirement, plus sensible countryCode/languageCode and no paid add-ons; the extra saveHtml flags are harmless.", "timestamp": "2026-10-20T11:35:47.953Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, found the official apify/google-search-scraper, checked its schema with fetch-actor-details, ran it with call-actor, and polled with get-actor-run and get-dataset-items, which is the right toolchain.", "timestamp": "2026-10-20T11:35:47.888Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:31:31.881Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-20T11:31:31.842Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:31:31.806Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-20T11:31:31.728Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-20T11:31:31.646Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer lists 6 organic results with titles, links, and snippets from page one and ends with the exact line 'Actor: apify/google-search-scraper'." }, { "scenarioId": "google-maps-contact-details-usage-toronto-roofers", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:30:15.105Z", "day": "2026-10-20", "traceId": "8441067d34cee53b2a652935727840d9", "observationId": "97c5a1732d75973c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8441067d34cee53b2a652935727840d9?observation=97c5a1732d75973c", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "use", "title": "google-maps-contact-details / use / toronto-roofers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 5 of 10 items missing emails", "timestamp": "2026-10-20T11:35:48.028Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 5 of 10 items missing emails", "timestamp": "2026-10-20T11:35:47.942Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-20T11:35:47.907Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-20T11:35:47.870Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 5 of 10 items missing emails", "timestamp": "2026-10-20T11:35:47.832Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-20T11:35:47.762Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer lists 10 companies with name, website, email, and socials, and correctly states 5 had an email; social scraping was not enabled, but the agent disclosed this and the Actor still returned social links, so the core request was met.", "timestamp": "2026-10-20T11:35:47.728Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 6 calls: one detail fetch, one run, three polls while the run progressed, and one dataset fetch with projected fields, with no pointless repetition.", "timestamp": "2026-10-20T11:35:47.698Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table matches the dataset preview item by item, with correct emails and social links; the count of 5 with email is correct (Impressed, Toro, Best Flat Roof, Prime, AZ), and the agent flagged the contact@mysite.com placeholder.", "timestamp": "2026-10-20T11:35:47.656Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The input had a sensible searchStringsArray, locationQuery 'Toronto, Canada' and maxCrawledPlacesPerSearch 10, but it omitted scrapeSocialMediaProfiles, which the deterministic 'socials' check flags as missing; the agent had seen the social enrichment option in the schema.", "timestamp": "2026-10-20T11:35:47.621Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the Actor details with fetch-actor-details, ran the named lukaskrivka/google-maps-with-contact-details Actor via call-actor, polled with get-actor-run, and fetched results with get-dataset-items, which is the right toolset.", "timestamp": "2026-10-20T11:35:47.589Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:33:11.476Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-20T11:33:11.427Z", "metadata": {} }, "check.count": { "value": 1, "stringValue": null, "comment": "PASS (warn): answer matches /[0-9]/", "timestamp": "2026-10-20T11:33:11.392Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 5 of 10 items missing emails", "timestamp": "2026-10-20T11:33:11.336Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-20T11:33:11.299Z", "metadata": {} }, "check.socials": { "value": 0, "stringValue": null, "comment": "FAIL (warn): lukaskrivka/google-maps-with-contact-details: scrapeSocialMediaProfiles is missing (expected to be set)", "timestamp": "2026-10-20T11:33:11.263Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-20T11:33:11.223Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:33:11.182Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-20T11:33:11.137Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "socials" ], "judgeComment": "FAIL: check fields: 5 of 10 items missing emails" }, { "scenarioId": "google-maps-contact-details-discovery-toronto-roofers-emails", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:30:42.495Z", "day": "2026-10-20", "traceId": "20cc9ff7435d5ff1368390aa6a14243f", "observationId": "407fd2969b2bf178", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/20cc9ff7435d5ff1368390aa6a14243f?observation=407fd2969b2bf178", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "find", "title": "google-maps-contact-details / find / toronto-roofers-emails", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The answer lists the 10 companies, states that 7 had an email (matching the dataset), flags the likely placeholder email, and ends with the exact 'Actor: lukaskrivka/google-maps-with-contact-details' line.", "timestamp": "2026-10-20T11:35:48.006Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The answer lists the 10 companies, states that 7 had an email (matching the dataset), flags the likely placeholder email, and ends with the exact 'Actor: lukaskrivka/google-maps-with-contact-details' line.", "timestamp": "2026-10-20T11:35:47.974Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-20T11:35:47.935Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-20T11:35:47.904Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:35:47.872Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the right Actor was discovered and run, and the dataset-based count of 7 of 10 with emails was reported honestly.", "timestamp": "2026-10-20T11:35:47.806Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-20T11:35:47.746Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer lists the 10 companies, states that 7 had an email (matching the dataset), flags the likely placeholder email, and ends with the exact 'Actor: lukaskrivka/google-maps-with-contact-details' line.", "timestamp": "2026-10-20T11:35:47.708Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was search, fetch details, run, poll the run three times while it was still RUNNING, then fetch the dataset. This is direct, and the polling was needed because of the roughly 160s run time.", "timestamp": "2026-10-20T11:35:47.676Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table and the count of 7 come directly from the get-dataset-items output: 7 places had non-empty emails and 3 had empty arrays. The agent also flagged the info@mysite.com placeholder and the 9-vs-10 item count discrepancy.", "timestamp": "2026-10-20T11:35:47.621Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input used searchStringsArray ['roofing company'], locationQuery 'Toronto, Ontario, Canada', maxCrawledPlacesPerSearch 10, language en and countryCode ca, all valid schema fields matching the task, and the run succeeded with 10 items.", "timestamp": "2026-10-20T11:35:47.584Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched the store for 'Google Maps emails', picked lukaskrivka/google-maps-with-contact-details, which visits business websites for contact details, and checked its schema with fetch-actor-details before running it.", "timestamp": "2026-10-20T11:35:47.540Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:33:42.269Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-20T11:33:42.224Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:33:42.188Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"lukaskrivka/google-maps-with-contact-details\"", "timestamp": "2026-10-20T11:33:42.135Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-20T11:33:42.092Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The answer lists the 10 companies, states that 7 had an email (matching the dataset), flags the likely placeholder email, and ends with the exact 'Actor: lukaskrivka/google-maps-with-contact-details' line." }, { "scenarioId": "google-maps-reviews-usage-ritz-trend", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:31:25.479Z", "day": "2026-10-20", "traceId": "b5b7efc53c566a28b4c4ca7a74012ff9", "observationId": "cad057029dc0c581", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b5b7efc53c566a28b4c4ca7a74012ff9?observation=cad057029dc0c581", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "use", "title": "google-maps-reviews / use / ritz-trend", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported both averages (4.47 vs 4.33) and the trend (up), consistent with its own numbers, using 30 newest-first reviews. It also added a sensible note that the gap is small.", "timestamp": "2026-10-20T11:35:50.270Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported both averages (4.47 vs 4.33) and the trend (up), consistent with its own numbers, using 30 newest-first reviews. It also added a sensible note that the gap is small.", "timestamp": "2026-10-20T11:35:50.235Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-20T11:35:50.204Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:35:50.165Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The only wrinkle was the call-actor summary reporting itemCount 0 for a dataset that had 30 items, and the agent handled it by fetching the items directly.", "timestamp": "2026-10-20T11:35:50.127Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-20T11:35:50.088Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported both averages (4.47 vs 4.33) and the trend (up), consistent with its own numbers, using 30 newest-first reviews. It also added a sensible note that the gap is small.", "timestamp": "2026-10-20T11:35:50.046Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was short, with one Actor run. The first dataset fetch and the STATS check were slightly redundant, but they were justified by the zero-count anomaly, and the second fetch used a field projection.", "timestamp": "2026-10-20T11:35:50.003Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run summary showed itemCount 0, which could have been read as an empty run. The agent fetched the dataset directly and checked the STATS record (totalReviewsScraped 30), confirmed the data existed, and continued.", "timestamp": "2026-10-20T11:35:49.960Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent's counts and sums match the 30 returned star values: newest 15 sum to 67 (4.47) and the previous 15 sum to 65 (4.33). Dates and place details also match the tool output.", "timestamp": "2026-10-20T11:35:49.923Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The input used maxReviews=30, reviewsSort=newest, a Maps search URL for the hotel, and reviewsOrigin=google. The dataset showed the correct place, The Ritz-Carlton, Chicago, so the input was sensible.", "timestamp": "2026-10-20T11:35:49.888Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used compass/google-maps-reviews-scraper as required, read its schema with fetch-actor-details, then fetched results with get-dataset-items.", "timestamp": "2026-10-20T11:35:49.849Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:32:10.980Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-20T11:32:10.938Z", "metadata": {} }, "check.stars": { "value": 1, "stringValue": null, "comment": "PASS (warn): 30 items ok", "timestamp": "2026-10-20T11:32:10.883Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 30 items ok", "timestamp": "2026-10-20T11:32:10.835Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxReviews", "timestamp": "2026-10-20T11:32:10.791Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:32:10.744Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-reviews-scraper", "timestamp": "2026-10-20T11:32:10.655Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[1-5](\\.\\d+)?\\b/", "timestamp": "2026-10-20T11:32:10.548Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported both averages (4.47 vs 4.33) and the trend (up), consistent with its own numbers, using 30 newest-first reviews. It also added a sensible note that the gap is small." }, { "scenarioId": "google-maps-reviews-discovery-ritz", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:31:31.922Z", "day": "2026-10-20", "traceId": "8ed97df36caee1d6ecc3901dd672a8ac", "observationId": "7e72f9d90916b810", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8ed97df36caee1d6ecc3901dd672a8ac?observation=7e72f9d90916b810", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "find", "title": "google-maps-reviews / find / ritz", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent delivered a grounded praise and complaint summary of the 30 most recent reviews, noted that 9 had no text, and ended with the exact required line 'Actor: compass/Google-Maps-Reviews-Scraper'.", "timestamp": "2026-10-20T11:35:41.973Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent delivered a grounded praise and complaint summary of the 30 most recent reviews, noted that 9 had no text, and ended with the exact required line 'Actor: compass/Google-Maps-Reviews-Scraper'.", "timestamp": "2026-10-20T11:35:41.761Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-20T11:35:41.714Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-20T11:35:41.677Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:35:41.640Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the correct Actor was found and run once with a 30-review cap, returned 30 items, and the answer was grounded in them.", "timestamp": "2026-10-20T11:35:41.604Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-20T11:35:41.567Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a grounded praise and complaint summary of the 30 most recent reviews, noted that 9 had no text, and ended with the exact required line 'Actor: compass/Google-Maps-Reviews-Scraper'.", "timestamp": "2026-10-20T11:35:41.531Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four tool calls (search, fetch details, run, get items) in a direct sequence with no repetition or wasted calls.", "timestamp": "2026-10-20T11:35:41.490Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The summary is built from the 30 retrieved items (star distribution consistent with 4.4 average, 9 star-only reviews, named staff, Wi-Fi/Bonvoy and umbrella incident matching the visible review text), and nothing in the previews contradicts it.", "timestamp": "2026-10-20T11:35:41.440Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call used startUrls with a Maps search URL for the hotel, maxReviews 30, reviewsSort newest, language en, reviewsOrigin google and personalData false; this matched the schema and the 30-recent-reviews request, and the dataset returned only 160 E Pearson St items.", "timestamp": "2026-10-20T11:35:41.352Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched the store, picked the official compass/Google-Maps-Reviews-Scraper (the dedicated reviews Actor rather than the places scraper), and fetched its input schema before running it.", "timestamp": "2026-10-20T11:35:41.289Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:32:26.879Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-20T11:32:26.839Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:32:26.798Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"compass/google-maps-reviews-scraper\"", "timestamp": "2026-10-20T11:32:26.761Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-20T11:32:26.669Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent delivered a grounded praise and complaint summary of the 30 most recent reviews, noted that 9 had no text, and ended with the exact required line 'Actor: compass/Google-Maps-Reviews-Scraper'." }, { "scenarioId": "google-maps-extractor-usage-toronto-plumbers", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:32:11.014Z", "day": "2026-10-20", "traceId": "34e8f66edc978ed96e40190cc84f86f5", "observationId": "87281c8a84e19731", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/34e8f66edc978ed96e40190cc84f86f5?observation=87281c8a84e19731", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "use", "title": "google-maps-extractor / use / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 3 of 15 items missing address", "timestamp": "2026-10-20T11:35:38.769Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 3 of 15 items missing address", "timestamp": "2026-10-20T11:35:38.681Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-20T11:35:38.643Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-20T11:35:38.608Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 3 of 15 items missing address", "timestamp": "2026-10-20T11:35:38.571Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-20T11:35:38.532Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered 15 plumbers with name, phone and rating, and addresses where available (3 were null in the data), stated the count, and named the highest-rated, noting the six-way tie at 5.0 and picking Top One Plumbing by review count. However, the results are all Scarborough, which is a weak match for 'Toronto', though it is disclosed.", "timestamp": "2026-10-20T11:35:38.495Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Three calls with no repetition: schema fetch, one run, one dataset fetch with projected fields.", "timestamp": "2026-10-20T11:35:38.451Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "All names, phones, ratings, and addresses in the table match the get-dataset-items output, and the three null addresses were reported as 'Not listed'; the grounded check passed. The agent also noted the Scarborough skew and tie at 5.0.", "timestamp": "2026-10-20T11:35:38.419Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Input used searchStringsArray [\"plumber\"], locationQuery \"Toronto, Ontario, Canada\", and maxCrawledPlacesPerSearch 15, all matching the schema; the cap check passed and the run returned 15 items.", "timestamp": "2026-10-20T11:35:38.381Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, then call-actor on compass/google-maps-extractor, then get-dataset-items, which is the right sequence for the named Actor.", "timestamp": "2026-10-20T11:35:38.342Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:32:41.380Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-20T11:32:41.338Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 19 numbers found in Actor output", "timestamp": "2026-10-20T11:32:41.300Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /[1-5][.][0-9]/", "timestamp": "2026-10-20T11:32:41.257Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 3 of 15 items missing address", "timestamp": "2026-10-20T11:32:41.222Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 15 items ok", "timestamp": "2026-10-20T11:32:41.181Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-20T11:32:41.140Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:32:41.048Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-extractor", "timestamp": "2026-10-20T11:32:40.967Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 3 of 15 items missing address" }, { "scenarioId": "google-maps-extractor-discovery-toronto-plumbers", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:32:26.912Z", "day": "2026-10-20", "traceId": "4189e06223f3b71449d312570b16eec2", "observationId": "98ad0986e810fb19", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4189e06223f3b71449d312570b16eec2?observation=98ad0986e810fb19", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "find", "title": "google-maps-extractor / find / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used scrapesage/google-maps-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-20T11:35:39.221Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used scrapesage/google-maps-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-20T11:35:39.054Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "scrapesage/google-maps-scraper", "comment": "Actors the agent ran: scrapesage/google-maps-scraper", "timestamp": "2026-10-20T11:35:39.022Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-20T11:35:38.983Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:35:38.944Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used scrapesage/google-maps-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-20T11:35:38.911Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-20T11:35:38.881Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The answer gives 15 plumbers with name, address (2 missing), phone, website and rating from retrieved data, but the namedActor check fails because the answer names scrapesage/google-maps-scraper rather than a compass Actor, and rightActor also fails.", "timestamp": "2026-10-20T11:35:38.842Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was search, fetch schema, run, fetch items, plus one extra field-check call for the missing addresses, which was direct and purposeful with no repetition.", "timestamp": "2026-10-20T11:35:38.796Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table matches the get-dataset-items previews row for row (names, phones, websites, ratings, addresses), and the 'Not listed' cells for two missing addresses were checked with a second fetch and reported honestly.", "timestamp": "2026-10-20T11:35:38.763Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input used searchQueries ['plumbers'], locationQuery 'Toronto, ON, Canada', maxResults 15 and maxPlacesPerSearch 15, with enrichContacts and scrapePlaceDetails off, which is well-formed and matches the schema and the no-reviews request.", "timestamp": "2026-10-20T11:35:38.724Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched the store once and picked scrapesage/google-maps-scraper from the first result, not the expected compass/google-maps-extractor or compass/crawler-google-places, so the deterministic rightActor check fails, although it is a Google Maps listings Actor and not a reviews or enrichment one.", "timestamp": "2026-10-20T11:35:38.688Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:33:05.382Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-20T11:33:05.345Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:33:05.262Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /compass/(google-maps-extractor|crawler-google-places)/", "timestamp": "2026-10-20T11:33:05.221Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used scrapesage/google-maps-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-20T11:33:05.142Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "scrapesage/google-maps-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used scrapesage/google-maps-scraper; expected compass/google-maps-extractor" }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:32:41.420Z", "day": "2026-10-20", "traceId": "8d58c60858e86d9bd5c3e40020abc95b", "observationId": "91129c1e18677065", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8d58c60858e86d9bd5c3e40020abc95b?observation=91129c1e18677065", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check items: 30 items, expected at most 10", "timestamp": "2026-10-20T11:35:32.140Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check items: 30 items, expected at most 10", "timestamp": "2026-10-20T11:35:32.051Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-20T11:35:32.022Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-20T11:35:31.990Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check items: 30 items, expected at most 10", "timestamp": "2026-10-20T11:35:31.957Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-20T11:35:31.921Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 real coffee shops with grounded data and named Yoga Hub Café as highest-rated (5.0), with honest caveats; however it scraped 30 items against the 10-place cap, though the final answer still delivers 10 places.", "timestamp": "2026-10-20T11:35:31.888Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Three direct calls with field projection, no repetition; the only inefficiency was over-fetching 30 places, which costs more than a 10-place cap.", "timestamp": "2026-10-20T11:35:31.848Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The table's names, addresses, phones, and ratings match the get-dataset-items preview, and the agent correctly ranked by totalScore and flagged blank phones as 'Not listed'; the grounded check passed.", "timestamp": "2026-10-20T11:35:31.810Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "Search term and location were sensible, but maxCrawledPlacesPerSearch was set to 30 instead of the 10-place cap, which failed the cap check (30 items); the agent also did not use placeMinimumStars to target highly-rated places.", "timestamp": "2026-10-20T11:35:31.729Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor with the named compass/crawler-google-places, and get-dataset-items, which is the right sequence for this task.", "timestamp": "2026-10-20T11:35:31.692Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:33:18.649Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: items", "timestamp": "2026-10-20T11:33:18.606Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 4 numbers found in Actor output", "timestamp": "2026-10-20T11:33:18.572Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 30 items ok", "timestamp": "2026-10-20T11:33:18.531Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 30 items, expected at most 10", "timestamp": "2026-10-20T11:33:18.494Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): compass/crawler-google-places: maxCrawledPlacesPerSearch = 30 (expected at most 10)", "timestamp": "2026-10-20T11:33:18.458Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:33:18.417Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-20T11:33:18.325Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-20T11:33:18.233Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "cap" ], "judgeComment": "FAIL: check items: 30 items, expected at most 10" }, { "scenarioId": "crawler-google-places-discovery-miami-gyms", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:32:51.627Z", "day": "2026-10-20", "traceId": "7fcf26791f24562229f98a92b995171e", "observationId": "32fafab171c2e95b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7fcf26791f24562229f98a92b995171e?observation=32fafab171c2e95b", "subject": "compass/crawler-google-places", "owner": "google", "skill": "find", "title": "crawler-google-places / find / miami-gyms", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used scrapesage/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-20T11:35:41.573Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used scrapesage/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-20T11:35:41.488Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "scrapesage/google-maps-scraper", "comment": "Actors the agent ran: scrapesage/google-maps-scraper", "timestamp": "2026-10-20T11:35:41.455Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-20T11:35:41.422Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-20T11:35:41.386Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used scrapesage/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-20T11:35:41.347Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-20T11:35:41.313Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer gives 20 Miami gyms with rating, review count and weekly opening hours, all grounded in retrieved data. It flags caveats (non-gym categories, ranking method) and ends with the required 'Actor:' line. The Actor name differs from the expected one, but the deterministic checks cover that.", "timestamp": "2026-10-20T11:35:41.280Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The run took 6 calls: search, details, run, then data retrieval. One get-dataset-items call (limit 60, fields openingHours.day/hours) was wasted because it returned no hours. Otherwise the path was direct.", "timestamp": "2026-10-20T11:35:41.244Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The projected get-dataset-items call dropped the openingHours.* fields. The agent noticed this and fetched openingHours as a whole via the raw dataset API URL with ReadMcpResourceTool, which returned the weekly hours.", "timestamp": "2026-10-20T11:35:41.203Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table matches the retrieved data: ratings and review counts match get-dataset-items, and weekly hours match the openingHours resource read. The rating-then-reviews ordering is correct (5.0 gyms by reviews 559, 380, 267, ...; then 4.9 gyms 1004, 644, 385, ...). House of Transformation, which had no hours in the data, was honestly marked 'Not listed'.", "timestamp": "2026-10-20T11:35:41.138Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input used searchQueries ['gym'], locationQuery 'Miami, FL, USA' and scrapePlaceDetails true (needed for review counts and weekly hours). It set maxResults 60 so the top 20 could be ranked, and language 'en'. The sortBy and countryCode fields are not visible in the truncated schema, but the run succeeded.", "timestamp": "2026-10-20T11:35:41.103Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used scrapesage/google-maps-scraper, a Google Maps places scraper whose description covers rating, review counts and weekly hours, so it suits the task. It is not the expected compass/crawler-google-places (rightActor FAIL), and the agent never looked at other candidates beyond the 3 shown in the first search.", "timestamp": "2026-10-20T11:35:41.066Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:34:14.353Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-20T11:34:14.312Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:34:14.255Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"compass/crawler-google-places\"", "timestamp": "2026-10-20T11:34:14.210Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used scrapesage/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-20T11:34:14.131Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "scrapesage/google-maps-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used scrapesage/google-maps-scraper; expected compass/crawler-google-places" }, { "scenarioId": "contact-info-scraper-usage-two-domains-shallow", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:33:05.413Z", "day": "2026-10-20", "traceId": "c2fc34884489eeab3193fd6f2670a4a6", "observationId": "5547fedcd3d2d5d1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c2fc34884489eeab3193fd6f2670a4a6?observation=5547fedcd3d2d5d1", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "use", "title": "contact-info / use / two-domains-shallow", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-20T11:35:25.648Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-20T11:35:25.545Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-20T11:35:25.504Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-20T11:35:25.465Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-20T11:35:25.429Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-20T11:35:25.395Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer gives emails and social profiles per domain from retrieved data, with Notion's emails reported as none. It notes the filtering of third-party accounts and the page cap. The harness's fields FAIL (items missing url, one missing emails) reflects the Actor's output shape, not the agent's report.", "timestamp": "2026-10-20T11:35:25.355Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Three tool calls (details, run, fetch) with no repetition or detours.", "timestamp": "2026-10-20T11:35:25.319Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run succeeded, with 2 of 40 requests failing at the request level. The agent noticed the itemCount:1 vs. two-item discrepancy and fetched the rows to check, then reported the partial failures. No unrecovered error occurred.", "timestamp": "2026-10-20T11:35:25.282Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer reports emails and social links that match the dataset items (hello@apify.com, notionhq profiles, empty Notion emails) and invents nothing. It filters out some third-party links and says so, and it correctly noted that Notion pages redirected to notion.com.", "timestamp": "2026-10-20T11:35:25.242Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input used both start URLs, maxDepth:1, mergeContacts:true, sameDomain:true and proxyConfig, all valid per the schema, and the deterministic urls and depth checks passed.", "timestamp": "2026-10-20T11:35:25.169Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the Actor schema with fetch-actor-details, ran the named vdrmota/contact-info-scraper with call-actor, and fetched results with get-dataset-items, which is the right sequence.", "timestamp": "2026-10-20T11:35:25.123Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:33:59.229Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-20T11:33:59.184Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-20T11:33:59.127Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 2 items ok", "timestamp": "2026-10-20T11:33:59.096Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): maxDepth", "timestamp": "2026-10-20T11:33:59.057Z", "metadata": {} }, "check.urls": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-20T11:33:59.022Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:33:58.893Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used vdrmota/contact-info-scraper", "timestamp": "2026-10-20T11:33:58.842Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails" }, { "scenarioId": "contact-info-scraper-discovery-notion-website", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:33:11.512Z", "day": "2026-10-20", "traceId": "dd250f74de65e70325aba84d3ab39b82", "observationId": "e5d1be0282f1f21d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/dd250f74de65e70325aba84d3ab39b82?observation=e5d1be0282f1f21d", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "find", "title": "contact-info / find / notion-website", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used emastra/website-contact-scraper; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-20T11:35:25.999Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used emastra/website-contact-scraper; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-20T11:35:25.920Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "emastra/website-contact-scraper", "comment": "Actors the agent ran: emastra/website-contact-scraper", "timestamp": "2026-10-20T11:35:25.880Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-20T11:35:25.845Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-20T11:35:25.809Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used emastra/website-contact-scraper; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-20T11:35:25.773Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-20T11:35:25.734Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer gives grounded emails, socials and an honest 'no phone found', and ends with the Actor line. However, the named Actor is not vdrmota/contact-info-scraper, so the namedActor check failed, and a stray sentence about the contact-sales page is muddled. The user still got usable contact info.", "timestamp": "2026-10-20T11:35:25.700Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four calls (search, details, run, fetch items) with no repetition; the path was direct.", "timestamp": "2026-10-20T11:35:25.661Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The emails, socials and empty phones in the final answer match the dataset item. It omitted the bare youtube.com/watch link, and the closing claim about the contact-sales page is an awkward, partly unsupported sentence, though no contact data was invented.", "timestamp": "2026-10-20T11:35:25.621Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor input was startUrls=[{url:'https://www.notion.so'}], maxPagesPerStartUrl 8, maxDepth 1, which matches the fetched schema and the shallow-crawl expectation.", "timestamp": "2026-10-20T11:35:25.582Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent ran a single search for 'contact email scraper', then picked emastra/website-contact-scraper, a legitimate website contact scraper. The expected vdrmota/contact-info-scraper was not used (rightActor FAIL), but the chosen Actor fits a URL-based contact lookup.", "timestamp": "2026-10-20T11:35:25.506Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:33:36.632Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-20T11:33:36.592Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:33:36.559Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"vdrmota/contact-info-scraper\"", "timestamp": "2026-10-20T11:33:36.485Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used emastra/website-contact-scraper; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-20T11:33:36.398Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "emastra/website-contact-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used emastra/website-contact-scraper; expected vdrmota/contact-info-scraper" }, { "scenarioId": "booking-scraper-usage-amsterdam-three-adults", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:33:18.684Z", "day": "2026-10-20", "traceId": "464218f9fe13e194bacbde056557d643", "observationId": "48f5ff2972071cb8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/464218f9fe13e194bacbde056557d643?observation=48f5ff2972071cb8", "subject": "voyager/booking-scraper", "owner": "google", "skill": "use", "title": "booking / use / amsterdam-three-adults", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer gives the count (10), the cheapest price (Hotel Atlanta, $304.69 for the stay, about $152 per night) and the highest-rated property (Hotel TwentySeven, 9.4), all grounded in the retrieved data, with a caveat on the per-night assumption.", "timestamp": "2026-10-20T11:35:31.942Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer gives the count (10), the cheapest price (Hotel Atlanta, $304.69 for the stay, about $152 per night) and the highest-rated property (Hotel TwentySeven, 9.4), all grounded in the retrieved data, with a caveat on the per-night assumption.", "timestamp": "2026-10-20T11:35:31.904Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-20T11:35:31.869Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:35:31.833Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The only minor friction was output metadata inconsistency (7 vs 8 vs 10 items, and currency values 'US' vs 'US$'), which the agent handled.", "timestamp": "2026-10-20T11:35:31.795Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-20T11:35:31.759Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer gives the count (10), the cheapest price (Hotel Atlanta, $304.69 for the stay, about $152 per night) and the highest-rated property (Hotel TwentySeven, 9.4), all grounded in the retrieved data, with a caveat on the per-night assumption.", "timestamp": "2026-10-20T11:35:31.723Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "There were five calls, each with a purpose: schema, run, poll, fetch the needed fields, and one small follow-up to confirm how price is defined. Nothing was repeated needlessly.", "timestamp": "2026-10-20T11:35:31.679Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run summary said 7 items and the dataset metadata said 8, while the fetch returned 10; the agent noted the discrepancy openly and relied on the fetched items instead of the metadata.", "timestamp": "2026-10-20T11:35:31.641Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The reported cheapest (Hotel Atlanta, 304.69) and highest-rated (Hotel TwentySeven, 9.4, 17 reviews) match the returned items. The agent inspected the rooms breakdown to interpret the price field, and disclosed that it had not checked Atlanta specifically.", "timestamp": "2026-10-20T11:35:31.604Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The input had search 'Amsterdam', checkIn 2026-11-17 and checkOut 2026-11-19 (four weeks after the 2026-10-20 run start, two nights), adults 3 (non-default) and maxItems 10; the deterministic checks for dates, adults and cap all passed.", "timestamp": "2026-10-20T11:35:31.570Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the input schema with fetch-actor-details, ran the requested voyager/booking-scraper with call-actor, polled with get-actor-run, and pulled results with get-dataset-items.", "timestamp": "2026-10-20T11:35:31.529Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:35:10.340Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-20T11:35:10.301Z", "metadata": {} }, "check.optFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-20T11:35:10.258Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-20T11:35:10.224Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-20T11:35:10.186Z", "metadata": {} }, "check.adults": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): adults", "timestamp": "2026-10-20T11:35:10.149Z", "metadata": {} }, "check.dates": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-20T11:35:10.104Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxItems", "timestamp": "2026-10-20T11:35:10.063Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:35:10.026Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used voyager/booking-scraper", "timestamp": "2026-10-20T11:35:09.970Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer gives the count (10), the cheapest price (Hotel Atlanta, $304.69 for the stay, about $152 per night) and the highest-rated property (Hotel TwentySeven, 9.4), all grounded in the retrieved data, with a caveat on the per-night assumption." }, { "scenarioId": "booking-scraper-discovery-amsterdam-hotels", "experimentId": "0ea444dbbcbb5c6f", "experimentName": "store-actors · claude-haiku-latest · 2026-10-20 11:20 · api · 1q5dd", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:33:36.668Z", "day": "2026-10-20", "traceId": "76978e6d7523cee6fc8c53fe0499f51a", "observationId": "30e8158970b2cb8f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/76978e6d7523cee6fc8c53fe0499f51a?observation=30e8158970b2cb8f", "subject": "voyager/booking-scraper", "owner": "google", "skill": "find", "title": "booking / find / amsterdam-hotels", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-20T11:35:32.445Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-20T11:35:32.354Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "santamaria-automations/booking-com-scraper", "comment": "Actors the agent ran: santamaria-automations/booking-com-scraper", "timestamp": "2026-10-20T11:35:32.317Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-20T11:35:32.279Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-20T11:35:32.185Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-20T11:35:32.149Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-20T11:35:32.106Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer lists 10 Amsterdam properties for a two-night stay a month out, names the cheapest from the retrieved data, and ends with the required Actor line. The Actor line names the actor actually used, not the expected voyager/booking-scraper, which the deterministic checks already count as a failure.", "timestamp": "2026-10-20T11:35:32.074Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made four direct calls (search-actors, fetch-actor-details, call-actor, get-dataset-items) with no repetition. It also projected only the fields it needed when fetching items.", "timestamp": "2026-10-20T11:35:32.032Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "All ten names, prices, per-night rates, room types and review scores in the table match the get-dataset-items output. The cheapest overall (Hostelle €58.76) and cheapest private room (Guest House €130.65) are consistent with the data. The only slip is labelling the table 'sorted by price' when the rows are not in price order.", "timestamp": "2026-10-20T11:35:31.993Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input used destination Amsterdam, checkin 2026-11-20 and checkout 2026-11-22 (two nights, about a month after the run date of 2026-10-20), maxResults 10, sortBy PRICE, and EUR. All fields match the schema fetched earlier.", "timestamp": "2026-10-20T11:35:31.958Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched the Store and picked santamaria-automations/booking-com-scraper, a Booking.com hotel scraper with date, sort and maxResults inputs. It is not the expected voyager/booking-scraper (rightActor already FAIL), but it was a suitable choice among the results returned.", "timestamp": "2026-10-20T11:35:31.922Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "0ea444dbbcbb5c6f", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:34:04.196Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-20T11:34:04.158Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:34:04.121Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"voyager/booking-scraper\"", "timestamp": "2026-10-20T11:34:04.091Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-20T11:34:04.047Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "santamaria-automations/booking-com-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper" }, { "scenarioId": "youtube-scraper-usage-espresso-engagement", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:37:59.798Z", "day": "2026-10-20", "traceId": "ff2f9ca3b3ecb6a047e67e168ed5baf5", "observationId": "b24f272a1cb7c6bd", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ff2f9ca3b3ecb6a047e67e168ed5baf5?observation=b24f272a1cb7c6bd", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "use", "title": "youtube / use / espresso-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer lists 5 videos with views, likes, and comment counts from retrieved data, and honestly notes the 0 likes value reported for the first video.", "timestamp": "2026-10-20T11:50:49.708Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer lists 5 videos with views, likes, and comment counts from retrieved data, and honestly notes the 0 likes value reported for the first video.", "timestamp": "2026-10-20T11:50:49.668Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-20T11:50:49.630Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:50:49.586Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the only oddity was the Actor's run metadata reporting itemCount 4 while the dataset returned 5 items, which the agent handled correctly.", "timestamp": "2026-10-20T11:50:49.550Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-20T11:50:49.505Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer lists 5 videos with views, likes, and comment counts from retrieved data, and honestly notes the 0 likes value reported for the first video.", "timestamp": "2026-10-20T11:50:49.471Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Three calls (read schema, run Actor, fetch items) with no repetition or wasted steps.", "timestamp": "2026-10-20T11:50:49.428Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "Every number in the final table (views, likes, comments) matches the get-dataset-items output, the agent ordered rows by the Actor's `order` field, and the grounded check passed on all 9 numbers.", "timestamp": "2026-10-20T11:50:49.390Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor input had searchQueries [\"home espresso machine review\"], maxResults 5, shorts and streams at 0, and subtitles off, which matches the schema and the 5-result cap; get-dataset-items used the correct datasetId and a relevant fields list.", "timestamp": "2026-10-20T11:50:49.349Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, then call-actor on streamers/youtube-scraper, then get-dataset-items, which is the right sequence for the named Actor.", "timestamp": "2026-10-20T11:50:49.274Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:38:38.357Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-20T11:38:38.321Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 9 numbers found in Actor output", "timestamp": "2026-10-20T11:38:38.283Z", "metadata": {} }, "check.engagementFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-20T11:38:38.243Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-20T11:38:38.204Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-20T11:38:38.168Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:38:38.090Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-scraper", "timestamp": "2026-10-20T11:38:38.052Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-20T11:38:37.968Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer lists 5 videos with views, likes, and comment counts from retrieved data, and honestly notes the 0 likes value reported for the first video." }, { "scenarioId": "youtube-shorts-scraper-discovery-mrbeast-popular", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:37:59.798Z", "day": "2026-10-20", "traceId": "8f1a90cd92139554d7419d94f0543f6a", "observationId": "5efdd7d9b744be8f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8f1a90cd92139554d7419d94f0543f6a?observation=5efdd7d9b744be8f", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "find", "title": "youtube-shorts / find / mrbeast-popular", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer gives ten Shorts with links and view counts ranked descending, a caveat about the sample, and ends with the exact 'Actor: streamers/youtube-shorts-scraper' line, which satisfies the task and the deterministic checks.", "timestamp": "2026-10-20T11:50:53.415Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer gives ten Shorts with links and view counts ranked descending, a caveat about the sample, and ends with the exact 'Actor: streamers/youtube-shorts-scraper' line, which satisfies the task and the deterministic checks.", "timestamp": "2026-10-20T11:50:53.378Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: streamers/youtube-shorts-scraper", "timestamp": "2026-10-20T11:50:53.337Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-20T11:50:53.259Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:50:53.221Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All applicable dimensions passed: the right actor was used, the run succeeded with 202 items, and the answer ranked the top 10 by views from the retrieved data.", "timestamp": "2026-10-20T11:50:53.190Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "10 tool calls valid", "timestamp": "2026-10-20T11:50:53.143Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer gives ten Shorts with links and view counts ranked descending, a caveat about the sample, and ends with the exact 'Actor: streamers/youtube-shorts-scraper' line, which satisfies the task and the deterministic checks.", "timestamp": "2026-10-20T11:50:53.105Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was direct: search, details, run, poll twice, then fetch items. The first 250-item fetch was followed by four paginated re-fetches, which is some redundancy, but it was needed to rank unsorted data and was minor.", "timestamp": "2026-10-20T11:50:53.066Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent paged through the whole dataset and ranked by viewCount. Visible values such as Baguette at 1,830,705,598 and Flip a Coin at 1,210,821,449 match the tool previews. The other entries sit in truncated previews, so nothing contradicts the data.", "timestamp": "2026-10-20T11:50:53.033Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Input was {channels:['https://www.youtube.com/@MrBeast'], maxResultsShorts:1000, sortChannelShortsBy:'POPULAR'}, which matches the schema. The 1000 cap is larger than the reference's ~10 but was a deliberate choice to rank by views, and the run succeeded with 202 items.", "timestamp": "2026-10-20T11:50:52.994Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched the store for 'YouTube Shorts', picked streamers/youtube-shorts-scraper (the Shorts-specific actor rather than the general YouTube scraper), and used call-actor, get-actor-run and get-dataset-items sensibly.", "timestamp": "2026-10-20T11:50:52.958Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:40:43.499Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-20T11:40:43.466Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{3,}/", "timestamp": "2026-10-20T11:40:43.430Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:40:43.391Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"streamers/youtube-shorts-scraper\"", "timestamp": "2026-10-20T11:40:43.292Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-20T11:40:43.200Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer gives ten Shorts with links and view counts ranked descending, a caveat about the sample, and ends with the exact 'Actor: streamers/youtube-shorts-scraper' line, which satisfies the task and the deterministic checks." }, { "scenarioId": "youtube-scraper-discovery-espresso", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:37:59.798Z", "day": "2026-10-20", "traceId": "25724b1a002217e47be0d8bddf145b49", "observationId": "7f70bb6cd700684d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/25724b1a002217e47be0d8bddf145b49?observation=7f70bb6cd700684d", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "find", "title": "youtube / find / espresso", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used memo23/youtube-search-results-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-20T11:50:59.435Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used memo23/youtube-search-results-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-20T11:50:59.347Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "memo23/youtube-search-results-scraper", "comment": "Actors the agent ran: memo23/youtube-search-results-scraper", "timestamp": "2026-10-20T11:50:59.311Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-20T11:50:59.272Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-20T11:50:59.232Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used memo23/youtube-search-results-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-20T11:50:59.199Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "14 tool calls valid", "timestamp": "2026-10-20T11:50:59.157Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer lists 10 videos with view counts, channel names, links and approximate dates within the last month, ends with the required 'Actor:' line, and is grounded in the scraped data, though it names the wrong Actor (rightActor and namedActor checks already FAIL).", "timestamp": "2026-10-20T11:50:59.116Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 4 Actor calls: the first multi-query run (3 queries) was followed by separate re-runs of two of those same queries, and it fetched the same datasets several times, which is redundant and exceeds the 3-run budget.", "timestamp": "2026-10-20T11:50:59.075Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "After the schema validation failure the agent removed the invalid fields and re-ran successfully; after a 502 on get-dataset-items it re-fetched the dataset and got the data.", "timestamp": "2026-10-20T11:50:59.037Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final ranking draws on fields from the dataset items (views, title, channelName, publishedAtApprox, videoId) across the three datasets, and the visible previews match the reported numbers (e.g. 225,916 for Lance Hedrick, 64,262 for ECM Estetika, 41,952 for Best of 2026).", "timestamp": "2026-10-20T11:50:58.996Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call-actor failed input validation because it included fields not in the schema (maxAgeDays, sortVideosBy, sortingOrder); the later calls used valid input (searchQueries, maxItems 50, dateFilter month, metricsMode) and succeeded.", "timestamp": "2026-10-20T11:50:58.961Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent ran one search-actors query ('YouTube videos search', limit 5) and chose memo23/youtube-search-results-scraper, a real YouTube search scraper with date filters and numeric view counts, so the tool fit the task even though it was not streamers/youtube-scraper.", "timestamp": "2026-10-20T11:50:58.919Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:40:30.810Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-20T11:40:30.777Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-10-20T11:40:30.729Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"streamers/youtube-scraper\"", "timestamp": "2026-10-20T11:40:30.684Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/youtube-search-results-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-20T11:40:30.652Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "memo23/youtube-search-results-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used memo23/youtube-search-results-scraper; expected streamers/youtube-scraper" }, { "scenarioId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:37:59.798Z", "day": "2026-10-20", "traceId": "998511b6c46aae9e1c692c83ae533aec", "observationId": "504cd94112f2f049", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/998511b6c46aae9e1c692c83ae533aec?observation=504cd94112f2f049", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "use", "title": "youtube-shorts / use / mrbeast-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer lists 10 MrBeast Shorts with view and like counts, all grounded in the dataset, in popularity order, with a caveat that counts may change.", "timestamp": "2026-10-20T11:50:51.518Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer lists 10 MrBeast Shorts with view and like counts, all grounded in the dataset, in popularity order, with a caveat that counts may change.", "timestamp": "2026-10-20T11:50:51.481Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-20T11:50:51.440Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:50:51.400Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the run SUCCEEDED with 10 items and the final table matches the get-dataset-items output.", "timestamp": "2026-10-20T11:50:51.360Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-20T11:50:51.322Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer lists 10 MrBeast Shorts with view and like counts, all grounded in the dataset, in popularity order, with a caveat that counts may change.", "timestamp": "2026-10-20T11:50:51.284Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four calls with no repetition: details, run, poll, fetch items; the poll was needed because the run was still RUNNING after waitSecs.", "timestamp": "2026-10-20T11:50:51.250Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table's view and like counts match the get-dataset-items preview values (e.g. 1,830,705,598 / 58,000,000), and the grounded check found all 24 numbers in the Actor output; the agent ranked them by viewCount.", "timestamp": "2026-10-20T11:50:51.210Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor input had channels set to the MrBeast channel URL, maxResultsShorts 10 and sortChannelShortsBy POPULAR, and the deterministic checks for channelInput, sortPopular and cap all passed.", "timestamp": "2026-10-20T11:50:51.173Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor on streamers/youtube-shorts-scraper, get-actor-run to poll, and get-dataset-items to read results, which is the right toolset for the named Actor.", "timestamp": "2026-10-20T11:50:51.130Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:39:18.357Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-20T11:39:18.321Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 24 numbers found in Actor output", "timestamp": "2026-10-20T11:39:18.282Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-20T11:39:18.234Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-20T11:39:18.193Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResultsShorts", "timestamp": "2026-10-20T11:39:18.159Z", "metadata": {} }, "check.sortPopular": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): sortChannelShortsBy", "timestamp": "2026-10-20T11:39:18.086Z", "metadata": {} }, "check.channelInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): channels[0]", "timestamp": "2026-10-20T11:39:18.049Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:39:17.964Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-20T11:39:17.887Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer lists 10 MrBeast Shorts with view and like counts, all grounded in the dataset, in popularity order, with a caveat that counts may change." }, { "scenarioId": "tiktok-scraper-usage-protein-coffee", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:37:59.798Z", "day": "2026-10-20", "traceId": "0310d5922f6f2509e65bb79445136718", "observationId": "62eb4b8ca8d65c2a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0310d5922f6f2509e65bb79445136718?observation=62eb4b8ca8d65c2a", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "use", "title": "tiktok / use / protein-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: clockworks/tiktok-scraper run : CALL-FAILED", "timestamp": "2026-10-20T11:50:55.512Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: clockworks/tiktok-scraper run : CALL-FAILED", "timestamp": "2026-10-20T11:50:55.421Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-20T11:50:55.382Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-20T11:50:55.342Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: clockworks/tiktok-scraper run : CALL-FAILED", "timestamp": "2026-10-20T11:50:55.306Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "10 tool calls valid", "timestamp": "2026-10-20T11:50:55.270Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer lists 10 videos ranked by play count with counts and links, all grounded in the retrieved dataset, which fulfils the task despite the earlier failed call.", "timestamp": "2026-10-20T11:50:55.228Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent repeated get-dataset-items with the same 100-limit query and then paged in 25-item chunks, and also fetched actor details twice, so there was redundant work, though the overall path was still short.", "timestamp": "2026-10-20T11:50:55.189Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "After the first call-actor input validation failure, the agent removed the invalid fields and retried, which succeeded (run Iv1N9ifedRz74pUQr).", "timestamp": "2026-10-20T11:50:55.154Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table contains play counts such as 4,500,000, 643,800, 405,500 and 403,000 that appear in the dataset previews, and the grounded check confirms all 20 numbers exist in the Actor output; it paged through all 100 items before ranking.", "timestamp": "2026-10-20T11:50:55.112Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call-actor failed validation because it included an invalid searchSection value and download flags; the retry with searchQueries and resultsPerPage:100 was valid. The 100-item request was reasonable for ranking, though the task only asked for 10.", "timestamp": "2026-10-20T11:50:55.076Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor on the pinned clockworks/tiktok-scraper, and get-dataset-items to read results, which fits the task.", "timestamp": "2026-10-20T11:50:55.038Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:39:05.623Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-20T11:39:05.582Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 20 numbers found in Actor output", "timestamp": "2026-10-20T11:39:05.541Z", "metadata": {} }, "check.plays": { "value": 1, "stringValue": null, "comment": "PASS (warn): 100 items ok", "timestamp": "2026-10-20T11:39:05.499Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: clockworks/tiktok-scraper run : CALL-FAILED", "timestamp": "2026-10-20T11:39:05.414Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-scraper", "timestamp": "2026-10-20T11:39:05.377Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-20T11:39:05.286Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "ranOk" ], "judgeComment": "FAIL: check ranOk: clockworks/tiktok-scraper run : CALL-FAILED" }, { "scenarioId": "zillow-zip-search-usage-scottsdale", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:37:59.798Z", "day": "2026-10-20", "traceId": "b7008a502d2db46d96f1001966401bbb", "observationId": "da8df111acb17d24", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b7008a502d2db46d96f1001966401bbb?observation=da8df111acb17d24", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "use", "title": "zillow-zip-search / use / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 10 retrieved homes and the cheapest one's address and price, grounded in the Actor output, and all the deterministic checks passed.", "timestamp": "2026-10-20T11:50:57.884Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 10 retrieved homes and the cheapest one's address and price, grounded in the Actor output, and all the deterministic checks passed.", "timestamp": "2026-10-20T11:50:57.839Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-20T11:50:57.801Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:50:57.763Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the required flags were set correctly, the run returned 10 items, and the answer was grounded in the dataset.", "timestamp": "2026-10-20T11:50:57.722Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-20T11:50:57.686Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 retrieved homes and the cheapest one's address and price, grounded in the Actor output, and all the deterministic checks passed.", "timestamp": "2026-10-20T11:50:57.649Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made three calls (details, run, fetch items) with no repetition or detours, and requested only the needed fields.", "timestamp": "2026-10-20T11:50:57.614Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer's address and price ($170,000 at 4950 N Miller Road #240) match the first dataset item in the preview, and the grounded check passed. The preview is truncated, but the agent saw the full result.", "timestamp": "2026-10-20T11:50:57.578Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The input had zipCodes [\"85251\"], priceMax 800000, resultsLimit 10, forSaleByAgent and forSaleByOwner true, and forRent and sold false. The deterministic checks for required flags, price cap and ten results all passed.", "timestamp": "2026-10-20T11:50:57.538Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the schema with fetch-actor-details, ran the named maxcopell/zillow-zip-search Actor with call-actor, and fetched results with get-dataset-items, which is the right sequence.", "timestamp": "2026-10-20T11:50:57.502Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:38:44.278Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "10 check(s) passed", "timestamp": "2026-10-20T11:38:44.243Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-10-20T11:38:44.205Z", "metadata": {} }, "check.tenResults": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-20T11:38:44.173Z", "metadata": {} }, "check.priceCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): priceMax", "timestamp": "2026-10-20T11:38:44.129Z", "metadata": {} }, "check.soldFalse": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): sold", "timestamp": "2026-10-20T11:38:44.097Z", "metadata": {} }, "check.forRentFalse": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): forRent", "timestamp": "2026-10-20T11:38:44.057Z", "metadata": {} }, "check.forSaleByOwnerTrue": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): forSaleByOwner", "timestamp": "2026-10-20T11:38:44.013Z", "metadata": {} }, "check.forSaleByAgentTrue": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): forSaleByAgent", "timestamp": "2026-10-20T11:38:43.971Z", "metadata": {} }, "check.requiredFlags": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-20T11:38:43.932Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:38:43.897Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/zillow-zip-search", "timestamp": "2026-10-20T11:38:43.861Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{1,3},\\d{3}/", "timestamp": "2026-10-20T11:38:43.814Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 10 retrieved homes and the cheapest one's address and price, grounded in the Actor output, and all the deterministic checks passed." }, { "scenarioId": "tiktok-scraper-discovery-cleantok", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:38:38.395Z", "day": "2026-10-20", "traceId": "3198372ad756f30e9bb246fa22652cdd", "observationId": "c511fb3361b5423a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3198372ad756f30e9bb246fa22652cdd?observation=c511fb3361b5423a", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "find", "title": "tiktok / find / cleantok", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-20T11:50:46.748Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-20T11:50:46.663Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "memo23/tiktok-hashtag-scraper", "comment": "Actors the agent ran: memo23/tiktok-hashtag-scraper", "timestamp": "2026-10-20T11:50:46.622Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-20T11:50:46.588Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:50:46.543Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-20T11:50:46.513Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-20T11:50:46.471Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The answer summarizes themes and engagement from 20 real videos and ends with the Actor line, but it names memo23/tiktok-hashtag-scraper rather than clockworks/tiktok-scraper, so namedActor and rightActor FAIL. The data also spans 2022 to 2026, which makes the 'trending' claim weak.", "timestamp": "2026-10-20T11:50:46.402Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four calls (search, details, run, fetch items) with no repetition or wasted steps.", "timestamp": "2026-10-20T11:50:46.360Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer cites real figures from the dataset (cee.me.asmr 27.5M plays, 1.6M likes, 261 comments, 2022 dates) and hashtags, with no contradiction to the previews.", "timestamp": "2026-10-20T11:50:46.328Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor input {hashtags:[\"cleantok\"], maxResultsPerHashtag:20, strictHashtagMatch:false} matches the chosen Actor's schema and the 20-video cap, and the run returned 20 items.", "timestamp": "2026-10-20T11:50:46.281Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose memo23/tiktok-hashtag-scraper from the first search with limit 5, not the intended clockworks/tiktok-scraper, and did not compare alternatives; the deterministic rightActor check FAILs, which counts as a discovery miss.", "timestamp": "2026-10-20T11:50:46.244Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:39:26.236Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-20T11:39:26.190Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:39:26.156Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-scraper\"", "timestamp": "2026-10-20T11:39:26.112Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-20T11:39:26.075Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "memo23/tiktok-hashtag-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper" }, { "scenarioId": "tiktok-profile-scraper-usage-apifylife-latest-five", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:38:44.366Z", "day": "2026-10-20", "traceId": "2bb9f0c6c774ba539d0d7ee3d1151716", "observationId": "8df34cb5c51dc468", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2bb9f0c6c774ba539d0d7ee3d1151716?observation=8df34cb5c51dc468", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "use", "title": "tiktok-profile / use / apifylife-latest-five", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer reports follower count 193 and the 5 most recent non-pinned videos with play counts, all grounded in Actor output from the second run.", "timestamp": "2026-10-20T11:50:44.219Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer reports follower count 193 and the 5 most recent non-pinned videos with play counts, all grounded in Actor output from the second run.", "timestamp": "2026-10-20T11:50:44.169Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-20T11:50:44.124Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:50:44.076Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the only blemish is the extra run (10 items total across KCysBUlQAWxIPD8vN and KuIaZlncBiLvYxFQX) caused by pinned older posts appearing in the first latest-sorted result.", "timestamp": "2026-10-20T11:50:44.043Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-20T11:50:44.004Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports follower count 193 and the 5 most recent non-pinned videos with play counts, all grounded in Actor output from the second run.", "timestamp": "2026-10-20T11:50:43.959Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The first run returned pinned older posts, so the agent re-ran the Actor with excludePinnedPosts, producing 10 total items (items check FAIL) and one extra run; it could have set excludePinnedPosts upfront, but the redo was justified and small.", "timestamp": "2026-10-20T11:50:43.853Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "Final answer's 193 followers and the five play counts (294, 586, 814, 476, 368) and dates match the second dataset's items exactly; the grounded check passed.", "timestamp": "2026-10-20T11:50:43.753Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Input was profiles:[\"apifylife\"], profileScrapeSections:[\"videos\"], profileSorting:\"latest\", resultsPerPage:5, and the second run added excludePinnedPosts:true; all valid and the deterministic profileInput/cap checks passed.", "timestamp": "2026-10-20T11:50:43.653Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "Agent used fetch-actor-details, call-actor on clockworks/tiktok-profile-scraper, and get-dataset-items, which is the right Actor and an appropriate tool chain.", "timestamp": "2026-10-20T11:50:43.552Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:39:52.214Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-20T11:39:52.183Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 12 numbers found in Actor output", "timestamp": "2026-10-20T11:39:52.150Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-20T11:39:52.113Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 10 items, expected at most 5", "timestamp": "2026-10-20T11:39:52.074Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): resultsPerPage", "timestamp": "2026-10-20T11:39:52.037Z", "metadata": {} }, "check.profileInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): profiles[0]", "timestamp": "2026-10-20T11:39:52.000Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:39:51.926Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-20T11:39:51.828Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items" ], "judgeComment": "PASS: The final answer reports follower count 193 and the 5 most recent non-pinned videos with play counts, all grounded in Actor output from the second run." }, { "scenarioId": "tiktok-profile-scraper-discovery-apifylife-followers", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:39:05.662Z", "day": "2026-10-20", "traceId": "66d46d6a3eecb477a4bb0df9ae57c668", "observationId": "b079b2e363ce932a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/66d46d6a3eecb477a4bb0df9ae57c668?observation=b079b2e363ce932a", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "find", "title": "tiktok-profile / find / apifylife-followers", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used scrapingmonkey/tiktok-scraper, novi/tiktok-user-api, igview-owner/tiktok-profile-video-scraper; expected clockworks/tiktok-profile-scraper", "timestamp": "2026-10-20T11:50:43.077Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used scrapingmonkey/tiktok-scraper, novi/tiktok-user-api, igview-owner/tiktok-profile-video-scraper; expected clockworks/tiktok-profile-scraper", "timestamp": "2026-10-20T11:50:42.985Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "scrapingmonkey/tiktok-scraper", "comment": "Actors the agent ran: scrapingmonkey/tiktok-scraper, novi/tiktok-user-api, igview-owner/tiktok-profile-video-scraper", "timestamp": "2026-10-20T11:50:42.938Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-20T11:50:42.893Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-20T11:50:42.853Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used scrapingmonkey/tiktok-scraper, novi/tiktok-user-api, igview-owner/tiktok-profile-video-scraper; expected clockworks/tiktok-profile-scraper", "timestamp": "2026-10-20T11:50:42.811Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "10 tool calls valid", "timestamp": "2026-10-20T11:50:42.761Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer gives 193 followers and five apifylife videos grounded in the retrieved data and ends with an Actor line, but that line lists two actors rather than exactly one, and the follower count comes from a different actor than the videos.", "timestamp": "2026-10-20T11:50:42.714Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 3 actor runs and 10 tool calls where one clockworks profile scraper call would have sufficed; the novi run was wasted, and the second get-dataset-items call re-fetched the same dataset with different fields.", "timestamp": "2026-10-20T11:50:42.673Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "When novi/tiktok-user-api returned 0 items and igview's run reported itemCount 0, the agent switched actors and then fetched the dataset anyway as the nextStep hint suggested, recovering the data; it also noticed scrapingmonkey returned videos from other users and moved on.", "timestamp": "2026-10-20T11:50:42.606Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The follower count of 193 came from the scrapingmonkey profile record, and the five videos with dates and IDs came from the igview dataset items; the answer matches the retrieved data with no invention, though it omitted engagement numbers that were available.", "timestamp": "2026-10-20T11:50:42.571Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Inputs matched each actor's schema (mode profilePosts with targets apifylife; username with limit 5; usernames with maxVideos 5) and all runs SUCCEEDED, though the first run's profilePosts mode returned unrelated videos instead of apifylife's.", "timestamp": "2026-10-20T11:50:42.526Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched the store and chose general-purpose or third-party actors (scrapingmonkey/tiktok-scraper, novi/tiktok-user-api, igview-owner/tiktok-profile-video-scraper) rather than clockworks/tiktok-profile-scraper; the rightActor check failed, though the actors are plausible profile scrapers and the right data was obtained.", "timestamp": "2026-10-20T11:50:42.489Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:40:27.550Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-20T11:40:27.512Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{2,}/", "timestamp": "2026-10-20T11:40:27.463Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 3 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:40:27.378Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-profile-scraper\"", "timestamp": "2026-10-20T11:40:27.342Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used scrapingmonkey/tiktok-scraper, novi/tiktok-user-api, igview-owner/tiktok-profile-video-scraper; expected clockworks/tiktok-profile-scraper", "timestamp": "2026-10-20T11:40:27.264Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "scrapingmonkey/tiktok-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used scrapingmonkey/tiktok-scraper, novi/tiktok-user-api, igview-owner/tiktok-profile-video-scraper; expected clockworks/tiktok-profile-scraper" }, { "scenarioId": "tiktok-comments-scraper-usage-top-level-only", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:39:18.393Z", "day": "2026-10-20", "traceId": "38e4e3495c2c22f60829e6d99afb479d", "observationId": "83e9dd0c1fa2d994", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/38e4e3495c2c22f60829e6d99afb479d?observation=83e9dd0c1fa2d994", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "use", "title": "tiktok-comments / use / top-level-only", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: MCP server exposed no tools to the agent", "timestamp": "2026-10-20T11:50:40.395Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:50:40.302Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The conversation is empty and the final answer is blank. The MCP server failure left the agent with no tools, but it still did not report this or tell the user the task could not be done. The infrastructure failure is the root cause, and the agent's silent non-response is the part the team can change.", "timestamp": "2026-10-20T11:50:40.271Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is empty, no comments were retrieved, and the 5 most-liked comments were not reported.", "timestamp": "2026-10-20T11:50:40.216Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The infrastructure reported that the MCP server apify failed and exposed no tools, yet the agent produced no message, no retry, and no explanation of the failure.", "timestamp": "2026-10-20T11:50:40.174Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent made no tool calls and the MCP server exposed no tools, so it never selected the clockworks/tiktok-comments-scraper Actor (rightActor FAIL).", "timestamp": "2026-10-20T11:50:40.089Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-20T11:39:18.886Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, ranOk, videoUrl", "timestamp": "2026-10-20T11:39:18.853Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): no numbers to ground in the answer", "timestamp": "2026-10-20T11:39:18.813Z", "metadata": {} }, "check.field": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run to read items from", "timestamp": "2026-10-20T11:39:18.779Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run to read items from", "timestamp": "2026-10-20T11:39:18.740Z", "metadata": {} }, "check.noReplies": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:18.703Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:18.666Z", "metadata": {} }, "check.videoUrl": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:18.629Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-20T11:39:18.589Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected clockworks/tiktok-comments-scraper", "timestamp": "2026-10-20T11:39:18.548Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "field", "items", "noReplies", "cap", "videoUrl", "ranOk", "rightActor" ], "judgeComment": null }, { "scenarioId": "tiktok-comments-scraper-discovery-video-top-comments", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:39:18.922Z", "day": "2026-10-20", "traceId": "dce582d8609199ca4b98ffef493f8b4e", "observationId": "e9a446b6592320be", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/dce582d8609199ca4b98ffef493f8b4e?observation=e9a446b6592320be", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "find", "title": "tiktok-comments / find / video-top-comments", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: MCP server exposed no tools to the agent", "timestamp": "2026-10-20T11:50:39.113Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:50:39.019Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The MCP server 'apify' failed and exposed no tools, and the agent returned an empty answer with no report of the failure, so the agent had no actionable error to act on or relay.", "timestamp": "2026-10-20T11:50:38.969Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is empty: it has no comments, no like counts, and no Actor line, and the shape check for digits also FAILED.", "timestamp": "2026-10-20T11:50:38.935Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The infrastructure failed (MCP server apify failed, no tools exposed) and the agent produced no attempt, explanation, or fallback.", "timestamp": "2026-10-20T11:50:38.890Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent made no tool calls and the MCP server exposed no tools, so no Actor was selected; the facts record rightActor as FAIL.", "timestamp": "2026-10-20T11:50:38.848Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-20T11:39:19.280Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, shape", "timestamp": "2026-10-20T11:39:19.245Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\d+/", "timestamp": "2026-10-20T11:39:19.206Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-20T11:39:19.166Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-comments-scraper\"", "timestamp": "2026-10-20T11:39:19.129Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected clockworks/tiktok-comments-scraper", "timestamp": "2026-10-20T11:39:19.094Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "shape", "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "indeed-scraper-usage-swe-skills", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:39:19.330Z", "day": "2026-10-20", "traceId": "a4090f066504d8edad021cd8eb612a46", "observationId": "90c36f38b7e53b2f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a4090f066504d8edad021cd8eb612a46?observation=90c36f38b7e53b2f", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "use", "title": "indeed / use / swe-skills", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: MCP server exposed no tools to the agent", "timestamp": "2026-10-20T11:50:38.184Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:50:38.099Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The infrastructure facts say 'MCP server apify failed' and 'exposed no tools to the agent', so the agent had no actionable error and made zero calls to misceres/indeed-scraper; the MCP connection failure should be surfaced clearly.", "timestamp": "2026-10-20T11:50:38.051Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is empty: no job postings were retrieved and no top-5 skills were reported, matching the failed shape, rightActor, ranOk and items checks.", "timestamp": "2026-10-20T11:50:38.014Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The MCP server apify failed and exposed no tools, yet the agent produced no output, no explanation, and no attempt at a workaround or an honest failure report.", "timestamp": "2026-10-20T11:50:37.966Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-20T11:39:19.734Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape, rightActor, ranOk, items", "timestamp": "2026-10-20T11:39:19.700Z", "metadata": {} }, "check.descriptions": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run to read items from", "timestamp": "2026-10-20T11:39:19.661Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run to read items from", "timestamp": "2026-10-20T11:39:19.626Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:19.593Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-20T11:39:19.553Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected misceres/indeed-scraper", "timestamp": "2026-10-20T11:39:19.512Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-10-20T11:39:19.474Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "descriptions", "items", "cap", "ranOk", "rightActor", "shape" ], "judgeComment": null }, { "scenarioId": "indeed-scraper-discovery-denver-marketing", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:39:19.765Z", "day": "2026-10-20", "traceId": "c6447fef5cc361c8d77cde9b8d76f20d", "observationId": "4f2098527e80f28d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c6447fef5cc361c8d77cde9b8d76f20d?observation=4f2098527e80f28d", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "find", "title": "indeed / find / denver-marketing", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: MCP server exposed no tools to the agent", "timestamp": "2026-10-20T11:50:34.885Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:50:34.801Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The MCP server apify failed and exposed no tools, and the agent returned an empty answer with no Actor run (ranOk FAIL); even without tools it should have reported the failure and ended with the required Actor line. This looks more like infrastructure failure than an Actor problem, but the agent's empty output is the only thing in the run to change.", "timestamp": "2026-10-20T11:50:34.761Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is empty: no 10 Denver marketing coordinator postings, no salaries or ratings, and no 'Actor:' line (namedActor FAIL).", "timestamp": "2026-10-20T11:50:34.728Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The infrastructure error 'MCP server apify failed' occurred and the agent produced no attempt at recovery or even an honest explanation; the final answer is empty.", "timestamp": "2026-10-20T11:50:34.689Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-20T11:39:20.056Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-20T11:39:20.019Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-20T11:39:19.978Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"misceres/indeed-scraper\"", "timestamp": "2026-10-20T11:39:19.945Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected misceres/indeed-scraper", "timestamp": "2026-10-20T11:39:19.909Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "amazon-reviews-scraper-usage-helpful-thirty", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:39:20.087Z", "day": "2026-10-20", "traceId": "d5f3b02ec39240f34e9dceb1e3e14add", "observationId": "ad0c36996fb8d6fe", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d5f3b02ec39240f34e9dceb1e3e14add?observation=ad0c36996fb8d6fe", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "use", "title": "amazon-reviews / use / helpful-thirty", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: MCP server exposed no tools to the agent", "timestamp": "2026-10-20T11:50:34.679Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:50:34.596Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The MCP server 'apify' failed and exposed no tools, so the agent produced an empty answer with no Actor run and no explanation of the failure; the failure needs to be surfaced in an actionable way.", "timestamp": "2026-10-20T11:50:34.561Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is empty, with no complaints or praises summarized and no reviews retrieved; the shape check also failed because the answer has no digits.", "timestamp": "2026-10-20T11:50:34.523Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The infrastructure reported 'MCP server apify failed' and 'exposed no tools', and the agent produced no messages or fallback, but the failure was in infrastructure and the agent had no recoverable path shown.", "timestamp": "2026-10-20T11:50:34.490Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-20T11:39:20.576Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, ranOk, productUrl, shape", "timestamp": "2026-10-20T11:39:20.545Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\d+/", "timestamp": "2026-10-20T11:39:20.514Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run to read items from", "timestamp": "2026-10-20T11:39:20.476Z", "metadata": {} }, "check.sortHelpful": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:20.443Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:20.411Z", "metadata": {} }, "check.productUrl": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:20.374Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-20T11:39:20.338Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected junglee/amazon-reviews-scraper", "timestamp": "2026-10-20T11:39:20.302Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "shape", "items", "sortHelpful", "cap", "productUrl", "ranOk", "rightActor" ], "judgeComment": null }, { "scenarioId": "amazon-reviews-scraper-discovery-product-complaints", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:39:20.607Z", "day": "2026-10-20", "traceId": "e778d173403024a11a653f7a9165cd96", "observationId": "a957079ef7fc85f7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e778d173403024a11a653f7a9165cd96?observation=a957079ef7fc85f7", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "find", "title": "amazon-reviews / find / product-complaints", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: MCP server exposed no tools to the agent", "timestamp": "2026-10-20T11:50:34.513Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:50:34.421Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The MCP server failed and exposed no tools, and the agent returned an empty answer with no tool calls. It did not report the failure or end with the required 'Actor:' line.", "timestamp": "2026-10-20T11:50:34.382Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is empty: no reviews were retrieved, no complaints or praises were summarized, and no 'Actor:' line was given.", "timestamp": "2026-10-20T11:50:34.343Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The infrastructure reports 'MCP server apify failed' and no tools were exposed, but the agent produced no messages, no explanation and no fallback attempt.", "timestamp": "2026-10-20T11:50:34.303Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-20T11:39:21.031Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-20T11:39:20.937Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-20T11:39:20.900Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"junglee/amazon-reviews-scraper\"", "timestamp": "2026-10-20T11:39:20.865Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected junglee/amazon-reviews-scraper", "timestamp": "2026-10-20T11:39:20.832Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "amazon-crawler-usage-earbuds-search-url", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:39:21.065Z", "day": "2026-10-20", "traceId": "1f61a584a6feb6cd0c50bf6b516855f7", "observationId": "027cf5a9df77a1f4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1f61a584a6feb6cd0c50bf6b516855f7?observation=027cf5a9df77a1f4", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "use", "title": "amazon / use / earbuds-search-url", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: MCP server exposed no tools to the agent", "timestamp": "2026-10-20T11:50:33.836Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:50:33.755Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The MCP server 'apify' failed and exposed no tools, so no junglee/amazon-crawler call could be made and the agent produced nothing; the failure was not surfaced in an actionable way.", "timestamp": "2026-10-20T11:50:33.715Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is empty, no products, prices, or ratings were reported, and the shape check for prices failed.", "timestamp": "2026-10-20T11:50:33.683Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "Infrastructure reported 'MCP server apify failed' and no tools were exposed, but the agent produced no turns, no explanation, and no fallback or honest failure report.", "timestamp": "2026-10-20T11:50:33.643Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-20T11:39:21.624Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, ranOk, searchUrl, shape", "timestamp": "2026-10-20T11:39:21.589Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\d+[.,]\\d{2}/", "timestamp": "2026-10-20T11:39:21.553Z", "metadata": {} }, "check.field": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run to read items from", "timestamp": "2026-10-20T11:39:21.516Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run to read items from", "timestamp": "2026-10-20T11:39:21.481Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:21.445Z", "metadata": {} }, "check.searchUrl": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:21.409Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-20T11:39:21.371Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected junglee/amazon-crawler", "timestamp": "2026-10-20T11:39:21.332Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "shape", "field", "items", "cap", "searchUrl", "ranOk", "rightActor" ], "judgeComment": null }, { "scenarioId": "amazon-crawler-discovery-wireless-earbuds", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:39:21.659Z", "day": "2026-10-20", "traceId": "92bec6c26d3cc0e9109c71de08bdf6ea", "observationId": "788059808b50cd1b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/92bec6c26d3cc0e9109c71de08bdf6ea?observation=788059808b50cd1b", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "find", "title": "amazon / find / wireless-earbuds", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: MCP server exposed no tools to the agent", "timestamp": "2026-10-20T11:50:30.703Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:50:30.604Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The MCP server 'apify' failed and exposed no tools. The agent returned a completely empty answer, with no honest failure report and no 'Actor:' line, instead of telling the user it could not retrieve data.", "timestamp": "2026-10-20T11:50:30.564Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is empty: it lists no products, prices or ratings and lacks the required 'Actor:' line, which matches the failed shape and namedActor checks.", "timestamp": "2026-10-20T11:50:30.527Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The infrastructure failure (MCP server apify failed, no tools exposed) is an error, and the agent produced no output at all: no explanation, no fallback, no report of the failure.", "timestamp": "2026-10-20T11:50:30.488Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-20T11:39:22.002Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, shape", "timestamp": "2026-10-20T11:39:21.963Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\d+[.,]\\d{2}/", "timestamp": "2026-10-20T11:39:21.932Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-20T11:39:21.898Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"junglee/amazon-crawler\"", "timestamp": "2026-10-20T11:39:21.866Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected junglee/amazon-crawler", "timestamp": "2026-10-20T11:39:21.830Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "shape", "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:39:22.035Z", "day": "2026-10-20", "traceId": "40c8c96cf731a85c5532f5c52c44171c", "observationId": "6f7f39fd99d2a4f2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/40c8c96cf731a85c5532f5c52c44171c?observation=6f7f39fd99d2a4f2", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: MCP server exposed no tools to the agent", "timestamp": "2026-10-20T11:50:30.218Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:50:30.084Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The MCP server 'apify' failed and exposed no tools, and the agent ended with no output and no explanation. The failure needs a clear, actionable error that reaches the agent so it can report that it could not run apify/website-content-crawler.", "timestamp": "2026-10-20T11:50:30.006Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is empty. No crawl ran, no page count was reported, and HTML saving was not confirmed. The deterministic checks (rightActor, ranOk, items) all FAIL.", "timestamp": "2026-10-20T11:50:29.921Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The infrastructure error 'MCP server apify failed' meant no tools were available, and the agent did nothing in response: no message, no retry, no explanation of the failure.", "timestamp": "2026-10-20T11:50:29.888Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-20T11:39:22.614Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, ranOk, startUrl", "timestamp": "2026-10-20T11:39:22.580Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run to read items from", "timestamp": "2026-10-20T11:39:22.545Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:22.504Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:22.467Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:22.433Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:22.401Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-20T11:39:22.363Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-20T11:39:22.326Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "items", "saveHtml", "sectionFilter", "pageCap", "startUrl", "ranOk", "rightActor" ], "judgeComment": null }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:39:22.648Z", "day": "2026-10-20", "traceId": "038527f9e655d274a946b69958500f1c", "observationId": "20935f55dfff8d20", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/038527f9e655d274a946b69958500f1c?observation=20935f55dfff8d20", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: MCP server exposed no tools to the agent", "timestamp": "2026-10-20T11:50:30.219Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:50:30.008Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The MCP server 'apify' failed and exposed no tools to the agent, leading to zero Actor runs and an empty final answer; the failure is in the tool infrastructure, not in the agent's reasoning or the Actor.", "timestamp": "2026-10-20T11:50:29.965Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is empty: no page count, no titles, and no 'Actor:' line, so the task was not completed.", "timestamp": "2026-10-20T11:50:29.926Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The infrastructure reported that the MCP server apify failed and exposed no tools, and the agent produced no output at all, no explanation or fallback or honest failure report.", "timestamp": "2026-10-20T11:50:29.853Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent made no tool calls (conversation is empty) because the MCP server exposed no tools, so no Actor was selected and rightActor failed.", "timestamp": "2026-10-20T11:50:29.814Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-20T11:39:23.118Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, startUrl", "timestamp": "2026-10-20T11:39:23.079Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:23.039Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:23.010Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-20T11:39:22.974Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-20T11:39:22.922Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/website-content-crawler", "timestamp": "2026-10-20T11:39:22.879Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pageCap", "startUrl", "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "web-scraper-usage-coinmarketcap-top-ten", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:39:23.152Z", "day": "2026-10-20", "traceId": "afc8b051ae27709782582d07a9daa50b", "observationId": "cd07444c4a7a97d0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/afc8b051ae27709782582d07a9daa50b?observation=cd07444c4a7a97d0", "subject": "apify/web-scraper", "owner": "universe", "skill": "use", "title": "web / use / coinmarketcap-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: MCP server exposed no tools to the agent", "timestamp": "2026-10-20T11:50:29.319Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:50:29.215Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The 'MCP server apify failed' infrastructure error left the agent with no tools and an empty transcript, so it could not run apify/web-scraper or even report the failure; the server failure needs a clear, actionable error surfaced to the agent.", "timestamp": "2026-10-20T11:50:29.181Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is empty, it lists no cryptocurrency names or prices, and the shape regex check failed; no Actor run occurred.", "timestamp": "2026-10-20T11:50:29.113Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The infrastructure reported 'MCP server apify failed' and no tools were exposed, but the agent's conversation is empty, so it neither handled nor acknowledged the error, and no recovery was attempted.", "timestamp": "2026-10-20T11:50:29.075Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-20T11:39:23.671Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, ranOk, startUrl, pageFunction, shape", "timestamp": "2026-10-20T11:39:23.634Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\$\\s?\\d[\\d,]*\\.\\d{2}/", "timestamp": "2026-10-20T11:39:23.596Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run to read items from", "timestamp": "2026-10-20T11:39:23.532Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:23.493Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:23.461Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:23.426Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-20T11:39:23.386Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/web-scraper", "timestamp": "2026-10-20T11:39:23.348Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "shape", "items", "pageCap", "pageFunction", "startUrl", "ranOk", "rightActor" ], "judgeComment": null }, { "scenarioId": "web-scraper-discovery-waterstones-headless", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:39:23.706Z", "day": "2026-10-20", "traceId": "cabb8d492f761ee29e83d0f6794a7f91", "observationId": "fa9de53494ffec29", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/cabb8d492f761ee29e83d0f6794a7f91?observation=fa9de53494ffec29", "subject": "apify/web-scraper", "owner": "universe", "skill": "find", "title": "web / find / waterstones-headless", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: MCP server exposed no tools to the agent", "timestamp": "2026-10-20T11:50:26.653Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:50:26.452Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The MCP server failed and exposed no tools, and the agent returned an empty final answer with no honest failure report and no 'Actor:' line, so the agent never attempted or explained the task.", "timestamp": "2026-10-20T11:50:26.312Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is empty: no product names or prices, no Actor line, and the namedActor check failed.", "timestamp": "2026-10-20T11:50:26.269Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The infrastructure reported that the MCP server apify failed and exposed no tools, yet the agent produced no attempt at recovery or even an explanation of the failure.", "timestamp": "2026-10-20T11:50:26.191Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-20T11:39:24.084Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-10-20T11:39:24.043Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:24.004Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:23.969Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-20T11:39:23.933Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/web-scraper\"", "timestamp": "2026-10-20T11:39:23.898Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/web-scraper", "timestamp": "2026-10-20T11:39:23.858Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pageCap", "pageFunction", "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "rag-web-browser-usage-sf-startups-markdown", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:39:24.118Z", "day": "2026-10-20", "traceId": "773be123d09bab4ba6d4d202b86cbb9c", "observationId": "e4c73f6b022e4912", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/773be123d09bab4ba6d4d202b86cbb9c?observation=e4c73f6b022e4912", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "use", "title": "rag-web-browser / use / sf-startups-markdown", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: MCP server exposed no tools to the agent", "timestamp": "2026-10-20T11:50:26.037Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:50:25.950Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The harness records 'MCP server apify failed' and 'MCP server exposed no tools to the agent'; the agent produced no tool calls and a blank final answer, so it received no actionable signal about the failure or how to proceed.", "timestamp": "2026-10-20T11:50:25.891Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is empty: no Markdown, no URLs, no summaries (sources check FAIL), so the task was not completed and no failure was reported honestly.", "timestamp": "2026-10-20T11:50:25.861Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The infrastructure reported 'MCP server apify failed' and exposed no tools, yet the agent's conversation is empty and its final answer is blank: it never acknowledged the failure, tried an alternative, or told the user.", "timestamp": "2026-10-20T11:50:25.763Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-20T11:39:24.558Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, ranOk, query, sources", "timestamp": "2026-10-20T11:39:24.527Z", "metadata": {} }, "check.sources": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /https?:///", "timestamp": "2026-10-20T11:39:24.490Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run to read items from", "timestamp": "2026-10-20T11:39:24.453Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:24.415Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:24.382Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-20T11:39:24.336Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-20T11:39:24.297Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "sources", "items", "cap", "query", "ranOk", "rightActor" ], "judgeComment": null }, { "scenarioId": "rag-web-browser-discovery-web-search-with-sources", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:39:24.593Z", "day": "2026-10-20", "traceId": "3d058f8f317c2d38f1052ffabf501efe", "observationId": "6adaa9d69020d63a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3d058f8f317c2d38f1052ffabf501efe?observation=6adaa9d69020d63a", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "find", "title": "rag-web-browser / find / web-search-with-sources", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: MCP server exposed no tools to the agent", "timestamp": "2026-10-20T11:50:25.611Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:50:25.525Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The MCP server failed and exposed no tools. The agent had no way to search or run apify/rag-web-browser, produced an empty answer, and got no actionable error to respond to.", "timestamp": "2026-10-20T11:50:25.470Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is empty: no Bond movie list, no source URLs (sources check FAIL), and no 'Actor:' line.", "timestamp": "2026-10-20T11:50:25.430Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The infrastructure reported 'MCP server apify failed' and 'MCP server exposed no tools', and the agent produced no response or workaround, so it neither recovered nor honestly reported the failure.", "timestamp": "2026-10-20T11:50:25.370Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The conversation is empty and the MCP server exposed no tools, so the agent selected no tool or Actor; rightActor FAIL confirms apify/rag-web-browser was never used.", "timestamp": "2026-10-20T11:50:25.328Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-20T11:39:25.026Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, query, sources", "timestamp": "2026-10-20T11:39:24.988Z", "metadata": {} }, "check.sources": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /https?:///", "timestamp": "2026-10-20T11:39:24.950Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:24.918Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-20T11:39:24.870Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/rag-web-browser\"", "timestamp": "2026-10-20T11:39:24.836Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-20T11:39:24.794Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "sources", "query", "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "cheerio-scraper-usage-foyles-manga-two-hops", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:39:25.062Z", "day": "2026-10-20", "traceId": "224f988dbaf6bc00c3f346b6a97485a0", "observationId": "fc2d553998a33de7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/224f988dbaf6bc00c3f346b6a97485a0?observation=fc2d553998a33de7", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "use", "title": "cheerio / use / foyles-manga-two-hops", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: MCP server exposed no tools to the agent", "timestamp": "2026-10-20T11:50:24.962Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:50:24.805Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent produced an empty transcript and empty final answer, with no honest report of the failure, despite the MCP server failing to expose tools; no Actor run was triggered (0 runs). The agent should at least have reported that it could not run the Actor.", "timestamp": "2026-10-20T11:50:24.771Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is empty: no books, no title/price JSON objects, and no run of apify/cheerio-scraper occurred.", "timestamp": "2026-10-20T11:50:24.711Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The infrastructure reported 'MCP server apify failed' and exposed no tools, but the agent transcript is empty with no attempt to respond, explain, or work around it.", "timestamp": "2026-10-20T11:50:24.676Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-20T11:39:25.511Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, ranOk, startUrl, pageFunction", "timestamp": "2026-10-20T11:39:25.475Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run to read items from", "timestamp": "2026-10-20T11:39:25.442Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:25.406Z", "metadata": {} }, "check.depth": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:25.370Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:25.333Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:25.278Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-20T11:39:25.245Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/cheerio-scraper", "timestamp": "2026-10-20T11:39:25.208Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "items", "pageCap", "depth", "pageFunction", "startUrl", "ranOk", "rightActor" ], "judgeComment": null }, { "scenarioId": "cheerio-scraper-discovery-ikea-static-catalog", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:39:25.551Z", "day": "2026-10-20", "traceId": "20848d150e3fc4e5682b9a8deabc5119", "observationId": "f60e78905c2be2b3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/20848d150e3fc4e5682b9a8deabc5119?observation=f60e78905c2be2b3", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "find", "title": "cheerio / find / ikea-static-catalog", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: MCP server exposed no tools to the agent", "timestamp": "2026-10-20T11:50:21.730Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:50:21.647Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The MCP server 'apify' failed and exposed no tools, leaving the agent with nothing to act on; it ended with an empty answer and 0 Actor runs, so the failure surfaced no actionable error.", "timestamp": "2026-10-20T11:50:21.606Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is empty: no 10 products and prices were shown and no 'Actor: ...' line was given, so the task was not completed.", "timestamp": "2026-10-20T11:50:21.559Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The infrastructure reported 'MCP server apify failed' and no tools were exposed, and the agent produced no response, no explanation, and no attempt at a fallback.", "timestamp": "2026-10-20T11:50:21.517Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-20T11:39:25.962Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-10-20T11:39:25.927Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:25.889Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:25.854Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-20T11:39:25.818Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/cheerio-scraper\"", "timestamp": "2026-10-20T11:39:25.782Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/cheerio-scraper", "timestamp": "2026-10-20T11:39:25.747Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pageCap", "pageFunction", "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "ai-web-scraper-usage-apify-store-first-page", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:39:25.993Z", "day": "2026-10-20", "traceId": "c81cea6324ddc8aa2cf4e9801a4cb224", "observationId": "40272084b9a82065", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c81cea6324ddc8aa2cf4e9801a4cb224?observation=40272084b9a82065", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "use", "title": "ai-web / use / apify-store-first-page", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: MCP server exposed no tools to the agent", "timestamp": "2026-10-20T11:50:21.356Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "errorRecovery", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:50:21.260Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "errorRecovery", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The infrastructure noted 'MCP server apify failed' and 'MCP server exposed no tools to the agent', so no Actor run was possible and the agent produced an empty answer with no explanation of the failure.", "timestamp": "2026-10-20T11:50:21.209Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "errorRecovery", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is empty; no table of Actor names, descriptions, ratings and user counts was produced and no ai-web-scraper run occurred.", "timestamp": "2026-10-20T11:50:21.147Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "errorRecovery", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-20T11:39:26.447Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, ranOk, startUrl, promptGiven", "timestamp": "2026-10-20T11:39:26.408Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run to read items from", "timestamp": "2026-10-20T11:39:26.369Z", "metadata": {} }, "check.onePage": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:26.338Z", "metadata": {} }, "check.promptGiven": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:26.304Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:26.263Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-20T11:39:26.181Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/ai-web-scraper", "timestamp": "2026-10-20T11:39:26.148Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "items", "onePage", "promptGiven", "startUrl", "ranOk", "rightActor" ], "judgeComment": null }, { "scenarioId": "ai-web-scraper-discovery-climate-articles-three-sites", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:39:26.273Z", "day": "2026-10-20", "traceId": "24249e76015c9d462f3538149bf8c36b", "observationId": "99501af58610b6e8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/24249e76015c9d462f3538149bf8c36b?observation=99501af58610b6e8", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "find", "title": "ai-web / find / climate-articles-three-sites", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: MCP server exposed no tools to the agent", "timestamp": "2026-10-20T11:50:21.891Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:50:21.804Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The MCP server failed and exposed no tools, yet the agent returned an empty answer instead of reporting the problem. Without the Actor's tools there was no run to judge, so the Actor's docs and schema cannot be blamed. The first change is to make the agent handle an unavailable toolset by telling the user honestly that it could not retrieve data.", "timestamp": "2026-10-20T11:50:21.769Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is empty: no per-site counts, no three examples, and no 'Actor:' line, and the answer does not contain apify/ai-web-scraper.", "timestamp": "2026-10-20T11:50:21.732Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The infrastructure reports 'MCP server apify failed' and 'exposed no tools', and the agent produced nothing in response, with no explanation to the user and no fallback attempt.", "timestamp": "2026-10-20T11:50:21.688Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-20T11:39:26.639Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-20T11:39:26.598Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:26.560Z", "metadata": {} }, "check.promptGiven": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:26.518Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-20T11:39:26.484Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/ai-web-scraper\"", "timestamp": "2026-10-20T11:39:26.446Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/ai-web-scraper", "timestamp": "2026-10-20T11:39:26.408Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pageCap", "promptGiven", "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "zillow-zip-search-discovery-scottsdale", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:39:26.477Z", "day": "2026-10-20", "traceId": "6f0632f2536a228e604906b8ac211b3e", "observationId": "6d6178bd7b1f7b13", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6f0632f2536a228e604906b8ac211b3e?observation=6d6178bd7b1f7b13", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "find", "title": "zillow-zip-search / find / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: MCP server exposed no tools to the agent", "timestamp": "2026-10-20T11:50:19.482Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:50:19.386Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The MCP server failed and exposed no tools, and the agent returned an empty final answer with no failure report and no 'Actor:' line. The harness or MCP connection was the root cause, but the agent still gave no honest response.", "timestamp": "2026-10-20T11:50:19.339Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is empty: there are no listings and no 'Actor:' line, and the deterministic checks rightActor, namedActor and ranOk all FAIL.", "timestamp": "2026-10-20T11:50:19.285Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The infrastructure reported 'MCP server apify failed' and 'exposed no tools', yet the agent produced no output at all: no explanation, no retry, no honest report of the failure.", "timestamp": "2026-10-20T11:50:19.227Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-20T11:39:26.762Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-20T11:39:26.730Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-20T11:39:26.697Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"maxcopell/zillow\"", "timestamp": "2026-10-20T11:39:26.654Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected ^maxcopell/zillow", "timestamp": "2026-10-20T11:39:26.617Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:39:26.673Z", "day": "2026-10-20", "traceId": "43278dd6a3ff8608e691f80cfb954f7d", "observationId": "4c95542ae4eb15d7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/43278dd6a3ff8608e691f80cfb954f7d?observation=4c95542ae4eb15d7", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: MCP server exposed no tools to the agent", "timestamp": "2026-10-20T11:50:17.005Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:50:16.900Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The MCP server apify failed and exposed no tools, so the agent could not run apify/instagram-scraper (0 Actor runs) and gave an empty answer with no explanation; a clear, actionable connection error is needed so the agent can report or recover.", "timestamp": "2026-10-20T11:50:16.866Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is empty: no follower count, no average likes, no interpretation; the shape and followers checks FAIL.", "timestamp": "2026-10-20T11:50:16.830Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The infrastructure reported that the MCP server apify failed and exposed no tools, and the agent produced no response, no workaround, and no explanation of the failure.", "timestamp": "2026-10-20T11:50:16.788Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-20T11:39:27.151Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape, rightActor, ranOk, profileUrl, followers", "timestamp": "2026-10-20T11:39:27.115Z", "metadata": {} }, "check.followers": { "value": 0, "stringValue": null, "comment": "FAIL: answer has no value for /([\\d,]{9,})\\s*followers|followers?[^0-9]{0,30}([\\d,]{9,})/", "timestamp": "2026-10-20T11:39:27.081Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-20T11:39:27.047Z", "metadata": {} }, "check.profileUrl": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:27.012Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-20T11:39:26.935Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-20T11:39:26.897Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\d[\\d,]{5,}/", "timestamp": "2026-10-20T11:39:26.827Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "followers", "profileUrl", "ranOk", "rightActor", "shape" ], "judgeComment": null }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:39:26.791Z", "day": "2026-10-20", "traceId": "84b29c10dad07fc76d36d06691e18e4c", "observationId": "31714242bdab5186", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/84b29c10dad07fc76d36d06691e18e4c?observation=31714242bdab5186", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: MCP server exposed no tools to the agent", "timestamp": "2026-10-20T11:50:16.768Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:50:16.683Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "Infrastructure problems show the 'MCP server apify failed' and exposed no tools, leaving the agent with nothing to act on; it produced an empty answer with 0 Actor runs, so the connection failure needs a clear, actionable error.", "timestamp": "2026-10-20T11:50:16.617Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is empty: no Actor was run, no posts were retrieved, and the required two-line Actor/Posts reply was not given.", "timestamp": "2026-10-20T11:50:16.577Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The MCP server apify failed and exposed no tools, but the agent produced no messages or actions at all, so it made no attempt to report or work around the failure.", "timestamp": "2026-10-20T11:50:16.508Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-20T11:39:27.058Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-20T11:39:27.023Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-20T11:39:26.992Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-20T11:39:26.959Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/instagram-scraper", "timestamp": "2026-10-20T11:39:26.923Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:39:27.090Z", "day": "2026-10-20", "traceId": "b429457779829a40a55b34d13bf297ce", "observationId": "e27c9009ed813a63", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b429457779829a40a55b34d13bf297ce?observation=e27c9009ed813a63", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "use", "title": "instagram-reel / use / natgeo-skip-pinned", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: MCP server exposed no tools to the agent", "timestamp": "2026-10-20T11:50:16.896Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "errorRecovery", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:50:16.785Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "errorRecovery", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The harness recorded 'MCP server exposed no tools to the agent; MCP server apify failed', so the agent never reached apify/instagram-reel-scraper and produced an empty answer with no actionable error. The MCP server connection failure needs surfacing and fixing first.", "timestamp": "2026-10-20T11:50:16.748Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "errorRecovery", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is empty and no reel captions, play counts, or durations were reported; the facts show 0 Actor runs and failed checks for rightActor, ranOk and items.", "timestamp": "2026-10-20T11:50:16.688Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "errorRecovery", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-20T11:39:27.573Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, ranOk, usernameInput, items", "timestamp": "2026-10-20T11:39:27.537Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-20T11:39:27.498Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run to read items from", "timestamp": "2026-10-20T11:39:27.447Z", "metadata": {} }, "check.skipPinned": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:27.410Z", "metadata": {} }, "check.threeReels": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:27.374Z", "metadata": {} }, "check.usernameInput": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:27.331Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-20T11:39:27.287Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/instagram-reel-scraper", "timestamp": "2026-10-20T11:39:27.251Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "items", "skipPinned", "threeReels", "usernameInput", "ranOk", "rightActor" ], "judgeComment": null }, { "scenarioId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:39:27.184Z", "day": "2026-10-20", "traceId": "4ec9a0d1b0b90638741bbb1465c33142", "observationId": "c45dfe15e2481320", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4ec9a0d1b0b90638741bbb1465c33142?observation=c45dfe15e2481320", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "find", "title": "instagram-reel / find / natgeo-reels-shares", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: MCP server exposed no tools to the agent", "timestamp": "2026-10-20T11:50:15.201Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:50:15.108Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "Infrastructure facts show 'MCP server exposed no tools to the agent; MCP server apify failed', and the agent produced no output or failure explanation, so nothing about the failure was surfaced for the agent to act on.", "timestamp": "2026-10-20T11:50:15.060Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is empty, with no reel captions, play counts, share counts, or the required 'Actor:' line; the task was not completed.", "timestamp": "2026-10-20T11:50:14.996Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The MCP server 'apify' failed and exposed no tools, but the agent's transcript is empty and it neither reported the failure nor attempted any fallback.", "timestamp": "2026-10-20T11:50:14.960Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-20T11:39:27.508Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-20T11:39:27.470Z", "metadata": {} }, "check.sharesFlag": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:27.424Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-20T11:39:27.393Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-reel-scraper\"", "timestamp": "2026-10-20T11:39:27.358Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/instagram-reel-scraper", "timestamp": "2026-10-20T11:39:27.325Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "sharesFlag", "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "instagram-profile-scraper-usage-natgeo-about-section", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:39:27.538Z", "day": "2026-10-20", "traceId": "feeed9b42ed659419ac378959c3aee50", "observationId": "9cef1683708ad312", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/feeed9b42ed659419ac378959c3aee50?observation=9cef1683708ad312", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "use", "title": "instagram-profile / use / natgeo-about-section", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: MCP server exposed no tools to the agent", "timestamp": "2026-10-20T11:50:12.753Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:50:12.660Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The infrastructure reported 'MCP server apify failed' and 'MCP server exposed no tools to the agent', so the agent never ran the Actor and returned an empty answer with no actionable error.", "timestamp": "2026-10-20T11:50:12.609Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is empty, so it reports no bio sentence, business-account flag or country; the task was not completed.", "timestamp": "2026-10-20T11:50:12.538Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The infrastructure reported 'MCP server apify failed' and no tools were exposed, but the agent's conversation is empty, with no attempt at recovery and no honest report of the failure.", "timestamp": "2026-10-20T11:50:12.491Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-20T11:39:27.965Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, ranOk, usernameInput, items, field", "timestamp": "2026-10-20T11:39:27.922Z", "metadata": {} }, "check.field": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run to read items from", "timestamp": "2026-10-20T11:39:27.881Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run to read items from", "timestamp": "2026-10-20T11:39:27.837Z", "metadata": {} }, "check.aboutSection": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:27.802Z", "metadata": {} }, "check.usernameInput": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:27.767Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-20T11:39:27.728Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/instagram-profile-scraper", "timestamp": "2026-10-20T11:39:27.693Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "field", "items", "aboutSection", "usernameInput", "ranOk", "rightActor" ], "judgeComment": null }, { "scenarioId": "instagram-profile-scraper-discovery-natgeo-verified", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:39:27.609Z", "day": "2026-10-20", "traceId": "b23f1193f2b2828c167724ad9d9b62f2", "observationId": "7d693be306afdd23", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b23f1193f2b2828c167724ad9d9b62f2?observation=7d693be306afdd23", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "find", "title": "instagram-profile / find / natgeo-verified", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: MCP server exposed no tools to the agent", "timestamp": "2026-10-20T11:50:12.899Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "errorRecovery", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:50:12.773Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "errorRecovery", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The infrastructure reported 'MCP server apify failed' with no tools exposed, so the agent never got to search the store or run apify/instagram-profile-scraper; the failure was surfaced as nothing actionable, leaving an empty answer.", "timestamp": "2026-10-20T11:50:12.731Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "errorRecovery", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is empty: it states neither the verified status nor the bio, and has no 'Actor:' line, so the task was not completed.", "timestamp": "2026-10-20T11:50:12.688Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "errorRecovery", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-20T11:39:27.937Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-20T11:39:27.889Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-20T11:39:27.853Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-profile-scraper\"", "timestamp": "2026-10-20T11:39:27.809Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/instagram-profile-scraper", "timestamp": "2026-10-20T11:39:27.777Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "instagram-post-scraper-usage-natgeo-three-posts", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:39:27.980Z", "day": "2026-10-20", "traceId": "57749d6abe7f83576ee7510f40cc8720", "observationId": "a092d6af42cf7b8e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/57749d6abe7f83576ee7510f40cc8720?observation=a092d6af42cf7b8e", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "use", "title": "instagram-post / use / natgeo-three-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: MCP server exposed no tools to the agent", "timestamp": "2026-10-20T11:50:12.334Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:50:12.240Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The harness reports 'MCP server apify failed' and 'MCP server exposed no tools to the agent', so the agent never ran apify/instagram-post-scraper and gave no output; the failure was not surfaced in an actionable way.", "timestamp": "2026-10-20T11:50:12.185Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is empty; no posts, captions or like counts were reported and apify/instagram-post-scraper was never run (rightActor, ranOk, items all FAIL).", "timestamp": "2026-10-20T11:50:12.142Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The infrastructure reported 'MCP server apify failed' and no tools exposed, yet the agent produced no messages, no explanation, and no attempt at a fallback or honest failure report.", "timestamp": "2026-10-20T11:50:12.086Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-20T11:39:28.471Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, ranOk, usernameInput, items", "timestamp": "2026-10-20T11:39:28.424Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-20T11:39:28.368Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run to read items from", "timestamp": "2026-10-20T11:39:28.338Z", "metadata": {} }, "check.skipPinned": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:28.306Z", "metadata": {} }, "check.threePosts": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:28.262Z", "metadata": {} }, "check.usernameInput": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:28.220Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-20T11:39:28.179Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/instagram-post-scraper", "timestamp": "2026-10-20T11:39:28.130Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "items", "skipPinned", "threePosts", "usernameInput", "ranOk", "rightActor" ], "judgeComment": null }, { "scenarioId": "instagram-post-scraper-discovery-natgeo-latest-post", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:39:28.001Z", "day": "2026-10-20", "traceId": "075d87cbc32701ff7f113f7628d58929", "observationId": "d2db7d033baeee2b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/075d87cbc32701ff7f113f7628d58929?observation=d2db7d033baeee2b", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "find", "title": "instagram-post / find / natgeo-latest-post", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: MCP server exposed no tools to the agent", "timestamp": "2026-10-20T11:50:09.999Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:50:09.909Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The MCP server failed and exposed no tools, yet the agent returned an empty answer with no explanation or 'Actor:' line. No Actor behavior could be evaluated, and the agent should at least have reported the failure.", "timestamp": "2026-10-20T11:50:09.869Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is empty: it gives no caption sentence, no comment count, and no 'Actor:' line, and 0 Actor runs occurred.", "timestamp": "2026-10-20T11:50:09.833Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The infrastructure reported 'MCP server apify failed' and no tools were exposed, but the agent produced no messages, no fallback, and no honest failure report.", "timestamp": "2026-10-20T11:50:09.787Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-20T11:39:28.319Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-20T11:39:28.282Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-20T11:39:28.247Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-post-scraper\"", "timestamp": "2026-10-20T11:39:28.212Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/instagram-post-scraper", "timestamp": "2026-10-20T11:39:28.179Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:39:28.353Z", "day": "2026-10-20", "traceId": "ad3d66a55d5dbd12dce8e0592779454d", "observationId": "86c2f8bd794ddf32", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ad3d66a55d5dbd12dce8e0592779454d?observation=86c2f8bd794ddf32", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "use", "title": "instagram-hashtag / use / nasa-keyword-reels", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: MCP server exposed no tools to the agent", "timestamp": "2026-10-20T11:50:07.900Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:50:07.804Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The infrastructure facts show 'MCP server apify failed' and 'MCP server exposed no tools to the agent'; the agent had no usable error or tool to act on, leaving 0 Actor runs and an empty answer.", "timestamp": "2026-10-20T11:50:07.765Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is empty and no reels, captions or like counts were reported; there were no Actor runs and no items.", "timestamp": "2026-10-20T11:50:07.727Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "Infrastructure reported 'MCP server apify failed' and 'exposed no tools', and the agent produced no actions or explanation in response.", "timestamp": "2026-10-20T11:50:07.685Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The conversation is empty and the MCP server exposed no tools, so the agent never selected or called apify/instagram-hashtag-scraper (rightActor FAIL).", "timestamp": "2026-10-20T11:50:07.622Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [ "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-20T11:39:28.853Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, ranOk, keywordInput, items", "timestamp": "2026-10-20T11:39:28.810Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-20T11:39:28.772Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run to read items from", "timestamp": "2026-10-20T11:39:28.734Z", "metadata": {} }, "check.fiveResults": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:28.689Z", "metadata": {} }, "check.reelsType": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:28.652Z", "metadata": {} }, "check.keywordMode": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:28.617Z", "metadata": {} }, "check.keywordInput": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:28.579Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-20T11:39:28.540Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-20T11:39:28.504Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "items", "fiveResults", "reelsType", "keywordMode", "keywordInput", "ranOk", "rightActor" ], "judgeComment": null }, { "scenarioId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:39:28.501Z", "day": "2026-10-20", "traceId": "df9ce24659f9c7e6779f8de3a6998511", "observationId": "89d15e567501b8c5", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/df9ce24659f9c7e6779f8de3a6998511?observation=89d15e567501b8c5", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "find", "title": "instagram-hashtag / find / nasa-hashtag", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: MCP server exposed no tools to the agent", "timestamp": "2026-10-20T11:50:07.625Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:50:07.514Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The infrastructure facts say 'MCP server apify failed' and 'MCP server exposed no tools to the agent', so the agent could never search the store or run apify/instagram-hashtag-scraper. It returned an empty answer, and the failure should be surfaced clearly so the agent can report it.", "timestamp": "2026-10-20T11:50:07.476Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is empty: no posts, no accounts, no topics, and no 'Actor:' line, so the task was not fulfilled.", "timestamp": "2026-10-20T11:50:07.426Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The infrastructure failure (MCP server apify failed, no tools exposed) was an error, and the agent produced no output, no explanation and no fallback or honest failure report.", "timestamp": "2026-10-20T11:50:07.390Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-20T11:39:28.810Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-20T11:39:28.764Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-20T11:39:28.712Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-hashtag-scraper\"", "timestamp": "2026-10-20T11:39:28.675Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-20T11:39:28.640Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "facebook-posts-scraper-usage-nasa-engagement", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:39:28.841Z", "day": "2026-10-20", "traceId": "b93710f4e4f281293f9896c46ed3c96b", "observationId": "0a05e0c8c90f3434", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b93710f4e4f281293f9896c46ed3c96b?observation=0a05e0c8c90f3434", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "use", "title": "facebook-posts / use / nasa-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: MCP server exposed no tools to the agent", "timestamp": "2026-10-20T11:50:07.931Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:50:07.809Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The MCP server 'apify' failed and exposed no tools, so the agent had nothing to act on and returned an empty answer; the failure was not surfaced in an actionable way.", "timestamp": "2026-10-20T11:50:07.768Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is empty; no posts, first sentences, or reaction counts were reported, and no Actor run occurred (ranOk, items FAIL).", "timestamp": "2026-10-20T11:50:07.733Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The infrastructure failed (MCP server apify failed, no tools exposed), and the agent produced no output, no explanation, and no attempt to report the failure.", "timestamp": "2026-10-20T11:50:07.689Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-20T11:39:29.291Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape, rightActor, ranOk, items", "timestamp": "2026-10-20T11:39:29.257Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-20T11:39:29.218Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run to read items from", "timestamp": "2026-10-20T11:39:29.185Z", "metadata": {} }, "check.fivePosts": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:29.145Z", "metadata": {} }, "check.pageUrl": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:29.108Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-20T11:39:29.072Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/facebook-posts-scraper", "timestamp": "2026-10-20T11:39:29.031Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\d{2,}/", "timestamp": "2026-10-20T11:39:28.989Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "items", "fivePosts", "pageUrl", "ranOk", "rightActor", "shape" ], "judgeComment": null }, { "scenarioId": "facebook-posts-scraper-discovery-nasa-page", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:39:28.888Z", "day": "2026-10-20", "traceId": "47b6ae6dfcb9228c635d79b027a97370", "observationId": "8c29ddacfd54c44b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/47b6ae6dfcb9228c635d79b027a97370?observation=8c29ddacfd54c44b", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "find", "title": "facebook-posts / find / nasa-page", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: MCP server exposed no tools to the agent", "timestamp": "2026-10-20T11:50:05.304Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:50:05.205Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The MCP server failed and exposed no tools, and the agent returned an empty final answer instead of at least reporting the failure and ending with the required Actor line. The Actor's discoverability and docs were never exercised.", "timestamp": "2026-10-20T11:50:05.169Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is empty: it lists no posts or reaction counts and has no 'Actor:' line, so the task was not completed.", "timestamp": "2026-10-20T11:50:05.109Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The infrastructure reported 'MCP server apify failed' and 'MCP server exposed no tools', yet the agent produced no output, no fallback, and no explanation of the failure.", "timestamp": "2026-10-20T11:50:05.048Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-20T11:39:29.367Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-20T11:39:29.332Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-20T11:39:29.295Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-posts-scraper\"", "timestamp": "2026-10-20T11:39:29.261Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/facebook-posts-scraper", "timestamp": "2026-10-20T11:39:29.224Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "facebook-groups-scraper-usage-recent-activity", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:39:29.327Z", "day": "2026-10-20", "traceId": "629cab67b58f7a60d1505e0c98d84bf8", "observationId": "d958dbd3e71aacaf", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/629cab67b58f7a60d1505e0c98d84bf8?observation=d958dbd3e71aacaf", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "use", "title": "facebook-groups / use / recent-activity", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: MCP server exposed no tools to the agent", "timestamp": "2026-10-20T11:50:03.726Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:50:03.613Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The infrastructure facts say 'MCP server apify failed' and 'exposed no tools to the agent', so no Actor run happened (0 runs). The agent got no usable error and produced an empty final answer.", "timestamp": "2026-10-20T11:50:03.573Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is empty and reports no post text or comment counts; the deterministic checks show no Actor run or items.", "timestamp": "2026-10-20T11:50:03.509Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The MCP server 'apify' failed and exposed no tools, but the conversation is empty and the final answer is empty, so the agent made no attempt to recover or explain the failure.", "timestamp": "2026-10-20T11:50:03.475Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent made no tool calls and never ran apify/facebook-groups-scraper; the MCP server exposed no tools, so the agent had nothing to choose from.", "timestamp": "2026-10-20T11:50:03.419Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-20T11:39:29.768Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, ranOk, groupUrl, items", "timestamp": "2026-10-20T11:39:29.731Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-20T11:39:29.691Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run to read items from", "timestamp": "2026-10-20T11:39:29.657Z", "metadata": {} }, "check.sortOrder": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:29.621Z", "metadata": {} }, "check.threePosts": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:29.586Z", "metadata": {} }, "check.groupUrl": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:29.552Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-20T11:39:29.510Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/facebook-groups-scraper", "timestamp": "2026-10-20T11:39:29.474Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "items", "sortOrder", "threePosts", "groupUrl", "ranOk", "rightActor" ], "judgeComment": null }, { "scenarioId": "facebook-groups-scraper-discovery-public-group-posts", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:39:29.403Z", "day": "2026-10-20", "traceId": "d21ebc0ba4158472c736b9626ccf9a1f", "observationId": "98d5fec84f08e17f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d21ebc0ba4158472c736b9626ccf9a1f?observation=98d5fec84f08e17f", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "find", "title": "facebook-groups / find / public-group-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: MCP server exposed no tools to the agent", "timestamp": "2026-10-20T11:50:03.835Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:50:03.738Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The MCP server 'apify' failed and exposed no tools, so no store search or run occurred. The agent then returned an empty answer instead of at least reporting the failure and ending with the required Actor line.", "timestamp": "2026-10-20T11:50:03.700Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is empty: it contains no post summaries and no 'Actor:' line, and the facts show 0 Actor runs.", "timestamp": "2026-10-20T11:50:03.664Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The infrastructure failure (MCP server apify failed, no tools exposed) was an error, and the agent produced no response or workaround, such as an honest report of the failure.", "timestamp": "2026-10-20T11:50:03.590Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-20T11:39:29.676Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-20T11:39:29.643Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-20T11:39:29.607Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-groups-scraper\"", "timestamp": "2026-10-20T11:39:29.574Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/facebook-groups-scraper", "timestamp": "2026-10-20T11:39:29.540Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "facebook-ads-scraper-usage-nike-last-30-days", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:39:29.708Z", "day": "2026-10-20", "traceId": "43cfb98c51e83d81c664dba8d37db489", "observationId": "5742e44bd29b6fbb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/43cfb98c51e83d81c664dba8d37db489?observation=5742e44bd29b6fbb", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "use", "title": "facebook-ads / use / nike-last-30-days", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: MCP server exposed no tools to the agent", "timestamp": "2026-10-20T11:50:01.037Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:50:00.934Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent produced an empty conversation and an empty final answer, with no Actor run (ranOk FAIL, 0 runs). Because the MCP server failed and exposed no tools, the agent should at least have reported that it could not retrieve the data.", "timestamp": "2026-10-20T11:50:00.896Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is empty: it gives no ad count, no body text and no reach data, and the shape check failed because the answer has no digits.", "timestamp": "2026-10-20T11:50:00.810Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The infrastructure reported 'MCP server apify failed' and no tools were exposed, but the agent's transcript is empty with no visible attempt to handle or report the failure.", "timestamp": "2026-10-20T11:50:00.774Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-20T11:39:30.263Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape, rightActor, ranOk, items", "timestamp": "2026-10-20T11:39:30.228Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-20T11:39:30.177Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run to read items from", "timestamp": "2026-10-20T11:39:30.144Z", "metadata": {} }, "check.detailsFlag": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:30.106Z", "metadata": {} }, "check.twentyAds": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:30.070Z", "metadata": {} }, "check.dateRange": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:30.002Z", "metadata": {} }, "check.pageUrl": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-20T11:39:29.966Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-20T11:39:29.934Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/facebook-ads-scraper", "timestamp": "2026-10-20T11:39:29.901Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\d+/", "timestamp": "2026-10-20T11:39:29.866Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "items", "detailsFlag", "twentyAds", "dateRange", "pageUrl", "ranOk", "rightActor", "shape" ], "judgeComment": null }, { "scenarioId": "facebook-ads-scraper-discovery-nike-ad-library", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:39:29.820Z", "day": "2026-10-20", "traceId": "9a2179299137c3cb3c712e6e976b6474", "observationId": "e03884c3eec7696f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9a2179299137c3cb3c712e6e976b6474?observation=e03884c3eec7696f", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "find", "title": "facebook-ads / find / nike-ad-library", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: MCP server exposed no tools to the agent", "timestamp": "2026-10-20T11:49:59.796Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "errorRecovery", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:49:59.680Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "errorRecovery", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The infrastructure reported 'MCP server apify failed' and 'MCP server exposed no tools to the agent', so the agent could not search the store or run apify/facebook-ads-scraper, and the final answer was empty.", "timestamp": "2026-10-20T11:49:59.646Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "errorRecovery", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is empty: it contains no active ad count, no example body text, and no 'Actor:' line, and the facts show 0 Actor runs.", "timestamp": "2026-10-20T11:49:59.590Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "errorRecovery", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-20T11:39:30.119Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-20T11:39:30.084Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-20T11:39:30.049Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-ads-scraper\"", "timestamp": "2026-10-20T11:39:30.012Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/facebook-ads-scraper", "timestamp": "2026-10-20T11:39:29.975Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "tripadvisor-usage-rome-restaurants", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:39:30.150Z", "day": "2026-10-20", "traceId": "bc0020e108d5f6e7abbb443ed7c89ee9", "observationId": "0bcb0023c73267e9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/bc0020e108d5f6e7abbb443ed7c89ee9?observation=0bcb0023c73267e9", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "use", "title": "tripadvisor / use / rome-restaurants", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-20T11:49:59.816Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:49:59.734Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The input was correct (includeRestaurants, maxItemsPerQuery 10), but the agent polled get-actor-run six times while progress sat at 'Crawled 3/13 pages' with 0 items. It never gave up on the stall or tried an alternative, such as a startUrls input, and ended without a final answer.", "timestamp": "2026-10-20T11:49:59.678Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-20T11:49:59.614Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is 'Progress has stalled at 3 of 13 pages... checking once more', so it reports no count, no top restaurant and no rating. The run was still RUNNING with 0 items.", "timestamp": "2026-10-20T11:49:59.577Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "After the initial call, the agent made 6 near-identical get-actor-run polls with no change in status. It noted the stall but kept waiting until the session timed out.", "timestamp": "2026-10-20T11:49:59.533Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The run stalled at 'Crawled 3/13 pages' with 0 items and the agent only polled repeatedly. It never fetched the partial dataset, aborted the run, or retried with a narrower input such as startUrls, and it ended with no answer.", "timestamp": "2026-10-20T11:49:59.498Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input had query 'Rome', maxItemsPerQuery 10, includeRestaurants true, and hotels and attractions false; the harness restaurantsMode check passed.", "timestamp": "2026-10-20T11:49:59.430Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, then call-actor on maxcopell/tripadvisor, then get-actor-run to poll, which suits the task and the named actor.", "timestamp": "2026-10-20T11:49:59.394Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-20T11:44:30.836Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape, ranOk, items", "timestamp": "2026-10-20T11:44:30.797Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-20T11:44:30.760Z", "metadata": {} }, "check.ratingField": { "value": 1, "stringValue": null, "comment": "PASS (warn): 0 items ok", "timestamp": "2026-10-20T11:44:30.720Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 0 items, expected at least 1", "timestamp": "2026-10-20T11:44:30.678Z", "metadata": {} }, "check.restaurantsMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeRestaurants", "timestamp": "2026-10-20T11:44:30.642Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: maxcopell/tripadvisor run b5p8nBS75gnDqDkgl: RUNNING", "timestamp": "2026-10-20T11:44:30.557Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-20T11:44:30.516Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\b[3-5]\\.\\d\\b/", "timestamp": "2026-10-20T11:44:30.422Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "items", "ranOk", "shape" ], "judgeComment": null }, { "scenarioId": "tripadvisor-discovery-barcelona-attractions", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:39:30.321Z", "day": "2026-10-20", "traceId": "de23e16bf7abd23175ae3eb83969e576", "observationId": "5abb9bed3121f768", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/de23e16bf7abd23175ae3eb83969e576?observation=5abb9bed3121f768", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "find", "title": "tripadvisor / find / barcelona-attractions", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used vulnv/tripadvisor-attractions-scraper, romy/tripadvisor-attractions-scraper, axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-20T11:50:03.086Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used vulnv/tripadvisor-attractions-scraper, romy/tripadvisor-attractions-scraper, axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-20T11:50:03.009Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "vulnv/tripadvisor-attractions-scraper", "comment": "Actors the agent ran: vulnv/tripadvisor-attractions-scraper, romy/tripadvisor-attractions-scraper, axlymxp/tripadvisor-attractions-scraper", "timestamp": "2026-10-20T11:50:02.956Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-20T11:50:02.920Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-20T11:50:02.852Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used vulnv/tripadvisor-attractions-scraper, romy/tripadvisor-attractions-scraper, axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-20T11:50:02.816Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "11 tool calls valid", "timestamp": "2026-10-20T11:50:02.738Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer gives a top-10 Barcelona table with ratings and review counts from retrieved data, a comparison summary, and the required final Actor line, though it names axlymxp rather than the expected maxcopell/tripadvisor.", "timestamp": "2026-10-20T11:50:02.654Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent tried three actors in 11 calls, but each switch was prompted by empty or insufficient output, and there were no repeated pointless calls.", "timestamp": "2026-10-20T11:50:02.564Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "After vulnv's run returned 0 items it checked the dataset and switched to romy; when romy gave only 3 items it moved to axlymxp, which returned 50 items.", "timestamp": "2026-10-20T11:50:02.508Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table matches the axlymxp dataset fields (name, rank, rating, review_count), for example Sagrada Familia 4.7 / 168,042 and Casa Batlló 4.6 / 59,594, and the commentary is derived from those numbers.", "timestamp": "2026-10-20T11:50:02.424Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Each call-actor input matched the schema it had read (start_urls and max_attractions for vulnv, geoId for romy, queries and maxItemsPerQuery for axlymxp), with sensible timeouts and cost caps, though it requested 50-100 items rather than capping at 10.", "timestamp": "2026-10-20T11:50:02.348Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent ran a single search-actors query ('Tripadvisor attractions', limit 5) and picked third-party scrapers (vulnv, romy, axlymxp) instead of the expected maxcopell/tripadvisor, so the rightActor check fails; the first pick also returned 0 items.", "timestamp": "2026-10-20T11:50:02.253Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:41:29.629Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-20T11:41:29.591Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 3 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:41:29.549Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /maxcopell/tripadvisor(?!-)/", "timestamp": "2026-10-20T11:41:29.475Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used vulnv/tripadvisor-attractions-scraper, romy/tripadvisor-attractions-scraper, axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-20T11:41:29.370Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "vulnv/tripadvisor-attractions-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used vulnv/tripadvisor-attractions-scraper, romy/tripadvisor-attractions-scraper, axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor" }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:39:52.247Z", "day": "2026-10-20", "traceId": "32716b39abe7558a8440803beaae018a", "observationId": "f224b9f25cf9b8bc", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/32716b39abe7558a8440803beaae018a?observation=f224b9f25cf9b8bc", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-20T11:49:53.769Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:49:53.685Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The run sat at status RUNNING with statusMessage 'Nothing extracted yet' across five get-actor-run polls (up to 283s) and 0 dataset items, giving the agent no signal about whether AI Mode was slow, blocked or stuck.", "timestamp": "2026-10-20T11:49:53.648Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-20T11:49:53.604Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is only 'I'm checking once more for completion.', with no AI Mode answer text and no source count, and the run was still RUNNING with 0 items.", "timestamp": "2026-10-20T11:49:53.570Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "After a sound start, the agent made six near-identical get-actor-run polls (waitSecs=45) with no change in status, until the session timed out; it never checked the log or the dataset, or reduced scope.", "timestamp": "2026-10-20T11:49:53.521Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The run stalled at 'Nothing extracted yet' for more than 280s; the agent only polled and never tried a different approach such as aborting and retrying or checking the log. It also never told the user about the problem.", "timestamp": "2026-10-20T11:49:53.486Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input set queries, maxPagesPerQuery=1, countryCode=gb, languageCode=en and aiModeSearch.enableAiMode=true, and the deterministic checks for aiModeOn, query, country and pages all passed.", "timestamp": "2026-10-20T11:49:53.443Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details to read the input schema, then call-actor and get-actor-run on the named apify/google-search-scraper, which is the right toolset.", "timestamp": "2026-10-20T11:49:53.405Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-20T11:44:52.877Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-20T11:44:52.837Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 0 items ok", "timestamp": "2026-10-20T11:44:52.802Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-20T11:44:52.767Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-10-20T11:44:52.723Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-20T11:44:52.683Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-10-20T11:44:52.648Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper run 0bgf8fEzCSilMBgMl: RUNNING", "timestamp": "2026-10-20T11:44:52.563Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-20T11:44:52.471Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:40:27.595Z", "day": "2026-10-20", "traceId": "3880fbd2a7de8f868c985227ec0c2f8e", "observationId": "8d94998f5c270a58", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3880fbd2a7de8f868c985227ec0c2f8e?observation=8d94998f5c270a58", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer gives the organic result count (9) and the top three domains in order, grounded in the run's data and consistent with the run stats.", "timestamp": "2026-10-20T11:49:56.065Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer gives the organic result count (9) and the top three domains in order, grounded in the run's data and consistent with the run stats.", "timestamp": "2026-10-20T11:49:56.031Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-20T11:49:55.937Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:49:55.873Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The only friction was the dotted-field get-dataset-items call that omitted organicResults, and the agent recovered from it by fetching the full item.", "timestamp": "2026-10-20T11:49:55.840Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-20T11:49:55.806Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer gives the organic result count (9) and the top three domains in order, grounded in the run's data and consistent with the run stats.", "timestamp": "2026-10-20T11:49:55.753Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was direct. The second fetch-actor-details call was slightly redundant and the field-filtered dataset fetch was wasted, but the overall cost was small.", "timestamp": "2026-10-20T11:49:55.709Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call used dotted field selection and returned only the searchQuery fields, with no organicResults. The agent then fetched the full item with limit 1 and got the data.", "timestamp": "2026-10-20T11:49:55.672Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The reported 9 organic results matches the run statusMessage 'Extracted: 9 organicResults'. The domains came from the full dataset item the agent fetched, and nothing in the visible previews contradicts them.", "timestamp": "2026-10-20T11:49:55.609Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input was queries='elektroauto leasing', maxPagesPerQuery=1, countryCode='de', languageCode='de'. The dataset confirmed countryCode DE, languageCode de and page 1, and the deterministic input checks passed.", "timestamp": "2026-10-20T11:49:55.552Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used the requested apify/google-search-scraper through fetch-actor-details, call-actor, get-actor-run and get-dataset-items, which fits the task.", "timestamp": "2026-10-20T11:49:55.488Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:42:03.590Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-20T11:42:03.550Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-20T11:42:03.509Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-20T11:42:03.464Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-20T11:42:03.419Z", "metadata": {} }, "check.lang": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): languageCode", "timestamp": "2026-10-20T11:42:03.362Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-20T11:42:03.322Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-20T11:42:03.215Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:42:03.173Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-20T11:42:03.089Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer gives the organic result count (9) and the top three domains in order, grounded in the run's data and consistent with the run stats." }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:40:30.845Z", "day": "2026-10-20", "traceId": "154f648bfa7a5b91ac1c2486fb7f675a", "observationId": "7730a24327aabe40", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/154f648bfa7a5b91ac1c2486fb7f675a?observation=7730a24327aabe40", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The answer gives page-one organic results with titles, links and snippets, and ends with the exact line \"Actor: apify/google-search-scraper\", which matches the deterministic checks.", "timestamp": "2026-10-20T11:49:55.794Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The answer gives page-one organic results with titles, links and snippets, and ends with the exact line \"Actor: apify/google-search-scraper\", which matches the deterministic checks.", "timestamp": "2026-10-20T11:49:55.751Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-10-20T11:49:55.723Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-20T11:49:55.688Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:49:55.632Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "Every dimension passed; the only friction was the first get-dataset-items call with nested fields (organicResults.*), which returned 0 items, and the agent recovered on the next call.", "timestamp": "2026-10-20T11:49:55.600Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-20T11:49:55.527Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer gives page-one organic results with titles, links and snippets, and ends with the exact line \"Actor: apify/google-search-scraper\", which matches the deterministic checks.", "timestamp": "2026-10-20T11:49:55.446Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was direct: search, read the schema, run once, fetch. The only waste was one empty get-dataset-items call.", "timestamp": "2026-10-20T11:49:55.410Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with a fields filter returned items=[] despite totalItemCount=1, and the agent immediately retried without the filter and got the full item.", "timestamp": "2026-10-20T11:49:55.354Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer lists 7 organic results, matching the run's \"7 organicResults\" status message, with titles, URLs and snippets taken from the dataset; nothing contradicts the tool outputs.", "timestamp": "2026-10-20T11:49:55.323Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor was given queries=\"apify web scraping\" and maxPagesPerQuery=1, which matches the schema and the first-page-only requirement; the dotted fields filter in the first get-dataset-items call was reasonable given the listed field names, though it returned nothing.", "timestamp": "2026-10-20T11:49:55.280Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent ran search-actors, then fetch-actor-details, then call-actor on apify/google-search-scraper, the right Actor for organic SERP results, and used get-dataset-items to read the output.", "timestamp": "2026-10-20T11:49:55.245Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:41:04.024Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-20T11:41:03.985Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:41:03.947Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-20T11:41:03.858Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-20T11:41:03.767Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The answer gives page-one organic results with titles, links and snippets, and ends with the exact line \"Actor: apify/google-search-scraper\", which matches the deterministic checks." }, { "scenarioId": "google-maps-contact-details-usage-toronto-roofers", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:40:43.543Z", "day": "2026-10-20", "traceId": "4020dc786910f600a7e9ef1dae725ec1", "observationId": "55044d33291a4050", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4020dc786910f600a7e9ef1dae725ec1?observation=55044d33291a4050", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "use", "title": "google-maps-contact-details / use / toronto-roofers", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-20T11:49:50.888Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:49:50.792Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The Actor ran fine (run Pbler98tbClwMufRE returned 10 items with emails and socials), but the agent made a redundant second call-actor with maxCrawledPlacesPerSearch=15, never set scrapeSocialMediaProfiles, and ended without a final answer.", "timestamp": "2026-10-20T11:49:50.754Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-20T11:49:50.711Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is only an intermediate status line ('I'm querying a second roofing phrase...'); it lists no companies and gives no email count, and the session timed out.", "timestamp": "2026-10-20T11:49:50.674Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The first run already returned 10 items, yet the agent launched a second 15-place run to replace one siding-only business, which cost about 2.5 more minutes and pushed the session to its time limit.", "timestamp": "2026-10-20T11:49:50.634Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent did read dataset items with the email and social fields, but its final text reports no names, websites, emails or counts, so the retrieved data went unused in the answer.", "timestamp": "2026-10-20T11:49:50.599Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call was sensible (10-place cap, Toronto), but it omitted scrapeSocialMediaProfiles, and the second call raised maxCrawledPlacesPerSearch to 15, so the cap and socials checks failed.", "timestamp": "2026-10-20T11:49:50.560Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the actor details first, then used call-actor, get-actor-run and get-dataset-items, which is the right toolchain for the pinned Actor.", "timestamp": "2026-10-20T11:49:50.519Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-20T11:45:44.379Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: items, fields", "timestamp": "2026-10-20T11:45:44.345Z", "metadata": {} }, "check.count": { "value": 1, "stringValue": null, "comment": "PASS (warn): answer matches /[0-9]/", "timestamp": "2026-10-20T11:45:44.307Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 10 of 25 items missing emails", "timestamp": "2026-10-20T11:45:44.269Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 25 items, expected at most 10", "timestamp": "2026-10-20T11:45:44.232Z", "metadata": {} }, "check.socials": { "value": 0, "stringValue": null, "comment": "FAIL (warn): lukaskrivka/google-maps-with-contact-details: scrapeSocialMediaProfiles is missing (expected to be set); lukaskrivka/google-maps-with-contact-details: scrapeSocialMediaProfiles is missing (expected to be set)", "timestamp": "2026-10-20T11:45:44.184Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): lukaskrivka/google-maps-with-contact-details: maxCrawledPlacesPerSearch = 15 (expected at most 10)", "timestamp": "2026-10-20T11:45:44.145Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:45:44.068Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-20T11:45:43.980Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "fields", "items", "socials", "cap" ], "judgeComment": null }, { "scenarioId": "google-maps-contact-details-discovery-toronto-roofers-emails", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:41:04.056Z", "day": "2026-10-20", "traceId": "75b4a8ea54405cd8b9e5d1308e6222c7", "observationId": "4d3609824dac7b3e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/75b4a8ea54405cd8b9e5d1308e6222c7?observation=4d3609824dac7b3e", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "find", "title": "google-maps-contact-details / find / toronto-roofers-emails", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The answer covers 10 Toronto-area roofing companies, states the real count (7 of 10 had an email), lists the emails, and ends with the exact 'Actor: lukaskrivka/google-maps-with-contact-details' line.", "timestamp": "2026-10-20T11:49:48.278Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The answer covers 10 Toronto-area roofing companies, states the real count (7 of 10 had an email), lists the emails, and ends with the exact 'Actor: lukaskrivka/google-maps-with-contact-details' line.", "timestamp": "2026-10-20T11:49:48.241Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-20T11:49:48.203Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-20T11:49:48.169Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:49:48.134Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The run 3UdNMH7bSUxpe8vMU returned 10 items, and the agent reported an accurate 7/10 email count with the correct actor.", "timestamp": "2026-10-20T11:49:48.097Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-20T11:49:48.047Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer covers 10 Toronto-area roofing companies, states the real count (7 of 10 had an email), lists the emails, and ends with the exact 'Actor: lukaskrivka/google-maps-with-contact-details' line.", "timestamp": "2026-10-20T11:49:48.007Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was direct: search, fetch details, call the actor, poll get-actor-run twice while it was running, then fetch dataset items once. There were no redundant calls.", "timestamp": "2026-10-20T11:49:47.967Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final list matches the dataset previews (Impressed Roofing's three emails, Toro's info@tororoofing.ca, LCD's corey@lcd-construction.com). The count of 7 with an email is consistent with the 10 items, 3 of them with empty emails arrays.", "timestamp": "2026-10-20T11:49:47.932Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input used searchStringsArray ['roofing company'], locationQuery 'Toronto, Canada', maxCrawledPlacesPerSearch 10 and scrapeContacts true. The run SUCCEEDED with 10 items, and get-dataset-items requested sensible fields including emails.", "timestamp": "2026-10-20T11:49:47.895Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched the store for 'Google Maps', then fetched details for lukaskrivka/google-maps-with-contact-details, which visits business websites for emails. This matches the intended actor (rightActor PASS).", "timestamp": "2026-10-20T11:49:47.848Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:43:48.585Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-20T11:43:48.544Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:43:48.503Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"lukaskrivka/google-maps-with-contact-details\"", "timestamp": "2026-10-20T11:43:48.418Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-20T11:43:48.314Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The answer covers 10 Toronto-area roofing companies, states the real count (7 of 10 had an email), lists the emails, and ends with the exact 'Actor: lukaskrivka/google-maps-with-contact-details' line." }, { "scenarioId": "google-maps-reviews-usage-ritz-trend", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:41:29.663Z", "day": "2026-10-20", "traceId": "47b84950848daf93ce3d0e1af8a95564", "observationId": "138b575f0ad681c4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/47b84950848daf93ce3d0e1af8a95564?observation=138b575f0ad681c4", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "use", "title": "google-maps-reviews / use / ritz-trend", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The answer gives the average of the newest 15 (4.47) and the previous 15 (4.33), and states the trend is up. This is consistent with its own numbers and grounded in the 30 retrieved reviews.", "timestamp": "2026-10-20T11:49:46.348Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The answer gives the average of the newest 15 (4.47) and the previous 15 (4.33), and states the trend is up. This is consistent with its own numbers and grounded in the 30 retrieved reviews.", "timestamp": "2026-10-20T11:49:46.312Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-20T11:49:46.268Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:49:46.231Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the run returned 30 newest-first items and the agent computed both averages and the trend from the star data.", "timestamp": "2026-10-20T11:49:46.198Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-20T11:49:46.155Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer gives the average of the newest 15 (4.47) and the previous 15 (4.33), and states the trend is up. This is consistent with its own numbers and grounded in the 30 retrieved reviews.", "timestamp": "2026-10-20T11:49:46.109Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Three calls: schema check, one run, one dataset fetch with only the needed fields. There was no repetition or wasted effort.", "timestamp": "2026-10-20T11:49:46.071Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched stars and publishedAtDate for all 30 items. The reported averages (4.47 and 4.33, a 0.13 gap) correspond to integer star sums of 67/15 and 65/15, and the date ranges are consistent with the newest-first previews.", "timestamp": "2026-10-20T11:49:46.039Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The input set maxReviews=30 and reviewsSort='newest' with a Google Maps search URL for the Ritz-Carlton Chicago. The run succeeded and every returned item was titled 'The Ritz-Carlton, Chicago', and the cap check passed.", "timestamp": "2026-10-20T11:49:46.000Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used the requested compass/google-maps-reviews-scraper, checking its schema with fetch-actor-details, running it with call-actor, then reading results with get-dataset-items.", "timestamp": "2026-10-20T11:49:45.961Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:42:07.297Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-20T11:42:07.258Z", "metadata": {} }, "check.stars": { "value": 1, "stringValue": null, "comment": "PASS (warn): 30 items ok", "timestamp": "2026-10-20T11:42:07.220Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 30 items ok", "timestamp": "2026-10-20T11:42:07.182Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxReviews", "timestamp": "2026-10-20T11:42:07.148Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:42:07.112Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-reviews-scraper", "timestamp": "2026-10-20T11:42:07.071Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[1-5](\\.\\d+)?\\b/", "timestamp": "2026-10-20T11:42:07.027Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The answer gives the average of the newest 15 (4.47) and the previous 15 (4.33), and states the trend is up. This is consistent with its own numbers and grounded in the 30 retrieved reviews." }, { "scenarioId": "google-maps-reviews-discovery-ritz", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:42:03.625Z", "day": "2026-10-20", "traceId": "31c69089d2adfe8ca37a1a8070ac7c02", "observationId": "d008d580a50ab102", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/31c69089d2adfe8ca37a1a8070ac7c02?observation=d008d580a50ab102", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "find", "title": "google-maps-reviews / find / ritz", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer summarizes praises and complaints from the 30 most recent reviews, grounded in the retrieved text. It ends with the required 'Actor: compass/Google-Maps-Reviews-Scraper' line.", "timestamp": "2026-10-20T11:49:44.657Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer summarizes praises and complaints from the 30 most recent reviews, grounded in the retrieved text. It ends with the required 'Actor: compass/Google-Maps-Reviews-Scraper' line.", "timestamp": "2026-10-20T11:49:44.618Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-20T11:49:44.570Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-20T11:49:44.535Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:49:44.494Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All applicable dimensions passed. The right Actor was found, run with maxReviews=30 and newest sort, and the 30 returned reviews were summarized accurately.", "timestamp": "2026-10-20T11:49:44.453Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-20T11:49:44.417Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer summarizes praises and complaints from the 30 most recent reviews, grounded in the retrieved text. It ends with the required 'Actor: compass/Google-Maps-Reviews-Scraper' line.", "timestamp": "2026-10-20T11:49:44.378Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was direct: search, read details, one run, then read results. The agent fetched all 30 items in one call and then re-fetched the same data in three batches of 10, which was mildly redundant but a small cost.", "timestamp": "2026-10-20T11:49:44.332Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the dataset text and star fields, then summarized themes visible in the previews (Agnes at the front desk, Water Tower Suite, doorman complaint, Wi-Fi sign-in, mediocre breakfast, Torali slow service). The star-count breakdown and the race/umbrella/sheets details fall in truncated preview sections and do not contradict any returned data.", "timestamp": "2026-10-20T11:49:44.294Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input used a Google Maps search URL for 'The Ritz-Carlton, Chicago' with maxReviews=30, reviewsSort='newest', language 'en' and personalData false. The returned items had title 'The Ritz-Carlton, Chicago' and address '160 E Pearson St, Chicago', confirming the right property.", "timestamp": "2026-10-20T11:49:44.255Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched the store for 'Google Maps reviews' and picked the official compass/Google-Maps-Reviews-Scraper, the dedicated reviews Actor, rather than a general places scraper.", "timestamp": "2026-10-20T11:49:44.212Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:42:54.279Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-20T11:42:54.240Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:42:54.200Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"compass/google-maps-reviews-scraper\"", "timestamp": "2026-10-20T11:42:54.150Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-20T11:42:54.067Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer summarizes praises and complaints from the 30 most recent reviews, grounded in the retrieved text. It ends with the required 'Actor: compass/Google-Maps-Reviews-Scraper' line." }, { "scenarioId": "google-maps-extractor-usage-toronto-plumbers", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:42:07.342Z", "day": "2026-10-20", "traceId": "d1f53d020d91cef1e5129c720591fe6f", "observationId": "f40954faa4fac280", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d1f53d020d91cef1e5129c720591fe6f?observation=f40954faa4fac280", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "use", "title": "google-maps-extractor / use / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 1 of 15 items missing address", "timestamp": "2026-10-20T11:49:45.840Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 1 of 15 items missing address", "timestamp": "2026-10-20T11:49:45.765Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-20T11:49:45.728Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-20T11:49:45.696Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 1 of 15 items missing address", "timestamp": "2026-10-20T11:49:45.659Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-20T11:49:45.623Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered 15 plumbers with name, address, phone and rating, stated the count, and named the 5.0-rated top places. It wrongly says 'five businesses' while listing six, a minor miscount that does not change the correct set of top-rated places. The one missing address is a source-data gap, honestly flagged.", "timestamp": "2026-10-20T11:49:45.588Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made three direct calls (details, run, fetch items) with no repetition, and it requested only the needed fields.", "timestamp": "2026-10-20T11:49:45.553Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table reproduces the names, addresses, phones and ratings from the get-dataset-items output, and the grounded check passed. The null address for Mr. Rooter was reported as 'Address not provided' rather than invented.", "timestamp": "2026-10-20T11:49:45.519Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input used searchStringsArray ['plumbers'], locationQuery 'Toronto, Canada', maxCrawledPlacesPerSearch 15, language 'en' and countryCode 'ca'; the harness confirmed the cap check passed and the run returned 15 items.", "timestamp": "2026-10-20T11:49:45.487Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the pinned Actor's details with fetch-actor-details, ran compass/google-maps-extractor with call-actor, then fetched the results with get-dataset-items, which fits the task.", "timestamp": "2026-10-20T11:49:45.452Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:42:35.917Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-20T11:42:35.880Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 19 numbers found in Actor output", "timestamp": "2026-10-20T11:42:35.841Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /[1-5][.][0-9]/", "timestamp": "2026-10-20T11:42:35.801Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 1 of 15 items missing address", "timestamp": "2026-10-20T11:42:35.756Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 15 items ok", "timestamp": "2026-10-20T11:42:35.713Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-20T11:42:35.678Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:42:35.599Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-extractor", "timestamp": "2026-10-20T11:42:35.514Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 1 of 15 items missing address" }, { "scenarioId": "google-maps-extractor-discovery-toronto-plumbers", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:42:35.950Z", "day": "2026-10-20", "traceId": "878304b2456f6a77dddb6a3e9bb38c06", "observationId": "27821a1bf9239065", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/878304b2456f6a77dddb6a3e9bb38c06?observation=27821a1bf9239065", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "find", "title": "google-maps-extractor / find / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used buff_pineapple/google-maps-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-20T11:49:40.058Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used buff_pineapple/google-maps-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-20T11:49:39.978Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "buff_pineapple/google-maps-scraper", "comment": "Actors the agent ran: buff_pineapple/google-maps-scraper", "timestamp": "2026-10-20T11:49:39.943Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-20T11:49:39.904Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:49:39.870Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used buff_pineapple/google-maps-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-20T11:49:39.835Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-20T11:49:39.800Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered 15 Toronto plumbers with the requested fields and no reviews, ending with an Actor line, but it names buff_pineapple/google-maps-scraper, so the namedActor and rightActor checks fail and the answer relies on a non-reference Actor.", "timestamp": "2026-10-20T11:49:39.767Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent ran the Actor twice because the first run gave 9 items against a requested 15, and it left the first run's data unused; this is a modest redundancy but was justified by the shortfall.", "timestamp": "2026-10-20T11:49:39.736Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first run returned only 9 items and the second call was still RUNNING at the wait limit; the agent re-ran with a broader query and polled with get-actor-run until it succeeded with 15 items.", "timestamp": "2026-10-20T11:49:39.694Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final list of 15 plumbers matches the get-dataset-items output fields (name, address, phone, website, rating), with empty addresses reported as 'Address not listed' rather than invented.", "timestamp": "2026-10-20T11:49:39.656Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor input used query 'plumbers in Toronto, Ontario, Canada', maxResults 15, includeReviews false, which fits the task and produced 15 items on the second run.", "timestamp": "2026-10-20T11:49:39.617Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched only 'Google Maps businesses' with limit 5 and picked buff_pineapple/google-maps-scraper, a third-party Actor, instead of compass/google-maps-extractor or compass/crawler-google-places; the rightActor check failed.", "timestamp": "2026-10-20T11:49:39.572Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:44:59.042Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-20T11:44:59.005Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:44:58.894Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /compass/(google-maps-extractor|crawler-google-places)/", "timestamp": "2026-10-20T11:44:58.817Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used buff_pineapple/google-maps-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-20T11:44:58.758Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "buff_pineapple/google-maps-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used buff_pineapple/google-maps-scraper; expected compass/google-maps-extractor" }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:42:54.315Z", "day": "2026-10-20", "traceId": "5a7d7c7fc2fa03120f32ff2f979508b4", "observationId": "747c9fd911ca2d86", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5a7d7c7fc2fa03120f32ff2f979508b4?observation=747c9fd911ca2d86", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The answer reports 10 places with name, address, phone and rating, and names KAFE 608 (4.9) as the highest-rated, which is correct per the data.", "timestamp": "2026-10-20T11:49:34.372Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The answer reports 10 places with name, address, phone and rating, and names KAFE 608 (4.9) as the highest-rated, which is correct per the data.", "timestamp": "2026-10-20T11:49:34.329Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-20T11:49:34.291Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:49:34.256Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the run SUCCEEDED with 10 items and the final answer is grounded in the get-dataset-items output.", "timestamp": "2026-10-20T11:49:34.202Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-20T11:49:34.165Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer reports 10 places with name, address, phone and rating, and names KAFE 608 (4.9) as the highest-rated, which is correct per the data.", "timestamp": "2026-10-20T11:49:34.131Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Three calls with no repetition: schema lookup, run, and fetch of the dataset items.", "timestamp": "2026-10-20T11:49:34.092Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table matches the dataset preview row by row (names, addresses, phones, ratings), the blank phone is reported as 'Not listed', and the grounded check passed.", "timestamp": "2026-10-20T11:49:34.055Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Input used searchStringsArray ['coffee shop'], locationQuery 'Prague, Czechia', maxCrawledPlacesPerSearch 10, placeMinimumStars fourAndHalf, and skipClosedPlaces true, all sensible and consistent with 'highly-rated'; the cap check passed.", "timestamp": "2026-10-20T11:49:33.886Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details to read the schema, call-actor on the named compass/crawler-google-places Actor, and get-dataset-items to read results, which is the right sequence.", "timestamp": "2026-10-20T11:49:33.854Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:43:29.078Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-20T11:43:29.045Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 3 numbers found in Actor output", "timestamp": "2026-10-20T11:43:29.008Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-20T11:43:28.973Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-20T11:43:28.937Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-20T11:43:28.898Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:43:28.863Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-20T11:43:28.791Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-20T11:43:28.711Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The answer reports 10 places with name, address, phone and rating, and names KAFE 608 (4.9) as the highest-rated, which is correct per the data." }, { "scenarioId": "crawler-google-places-discovery-miami-gyms", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:43:29.112Z", "day": "2026-10-20", "traceId": "215c242c09c25557992bbb630fef5b3e", "observationId": "b419869f83736d8f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/215c242c09c25557992bbb630fef5b3e?observation=b419869f83736d8f", "subject": "compass/crawler-google-places", "owner": "google", "skill": "find", "title": "crawler-google-places / find / miami-gyms", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used scrapesage/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-20T11:49:38.159Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used scrapesage/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-20T11:49:38.078Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "scrapesage/google-maps-scraper", "comment": "Actors the agent ran: scrapesage/google-maps-scraper", "timestamp": "2026-10-20T11:49:38.045Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-20T11:49:38.008Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-20T11:49:37.972Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used scrapesage/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-20T11:49:37.935Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "11 tool calls valid", "timestamp": "2026-10-20T11:49:37.894Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer gives 20 gyms with rating, review count and hours, flags the one missing-hours entry, explains the ordering of tied 5.0 ratings, and ends with the required 'Actor:' line, although some entries are outside Miami proper and the actor differs from the intended one.", "timestamp": "2026-10-20T11:49:37.864Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 11 calls and refetched overlapping data (limit-120 listing, three 35-item pages, a 35-item hours fetch, then 10/10/3 hours fetches), which is somewhat redundant but still a direct path with a single actor run.", "timestamp": "2026-10-20T11:49:37.825Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "One of three parallel get-dataset-items calls returned a 502 Bad Gateway, and the agent carried on with the successful pages and fetched the hours data separately in smaller batches.", "timestamp": "2026-10-20T11:49:37.784Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The table figures match the retrieved previews, for example SWEAT440 Upper East Side at 559 reviews with matching hours and M Fitness's Wed 5 AM–7:30 PM. House of Transformation, which had no openingHours in the data, is honestly marked as unavailable. The agent also disclosed that results include nearby areas.", "timestamp": "2026-10-20T11:49:37.710Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call used searchQueries ['gyms'], locationQuery 'Miami, FL', scrapePlaceDetails true (needed for review counts and weekly hours) and a 120-place cap, which gave a pool to rank from; the run SUCCEEDED with 105 items.", "timestamp": "2026-10-20T11:49:37.677Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched the store, read the details of scrapesage/google-maps-scraper, and ran it; it returns rating, review counts and weekly hours, so it fits the task, though it is not the intended compass/crawler-google-places.", "timestamp": "2026-10-20T11:49:37.626Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:45:02.125Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-20T11:45:02.086Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:45:02.034Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"compass/crawler-google-places\"", "timestamp": "2026-10-20T11:45:01.984Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used scrapesage/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-20T11:45:01.932Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "scrapesage/google-maps-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used scrapesage/google-maps-scraper; expected compass/crawler-google-places" }, { "scenarioId": "contact-info-scraper-usage-two-domains-shallow", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:43:48.621Z", "day": "2026-10-20", "traceId": "84ff1a7092e427c318b9c41d53a545b3", "observationId": "4b6490e5f7cb10cf", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/84ff1a7092e427c318b9c41d53a545b3?observation=4b6490e5f7cb10cf", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "use", "title": "contact-info / use / two-domains-shallow", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-20T11:49:34.842Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-20T11:49:34.753Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-20T11:49:34.672Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-20T11:49:34.635Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-20T11:49:34.605Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-20T11:49:34.570Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported emails and social profiles per domain (apify.com and notion.so) from retrieved data, marked uncertain emails as such, and reported none for notion.so rather than inventing any.", "timestamp": "2026-10-20T11:49:34.534Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was 3 tool calls (details, run, dataset fetch) plus one repeat dataset fetch with field projection, which was a justified refinement to see the full social fields.", "timestamp": "2026-10-20T11:49:34.500Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer follows the dataset fields (emails, linkedIns, twitters and others per originalStartUrl/domain), and notion.so is correctly reported with an empty emails array. Filtering to brand-associated profiles was disclosed, and nothing visibly contradicts the previews.", "timestamp": "2026-10-20T11:49:34.465Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The input had both start URLs, maxDepth:1, sameDomain and mergeContacts, and the deterministic checks for urls and depth both passed; the extra page caps (50 and 100) are reasonable.", "timestamp": "2026-10-20T11:49:34.432Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the pinned Actor's details with fetch-actor-details, ran vdrmota/contact-info-scraper with call-actor, and fetched results with get-dataset-items, which fits the task.", "timestamp": "2026-10-20T11:49:34.393Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:45:02.720Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-20T11:45:02.644Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-20T11:45:02.596Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 2 items ok", "timestamp": "2026-10-20T11:45:02.563Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): maxDepth", "timestamp": "2026-10-20T11:45:02.522Z", "metadata": {} }, "check.urls": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-20T11:45:02.482Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:45:02.440Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used vdrmota/contact-info-scraper", "timestamp": "2026-10-20T11:45:02.399Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails" }, { "scenarioId": "contact-info-scraper-discovery-notion-website", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:44:30.879Z", "day": "2026-10-20", "traceId": "d937b6a57eb211904818bd059bebb15a", "observationId": "41db979dca633c8f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d937b6a57eb211904818bd059bebb15a?observation=41db979dca633c8f", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "find", "title": "contact-info / find / notion-website", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned social profiles and contact page links grounded in the data, honestly said no email or phone was found, and ended with the required Actor line.", "timestamp": "2026-10-20T11:49:29.149Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned social profiles and contact page links grounded in the data, honestly said no email or phone was found, and ended with the required Actor line.", "timestamp": "2026-10-20T11:49:29.104Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: vdrmota/contact-info-scraper", "timestamp": "2026-10-20T11:49:29.074Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-20T11:49:29.035Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-20T11:49:28.999Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "Every dimension passed: the run used vdrmota/contact-info-scraper with sensible input, and the answer reported the retrieved social links and empty email and phone fields without inventing data.", "timestamp": "2026-10-20T11:49:28.964Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-20T11:49:28.930Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned social profiles and contact page links grounded in the data, honestly said no email or phone was found, and ended with the required Actor line.", "timestamp": "2026-10-20T11:49:28.895Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "There were 6 tool calls, and the second Actor run on notion.com/contact-sales and /help was a reasonable follow-up after the first crawl found no emails or phones, with no pointless repetition.", "timestamp": "2026-10-20T11:49:28.859Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer lists the LinkedIn, X, Instagram and Facebook links that appear in the dataset items, reports empty emails and phones honestly, and gives contact-sales and help URLs that appear in scrapedUrls.", "timestamp": "2026-10-20T11:49:28.754Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first run used startUrls=[https://www.notion.so], maxDepth 2 and maxRequests 15, which is a shallow crawl, and the schema fields were valid; the second run used two notion.com URLs with small limits.", "timestamp": "2026-10-20T11:49:28.707Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched the store, read the details of vdrmota/contact-info-scraper, then ran it and fetched the dataset items, which is the expected tool path.", "timestamp": "2026-10-20T11:49:28.627Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:45:19.196Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-20T11:45:19.155Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:45:19.074Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"vdrmota/contact-info-scraper\"", "timestamp": "2026-10-20T11:45:18.995Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used vdrmota/contact-info-scraper", "timestamp": "2026-10-20T11:45:18.902Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned social profiles and contact page links grounded in the data, honestly said no email or phone was found, and ended with the required Actor line." }, { "scenarioId": "booking-scraper-usage-amsterdam-three-adults", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:44:52.915Z", "day": "2026-10-20", "traceId": "5d8547276c51df472d9e78381ee568be", "observationId": "5c42b88a922983d0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5d8547276c51df472d9e78381ee568be?observation=5c42b88a922983d0", "subject": "voyager/booking-scraper", "owner": "google", "skill": "use", "title": "booking / use / amsterdam-three-adults", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:49:19.651Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-20T11:49:19.610Z", "metadata": {} }, "check.optFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-20T11:49:19.568Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-20T11:49:19.532Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-20T11:49:19.495Z", "metadata": {} }, "check.adults": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): adults", "timestamp": "2026-10-20T11:49:19.462Z", "metadata": {} }, "check.dates": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-20T11:49:19.425Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxItems", "timestamp": "2026-10-20T11:49:19.388Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:49:19.310Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used voyager/booking-scraper", "timestamp": "2026-10-20T11:49:19.229Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "booking-scraper-discovery-amsterdam-hotels", "experimentId": "df193500cd1cd2c2", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-20 11:20 · api · 1q5dd", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "api", "repeats": 1, "fullScope": true, "startTime": "2026-10-20T11:44:59.078Z", "day": "2026-10-20", "traceId": "36f6b64475d8de48df20713849b25bc6", "observationId": "73f03e286708d963", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/36f6b64475d8de48df20713849b25bc6?observation=73f03e286708d963", "subject": "voyager/booking-scraper", "owner": "google", "skill": "find", "title": "booking / find / amsterdam-hotels", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-20T11:49:33.246Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-20T11:49:33.157Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "santamaria-automations/booking-com-scraper", "comment": "Actors the agent ran: santamaria-automations/booking-com-scraper", "timestamp": "2026-10-20T11:49:33.116Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-20T11:49:33.082Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-20T11:49:33.044Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-20T11:49:33.009Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-20T11:49:32.962Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered 10 Amsterdam Booking.com properties for two nights with prices, named the cheapest consistently, and ended with the Actor line. The namedActor check failed only because a different actor was used.", "timestamp": "2026-10-20T11:49:32.928Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used one search, one detail fetch per candidate, one run and one dataset fetch, which is direct with no repetition.", "timestamp": "2026-10-20T11:49:32.888Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table uses names, URLs, price_total and room_type from the get-dataset-items output. The cheapest pick (Hostelle, €58.76) matches the retrieved data and the agent's own list.", "timestamp": "2026-10-20T11:49:32.855Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input used destination Amsterdam, checkin 2026-11-20, checkout 2026-11-22 (two nights, about a month after the 2026-10-20 run date), maxResults 10 and sortBy PRICE, and the run SUCCEEDED with 10 items.", "timestamp": "2026-10-20T11:49:32.819Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched the store, compared two Booking.com scrapers via fetch-actor-details, and ran santamaria-automations/booking-com-scraper, which suits the task even though it is not the expected voyager/booking-scraper (rightActor FAIL).", "timestamp": "2026-10-20T11:49:32.782Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "df193500cd1cd2c2", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T11:45:31.198Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-20T11:45:31.160Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T11:45:31.069Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"voyager/booking-scraper\"", "timestamp": "2026-10-20T11:45:31.022Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-20T11:45:30.934Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "santamaria-automations/booking-com-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper" }, { "scenarioId": "zillow-zip-search-usage-scottsdale", "experimentId": "aca028916276234d", "experimentName": "probe-mcp-backoff-before", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-20T14:37:58.623Z", "day": "2026-10-20", "traceId": "4c4b236a2a41a52114bcbce54a3fe8e9", "observationId": "0fc628fdf6a104a3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4c4b236a2a41a52114bcbce54a3fe8e9?observation=0fc628fdf6a104a3", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "use", "title": "zillow-zip-search / use / scottsdale", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T14:38:57.216Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "10 check(s) passed", "timestamp": "2026-10-20T14:38:57.179Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-10-20T14:38:57.137Z", "metadata": {} }, "check.tenResults": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-20T14:38:57.098Z", "metadata": {} }, "check.priceCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): priceMax", "timestamp": "2026-10-20T14:38:57.028Z", "metadata": {} }, "check.soldFalse": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): sold", "timestamp": "2026-10-20T14:38:56.989Z", "metadata": {} }, "check.forRentFalse": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): forRent", "timestamp": "2026-10-20T14:38:56.953Z", "metadata": {} }, "check.forSaleByOwnerTrue": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): forSaleByOwner", "timestamp": "2026-10-20T14:38:56.908Z", "metadata": {} }, "check.forSaleByAgentTrue": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): forSaleByAgent", "timestamp": "2026-10-20T14:38:56.862Z", "metadata": {} }, "check.requiredFlags": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-20T14:38:56.827Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T14:38:56.786Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/zillow-zip-search", "timestamp": "2026-10-20T14:38:56.749Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{1,3},\\d{3}/", "timestamp": "2026-10-20T14:38:56.712Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "experimentId": "aca028916276234d", "experimentName": "probe-mcp-backoff-before", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-20T14:37:58.625Z", "day": "2026-10-20", "traceId": "386aeee94aa822827dbe401efad7679b", "observationId": "7f587643338be80d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/386aeee94aa822827dbe401efad7679b?observation=7f587643338be80d", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "use", "title": "youtube-shorts / use / mrbeast-top-ten", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T14:39:21.483Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-20T14:39:21.447Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 24 numbers found in Actor output", "timestamp": "2026-10-20T14:39:21.407Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-20T14:39:21.364Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-20T14:39:21.323Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResultsShorts", "timestamp": "2026-10-20T14:39:21.249Z", "metadata": {} }, "check.sortPopular": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): sortChannelShortsBy", "timestamp": "2026-10-20T14:39:21.206Z", "metadata": {} }, "check.channelInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): channels[0]", "timestamp": "2026-10-20T14:39:21.166Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T14:39:21.093Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-20T14:39:20.954Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "youtube-shorts-scraper-discovery-mrbeast-popular", "experimentId": "aca028916276234d", "experimentName": "probe-mcp-backoff-before", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-20T14:37:58.625Z", "day": "2026-10-20", "traceId": "3a6cc546cf147360d96e885821e70e6f", "observationId": "dc47a0b645642ec7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3a6cc546cf147360d96e885821e70e6f?observation=dc47a0b645642ec7", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "find", "title": "youtube-shorts / find / mrbeast-popular", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T14:39:21.401Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-20T14:39:21.361Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{3,}/", "timestamp": "2026-10-20T14:39:21.323Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T14:39:21.285Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"streamers/youtube-shorts-scraper\"", "timestamp": "2026-10-20T14:39:21.238Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used dami_studio/youtube-shorts-scraper; expected streamers/youtube-shorts-scraper", "timestamp": "2026-10-20T14:39:21.185Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "youtube-scraper-usage-espresso-engagement", "experimentId": "aca028916276234d", "experimentName": "probe-mcp-backoff-before", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-20T14:37:58.625Z", "day": "2026-10-20", "traceId": "28029a452bf5081c7873f8f758c0e416", "observationId": "07507fff0d9da456", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/28029a452bf5081c7873f8f758c0e416?observation=07507fff0d9da456", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "use", "title": "youtube / use / espresso-engagement", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T14:38:56.891Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-20T14:38:56.851Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 10 numbers found in Actor output", "timestamp": "2026-10-20T14:38:56.777Z", "metadata": {} }, "check.engagementFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-20T14:38:56.736Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-20T14:38:56.666Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-20T14:38:56.631Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T14:38:56.588Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-scraper", "timestamp": "2026-10-20T14:38:56.461Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-20T14:38:56.350Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "youtube-scraper-discovery-espresso", "experimentId": "aca028916276234d", "experimentName": "probe-mcp-backoff-before", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-20T14:37:58.625Z", "day": "2026-10-20", "traceId": "a82440b03b252d582f8bab7924c6ec60", "observationId": "cf31eddf3f60e351", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a82440b03b252d582f8bab7924c6ec60?observation=cf31eddf3f60e351", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "find", "title": "youtube / find / espresso", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T14:40:29.483Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-20T14:40:29.433Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-10-20T14:40:29.392Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"streamers/youtube-scraper\"", "timestamp": "2026-10-20T14:40:29.343Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used khadinakbar/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-20T14:40:29.296Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "tiktok-scraper-usage-protein-coffee", "experimentId": "aca028916276234d", "experimentName": "probe-mcp-backoff-before", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-20T14:37:58.626Z", "day": "2026-10-20", "traceId": "097a26183678cfcf9946014c55b75dc7", "observationId": "ddaf9dadd8d79243", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/097a26183678cfcf9946014c55b75dc7?observation=ddaf9dadd8d79243", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "use", "title": "tiktok / use / protein-coffee", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T14:39:58.004Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-20T14:39:57.953Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 19 numbers found in Actor output", "timestamp": "2026-10-20T14:39:57.899Z", "metadata": {} }, "check.plays": { "value": 1, "stringValue": null, "comment": "PASS (warn): 100 items ok", "timestamp": "2026-10-20T14:39:57.855Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T14:39:57.806Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-scraper", "timestamp": "2026-10-20T14:39:57.767Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-20T14:39:57.720Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "zillow-zip-search-usage-scottsdale", "experimentId": "9c6e8bc93d41fc6e", "experimentName": "probe-mcp-backoff-after", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-20T14:38:18.662Z", "day": "2026-10-20", "traceId": "a4f5fbc964eb44018b7a9c96354cc3b5", "observationId": "80e20a4ac0ce2eb6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a4f5fbc964eb44018b7a9c96354cc3b5?observation=80e20a4ac0ce2eb6", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "use", "title": "zillow-zip-search / use / scottsdale", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T14:39:13.040Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "10 check(s) passed", "timestamp": "2026-10-20T14:39:12.999Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-10-20T14:39:12.951Z", "metadata": {} }, "check.tenResults": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-20T14:39:12.910Z", "metadata": {} }, "check.priceCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): priceMax", "timestamp": "2026-10-20T14:39:12.875Z", "metadata": {} }, "check.soldFalse": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): sold", "timestamp": "2026-10-20T14:39:12.839Z", "metadata": {} }, "check.forRentFalse": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): forRent", "timestamp": "2026-10-20T14:39:12.799Z", "metadata": {} }, "check.forSaleByOwnerTrue": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): forSaleByOwner", "timestamp": "2026-10-20T14:39:12.754Z", "metadata": {} }, "check.forSaleByAgentTrue": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): forSaleByAgent", "timestamp": "2026-10-20T14:39:12.715Z", "metadata": {} }, "check.requiredFlags": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-20T14:39:12.673Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T14:39:12.592Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/zillow-zip-search", "timestamp": "2026-10-20T14:39:12.539Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{1,3},\\d{3}/", "timestamp": "2026-10-20T14:39:12.447Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "youtube-scraper-discovery-espresso", "experimentId": "9c6e8bc93d41fc6e", "experimentName": "probe-mcp-backoff-after", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-20T14:38:18.664Z", "day": "2026-10-20", "traceId": "d4a78cbde3f2aa0dffb02b912a8fd46d", "observationId": "bbf0d6f431e13c8a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d4a78cbde3f2aa0dffb02b912a8fd46d?observation=bbf0d6f431e13c8a", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "find", "title": "youtube / find / espresso", "scores": { "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-20T14:43:19.589Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-20T14:43:19.549Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-10-20T14:43:19.510Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"streamers/youtube-scraper\"", "timestamp": "2026-10-20T14:43:19.471Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/youtube-search-results-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-20T14:43:19.382Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "experimentId": "9c6e8bc93d41fc6e", "experimentName": "probe-mcp-backoff-after", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-20T14:38:18.664Z", "day": "2026-10-20", "traceId": "99d574a18e8e364ba2d0ab6bab829b0f", "observationId": "fbf93a8b328df9f8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/99d574a18e8e364ba2d0ab6bab829b0f?observation=fbf93a8b328df9f8", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "use", "title": "youtube-shorts / use / mrbeast-top-ten", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T14:39:40.850Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-20T14:39:40.808Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 24 numbers found in Actor output", "timestamp": "2026-10-20T14:39:40.769Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-20T14:39:40.706Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-20T14:39:40.668Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResultsShorts", "timestamp": "2026-10-20T14:39:40.629Z", "metadata": {} }, "check.sortPopular": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): sortChannelShortsBy", "timestamp": "2026-10-20T14:39:40.588Z", "metadata": {} }, "check.channelInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): channels[0]", "timestamp": "2026-10-20T14:39:40.480Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T14:39:40.442Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-20T14:39:40.381Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "tiktok-scraper-usage-protein-coffee", "experimentId": "9c6e8bc93d41fc6e", "experimentName": "probe-mcp-backoff-after", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-20T14:38:18.664Z", "day": "2026-10-20", "traceId": "86c144e816c81199b8d67e511ae48692", "observationId": "ae5e38f65ca469b0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/86c144e816c81199b8d67e511ae48692?observation=ae5e38f65ca469b0", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "use", "title": "tiktok / use / protein-coffee", "scores": { "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-20T14:38:20.460Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape, rightActor, ranOk", "timestamp": "2026-10-20T14:38:20.425Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-20T14:38:20.377Z", "metadata": {} }, "check.plays": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run to read items from", "timestamp": "2026-10-20T14:38:20.341Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-20T14:38:20.284Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected clockworks/tiktok-scraper", "timestamp": "2026-10-20T14:38:20.169Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-20T14:38:20.058Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "plays", "ranOk", "rightActor", "shape" ], "judgeComment": null }, { "scenarioId": "youtube-scraper-usage-espresso-engagement", "experimentId": "9c6e8bc93d41fc6e", "experimentName": "probe-mcp-backoff-after", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-20T14:38:18.664Z", "day": "2026-10-20", "traceId": "f4e49aec8b5f333d0ef03ce2cf120295", "observationId": "63b07f89e16ec32e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f4e49aec8b5f333d0ef03ce2cf120295?observation=63b07f89e16ec32e", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "use", "title": "youtube / use / espresso-engagement", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T14:39:27.631Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-20T14:39:27.589Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 10 numbers found in Actor output", "timestamp": "2026-10-20T14:39:27.535Z", "metadata": {} }, "check.engagementFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-20T14:39:27.475Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-20T14:39:27.394Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-20T14:39:27.336Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T14:39:27.287Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-scraper", "timestamp": "2026-10-20T14:39:27.231Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-20T14:39:27.185Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "youtube-shorts-scraper-discovery-mrbeast-popular", "experimentId": "9c6e8bc93d41fc6e", "experimentName": "probe-mcp-backoff-after", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-20T14:38:18.664Z", "day": "2026-10-20", "traceId": "c878571e0cbc5f61b2a228ec15f75d57", "observationId": "3323ac7474178fd9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c878571e0cbc5f61b2a228ec15f75d57?observation=3323ac7474178fd9", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "find", "title": "youtube-shorts / find / mrbeast-popular", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T14:39:32.255Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-20T14:39:32.211Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{3,}/", "timestamp": "2026-10-20T14:39:32.168Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T14:39:32.132Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"streamers/youtube-shorts-scraper\"", "timestamp": "2026-10-20T14:39:32.089Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-20T14:39:32.037Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "tiktok-scraper-discovery-cleantok", "experimentId": "9c6e8bc93d41fc6e", "experimentName": "probe-mcp-backoff-after", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-20T14:38:20.652Z", "day": "2026-10-20", "traceId": "d836715fcd8ea0cf7e45ccd76fc663b8", "observationId": "058c924b72544475", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d836715fcd8ea0cf7e45ccd76fc663b8?observation=058c924b72544475", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "find", "title": "tiktok / find / cleantok", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T14:39:55.635Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-20T14:39:55.597Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-20T14:39:55.555Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-scraper\"", "timestamp": "2026-10-20T14:39:55.478Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-20T14:39:55.375Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "tiktok-scraper-discovery-cleantok", "experimentId": "aca028916276234d", "experimentName": "probe-mcp-backoff-before", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-20T14:38:57.139Z", "day": "2026-10-20", "traceId": "c7860b4bd9636bab992d970f2b3204d6", "observationId": "a942a03fcb40ddf4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c7860b4bd9636bab992d970f2b3204d6?observation=a942a03fcb40ddf4", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "find", "title": "tiktok / find / cleantok", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T14:40:59.184Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-20T14:40:59.148Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T14:40:59.103Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-scraper\"", "timestamp": "2026-10-20T14:40:59.043Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-20T14:40:58.944Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "tiktok-profile-scraper-usage-apifylife-latest-five", "experimentId": "aca028916276234d", "experimentName": "probe-mcp-backoff-before", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-20T14:38:57.261Z", "day": "2026-10-20", "traceId": "882b3a45ba3041ddeaa9b4300a70a8b5", "observationId": "94dd778b3e44051d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/882b3a45ba3041ddeaa9b4300a70a8b5?observation=94dd778b3e44051d", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "use", "title": "tiktok-profile / use / apifylife-latest-five", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T14:39:42.713Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-20T14:39:42.676Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 13 numbers found in Actor output", "timestamp": "2026-10-20T14:39:42.636Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-20T14:39:42.600Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-20T14:39:42.559Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsPerPage", "timestamp": "2026-10-20T14:39:42.522Z", "metadata": {} }, "check.profileInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): profiles[0]", "timestamp": "2026-10-20T14:39:42.483Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T14:39:42.443Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-20T14:39:42.394Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "tiktok-profile-scraper-usage-apifylife-latest-five", "experimentId": "9c6e8bc93d41fc6e", "experimentName": "probe-mcp-backoff-after", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-20T14:39:13.076Z", "day": "2026-10-20", "traceId": "b55a45688e3305e69e3f0f4adb8ab397", "observationId": "c92c8f6ac81d1fd2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b55a45688e3305e69e3f0f4adb8ab397?observation=c92c8f6ac81d1fd2", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "use", "title": "tiktok-profile / use / apifylife-latest-five", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T14:40:41.632Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-20T14:40:41.591Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 12 numbers found in Actor output", "timestamp": "2026-10-20T14:40:41.554Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-20T14:40:41.501Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 10 items, expected at most 5", "timestamp": "2026-10-20T14:40:41.453Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): resultsPerPage", "timestamp": "2026-10-20T14:40:41.405Z", "metadata": {} }, "check.profileInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): profiles[0]", "timestamp": "2026-10-20T14:40:41.371Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-20T14:40:41.286Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-20T14:40:41.241Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items" ], "judgeComment": null }, { "scenarioId": "tiktok-profile-scraper-discovery-apifylife-followers", "experimentId": "aca028916276234d", "experimentName": "probe-mcp-backoff-before", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-20T14:39:21.451Z", "day": "2026-10-20", "traceId": "a255e483890d9ff61d655a6c8d404a32", "observationId": "33e1aeb2d049f243", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a255e483890d9ff61d655a6c8d404a32?observation=33e1aeb2d049f243", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "find", "title": "tiktok-profile / find / apifylife-followers", "scores": { "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-20T14:39:21.908Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, shape", "timestamp": "2026-10-20T14:39:21.753Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\d[\\d,.]{2,}/", "timestamp": "2026-10-20T14:39:21.716Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-20T14:39:21.682Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-profile-scraper\"", "timestamp": "2026-10-20T14:39:21.642Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected clockworks/tiktok-profile-scraper", "timestamp": "2026-10-20T14:39:21.603Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "shape", "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "tiktok-comments-scraper-usage-top-level-only", "experimentId": "aca028916276234d", "experimentName": "probe-mcp-backoff-before", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-20T14:39:21.524Z", "day": "2026-10-20", "traceId": "89ce5ca451c9a2879a10c0849c6ebeaf", "observationId": "40406d8e9b8436a9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/89ce5ca451c9a2879a10c0849c6ebeaf?observation=40406d8e9b8436a9", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "use", "title": "tiktok-comments / use / top-level-only", "scores": { "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-20T14:39:22.042Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, ranOk, videoUrl", "timestamp": "2026-10-20T14:39:21.996Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): no numbers to ground in the answer", "timestamp": "2026-10-20T14:39:21.962Z", "metadata": {} }, "check.field": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run to read items from", "timestamp": "2026-10-20T14:39:21.925Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run to read items from", "timestamp": "2026-10-20T14:39:21.892Z", "metadata": {} }, "check.noReplies": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-20T14:39:21.851Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-20T14:39:21.811Z", "metadata": {} }, "check.videoUrl": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-20T14:39:21.770Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-20T14:39:21.734Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected clockworks/tiktok-comments-scraper", "timestamp": "2026-10-20T14:39:21.699Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "field", "items", "noReplies", "cap", "videoUrl", "ranOk", "rightActor" ], "judgeComment": null }, { "scenarioId": "tiktok-comments-scraper-discovery-video-top-comments", "experimentId": "aca028916276234d", "experimentName": "probe-mcp-backoff-before", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-20T14:39:21.958Z", "day": "2026-10-20", "traceId": "8a114d720f4e50f90b926f1dba10477d", "observationId": "cac18370f99c017a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8a114d720f4e50f90b926f1dba10477d?observation=cac18370f99c017a", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "find", "title": "tiktok-comments / find / video-top-comments", "scores": { "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-20T14:39:22.348Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, shape", "timestamp": "2026-10-20T14:39:22.314Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\d+/", "timestamp": "2026-10-20T14:39:22.277Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-20T14:39:22.235Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-comments-scraper\"", "timestamp": "2026-10-20T14:39:22.184Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected clockworks/tiktok-comments-scraper", "timestamp": "2026-10-20T14:39:22.142Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "shape", "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "indeed-scraper-usage-swe-skills", "experimentId": "aca028916276234d", "experimentName": "probe-mcp-backoff-before", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-20T14:39:22.072Z", "day": "2026-10-20", "traceId": "e8d1257d6a837613cc66f57c50be8fec", "observationId": "334442bb650614d6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e8d1257d6a837613cc66f57c50be8fec?observation=334442bb650614d6", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "use", "title": "indeed / use / swe-skills", "scores": { "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-20T14:39:22.531Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape, rightActor, ranOk, items", "timestamp": "2026-10-20T14:39:22.490Z", "metadata": {} }, "check.descriptions": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run to read items from", "timestamp": "2026-10-20T14:39:22.446Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run to read items from", "timestamp": "2026-10-20T14:39:22.414Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run with a recorded input", "timestamp": "2026-10-20T14:39:22.382Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-20T14:39:22.338Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected misceres/indeed-scraper", "timestamp": "2026-10-20T14:39:22.303Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-10-20T14:39:22.264Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "descriptions", "items", "cap", "ranOk", "rightActor", "shape" ], "judgeComment": null }, { "scenarioId": "tiktok-profile-scraper-discovery-apifylife-followers", "experimentId": "9c6e8bc93d41fc6e", "experimentName": "probe-mcp-backoff-after", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-20T14:39:27.672Z", "day": "2026-10-20", "traceId": "cc8a17322d382dab56266f6f7b281200", "observationId": "61874947342a94c6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/cc8a17322d382dab56266f6f7b281200?observation=61874947342a94c6", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "find", "title": "tiktok-profile / find / apifylife-followers", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T14:41:42.988Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-20T14:41:42.944Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{2,}/", "timestamp": "2026-10-20T14:41:42.888Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-20T14:41:42.849Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-profile-scraper\"", "timestamp": "2026-10-20T14:41:42.700Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-20T14:41:42.613Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "tiktok-comments-scraper-usage-top-level-only", "experimentId": "9c6e8bc93d41fc6e", "experimentName": "probe-mcp-backoff-after", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-20T14:39:32.551Z", "day": "2026-10-20", "traceId": "385a2f0d8f2b7731c59eace5a65b19d9", "observationId": "91724bfa2fbee18e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/385a2f0d8f2b7731c59eace5a65b19d9?observation=91724bfa2fbee18e", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "use", "title": "tiktok-comments / use / top-level-only", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T14:40:28.060Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-20T14:40:28.020Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 8 numbers found in Actor output", "timestamp": "2026-10-20T14:40:27.974Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-20T14:40:27.933Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-20T14:40:27.896Z", "metadata": {} }, "check.noReplies": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxRepliesPerComment", "timestamp": "2026-10-20T14:40:27.835Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): commentsPerPost", "timestamp": "2026-10-20T14:40:27.799Z", "metadata": {} }, "check.videoUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): postURLs[0]", "timestamp": "2026-10-20T14:40:27.722Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T14:40:27.689Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-20T14:40:27.603Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "tiktok-comments-scraper-discovery-video-top-comments", "experimentId": "9c6e8bc93d41fc6e", "experimentName": "probe-mcp-backoff-after", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-20T14:39:40.892Z", "day": "2026-10-20", "traceId": "fae6a7ffa234e3d272cb0e5490d06480", "observationId": "b4e06585b196be4e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/fae6a7ffa234e3d272cb0e5490d06480?observation=b4e06585b196be4e", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "find", "title": "tiktok-comments / find / video-top-comments", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T14:43:19.957Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-20T14:43:19.895Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-20T14:43:19.852Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T14:43:19.814Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-comments-scraper\"", "timestamp": "2026-10-20T14:43:19.775Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-20T14:43:19.730Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "indeed-scraper-usage-swe-skills", "experimentId": "9c6e8bc93d41fc6e", "experimentName": "probe-mcp-backoff-after", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": null, "trigger": "api", "repeats": 1, "fullScope": false, "startTime": "2026-10-20T14:39:55.683Z", "day": "2026-10-20", "traceId": "a123b0f491c05b10e0a971a011ce5ec1", "observationId": "63da5f76b8ccc8f9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a123b0f491c05b10e0a971a011ce5ec1?observation=63da5f76b8ccc8f9", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "use", "title": "indeed / use / swe-skills", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-20T14:42:04.473Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-20T14:42:04.431Z", "metadata": {} }, "check.descriptions": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-20T14:42:04.394Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-20T14:42:04.358Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): misceres/indeed-scraper: maxItems is missing (expected at most 20)", "timestamp": "2026-10-20T14:42:04.323Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-20T14:42:04.280Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used misceres/indeed-scraper", "timestamp": "2026-10-20T14:42:04.241Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-10-20T14:42:04.149Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": null }, { "scenarioId": "zillow-zip-search-usage-scottsdale", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:01:04.077Z", "day": "2026-10-21", "traceId": "54d11e57ed56eee5fc5b448b4e00c2be", "observationId": "b411b93ccb4feaaa", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/54d11e57ed56eee5fc5b448b4e00c2be?observation=b411b93ccb4feaaa", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "use", "title": "zillow-zip-search / use / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check forSaleByOwnerTrue: maxcopell/zillow-zip-search: forSaleByOwner = false (expected true)", "timestamp": "2026-10-21T04:16:57.511Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check forSaleByOwnerTrue: maxcopell/zillow-zip-search: forSaleByOwner = false (expected true)", "timestamp": "2026-10-21T04:16:57.387Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-21T04:16:57.341Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-21T04:16:57.307Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "check forSaleByOwnerTrue: maxcopell/zillow-zip-search: forSaleByOwner = false (expected true)", "timestamp": "2026-10-21T04:16:57.264Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-21T04:16:57.224Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 results and the cheapest address and price, all grounded in the data, though the input only partly met the expected flag setup (forSaleByOwner=false), so the search did not cover owner listings.", "timestamp": "2026-10-21T04:16:57.178Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four calls in a direct sequence (schema, run, poll, fetch) with no repetition, and field projection kept the output small.", "timestamp": "2026-10-21T04:16:57.143Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer reports 10 items and the cheapest as 4950 N Miller Road #240 at $170,000, which matches the fetched dataset items (the minimum of the 10 prices).", "timestamp": "2026-10-21T04:16:57.084Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "All required fields were present and well-typed, with zipCodes [\"85251\"], priceMax 800000 and resultsLimit 10, but forSaleByOwner was set to false and the deterministic check expects true, which fails forSaleByOwnerTrue.", "timestamp": "2026-10-21T04:16:57.005Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the schema with fetch-actor-details, then used call-actor, get-actor-run and get-dataset-items on the named maxcopell/zillow-zip-search Actor, which is appropriate.", "timestamp": "2026-10-21T04:16:56.959Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:02:18.104Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: forSaleByOwnerTrue", "timestamp": "2026-10-21T04:02:18.068Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-10-21T04:02:18.032Z", "metadata": {} }, "check.tenResults": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-21T04:02:17.994Z", "metadata": {} }, "check.priceCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): priceMax", "timestamp": "2026-10-21T04:02:17.959Z", "metadata": {} }, "check.soldFalse": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): sold", "timestamp": "2026-10-21T04:02:17.912Z", "metadata": {} }, "check.forRentFalse": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): forRent", "timestamp": "2026-10-21T04:02:17.873Z", "metadata": {} }, "check.forSaleByOwnerTrue": { "value": 0, "stringValue": null, "comment": "FAIL: maxcopell/zillow-zip-search: forSaleByOwner = false (expected true)", "timestamp": "2026-10-21T04:02:17.825Z", "metadata": {} }, "check.forSaleByAgentTrue": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): forSaleByAgent", "timestamp": "2026-10-21T04:02:17.780Z", "metadata": {} }, "check.requiredFlags": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-21T04:02:17.742Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:02:17.703Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/zillow-zip-search", "timestamp": "2026-10-21T04:02:17.652Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{1,3},\\d{3}/", "timestamp": "2026-10-21T04:02:17.605Z", "metadata": {} } }, "verdict": "fail", "fixArea": "input-schema", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "forSaleByOwnerTrue" ], "judgeComment": "FAIL: check forSaleByOwnerTrue: maxcopell/zillow-zip-search: forSaleByOwner = false (expected true)" }, { "scenarioId": "youtube-scraper-usage-espresso-engagement", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:01:04.079Z", "day": "2026-10-21", "traceId": "1039c2ac31defa6e2f24581d79dc58ce", "observationId": "50943a0916c23407", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1039c2ac31defa6e2f24581d79dc58ce?observation=50943a0916c23407", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "use", "title": "youtube / use / espresso-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The answer lists the 5 videos with views, likes and comments, all grounded in the Actor output (grounded check PASS). The rank labels are misordered, but the requested engagement numbers are correct and complete, and the 0-likes and count caveats are honest.", "timestamp": "2026-10-21T04:16:51.323Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The answer lists the 5 videos with views, likes and comments, all grounded in the Actor output (grounded check PASS). The rank labels are misordered, but the requested engagement numbers are correct and complete, and the 0-likes and count caveats are honest.", "timestamp": "2026-10-21T04:16:51.283Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-21T04:16:51.244Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:16:51.205Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The get-dataset-items result showed order values 0-4, with Best of 2026 at order 0, yet the final table ranks it #4 and calls the list \"sorted by rank\". This is the agent's own reasoning error, not an Actor failure.", "timestamp": "2026-10-21T04:16:51.168Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-21T04:16:51.122Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer lists the 5 videos with views, likes and comments, all grounded in the Actor output (grounded check PASS). The rank labels are misordered, but the requested engagement numbers are correct and complete, and the 0-likes and count caveats are honest.", "timestamp": "2026-10-21T04:16:51.087Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was three direct calls (schema, run, fetch) with no repetition, and the dataset fetch projected only the needed fields.", "timestamp": "2026-10-21T04:16:51.048Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "All 9 numbers come from the dataset, but the agent said \"sorted by rank\" while placing order=0 (Best of 2026) at #4 and order=1 at #1. That misuses the order field, so the ranks shown are wrong.", "timestamp": "2026-10-21T04:16:51.010Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input was searchQueries=[\"home espresso machine review\"], maxResults=5, sortingOrder=\"relevance\", all valid per the schema, and the cap check passed.", "timestamp": "2026-10-21T04:16:50.969Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used the named streamers/youtube-scraper via fetch-actor-details, call-actor and get-dataset-items, which is the right sequence for the task.", "timestamp": "2026-10-21T04:16:50.928Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:01:58.211Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-21T04:01:58.172Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 9 numbers found in Actor output", "timestamp": "2026-10-21T04:01:58.128Z", "metadata": {} }, "check.engagementFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-21T04:01:58.092Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-21T04:01:58.057Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-21T04:01:58.019Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:01:57.972Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-scraper", "timestamp": "2026-10-21T04:01:57.886Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-21T04:01:57.786Z", "metadata": {} } }, "verdict": "pass", "fixArea": "agent-or-model", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The answer lists the 5 videos with views, likes and comments, all grounded in the Actor output (grounded check PASS). The rank labels are misordered, but the requested engagement numbers are correct and complete, and the 0-likes and count caveats are honest." }, { "scenarioId": "youtube-shorts-scraper-discovery-mrbeast-popular", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:01:04.079Z", "day": "2026-10-21", "traceId": "a99897c97e0cf80911ec358c45a4a854", "observationId": "9e61c825d30cebdc", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a99897c97e0cf80911ec358c45a4a854?observation=9e61c825d30cebdc", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "find", "title": "youtube-shorts / find / mrbeast-popular", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used easyapi/youtube-channel-shorts-scraper; expected streamers/youtube-shorts-scraper", "timestamp": "2026-10-21T04:17:18.142Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used easyapi/youtube-channel-shorts-scraper; expected streamers/youtube-shorts-scraper", "timestamp": "2026-10-21T04:17:18.051Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "easyapi/youtube-channel-shorts-scraper", "comment": "Actors the agent ran: easyapi/youtube-channel-shorts-scraper", "timestamp": "2026-10-21T04:17:18.012Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-21T04:17:17.975Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:17:17.932Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used easyapi/youtube-channel-shorts-scraper; expected streamers/youtube-shorts-scraper", "timestamp": "2026-10-21T04:17:17.901Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-21T04:17:17.859Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The answer gives a 10-item list with views and URLs, but it ranks only the first 100 Shorts the easyapi actor returned (it has no popularity sort), so it may miss MrBeast's most popular Shorts. It also names the wrong actor (namedActor and rightActor failed) and gives no like counts.", "timestamp": "2026-10-21T04:17:17.822Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 5 calls (search, details, run, two dataset pages) with no repeated work, and the second page was needed to cover all 100 items.", "timestamp": "2026-10-21T04:17:17.782Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The ranked list uses titles, URLs and view counts that appear in the dataset previews (e.g. 50G0kIty7Cg at 1.3B, _JUlWtSCNbs at 1B, wIpWCJKfRXs at 996M); the unseen 1.2B rows fall in the truncated preview so they are not shown to be invented. The agent also flagged the rounded counts and the 49-vs-100 item discrepancy.", "timestamp": "2026-10-21T04:17:17.746Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor used channelUrls=[https://www.youtube.com/@MrBeast] and maxItems=100, matching the schema read via fetch-actor-details, and get-dataset-items used a valid datasetId, field projection and offset paging.", "timestamp": "2026-10-21T04:17:17.635Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent ran search-actors, picked easyapi/youtube-channel-shorts-scraper (a Shorts-specific actor) and never looked for streamers/youtube-shorts-scraper, so the deterministic rightActor check failed; the tools themselves (search, details, call, dataset fetch) were suitable.", "timestamp": "2026-10-21T04:17:17.550Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-shorts-scraper-discovery-mrbeast-popular", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:02:07.693Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-21T04:02:07.647Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{3,}/", "timestamp": "2026-10-21T04:02:07.603Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:02:07.515Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"streamers/youtube-shorts-scraper\"", "timestamp": "2026-10-21T04:02:07.466Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used easyapi/youtube-channel-shorts-scraper; expected streamers/youtube-shorts-scraper", "timestamp": "2026-10-21T04:02:07.363Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "easyapi/youtube-channel-shorts-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used easyapi/youtube-channel-shorts-scraper; expected streamers/youtube-shorts-scraper" }, { "scenarioId": "tiktok-scraper-usage-protein-coffee", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:01:04.079Z", "day": "2026-10-21", "traceId": "baa48e571a54ccf04eabdfdc808220c6", "observationId": "49a3d7acd8fe02c9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/baa48e571a54ccf04eabdfdc808220c6?observation=49a3d7acd8fe02c9", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "use", "title": "tiktok / use / protein-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: MCP server exposed no tools to the agent", "timestamp": "2026-10-21T04:16:50.768Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:16:50.637Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "Infrastructure facts show 'MCP server apify failed' and 'exposed no tools', so the agent's only Bash call found no APIFY_TOKEN or CLI and could not run clockworks/tiktok-scraper; the MCP connection failure gave no actionable error for the agent to recover from.", "timestamp": "2026-10-21T04:16:50.587Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No Actor run occurred and the final answer contains no top-10 videos or play counts, so the task was not completed (shape, rightActor and ranOk checks all FAIL).", "timestamp": "2026-10-21T04:16:50.548Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "A single diagnostic call followed by a clear report, with no repetition or wasted steps.", "timestamp": "2026-10-21T04:16:50.511Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "Faced with the missing MCP tools, the agent diagnosed the cause, explained it honestly, and offered alternatives (token or web-search fallback) rather than fabricating data, though it stopped without attempting any workaround.", "timestamp": "2026-10-21T04:16:50.470Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The only data retrieved was the env check output, and the agent reported it accurately (no APIFY_TOKEN, no CLI) without inventing any play counts.", "timestamp": "2026-10-21T04:16:50.369Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The Bash command was well-formed and masked secret values while checking for APIFY env vars, the CLI and config directories.", "timestamp": "2026-10-21T04:16:50.268Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent's only call was a Bash env/CLI probe; the MCP server exposed no tools, so it could not select the Actor, and the Bash check was a reasonable diagnostic under those constraints.", "timestamp": "2026-10-21T04:16:50.170Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-21T04:01:11.802Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape, rightActor, ranOk", "timestamp": "2026-10-21T04:01:11.761Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-21T04:01:11.721Z", "metadata": {} }, "check.plays": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run to read items from", "timestamp": "2026-10-21T04:01:11.676Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-21T04:01:11.634Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected clockworks/tiktok-scraper", "timestamp": "2026-10-21T04:01:11.496Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-21T04:01:11.368Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "plays", "ranOk", "rightActor", "shape" ], "judgeComment": null }, { "scenarioId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:01:04.079Z", "day": "2026-10-21", "traceId": "3f5429290e83e1572faae23ca37a9904", "observationId": "31e88d079a62c3cb", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3f5429290e83e1572faae23ca37a9904?observation=31e88d079a62c3cb", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "use", "title": "youtube-shorts / use / mrbeast-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer lists 10 MrBeast Shorts with view and like counts, as returned by the Actor with POPULAR sort. It also honestly flags that the run metadata said 9 items while the fetch returned 10, and that the Popular order is not strictly descending by views.", "timestamp": "2026-10-21T04:16:57.073Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer lists 10 MrBeast Shorts with view and like counts, as returned by the Actor with POPULAR sort. It also honestly flags that the run metadata said 9 items while the fetch returned 10, and that the Popular order is not strictly descending by views.", "timestamp": "2026-10-21T04:16:57.023Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-21T04:16:56.953Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:16:56.910Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the run used channels [\"MrBeast\"], sortChannelShortsBy POPULAR and maxResultsShorts 10, and the final table matches get-dataset-items. The 9-vs-10 itemCount mismatch in run metadata was minor and the agent disclosed it.", "timestamp": "2026-10-21T04:16:56.874Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-21T04:16:56.830Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer lists 10 MrBeast Shorts with view and like counts, as returned by the Actor with POPULAR sort. It also honestly flags that the run metadata said 9 items while the fetch returned 10, and that the Popular order is not strictly descending by views.", "timestamp": "2026-10-21T04:16:56.778Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was direct: one schema fetch, one run, two polls while the run was in progress, and one dataset fetch. Nothing was repeated unnecessarily.", "timestamp": "2026-10-21T04:16:56.727Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run was still RUNNING after call-actor and the first poll, and the agent kept polling until SUCCEEDED. It also noticed the 9-vs-10 item count discrepancy and disclosed it, so no real error needed recovery.", "timestamp": "2026-10-21T04:16:56.691Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "All 10 rows in the final table match the get-dataset-items output for title, views, likes and URL. The deterministic grounding check passed with all 24 numbers found in the Actor output.", "timestamp": "2026-10-21T04:16:56.652Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor input was channels:[\"MrBeast\"], maxResultsShorts:10, sortChannelShortsBy:\"POPULAR\", all valid against the schema and matching the task. The dataset fetch used a sensible fields projection and limit.", "timestamp": "2026-10-21T04:16:56.615Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the details of streamers/youtube-shorts-scraper, ran it with call-actor, polled with get-actor-run, and fetched results with get-dataset-items. This is the Actor the prompt named and the appropriate tool chain.", "timestamp": "2026-10-21T04:16:56.577Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:03:17.129Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-21T04:03:17.093Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 24 numbers found in Actor output", "timestamp": "2026-10-21T04:03:17.057Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-21T04:03:17.014Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-21T04:03:16.976Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResultsShorts", "timestamp": "2026-10-21T04:03:16.929Z", "metadata": {} }, "check.sortPopular": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): sortChannelShortsBy", "timestamp": "2026-10-21T04:03:16.896Z", "metadata": {} }, "check.channelInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): channels[0]", "timestamp": "2026-10-21T04:03:16.859Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:03:16.818Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-21T04:03:16.775Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer lists 10 MrBeast Shorts with view and like counts, as returned by the Actor with POPULAR sort. It also honestly flags that the run metadata said 9 items while the fetch returned 10, and that the Popular order is not strictly descending by views." }, { "scenarioId": "youtube-scraper-discovery-espresso", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:01:04.079Z", "day": "2026-10-21", "traceId": "b45ba76a1df52ed56a573f87f5c99f04", "observationId": "c2078929c330e4f1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b45ba76a1df52ed56a573f87f5c99f04?observation=c2078929c330e4f1", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "find", "title": "youtube / find / espresso", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-21T04:17:02.816Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-21T04:17:02.726Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "api-ninja/youtube-search-scraper", "comment": "Actors the agent ran: api-ninja/youtube-search-scraper", "timestamp": "2026-10-21T04:17:02.684Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-21T04:17:02.643Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-21T04:17:02.612Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-21T04:17:02.568Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-21T04:17:02.532Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer gives 10 videos with view counts and channel names from real data and ends with the required 'Actor:' line, and it honestly flags that several results are ads or accessories; the named actor differs from the expected one (the deterministic rightActor/namedActor checks fail).", "timestamp": "2026-10-21T04:17:02.496Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four calls (search-actors, fetch-actor-details, call-actor, get-dataset-items) with no repetition or wasted steps.", "timestamp": "2026-10-21T04:17:02.426Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The top 10 in the table match the dataset's highest viewCount values (2,252,766 down to 227,029) with correct channels and dates; there are minor slips such as 'Elletta' for 'ELETTA' and saying 'Three' while listing four weak fits.", "timestamp": "2026-10-21T04:17:02.386Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call used query 'home espresso machine', type video, sortBy popularity, uploadDate month and maxResults 30, all valid enum values per the fetched schema and matching the last-month, most-viewed intent.", "timestamp": "2026-10-21T04:17:02.350Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched the store, read the schema of api-ninja/youtube-search-scraper, which supports uploadDate and sortBy, and used it; this is a reasonable YouTube search actor even though it is not the expected streamers/youtube-scraper.", "timestamp": "2026-10-21T04:17:02.279Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:01:51.078Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-21T04:01:51.038Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:01:50.998Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"streamers/youtube-scraper\"", "timestamp": "2026-10-21T04:01:50.910Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-21T04:01:50.815Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "api-ninja/youtube-search-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used api-ninja/youtube-search-scraper; expected streamers/youtube-scraper" }, { "scenarioId": "tiktok-scraper-discovery-cleantok", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:01:12.062Z", "day": "2026-10-21", "traceId": "cd1c5b1eae5405021f7ab8f8bb1ed214", "observationId": "a049808ee27f243d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/cd1c5b1eae5405021f7ab8f8bb1ed214?observation=a049808ee27f243d", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "find", "title": "tiktok / find / cleantok", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-21T04:16:45.628Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-21T04:16:45.537Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "clockworks/tiktok-hashtag-scraper", "comment": "Actors the agent ran: clockworks/tiktok-hashtag-scraper", "timestamp": "2026-10-21T04:16:45.486Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-21T04:16:45.371Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:16:45.332Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-21T04:16:45.296Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-21T04:16:45.255Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is only an API Error message, with no summary of trends, no engagement figures, and no required 'Actor:' line.", "timestamp": "2026-10-21T04:16:45.212Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The tool path was direct at 4 calls (search, details, run, fetch) with no repetition, though the agent hit the output limit during summarization.", "timestamp": "2026-10-21T04:16:45.162Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The output token limit was hit three times and the agent never recovered: the final answer is a raw API Error about the 32000 output token maximum, and the \"break into smaller pieces\" instruction was not followed.", "timestamp": "2026-10-21T04:16:45.115Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The partial draft's figures (53.4M plays and 5.2M likes for @theorganizedaddict, 27.5M for @cee.me.asmr) match the dataset preview, but the final answer delivered to the user contains none of the retrieved data.", "timestamp": "2026-10-21T04:16:45.072Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor input used hashtags:[\"cleantok\"], resultsPerPage:20 and downloads off, matching the schema and the 20-video cap; get-dataset-items used a sensible fields projection with limit 20.", "timestamp": "2026-10-21T04:16:45.026Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent picked clockworks/tiktok-hashtag-scraper, a sibling of the intended clockworks/tiktok-scraper; the deterministic rightActor check FAILED, so this is a discovery miss even though the Actor is a plausible hashtag scraper.", "timestamp": "2026-10-21T04:16:44.989Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:02:12.540Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-21T04:02:12.497Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:02:12.459Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-scraper\"", "timestamp": "2026-10-21T04:02:12.401Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper", "timestamp": "2026-10-21T04:02:12.342Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "clockworks/tiktok-hashtag-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used clockworks/tiktok-hashtag-scraper; expected clockworks/tiktok-scraper" }, { "scenarioId": "tiktok-profile-scraper-usage-apifylife-latest-five", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:01:51.308Z", "day": "2026-10-21", "traceId": "1e355fb0eca804bd246a33ad2da4b9ca", "observationId": "6a1b71f3ac71613b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1e355fb0eca804bd246a33ad2da4b9ca?observation=6a1b71f3ac71613b", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "use", "title": "tiktok-profile / use / apifylife-latest-five", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer gives the follower count of 193 and five non-pinned most recent videos with play counts, all grounded in the second run's output, and it discloses the pinned-post handling.", "timestamp": "2026-10-21T04:16:44.184Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer gives the follower count of 193 and five non-pinned most recent videos with play counts, all grounded in the second run's output, and it discloses the pinned-post handling.", "timestamp": "2026-10-21T04:16:44.150Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-21T04:16:44.114Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:16:44.079Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The first call-actor run with resultsPerPage:5 returned two pinned 2024 videos, so only 3 genuine recent videos came back; the pinned-posts behavior forced a second run (10 items total, 'items' check FAIL). The excludePinnedPosts description and default should make this clearer so a 'most recent N' request is right on the first run.", "timestamp": "2026-10-21T04:16:44.043Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-21T04:16:43.991Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer gives the follower count of 193 and five non-pinned most recent videos with play counts, all grounded in the second run's output, and it discloses the pinned-post handling.", "timestamp": "2026-10-21T04:16:43.955Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran the Actor twice, which produced 10 items against the expected maximum of 5 (items check FAIL), plus an extra get-dataset-items call to inspect pinned status; setting excludePinnedPosts upfront would have avoided this, but the rerun was justified by what it found.", "timestamp": "2026-10-21T04:16:43.921Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table's play counts (294, 586, 814, 476, 368), dates, URLs and the 193 follower count (authorMeta.fans) all match the second run's dataset preview, and the harness 'grounded' check passed.", "timestamp": "2026-10-21T04:16:43.882Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Both runs used profiles:[\"apifylife\"], profileSorting:\"latest\", resultsPerPage:5, and the second added excludePinnedPosts:true, all valid per the schema; get-dataset-items used sensible field projections.", "timestamp": "2026-10-21T04:16:43.844Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent fetched the Actor details to read the schema, then used call-actor and get-dataset-items with the named clockworks/tiktok-profile-scraper, which suits the task.", "timestamp": "2026-10-21T04:16:43.804Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:02:52.509Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-21T04:02:52.467Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 13 numbers found in Actor output", "timestamp": "2026-10-21T04:02:52.429Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-21T04:02:52.391Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 10 items, expected at most 5", "timestamp": "2026-10-21T04:02:52.352Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): resultsPerPage", "timestamp": "2026-10-21T04:02:52.312Z", "metadata": {} }, "check.profileInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): profiles[0]", "timestamp": "2026-10-21T04:02:52.277Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:02:52.195Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-21T04:02:51.963Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items" ], "judgeComment": "PASS: The final answer gives the follower count of 193 and five non-pinned most recent videos with play counts, all grounded in the second run's output, and it discloses the pinned-post handling." }, { "scenarioId": "tiktok-profile-scraper-discovery-apifylife-followers", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:01:58.251Z", "day": "2026-10-21", "traceId": "e9d75d77e5bf3f11d9f171ab80a94579", "observationId": "d6d3084b84a0d03d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e9d75d77e5bf3f11d9f171ab80a94579?observation=d6d3084b84a0d03d", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "find", "title": "tiktok-profile / find / apifylife-followers", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The answer gives 193 followers and 5 recent videos with engagement and links, grounded in the retrieved data, and ends with the required Actor line. Excluding pinned posts is a defensible reading of 'most recent' and is disclosed.", "timestamp": "2026-10-21T04:16:40.224Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The answer gives 193 followers and 5 recent videos with engagement and links, grounded in the retrieved data, and ends with the required Actor line. Excluding pinned posts is a defensible reading of 'most recent' and is disclosed.", "timestamp": "2026-10-21T04:16:40.173Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-profile-scraper", "timestamp": "2026-10-21T04:16:40.138Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-21T04:16:40.099Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:16:40.060Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the only hiccup was the call-actor waitSecs=120 rejection, which the agent resolved by retrying with waitSecs=45.", "timestamp": "2026-10-21T04:16:40.023Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 0, "stringValue": null, "comment": "call-actor: data/waitSecs must be <= 45", "timestamp": "2026-10-21T04:16:39.986Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer gives 193 followers and 5 recent videos with engagement and links, grounded in the retrieved data, and ends with the required Actor line. Excluding pinned posts is a defensible reading of 'most recent' and is disclosed.", "timestamp": "2026-10-21T04:16:39.955Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The second Actor run excluding pinned posts was arguably unnecessary because the first run already returned the data, and it cost an extra run. It was a reasoned refinement for recency, though, and the rest of the path was direct.", "timestamp": "2026-10-21T04:16:39.910Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "After the waitSecs validation error, the agent immediately retried with waitSecs=45 and succeeded.", "timestamp": "2026-10-21T04:16:39.855Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table's captions, dates, counts and URLs, plus the 193 followers, all match the second get-dataset-items result; nothing is invented.", "timestamp": "2026-10-21T04:16:39.807Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call-actor used waitSecs=120, which the tool rejected (must be <= 45); the Actor input itself (profiles [apifylife], latest sorting, resultsPerPage 5, videos) was sensible, and the retry with waitSecs 45 succeeded.", "timestamp": "2026-10-21T04:16:39.772Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "Agent searched the store, read the input schema of clockworks/tiktok-profile-scraper (the intended Actor), then used call-actor and get-dataset-items appropriately.", "timestamp": "2026-10-21T04:16:39.726Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:03:22.748Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-21T04:03:22.711Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{2,}/", "timestamp": "2026-10-21T04:03:22.667Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): clockworks/tiktok-profile-scraper run : CALL-FAILED", "timestamp": "2026-10-21T04:03:22.632Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-profile-scraper\"", "timestamp": "2026-10-21T04:03:22.592Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-21T04:03:22.520Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "schemaValidity", "ranOk" ], "judgeComment": "PASS: The answer gives 193 followers and 5 recent videos with engagement and links, grounded in the retrieved data, and ends with the required Actor line. Excluding pinned posts is a defensible reading of 'most recent' and is disclosed." }, { "scenarioId": "tiktok-comments-scraper-usage-top-level-only", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:02:07.744Z", "day": "2026-10-21", "traceId": "6ab9394db1137f6f11eec194e978b693", "observationId": "a051694d6c7b0f5f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6ab9394db1137f6f11eec194e978b693?observation=a051694d6c7b0f5f", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "use", "title": "tiktok-comments / use / top-level-only", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported the 5 most-liked comments with text, likes and authors, correctly sorted and grounded in the 20 retrieved top-level comments (no replies).", "timestamp": "2026-10-21T04:16:38.910Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported the 5 most-liked comments with text, likes and authors, correctly sorted and grounded in the 20 retrieved top-level comments (no replies).", "timestamp": "2026-10-21T04:16:38.876Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-21T04:16:38.846Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:16:38.801Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the cap check failure only reflects the agent using topLevelCommentsPerPost (valid) instead of commentsPerPost, and the run returned exactly 20 top-level comments.", "timestamp": "2026-10-21T04:16:38.767Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-21T04:16:38.733Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported the 5 most-liked comments with text, likes and authors, correctly sorted and grounded in the 20 retrieved top-level comments (no replies).", "timestamp": "2026-10-21T04:16:38.696Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Three calls (schema, run, fetch) with no repetition, and the fields projection was used to keep the fetch small.", "timestamp": "2026-10-21T04:16:38.610Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final top-5 list matches the dataset: 372380, 201853, 190433, 187670 and 64786 are the five highest diggCounts, and the texts and usernames match the fetched items.", "timestamp": "2026-10-21T04:16:38.567Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Input used postURLs with the correct URL, topLevelCommentsPerPost=20 and maxRepliesPerComment=0, which matches the schema and the intent; the commentsPerPost check failed only because the agent used the equally valid topLevelCommentsPerPost field, and the run yielded exactly 20 top-level items.", "timestamp": "2026-10-21T04:16:38.517Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the schema with fetch-actor-details, ran clockworks/tiktok-comments-scraper via call-actor, and fetched results with get-dataset-items, which are the right tools.", "timestamp": "2026-10-21T04:16:38.451Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:02:44.403Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-21T04:02:44.368Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 13 numbers found in Actor output", "timestamp": "2026-10-21T04:02:44.330Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-21T04:02:44.295Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-21T04:02:44.258Z", "metadata": {} }, "check.noReplies": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxRepliesPerComment", "timestamp": "2026-10-21T04:02:44.219Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): clockworks/tiktok-comments-scraper: commentsPerPost is missing (expected at most 20)", "timestamp": "2026-10-21T04:02:44.180Z", "metadata": {} }, "check.videoUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): postURLs[0]", "timestamp": "2026-10-21T04:02:44.139Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:02:44.047Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-21T04:02:43.965Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "PASS: The agent reported the 5 most-liked comments with text, likes and authors, correctly sorted and grounded in the 20 retrieved top-level comments (no replies)." }, { "scenarioId": "tiktok-comments-scraper-discovery-video-top-comments", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:02:12.586Z", "day": "2026-10-21", "traceId": "8097f2cb6f282ad39ceb6ae6dd6c345d", "observationId": "63336c6a8633c267", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8097f2cb6f282ad39ceb6ae6dd6c345d?observation=63336c6a8633c267", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "find", "title": "tiktok-comments / find / video-top-comments", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent gave the 5 most-liked comments with like counts and text, noted that the ranking covers only the 200 scraped comments, and ended with the 'Actor: clockworks/tiktok-comments-scraper' line. All deterministic checks passed.", "timestamp": "2026-10-21T04:16:37.541Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent gave the 5 most-liked comments with like counts and text, noted that the ranking covers only the 200 scraped comments, and ended with the 'Actor: clockworks/tiktok-comments-scraper' line. All deterministic checks passed.", "timestamp": "2026-10-21T04:16:37.466Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-comments-scraper", "timestamp": "2026-10-21T04:16:37.429Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-21T04:16:37.383Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:16:37.334Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the run SUCCEEDED with 200 items and the top-5 list matches the retrieved data.", "timestamp": "2026-10-21T04:16:37.298Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-21T04:16:37.249Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent gave the 5 most-liked comments with like counts and text, noted that the ranking covers only the 200 scraped comments, and ended with the 'Actor: clockworks/tiktok-comments-scraper' line. All deterministic checks passed.", "timestamp": "2026-10-21T04:16:37.215Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Five calls, each needed: search, read the schema, run, poll, fetch items. There was no repetition.", "timestamp": "2026-10-21T04:16:37.155Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The visible preview shows 369845, 201829, 189201 and 184925 likes for the comments the agent lists, and 177911 for 'Name 10 reggae songs', which is correctly left out. The 212,277-like comment sits in the truncated part of the preview and fits the ranking, so the list is grounded.", "timestamp": "2026-10-21T04:16:37.121Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor passed postURLs with the exact video URL, commentsPerPost 200 and maxRepliesPerComment 0, which fit the schema it had just fetched. get-dataset-items used the right datasetId and a field projection (text, diggCount, uniqueId, repliesToId).", "timestamp": "2026-10-21T04:16:37.084Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched the store for 'TikTok comments', picked clockworks/tiktok-comments-scraper (the intended actor, per the rightActor check), and used get-dataset-items to read the results.", "timestamp": "2026-10-21T04:16:37.044Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:03:50.040Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-21T04:03:50.003Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-21T04:03:49.962Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:03:49.926Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-comments-scraper\"", "timestamp": "2026-10-21T04:03:49.886Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-21T04:03:49.849Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent gave the 5 most-liked comments with like counts and text, noted that the ranking covers only the 200 scraped comments, and ended with the 'Actor: clockworks/tiktok-comments-scraper' line. All deterministic checks passed." }, { "scenarioId": "indeed-scraper-usage-swe-skills", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:02:18.136Z", "day": "2026-10-21", "traceId": "a43c9ac16e96d0741c515bad025f98e1", "observationId": "343888c0f0dffae6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a43c9ac16e96d0741c515bad025f98e1?observation=343888c0f0dffae6", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "use", "title": "indeed / use / swe-skills", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check shape: answer does not match /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-10-21T04:16:34.967Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check shape: answer does not match /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-10-21T04:16:34.881Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-21T04:16:34.840Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:16:34.770Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check shape: answer does not match /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-10-21T04:16:34.696Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-21T04:16:34.658Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is 'API Error: Claude's response exceeded the 32000 output token maximum' and lists no top 5 skills, which also explains the shape check failure.", "timestamp": "2026-10-21T04:16:34.628Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The first four calls were direct, but the agent read the full 84.7KB file via Read with allow_large instead of fetching smaller batches or truncating descriptions, which led to the token overflow.", "timestamp": "2026-10-21T04:16:34.592Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "After the output token limit message appeared three times, the agent did not break the work into smaller pieces or fetch fewer fields; the final message was just the raw API error.", "timestamp": "2026-10-21T04:16:34.555Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent read the saved file containing real descriptions, but the final output is an API error with no skill tally, so the retrieved data was never used in an answer.", "timestamp": "2026-10-21T04:16:34.503Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input used position 'software engineer', country US, maxItemsPerSearch 20, which fits the schema and produced 20 items. The harness 'maxItems missing' warning is spurious since this actor uses maxItemsPerSearch, and the run did return exactly 20 items.", "timestamp": "2026-10-21T04:16:34.464Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent called fetch-actor-details, then call-actor on misceres/indeed-scraper, then get-dataset-items, which was an appropriate sequence for the named actor.", "timestamp": "2026-10-21T04:16:34.417Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:03:17.691Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape", "timestamp": "2026-10-21T04:03:17.654Z", "metadata": {} }, "check.descriptions": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-21T04:03:17.619Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-21T04:03:17.585Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): misceres/indeed-scraper: maxItems is missing (expected at most 20)", "timestamp": "2026-10-21T04:03:17.550Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:03:17.510Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used misceres/indeed-scraper", "timestamp": "2026-10-21T04:03:17.416Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-10-21T04:03:17.377Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap", "shape" ], "judgeComment": "FAIL: check shape: answer does not match /(python|aws|sql|java|docker|react|kubernetes)/" }, { "scenarioId": "indeed-scraper-discovery-denver-marketing", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:02:44.434Z", "day": "2026-10-21", "traceId": "721a11124081674773c4c88201c1ae65", "observationId": "6a57e2359148bfa8", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/721a11124081674773c4c88201c1ae65?observation=6a57e2359148bfa8", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "find", "title": "indeed / find / denver-marketing", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used curious_coder/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-21T04:16:33.183Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used curious_coder/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-21T04:16:33.091Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "curious_coder/indeed-scraper", "comment": "Actors the agent ran: curious_coder/indeed-scraper", "timestamp": "2026-10-21T04:16:33.056Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-21T04:16:33.024Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-21T04:16:32.962Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used curious_coder/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-21T04:16:32.928Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-21T04:16:32.889Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered 10 Denver-area postings with salary and company ratings plus honest caveats, and ended with the Actor line. However, several postings are not marketing coordinator roles and two have no salary, so the benchmark is weaker, but the task was substantially fulfilled with grounded data.", "timestamp": "2026-10-21T04:16:32.811Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four calls (search, details, run, fetch) with no repetition; a direct path.", "timestamp": "2026-10-21T04:16:32.768Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The table rows match the get-dataset-items output (e.g. Natural Grocers 25-30/hr, 3.1 rating, 1033 reviews; Chick-fil-A 26-27/hr, 3.8, 30548); the agent flagged non-marketing roles and labelled its annual conversion as its own.", "timestamp": "2026-10-21T04:16:32.730Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input {country:us, query:'Marketing Coordinator', location:'Denver, CO', radiusKm:25, count:10} matches the schema and the task, and the run returned 10 items.", "timestamp": "2026-10-21T04:16:32.686Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched the Store, read the details of curious_coder/indeed-scraper, ran it, and fetched the dataset; these are sensible tools and the Actor is a valid Indeed scraper, though not the intended misceres/indeed-scraper, which never appeared in the search results.", "timestamp": "2026-10-21T04:16:32.634Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:03:12.197Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-21T04:03:12.150Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:03:12.113Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"misceres/indeed-scraper\"", "timestamp": "2026-10-21T04:03:12.035Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used curious_coder/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-21T04:03:11.943Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "curious_coder/indeed-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used curious_coder/indeed-scraper; expected misceres/indeed-scraper" }, { "scenarioId": "amazon-reviews-scraper-usage-helpful-thirty", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:02:52.544Z", "day": "2026-10-21", "traceId": "32bda7934a4238d3f5c5a91aa36df3f9", "observationId": "ea22d2d91155d075", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/32bda7934a4238d3f5c5a91aa36df3f9?observation=ea22d2d91155d075", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "use", "title": "amazon-reviews / use / helpful-thirty", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-21T04:16:28.864Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-21T04:16:28.770Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-21T04:16:28.688Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-21T04:16:28.653Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The Actor ran fine, but the agent's final answer starts mid-sentence ('needed a keyring or holder...') after an output token limit cut, dropping complaints 1-2 and the 10-of-30 caveat from the final message; the agent should keep its output short enough to deliver a complete final answer.", "timestamp": "2026-10-21T04:16:28.605Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-21T04:16:28.564Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent got only 10 of 30 reviews because of the free-plan cap, which it disclosed, and gave 3 praises and 3 complaints. However, the final answer opens with a truncated fragment ('needed a keyring...'), so complaints 1 and 2 and the caveat about the 10-review limit are missing from the final answer text. The final answer is therefore incomplete and mid-sentence.", "timestamp": "2026-10-21T04:16:28.533Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four tool calls with no repetition: details, run, poll, fetch items. The path was direct.", "timestamp": "2026-10-21T04:16:28.499Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run was still RUNNING after the first call and the agent polled with get-actor-run until SUCCEEDED. It then noticed the 10-item cap, flagged it honestly, and proceeded; the later output token limit was resumed from.", "timestamp": "2026-10-21T04:16:28.450Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The summary themes (not a true GPS tracker, needs nearby iPhones, easy setup, precision finding, bulky wallet use) match the returned review text, but some claims are shaky, such as 'speaker too quiet' cited to reviews 2 and 9. Review 9 isn't visible in the truncated preview, and the review numbering is not verifiable.", "timestamp": "2026-10-21T04:16:28.407Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The input used productUrls[0].url set to the product URL, maxReviews 30, sort 'helpful' and filterByRatings allStars, all matching the schema, and the deterministic input checks passed.", "timestamp": "2026-10-21T04:16:28.370Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used the named Actor junglee/amazon-reviews-scraper, checked its schema with fetch-actor-details, then used call-actor, get-actor-run and get-dataset-items, which is the right sequence.", "timestamp": "2026-10-21T04:16:28.338Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:04:42.615Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-21T04:04:42.581Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-21T04:04:42.537Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-21T04:04:42.501Z", "metadata": {} }, "check.sortHelpful": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): sort", "timestamp": "2026-10-21T04:04:42.454Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxReviews", "timestamp": "2026-10-21T04:04:42.415Z", "metadata": {} }, "check.productUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): productUrls[0].url", "timestamp": "2026-10-21T04:04:42.361Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:04:42.289Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-21T04:04:42.210Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "amazon-reviews-scraper-discovery-product-complaints", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:03:12.240Z", "day": "2026-10-21", "traceId": "e880df3fff9f10939a41671a30dd78aa", "observationId": "29b7f6245e863695", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e880df3fff9f10939a41671a30dd78aa?observation=29b7f6245e863695", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "find", "title": "amazon-reviews / find / product-complaints", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run vNQGlpoFKTbFuN8QL (junglee/amazon-reviews-scraper) ABORTED", "timestamp": "2026-10-21T04:16:29.723Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:16:29.629Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The run sat at 'Crawled 5/6 pages, 0 failed requests' with 10 items across several get-actor-run polls and gave no sign why it had stalled, so the agent had to abort it (ABORTED) and ended up with 10 of 30 reviews.", "timestamp": "2026-10-21T04:16:29.594Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-21T04:16:29.554Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The user asked for the 30 most helpful reviews and got only 10, and the run ended ABORTED, so the task was only partly completed even though the summary is honest and grounded.", "timestamp": "2026-10-21T04:16:29.519Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 9 calls with no redundant searches; four 45s polls waiting on a stalled run were slightly generous but reasonable before it aborted.", "timestamp": "2026-10-21T04:16:29.468Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run stalled at 10 items and 5/6 pages. The agent polled several times, pulled the partial dataset, aborted gracefully, and told the user plainly that only 10 of 30 reviews were retrieved.", "timestamp": "2026-10-21T04:16:29.420Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The praises and complaints (quiet speaker, no GPS in remote areas, bulky for wallets, easy setup, battery, walk-away alert) match the visible review text from get-dataset-items; the unseen details sit in the truncated preview and are not contradicted.", "timestamp": "2026-10-21T04:16:29.370Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input used productUrls=[{url: B0CWXNS552 link}], maxReviews=30, sort='helpful', filterByRatings=['allStars'], all matching the schema and the task.", "timestamp": "2026-10-21T04:16:29.321Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched the Store, found junglee/amazon-reviews-scraper, and checked its input schema before running it, which is the right single-product review scraper.", "timestamp": "2026-10-21T04:16:29.281Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run vNQGlpoFKTbFuN8QL (junglee/amazon-reviews-scraper) ABORTED", "timestamp": "2026-10-21T04:07:35.626Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-21T04:07:35.556Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): junglee/amazon-reviews-scraper run vNQGlpoFKTbFuN8QL: ABORTED", "timestamp": "2026-10-21T04:07:35.516Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-reviews-scraper\"", "timestamp": "2026-10-21T04:07:35.450Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-21T04:07:35.411Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk" ], "judgeComment": null }, { "scenarioId": "amazon-crawler-usage-earbuds-search-url", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:03:17.207Z", "day": "2026-10-21", "traceId": "106ebe291847948fe7d883df62de1f3a", "observationId": "4b6b8bd74ff2a665", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/106ebe291847948fe7d883df62de1f3a?observation=4b6b8bd74ff2a665", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "use", "title": "amazon / use / earbuds-search-url", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The answer lists 10 products with price and rating from the scraped data and states honestly that one price was not returned. It meets the task despite the Actor omitting that price (the failed field check).", "timestamp": "2026-10-21T04:16:26.675Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The answer lists 10 products with price and rating from the scraped data and states honestly that one price was not returned. It meets the task despite the Actor omitting that price (the failed field check).", "timestamp": "2026-10-21T04:16:26.640Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-21T04:16:26.608Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:16:26.573Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The only imperfection is on the Actor side: one item (B0HCTKSSQK) came back without price or categoryPageData, and the dataset reported 9 items while 10 were returned, but the agent reported both honestly.", "timestamp": "2026-10-21T04:16:26.537Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-21T04:16:26.491Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer lists 10 products with price and rating from the scraped data and states honestly that one price was not returned. It meets the task despite the Actor omitting that price (the failed field check).", "timestamp": "2026-10-21T04:16:26.449Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Three calls: fetch details, run the Actor once, fetch items once with a field projection. There was no repetition.", "timestamp": "2026-10-21T04:16:26.410Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The table matches the dataset preview, including prices, stars and review counts, and it reports the missing price on B0HCTKSSQK and the null rating on OHAYO as such. The one unsupported detail is placing the position-less item at #4 and saying none of the ten are sponsored when that item has no sponsored data.", "timestamp": "2026-10-21T04:16:26.376Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor used categoryOrProductUrls=[{url: search URL}], maxItemsPerStartUrl=10 and maxSearchPagesPerStartUrl=1, and get-dataset-items projected title, price, stars, reviewsCount, asin and position fields; the deterministic input checks passed.", "timestamp": "2026-10-21T04:16:26.335Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the Actor details with fetch-actor-details, ran the named junglee/amazon-crawler with call-actor, then pulled results with get-dataset-items, which is the right sequence.", "timestamp": "2026-10-21T04:16:26.279Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:03:49.044Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-21T04:03:49.012Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-21T04:03:48.938Z", "metadata": {} }, "check.field": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 1 of 10 items fail price exists undefined", "timestamp": "2026-10-21T04:03:48.904Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-21T04:03:48.865Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxItemsPerStartUrl", "timestamp": "2026-10-21T04:03:48.830Z", "metadata": {} }, "check.searchUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): categoryOrProductUrls[0].url", "timestamp": "2026-10-21T04:03:48.794Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:03:48.699Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-crawler", "timestamp": "2026-10-21T04:03:48.600Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "field" ], "judgeComment": "PASS: The answer lists 10 products with price and rating from the scraped data and states honestly that one price was not returned. It meets the task despite the Actor omitting that price (the failed field check)." }, { "scenarioId": "amazon-crawler-discovery-wireless-earbuds", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:03:17.725Z", "day": "2026-10-21", "traceId": "4bd7c6ad06ef5b8f1e3a96a60dac6e08", "observationId": "97985c328ae314dc", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/4bd7c6ad06ef5b8f1e3a96a60dac6e08?observation=97985c328ae314dc", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "find", "title": "amazon / find / wireless-earbuds", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run moyy9mhbIlvvb0vgQ (junglee/Amazon-crawler) FAILED", "timestamp": "2026-10-21T04:16:50.274Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:16:49.768Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first run's get-dataset-items output (qJ3o7bMeYcW2hfQyv) returned rows with missing price.value (HAOYUYAN, B0HCTKSSQK), null stars (motorcycle earbuds), and three duplicate TOZO A1 variant rows, so the agent could not produce a clean top-10 with prices and ratings.", "timestamp": "2026-10-21T04:16:49.570Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-21T04:16:49.534Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer lists 10 rows, but 3 are variants of the same TOZO A1 product, two lack prices, one lacks a rating, and it is a popularity-sorted search rather than verified best sellers, so it is not a clean top-10 list with prices and ratings, though honestly caveated.", "timestamp": "2026-10-21T04:16:49.495Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "After a successful first scrape the agent made two extra Actor runs to chase a true Best Sellers page. Both were unproductive, but the attempt was reasonable given the messy first output and only cost a few calls.", "timestamp": "2026-10-21T04:16:49.457Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "After run moyy9mhbIlvvb0vgQ FAILED with INVALID INPUT, the agent retried with a category-node /s URL; that returned 'no_results_found', so it fell back to the first successful run's data and reported the failures honestly.", "timestamp": "2026-10-21T04:16:49.394Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "Every table row matches the fetched dataset, including TOZO prices 13.96/15.54/16.98 at positions 1/5/8, TRAUSI at 259.99, and missing prices left as 'Not returned'; nothing was invented and the data quirks were flagged.", "timestamp": "2026-10-21T04:16:49.357Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first run's input (a search URL for wireless earbuds sorted by popularity, maxItemsPerStartUrl 10) was valid and returned data; the later /zgbs/ Best Sellers URL was not among the schema's documented URL formats and failed validation, but this was a minor, recoverable misstep.", "timestamp": "2026-10-21T04:16:49.311Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched the store, read the input schema, and chose junglee/Amazon-crawler, the intended Actor for Amazon search and category scraping, then used get-dataset-items with a fields projection.", "timestamp": "2026-10-21T04:16:49.262Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run moyy9mhbIlvvb0vgQ (junglee/Amazon-crawler) FAILED", "timestamp": "2026-10-21T04:04:23.228Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-21T04:04:23.188Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-21T04:04:23.145Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): junglee/Amazon-crawler run moyy9mhbIlvvb0vgQ: FAILED", "timestamp": "2026-10-21T04:04:23.103Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"junglee/amazon-crawler\"", "timestamp": "2026-10-21T04:04:23.023Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/Amazon-crawler", "timestamp": "2026-10-21T04:04:22.822Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk" ], "judgeComment": null }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:03:22.780Z", "day": "2026-10-21", "traceId": "dddf90bb2ec2b3aa9b5504d009439579", "observationId": "a671a36c263c7d1b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/dddf90bb2ec2b3aa9b5504d009439579?observation=a671a36c263c7d1b", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-21T04:16:21.509Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-21T04:16:21.420Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-21T04:16:21.380Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-21T04:16:21.342Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The Actor ran fine, but the agent used non-schema keys (saveHtmlAsFile, maxResults), so saveHtml was missing. After the glob rerun returned 1 item, it spent its remaining turns on curl probing, ran out of turns, and gave no final report.", "timestamp": "2026-10-21T04:16:21.300Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-21T04:16:21.250Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final message is only a mid-investigation statement about checking a sitemap. It reports no page count, no HTML-saved confirmation, and no clean text, and the run ended out of turns.", "timestamp": "2026-10-21T04:16:21.213Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "Several steps were spent on curl probing, with repeated sitemap checks that returned nothing useful, while the saveHtml flag was never corrected. The agent ran out of turns with no final answer, and the token-limit interruptions added waste.", "timestamp": "2026-10-21T04:16:21.178Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "After spotting the scope leak it reran with an include glob, which returned only 1 page, then diagnosed the redirect and checked links and sitemaps. It never got a working configuration, such as globs covering the redirected paths, or a different start URL, before running out of turns.", "timestamp": "2026-10-21T04:16:21.146Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the dataset items correctly, noticed that 8-9 of the 10 pages were outside /platform, and spotted the redirect to the docs root. It then used the curl output to reason about the sitemap and links rather than inventing data.", "timestamp": "2026-10-21T04:16:21.097Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first run had no includeUrlGlobs and the agent used non-schema keys saveHtmlAsFile/maxResults instead of saveHtml, so saveHtml is missing in both runs. The second run's include glob was a {\"glob\":...} object, which is valid, but it was too narrow because /platform redirects to the docs root. That run produced 1 item and the agent never fixed the input; the first run also gave 11 items against a cap of 10.", "timestamp": "2026-10-21T04:16:21.061Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used apify/website-content-crawler as instructed, with fetch-actor-details, call-actor, get-actor-run and get-dataset-items, and used Bash/curl reasonably to investigate the redirect and the sitemap.", "timestamp": "2026-10-21T04:16:21.017Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:06:56.731Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-21T04:06:56.693Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 11 items, expected at most 10", "timestamp": "2026-10-21T04:06:56.659Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true)", "timestamp": "2026-10-21T04:06:56.624Z", "metadata": {} }, "check.sectionFilter": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: includeUrlGlobs is missing (expected to be set)", "timestamp": "2026-10-21T04:06:56.589Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxCrawlPages", "timestamp": "2026-10-21T04:06:56.555Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): startUrls[0].url", "timestamp": "2026-10-21T04:06:56.522Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:06:56.482Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-21T04:06:56.444Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "saveHtml", "sectionFilter" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:03:49.081Z", "day": "2026-10-21", "traceId": "016aca04f2c2deef5c37795f5c4537e5", "observationId": "874b92ba842b5d77", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/016aca04f2c2deef5c37795f5c4537e5?observation=874b92ba842b5d77", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 20 pages, gave five real titles from the dataset, and named the right Actor. It ended with the exact line 'Actor: apify/website-content-crawler'. Calling the Markdown 'clean' while noting leftover anchor noise is a minor inconsistency.", "timestamp": "2026-10-21T04:16:18.822Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 20 pages, gave five real titles from the dataset, and named the right Actor. It ended with the exact line 'Actor: apify/website-content-crawler'. Calling the Markdown 'clean' while noting leftover anchor noise is a minor inconsistency.", "timestamp": "2026-10-21T04:16:18.787Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/website-content-crawler", "timestamp": "2026-10-21T04:16:18.746Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-21T04:16:18.711Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:16:18.674Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "Every dimension passed or was not applicable. The run ex4RmFlDaCOkWQPjX SUCCEEDED with 20 items, and the reported titles match the dataset.", "timestamp": "2026-10-21T04:16:18.627Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-21T04:16:18.589Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 20 pages, gave five real titles from the dataset, and named the right Actor. It ended with the exact line 'Actor: apify/website-content-crawler'. Calling the Markdown 'clean' while noting leftover anchor noise is a minor inconsistency.", "timestamp": "2026-10-21T04:16:18.553Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was direct: search, fetch details, run, poll the run three times while it was in progress, then fetch items and spot-check one record. Nothing was repeated without reason.", "timestamp": "2026-10-21T04:16:18.517Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the dataset items with url and title and reported 20 pages. The five titles (Apify Academy, Affiliates, Getting started, Creating Actors, Deploying your code to Apify) all appear in the dataset preview. It also spot-checked the markdown field and truthfully mentioned the anchor-link noise.", "timestamp": "2026-10-21T04:16:18.482Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The input set startUrls to the academy URL, an includeUrlGlobs of academy/**, maxCrawlPages 20, maxResults 20 and saveMarkdown true. The harness checks for startUrls and maxCrawlPages both passed.", "timestamp": "2026-10-21T04:16:18.449Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched the store, read the details for apify/website-content-crawler, and ran it. This is the Actor built for LLM-ready Markdown, and it avoided Cheerio Scraper and Web Scraper.", "timestamp": "2026-10-21T04:16:18.395Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:06:54.044Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-21T04:06:54.004Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawlPages", "timestamp": "2026-10-21T04:06:53.971Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-21T04:06:53.931Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:06:53.887Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/website-content-crawler\"", "timestamp": "2026-10-21T04:06:53.812Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-21T04:06:53.736Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 20 pages, gave five real titles from the dataset, and named the right Actor. It ended with the exact line 'Actor: apify/website-content-crawler'. Calling the Markdown 'clean' while noting leftover anchor noise is a minor inconsistency." }, { "scenarioId": "web-scraper-usage-coinmarketcap-top-ten", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:03:50.079Z", "day": "2026-10-21", "traceId": "a9ba2b434842d1eaf3c736248a81ae62", "observationId": "1cd4fcf214c6a6c3", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a9ba2b434842d1eaf3c736248a81ae62?observation=1cd4fcf214c6a6c3", "subject": "apify/web-scraper", "owner": "universe", "skill": "use", "title": "web / use / coinmarketcap-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned 10 names with current prices drawn from the scraped rows, noted the index row was skipped and that prices are a snapshot, and the shape check passed.", "timestamp": "2026-10-21T04:16:13.542Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned 10 names with current prices drawn from the scraped rows, noted the index row was skipped and that prices are a snapshot, and the shape check passed.", "timestamp": "2026-10-21T04:16:13.506Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-21T04:16:13.470Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:16:13.377Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the run SUCCEEDED, get-dataset-items returned 15 rows, and the final answer's 10 prices match them.", "timestamp": "2026-10-21T04:16:13.273Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-21T04:16:13.173Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned 10 names with current prices drawn from the scraped rows, noted the index row was skipped and that prices are a snapshot, and the shape check passed.", "timestamp": "2026-10-21T04:16:13.071Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Three tool calls (inspect schema, run, fetch items) with no repetition or wasted steps.", "timestamp": "2026-10-21T04:16:12.750Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table matches the dataset rows exactly (Bitcoin $82,726.07, Ethereum $2,443.79, ... Hyperliquid $81.18), and the agent correctly skipped the CMC20 index row and parsed concatenated names like 'BitcoinBTCBuy'.", "timestamp": "2026-10-21T04:16:12.718Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The input had startUrls for coinmarketcap.com, maxPagesPerCrawl 1, maxCrawlingDepth 0, an empty linkSelector, proxyConfiguration and a pageFunction that extracts table rows; all were well-formed and the deterministic checks passed.", "timestamp": "2026-10-21T04:16:12.676Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the apify/web-scraper input schema with fetch-actor-details, ran the named Actor with call-actor, then pulled results with get-dataset-items, which is the right sequence.", "timestamp": "2026-10-21T04:16:12.641Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:04:28.199Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-21T04:04:28.156Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\$\\s?\\d[\\d,]*\\.\\d{2}/", "timestamp": "2026-10-21T04:04:28.121Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-21T04:04:28.072Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerCrawl", "timestamp": "2026-10-21T04:04:28.034Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): pageFunction", "timestamp": "2026-10-21T04:04:27.995Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-21T04:04:27.953Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:04:27.913Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-10-21T04:04:27.874Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned 10 names with current prices drawn from the scraped rows, noted the index row was skipped and that prices are a snapshot, and the shape check passed." }, { "scenarioId": "web-scraper-discovery-waterstones-headless", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:04:23.266Z", "day": "2026-10-21", "traceId": "8f55b4bceda9c138a0058985f30f5762", "observationId": "2f91546bfea4b333", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8f55b4bceda9c138a0058985f30f5762?observation=2f91546bfea4b333", "subject": "apify/web-scraper", "owner": "universe", "skill": "find", "title": "web / find / waterstones-headless", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-21T04:16:13.890Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:16:13.800Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "Searches for 'browser scraper' and 'playwright scraper' never surfaced apify/web-scraper, so the agent settled on apify/playwright-scraper (rightActor FAIL), and its run then timed out with 0 items.", "timestamp": "2026-10-21T04:16:13.760Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "12 tool calls valid", "timestamp": "2026-10-21T04:16:13.725Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is just the intermediate sentence about retrying, with no product names or prices and no 'Actor:' line, and the run produced 0 dataset items.", "timestamp": "2026-10-21T04:16:13.689Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made a few redundant discovery searches and polled the first run for about 4.5 minutes with repeated get-actor-run calls, consuming the time budget so the session timed out before the retry finished.", "timestamp": "2026-10-21T04:16:13.648Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "After the first run failed with page.goto timeouts, the agent read the error from the dataset and launched a retry with domcontentloaded and an explicit selector wait, which is a reasonable recovery, though the session timed out before the retry returned.", "timestamp": "2026-10-21T04:16:13.579Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the dataset error item and correctly diagnosed the networkidle timeout; it invented no product data, but it also had no product data to use.", "timestamp": "2026-10-21T04:16:13.542Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The input had a pageFunction, maxPagesPerCrawl=1 and a start URL, but it used waitUntil 'networkidle' with a 90s timeout, which hung on this heavy site, and it set maxResultsPerCrawl=1, which is fine since the single page returns one record holding 10 products.", "timestamp": "2026-10-21T04:16:13.475Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for 'browser scraper' and 'playwright scraper', never found or considered apify/web-scraper, and chose apify/playwright-scraper; it is a real-browser scraper with a page function, but the deterministic rightActor check FAILED.", "timestamp": "2026-10-21T04:16:13.377Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-21T04:09:23.843Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-21T04:09:23.804Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerCrawl", "timestamp": "2026-10-21T04:09:23.769Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): pageFunction", "timestamp": "2026-10-21T04:09:23.734Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:09:23.699Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/web-scraper\"", "timestamp": "2026-10-21T04:09:23.617Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/playwright-scraper; expected apify/web-scraper", "timestamp": "2026-10-21T04:09:23.536Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "rag-web-browser-usage-sf-startups-markdown", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:04:28.229Z", "day": "2026-10-21", "traceId": "a329cc385a1eb4145a6fcb462a9f7e55", "observationId": "4c57f2bff3267888", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a329cc385a1eb4145a6fcb462a9f7e55?observation=4c57f2bff3267888", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "use", "title": "rag-web-browser / use / sf-startups-markdown", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-21T04:16:14.715Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-21T04:16:14.631Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-21T04:16:14.593Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-21T04:16:14.555Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The Actor run succeeded with 5 items, but the agent's final message after the output-token cutoff resumed mid-sentence, so the delivered answer lacks items 1-3 and its header. Summaries also exceed the two-line format. This is an agent output-length and format failure, not an Actor problem.", "timestamp": "2026-10-21T04:16:14.515Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-21T04:16:14.476Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent produced five results with URLs and summaries, but the final answer begins with a truncated fragment ('...investors, and a second line...') that lacks items 1-3 and the intro. Summaries run to three lines rather than two, and some pages (YC, startups.gallery) were read only partially.", "timestamp": "2026-10-21T04:16:14.406Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call requested full markdown for all items and failed on size, a wasted call, but the rest of the path of per-item fetches was reasonable and the call count stayed modest.", "timestamp": "2026-10-21T04:16:14.368Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "After two get-dataset-items calls exceeded size limits, the agent fetched metadata only, then pulled each page's Markdown one item at a time, and used Bash head to read the saved file for the oversized startups.gallery page.", "timestamp": "2026-10-21T04:16:14.248Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "Summaries draw on retrieved Markdown (Failory's Anthropic/Perplexity/OpenAI picks, topstartups.io's Ivo $55M and Harmonic $100M, startups.gallery's Greptile and Tolan, YC's Deel and Faire). However, the claim of ~90 more companies including Mercor, Sierra and Thinking Machines Lab in Failory is not visible in the previews, and page 1's 'Corgi and Sierra' comes from the intro text, which is correct.", "timestamp": "2026-10-21T04:16:14.212Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor was given query 'fastest growing startups in San Francisco 2026', maxResults 5 and outputFormats ['markdown'], matching the task and the passing input checks; get-dataset-items calls used valid fields and offsets.", "timestamp": "2026-10-21T04:16:14.177Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, then call-actor on apify/rag-web-browser as the task specified, and get-dataset-items to read the results, so the tools fit the task.", "timestamp": "2026-10-21T04:16:14.139Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:05:20.916Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-21T04:05:20.876Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-10-21T04:05:20.828Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-21T04:05:20.793Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-21T04:05:20.696Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): query", "timestamp": "2026-10-21T04:05:20.650Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:05:20.564Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/rag-web-browser", "timestamp": "2026-10-21T04:05:20.483Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "rag-web-browser-discovery-web-search-with-sources", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:04:42.658Z", "day": "2026-10-21", "traceId": "f517def7a0b1b35b68c0147a28ee03c1", "observationId": "76bb420ef80cbaae", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f517def7a0b1b35b68c0147a28ee03c1?observation=76bb420ef80cbaae", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "find", "title": "rag-web-browser / find / web-search-with-sources", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-21T04:16:08.969Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-21T04:16:08.878Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "none", "comment": "the agent ran no Actor", "timestamp": "2026-10-21T04:16:08.838Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-21T04:16:08.807Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:16:08.770Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-21T04:16:08.732Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer delivered to the user is only a single source bullet for 007james.com plus 'Actor: none'; the top-5 list and the other sources were lost in the truncated message, and no Apify Actor was used or named.", "timestamp": "2026-10-21T04:16:08.692Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The path was fairly direct (search, three fetches, two retries), but the broad first prompts wasted two calls and the final answer overflowed and was cut off.", "timestamp": "2026-10-21T04:16:08.646Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "After two 'exceeded the 32000 output token maximum' errors, the agent retried with narrower prompts and got clean top-5 lists, though it later hit the output limit again in the final answer.", "timestamp": "2026-10-21T04:16:08.579Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The figures in the agent's draft answer (Skyfall $1,110,526,992 / $1,142,504,419, Spectre, No Time to Die, etc.) match the WebFetch results, and the 007james inflation-adjusted note matches the first fetch result, so nothing was invented.", "timestamp": "2026-10-21T04:16:08.543Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The WebSearch query and WebFetch URLs and prompts were sensible, but the first fetch prompts asked for exhaustive ranked lists with exact quotes, which caused two output-size errors; no Actor input was ever built.", "timestamp": "2026-10-21T04:16:08.507Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used built-in WebSearch and WebFetch and never searched the Apify store or ran apify/rag-web-browser, so the facts show rightActor FAIL and 0 Actor runs.", "timestamp": "2026-10-21T04:16:08.463Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "schemaValidity" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:05:32.304Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, query", "timestamp": "2026-10-21T04:05:32.270Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-10-21T04:05:32.225Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run with a recorded input", "timestamp": "2026-10-21T04:05:32.190Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-21T04:05:32.139Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/rag-web-browser\"", "timestamp": "2026-10-21T04:05:32.043Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected apify/rag-web-browser", "timestamp": "2026-10-21T04:05:31.923Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "none", "infraOk": true, "failedChecks": [ "query", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: no Actor run and no matching tool call; expected apify/rag-web-browser" }, { "scenarioId": "cheerio-scraper-usage-foyles-manga-two-hops", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:05:20.950Z", "day": "2026-10-21", "traceId": "c27c566a99a08eb1bf39a3c96b2ce89b", "observationId": "f473d66703730abe", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c27c566a99a08eb1bf39a3c96b2ce89b?observation=f473d66703730abe", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "use", "title": "cheerio / use / foyles-manga-two-hops", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-21T04:16:06.592Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-21T04:16:06.506Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-21T04:16:06.472Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-21T04:16:06.434Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "The Actor run reported SUCCEEDED with 'Total 1 requests: 0 succeeded, 1 failed' and the dataset held only a '#error' item with 'Request blocked - received 403 status code', so the agent had no actionable guidance such as a proxy hint to get past the block.", "timestamp": "2026-10-21T04:16:06.361Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-21T04:16:06.329Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No book titles or prices were delivered; the run produced 0 items (items check FAIL) and the agent ended by asking the user how to proceed.", "timestamp": "2026-10-21T04:16:06.238Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four calls: fetch details, a WebFetch that 403'd, one discovery run, one dataset fetch; no repetition, though the discovery run was somewhat redundant versus running the real crawl directly.", "timestamp": "2026-10-21T04:16:06.198Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "After the 403 from both WebFetch and the Actor run, the agent did not try the full crawl or a retry with different proxy settings; it stopped and asked the user about a residential proxy, a different source, or stopping. Surfacing options honestly is reasonable, but it did not attempt any recovery itself.", "timestamp": "2026-10-21T04:16:06.161Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read the dataset item showing the 403 block error and accurately reported it, including 3 retries and the run ID, without inventing books or prices.", "timestamp": "2026-10-21T04:16:06.125Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The discovery run used a valid startUrl, a pageFunction extracting links, maxPagesPerCrawl 1 and maxCrawlingDepth 0, which was sensible for discovery, though it deviated from the user's requested depth 2 and 20 pages; the inputs were well-formed.", "timestamp": "2026-10-21T04:16:06.085Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "Agent fetched actor details for apify/cheerio-scraper, tried WebFetch for site structure, then called the correct Actor and read its dataset; all reasonable choices.", "timestamp": "2026-10-21T04:16:06.042Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:06:02.188Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-21T04:06:02.149Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 items, expected at least 1", "timestamp": "2026-10-21T04:06:02.108Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerCrawl", "timestamp": "2026-10-21T04:06:02.055Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawlingDepth", "timestamp": "2026-10-21T04:06:01.997Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): pageFunction", "timestamp": "2026-10-21T04:06:01.933Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-21T04:06:01.856Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:06:01.756Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/cheerio-scraper", "timestamp": "2026-10-21T04:06:01.651Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items" ], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "cheerio-scraper-discovery-ikea-static-catalog", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:05:32.337Z", "day": "2026-10-21", "traceId": "daabf3c51b9e4662dac18a37cc7f001a", "observationId": "c8719631f02a5161", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/daabf3c51b9e4662dac18a37cc7f001a?observation=c8719631f02a5161", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "find", "title": "cheerio / find / ikea-static-catalog", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-21T04:16:07.638Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-21T04:16:07.544Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "pintostudio/ikea-products-bycategory", "comment": "Actors the agent ran: pintostudio/ikea-products-bycategory", "timestamp": "2026-10-21T04:16:07.512Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-21T04:16:07.476Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:16:07.444Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-21T04:16:07.407Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-21T04:16:07.371Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered 10 real names and prices, but it used an API-based Actor instead of the requested lightweight HTML extractor (rightActor, namedActor and pageFunction checks all FAIL), admitted this mismatch itself, and did not use or name apify/cheerio-scraper.", "timestamp": "2026-10-21T04:16:07.174Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 14 tool calls, including several jq probing steps, a duplicate Actor run to reach 10 items, and a side curl check; it also never searched for a generic Cheerio scraper.", "timestamp": "2026-10-21T04:16:07.072Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent handled the oversized dataset output by parsing the saved file with jq, fixed the jq nesting errors, and reran with perPage 11 after the first run returned only 9 products plus a planner card.", "timestamp": "2026-10-21T04:16:06.970Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The product names and prices in the final table match the jq extraction from the rerun dataset (e.g. STORKLINTA £139, LASTARE £85), so nothing was invented.", "timestamp": "2026-10-21T04:16:06.904Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The inputs fit the chosen Actor's schema (categoryUrl, localeCode en_GB, perPage), but no pageFunction or maxPagesPerCrawl was set, and the user's HTML-only, first-page-only constraint was met only incidentally through perPage.", "timestamp": "2026-10-21T04:16:06.871Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose pintostudio/ikea-products-bycategory, which its own README check showed queries IKEA's catalog API, not server-rendered HTML; it never searched for or considered apify/cheerio-scraper, the lightweight generic HTML scraper the user's constraints point to.", "timestamp": "2026-10-21T04:16:06.768Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:06:36.648Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, pageFunction", "timestamp": "2026-10-21T04:06:36.591Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): pintostudio/ikea-products-bycategory: maxPagesPerCrawl is missing (expected at most 5); pintostudio/ikea-products-bycategory: maxPagesPerCrawl is missing (expected at most 5)", "timestamp": "2026-10-21T04:06:36.460Z", "metadata": {} }, "check.pageFunction": { "value": 0, "stringValue": null, "comment": "FAIL: pintostudio/ikea-products-bycategory: pageFunction is missing (expected to be set); pintostudio/ikea-products-bycategory: pageFunction is missing (expected to be set)", "timestamp": "2026-10-21T04:06:36.413Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:06:36.324Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/cheerio-scraper\"", "timestamp": "2026-10-21T04:06:36.222Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper", "timestamp": "2026-10-21T04:06:36.120Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "pintostudio/ikea-products-bycategory", "infraOk": true, "failedChecks": [ "pageCap", "pageFunction", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used pintostudio/ikea-products-bycategory; expected apify/cheerio-scraper" }, { "scenarioId": "ai-web-scraper-usage-apify-store-first-page", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:06:02.224Z", "day": "2026-10-21", "traceId": "c7215d93895318edb1a1abff1d021a4b", "observationId": "366993b53883e2a9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/c7215d93895318edb1a1abff1d021a4b?observation=366993b53883e2a9", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "use", "title": "ai-web / use / apify-store-first-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent delivered a table of 36 Actors with name, description, rating and users, drawn from the Actor's single-page run output. The answer was split across the token-limit cut but is complete when combined, and the agent noted it had not re-verified each row against the markdown.", "timestamp": "2026-10-21T04:16:06.473Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent delivered a table of 36 Actors with name, description, rating and users, drawn from the Actor's single-page run output. The answer was split across the token-limit cut but is complete when combined, and the agent noted it had not re-verified each row against the markdown.", "timestamp": "2026-10-21T04:16:06.436Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-21T04:16:06.400Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:16:06.356Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The only friction was the first get-dataset-items call returning a 54.6KB output that included the full markdown, and the agent handled that by projecting fields='data'.", "timestamp": "2026-10-21T04:16:06.316Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-21T04:16:06.281Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered a table of 36 Actors with name, description, rating and users, drawn from the Actor's single-page run output. The answer was split across the token-limit cut but is complete when combined, and the agent noted it had not re-verified each row against the markdown.", "timestamp": "2026-10-21T04:16:06.246Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was direct: details, run, poll, fetch. The only waste was one oversized get-dataset-items call before the 'data' field projection, which was quickly corrected.", "timestamp": "2026-10-21T04:16:06.199Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run status said RUNNING and the dataset itemCount read 0, but the agent polled with get-actor-run and then fetched items anyway. When the first get-dataset-items call returned an oversized markdown dump, the agent re-requested only fields='data'. It also resumed the answer after the output token limit was hit.", "timestamp": "2026-10-21T04:16:06.163Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The table rows match the data.name, rating and users values in the 'data' projection (e.g. TikTok Scraper 4.7/348K, Google Maps Scraper 4.7/658K). Null ratings were shown as '–', and the agent saw the full output, so there is no sign of invented values. The descriptions are condensed paraphrases rather than verbatim text.", "timestamp": "2026-10-21T04:16:06.113Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent set startUrls to https://apify.com/store, extractionMode 'single', a prompt naming the four fields, maxPagesToVisit 1 and maxCrawlDepth 0. The deterministic checks for startUrl, prompt and onePage all pass.", "timestamp": "2026-10-21T04:16:06.082Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used apify/ai-web-scraper as the task required, after fetch-actor-details to read its schema. It then used call-actor, get-actor-run and get-dataset-items to run it and read the results.", "timestamp": "2026-10-21T04:16:06.036Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:07:21.880Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-21T04:07:21.819Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-21T04:07:21.776Z", "metadata": {} }, "check.onePage": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesToVisit", "timestamp": "2026-10-21T04:07:21.730Z", "metadata": {} }, "check.promptGiven": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): prompt", "timestamp": "2026-10-21T04:07:21.695Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-21T04:07:21.614Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:07:21.577Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-10-21T04:07:21.481Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent delivered a table of 36 Actors with name, description, rating and users, drawn from the Actor's single-page run output. The answer was split across the token-limit cut but is complete when combined, and the agent noted it had not re-verified each row against the markdown." }, { "scenarioId": "ai-web-scraper-discovery-climate-articles-three-sites", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:06:36.681Z", "day": "2026-10-21", "traceId": "a450c5898665f84bdb23aff212c4f89f", "observationId": "672a1bb807871069", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a450c5898665f84bdb23aff212c4f89f?observation=672a1bb807871069", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "find", "title": "ai-web / find / climate-articles-three-sites", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used automation-lab/news-article-extractor, moving_beacon-owner1/my-actor-62; expected apify/ai-web-scraper", "timestamp": "2026-10-21T04:15:59.669Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used automation-lab/news-article-extractor, moving_beacon-owner1/my-actor-62; expected apify/ai-web-scraper", "timestamp": "2026-10-21T04:15:59.573Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "automation-lab/news-article-extractor", "comment": "Actors the agent ran: automation-lab/news-article-extractor, moving_beacon-owner1/my-actor-62", "timestamp": "2026-10-21T04:15:59.542Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-21T04:15:59.501Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:15:59.458Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used automation-lab/news-article-extractor, moving_beacon-owner1/my-actor-62; expected apify/ai-web-scraper", "timestamp": "2026-10-21T04:15:59.425Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "13 tool calls valid", "timestamp": "2026-10-21T04:15:59.312Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "Only BBC returned items, with no authors and mostly off-topic; Guardian and Reuters got 0, so the user did not get 5 articles per site with title, author and date, and the answer names the wrong Actor.", "timestamp": "2026-10-21T04:15:59.267Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 5 Actor runs against a limit of 3, and several runs repeated the same extractor with minor URL tweaks that returned 0 items, so the path was inefficient.", "timestamp": "2026-10-21T04:15:59.231Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent fixed the startUrls type error right away and fetched the dataset directly when the item count read 0, but its pivots (RSS URLs, another Actor) never reached the right tool.", "timestamp": "2026-10-21T04:15:59.200Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer reports only what get-dataset-items returned: 5 BBC items with null authors and 0 for the others, and it honestly flags that 4 of the 5 are off-topic.", "timestamp": "2026-10-21T04:15:59.162Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call used {url:...} objects and failed validation; later calls were well-formed but had no prompt or page cap, and the third run used the Guardian environment RSS plus the Reuters root, which are not the requested pages.", "timestamp": "2026-10-21T04:15:59.130Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent ran only two searches and never found apify/ai-web-scraper; it picked automation-lab/news-article-extractor, an RSS/sitemap/Readability tool, and the fixed-source Universal News Scraper, and the deterministic rightActor check failed.", "timestamp": "2026-10-21T04:15:59.091Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:07:56.512Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-21T04:07:56.473Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: maxPagesToVisit is missing (expected at most 20); automation-lab/news-article-extractor: maxPagesToVisit is missing (expected at most 20); automation-lab/news-article-extractor: maxPagesToVisit is missing (expected at most 20); moving_beacon-owner1/my-actor-62: maxPagesToVisit is missing (expected at most 20); automation-lab/news-article-extractor: maxPagesToVisit is missing (expected at most 20)", "timestamp": "2026-10-21T04:07:56.439Z", "metadata": {} }, "check.promptGiven": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: prompt is missing (expected to be set); automation-lab/news-article-extractor: prompt is missing (expected to be set); automation-lab/news-article-extractor: prompt is missing (expected to be set); moving_beacon-owner1/my-actor-62: prompt is missing (expected to be set); automation-lab/news-article-extractor: prompt is missing (expected to be set)", "timestamp": "2026-10-21T04:07:56.405Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 5 Actor run(s), expected at most 3", "timestamp": "2026-10-21T04:07:56.365Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/ai-web-scraper\"", "timestamp": "2026-10-21T04:07:56.269Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used automation-lab/news-article-extractor, moving_beacon-owner1/my-actor-62; expected apify/ai-web-scraper", "timestamp": "2026-10-21T04:07:56.186Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "automation-lab/news-article-extractor", "infraOk": true, "failedChecks": [ "pageCap", "promptGiven", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used automation-lab/news-article-extractor, moving_beacon-owner1/my-actor-62; expected apify/ai-web-scraper" }, { "scenarioId": "zillow-zip-search-discovery-scottsdale", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:06:54.073Z", "day": "2026-10-21", "traceId": "6a7ec8c0c9b3f9540b6751517d84b57e", "observationId": "03aa93a609f97c05", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6a7ec8c0c9b3f9540b6751517d84b57e?observation=03aa93a609f97c05", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "find", "title": "zillow-zip-search / find / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used epctex/realtor-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-21T04:15:59.596Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used epctex/realtor-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-21T04:15:59.504Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "epctex/realtor-scraper", "comment": "Actors the agent ran: epctex/realtor-scraper", "timestamp": "2026-10-21T04:15:59.458Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-21T04:15:59.416Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:15:59.373Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used epctex/realtor-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-21T04:15:59.341Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-21T04:15:59.308Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent returned 10 real ZIP 85251 listings under $800k with address and price and ended with the Actor line, but it used epctex/realtor-scraper rather than the maxcopell Zillow family, so the namedActor and rightActor checks fail, and one item is a lot/mobile-home space priced at $230k rather than a typical home.", "timestamp": "2026-10-21T04:15:59.272Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was direct: two searches, one schema fetch, one run and one dataset fetch, with no repetition.", "timestamp": "2026-10-21T04:15:59.228Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table matches the 10 dataset items from get-dataset-items exactly (addresses and prices), with nothing invented, and the agent noted the lot listing and the text-search caveat.", "timestamp": "2026-10-21T04:15:59.123Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call used search '85251', mode BUY, maxPrice 800000, maxItems 10, includeDetails false and includePending false, all valid per the schema and matching the task, though the ZIP was passed as free text rather than a start URL.", "timestamp": "2026-10-21T04:15:59.080Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for Zillow and Realtor actors, then picked epctex/realtor-scraper, a Realtor.com scraper, even though the first search surfaced several Zillow actors, and the intended maxcopell/zillow-zip-search never appeared; the rightActor check already FAILs.", "timestamp": "2026-10-21T04:15:59.041Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:07:32.925Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-21T04:07:32.875Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:07:32.831Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"maxcopell/zillow\"", "timestamp": "2026-10-21T04:07:32.733Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used epctex/realtor-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-21T04:07:32.620Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "epctex/realtor-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used epctex/realtor-scraper; expected ^maxcopell/zillow" }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:06:56.767Z", "day": "2026-10-21", "traceId": "65da6d74e57576a46ed8f9dc3f837368", "observationId": "0d6921d4d293a998", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/65da6d74e57576a46ed8f9dc3f837368?observation=0d6921d4d293a998", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 4 numbers not in Actor output: 528,120", "timestamp": "2026-10-21T04:16:01.829Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 4 numbers not in Actor output: 528,120", "timestamp": "2026-10-21T04:16:01.666Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-21T04:16:01.631Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-21T04:16:01.600Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 4 numbers not in Actor output: 528,120", "timestamp": "2026-10-21T04:16:01.563Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-21T04:16:01.507Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer gives the real follower count (104,373,406, within 2% of the reference), a correct average of likes per post (528,120), and an interpretation (about 0.51% of followers, with context on the skew). The interpretation runs to a few sentences instead of one, but the substance is correct and grounded.", "timestamp": "2026-10-21T04:16:01.468Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was direct: one schema lookup, two parallel Actor runs, and two dataset fetches. The extra fetches were needed because the run counts were misleading, and nothing was repeated.", "timestamp": "2026-10-21T04:16:01.424Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run summaries showed itemCount 0 for the profile run and 3 for the posts run, which looked like an empty or partial result. The agent fetched both datasets directly and got 1 and 12 items, so it recovered correctly from the lagging counts.", "timestamp": "2026-10-21T04:16:01.386Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The follower count 104,373,406 comes from the details dataset. The 528,120 average matches the sum of the 10 @nasa posts (5,281,204 / 10 = 528,120.4), and the median of about 367K is also correct. The deterministic 'grounded' FAIL on 528,120 only reflects that the number is derived rather than present in the output. The agent also filtered out the two posts by other owners (@nasajpl, @nasajohnson) and said so.", "timestamp": "2026-10-21T04:16:01.344Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Inputs were valid: resultsType 'details' and 'posts', directUrls ['https://www.instagram.com/nasa/'], resultsLimit 1 and 12. The deterministic profileUrl check passed on both runs. The get-dataset-items calls used sensible field projections.", "timestamp": "2026-10-21T04:16:01.303Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the details of apify/instagram-scraper, then used it for both a 'details' (profile) run and a 'posts' run, and fetched the results with get-dataset-items. This is what the task asked for.", "timestamp": "2026-10-21T04:16:01.242Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:07:46.401Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-21T04:07:46.363Z", "metadata": {} }, "check.followers": { "value": 1, "stringValue": null, "comment": "PASS: followersCount within 2%", "timestamp": "2026-10-21T04:07:46.327Z", "metadata": {} }, "check.grounded": { "value": 0.75, "stringValue": null, "comment": "FAIL: 1 of 4 numbers not in Actor output: 528,120", "timestamp": "2026-10-21T04:07:46.292Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): directUrls[0]", "timestamp": "2026-10-21T04:07:46.256Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:07:46.218Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-10-21T04:07:46.148Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-10-21T04:07:46.072Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 4 numbers not in Actor output: 528,120" }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:07:21.916Z", "day": "2026-10-21", "traceId": "8cf20819978e14a95bdf1c817fbc5767", "observationId": "cfdef0e24fd9efde", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8cf20819978e14a95bdf1c817fbc5767?observation=cfdef0e24fd9efde", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-21T04:15:55.699Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-21T04:15:55.611Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/instagram-post-scraper", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-21T04:15:55.579Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-21T04:15:55.545Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:15:55.515Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-21T04:15:55.483Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 0, "stringValue": null, "comment": "call-actor: data/waitSecs must be <= 45", "timestamp": "2026-10-21T04:15:55.448Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent retrieved 3 real recent nasa posts and gave the correct two-line format with a truthful count, but the named actor is not the intended apify/instagram-scraper, so the deterministic checks rightActor and namedActor FAIL.", "timestamp": "2026-10-21T04:15:55.395Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was direct: search, fetch details, call (one validation retry), fetch items, with no pointless repetition.", "timestamp": "2026-10-21T04:15:55.329Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first call-actor failed validation (waitSecs must be <= 45) and the agent immediately retried with waitSecs 45, which succeeded.", "timestamp": "2026-10-21T04:15:55.296Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the dataset (3 items, ownerUsername nasa, with timestamps) and reported 3 posts, which matches the retrieved data and the run's itemCount of 3.", "timestamp": "2026-10-21T04:15:55.231Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call used username [\"nasa\"], resultsLimit 3 and dataDetailLevel basicData, all matching the fetched input schema; the first call's waitSecs 120 was invalid but was corrected to 45.", "timestamp": "2026-10-21T04:15:55.194Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose apify/instagram-post-scraper, which was the top store search result and fits the task, but the harness deterministic check rightActor FAIL marks it as a miss versus the preferred apify/instagram-scraper.", "timestamp": "2026-10-21T04:15:55.159Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:07:59.158Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-21T04:07:59.122Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/instagram-post-scraper run : CALL-FAILED", "timestamp": "2026-10-21T04:07:59.092Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-21T04:07:59.056Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-21T04:07:59.022Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/instagram-post-scraper", "infraOk": true, "failedChecks": [ "schemaValidity", "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper" }, { "scenarioId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:07:32.962Z", "day": "2026-10-21", "traceId": "ebdfb56fb26c8adfb48cf3da796786ff", "observationId": "6a5eaab136488527", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/ebdfb56fb26c8adfb48cf3da796786ff?observation=6a5eaab136488527", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "use", "title": "instagram-reel / use / natgeo-skip-pinned", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check items: 10 items, expected at most 3", "timestamp": "2026-10-21T04:15:53.476Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check items: 10 items, expected at most 3", "timestamp": "2026-10-21T04:15:53.386Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-21T04:15:53.351Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-21T04:15:53.318Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check items: 10 items, expected at most 3", "timestamp": "2026-10-21T04:15:53.282Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-21T04:15:53.249Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent gave 3 reels with first sentence, play count, and duration, grounded in the data and sorted by recency with pinned skipped. The over-fetch (10 items) was deliberate and disclosed, and the answer is correct; the 3-reel limit check is a warn-level input issue.", "timestamp": "2026-10-21T04:15:53.219Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Three calls in a direct path with no repetition, though the 10-item limit fetched more data than needed.", "timestamp": "2026-10-21T04:15:53.181Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The reported captions, play counts, and durations match the dataset preview, and the grounded check passed. The agent also sorted by timestamp and noticed the 8-vs-10 item discrepancy.", "timestamp": "2026-10-21T04:15:53.152Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "username=[\"natgeo\"] and skipPinnedPosts=true were right, but resultsLimit=10 instead of 3 failed the threeReels check, and the harness recorded 10 items where at most 3 were expected.", "timestamp": "2026-10-21T04:15:53.119Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor with apify/instagram-reel-scraper, and get-dataset-items, which is the right actor and a sensible tool sequence.", "timestamp": "2026-10-21T04:15:53.049Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:08:23.506Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: items", "timestamp": "2026-10-21T04:08:23.473Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 17 numbers found in Actor output", "timestamp": "2026-10-21T04:08:23.434Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 10 items, expected at most 3", "timestamp": "2026-10-21T04:08:23.401Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-21T04:08:23.366Z", "metadata": {} }, "check.threeReels": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/instagram-reel-scraper: resultsLimit = 10 (expected at most 3)", "timestamp": "2026-10-21T04:08:23.332Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-21T04:08:23.295Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:08:23.261Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-21T04:08:23.178Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "threeReels" ], "judgeComment": "FAIL: check items: 10 items, expected at most 3" }, { "scenarioId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:07:35.664Z", "day": "2026-10-21", "traceId": "eb7fb3566c7618f4dba3c8b93f213111", "observationId": "bd351f15fd5467ee", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/eb7fb3566c7618f4dba3c8b93f213111?observation=bd351f15fd5467ee", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "find", "title": "instagram-reel / find / natgeo-reels-shares", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-21T04:15:53.453Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-21T04:15:53.365Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-reel-scraper", "timestamp": "2026-10-21T04:15:53.330Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-21T04:15:53.295Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-21T04:15:53.259Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The call-actor result listed 'itemCount':2 and the field list had no shares field, while get-dataset-items returned 3 items with no share count even though includeSharesCount:true was set. The Actor's output did not deliver the promised shares data, and the run metadata did not match the dataset.", "timestamp": "2026-10-21T04:15:53.225Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-21T04:15:53.143Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The task asked for caption first sentence, play count and share count for each reel, and the answer gives the first two but states that share counts are unknown, so the task is only partly done. The reel ordering also lists the 22:05 reel after the 18:00 one despite claiming newest first.", "timestamp": "2026-10-21T04:15:53.114Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four calls (search, fetch details, run, get items) with no repetition; this is a direct path.", "timestamp": "2026-10-21T04:15:53.074Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run summary said 2 items while the dataset returned 3, and the agent noticed this and read the dataset anyway. Shares were missing from the output, and the agent did not try to recover, for example by checking the dataset fields or re-running to see if the field exists. It did explain the gap, but the reason it gave (the free tier) was a guess.", "timestamp": "2026-10-21T04:15:53.035Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "Captions and play counts (1,066,701; 1,559,485; 1,611,858) match the dataset preview, and the agent said plainly that no share field was returned instead of inventing one. The first sentence of reel 1 ('Presented by @Rolex.') is a literal first-sentence split, which is acceptable.", "timestamp": "2026-10-21T04:15:53.004Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The input was {username:[\"natgeo\"], resultsLimit:3, skipPinnedPosts:true, includeSharesCount:true}, which is well-formed and passes the sharesFlag check; skipPinnedPosts is a reasonable extra choice.", "timestamp": "2026-10-21T04:15:52.966Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched the store, found the official apify/instagram-reel-scraper, and checked its input schema before running it, which is the right Actor and tool sequence.", "timestamp": "2026-10-21T04:15:52.932Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:08:13.492Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-21T04:08:13.455Z", "metadata": {} }, "check.sharesFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeSharesCount", "timestamp": "2026-10-21T04:08:13.417Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:08:13.351Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-reel-scraper\"", "timestamp": "2026-10-21T04:08:13.215Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-21T04:08:13.169Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-usage-natgeo-about-section", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:07:46.472Z", "day": "2026-10-21", "traceId": "86586f06893723e35cbfaea763e17d6c", "observationId": "fbcb409bfeca5f98", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/86586f06893723e35cbfaea763e17d6c?observation=fbcb409bfeca5f98", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "use", "title": "instagram-profile / use / natgeo-about-section", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-21T04:15:50.256Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-21T04:15:50.170Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-21T04:15:49.983Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-21T04:15:49.945Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "The run had includeAboutSection=true, yet the dataset item from get-dataset-items had no country or about fields, and the run's field list also omitted them, so the output did not match what the input schema promises. The agent therefore could not report the country.", "timestamp": "2026-10-21T04:15:49.861Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-21T04:15:49.829Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The bio sentence and business flag are correct, but the country was not reported, so one of the three requested items is missing, even though the answer is honest about it.", "timestamp": "2026-10-21T04:15:49.782Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Three tool calls (schema, run, fetch) with no repetition, and the extra fetch was justified by the 0 item count.", "timestamp": "2026-10-21T04:15:49.742Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run reported itemCount 0, and the agent followed the nextStep hint to fetch the dataset items directly, which returned 1 item.", "timestamp": "2026-10-21T04:15:49.703Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The bio sentence and isBusinessAccount=true are quoted from the dataset item, and the agent did not invent a country when the item had no country field.", "timestamp": "2026-10-21T04:15:49.667Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor was given usernames [\"natgeo\"] and includeAboutSection true, which the deterministic checks confirm are correct, and get-dataset-items used the datasetId from the run.", "timestamp": "2026-10-21T04:15:49.625Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the Actor's input schema with fetch-actor-details, ran apify/instagram-profile-scraper with call-actor, and fetched the results with get-dataset-items, which is the right sequence.", "timestamp": "2026-10-21T04:15:49.589Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:08:10.229Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-21T04:08:10.193Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-21T04:08:10.156Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-21T04:08:10.093Z", "metadata": {} }, "check.aboutSection": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeAboutSection", "timestamp": "2026-10-21T04:08:09.830Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): usernames[0]", "timestamp": "2026-10-21T04:08:09.787Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:08:09.663Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-21T04:08:09.509Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-discovery-natgeo-verified", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:07:56.543Z", "day": "2026-10-21", "traceId": "2958248df3361e460839efa46c25a72e", "observationId": "96de4a10f90965da", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2958248df3361e460839efa46c25a72e?observation=96de4a10f90965da", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "find", "title": "instagram-profile / find / natgeo-verified", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer states natgeo is verified, quotes the bio from the retrieved data, and ends with the exact 'Actor: apify/instagram-profile-scraper' line.", "timestamp": "2026-10-21T04:15:47.322Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer states natgeo is verified, quotes the bio from the retrieved data, and ends with the exact 'Actor: apify/instagram-profile-scraper' line.", "timestamp": "2026-10-21T04:15:47.288Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-profile-scraper", "timestamp": "2026-10-21T04:15:47.250Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-21T04:15:47.212Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:15:47.173Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent found the right Actor via search, ran it with {\"usernames\":[\"natgeo\"]}, and reported the verified status and bio from the dataset.", "timestamp": "2026-10-21T04:15:47.136Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-21T04:15:47.092Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer states natgeo is verified, quotes the bio from the retrieved data, and ends with the exact 'Actor: apify/instagram-profile-scraper' line.", "timestamp": "2026-10-21T04:15:47.050Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four calls (search, fetch details, run, fetch items) with no repetition or wasted steps.", "timestamp": "2026-10-21T04:15:47.015Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The answer's verified=true, bio text, externalUrl and followersCount 268324219 all match the get-dataset-items output.", "timestamp": "2026-10-21T04:15:46.973Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor was given {\"usernames\":[\"natgeo\"]}, which matches the required input schema, and get-dataset-items used the correct datasetId with sensible fields.", "timestamp": "2026-10-21T04:15:46.927Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, found the official apify/instagram-profile-scraper, and ran it rather than a posts or reels sibling, which fits a profile-info question.", "timestamp": "2026-10-21T04:15:46.884Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:08:31.860Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-21T04:08:31.822Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:08:31.739Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-profile-scraper\"", "timestamp": "2026-10-21T04:08:31.701Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-21T04:08:31.621Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer states natgeo is verified, quotes the bio from the retrieved data, and ends with the exact 'Actor: apify/instagram-profile-scraper' line." }, { "scenarioId": "instagram-post-scraper-usage-natgeo-three-posts", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:07:59.200Z", "day": "2026-10-21", "traceId": "01b49a54e277af0d55cc8d6c4c6af5f7", "observationId": "4e8b14b7653f3949", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/01b49a54e277af0d55cc8d6c4c6af5f7?observation=4e8b14b7653f3949", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "use", "title": "instagram-post / use / natgeo-three-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 2 of 13 numbers not in Actor output: 22, 18", "timestamp": "2026-10-21T04:15:49.673Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 2 of 13 numbers not in Actor output: 22, 18", "timestamp": "2026-10-21T04:15:49.589Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-21T04:15:49.549Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-21T04:15:49.513Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 2 of 13 numbers not in Actor output: 22, 18", "timestamp": "2026-10-21T04:15:49.474Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-21T04:15:49.438Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 3 non-pinned posts with a correct first sentence and like count for each. For the third post it gave the literal first sentence \"Presented by @Rolex.\" and added the next sentence as a helpful note.", "timestamp": "2026-10-21T04:15:49.397Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Three calls were made, each needed: schema lookup, run, dataset fetch. There were no repeats, and the fetch was limited to relevant fields.", "timestamp": "2026-10-21T04:15:49.360Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The captions and like counts (50677, 31646, 31606) in the answer match the dataset items exactly. The flagged numbers 22 and 18 come from the agent reformatting timestamps like 22:05:09 and 18:00:03 into UTC times, so they are not invented data.", "timestamp": "2026-10-21T04:15:49.321Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input was username [\"natgeo\"], resultsLimit 3, skipPinnedPosts true and dataDetailLevel basicData, all valid per the schema, and the deterministic input checks passed.", "timestamp": "2026-10-21T04:15:49.284Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the schema with fetch-actor-details, ran the requested apify/instagram-post-scraper with call-actor, then pulled the results with get-dataset-items.", "timestamp": "2026-10-21T04:15:49.249Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:08:23.488Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-21T04:08:23.452Z", "metadata": {} }, "check.grounded": { "value": 0.846, "stringValue": null, "comment": "FAIL: 2 of 13 numbers not in Actor output: 22, 18", "timestamp": "2026-10-21T04:08:23.414Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-21T04:08:23.380Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-21T04:08:23.342Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-21T04:08:23.309Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-21T04:08:23.279Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:08:23.242Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-21T04:08:23.165Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 2 of 13 numbers not in Actor output: 22, 18" }, { "scenarioId": "instagram-post-scraper-discovery-natgeo-latest-post", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:08:10.291Z", "day": "2026-10-21", "traceId": "891a5b25c20f77b90d0fac8cabaaa4c9", "observationId": "8c03b7e897988637", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/891a5b25c20f77b90d0fac8cabaaa4c9?observation=8c03b7e897988637", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "find", "title": "instagram-post / find / natgeo-latest-post", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The answer gives the first sentence of the caption, the comment count of 69 from real data, and ends with the required 'Actor: apify/instagram-post-scraper' line. Skipping pinned posts is a reasonable reading of 'most recent'.", "timestamp": "2026-10-21T04:15:45.897Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The answer gives the first sentence of the caption, the comment count of 69 from real data, and ends with the required 'Actor: apify/instagram-post-scraper' line. Skipping pinned posts is a reasonable reading of 'most recent'.", "timestamp": "2026-10-21T04:15:45.862Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-21T04:15:45.823Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-21T04:15:45.772Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:15:45.732Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All applicable dimensions passed; the run used apify/instagram-post-scraper and reported data taken directly from dataset item hqkJDQAVKCjOXPNxl.", "timestamp": "2026-10-21T04:15:45.699Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-21T04:15:45.658Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer gives the first sentence of the caption, the comment count of 69 from real data, and ends with the required 'Actor: apify/instagram-post-scraper' line. Skipping pinned posts is a reasonable reading of 'most recent'.", "timestamp": "2026-10-21T04:15:45.616Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four tool calls, each necessary and non-repetitive: search, schema check, run, fetch.", "timestamp": "2026-10-21T04:15:45.577Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The answer's caption first sentence and the comment count of 69 match the dataset item returned by get-dataset-items exactly; the URL and timestamp are also from the data.", "timestamp": "2026-10-21T04:15:45.544Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor input {username:[\"natgeo\"], resultsLimit:1, skipPinnedPosts:true, dataDetailLevel:\"basicData\"} matches the schema, and get-dataset-items used a valid datasetId and fields projection that includes commentsCount.", "timestamp": "2026-10-21T04:15:45.504Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors to discover candidates, fetch-actor-details for the input schema, call-actor on the official apify/instagram-post-scraper, then get-dataset-items to read the result, which is the right sequence.", "timestamp": "2026-10-21T04:15:45.457Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:08:37.613Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-21T04:08:37.581Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:08:37.541Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-post-scraper\"", "timestamp": "2026-10-21T04:08:37.505Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-21T04:08:37.467Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The answer gives the first sentence of the caption, the comment count of 69 from real data, and ends with the required 'Actor: apify/instagram-post-scraper' line. Skipping pinned posts is a reasonable reading of 'most recent'." }, { "scenarioId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:08:13.546Z", "day": "2026-10-21", "traceId": "09471f15cffa9b26cdfe6ea72624c848", "observationId": "b9640c573a9e0b09", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/09471f15cffa9b26cdfe6ea72624c848?observation=b9640c573a9e0b09", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "use", "title": "instagram-hashtag / use / nasa-keyword-reels", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check items: 6 items, expected at most 5", "timestamp": "2026-10-21T04:15:45.020Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check items: 6 items, expected at most 5", "timestamp": "2026-10-21T04:15:44.917Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-21T04:15:44.881Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-21T04:15:44.844Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check items: 6 items, expected at most 5; check grounded: 1 of 12 numbers not in Actor output: 2", "timestamp": "2026-10-21T04:15:44.790Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-21T04:15:44.754Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered 5 reels with first-sentence captions and like counts grounded in the data, and stated openly that hashtag mode was used instead of keyword search. Reel 1 is a whole hashtag-only caption and reel 5's first sentence is a question, but both are reasonable readings. Keyword mode was not achieved, which is a minor deviation.", "timestamp": "2026-10-21T04:15:44.718Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 5 calls: details, run, dataset read to diagnose, a retry run, and a dataset read. The diagnostic read was reasonable and no step was redundant.", "timestamp": "2026-10-21T04:15:44.687Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The keyword-mode run returned a no_items error. The agent inspected the dataset, then retried in hashtag mode and got 5 reels, and it disclosed the fallback.", "timestamp": "2026-10-21T04:15:44.649Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The reported likes (355, 11534, 1044, 714, 8869) and captions match the dataset items. The only ungrounded number is the '2' in the Tamil translation or similar, which is minor and not invented data.", "timestamp": "2026-10-21T04:15:44.614Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call used hashtags [\"nasa\"], keywordSearch true, resultsType reels and resultsLimit 5, all correct. The retry set keywordSearch false, which fails the keywordMode check, though the agent disclosed this.", "timestamp": "2026-10-21T04:15:44.579Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor on the named apify/instagram-hashtag-scraper, and get-dataset-items, which are the right tools for the task.", "timestamp": "2026-10-21T04:15:44.485Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:08:56.675Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: items, grounded", "timestamp": "2026-10-21T04:08:56.641Z", "metadata": {} }, "check.grounded": { "value": 0.917, "stringValue": null, "comment": "FAIL: 1 of 12 numbers not in Actor output: 2", "timestamp": "2026-10-21T04:08:56.604Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 6 items, expected at most 5", "timestamp": "2026-10-21T04:08:56.567Z", "metadata": {} }, "check.fiveResults": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): resultsLimit", "timestamp": "2026-10-21T04:08:56.531Z", "metadata": {} }, "check.reelsType": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): resultsType", "timestamp": "2026-10-21T04:08:56.495Z", "metadata": {} }, "check.keywordMode": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/instagram-hashtag-scraper: keywordSearch = false (expected true)", "timestamp": "2026-10-21T04:08:56.461Z", "metadata": {} }, "check.keywordInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): hashtags[0]", "timestamp": "2026-10-21T04:08:56.426Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:08:56.388Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-10-21T04:08:56.354Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "keywordMode" ], "judgeComment": "FAIL: check items: 6 items, expected at most 5" }, { "scenarioId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:08:23.528Z", "day": "2026-10-21", "traceId": "7c11e4a6d6225db8142e617c7e425578", "observationId": "5918854576258409", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7c11e4a6d6225db8142e617c7e425578?observation=5918854576258409", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "find", "title": "instagram-hashtag / find / nasa-hashtag", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The answer lists 5 #nasa posts with accounts and what each is about, grounded in the data, and ends with the exact line 'Actor: apify/instagram-hashtag-scraper'.", "timestamp": "2026-10-21T04:15:42.440Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The answer lists 5 #nasa posts with accounts and what each is about, grounded in the data, and ends with the exact line 'Actor: apify/instagram-hashtag-scraper'.", "timestamp": "2026-10-21T04:15:42.404Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-hashtag-scraper", "timestamp": "2026-10-21T04:15:42.368Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-21T04:15:42.325Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:15:42.285Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent found apify/instagram-hashtag-scraper via search-actors, ran it with hashtags [\"nasa\"] and resultsLimit 5, and reported real data from get-dataset-items.", "timestamp": "2026-10-21T04:15:42.248Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-21T04:15:42.209Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer lists 5 #nasa posts with accounts and what each is about, grounded in the data, and ends with the exact line 'Actor: apify/instagram-hashtag-scraper'.", "timestamp": "2026-10-21T04:15:42.154Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four calls with no repetition: search, check schema, run, fetch items, which is a direct path to the result.", "timestamp": "2026-10-21T04:15:42.110Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "Every username, caption summary, post type, and the 04:02–04:08 UTC timestamps and zero likes in the answer match the dataset preview, e.g. the Lunar Grounding Challenge $150,000 and the Orionid meteor shower; nothing was invented.", "timestamp": "2026-10-21T04:15:42.056Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor was given hashtags [\"nasa\"], resultsType \"posts\" and resultsLimit 5, all matching the schema it had just read; get-dataset-items used a valid datasetId and a sensible fields list.", "timestamp": "2026-10-21T04:15:42.003Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor and get-dataset-items, and picked the official apify/instagram-hashtag-scraper, which is the right hashtag scraper rather than a profile or post sibling.", "timestamp": "2026-10-21T04:15:41.948Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:08:52.647Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-21T04:08:52.614Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:08:52.581Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-hashtag-scraper\"", "timestamp": "2026-10-21T04:08:52.506Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-10-21T04:08:52.432Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The answer lists 5 #nasa posts with accounts and what each is about, grounded in the data, and ends with the exact line 'Actor: apify/instagram-hashtag-scraper'." }, { "scenarioId": "facebook-posts-scraper-usage-nasa-engagement", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:08:23.536Z", "day": "2026-10-21", "traceId": "0f1fda6e95f50faceef576e8a25329b2", "observationId": "74d4994a4ce42639", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0f1fda6e95f50faceef576e8a25329b2?observation=74d4994a4ce42639", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "use", "title": "facebook-posts / use / nasa-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The answer lists 5 posts with a first sentence and a reactions count each, grounded in the retrieved data, and says that the reactions figure is the 'likes' total across reaction types, which is a reasonable reading of 'reactions count'.", "timestamp": "2026-10-21T04:15:36.812Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The answer lists 5 posts with a first sentence and a reactions count each, grounded in the retrieved data, and says that the reactions figure is the 'likes' total across reaction types, which is a reasonable reading of 'reactions count'.", "timestamp": "2026-10-21T04:15:36.757Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-21T04:15:36.720Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:15:36.684Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "Every dimension passed or was not applicable; the run succeeded and the answer matches the dataset items.", "timestamp": "2026-10-21T04:15:36.636Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-21T04:15:36.597Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer lists 5 posts with a first sentence and a reactions count each, grounded in the retrieved data, and says that the reactions figure is the 'likes' total across reaction types, which is a reasonable reading of 'reactions count'.", "timestamp": "2026-10-21T04:15:36.553Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Three tool calls (schema, run, fetch) with no repetition or wasted steps.", "timestamp": "2026-10-21T04:15:36.521Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The first sentences and counts in the table (726, 687, 238,096, 1,736, 1,530) match the 'likes' values in the dataset preview exactly, and the grounded check passed.", "timestamp": "2026-10-21T04:15:36.489Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor used startUrls=[{url:'https://www.facebook.com/NASA'}] and resultsLimit=5, matching the schema, and get-dataset-items used a valid datasetId and a sensible field list.", "timestamp": "2026-10-21T04:15:36.452Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the Actor schema with fetch-actor-details, ran the named apify/facebook-posts-scraper with call-actor, and pulled results with get-dataset-items, which is the right sequence.", "timestamp": "2026-10-21T04:15:36.413Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:08:55.033Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-21T04:08:54.974Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 4 numbers found in Actor output", "timestamp": "2026-10-21T04:08:54.937Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-21T04:08:54.880Z", "metadata": {} }, "check.fivePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-21T04:08:54.837Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-21T04:08:54.789Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:08:54.756Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-21T04:08:54.713Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{2,}/", "timestamp": "2026-10-21T04:08:54.671Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The answer lists 5 posts with a first sentence and a reactions count each, grounded in the retrieved data, and says that the reactions figure is the 'likes' total across reaction types, which is a reasonable reading of 'reactions count'." }, { "scenarioId": "facebook-posts-scraper-discovery-nasa-page", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:08:31.891Z", "day": "2026-10-21", "traceId": "b48f9d3c4fa785dc6d1c2f2c1fd2bc7a", "observationId": "3faee366151b2dc0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b48f9d3c4fa785dc6d1c2f2c1fd2bc7a?observation=3faee366151b2dc0", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "find", "title": "facebook-posts / find / nasa-page", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used thedoor/facebook-page-scraper; expected apify/facebook-posts-scraper", "timestamp": "2026-10-21T04:15:41.370Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used thedoor/facebook-page-scraper; expected apify/facebook-posts-scraper", "timestamp": "2026-10-21T04:15:41.281Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "thedoor/facebook-page-scraper", "comment": "Actors the agent ran: thedoor/facebook-page-scraper", "timestamp": "2026-10-21T04:15:41.247Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-21T04:15:41.210Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-21T04:15:41.175Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used thedoor/facebook-page-scraper; expected apify/facebook-posts-scraper", "timestamp": "2026-10-21T04:15:41.140Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-21T04:15:41.099Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned 5 NASA posts with text and reaction counts grounded in retrieved data and ended with the required 'Actor:' line, although the Actor named is not the expected apify/facebook-posts-scraper.", "timestamp": "2026-10-21T04:15:41.024Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was direct and used four calls with no repetition: search, fetch details, run, then fetch the dataset items.", "timestamp": "2026-10-21T04:15:40.989Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer's post texts, dates, URLs and reaction counts (726, 687, 238,096, 1,736, 1,530) all match the get-dataset-items output, and the agent reordered the posts newest-first without inventing data.", "timestamp": "2026-10-21T04:15:40.948Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input {pageUrls:['https://www.facebook.com/NASA/'], postsToScrape:5} matches the schema the agent fetched, and the get-dataset-items call used sensible field projections with limit 5.", "timestamp": "2026-10-21T04:15:40.912Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent ran one search-actors call (limit 5) and picked third-party thedoor/facebook-page-scraper without trying other queries or looking for the official apify/facebook-posts-scraper, so the deterministic rightActor check failed.", "timestamp": "2026-10-21T04:15:40.873Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:08:55.364Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-21T04:08:55.328Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:08:55.297Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-posts-scraper\"", "timestamp": "2026-10-21T04:08:55.255Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used thedoor/facebook-page-scraper; expected apify/facebook-posts-scraper", "timestamp": "2026-10-21T04:08:55.210Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "thedoor/facebook-page-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used thedoor/facebook-page-scraper; expected apify/facebook-posts-scraper" }, { "scenarioId": "facebook-groups-scraper-usage-recent-activity", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:08:37.649Z", "day": "2026-10-21", "traceId": "a9971b91a371bc4f51d410b6f8f7fa14", "observationId": "4c222a442d5c95fc", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a9971b91a371bc4f51d410b6f8f7fa14?observation=4c222a442d5c95fc", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "use", "title": "facebook-groups / use / recent-activity", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 4 of 17 numbers not in Actor output: 200, 290, 18, 280", "timestamp": "2026-10-21T04:15:38.420Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 4 of 17 numbers not in Actor output: 200, 290, 18, 280", "timestamp": "2026-10-21T04:15:38.333Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-21T04:15:38.294Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:15:38.259Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 4 of 17 numbers not in Actor output: 200, 290, 18, 280", "timestamp": "2026-10-21T04:15:38.221Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-21T04:15:38.179Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent got the three posts and their comment counts, but it did not report each post's text. It summarised the text as a header plus 'about N member names' and gave approximate counts that the deterministic grounded check marked as not in the Actor output.", "timestamp": "2026-10-21T04:15:38.137Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made three calls with no repetition: schema, run, fetch items.", "timestamp": "2026-10-21T04:15:38.102Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "call-actor reported itemCount 0 right after the run. The agent followed the nextStep hint, fetched the dataset directly, and got the items.", "timestamp": "2026-10-21T04:15:38.068Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The timestamps, URLs, group title and comment counts come from the dataset, but the agent added member-name counts of about 200, 290 and 280 that appear nowhere in the output. The first post, shown in the preview, looks longer than 200 names. The grounded check failed on 200, 290, 18 and 280.", "timestamp": "2026-10-21T04:15:38.026Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input was startUrls=[group URL], resultsLimit=3, viewOption=RECENT_ACTIVITY, which matches the schema and the request. The deterministic input checks all passed.", "timestamp": "2026-10-21T04:15:37.982Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the Actor's input schema with fetch-actor-details, ran the named apify/facebook-groups-scraper with call-actor, and fetched results with get-dataset-items, which is the right sequence.", "timestamp": "2026-10-21T04:15:37.945Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:09:03.641Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-21T04:09:03.603Z", "metadata": {} }, "check.grounded": { "value": 0.765, "stringValue": null, "comment": "FAIL: 4 of 17 numbers not in Actor output: 200, 290, 18, 280", "timestamp": "2026-10-21T04:09:03.564Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-21T04:09:03.532Z", "metadata": {} }, "check.sortOrder": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): viewOption", "timestamp": "2026-10-21T04:09:03.498Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-21T04:09:03.457Z", "metadata": {} }, "check.groupUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-21T04:09:03.421Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:09:03.339Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-10-21T04:09:03.244Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 4 of 17 numbers not in Actor output: 200, 290, 18, 280" }, { "scenarioId": "facebook-groups-scraper-discovery-public-group-posts", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:08:52.676Z", "day": "2026-10-21", "traceId": "7c630f30f977d288520279aeb4b92a3f", "observationId": "250fe1dac12bdc28", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7c630f30f977d288520279aeb4b92a3f?observation=250fe1dac12bdc28", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "find", "title": "facebook-groups / find / public-group-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-21T04:15:40.574Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-21T04:15:40.480Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "memo23/facebook-public-group-posts-scraper", "comment": "Actors the agent ran: memo23/facebook-public-group-posts-scraper", "timestamp": "2026-10-21T04:15:40.442Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-21T04:15:40.410Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-21T04:15:40.377Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-21T04:15:40.342Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-21T04:15:40.304Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported three recent posts with what each was about, grounded in real dataset items, and ended with an Actor line; the actor named differs from the expected one, which the deterministic checks already penalise.", "timestamp": "2026-10-21T04:15:40.263Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one search, one detail fetch, two call attempts (one a validation failure) and one dataset fetch, with no redundant work.", "timestamp": "2026-10-21T04:15:40.221Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "After the input validation error on the first call-actor, the agent diagnosed that startUrls needs plain strings and retried successfully (run 37hUoYq1PGUf7i8tx SUCCEEDED, 3 items).", "timestamp": "2026-10-21T04:15:40.181Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The summary uses the group title 'Maths Formulas', author 'AllMath', the 'welcome new members' text, and likes/comments counts that match the dataset preview, so nothing appears invented.", "timestamp": "2026-10-21T04:15:40.138Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call-actor passed startUrls as objects and failed validation; the corrected second call used string URLs, maxItems=3 and CHRONOLOGICAL, which suit the task.", "timestamp": "2026-10-21T04:15:40.105Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used the right tool sequence (search-actors, fetch-actor-details, call-actor, get-dataset-items), but picked third-party memo23/facebook-public-group-posts-scraper from the first search result instead of the expected apify/facebook-groups-scraper, and did not compare candidates (rightActor FAIL).", "timestamp": "2026-10-21T04:15:40.069Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:09:26.210Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-21T04:09:26.179Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): memo23/facebook-public-group-posts-scraper run : CALL-FAILED", "timestamp": "2026-10-21T04:09:26.139Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-groups-scraper\"", "timestamp": "2026-10-21T04:09:26.106Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-21T04:09:26.075Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "memo23/facebook-public-group-posts-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper" }, { "scenarioId": "facebook-ads-scraper-usage-nike-last-30-days", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:08:55.076Z", "day": "2026-10-21", "traceId": "a13350176246037141abfd050eee2b02", "observationId": "d16d05d07b884373", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a13350176246037141abfd050eee2b02?observation=d16d05d07b884373", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "use", "title": "facebook-ads / use / nike-last-30-days", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 20 ads retrieved, one real ad's body text and reach data (EU total reach), and was transparent that spend and reachEstimate were null and that the date filter covers ads active in the window, not only new ones.", "timestamp": "2026-10-21T04:15:31.716Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 20 ads retrieved, one real ad's body text and reach data (EU total reach), and was transparent that spend and reachEstimate were null and that the date filter covers ads active in the window, not only new ones.", "timestamp": "2026-10-21T04:15:31.619Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-21T04:15:31.577Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:15:31.537Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the run succeeded with 20 items and the answer was grounded in the dataset.", "timestamp": "2026-10-21T04:15:31.496Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-21T04:15:31.458Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 20 ads retrieved, one real ad's body text and reach data (EU total reach), and was transparent that spend and reachEstimate were null and that the date filter covers ads active in the window, not only new ones.", "timestamp": "2026-10-21T04:15:31.423Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "There were 6 calls with one oversized fetch and one verification call. The verification was useful and the overall path was direct.", "timestamp": "2026-10-21T04:15:31.381Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call exceeded the token limit, and the agent retried with a fields projection. It then resolved the 3 vs 19 vs 20 count discrepancy by checking the dataset metadata.", "timestamp": "2026-10-21T04:15:31.344Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer used real values from the dataset (ad ID 1870984290951787, body text, eu_total_reach 9613340), and the grounded check passed. It also honestly noted that spend and reachEstimate were null.", "timestamp": "2026-10-21T04:15:31.309Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The input had startUrls set to the Nike page, resultsLimit 20, isDetailsPerAd true and onlyAdsNewerThan 2026-09-21 (30 days before the run date of 2026-10-21); all checks passed. The fields projection in the second get-dataset-items call was also sensible.", "timestamp": "2026-10-21T04:15:31.256Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent fetched the Actor details, ran apify/facebook-ads-scraper, polled the run, and read the dataset, which is the right set of tools for the task.", "timestamp": "2026-10-21T04:15:31.218Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:10:15.305Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-21T04:10:15.268Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 11 numbers found in Actor output", "timestamp": "2026-10-21T04:10:15.232Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-21T04:10:15.182Z", "metadata": {} }, "check.detailsFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): isDetailsPerAd", "timestamp": "2026-10-21T04:10:15.149Z", "metadata": {} }, "check.twentyAds": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-21T04:10:15.110Z", "metadata": {} }, "check.dateRange": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): onlyAdsNewerThan", "timestamp": "2026-10-21T04:10:15.078Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-21T04:10:15.032Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:10:15.002Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-ads-scraper", "timestamp": "2026-10-21T04:10:14.909Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-21T04:10:14.816Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 20 ads retrieved, one real ad's body text and reach data (EU total reach), and was transparent that spend and reachEstimate were null and that the date filter covers ads active in the window, not only new ones." }, { "scenarioId": "facebook-ads-scraper-discovery-nike-ad-library", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:08:55.400Z", "day": "2026-10-21", "traceId": "48d0a66566eb2e5be6e26d91ce28269c", "observationId": "79abaf2903aaca09", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/48d0a66566eb2e5be6e26d91ce28269c?observation=79abaf2903aaca09", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "find", "title": "facebook-ads / find / nike-ad-library", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used curious_coder/facebook-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-21T04:15:30.591Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used curious_coder/facebook-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-21T04:15:30.512Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "curious_coder/facebook-ads-library-scraper", "comment": "Actors the agent ran: curious_coder/facebook-ads-library-scraper", "timestamp": "2026-10-21T04:15:30.473Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-21T04:15:30.434Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:15:30.397Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used curious_coder/facebook-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-21T04:15:30.354Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-21T04:15:30.319Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 10 active ads and a real example body text from the data, but its Actor line names curious_coder/facebook-ads-library-scraper rather than the expected apify/facebook-ads-scraper, which the deterministic checks mark as FAIL.", "timestamp": "2026-10-21T04:15:30.282Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four calls (search, fetch details, run, get items) with no repetition; the dataset fetch was necessary because of the 0-count lag.", "timestamp": "2026-10-21T04:15:30.247Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run reported itemCount 0, but the agent read the nextStep hint and fetched the dataset directly, which returned 10 items; this was a reasonable recovery from a lagging count.", "timestamp": "2026-10-21T04:15:30.203Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The reported body text 'Bring sports more fully into your day with the Nike App.' and the 10 active ads, Spanish-language ads, and Install now CTA all match the get-dataset-items output.", "timestamp": "2026-10-21T04:15:30.170Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The input used urls=[{url:'https://www.facebook.com/nike'}], limitPerSource=10, count=10, and activeStatus='active', all matching the fetched schema and the task's limit of 10.", "timestamp": "2026-10-21T04:15:30.130Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched the store and picked curious_coder/facebook-ads-library-scraper, a third-party Actor, instead of the intended apify/facebook-ads-scraper, which did not appear in the top 5 results; the Actor was functional and suited the task, though the deterministic rightActor check fails.", "timestamp": "2026-10-21T04:15:30.089Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:09:27.549Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-21T04:09:27.514Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:09:27.479Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-ads-scraper\"", "timestamp": "2026-10-21T04:09:27.438Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used curious_coder/facebook-ads-library-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-21T04:09:27.395Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "curious_coder/facebook-ads-library-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used curious_coder/facebook-ads-library-scraper; expected apify/facebook-ads-scraper" }, { "scenarioId": "tripadvisor-usage-rome-restaurants", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:08:56.713Z", "day": "2026-10-21", "traceId": "b79e8d35ca1f3df6a7335fb51b5198ec", "observationId": "aba4499086926123", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b79e8d35ca1f3df6a7335fb51b5198ec?observation=aba4499086926123", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "use", "title": "tripadvisor / use / rome-restaurants", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-21T04:15:26.705Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "resultUtilization", "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:15:26.602Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "resultUtilization", "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The Actor was healthy (0 failed requests, pages being crawled), but the agent kept polling get-actor-run until the timeout and never gave a final report; it did not budget time or finish with partial results.", "timestamp": "2026-10-21T04:15:26.561Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "resultUtilization", "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-21T04:15:26.527Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "resultUtilization", "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is only 'The run is still going... I'll wait', with no restaurant count, no top restaurant and no rating; the run had 0 items and the session timed out.", "timestamp": "2026-10-21T04:15:26.497Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "resultUtilization", "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent polled get-actor-run six times with 45s waits and no alternative, such as checking the dataset or reducing scope, until the session timed out; polling was reasonable but no progress check was made on partial output.", "timestamp": "2026-10-21T04:15:26.452Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "resultUtilization", "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The input used query 'Rome, Italy', maxItemsPerQuery 10, includeRestaurants true, and hotels and attractions false; the harness confirmed restaurant mode was enabled.", "timestamp": "2026-10-21T04:15:26.413Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "resultUtilization", "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor and get-actor-run on maxcopell/tripadvisor, which is the named Actor and the right toolset.", "timestamp": "2026-10-21T04:15:26.369Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "resultUtilization", "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-21T04:13:57.601Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape, ranOk, items", "timestamp": "2026-10-21T04:13:57.555Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-21T04:13:57.519Z", "metadata": {} }, "check.ratingField": { "value": 1, "stringValue": null, "comment": "PASS (warn): 0 items ok", "timestamp": "2026-10-21T04:13:57.473Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 0 items, expected at least 1", "timestamp": "2026-10-21T04:13:57.432Z", "metadata": {} }, "check.restaurantsMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeRestaurants", "timestamp": "2026-10-21T04:13:57.391Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: maxcopell/tripadvisor run CNhj2AkDybmQbB7bP: RUNNING", "timestamp": "2026-10-21T04:13:57.358Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-21T04:13:57.278Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\b[3-5]\\.\\d\\b/", "timestamp": "2026-10-21T04:13:57.198Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "items", "ranOk", "shape" ], "judgeComment": null }, { "scenarioId": "tripadvisor-discovery-barcelona-attractions", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:09:03.669Z", "day": "2026-10-21", "traceId": "f58a71504823fb05b5f3f210577dab55", "observationId": "62b90db83f6d1f41", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f58a71504823fb05b5f3f210577dab55?observation=62b90db83f6d1f41", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "find", "title": "tripadvisor / find / barcelona-attractions", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used vulnv/tripadvisor-attractions-scraper, romy/tripadvisor-attractions-scraper, axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-21T04:15:28.168Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used vulnv/tripadvisor-attractions-scraper, romy/tripadvisor-attractions-scraper, axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-21T04:15:28.044Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "vulnv/tripadvisor-attractions-scraper", "comment": "Actors the agent ran: vulnv/tripadvisor-attractions-scraper, romy/tripadvisor-attractions-scraper, axlymxp/tripadvisor-attractions-scraper", "timestamp": "2026-10-21T04:15:28.003Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-21T04:15:27.965Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:15:27.834Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used vulnv/tripadvisor-attractions-scraper, romy/tripadvisor-attractions-scraper, axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-21T04:15:27.772Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "11 tool calls valid", "timestamp": "2026-10-21T04:15:27.726Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The comparison table and analysis were cut off by the token limit. The final answer is only 'Actor: axlymxp/tripadvisor-attractions-scraper', with no comparison of attractions, so the task was not delivered, and the Actor named is not the expected one (namedActor FAIL).", "timestamp": "2026-10-21T04:15:27.683Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent tried three Actors in sequence when it could have found the right one earlier. All 11 calls were reasonable fallbacks, but it never considered maxcopell/tripadvisor, and the output-limit cut then reduced the final message to just the Actor line.", "timestamp": "2026-10-21T04:15:27.649Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The vulnv run returned 0 items, so the agent checked the dataset directly and then moved to romy. Romy returned only 3 items, so it moved to axlymxp, which returned 10. It recovered well and disclosed the earlier failures in the report.", "timestamp": "2026-10-21T04:15:27.614Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table uses the exact ratings and review counts from the axlymxp dataset (e.g. Sagrada Familia 4.7 / 168,042; Park Güell 4.2 / 78,874). The ranks are computed correctly from that data and nothing is invented.", "timestamp": "2026-10-21T04:15:27.570Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Inputs matched each Actor's schema: start_urls with max_attractions=10 for vulnv, geoId 187497 with maxItems=10 for romy, and queries [\"Barcelona\"] with maxItemsPerQuery=10 for axlymxp. The third call produced exactly 10 items.", "timestamp": "2026-10-21T04:15:27.529Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor, get-actor-run and get-dataset-items sensibly, but it picked vulnv first because it had the most users and ended on axlymxp/tripadvisor-attractions-scraper, not the expected maxcopell/tripadvisor (rightActor FAIL).", "timestamp": "2026-10-21T04:15:27.485Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:10:58.723Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-21T04:10:58.690Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 3 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:10:58.612Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /maxcopell/tripadvisor(?!-)/", "timestamp": "2026-10-21T04:10:58.572Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used vulnv/tripadvisor-attractions-scraper, romy/tripadvisor-attractions-scraper, axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-21T04:10:58.493Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "vulnv/tripadvisor-attractions-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used vulnv/tripadvisor-attractions-scraper, romy/tripadvisor-attractions-scraper, axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor" }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:09:23.881Z", "day": "2026-10-21", "traceId": "84cb199226134fb49be02872691799a9", "observationId": "351c814178cea4c4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/84cb199226134fb49be02872691799a9?observation=351c814178cea4c4", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-21T04:15:26.436Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:15:26.327Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The run sat in RUNNING with statusMessage 'Nothing extracted yet' and itemCount 0 across polls from 44s to 230s of run time, with no progress signal that the agent could act on, and it hit the session timeout without producing data.", "timestamp": "2026-10-21T04:15:26.250Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-21T04:15:26.205Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is only 'The run is still going, so I'll wait for it to finish.' It gives no AI Mode answer text and no citation count, and the run ended RUNNING with 0 items.", "timestamp": "2026-10-21T04:15:26.171Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "After a direct start (schema, run), the agent made six near-identical get-actor-run polls over about 5 minutes with no change in status and no alternative strategy, such as checking the log or the dataset.", "timestamp": "2026-10-21T04:15:26.133Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input had queries='best crm for small business', countryCode='gb', maxPagesPerQuery=1 and aiModeSearch.enableAiMode=true, which matches the deterministic checks that all passed.", "timestamp": "2026-10-21T04:15:26.082Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details to read the schema, call-actor on apify/google-search-scraper, and get-actor-run to poll, which is the right toolset for the task.", "timestamp": "2026-10-21T04:15:26.044Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization", "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-21T04:14:24.522Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-21T04:14:24.472Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 0 items ok", "timestamp": "2026-10-21T04:14:24.435Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-21T04:14:24.394Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): countryCode", "timestamp": "2026-10-21T04:14:24.354Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-21T04:14:24.317Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-10-21T04:14:24.226Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper run IvbssE0ihAnjPPUrR: RUNNING", "timestamp": "2026-10-21T04:14:24.183Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-21T04:14:24.088Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:09:26.239Z", "day": "2026-10-21", "traceId": "53c1245f87ea7b1952b9150dfee45c57", "observationId": "248fb30a58852a85", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/53c1245f87ea7b1952b9150dfee45c57?observation=248fb30a58852a85", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer gives an organic result count of 9 and the top three domains by position, taken from the retrieved dataset. It also notes the initial 0-item discrepancy.", "timestamp": "2026-10-21T04:15:24.561Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer gives an organic result count of 9 and the top three domains by position, taken from the retrieved dataset. It also notes the initial 0-item discrepancy.", "timestamp": "2026-10-21T04:15:24.516Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-21T04:15:24.474Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:15:24.429Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "Every dimension passed. The only wrinkle was the stale itemCount of 0 in get-actor-run, and the agent handled it correctly by calling get-dataset-items.", "timestamp": "2026-10-21T04:15:24.377Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-21T04:15:24.329Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer gives an organic result count of 9 and the top three domains by position, taken from the retrieved dataset. It also notes the initial 0-item discrepancy.", "timestamp": "2026-10-21T04:15:24.287Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made four calls with no repetition: schema, run, poll, fetch items.", "timestamp": "2026-10-21T04:15:24.238Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "get-actor-run showed itemCount 0 even though the run SUCCEEDED, and the agent fetched the dataset items anyway, as the tool's nextStep suggested. That found the real data. The call-actor timeout was also handled by polling.", "timestamp": "2026-10-21T04:15:24.189Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The top three domains (meinauto.de, einfacheauto.de, youtube.com) match the organicResults URLs at positions 1-3 in the dataset preview. The count of 9 and the remaining domains are not visible in the truncated preview but are not contradicted by it.", "timestamp": "2026-10-21T04:15:24.143Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input had queries \"elektroauto leasing\", maxPagesPerQuery 1, countryCode \"de\" and languageCode \"de\". The harness confirmed the query, country, language and pages checks, and the run URL shows gl=de and hl=de. The extra searchLanguage field is harmless.", "timestamp": "2026-10-21T04:15:24.106Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the Actor schema with fetch-actor-details, then used call-actor, get-actor-run and get-dataset-items, which is the right sequence for running apify/google-search-scraper and reading its output.", "timestamp": "2026-10-21T04:15:24.040Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:10:38.994Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-21T04:10:38.936Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-21T04:10:38.897Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-21T04:10:38.860Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-21T04:10:38.820Z", "metadata": {} }, "check.lang": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): languageCode", "timestamp": "2026-10-21T04:10:38.781Z", "metadata": {} }, "check.country": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): countryCode", "timestamp": "2026-10-21T04:10:38.740Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-21T04:10:38.698Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:10:38.599Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-21T04:10:38.498Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer gives an organic result count of 9 and the top three domains by position, taken from the retrieved dataset. It also notes the initial 0-item discrepancy." }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:09:27.584Z", "day": "2026-10-21", "traceId": "aaf73673b5dfbb15fe9413c310ec28b7", "observationId": "06943cbd95fc377a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/aaf73673b5dfbb15fe9413c310ec28b7?observation=06943cbd95fc377a", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned the first-page organic results with titles, links and snippets from retrieved data and ended with the exact 'Actor: apify/google-search-scraper' line.", "timestamp": "2026-10-21T04:15:20.581Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned the first-page organic results with titles, links and snippets from retrieved data and ended with the exact 'Actor: apify/google-search-scraper' line.", "timestamp": "2026-10-21T04:15:20.545Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-10-21T04:15:20.497Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-21T04:15:20.458Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:15:20.416Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the only wrinkle was call-actor reporting itemCount 0 for the dataset, which the agent resolved with one get-dataset-items call.", "timestamp": "2026-10-21T04:15:20.363Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-21T04:15:20.320Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned the first-page organic results with titles, links and snippets from retrieved data and ended with the exact 'Actor: apify/google-search-scraper' line.", "timestamp": "2026-10-21T04:15:20.277Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four tool calls, each with a purpose (discover, inspect schema, run, fetch results) and no repetition.", "timestamp": "2026-10-21T04:15:20.236Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run result showed itemCount 0, but the agent followed the nextStep hint and fetched the dataset items directly, which returned the data; this was handled without any failure.", "timestamp": "2026-10-21T04:15:20.197Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final list of 6 organic results with titles, URLs and snippets matches the get-dataset-items output exactly, and the empty snippet for result 2 was honestly reported as 'none shown'.", "timestamp": "2026-10-21T04:15:20.159Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor input was queries=\"apify web scraping\" and maxPagesPerQuery=1, which matches the schema and the first-page-only requirement; saveHtml flags were harmless extras.", "timestamp": "2026-10-21T04:15:20.104Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, then fetch-actor-details and call-actor on apify/google-search-scraper, the correct official SERP Actor, and get-dataset-items to read the output.", "timestamp": "2026-10-21T04:15:20.063Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:10:03.112Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-21T04:10:03.075Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:10:03.038Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-21T04:10:02.959Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-21T04:10:02.841Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned the first-page organic results with titles, links and snippets from retrieved data and ended with the exact 'Actor: apify/google-search-scraper' line." }, { "scenarioId": "google-maps-contact-details-usage-toronto-roofers", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:10:03.143Z", "day": "2026-10-21", "traceId": "2f8ad18cf3b9e0320af47fada68c7cbf", "observationId": "2c929b71c52ffa5e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/2f8ad18cf3b9e0320af47fada68c7cbf?observation=2c929b71c52ffa5e", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "use", "title": "google-maps-contact-details / use / toronto-roofers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 4 of 10 items missing emails", "timestamp": "2026-10-21T04:15:20.918Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 4 of 10 items missing emails", "timestamp": "2026-10-21T04:15:20.837Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-21T04:15:20.769Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:15:20.586Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 4 of 10 items missing emails", "timestamp": "2026-10-21T04:15:20.537Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-21T04:15:20.498Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer delivered to the user is only the truncated tail ('...abrawebdesigner@gmail.com appears to belong to a web designer...'), with no table or number stating how many had an email (the count regex check FAILED); the socials input was also missing.", "timestamp": "2026-10-21T04:15:20.467Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one fetch-details call, one run, three polls and one dataset fetch, which is direct and not wasteful.", "timestamp": "2026-10-21T04:15:20.427Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The table rows match the dataset items (e.g., NorthCan info@northcanroofing.com, Toro Roofing emails), but the stated counts are wrong: it says six had an email when the data shows six (Impressed, NorthCan, Prime, Toro, CA, Best Flat Roof) yet the facts say 4 of 10 lack emails, and it says six had socials when seven did (IBOT, NorthCan, Prime, Toro, RoofLife, Best Flat Roof).", "timestamp": "2026-10-21T04:15:20.360Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "Search term, Toronto location and maxCrawledPlacesPerSearch=10 were sensible, but scrapeSocialMediaProfiles was omitted (deterministic socials check FAIL) even though the task asked for social profiles; the agent wrongly assumed socials come from the base scrape.", "timestamp": "2026-10-21T04:15:20.317Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor on the named Actor, get-actor-run to poll, and get-dataset-items to fetch results, which is the right toolset.", "timestamp": "2026-10-21T04:15:20.240Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:13:06.455Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-21T04:13:06.415Z", "metadata": {} }, "check.count": { "value": 0, "stringValue": null, "comment": "FAIL (warn): answer does not match /[0-9]/", "timestamp": "2026-10-21T04:13:06.378Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 4 of 10 items missing emails", "timestamp": "2026-10-21T04:13:06.340Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-21T04:13:06.302Z", "metadata": {} }, "check.socials": { "value": 0, "stringValue": null, "comment": "FAIL (warn): lukaskrivka/google-maps-with-contact-details: scrapeSocialMediaProfiles is missing (expected to be set)", "timestamp": "2026-10-21T04:13:06.262Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-21T04:13:06.223Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:13:06.130Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-21T04:13:06.039Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "count", "fields", "socials" ], "judgeComment": "FAIL: check fields: 4 of 10 items missing emails" }, { "scenarioId": "google-maps-contact-details-discovery-toronto-roofers-emails", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:10:15.336Z", "day": "2026-10-21", "traceId": "0c3f519e04ab843eb126737347c1d7e4", "observationId": "d4c540bd17c7673d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0c3f519e04ab843eb126737347c1d7e4?observation=d4c540bd17c7673d", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "find", "title": "google-maps-contact-details / find / toronto-roofers-emails", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The answer gives an accurate count (9 of 10), lists the emails, caveats the placeholder address and the Scarborough locations, and ends with the required 'Actor: lukaskrivka/google-maps-with-contact-details' line.", "timestamp": "2026-10-21T04:15:16.163Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The answer gives an accurate count (9 of 10), lists the emails, caveats the placeholder address and the Scarborough locations, and ends with the required 'Actor: lukaskrivka/google-maps-with-contact-details' line.", "timestamp": "2026-10-21T04:15:16.125Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-21T04:15:16.086Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-21T04:15:16.049Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:15:16.016Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "Every dimension passed. The agent found the right actor, ran it with correct input, and reported the accurate 9/10 email count from the dataset.", "timestamp": "2026-10-21T04:15:15.974Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-21T04:15:15.936Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer gives an accurate count (9 of 10), lists the emails, caveats the placeholder address and the Scarborough locations, and ends with the required 'Actor: lukaskrivka/google-maps-with-contact-details' line.", "timestamp": "2026-10-21T04:15:15.897Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one search, one detail fetch, one run, two polls and one dataset fetch, with no redundant calls.", "timestamp": "2026-10-21T04:15:15.858Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer's per-company emails match the dataset rows exactly. 9 of 10 had emails, with Affordable Green Roofing's emails array empty. It also flagged the placeholder info@mysite.com and noted that all results are in Scarborough.", "timestamp": "2026-10-21T04:15:15.815Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor used searchStringsArray ['roofing company'], locationQuery 'Toronto, Canada', maxCrawledPlacesPerSearch 10, language en, countryCode ca, all valid schema fields. get-dataset-items projected the useful fields and the run returned 10 items.", "timestamp": "2026-10-21T04:15:15.775Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched the store with 'Google Maps emails', found lukaskrivka/google-maps-with-contact-details, read its input schema, ran it, and fetched the dataset rows, which is the right actor and tool chain.", "timestamp": "2026-10-21T04:15:15.737Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:12:26.183Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-21T04:12:26.145Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:12:26.106Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"lukaskrivka/google-maps-with-contact-details\"", "timestamp": "2026-10-21T04:12:26.065Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-21T04:12:26.022Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The answer gives an accurate count (9 of 10), lists the emails, caveats the placeholder address and the Scarborough locations, and ends with the required 'Actor: lukaskrivka/google-maps-with-contact-details' line." }, { "scenarioId": "google-maps-reviews-usage-ritz-trend", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:10:39.049Z", "day": "2026-10-21", "traceId": "bb091d2d447f5ef82b04c5a873058a38", "observationId": "aea619c58321a185", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/bb091d2d447f5ef82b04c5a873058a38?observation=aea619c58321a185", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "use", "title": "google-maps-reviews / use / ritz-trend", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent pulled 30 newest-first reviews, with averages of 4.47 and 4.33 and a trend of up, but the token-limit cutoff left the final message without the explicit averages. The final text only implies the direction ('\"up\" is a weak signal'), so the deliverable is somewhat fragmented, though the numbers appeared earlier in the same turn and are correct.", "timestamp": "2026-10-21T04:15:20.370Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent pulled 30 newest-first reviews, with averages of 4.47 and 4.33 and a trend of up, but the token-limit cutoff left the final message without the explicit averages. The final text only implies the direction ('\"up\" is a weak signal'), so the deliverable is somewhat fragmented, though the numbers appeared earlier in the same turn and are correct.", "timestamp": "2026-10-21T04:15:20.339Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-21T04:15:20.311Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:15:20.276Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The Actor and its output worked, but the agent's answer was cut off by the output token limit after '4.33 for the previous 15', and the resumed final message dropped the explicit averages and the clear up/down statement.", "timestamp": "2026-10-21T04:15:20.236Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-21T04:15:20.150Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent pulled 30 newest-first reviews, with averages of 4.47 and 4.33 and a trend of up, but the token-limit cutoff left the final message without the explicit averages. The final text only implies the direction ('\"up\" is a weak signal'), so the deliverable is somewhat fragmented, though the numbers appeared earlier in the same turn and are correct.", "timestamp": "2026-10-21T04:15:20.110Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Three tool calls (details, run, fetch) with no repeated or wasted steps.", "timestamp": "2026-10-21T04:15:20.055Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run metadata said 20 items but the agent fetched with limit 30, found 30 rows all for the correct place, and said so. It also resumed after the output token limit was hit.", "timestamp": "2026-10-21T04:15:20.017Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent computed 4.47 for the newest 15 from the visible star values (67/15), which matches the data; the 4.33 for the previous 15 is consistent with the 30 items it saw. It also cited the date ranges and place ID from the rows.", "timestamp": "2026-10-21T04:15:19.977Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The input used maxReviews=30, reviewsSort=newest, reviewsOrigin=google and personalData=false, and the Maps search URL resolved to The Ritz-Carlton, Chicago; the get-dataset-items call used a sensible field projection and limit 30.", "timestamp": "2026-10-21T04:15:19.930Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the input schema with fetch-actor-details, ran the named compass/google-maps-reviews-scraper once, then fetched the dataset items, which is the right sequence.", "timestamp": "2026-10-21T04:15:19.890Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:11:14.262Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-21T04:11:14.224Z", "metadata": {} }, "check.stars": { "value": 1, "stringValue": null, "comment": "PASS (warn): 30 items ok", "timestamp": "2026-10-21T04:11:14.190Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 30 items ok", "timestamp": "2026-10-21T04:11:14.154Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxReviews", "timestamp": "2026-10-21T04:11:14.115Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:11:14.038Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-reviews-scraper", "timestamp": "2026-10-21T04:11:14.005Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[1-5](\\.\\d+)?\\b/", "timestamp": "2026-10-21T04:11:13.920Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent pulled 30 newest-first reviews, with averages of 4.47 and 4.33 and a trend of up, but the token-limit cutoff left the final message without the explicit averages. The final text only implies the direction ('\"up\" is a weak signal'), so the deliverable is somewhat fragmented, though the numbers appeared earlier in the same turn and are correct." }, { "scenarioId": "google-maps-reviews-discovery-ritz", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:10:58.771Z", "day": "2026-10-21", "traceId": "8a4386ed25f8ac85e033f69f9a5004bf", "observationId": "11f750c2ed2f219e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8a4386ed25f8ac85e033f69f9a5004bf?observation=11f750c2ed2f219e", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "find", "title": "google-maps-reviews / find / ritz", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer gives a grounded summary of praises and complaints from the 30 most recent Google reviews, notes that 9 of them are star-only, and ends with the exact line 'Actor: compass/Google-Maps-Reviews-Scraper'.", "timestamp": "2026-10-21T04:15:15.018Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer gives a grounded summary of praises and complaints from the 30 most recent Google reviews, notes that 9 of them are star-only, and ends with the exact line 'Actor: compass/Google-Maps-Reviews-Scraper'.", "timestamp": "2026-10-21T04:15:14.963Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-21T04:15:14.912Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-21T04:15:14.866Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:15:14.827Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the right actor was used, the run succeeded with 30 items, and the answer was grounded in the review text and ended with the required Actor line.", "timestamp": "2026-10-21T04:15:14.779Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-21T04:15:14.742Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer gives a grounded summary of praises and complaints from the 30 most recent Google reviews, notes that 9 of them are star-only, and ends with the exact line 'Actor: compass/Google-Maps-Reviews-Scraper'.", "timestamp": "2026-10-21T04:15:14.696Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four tool calls (search, fetch details, run, fetch dataset) with no redundant or repeated calls.", "timestamp": "2026-10-21T04:15:14.652Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The call-actor preview showed 20 items, and the agent checked the dataset and found 30 rows. It also resumed cleanly after the repeated output-token-limit interruptions and still delivered a complete answer.", "timestamp": "2026-10-21T04:15:14.614Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The summary reflects the fetched reviews: the lake-view and mattress praise, Agnes and Dale, the umbrella and race complaint, the crowded dining area, and the star-only rows with null text. It also noted the 20-vs-30 count discrepancy and used all 30 rows, and the facts confirm 30 items.", "timestamp": "2026-10-21T04:15:14.577Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call used startUrls with a Maps search URL for The Ritz-Carlton Chicago, maxReviews 30, reviewsSort newest, reviewsOrigin google and personalData false; all match the schema and the task, and the dataset confirmed the right place (160 E Pearson St).", "timestamp": "2026-10-21T04:15:14.539Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched the store, picked the official compass/Google-Maps-Reviews-Scraper over the general places scraper and third-party alternatives, and read its input schema before running it.", "timestamp": "2026-10-21T04:15:14.502Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:12:05.176Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-21T04:12:05.133Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:12:05.092Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"compass/google-maps-reviews-scraper\"", "timestamp": "2026-10-21T04:12:04.993Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-21T04:12:04.909Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer gives a grounded summary of praises and complaints from the 30 most recent Google reviews, notes that 9 of them are star-only, and ends with the exact line 'Actor: compass/Google-Maps-Reviews-Scraper'." }, { "scenarioId": "google-maps-extractor-usage-toronto-plumbers", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:11:14.296Z", "day": "2026-10-21", "traceId": "9895450628c5bc282ddd913ba043554a", "observationId": "bfbceb25a4453aba", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9895450628c5bc282ddd913ba043554a?observation=bfbceb25a4453aba", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "use", "title": "google-maps-extractor / use / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 2 of 15 items missing address", "timestamp": "2026-10-21T04:15:13.565Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 2 of 15 items missing address", "timestamp": "2026-10-21T04:15:13.482Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-21T04:15:13.445Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-21T04:15:13.404Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 2 of 15 items missing address", "timestamp": "2026-10-21T04:15:13.357Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-21T04:15:13.314Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned 15 plumbers with name, address, phone and rating, stated the count, and named the five-way tie at 5.0, picking Plumber To Your Door as the one with the most reviews. It flagged that two listings had no address and that all results were in Scarborough, which is honest and consistent with the data.", "timestamp": "2026-10-21T04:15:13.276Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was three direct calls (schema, run, fetch) with no retries. The fetch used a fields projection to limit the data returned.", "timestamp": "2026-10-21T04:15:13.239Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table matches the get-dataset-items output row for row, and the harness grounded check passed for all 18 numbers. Null addresses were reported as 'Not provided' rather than invented.", "timestamp": "2026-10-21T04:15:13.205Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input was searchStringsArray [\"plumber\"], locationQuery \"Toronto, Canada\", and maxCrawledPlacesPerSearch 15. These match the schema and the task, and the harness cap check passed.", "timestamp": "2026-10-21T04:15:13.161Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used compass/google-maps-extractor as the prompt required, with fetch-actor-details to read the schema, call-actor to run it, and get-dataset-items to read the results.", "timestamp": "2026-10-21T04:15:13.123Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:11:38.698Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-21T04:11:38.657Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 18 numbers found in Actor output", "timestamp": "2026-10-21T04:11:38.628Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /[1-5][.][0-9]/", "timestamp": "2026-10-21T04:11:38.596Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 15 items missing address", "timestamp": "2026-10-21T04:11:38.561Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 15 items ok", "timestamp": "2026-10-21T04:11:38.521Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-21T04:11:38.426Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:11:38.384Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-extractor", "timestamp": "2026-10-21T04:11:38.306Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 2 of 15 items missing address" }, { "scenarioId": "google-maps-extractor-discovery-toronto-plumbers", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:11:38.740Z", "day": "2026-10-21", "traceId": "204ba687b87a987fe7b5c4ffa2bac3fa", "observationId": "c416fcd1a7bb9490", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/204ba687b87a987fe7b5c4ffa2bac3fa?observation=c416fcd1a7bb9490", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "find", "title": "google-maps-extractor / find / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used scrapesage/google-maps-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-21T04:15:10.710Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used scrapesage/google-maps-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-21T04:15:10.620Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "scrapesage/google-maps-scraper", "comment": "Actors the agent ran: scrapesage/google-maps-scraper", "timestamp": "2026-10-21T04:15:10.576Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-21T04:15:10.534Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:15:10.503Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used scrapesage/google-maps-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-21T04:15:10.460Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-21T04:15:10.420Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered 15 Toronto plumbers with all five requested fields and the Actor line, but the Actor was not an accepted one (namedActor FAIL), and it also claimed to have trimmed tracking parameters in rows 12 and 13 (the table does show trimmed URLs, so that claim is accurate). Note that several listings are in Scarborough, Etobicoke and North York, which is acceptable for Greater Toronto. The expected Actor was not used, so the run does not match the intended outcome.", "timestamp": "2026-10-21T04:15:10.382Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used four direct calls (search, fetch details, run, get items) with no repetition.", "timestamp": "2026-10-21T04:15:10.348Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table matches the get-dataset-items output row by row for name, address, phone, website and rating, with no invented data.", "timestamp": "2026-10-21T04:15:10.310Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input was sensible and matched the schema: searchQueries ['plumbers'], locationQuery 'Toronto, ON, Canada', maxResults 15, maxPlacesPerSearch 15, with enrichment and details off.", "timestamp": "2026-10-21T04:15:10.269Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent ran scrapesage/google-maps-scraper, a third-party Maps scraper, rather than compass/google-maps-extractor or compass/crawler-google-places, so rightActor failed; the search for 'Google Maps places' surfaced it first and the agent took the top result without comparing alternatives.", "timestamp": "2026-10-21T04:15:10.210Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:12:22.420Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-21T04:12:22.377Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:12:22.292Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /compass/(google-maps-extractor|crawler-google-places)/", "timestamp": "2026-10-21T04:12:22.256Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used scrapesage/google-maps-scraper; expected compass/google-maps-extractor", "timestamp": "2026-10-21T04:12:22.174Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "scrapesage/google-maps-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used scrapesage/google-maps-scraper; expected compass/google-maps-extractor" }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:12:05.209Z", "day": "2026-10-21", "traceId": "f5dfbac7962a8d20caf1d95239eee4ca", "observationId": "6584c5d7f3d8c52a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f5dfbac7962a8d20caf1d95239eee4ca?observation=6584c5d7f3d8c52a", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check items: 30 items, expected at most 10", "timestamp": "2026-10-21T04:15:06.462Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check items: 30 items, expected at most 10", "timestamp": "2026-10-21T04:15:06.373Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-21T04:15:06.330Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-21T04:15:06.273Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check items: 30 items, expected at most 10", "timestamp": "2026-10-21T04:15:06.207Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-21T04:15:06.135Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 grounded shops with name, address, phone, rating and named Větrníkovo (5.0) as highest, though it did so by over-fetching 30 items rather than capping at 10; the answer itself is complete and accurate.", "timestamp": "2026-10-21T04:15:06.100Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "Three calls with no repetition, but scraping 30 items to rank down to 10 was more than the task needed and cost extra compute, producing 30 items versus the expected at most 10.", "timestamp": "2026-10-21T04:15:06.055Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "All names, addresses, phones, and ratings in the final table match the get-dataset-items output, and 'Not listed' was correctly used for empty phones; the grounded check passed.", "timestamp": "2026-10-21T04:15:06.015Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "Search term 'coffee shop', location 'Prague, Czech Republic' were sensible, but maxCrawledPlacesPerSearch=30 exceeds the requested 10-place cap, which the deterministic cap check flagged as FAIL.", "timestamp": "2026-10-21T04:15:05.971Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor on the named compass/crawler-google-places, then get-dataset-items, which is the right sequence for the task.", "timestamp": "2026-10-21T04:15:05.873Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:12:43.590Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: items", "timestamp": "2026-10-21T04:12:43.556Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 5 numbers found in Actor output", "timestamp": "2026-10-21T04:12:43.509Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 30 items ok", "timestamp": "2026-10-21T04:12:43.474Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 30 items, expected at most 10", "timestamp": "2026-10-21T04:12:43.440Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): compass/crawler-google-places: maxCrawledPlacesPerSearch = 30 (expected at most 10)", "timestamp": "2026-10-21T04:12:43.401Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:12:43.359Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-21T04:12:43.285Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-21T04:12:43.161Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "cap" ], "judgeComment": "FAIL: check items: 30 items, expected at most 10" }, { "scenarioId": "crawler-google-places-discovery-miami-gyms", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:12:22.460Z", "day": "2026-10-21", "traceId": "054229e5eca94e8e157aa9f9bd4cf689", "observationId": "5909da74aeea1623", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/054229e5eca94e8e157aa9f9bd4cf689?observation=5909da74aeea1623", "subject": "compass/crawler-google-places", "owner": "google", "skill": "find", "title": "crawler-google-places / find / miami-gyms", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used scrapesage/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-21T04:15:05.436Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used scrapesage/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-21T04:15:05.322Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "scrapesage/google-maps-scraper", "comment": "Actors the agent ran: scrapesage/google-maps-scraper", "timestamp": "2026-10-21T04:15:05.261Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-21T04:15:05.228Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:15:05.191Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used scrapesage/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-21T04:15:05.150Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-21T04:15:05.113Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is just 'API Error: Claude's response exceeded the 32000 output token maximum', with no gym comparison and no 'Actor:' line.", "timestamp": "2026-10-21T04:15:05.075Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The path was direct (search, details, call, retry, poll, fetch), but fetching all 103 items with the full field set instead of the top 20 led to the output token overflow.", "timestamp": "2026-10-21T04:15:05.033Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "After the validation error the agent diagnosed the empty minRating enum issue and retried successfully; it did not recover from the later output-token overflow, though that was caused by its own request for 103 items.", "timestamp": "2026-10-21T04:15:04.916Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent fetched all 103 items with the right fields (totalScore, reviewsCount, hoursToday), but never produced an answer from them; the final output is an API error with no gym data.", "timestamp": "2026-10-21T04:15:04.868Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call included an invalid empty minRating and extra fields (sortBy, language, countryCode) and failed validation (CALL-FAILED); the retry also used maxResults 120 instead of capping at 20, though scrapePlaceDetails was correctly enabled.", "timestamp": "2026-10-21T04:15:04.834Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched the store and picked scrapesage/google-maps-scraper, a plausible Google Maps scraper with ratings, review counts and hours, but not the expected compass/crawler-google-places (rightActor FAIL).", "timestamp": "2026-10-21T04:15:04.791Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "crawler-google-places-discovery-miami-gyms", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:14:04.918Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-21T04:14:04.860Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): scrapesage/google-maps-scraper run : CALL-FAILED", "timestamp": "2026-10-21T04:14:04.815Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"compass/crawler-google-places\"", "timestamp": "2026-10-21T04:14:04.724Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used scrapesage/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-21T04:14:04.610Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "scrapesage/google-maps-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used scrapesage/google-maps-scraper; expected compass/crawler-google-places" }, { "scenarioId": "contact-info-scraper-usage-two-domains-shallow", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:12:26.223Z", "day": "2026-10-21", "traceId": "d5599f2ac72cedc4093cd836e010665c", "observationId": "b0779841f009d201", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d5599f2ac72cedc4093cd836e010665c?observation=b0779841f009d201", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "use", "title": "contact-info / use / two-domains-shallow", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-21T04:15:05.730Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-21T04:15:05.649Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-21T04:15:05.611Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-21T04:15:05.568Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-21T04:15:05.523Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-21T04:15:05.486Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported emails and social profiles per domain (apify.com and notion.so) from the retrieved data. The output-limit cut left the final message as caveats only, but the full per-domain report was already given in the conversation.", "timestamp": "2026-10-21T04:15:05.448Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made three direct calls (details, run, fetch) with no repetition or wasted steps.", "timestamp": "2026-10-21T04:15:05.409Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The report matches the dataset: hello@apify.com, empty emails for notion.so, and the LinkedIn, Twitter, Instagram, Facebook, YouTube, TikTok, Pinterest and Discord lists. It reports empty types as none found, flags third-party mentions, and notes that phonesUncertain is noise. Minor looseness: 'pinterest.com' was shortened and some lists were summarised.", "timestamp": "2026-10-21T04:15:05.373Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor passed both start URLs, maxDepth=1, mergeContacts=true, sameDomain=true and kept paid add-ons off; the deterministic urls and depth checks passed. The proxyConfig field was not visible in the truncated schema but the run succeeded.", "timestamp": "2026-10-21T04:15:05.331Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the Actor details with fetch-actor-details, ran the named vdrmota/contact-info-scraper with call-actor, and fetched results with get-dataset-items, which is the right sequence.", "timestamp": "2026-10-21T04:15:05.293Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:13:23.382Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-21T04:13:23.344Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-21T04:13:23.302Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 2 items ok", "timestamp": "2026-10-21T04:13:23.262Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): maxDepth", "timestamp": "2026-10-21T04:13:23.224Z", "metadata": {} }, "check.urls": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-21T04:13:23.191Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:13:23.110Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used vdrmota/contact-info-scraper", "timestamp": "2026-10-21T04:13:23.008Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails" }, { "scenarioId": "contact-info-scraper-discovery-notion-website", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:12:43.671Z", "day": "2026-10-21", "traceId": "9ee281f64595ebcba18b7ef5e961621a", "observationId": "5b43e8fa3e8defd5", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9ee281f64595ebcba18b7ef5e961621a?observation=5b43e8fa3e8defd5", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "find", "title": "contact-info / find / notion-website", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used delicious_zebu/contact-info-scraper; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-21T04:14:59.369Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used delicious_zebu/contact-info-scraper; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-21T04:14:59.286Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "delicious_zebu/contact-info-scraper", "comment": "Actors the agent ran: delicious_zebu/contact-info-scraper", "timestamp": "2026-10-21T04:14:59.251Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-21T04:14:59.214Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:14:59.177Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used delicious_zebu/contact-info-scraper; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-21T04:14:59.136Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-21T04:14:59.097Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The answer gave real social links and honestly reported no emails or phones, but it used a different Actor than expected, and its final line names delicious_zebu/contact-info-scraper rather than vdrmota/contact-info-scraper (namedActor FAIL).", "timestamp": "2026-10-21T04:14:59.060Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The 7 calls were reasonable (search, schema, run, fetch, a retry run, poll, fetch), and the retry was a justified attempt to find emails and phones, though it yielded nothing new.", "timestamp": "2026-10-21T04:14:59.023Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The dataset count read 0 after the first run, and the agent fetched the items anyway; when the second run was still RUNNING it polled with get-actor-run, so both hiccups were handled correctly.", "timestamp": "2026-10-21T04:14:58.946Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer's social links (Twitter, Facebook, Instagram, LinkedIn, YouTube) match the first dataset item exactly, and empty emails and phones were reported as empty rather than invented.", "timestamp": "2026-10-21T04:14:58.915Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call used Urls=[notion.so], Depth 2 and summary_only, all valid per the fetched schema; the second call guessed /contact, /about and /help URLs, which is sensible and well-formed.", "timestamp": "2026-10-21T04:14:58.878Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched the store and picked delicious_zebu/contact-info-scraper, a generic contact scraper that suits a URL input, but not the expected vdrmota/contact-info-scraper (rightActor FAIL); the search results never surfaced vdrmota's actor.", "timestamp": "2026-10-21T04:14:58.840Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:14:29.023Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-21T04:14:28.969Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:14:28.930Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"vdrmota/contact-info-scraper\"", "timestamp": "2026-10-21T04:14:28.883Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used delicious_zebu/contact-info-scraper; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-21T04:14:28.833Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "delicious_zebu/contact-info-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used delicious_zebu/contact-info-scraper; expected vdrmota/contact-info-scraper" }, { "scenarioId": "booking-scraper-usage-amsterdam-three-adults", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:13:06.487Z", "day": "2026-10-21", "traceId": "47db8ee193c9eb7187636ca6ad9fd972", "observationId": "5b9e147a6c9b42a4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/47db8ee193c9eb7187636ca6ad9fd972?observation=5b9e147a6c9b42a4", "subject": "voyager/booking-scraper", "owner": "google", "skill": "use", "title": "booking / use / amsterdam-three-adults", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer gives 10 hotels retrieved, the cheapest nightly price (Hotel Jesse, about $106.49) and the highest-rated property (Hotel TwentySeven, 9.4), grounded in the data. It also flags the assumption that price is a two-night total.", "timestamp": "2026-10-21T04:15:04.129Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer gives 10 hotels retrieved, the cheapest nightly price (Hotel Jesse, about $106.49) and the highest-rated property (Hotel TwentySeven, 9.4), grounded in the data. It also flags the assumption that price is a two-night total.", "timestamp": "2026-10-21T04:15:04.088Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-21T04:15:04.044Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:15:04.005Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed. The only soft spot is that the agent could not confirm whether the `price` field is a per-night or total figure, and it said so openly.", "timestamp": "2026-10-21T04:15:03.965Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-21T04:15:03.924Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer gives 10 hotels retrieved, the cheapest nightly price (Hotel Jesse, about $106.49) and the highest-rated property (Hotel TwentySeven, 9.4), grounded in the data. It also flags the assumption that price is a two-night total.", "timestamp": "2026-10-21T04:15:03.877Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was direct, with one run and a few small verification fetches. The extra readme fetch did not settle the price question but was cheap and reasonable.", "timestamp": "2026-10-21T04:15:03.836Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run summary said 9 items but the fetch returned 10. The agent re-queried with offset and saw totalItemCount of 10, then reported this discrepancy honestly in the answer.", "timestamp": "2026-10-21T04:15:03.794Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The reported figures come straight from the fetched items: Hotel Jesse price 212.97 (halved to $106.49), Hotel TwentySeven rating 9.4 with 203 reviews and price 3379.73 (halved to about $1,689.86). Nothing was invented, and the agent disclosed the per-night versus total price ambiguity.", "timestamp": "2026-10-21T04:15:03.764Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input had search=Amsterdam, maxItems=10, checkIn 2026-11-18, checkOut 2026-11-20 (two nights, four weeks out), and adults=3 (non-default). The deterministic checks for cap, dates and adults all passed.", "timestamp": "2026-10-21T04:15:03.726Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent fetched the Actor's input schema, ran the named voyager/booking-scraper, polled with get-actor-run, and read the results with get-dataset-items, which is the right toolset.", "timestamp": "2026-10-21T04:15:03.673Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:14:44.075Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-21T04:14:44.034Z", "metadata": {} }, "check.optFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-21T04:14:43.992Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-21T04:14:43.949Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-21T04:14:43.915Z", "metadata": {} }, "check.adults": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): adults", "timestamp": "2026-10-21T04:14:43.880Z", "metadata": {} }, "check.dates": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-21T04:14:43.846Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxItems", "timestamp": "2026-10-21T04:14:43.812Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:14:43.728Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used voyager/booking-scraper", "timestamp": "2026-10-21T04:14:43.646Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer gives 10 hotels retrieved, the cheapest nightly price (Hotel Jesse, about $106.49) and the highest-rated property (Hotel TwentySeven, 9.4), grounded in the data. It also flags the assumption that price is a two-night total." }, { "scenarioId": "booking-scraper-discovery-amsterdam-hotels", "experimentId": "2c4f57f0196fc646", "experimentName": "store-actors · claude-haiku-latest · 2026-10-21 04:01 · schedule · mxkeh", "model": "~anthropic/claude-haiku-latest", "resolvedModel": "anthropic/claude-haiku-5.5", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:13:23.419Z", "day": "2026-10-21", "traceId": "f620563bc01c01d50a95e079a3fe8ad2", "observationId": "377f3dcadc8a269e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f620563bc01c01d50a95e079a3fe8ad2?observation=377f3dcadc8a269e", "subject": "voyager/booking-scraper", "owner": "google", "skill": "find", "title": "booking / find / amsterdam-hotels", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-21T04:14:59.147Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-21T04:14:59.008Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "santamaria-automations/booking-com-scraper", "comment": "Actors the agent ran: santamaria-automations/booking-com-scraper", "timestamp": "2026-10-21T04:14:58.960Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-21T04:14:58.917Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:14:58.875Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-21T04:14:58.827Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-21T04:14:58.788Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The answer lists 10 properties with prices, names a cheapest consistent with the data, and ends with the Actor line, but the Actor used is not the expected voyager/booking-scraper, so the answer fails the namedActor check; several results are dorm beds rather than hotels, though the agent flagged this.", "timestamp": "2026-10-21T04:14:58.746Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four calls (search, fetch details, call, get items) with no repetition or detours.", "timestamp": "2026-10-21T04:14:58.709Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table's names, totals, review scores and free-cancellation flags match the get-dataset-items output, and the cheapest (Hostelle €44.63) is consistent with the list; the dorm-bed caveat was also drawn from the room_type fields.", "timestamp": "2026-10-21T04:14:58.674Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Input had destination Amsterdam, checkin 2026-11-21, checkout 2026-11-23 (two nights, ~a month ahead), maxResults 10, adults 2, EUR, all valid per the fetched schema.", "timestamp": "2026-10-21T04:14:58.593Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched the store, then chose santamaria-automations/booking-com-scraper on the grounds of 'most users', and never evaluated or surfaced voyager/booking-scraper; the choice is a reasonable Booking.com scraper but not the expected one (deterministic rightActor FAIL).", "timestamp": "2026-10-21T04:14:58.506Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "2c4f57f0196fc646", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:13:50.358Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-21T04:13:50.232Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:13:50.185Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"voyager/booking-scraper\"", "timestamp": "2026-10-21T04:13:50.101Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-21T04:13:50.016Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "santamaria-automations/booking-com-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper" }, { "scenarioId": "youtube-scraper-usage-espresso-engagement", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:17:49.610Z", "day": "2026-10-21", "traceId": "72d88c386bf04df3e02a01f2455eeb9d", "observationId": "8e2ba7ece082932d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/72d88c386bf04df3e02a01f2455eeb9d?observation=8e2ba7ece082932d", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "use", "title": "youtube / use / espresso-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer lists the top 5 videos, each with views, likes and comment count, all grounded in the retrieved data and ordered by search rank.", "timestamp": "2026-10-21T04:36:21.912Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer lists the top 5 videos, each with views, likes and comment count, all grounded in the retrieved data and ordered by search rank.", "timestamp": "2026-10-21T04:36:21.878Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-21T04:36:21.840Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:36:21.803Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "Every dimension passed or was not applicable; the run succeeded with 5 items and a fully grounded final table.", "timestamp": "2026-10-21T04:36:21.766Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-21T04:36:21.729Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer lists the top 5 videos, each with views, likes and comment count, all grounded in the retrieved data and ordered by search rank.", "timestamp": "2026-10-21T04:36:21.699Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used three calls (details, run, fetch) with no repetition or detours.", "timestamp": "2026-10-21T04:36:21.655Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "All 12 numbers in the answer appear in the dataset items (grounded check PASS). The agent sorted the returned items by the `order` field to present them in search order.", "timestamp": "2026-10-21T04:36:21.616Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input used searchQueries=[\"home espresso machine review\"] and maxResults=5, with shorts and streams set to 0, and the deterministic cap check passed. The dataset fetch requested the relevant fields (viewCount, likes, commentsCount, order).", "timestamp": "2026-10-21T04:36:21.583Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the pinned actor's schema with fetch-actor-details, ran streamers/youtube-scraper with call-actor, then fetched results with get-dataset-items, which is the right actor and toolchain.", "timestamp": "2026-10-21T04:36:21.542Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "youtube-scraper-usage-espresso-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:18:37.638Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-21T04:18:37.599Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 12 numbers found in Actor output", "timestamp": "2026-10-21T04:18:37.558Z", "metadata": {} }, "check.engagementFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 5 items ok", "timestamp": "2026-10-21T04:18:37.514Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-21T04:18:37.473Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResults", "timestamp": "2026-10-21T04:18:37.438Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:18:37.396Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-scraper", "timestamp": "2026-10-21T04:18:37.352Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-21T04:18:37.312Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer lists the top 5 videos, each with views, likes and comment count, all grounded in the retrieved data and ordered by search rank." }, { "scenarioId": "youtube-scraper-discovery-espresso", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:17:49.610Z", "day": "2026-10-21", "traceId": "e89acebd368c27d21899718da4ee6d15", "observationId": "81687a48377da7e6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e89acebd368c27d21899718da4ee6d15?observation=81687a48377da7e6", "subject": "streamers/youtube-scraper", "owner": "video", "skill": "find", "title": "youtube / find / espresso", "scores": { "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-21T04:36:27.392Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered 10 recent videos with view counts, channel names and links, noted that dates are approximate, and ended with the required 'Actor:' line naming the actor it actually used; the only miss is the expected actor, which the deterministic checks already mark as FAIL.", "timestamp": "2026-10-21T04:36:27.245Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used 6 tool calls: one search, one details fetch, two runs with their dataset fetches. The second run with a different query broadened candidates, which is reasonable and not pointless repetition.", "timestamp": "2026-10-21T04:36:27.208Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final list's titles, channel names and view counts (e.g. Whole Latte Love 44,092, More George 32,639, Tom's Coffee Corner 22,959) match the dataset item previews, and the agent merged and ranked the two datasets rather than inventing data.", "timestamp": "2026-10-21T04:36:27.173Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The input used dateFilter 'month', oldestPostDate 2026-09-21, maxAgeDays 30, metricsMode true and several espresso-related queries, all sensible for the task and accepted by both runs, which SUCCEEDED.", "timestamp": "2026-10-21T04:36:27.139Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent ran search-actors, read the details with fetch-actor-details, and picked memo23/youtube-search-results-scraper, which supports date filters and returns views and channel names; this is a legitimate fit even though it is not the expected streamers/youtube-scraper.", "timestamp": "2026-10-21T04:36:27.104Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "youtube-scraper-discovery-espresso", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:19:24.302Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-21T04:19:24.262Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:19:24.225Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"streamers/youtube-scraper\"", "timestamp": "2026-10-21T04:19:24.138Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/youtube-search-results-scraper; expected streamers/youtube-scraper", "timestamp": "2026-10-21T04:19:24.054Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "zillow-zip-search-usage-scottsdale", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:17:49.610Z", "day": "2026-10-21", "traceId": "39f55b76f46e64a1dbd6d82c8836df4f", "observationId": "1fee33f79d5c5a46", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/39f55b76f46e64a1dbd6d82c8836df4f?observation=1fee33f79d5c5a46", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "use", "title": "zillow-zip-search / use / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer reports 10 results and the cheapest address and price ($170,000), grounded in the dataset output, and all deterministic checks passed.", "timestamp": "2026-10-21T04:36:23.611Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer reports 10 results and the cheapest address and price ($170,000), grounded in the dataset output, and all deterministic checks passed.", "timestamp": "2026-10-21T04:36:23.581Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-21T04:36:23.537Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:36:23.490Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "Every dimension passed: the run set all required flags correctly, retrieved 10 items, and the answer matched the dataset values.", "timestamp": "2026-10-21T04:36:23.451Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-21T04:36:23.414Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports 10 results and the cheapest address and price ($170,000), grounded in the dataset output, and all deterministic checks passed.", "timestamp": "2026-10-21T04:36:23.368Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Three calls: schema lookup, one run, one dataset fetch. There was no repetition or wasted step.", "timestamp": "2026-10-21T04:36:23.321Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the dataset with only the needed fields and named the cheapest listing, 4950 N MILLER Road #240 at $170,000, which is the minimum among the 10 returned prices.", "timestamp": "2026-10-21T04:36:23.286Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The input set zipCodes [\"85251\"], priceMax 800000, forSaleByAgent and forSaleByOwner true, forRent and sold false, and resultsLimit 10; all deterministic input checks passed and the run returned exactly 10 items.", "timestamp": "2026-10-21T04:36:23.251Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details to read the schema, call-actor to run the named maxcopell/zillow-zip-search Actor, and get-dataset-items to read the results, which is the right tool sequence.", "timestamp": "2026-10-21T04:36:23.211Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "zillow-zip-search-usage-scottsdale", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:18:36.351Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "10 check(s) passed", "timestamp": "2026-10-21T04:18:36.309Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 1 numbers found in Actor output", "timestamp": "2026-10-21T04:18:36.261Z", "metadata": {} }, "check.tenResults": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-21T04:18:36.220Z", "metadata": {} }, "check.priceCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): priceMax", "timestamp": "2026-10-21T04:18:36.186Z", "metadata": {} }, "check.soldFalse": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): sold", "timestamp": "2026-10-21T04:18:36.150Z", "metadata": {} }, "check.forRentFalse": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): forRent", "timestamp": "2026-10-21T04:18:36.102Z", "metadata": {} }, "check.forSaleByOwnerTrue": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): forSaleByOwner", "timestamp": "2026-10-21T04:18:36.057Z", "metadata": {} }, "check.forSaleByAgentTrue": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): forSaleByAgent", "timestamp": "2026-10-21T04:18:36.012Z", "metadata": {} }, "check.requiredFlags": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-21T04:18:35.972Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:18:35.926Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/zillow-zip-search", "timestamp": "2026-10-21T04:18:35.840Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{1,3},\\d{3}/", "timestamp": "2026-10-21T04:18:35.758Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer reports 10 results and the cheapest address and price ($170,000), grounded in the dataset output, and all deterministic checks passed." }, { "scenarioId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:17:49.610Z", "day": "2026-10-21", "traceId": "25d73195b8f7765ffe835cc77a543e78", "observationId": "5dbd6c1cb2ab62ce", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/25d73195b8f7765ffe835cc77a543e78?observation=5dbd6c1cb2ab62ce", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "use", "title": "youtube-shorts / use / mrbeast-top-ten", "scores": { "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four tool calls with no repeats: details, run, poll, fetch items.", "timestamp": "2026-10-21T04:36:27.410Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Input was channels:[\"MrBeast\"], maxResultsShorts:10, sortChannelShortsBy:\"POPULAR\", which matches the reference and passed the deterministic input checks; the dataset fetch used a sensible fields list and limit 20.", "timestamp": "2026-10-21T04:36:27.339Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the Actor details with fetch-actor-details, ran call-actor on the named streamers/youtube-shorts-scraper, polled with get-actor-run, and fetched results with get-dataset-items, which is the right sequence.", "timestamp": "2026-10-21T04:36:27.237Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "youtube-shorts-scraper-usage-mrbeast-top-ten", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:19:17.621Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-21T04:19:17.585Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 24 numbers found in Actor output", "timestamp": "2026-10-21T04:19:17.513Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-21T04:19:17.453Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-21T04:19:17.419Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxResultsShorts", "timestamp": "2026-10-21T04:19:17.375Z", "metadata": {} }, "check.sortPopular": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): sortChannelShortsBy", "timestamp": "2026-10-21T04:19:17.339Z", "metadata": {} }, "check.channelInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): channels[0]", "timestamp": "2026-10-21T04:19:17.293Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:19:17.144Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used streamers/youtube-shorts-scraper", "timestamp": "2026-10-21T04:19:16.979Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": null }, { "scenarioId": "youtube-shorts-scraper-discovery-mrbeast-popular", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:17:49.610Z", "day": "2026-10-21", "traceId": "3ac3732ee4e1623d805622bcf85bc339", "observationId": "6d08f7d3c0933baf", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3ac3732ee4e1623d805622bcf85bc339?observation=6d08f7d3c0933baf", "subject": "streamers/youtube-shorts-scraper", "owner": "video", "skill": "find", "title": "youtube-shorts / find / mrbeast-popular", "scores": { "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:19:47.214Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-21T04:19:47.150Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{3,}/", "timestamp": "2026-10-21T04:19:47.115Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:19:47.076Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"streamers/youtube-shorts-scraper\"", "timestamp": "2026-10-21T04:19:46.993Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used datagleaner/youtube-channel-scraper; expected streamers/youtube-shorts-scraper", "timestamp": "2026-10-21T04:19:46.905Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "tiktok-scraper-usage-protein-coffee", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:17:49.611Z", "day": "2026-10-21", "traceId": "3656f0eb101221a594604b64907c6228", "observationId": "b73bb616f4b64dce", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3656f0eb101221a594604b64907c6228?observation=b73bb616f4b64dce", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "use", "title": "tiktok / use / protein-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: MCP server exposed no tools to the agent", "timestamp": "2026-10-21T04:36:18.476Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "errorRecovery", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:36:18.371Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "errorRecovery", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The infrastructure facts say 'MCP server apify failed' and 'MCP server exposed no tools to the agent', so the agent could not call clockworks/tiktok-scraper and gave no answer or explanation. The MCP connection failure should be surfaced clearly so it can be fixed.", "timestamp": "2026-10-21T04:36:18.330Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "errorRecovery", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is empty: no top-10 videos or play counts were reported, and the shape check failed with 0 Actor runs.", "timestamp": "2026-10-21T04:36:18.296Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-scraper-usage-protein-coffee", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "errorRecovery", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-21T04:17:50.852Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape, rightActor, ranOk", "timestamp": "2026-10-21T04:17:50.802Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-21T04:17:50.751Z", "metadata": {} }, "check.plays": { "value": 0, "stringValue": null, "comment": "FAIL (warn): no Actor run to read items from", "timestamp": "2026-10-21T04:17:50.708Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 0 Actor run(s), expected at least 1", "timestamp": "2026-10-21T04:17:50.610Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected clockworks/tiktok-scraper", "timestamp": "2026-10-21T04:17:50.511Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\d{4,}|\\d{1,3}(,\\d{3})+/", "timestamp": "2026-10-21T04:17:50.411Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "plays", "ranOk", "rightActor", "shape" ], "judgeComment": null }, { "scenarioId": "tiktok-scraper-discovery-cleantok", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:17:50.891Z", "day": "2026-10-21", "traceId": "0f0988ce2bb3034c8319a54f06cc5f5c", "observationId": "ea96582982c7f5ff", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/0f0988ce2bb3034c8319a54f06cc5f5c?observation=ea96582982c7f5ff", "subject": "clockworks/tiktok-scraper", "owner": "video", "skill": "find", "title": "tiktok / find / cleantok", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: MCP server exposed no tools to the agent", "timestamp": "2026-10-21T04:36:14.779Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:36:14.679Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The MCP server apify failed and exposed no tools, so the agent never searched the store or ran clockworks/tiktok-scraper. It also produced an empty final answer, with no explanation of the failure and no 'Actor:' line.", "timestamp": "2026-10-21T04:36:14.647Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is empty: no TikTok videos were pulled, no summary was given, and the required 'Actor:' line is missing.", "timestamp": "2026-10-21T04:36:14.609Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "The MCP server 'apify' failed and exposed no tools, but the conversation shows no agent response, no honest failure report, and no fallback attempt.", "timestamp": "2026-10-21T04:36:14.576Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-scraper-discovery-cleantok", "notApplicable": [ "toolSelection", "argumentCorrectness", "resultUtilization", "planEfficiency", "schemaValidity" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "MCP server exposed no tools to the agent; MCP server apify failed", "timestamp": "2026-10-21T04:17:51.311Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-21T04:17:51.240Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 Actor run(s), expected at least 1", "timestamp": "2026-10-21T04:17:51.195Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-scraper\"", "timestamp": "2026-10-21T04:17:51.151Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: no Actor run and no matching tool call; expected clockworks/tiktok-scraper", "timestamp": "2026-10-21T04:17:51.087Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "tiktok-profile-scraper-usage-apifylife-latest-five", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:17:51.394Z", "day": "2026-10-21", "traceId": "f1b13b351731cec14ea0335078cf4442", "observationId": "ed27e0c686103a13", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f1b13b351731cec14ea0335078cf4442?observation=ed27e0c686103a13", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "use", "title": "tiktok-profile / use / apifylife-latest-five", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer gives the follower count (193) and the 5 most recent non-pinned videos with play counts, all grounded in the second run's output.", "timestamp": "2026-10-21T04:36:15.461Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer gives the follower count (193) and the 5 most recent non-pinned videos with play counts, all grounded in the second run's output.", "timestamp": "2026-10-21T04:36:15.424Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-21T04:36:15.387Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:36:15.350Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "The first call-actor used excludePinnedPosts:false and returned two old pinned videos (2024) among the 5 results, forcing a second run (yKm3m6z4oHuxqVPqf) and leaving 10 items in total; the schema or docs should make the pinned-post behavior with 'latest' sorting clearer.", "timestamp": "2026-10-21T04:36:15.301Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-21T04:36:15.263Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer gives the follower count (193) and the 5 most recent non-pinned videos with play counts, all grounded in the second run's output.", "timestamp": "2026-10-21T04:36:15.228Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran the Actor twice (10 items total, failing the items check) and fetched dataset items three times; it could have set excludePinnedPosts:true up front, though the re-run was a sensible fix once it saw pinned posts.", "timestamp": "2026-10-21T04:36:15.197Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer's follower count of 193 and the play counts (294, 586, 814, 476, 368) all match the second dataset's items; the deterministic grounded check also passed.", "timestamp": "2026-10-21T04:36:15.164Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Inputs were profiles:[\"apifylife\"], profileSorting:\"latest\", resultsPerPage:5 in both runs, matching the schema and task; the second run added excludePinnedPosts:true, a valid option.", "timestamp": "2026-10-21T04:36:15.126Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "Agent used fetch-actor-details, call-actor on the named clockworks/tiktok-profile-scraper, and get-dataset-items, which is the right toolset for the task.", "timestamp": "2026-10-21T04:36:15.089Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-profile-scraper-usage-apifylife-latest-five", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:19:47.456Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-21T04:19:47.390Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 12 numbers found in Actor output", "timestamp": "2026-10-21T04:19:47.351Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-21T04:19:47.311Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 10 items, expected at most 5", "timestamp": "2026-10-21T04:19:47.210Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): resultsPerPage", "timestamp": "2026-10-21T04:19:47.069Z", "metadata": {} }, "check.profileInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): profiles[0]", "timestamp": "2026-10-21T04:19:47.027Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:19:46.990Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-profile-scraper", "timestamp": "2026-10-21T04:19:46.910Z", "metadata": {} } }, "verdict": "pass", "fixArea": "input-schema", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items" ], "judgeComment": "PASS: The final answer gives the follower count (193) and the 5 most recent non-pinned videos with play counts, all grounded in the second run's output." }, { "scenarioId": "tiktok-profile-scraper-discovery-apifylife-followers", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:18:36.385Z", "day": "2026-10-21", "traceId": "18e15e017f687a743ae60aba3c9236f2", "observationId": "45ff6d2f5ddf3fa2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/18e15e017f687a743ae60aba3c9236f2?observation=45ff6d2f5ddf3fa2", "subject": "clockworks/tiktok-profile-scraper", "owner": "video", "skill": "find", "title": "tiktok-profile / find / apifylife-followers", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used scrapingmonkey/tiktok-scraper, novi/tiktok-user-api; expected clockworks/tiktok-profile-scraper", "timestamp": "2026-10-21T04:36:23.129Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used scrapingmonkey/tiktok-scraper, novi/tiktok-user-api; expected clockworks/tiktok-profile-scraper", "timestamp": "2026-10-21T04:36:23.016Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "scrapingmonkey/tiktok-scraper", "comment": "Actors the agent ran: scrapingmonkey/tiktok-scraper, novi/tiktok-user-api", "timestamp": "2026-10-21T04:36:22.974Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-21T04:36:22.938Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-21T04:36:22.897Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used scrapingmonkey/tiktok-scraper, novi/tiktok-user-api; expected clockworks/tiktok-profile-scraper", "timestamp": "2026-10-21T04:36:22.855Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-21T04:36:22.816Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer gives 193 followers and five dated video entries with links, grounded in the retrieved data, and ends with the required 'Actor:' line, though it names novi/tiktok-user-api rather than the expected actor.", "timestamp": "2026-10-21T04:36:22.774Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path took 9 tool calls with one wasted run on scrapingmonkey, which returned unrelated users' videos. The second novi run (limit 20) was justified because the limit-5 results were not ordered by date.", "timestamp": "2026-10-21T04:36:22.734Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first run reported itemCount 0, so the agent read the dataset directly and found the media rows belonged to other users. It then switched to a profile-specific feed actor, which returned @apifylife's own videos.", "timestamp": "2026-10-21T04:36:22.690Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The 193 followers matches author.follower_count in both actors' data, and the first video, 'Zuzka accidentally fell in love…' (create_time 1792172832), appears in the 20-item dataset; the other four are plausibly drawn from the truncated remainder, which was not sorted by date.", "timestamp": "2026-10-21T04:36:22.654Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent passed valid inputs: mode profilePosts with targets [apifylife] for the first actor, and username 'apifylife' with limit 5, then 20, for novi/tiktok-user-api, matching the schemas it had read.", "timestamp": "2026-10-21T04:36:22.616Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched 'TikTok profile videos' and used scrapingmonkey/tiktok-scraper and novi/tiktok-user-api, both profile-feed scrapers that can answer the task, though neither is the intended clockworks/tiktok-profile-scraper.", "timestamp": "2026-10-21T04:36:22.554Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-profile-scraper-discovery-apifylife-followers", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:19:47.693Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-21T04:19:47.650Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,.]{2,}/", "timestamp": "2026-10-21T04:19:47.601Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 3 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:19:47.543Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"clockworks/tiktok-profile-scraper\"", "timestamp": "2026-10-21T04:19:47.496Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used scrapingmonkey/tiktok-scraper, novi/tiktok-user-api; expected clockworks/tiktok-profile-scraper", "timestamp": "2026-10-21T04:19:47.455Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "scrapingmonkey/tiktok-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used scrapingmonkey/tiktok-scraper, novi/tiktok-user-api; expected clockworks/tiktok-profile-scraper" }, { "scenarioId": "tiktok-comments-scraper-usage-top-level-only", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:18:37.671Z", "day": "2026-10-21", "traceId": "f09f420bb15016c83f81f0fc4d4c5d87", "observationId": "d0ff82cc25b8ac83", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f09f420bb15016c83f81f0fc4d4c5d87?observation=d0ff82cc25b8ac83", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "use", "title": "tiktok-comments / use / top-level-only", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 5 comments with text and like counts from the 20 top-level comments fetched; the top 5 appear correctly ordered by likes in the visible preview, and no comments were invented. The only shortening is an ellipsis in comment 4's text.", "timestamp": "2026-10-21T04:36:10.328Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 5 comments with text and like counts from the 20 top-level comments fetched; the top 5 appear correctly ordered by likes in the visible preview, and no comments were invented. The only shortening is an ellipsis in comment 4's text.", "timestamp": "2026-10-21T04:36:10.293Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-21T04:36:10.259Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:36:10.217Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the run SUCCEEDED with 20 items and the answer was grounded in dataset diggCount values.", "timestamp": "2026-10-21T04:36:10.186Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-21T04:36:10.151Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 5 comments with text and like counts from the 20 top-level comments fetched; the top 5 appear correctly ordered by likes in the visible preview, and no comments were invented. The only shortening is an ellipsis in comment 4's text.", "timestamp": "2026-10-21T04:36:10.099Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Three calls: schema lookup, one run, one dataset fetch with field projection. No repetition.", "timestamp": "2026-10-21T04:36:10.060Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final ranking uses diggCount values from the dataset preview (351885, 187962, 34683, 24410, 21467), and the grounded check passed for all 8 numbers.", "timestamp": "2026-10-21T04:36:10.027Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The input used postURLs with the given video URL, commentsPerPost 20, topLevelCommentsPerPost 20 and maxRepliesPerComment 0, which matches the schema and the task; the deterministic input checks passed.", "timestamp": "2026-10-21T04:36:09.995Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the Actor details with fetch-actor-details, ran the named clockworks/tiktok-comments-scraper with call-actor, and pulled results with get-dataset-items.", "timestamp": "2026-10-21T04:36:09.960Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-comments-scraper-usage-top-level-only", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:19:17.693Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-21T04:19:17.659Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS (warn): all 8 numbers found in Actor output", "timestamp": "2026-10-21T04:19:17.623Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-21T04:19:17.525Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-21T04:19:17.485Z", "metadata": {} }, "check.noReplies": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxRepliesPerComment", "timestamp": "2026-10-21T04:19:17.443Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): commentsPerPost", "timestamp": "2026-10-21T04:19:17.394Z", "metadata": {} }, "check.videoUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): postURLs[0]", "timestamp": "2026-10-21T04:19:17.303Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:19:17.271Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-21T04:19:17.184Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 5 comments with text and like counts from the 20 top-level comments fetched; the top 5 appear correctly ordered by likes in the visible preview, and no comments were invented. The only shortening is an ellipsis in comment 4's text." }, { "scenarioId": "tiktok-comments-scraper-discovery-video-top-comments", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:19:17.671Z", "day": "2026-10-21", "traceId": "02f84272f7a3bcabc0f6726b8748f560", "observationId": "9b0c2393a0e5613e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/02f84272f7a3bcabc0f6726b8748f560?observation=9b0c2393a0e5613e", "subject": "clockworks/tiktok-comments-scraper", "owner": "video", "skill": "find", "title": "tiktok-comments / find / video-top-comments", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent returned 5 comments ranked by likes, with the text and counts taken from the retrieved data, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line. The scrape covered 100 comments, so the ranking is among those retrieved, which the agent stated honestly.", "timestamp": "2026-10-21T04:36:09.365Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent returned 5 comments ranked by likes, with the text and counts taken from the retrieved data, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line. The scrape covered 100 comments, so the ranking is among those retrieved, which the agent stated honestly.", "timestamp": "2026-10-21T04:36:09.331Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: clockworks/tiktok-comments-scraper", "timestamp": "2026-10-21T04:36:09.298Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-21T04:36:09.265Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:36:09.230Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the agent used the right Actor with valid input, and the ranked top-5 list is grounded in the dataset returned by get-dataset-items.", "timestamp": "2026-10-21T04:36:09.189Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-21T04:36:09.152Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned 5 comments ranked by likes, with the text and counts taken from the retrieved data, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line. The scrape covered 100 comments, so the ranking is among those retrieved, which the agent stated honestly.", "timestamp": "2026-10-21T04:36:09.119Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four calls (search, details, run, fetch) with no repetition or detours.", "timestamp": "2026-10-21T04:36:09.082Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final list matches the preview data: 369,848 for '70.M on Bella Poarch', 201,833 and 193,170 for the other comments seen in the preview. The remaining entries (212,277 and 184,925) are in the truncated part of the output, so they are not contradicted by any tool output.", "timestamp": "2026-10-21T04:36:09.047Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor was given postURLs with the exact video URL, commentsPerPost 100, topLevelCommentsPerPost 100 and maxRepliesPerComment 0, all valid per the input schema; get-dataset-items projected text, diggCount, uniqueId and replyCommentTotal with limit 100.", "timestamp": "2026-10-21T04:36:09.010Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched the store, read the details of clockworks/tiktok-comments-scraper, ran it, and fetched the dataset items, which is the right Actor and tool chain for comment extraction.", "timestamp": "2026-10-21T04:36:08.970Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tiktok-comments-scraper-discovery-video-top-comments", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:20:19.719Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "3 check(s) passed", "timestamp": "2026-10-21T04:20:19.670Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-21T04:20:19.630Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:20:19.588Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"clockworks/tiktok-comments-scraper\"", "timestamp": "2026-10-21T04:20:19.476Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used clockworks/tiktok-comments-scraper", "timestamp": "2026-10-21T04:20:19.378Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent returned 5 comments ranked by likes, with the text and counts taken from the retrieved data, and ended with the required 'Actor: clockworks/tiktok-comments-scraper' line. The scrape covered 100 comments, so the ranking is among those retrieved, which the agent stated honestly." }, { "scenarioId": "indeed-scraper-usage-swe-skills", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:19:17.724Z", "day": "2026-10-21", "traceId": "f73e50c3f8ec40c2625b10dbc73c88bb", "observationId": "f8137dd46eff3abf", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f73e50c3f8ec40c2625b10dbc73c88bb?observation=f8137dd46eff3abf", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "use", "title": "indeed / use / swe-skills", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 20 postings and a top-5 skill list with counts, including a tie at fifth place that it stated openly. The counts rest on the retrieved descriptions, and the method (postings per skill) was explained.", "timestamp": "2026-10-21T04:36:13.999Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 20 postings and a top-5 skill list with counts, including a tie at fifth place that it stated openly. The counts rest on the retrieved descriptions, and the method (postings per skill) was explained.", "timestamp": "2026-10-21T04:36:13.965Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-21T04:36:13.929Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:36:13.888Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The Actor did its part (SUCCEEDED, 20 items with descriptions). The weakness is the agent's redundant re-fetching of the same descriptions in many 5-item and 1-item get-dataset-items calls (offsets 1,2,3,6,7,8,12,13,16,17), after it already had the first 20-item fetch.", "timestamp": "2026-10-21T04:36:13.857Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "18 tool calls valid", "timestamp": "2026-10-21T04:36:13.771Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 20 postings and a top-5 skill list with counts, including a tie at fifth place that it stated openly. The counts rest on the retrieved descriptions, and the method (postings per skill) was explained.", "timestamp": "2026-10-21T04:36:13.736Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent used 18 tool calls. After one 20-item fetch it re-fetched the same descriptions in 5-item batches, then again as single items at offsets 1,2,3,6,7,8,12,13,16,17, plus a metadata-only fetch. This repeated the same data many times.", "timestamp": "2026-10-21T04:36:13.695Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The call-actor result showed itemCount 0 because of a count lag. The agent followed the nextStep hint and fetched the dataset, which held 20 items.", "timestamp": "2026-10-21T04:36:13.664Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read description text from the dataset in batches and per item, then tallied skills per posting. Previews show real skill mentions (Java, React, Python, AWS, SQL, C/C++), and nothing contradicts the reported counts.", "timestamp": "2026-10-21T04:36:13.618Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The input was {position:'software engineer', country:'US', maxItemsPerSearch:20}, and maxItemsPerSearch is the Actor's real cap field, so the run returned exactly 20 items. The harness 'cap' check looks for maxItems and flags it missing, but the agent set the cap through the schema's own field.", "timestamp": "2026-10-21T04:36:13.582Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the Actor details with fetch-actor-details, ran misceres/indeed-scraper through call-actor, and pulled results with get-dataset-items, which fits the task and matches the named Actor.", "timestamp": "2026-10-21T04:36:13.536Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "indeed-scraper-usage-swe-skills", "notApplicable": [], "verdict": "pass", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:21:16.519Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-21T04:21:16.472Z", "metadata": {} }, "check.descriptions": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-21T04:21:16.439Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-21T04:21:16.403Z", "metadata": {} }, "check.cap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): misceres/indeed-scraper: maxItems is missing (expected at most 20)", "timestamp": "2026-10-21T04:21:16.366Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:21:16.285Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used misceres/indeed-scraper", "timestamp": "2026-10-21T04:21:16.248Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /(python|aws|sql|java|docker|react|kubernetes)/", "timestamp": "2026-10-21T04:21:16.165Z", "metadata": {} } }, "verdict": "pass", "fixArea": "agent-or-model", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "cap" ], "judgeComment": "PASS: The agent reported 20 postings and a top-5 skill list with counts, including a tie at fifth place that it stated openly. The counts rest on the retrieved descriptions, and the method (postings per skill) was explained." }, { "scenarioId": "indeed-scraper-discovery-denver-marketing", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:19:24.336Z", "day": "2026-10-21", "traceId": "5bc59d3aacce137d1f535bd095ae824c", "observationId": "8f796f1849fe4826", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5bc59d3aacce137d1f535bd095ae824c?observation=8f796f1849fe4826", "subject": "misceres/indeed-scraper", "owner": "video", "skill": "find", "title": "indeed / find / denver-marketing", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used kaix/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-21T04:36:07.700Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used kaix/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-21T04:36:07.587Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "kaix/indeed-scraper", "comment": "Actors the agent ran: kaix/indeed-scraper", "timestamp": "2026-10-21T04:36:07.553Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-21T04:36:07.522Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-21T04:36:07.484Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used kaix/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-21T04:36:07.451Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-21T04:36:07.416Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer gives 10 Denver-area marketing coordinator postings with salary and ratings, grounded in retrieved data, and ends with the Actor line; however, the Actor named is kaix/indeed-scraper, so the deterministic rightActor and namedActor checks fail, and the intended Actor was not used.", "timestamp": "2026-10-21T04:36:07.378Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four tool calls (search, details, run, fetch items) with no repetition; a direct path.", "timestamp": "2026-10-21T04:36:07.346Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The table salaries, ratings, and URLs match the dataset preview (e.g., Lotus Concepts $60-68k, 1.7 rating with 6 reviews; Chick-fil-A 3.8 with 30,549 reviews). Thompson Denver's 0 rating was reported as 'Not available', which is reasonable; the preview is truncated so later rows cannot be checked but they are plausibly from the full result.", "timestamp": "2026-10-21T04:36:07.307Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input used title:(\"Marketing Coordinator\"), location Denver, CO, country US, maxItems 10, radius 35 miles, and rich mode, all sensible; the dataset fetch asked for salary and company.ratings fields and returned them.", "timestamp": "2026-10-21T04:36:07.273Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched the store, read the details of kaix/indeed-scraper, ran it, and fetched the dataset; the Actor is an Indeed scraper that fits the task, but it is not the expected misceres/indeed-scraper (rightActor FAIL).", "timestamp": "2026-10-21T04:36:07.237Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "indeed-scraper-discovery-denver-marketing", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:19:59.296Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-21T04:19:59.259Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:19:59.223Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"misceres/indeed-scraper\"", "timestamp": "2026-10-21T04:19:59.138Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used kaix/indeed-scraper; expected misceres/indeed-scraper", "timestamp": "2026-10-21T04:19:59.050Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "kaix/indeed-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used kaix/indeed-scraper; expected misceres/indeed-scraper" }, { "scenarioId": "amazon-reviews-scraper-usage-helpful-thirty", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:19:47.307Z", "day": "2026-10-21", "traceId": "02b1de56fbed3f48233503b40168ddb3", "observationId": "74a99e0f5d031b82", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/02b1de56fbed3f48233503b40168ddb3?observation=74a99e0f5d031b82", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "use", "title": "amazon-reviews / use / helpful-thirty", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent delivered 3 complaints and 3 praises grounded in the 10 returned reviews and clearly flagged that only 10 of 30 were available; the result is partial but honest, and the deterministic checks all passed.", "timestamp": "2026-10-21T04:36:03.451Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent delivered 3 complaints and 3 praises grounded in the 10 returned reviews and clearly flagged that only 10 of 30 were available; the result is partial but honest, and the deterministic checks all passed.", "timestamp": "2026-10-21T04:36:03.414Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-21T04:36:03.375Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:36:03.340Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the only caveat is that the run returned 10 items instead of 30 due to a free-plan cap, which the agent disclosed transparently.", "timestamp": "2026-10-21T04:36:03.305Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-21T04:36:03.266Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered 3 complaints and 3 praises grounded in the 10 returned reviews and clearly flagged that only 10 of 30 were available; the result is partial but honest, and the deterministic checks all passed.", "timestamp": "2026-10-21T04:36:03.231Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was direct: details, run, fetch items, one follow-up fetch for the remaining items; the second fetch was somewhat redundant, since the first fetch with limit 30 should have returned all 10, but it was minor.", "timestamp": "2026-10-21T04:36:03.196Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The run returned only 10 reviews because of a free-plan limit; this is a limitation rather than an error, and the agent noted it honestly and worked with the available data.", "timestamp": "2026-10-21T04:36:03.159Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the items, then re-fetched offset 3 with projected fields to read the remaining reviews, and the themes (Apple-device dependency, easy setup, wallet holder, speaker volume) match the previewed review text; it also disclosed the 10-item limit.", "timestamp": "2026-10-21T04:36:03.122Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Input had productUrls[0].url set to the product URL, maxReviews 30, sort helpful, and filterByRatings allStars, which the deterministic checks confirm are valid.", "timestamp": "2026-10-21T04:36:03.078Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor on junglee/amazon-reviews-scraper as the prompt named, then get-dataset-items to read the results, which are the right tools.", "timestamp": "2026-10-21T04:36:03.037Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-reviews-scraper-usage-helpful-thirty", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:20:39.286Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-21T04:20:39.231Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-21T04:20:39.195Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-21T04:20:39.157Z", "metadata": {} }, "check.sortHelpful": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): sort", "timestamp": "2026-10-21T04:20:39.121Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxReviews", "timestamp": "2026-10-21T04:20:39.080Z", "metadata": {} }, "check.productUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): productUrls[0].url", "timestamp": "2026-10-21T04:20:39.045Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:20:38.958Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-21T04:20:38.868Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent delivered 3 complaints and 3 praises grounded in the 10 returned reviews and clearly flagged that only 10 of 30 were available; the result is partial but honest, and the deterministic checks all passed." }, { "scenarioId": "amazon-reviews-scraper-discovery-product-complaints", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:19:47.534Z", "day": "2026-10-21", "traceId": "959b117fa358647a2789c422d6067ea5", "observationId": "21bacb850bbcba1b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/959b117fa358647a2789c422d6067ea5?observation=21bacb850bbcba1b", "subject": "junglee/amazon-reviews-scraper", "owner": "video", "skill": "find", "title": "amazon-reviews / find / product-complaints", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check namedActor: answer does not contain \"junglee/amazon-reviews-scraper\"", "timestamp": "2026-10-21T04:36:00.486Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check namedActor: answer does not contain \"junglee/amazon-reviews-scraper\"", "timestamp": "2026-10-21T04:36:00.376Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: nourishing_courier/amazon-scraper-pro, igview-owner/amazon-review-scraper, hypnotic_freedom/amazon-reviews-scraper, junglee/amazon-reviews-scraper", "timestamp": "2026-10-21T04:36:00.337Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-21T04:36:00.296Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:36:00.262Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check namedActor: answer does not contain \"junglee/amazon-reviews-scraper\"", "timestamp": "2026-10-21T04:36:00.225Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "14 tool calls valid", "timestamp": "2026-10-21T04:36:00.187Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is only a status line ('I'm switching to a pagination-capable scraper...'), with no complaint or praise summary, no Actor line, and no named Actor, despite 8 usable reviews being available.", "timestamp": "2026-10-21T04:36:00.149Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran 4 Actors (the check expects at most 3) and spent many turns on fetch-actor-details and polling, including a hypnotic_freedom run it never used, and went to the right Actor only at the end.", "timestamp": "2026-10-21T04:36:00.042Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "After the junglee validation error, which showed the expected {\"url\":...} format in the schema, the agent did not retry with corrected input and ran out of turns; it also left the hypnotic_freedom run unfinished.", "timestamp": "2026-10-21T04:36:00.001Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent read the product details and 8 reviews it fetched, but never summarized them, and its final message contains no complaints or praises.", "timestamp": "2026-10-21T04:35:59.965Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The junglee call used productUrls as plain strings, but the schema wants objects like {\"url\":...}, so validation failed; the earlier amazon-scraper-pro call also used resultsLimit 1 and produced no reviews.", "timestamp": "2026-10-21T04:35:59.930Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent tried nourishing_courier/amazon-scraper-pro (a general crawler, the wrong sibling) first, then igview and hypnotic_freedom, and only reached junglee/amazon-reviews-scraper last, though it matched the task.", "timestamp": "2026-10-21T04:35:59.884Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-reviews-scraper-discovery-product-complaints", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:22:36.044Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor", "timestamp": "2026-10-21T04:22:36.008Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-10-21T04:22:35.966Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"junglee/amazon-reviews-scraper\"", "timestamp": "2026-10-21T04:22:35.893Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/amazon-reviews-scraper", "timestamp": "2026-10-21T04:22:35.817Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "ranOk", "namedActor" ], "judgeComment": "FAIL: check namedActor: answer does not contain \"junglee/amazon-reviews-scraper\"" }, { "scenarioId": "amazon-crawler-usage-earbuds-search-url", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:19:47.744Z", "day": "2026-10-21", "traceId": "d98c65015e734c985f15adb1be3dfd7e", "observationId": "92df9b3acbd7ad4b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d98c65015e734c985f15adb1be3dfd7e?observation=92df9b3acbd7ad4b", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "use", "title": "amazon / use / earbuds-search-url", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent listed 10 products in page order with price and rating, and honestly marked the missing prices (positions 2 and 8) as 'Not listed', which matches the harness finding that 2 of 10 items had no price. It also flagged the unusually high prices.", "timestamp": "2026-10-21T04:36:04.906Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent listed 10 products in page order with price and rating, and honestly marked the missing prices (positions 2 and 8) as 'Not listed', which matches the harness finding that 2 of 10 items had no price. It also flagged the unusually high prices.", "timestamp": "2026-10-21T04:36:04.868Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-21T04:36:04.826Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:36:04.788Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The get-dataset-items preview shows price:null for B0HCTKSSQK, and the harness field check failed on 2 of 10 items. Some earbuds also carry implausible prices such as $299.99, so the Actor's price output is incomplete and unreliable.", "timestamp": "2026-10-21T04:36:04.750Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-21T04:36:04.717Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent listed 10 products in page order with price and rating, and honestly marked the missing prices (positions 2 and 8) as 'Not listed', which matches the harness finding that 2 of 10 items had no price. It also flagged the unusually high prices.", "timestamp": "2026-10-21T04:36:04.670Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used three direct calls (details, run, fetch items) with no repetition, and requested only the fields it needed.", "timestamp": "2026-10-21T04:36:04.602Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The visible dataset preview matches the answer rows, for example B0G8HCFDCB at $16.98 with 4.3 stars and B0HC6XSLMG at $299.99 with 4.8 stars (59 reviews). The null price on B0HCTKSSQK is reported as 'Not listed' rather than invented.", "timestamp": "2026-10-21T04:36:04.569Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The input put the search URL in categoryOrProductUrls[0].url and set maxItemsPerStartUrl to 10; the harness checks searchUrl and cap both passed.", "timestamp": "2026-10-21T04:36:04.530Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the Actor details with fetch-actor-details, ran junglee/amazon-crawler via call-actor as the prompt required, and fetched the results with get-dataset-items.", "timestamp": "2026-10-21T04:36:04.497Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-crawler-usage-earbuds-search-url", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:20:49.340Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-21T04:20:49.305Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+[.,]\\d{2}/", "timestamp": "2026-10-21T04:20:49.265Z", "metadata": {} }, "check.field": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 2 of 10 items fail price exists undefined", "timestamp": "2026-10-21T04:20:49.224Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-21T04:20:49.182Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxItemsPerStartUrl", "timestamp": "2026-10-21T04:20:49.138Z", "metadata": {} }, "check.searchUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): categoryOrProductUrls[0].url", "timestamp": "2026-10-21T04:20:49.102Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:20:49.029Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/Amazon-crawler, junglee/amazon-crawler", "timestamp": "2026-10-21T04:20:48.924Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "field" ], "judgeComment": "PASS: The agent listed 10 products in page order with price and rating, and honestly marked the missing prices (positions 2 and 8) as 'Not listed', which matches the harness finding that 2 of 10 items had no price. It also flagged the unusually high prices." }, { "scenarioId": "amazon-crawler-discovery-wireless-earbuds", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:19:59.330Z", "day": "2026-10-21", "traceId": "8b925964a19539715aa7fae10fb15be9", "observationId": "ab490e7292dffe25", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8b925964a19539715aa7fae10fb15be9?observation=ab490e7292dffe25", "subject": "junglee/amazon-crawler", "owner": "video", "skill": "find", "title": "amazon / find / wireless-earbuds", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check namedActor: answer does not contain \"junglee/amazon-crawler\"", "timestamp": "2026-10-21T04:36:01.094Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check namedActor: answer does not contain \"junglee/amazon-crawler\"", "timestamp": "2026-10-21T04:36:00.992Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: curious_coder/amazon-scraper", "timestamp": "2026-10-21T04:36:00.959Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-21T04:36:00.924Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:36:00.886Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check namedActor: answer does not contain \"junglee/amazon-crawler\"; check shape: answer does not match /\\d+[.,]\\d{2}/", "timestamp": "2026-10-21T04:36:00.849Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "14 tool calls valid", "timestamp": "2026-10-21T04:36:00.812Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final message is just a progress sentence ('I'm trying a second product scraper for JBL's unreturned price'), with no top-10 list, no prices or ratings, and no 'Actor:' line; the namedActor and shape checks failed.", "timestamp": "2026-10-21T04:36:00.775Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made 14 tool calls and 4 Actor runs (checks expect at most 3), re-fetched the same dataset several times, launched a slow deepScrape run, polled it twice and ran out of turns.", "timestamp": "2026-10-21T04:36:00.741Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first search results mixed wired products and a price was missing for JBL; the agent switched to the bestsellers URL and tried a single-product lookup, a reasonable response to these gaps, though the deep-scrape run stayed RUNNING.", "timestamp": "2026-10-21T04:36:00.690Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent read real dataset items (e.g. AirPods Pro 3 $199 4.4 stars, TOZO A1 $13.96) and did not invent values, but it never compiled them into a final list.", "timestamp": "2026-10-21T04:36:00.646Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Inputs were well-formed (urls array, deepScrape, count) and pointed at a search URL and the real earbud bestsellers URL, though the deepScrape run with count 25 spawned a long RUNNING run and the first search URL gave noisy results.", "timestamp": "2026-10-21T04:36:00.613Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "Search surfaced junglee/Amazon-crawler first, but the agent chose curious_coder/amazon-scraper instead and used it for all four runs; that actor does scrape Amazon bestseller pages, so it was functional, but it was not the intended Actor.", "timestamp": "2026-10-21T04:36:00.565Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "amazon-crawler-discovery-wireless-earbuds", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:24:17.678Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: namedActor, shape", "timestamp": "2026-10-21T04:24:17.645Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\d+[.,]\\d{2}/", "timestamp": "2026-10-21T04:24:17.606Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 4 Actor run(s), expected at most 3", "timestamp": "2026-10-21T04:24:17.569Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"junglee/amazon-crawler\"", "timestamp": "2026-10-21T04:24:17.528Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used junglee/Amazon-crawler", "timestamp": "2026-10-21T04:24:17.478Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [ "shape", "ranOk", "namedActor" ], "judgeComment": "FAIL: check namedActor: answer does not contain \"junglee/amazon-crawler\"" }, { "scenarioId": "website-content-crawler-usage-platform-section-html", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:20:19.749Z", "day": "2026-10-21", "traceId": "3b944721b09f0dddd54224bc1f0f08f5", "observationId": "cebc68756594775f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/3b944721b09f0dddd54224bc1f0f08f5?observation=cebc68756594775f", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "use", "title": "website-content / use / platform-section-html", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: apify/website-content-crawler run : CALL-FAILED", "timestamp": "2026-10-21T04:35:57.412Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: apify/website-content-crawler run : CALL-FAILED", "timestamp": "2026-10-21T04:35:57.315Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-21T04:35:57.277Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:35:57.236Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: apify/website-content-crawler run : CALL-FAILED", "timestamp": "2026-10-21T04:35:57.203Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-21T04:35:57.171Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "Only 1 of the requested up to 10 pages was crawled, probably because useSitemaps was false and the adaptive crawler did not follow links, and the agent just reported it. The HTML claim is backed by an htmlUrl, but saveHtml was not set per the harness, and the agent did not flag the thin result or try a fix.", "timestamp": "2026-10-21T04:35:57.140Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was direct, with one schema fetch, one failed call, one retry, one poll and one dataset fetch, but the agent did not investigate why only 1 page was crawled despite a 10-page cap.", "timestamp": "2026-10-21T04:35:57.106Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "After the first call-actor failed validation on glob format, the agent switched to the {glob: ...} object format and the second call started a run that succeeded.", "timestamp": "2026-10-21T04:35:57.066Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer reproduces the text from the dataset item and the htmlUrl from the tool result, with no invented data; the only deviation is a slightly altered last sentence ('core of Apify' instead of 'core of the Apify platform').", "timestamp": "2026-10-21T04:35:57.029Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The start URL, includeUrlGlobs and maxCrawlPages were correct in the retry, but the agent used saveHtmlAsFile instead of saveHtml (the harness flagged saveHtml as missing), and its first call used malformed string globs and failed validation.", "timestamp": "2026-10-21T04:35:56.996Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, call-actor, get-actor-run and get-dataset-items on apify/website-content-crawler, the requested Actor, and those tools suit the task.", "timestamp": "2026-10-21T04:35:56.963Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "website-content-crawler-usage-platform-section-html", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:21:51.588Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-21T04:21:51.549Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 items ok", "timestamp": "2026-10-21T04:21:51.506Z", "metadata": {} }, "check.saveHtml": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/website-content-crawler: saveHtml is missing (expected true); apify/website-content-crawler: saveHtml is missing (expected true)", "timestamp": "2026-10-21T04:21:51.464Z", "metadata": {} }, "check.sectionFilter": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): includeUrlGlobs", "timestamp": "2026-10-21T04:21:51.429Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxCrawlPages", "timestamp": "2026-10-21T04:21:51.384Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): startUrls[0].url", "timestamp": "2026-10-21T04:21:51.278Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/website-content-crawler run : CALL-FAILED", "timestamp": "2026-10-21T04:21:51.241Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/website-content-crawler", "timestamp": "2026-10-21T04:21:51.159Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "saveHtml", "ranOk" ], "judgeComment": "FAIL: check ranOk: apify/website-content-crawler run : CALL-FAILED" }, { "scenarioId": "website-content-crawler-discovery-docs-knowledge-base", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:20:39.318Z", "day": "2026-10-21", "traceId": "930c68a9dcd385ff5842ca2f1f128737", "observationId": "77846432b03c8c2d", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/930c68a9dcd385ff5842ca2f1f128737?observation=77846432b03c8c2d", "subject": "apify/website-content-crawler", "owner": "universe", "skill": "find", "title": "website-content / find / docs-knowledge-base", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used s3nafps/ai-ready-webpage-extractor; expected apify/website-content-crawler", "timestamp": "2026-10-21T04:35:54.118Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used s3nafps/ai-ready-webpage-extractor; expected apify/website-content-crawler", "timestamp": "2026-10-21T04:35:54.020Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "s3nafps/ai-ready-webpage-extractor", "comment": "Actors the agent ran: s3nafps/ai-ready-webpage-extractor", "timestamp": "2026-10-21T04:35:53.985Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-21T04:35:53.927Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:35:53.891Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used s3nafps/ai-ready-webpage-extractor; expected apify/website-content-crawler", "timestamp": "2026-10-21T04:35:53.837Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-21T04:35:53.795Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported 20 pages, five real titles, and the Actor line, but it used the wrong Actor (s3nafps/ai-ready-webpage-extractor rather than apify/website-content-crawler), so the namedActor and rightActor checks fail even though the output is grounded.", "timestamp": "2026-10-21T04:35:53.756Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was direct: search, fetch details, call, and get items. The two get-dataset-items calls were slightly redundant, since the titles could have come from the first call, but this is minor.", "timestamp": "2026-10-21T04:35:53.721Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The five titles in the final answer (Apify Academy, Web scraping with AI and Apify, etc.) appear verbatim in the get-dataset-items output, and the 20-page count matches the dataset's itemCount of 20.", "timestamp": "2026-10-21T04:35:53.598Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The inputs match the chosen Actor's own schema (urls, maxPages:20, urlMustContain:/academy, outputFormat markdown), and the cap and start URL were correctly set for it. The deterministic startUrl and pageCap checks fail only because they look for the expected Actor's field names (startUrls, maxCrawlPages).", "timestamp": "2026-10-21T04:35:53.563Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used s3nafps/ai-ready-webpage-extractor, a third-party Markdown/RAG crawler, instead of the expected apify/website-content-crawler (rightActor FAIL). The search used only one query, 'website Markdown', with limit 5, so the official Actor was never surfaced or compared. The chosen Actor is nonetheless designed for LLM-ready text.", "timestamp": "2026-10-21T04:35:53.498Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "website-content-crawler-discovery-docs-knowledge-base", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:21:28.633Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, startUrl", "timestamp": "2026-10-21T04:21:28.599Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): s3nafps/ai-ready-webpage-extractor: maxCrawlPages is missing (expected at most 20)", "timestamp": "2026-10-21T04:21:28.557Z", "metadata": {} }, "check.startUrl": { "value": 0, "stringValue": null, "comment": "FAIL: s3nafps/ai-ready-webpage-extractor: startUrls[0].url is missing (expected to match /docs\\.apify\\.com/academy/)", "timestamp": "2026-10-21T04:21:28.521Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:21:28.474Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/website-content-crawler\"", "timestamp": "2026-10-21T04:21:28.380Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used s3nafps/ai-ready-webpage-extractor; expected apify/website-content-crawler", "timestamp": "2026-10-21T04:21:28.272Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "s3nafps/ai-ready-webpage-extractor", "infraOk": true, "failedChecks": [ "pageCap", "startUrl", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used s3nafps/ai-ready-webpage-extractor; expected apify/website-content-crawler" }, { "scenarioId": "web-scraper-usage-coinmarketcap-top-ten", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:20:49.380Z", "day": "2026-10-21", "traceId": "b849170438fe625e6096d3c086e931bd", "observationId": "95cb9dedaff442b9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b849170438fe625e6096d3c086e931bd?observation=95cb9dedaff442b9", "subject": "apify/web-scraper", "owner": "universe", "skill": "use", "title": "web / use / coinmarketcap-top-ten", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-21T04:35:53.520Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-21T04:35:53.416Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-21T04:35:53.379Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-21T04:35:53.341Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-21T04:35:53.309Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-21T04:35:53.274Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer lists 10 names and prices with real scraped values from run YTE0JCad9dwVs4OUp via apify/web-scraper on one page, matching the price regex.", "timestamp": "2026-10-21T04:35:53.239Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "It took 3 Actor runs where at most 2 were expected (ranOk FAIL); the first failed from guessing the API, and the second came from guessing column indices without a test of the DOM structure.", "timestamp": "2026-10-21T04:35:53.199Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The agent diagnosed the `page` undefined error from the dataset error and switched to document DOM access, then spotted the shifted columns in run 2's output (name=\"1\", price=\"Bitcoin...\") and fixed the cell indices and rank filter.", "timestamp": "2026-10-21T04:35:53.162Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table matches the third run's dataset items exactly (Bitcoin $82,720.35 through Hyperliquid $80.89); nothing was invented, and the agent discarded the misaligned data from run 2.", "timestamp": "2026-10-21T04:35:53.125Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "Start URL and pageFunction were valid and the final input worked, but the first pageFunction used an undefined `page` (web-scraper doesn't expose it), the second used wrong column indices, and maxPagesPerCrawl was missing on all 3 runs per the deterministic check (maxRequestsPerCrawl:1 was set instead).", "timestamp": "2026-10-21T04:35:53.086Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the Actor details via fetch-actor-details, then used call-actor, get-actor-run and get-dataset-items on apify/web-scraper, as the task required.", "timestamp": "2026-10-21T04:35:53.046Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "web-scraper-usage-coinmarketcap-top-ten", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:23:55.119Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-21T04:23:55.072Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\$\\s?\\d[\\d,]*\\.\\d{2}/", "timestamp": "2026-10-21T04:23:55.015Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 20 items ok", "timestamp": "2026-10-21T04:23:54.942Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/web-scraper: maxPagesPerCrawl is missing (expected at most 3); apify/web-scraper: maxPagesPerCrawl is missing (expected at most 3); apify/web-scraper: maxPagesPerCrawl is missing (expected at most 3)", "timestamp": "2026-10-21T04:23:54.914Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): pageFunction", "timestamp": "2026-10-21T04:23:54.879Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): startUrls[0].url", "timestamp": "2026-10-21T04:23:54.821Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-21T04:23:54.709Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/web-scraper", "timestamp": "2026-10-21T04:23:54.627Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "pageCap", "ranOk" ], "judgeComment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2" }, { "scenarioId": "web-scraper-discovery-waterstones-headless", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:21:16.553Z", "day": "2026-10-21", "traceId": "bd7bd343e2b335ce7950004d0650493b", "observationId": "a44442bcb8df470f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/bd7bd343e2b335ce7950004d0650493b?observation=a44442bcb8df470f", "subject": "apify/web-scraper", "owner": "universe", "skill": "find", "title": "web / find / waterstones-headless", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run jxsrQTDihdT6Qvhtx (eszetael_lab/reliable-playwright-scraper) FAILED", "timestamp": "2026-10-21T04:35:50.573Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:35:50.480Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The search-actors call with 'website browser scrape' (limit 5) returned a job-extractor Actor, and the agent then picked eszetael_lab/reliable-playwright-scraper without ever surfacing apify/web-scraper.", "timestamp": "2026-10-21T04:35:50.437Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 0, "stringValue": null, "comment": "call-actor: data must NOT have additional properties, data must NOT have additional properties, data must NOT have additional properties, data must NOT have additional properties, data must NOT have additional properties, data must NOT have additional properties, data must NOT have additional properties, data must NOT have additional properties, data must NOT have additional properties, data must NOT have additional properties; call-actor: data must NOT have additional properties, data must NOT have additional properties, data must NOT have additional properties, data must NOT have additional properties, data must NOT have additional properties, data must NOT have additional properties, data must NOT have additional properties, data must NOT have additional properties, data must NOT have a", "timestamp": "2026-10-21T04:35:50.400Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent delivered 10 real name and price rows from the first page using a browser, but used the wrong Actor (not apify/web-scraper), so the final Actor line fails the namedActor check.", "timestamp": "2026-10-21T04:35:50.352Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was fairly direct, with 6 calls and one justified retry, but the agent did only one thin search and never looked for or compared better-suited Actors.", "timestamp": "2026-10-21T04:35:50.314Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "After run jxsrQTDihdT6Qvhtx FAILED with a navigation error, the agent diagnosed the failure and retried the same single page with a GB residential proxy, which SUCCEEDED with 10 items.", "timestamp": "2026-10-21T04:35:50.274Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table of 10 names and prices matches the get-dataset-items output (Threshing Day £22.00 ... The Raven and the Reindeer £17.99) with no invented data.", "timestamp": "2026-10-21T04:35:50.234Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The pageFunction input was valid (pageFunction check PASS), but maxPagesPerCrawl was missing (pageCap FAIL). The agent used maxRequestsPerCrawl instead, and the first run omitted proxy configuration for a geo-sensitive site.", "timestamp": "2026-10-21T04:35:50.188Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent ran one vague search ('website browser scrape', limit 5), then picked eszetael_lab/reliable-playwright-scraper, a Python page-function scraper, instead of apify/web-scraper, which the reference expects (rightActor FAIL).", "timestamp": "2026-10-21T04:35:50.150Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "web-scraper-discovery-waterstones-headless", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run jxsrQTDihdT6Qvhtx (eszetael_lab/reliable-playwright-scraper) FAILED", "timestamp": "2026-10-21T04:23:55.843Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-21T04:23:55.805Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): eszetael_lab/reliable-playwright-scraper: maxPagesPerCrawl is missing (expected at most 5); eszetael_lab/reliable-playwright-scraper: maxPagesPerCrawl is missing (expected at most 5)", "timestamp": "2026-10-21T04:23:55.755Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): pageFunction", "timestamp": "2026-10-21T04:23:55.680Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): eszetael_lab/reliable-playwright-scraper run jxsrQTDihdT6Qvhtx: FAILED", "timestamp": "2026-10-21T04:23:55.653Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/web-scraper\"", "timestamp": "2026-10-21T04:23:55.622Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used eszetael_lab/reliable-playwright-scraper; expected apify/web-scraper", "timestamp": "2026-10-21T04:23:55.583Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "schemaValidity", "pageCap", "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "rag-web-browser-usage-sf-startups-markdown", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:21:28.679Z", "day": "2026-10-21", "traceId": "6173bb42345e06390d5508b04f7fcaec", "observationId": "898cd5c549e60c62", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6173bb42345e06390d5508b04f7fcaec?observation=898cd5c549e60c62", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "use", "title": "rag-web-browser / use / sf-startups-markdown", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer is Markdown with 5 results, each with a URL and a two-line summary grounded in the retrieved Google results and page content.", "timestamp": "2026-10-21T04:35:53.854Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer is Markdown with 5 results, each with a URL and a two-line summary grounded in the retrieved Google results and page content.", "timestamp": "2026-10-21T04:35:53.812Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-21T04:35:53.767Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:35:53.701Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed; the only blemishes were the first run's irrelevant fast.com results and the extra run behind the items-count warning, both recovered by the agent's retry.", "timestamp": "2026-10-21T04:35:53.668Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-21T04:35:53.634Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer is Markdown with 5 results, each with a URL and a two-line summary grounded in the retrieved Google results and page content.", "timestamp": "2026-10-21T04:35:53.594Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The retry was justified by the bad first run, and the only redundancy was one extra get-dataset-items call to re-fetch without the large markdown field; the extra run is why the items check shows 10 items instead of at most 5.", "timestamp": "2026-10-21T04:35:53.557Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first run returned unrelated fast.com content and only 4 items; the agent said so and reran with serpMaxRetries, which produced relevant San Francisco startup results.", "timestamp": "2026-10-21T04:35:53.517Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer's URLs and summaries match the second run's dataset, including failory.com, topstartups.io and the Y Combinator page, and it candidly notes that topstartups.io is not San Francisco-specific; the LinkedIn and startups.gallery entries fall beyond the truncated preview but fit the pattern.", "timestamp": "2026-10-21T04:35:53.483Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Both call-actor inputs used the exact query, maxResults 5 and outputFormats [\"markdown\"]; the retry added the valid serpMaxRetries 2, and the deterministic query and cap checks passed.", "timestamp": "2026-10-21T04:35:53.417Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used apify/rag-web-browser as the task required, after checking its schema with fetch-actor-details, then call-actor and get-dataset-items to read the results.", "timestamp": "2026-10-21T04:35:53.379Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "rag-web-browser-usage-sf-startups-markdown", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:22:36.207Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-21T04:22:36.167Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-10-21T04:22:36.134Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 10 items, expected at most 5", "timestamp": "2026-10-21T04:22:36.098Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxResults", "timestamp": "2026-10-21T04:22:36.065Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): query", "timestamp": "2026-10-21T04:22:35.968Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:22:35.921Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/rag-web-browser", "timestamp": "2026-10-21T04:22:35.847Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items" ], "judgeComment": "PASS: The final answer is Markdown with 5 results, each with a URL and a two-line summary grounded in the retrieved Google results and page content." }, { "scenarioId": "rag-web-browser-discovery-web-search-with-sources", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:21:51.625Z", "day": "2026-10-21", "traceId": "81ef6a6b27dbc080a03f900cf3c2c8e8", "observationId": "5212c685e61d4ce9", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/81ef6a6b27dbc080a03f900cf3c2c8e8?observation=5212c685e61d4ce9", "subject": "apify/rag-web-browser", "owner": "universe", "skill": "find", "title": "rag-web-browser / find / web-search-with-sources", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/google-search-scraper, smart-digital/website-content-text-extractor; expected apify/rag-web-browser", "timestamp": "2026-10-21T04:35:47.326Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/google-search-scraper, smart-digital/website-content-text-extractor; expected apify/rag-web-browser", "timestamp": "2026-10-21T04:35:47.227Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/google-search-scraper", "comment": "Actors the agent ran: apify/google-search-scraper, smart-digital/website-content-text-extractor", "timestamp": "2026-10-21T04:35:47.192Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-21T04:35:47.156Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:35:47.122Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/google-search-scraper, smart-digital/website-content-text-extractor; expected apify/rag-web-browser", "timestamp": "2026-10-21T04:35:47.082Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "12 tool calls valid", "timestamp": "2026-10-21T04:35:47.044Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The answer gives a top 5 with a live source URL and quotes, but the final line lists two actors instead of exactly one, and it doesn't name apify/rag-web-browser; the 'Actor:' line violates the format requirement and the quote of the remaining entries is thin.", "timestamp": "2026-10-21T04:35:47.007Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent used 12 tool calls including two actor searches, a two-actor chain, and repeated get-dataset-items calls (one projection returned only url/title), where a single rag-web-browser call would have sufficed.", "timestamp": "2026-10-21T04:35:46.970Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent got the Box Office Mojo and The Numbers tables from the text extractor, but the visible previews show Skyfall $304M domestic figures and AI overview values like Spectre $879.6M; the final numbers (e.g., $879,077,344, $594,420,216) are plausibly from the truncated The Numbers table, and Skyfall $1,110,526,981 matches the AI overview, so the data appears grounded, though only one source was quoted and the other quotes are asserted rather than shown.", "timestamp": "2026-10-21T04:35:46.934Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "Inputs were well-formed (queries string, startUrls array), but the deterministic query check FAILED because neither run had a 'query' field; the agent also guessed the Box Office Mojo URL and the-numbers URL rather than taking them from search results.", "timestamp": "2026-10-21T04:35:46.892Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched for 'Google search' and then 'web page content scraper', never finding apify/rag-web-browser, and chained google-search-scraper with smart-digital/website-content-text-extractor instead; the rightActor check FAILED, though the tools could do the job in two steps.", "timestamp": "2026-10-21T04:35:46.854Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "rag-web-browser-discovery-web-search-with-sources", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:24:15.208Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor, query", "timestamp": "2026-10-21T04:24:15.145Z", "metadata": {} }, "check.sources": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /https?:///", "timestamp": "2026-10-21T04:24:15.118Z", "metadata": {} }, "check.query": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper: query is missing (expected to be set); smart-digital/website-content-text-extractor: query is missing (expected to be set)", "timestamp": "2026-10-21T04:24:15.082Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:24:15.047Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/rag-web-browser\"", "timestamp": "2026-10-21T04:24:14.917Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/google-search-scraper, smart-digital/website-content-text-extractor; expected apify/rag-web-browser", "timestamp": "2026-10-21T04:24:14.837Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/google-search-scraper", "infraOk": true, "failedChecks": [ "query", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/google-search-scraper, smart-digital/website-content-text-extractor; expected apify/rag-web-browser" }, { "scenarioId": "cheerio-scraper-usage-foyles-manga-two-hops", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:22:36.079Z", "day": "2026-10-21", "traceId": "b55645405b4ee675be4036a08a97cadf", "observationId": "c1c4698ed4e5405a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b55645405b4ee675be4036a08a97cadf?observation=c1c4698ed4e5405a", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "use", "title": "cheerio / use / foyles-manga-two-hops", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-21T04:35:46.492Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-21T04:35:46.370Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-21T04:35:46.339Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:35:46.303Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-21T04:35:46.259Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-21T04:35:46.198Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "No book items were retrieved (0 dataset items), so the user got none of the 5 title/price JSON objects they asked for, though the failure was reported honestly.", "timestamp": "2026-10-21T04:35:46.164Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "There were 3 Actor run attempts, exceeding the allowed 2 (ranOk FAIL), and the first was a wasted call on a schema-required field; the retries were otherwise reasonable.", "timestamp": "2026-10-21T04:35:46.129Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "After the proxy validation error and the 403 block, the agent retried with Apify Proxy and then residential GB proxy, checked the dataset error details, and honestly reported the failure; it did not try another approach such as a different Actor or a Cheerio-independent route.", "timestamp": "2026-10-21T04:35:46.095Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent inspected the dataset items, saw the 403 errors, and reported them accurately without inventing any books, titles, or prices.", "timestamp": "2026-10-21T04:35:46.057Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call omitted a usable proxyConfiguration (useApifyProxy:false) and was rejected; the later calls had valid input, with the correct start URL, maxCrawlingDepth 2, maxPagesPerCrawl 20, and a sensible pageFunction.", "timestamp": "2026-10-21T04:35:46.026Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the details of apify/cheerio-scraper, the Actor named in the prompt, then used call-actor and get-dataset-items to run it and inspect the output.", "timestamp": "2026-10-21T04:35:45.991Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "cheerio-scraper-usage-foyles-manga-two-hops", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:23:59.730Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-21T04:23:59.691Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 0 items, expected at least 1", "timestamp": "2026-10-21T04:23:59.657Z", "metadata": {} }, "check.pageCap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 3 run(s): maxPagesPerCrawl", "timestamp": "2026-10-21T04:23:59.616Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 3 run(s): maxCrawlingDepth", "timestamp": "2026-10-21T04:23:59.581Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): pageFunction", "timestamp": "2026-10-21T04:23:59.549Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 3 run(s): startUrls[0].url", "timestamp": "2026-10-21T04:23:59.507Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 3 Actor run(s), expected at most 2", "timestamp": "2026-10-21T04:23:59.473Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/cheerio-scraper", "timestamp": "2026-10-21T04:23:59.415Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "ranOk" ], "judgeComment": "FAIL: check ranOk: 3 Actor run(s), expected at most 2" }, { "scenarioId": "cheerio-scraper-discovery-ikea-static-catalog", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:22:36.240Z", "day": "2026-10-21", "traceId": "f659c90cbf4a9064601a7052b2e9bedb", "observationId": "0b4a82c57b22ccaf", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/f659c90cbf4a9064601a7052b2e9bedb?observation=0b4a82c57b22ccaf", "subject": "apify/cheerio-scraper", "owner": "universe", "skill": "find", "title": "cheerio / find / ikea-static-catalog", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/beautifulsoup-scraper; expected apify/cheerio-scraper", "timestamp": "2026-10-21T04:35:43.622Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/beautifulsoup-scraper; expected apify/cheerio-scraper", "timestamp": "2026-10-21T04:35:43.519Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/beautifulsoup-scraper", "comment": "Actors the agent ran: apify/beautifulsoup-scraper", "timestamp": "2026-10-21T04:35:43.477Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-21T04:35:43.441Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:35:43.392Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/beautifulsoup-scraper; expected apify/cheerio-scraper", "timestamp": "2026-10-21T04:35:43.354Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-21T04:35:43.307Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The user got 10 real names and prices from the requested page via a lightweight scraper, but the answer names beautifulsoup-scraper rather than the expected apify/cheerio-scraper (namedActor FAIL), and no page cap was set.", "timestamp": "2026-10-21T04:35:43.262Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was direct with four calls (search, details, run, fetch items) and no repetition.", "timestamp": "2026-10-21T04:35:43.228Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table matches the 10 items returned by get-dataset-items exactly, with only the '£ 149' spacing normalized to '£149', so nothing was invented.", "timestamp": "2026-10-21T04:35:43.185Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "Inputs were well-formed (startUrls, maxCrawlingDepth 0, a Python pageFunction), but the pageCap check failed because maxPagesPerCrawl was missing, although depth 0 and an empty linkSelector limit the crawl to one page in practice.", "timestamp": "2026-10-21T04:35:43.147Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose apify/beautifulsoup-scraper, a Python HTTP scraper, instead of the expected apify/cheerio-scraper (rightActor FAIL); it is lightweight and non-browser, but it is not the intended Actor, and the search used generic keywords 'web scraper HTML' and never looked for Cheerio.", "timestamp": "2026-10-21T04:35:43.110Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "cheerio-scraper-discovery-ikea-static-catalog", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:23:14.079Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-21T04:23:14.044Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/beautifulsoup-scraper: maxPagesPerCrawl is missing (expected at most 5)", "timestamp": "2026-10-21T04:23:14.009Z", "metadata": {} }, "check.pageFunction": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): pageFunction", "timestamp": "2026-10-21T04:23:13.971Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:23:13.935Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/cheerio-scraper\"", "timestamp": "2026-10-21T04:23:13.846Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/beautifulsoup-scraper; expected apify/cheerio-scraper", "timestamp": "2026-10-21T04:23:13.690Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/beautifulsoup-scraper", "infraOk": true, "failedChecks": [ "pageCap", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/beautifulsoup-scraper; expected apify/cheerio-scraper" }, { "scenarioId": "ai-web-scraper-usage-apify-store-first-page", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:23:14.108Z", "day": "2026-10-21", "traceId": "6eb2b5f126dd074ebda4e9ebf16a7cd4", "observationId": "79173345ef510274", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/6eb2b5f126dd074ebda4e9ebf16a7cd4?observation=79173345ef510274", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "use", "title": "ai-web / use / apify-store-first-page", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check ranOk: 6 Actor run(s), expected at most 2", "timestamp": "2026-10-21T04:35:39.418Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check ranOk: 6 Actor run(s), expected at most 2", "timestamp": "2026-10-21T04:35:39.312Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-21T04:35:39.265Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:35:39.225Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "error-messages", "comment": "check ranOk: 6 Actor run(s), expected at most 2", "timestamp": "2026-10-21T04:35:39.192Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "16 tool calls valid", "timestamp": "2026-10-21T04:35:39.156Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is 'Three batches completed; I'm collecting their outputs...' with no table of names, descriptions, ratings and users; the task was not delivered.", "timestamp": "2026-10-21T04:35:39.124Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The first run already succeeded with a dataset of listings, yet the agent launched 5 more Actor runs (6 total vs expected at most 2) and ran out of turns, with 16 tool calls.", "timestamp": "2026-10-21T04:35:39.085Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "Runs 2 and 5 returned 0 items or empty data (e.g. 'data':[] for the 41-50 batch), and the field-projected get-dataset-items returned an empty {} object; the agent's recovery was to re-run the Actor in many batches rather than use the data it already had, and it never reconciled the results.", "timestamp": "2026-10-21T04:35:39.047Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "Retrieved data from the first dataset (TikTok Scraper 4.7/348K, Instagram, etc.) and other batches was real, but the agent never compiled it into a table; the final answer is just a progress message.", "timestamp": "2026-10-21T04:35:39.008Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "Inputs used startUrls, extractionMode single and a sensible prompt, but maxPagesToVisit was missing on all 6 runs (onePage check FAIL), and the later 'listings 1-10' batch prompts were poorly conceived given the first run already returned data.", "timestamp": "2026-10-21T04:35:38.966Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used apify/ai-web-scraper as the task required, with fetch-actor-details first, then call-actor, get-actor-run and get-dataset-items, all appropriate.", "timestamp": "2026-10-21T04:35:38.922Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "ai-web-scraper-usage-apify-store-first-page", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:27:48.289Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-21T04:27:48.254Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS (warn): 6 items ok", "timestamp": "2026-10-21T04:27:48.219Z", "metadata": {} }, "check.onePage": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/ai-web-scraper: maxPagesToVisit is missing (expected at most 3); apify/ai-web-scraper: maxPagesToVisit is missing (expected at most 3); apify/ai-web-scraper: maxPagesToVisit is missing (expected at most 3); apify/ai-web-scraper: maxPagesToVisit is missing (expected at most 3); apify/ai-web-scraper: maxPagesToVisit is missing (expected at most 3); apify/ai-web-scraper: maxPagesToVisit is missing (expected at most 3)", "timestamp": "2026-10-21T04:27:48.182Z", "metadata": {} }, "check.promptGiven": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 6 run(s): prompt", "timestamp": "2026-10-21T04:27:48.144Z", "metadata": {} }, "check.startUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 6 run(s): startUrls[0].url", "timestamp": "2026-10-21T04:27:48.046Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: 6 Actor run(s), expected at most 2", "timestamp": "2026-10-21T04:27:48.008Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/ai-web-scraper", "timestamp": "2026-10-21T04:27:47.916Z", "metadata": {} } }, "verdict": "fail", "fixArea": "error-messages", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "onePage", "ranOk" ], "judgeComment": "FAIL: check ranOk: 6 Actor run(s), expected at most 2" }, { "scenarioId": "ai-web-scraper-discovery-climate-articles-three-sites", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:23:55.151Z", "day": "2026-10-21", "traceId": "fb0a177fa27cafe8daab79079f9b5bce", "observationId": "e9ef5f4dad544c71", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/fb0a177fa27cafe8daab79079f9b5bce?observation=e9ef5f4dad544c71", "subject": "apify/ai-web-scraper", "owner": "universe", "skill": "find", "title": "ai-web / find / climate-articles-three-sites", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: Actor run Epvz5Q5EnnCVnUnnN (xmolodtsov/google-news-scraper) FAILED", "timestamp": "2026-10-21T04:35:37.265Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:35:37.159Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The search-actors call with keywords 'news articles' surfaced news scrapers such as automation-lab/news-article-extractor and the Google News scrapers, not apify/ai-web-scraper. The agent then chained runs of the wrong actors, so a no-selector, describe-what-you-want extractor needs to rank higher for this kind of request.", "timestamp": "2026-10-21T04:35:37.122Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "14 tool calls valid", "timestamp": "2026-10-21T04:35:37.083Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is only an intermediate status sentence. It gives no per-site counts, no three examples and no 'Actor:' line.", "timestamp": "2026-10-21T04:35:37.046Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "There were 6 Actor runs against an expected maximum of 3, across three different actors with repeated runs of the same actors, and the agent ran out of turns before finishing.", "timestamp": "2026-10-21T04:35:37.009Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "It fixed the URL format after the validation error and switched actors after the empty result and the blocked run. But it repeated the same actors and ended with a run still RUNNING, never trying a describe-what-you-want actor.", "timestamp": "2026-10-21T04:35:36.972Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items and noticed that the Guardian results were section pages and BBC returned nothing. It did not invent data, but it never produced a final report from the retrieved items.", "timestamp": "2026-10-21T04:35:36.935Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The first call used URL objects and failed validation. Later calls ran without any prompt. The site: queries were bent to fit Google News tools, and the RSS URLs in the last call differ from the user's URLs and omit Reuters.", "timestamp": "2026-10-21T04:35:36.880Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched with the generic keyword 'news articles' and picked automation-lab/news-article-extractor, then Google News scrapers, never discovering apify/ai-web-scraper, the describe-what-you-want extractor. The Google News scrapers don't fit the request to scrape these three sites directly.", "timestamp": "2026-10-21T04:35:36.839Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "ai-web-scraper-discovery-climate-articles-three-sites", "notApplicable": [], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "Actor run Epvz5Q5EnnCVnUnnN (xmolodtsov/google-news-scraper) FAILED", "timestamp": "2026-10-21T04:26:30.297Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-21T04:26:30.264Z", "metadata": {} }, "check.pageCap": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: maxPagesToVisit is missing (expected at most 20); automation-lab/news-article-extractor: maxPagesToVisit is missing (expected at most 20); scrapesage/google-news-scraper: maxPagesToVisit is missing (expected at most 20); xmolodtsov/google-news-scraper: maxPagesToVisit is missing (expected at most 20); scrapesage/google-news-scraper: maxPagesToVisit is missing (expected at most 20); automation-lab/news-article-extractor: maxPagesToVisit is missing (expected at most 20)", "timestamp": "2026-10-21T04:26:30.225Z", "metadata": {} }, "check.promptGiven": { "value": 0, "stringValue": null, "comment": "FAIL (warn): automation-lab/news-article-extractor: prompt is missing (expected to be set); automation-lab/news-article-extractor: prompt is missing (expected to be set); scrapesage/google-news-scraper: prompt is missing (expected to be set); xmolodtsov/google-news-scraper: prompt is missing (expected to be set); scrapesage/google-news-scraper: prompt is missing (expected to be set); automation-lab/news-article-extractor: prompt is missing (expected to be set)", "timestamp": "2026-10-21T04:26:30.191Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): 6 Actor run(s), expected at most 3", "timestamp": "2026-10-21T04:26:30.154Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/ai-web-scraper\"", "timestamp": "2026-10-21T04:26:30.075Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used automation-lab/news-article-extractor, scrapesage/google-news-scraper, xmolodtsov/google-news-scraper; expected apify/ai-web-scraper", "timestamp": "2026-10-21T04:26:29.991Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "pageCap", "promptGiven", "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "zillow-zip-search-discovery-scottsdale", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:23:55.873Z", "day": "2026-10-21", "traceId": "1bf8d9dc852b86a8d46f2a95ddbeaf19", "observationId": "3f3e91b9cabea927", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1bf8d9dc852b86a8d46f2a95ddbeaf19?observation=3f3e91b9cabea927", "subject": "maxcopell/zillow-zip-search", "owner": "socials", "skill": "find", "title": "zillow-zip-search / find / scottsdale", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used alizarin_refrigerator-owner/zillow-scraper, bgfc97/zillow-real-estate-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-21T04:35:41.693Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used alizarin_refrigerator-owner/zillow-scraper, bgfc97/zillow-real-estate-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-21T04:35:41.584Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "alizarin_refrigerator-owner/zillow-scraper", "comment": "Actors the agent ran: alizarin_refrigerator-owner/zillow-scraper, bgfc97/zillow-real-estate-scraper", "timestamp": "2026-10-21T04:35:41.543Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-21T04:35:41.502Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-21T04:35:41.427Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used alizarin_refrigerator-owner/zillow-scraper, bgfc97/zillow-real-estate-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-21T04:35:41.383Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "7 tool calls valid", "timestamp": "2026-10-21T04:35:41.342Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer lists 10 addresses with prices, all under $800K and in 85251, grounded in retrieved data, and ends with the required 'Actor:' line. The Actor named is not the intended maxcopell one, but the deterministic checks already record that.", "timestamp": "2026-10-21T04:35:41.296Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "There were 7 tool calls: search, details, run, dataset check, details for the second actor, run, and dataset fetch. The only detour was the empty first actor, and the dataset check followed the run's nextStep hint.", "timestamp": "2026-10-21T04:35:41.258Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first actor run SUCCEEDED with 0 items and the agent confirmed the empty dataset with get-dataset-items. It then switched to a different Zillow actor that returned data.", "timestamp": "2026-10-21T04:35:41.218Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table's addresses and prices come from the dataset of run i38z1ocpcOHWVloNG; the preview shows entries such as 4950 N Miller Road #240 at $170,000, and only listings under $800K were kept.", "timestamp": "2026-10-21T04:35:41.181Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call used zipCode 85251, priceMax 799999, listingStatus for_sale and maxResults 10, and the second used locations [\"85251\"] with maxResults 50. Both match the input schemas it read, and it filtered by price afterward because the second actor has no price filter.", "timestamp": "2026-10-21T04:35:41.146Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent ran one generic search (\"Zillow homes listings\", limit 5) and took the top third-party result (alizarin_refrigerator-owner/zillow-scraper), then bgfc97/zillow-real-estate-scraper; it never used the maxcopell/zillow family, which the harness records as a discovery miss (rightActor FAIL).", "timestamp": "2026-10-21T04:35:41.107Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "zillow-zip-search-discovery-scottsdale", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:25:31.244Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-21T04:25:31.207Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 2 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:25:31.174Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"maxcopell/zillow\"", "timestamp": "2026-10-21T04:25:31.135Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used alizarin_refrigerator-owner/zillow-scraper, bgfc97/zillow-real-estate-scraper; expected ^maxcopell/zillow", "timestamp": "2026-10-21T04:25:31.091Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "alizarin_refrigerator-owner/zillow-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used alizarin_refrigerator-owner/zillow-scraper, bgfc97/zillow-real-estate-scraper; expected ^maxcopell/zillow" }, { "scenarioId": "instagram-scraper-usage-engagement-nasa", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:23:59.767Z", "day": "2026-10-21", "traceId": "17e8a3ea5b05d6e962cdea5ceb9af5a4", "observationId": "daf22b6c38596125", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/17e8a3ea5b05d6e962cdea5ceb9af5a4?observation=daf22b6c38596125", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "use", "title": "instagram / use / engagement-nasa", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 2 numbers not in Actor output: 454,114", "timestamp": "2026-10-21T04:35:39.788Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 2 numbers not in Actor output: 454,114", "timestamp": "2026-10-21T04:35:39.684Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-21T04:35:39.649Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-21T04:35:39.615Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 2 numbers not in Actor output: 454,114", "timestamp": "2026-10-21T04:35:39.579Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-21T04:35:39.540Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer gives the real follower count (within 2% of the reference), a correctly computed average likes per recent post, and an interpretation of engagement as a share of followers. It runs slightly longer than one sentence but is coherent and grounded.", "timestamp": "2026-10-21T04:35:39.506Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made one details lookup, two actor runs (profile and posts), and two dataset fetches, with no repetition. Separate runs were reasonable because the posts output lacks follower counts.", "timestamp": "2026-10-21T04:35:39.469Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent reported followersCount 104,373,445 from the details dataset. Its average of 454,114 matches the sum of the 12 likesCount values (5,449,366 / 12 = 454,113.8). The 0.44% ratio is also correct, so the 'grounded' FAIL on 454,114 only reflects that the figure is a computed value that does not appear in the raw output.", "timestamp": "2026-10-21T04:35:39.429Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The agent ran one call with resultsType 'details' and one with resultsType 'posts' and resultsLimit 12, both on directUrls ['https://www.instagram.com/nasa/']. The harness confirms profileUrl input was ok on both runs, and it requested only the needed fields from the datasets.", "timestamp": "2026-10-21T04:35:39.391Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used apify/instagram-scraper as instructed, reading its details first and then fetching results with get-dataset-items.", "timestamp": "2026-10-21T04:35:39.315Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-scraper-usage-engagement-nasa", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:25:03.563Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-21T04:25:03.523Z", "metadata": {} }, "check.followers": { "value": 1, "stringValue": null, "comment": "PASS: followersCount within 2%", "timestamp": "2026-10-21T04:25:03.486Z", "metadata": {} }, "check.grounded": { "value": 0.5, "stringValue": null, "comment": "FAIL: 1 of 2 numbers not in Actor output: 454,114", "timestamp": "2026-10-21T04:25:03.447Z", "metadata": {} }, "check.profileUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): directUrls[0]", "timestamp": "2026-10-21T04:25:03.412Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:25:03.375Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-scraper", "timestamp": "2026-10-21T04:25:03.275Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d[\\d,]{5,}/", "timestamp": "2026-10-21T04:25:03.196Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 2 numbers not in Actor output: 454,114" }, { "scenarioId": "instagram-scraper-discovery-nasa-posts", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:24:15.237Z", "day": "2026-10-21", "traceId": "705fc3b9cc7036f5bcc39e018ea5b3fc", "observationId": "6a7d124ac6c7ab77", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/705fc3b9cc7036f5bcc39e018ea5b3fc?observation=6a7d124ac6c7ab77", "subject": "apify/instagram-scraper", "owner": "socials", "skill": "find", "title": "instagram / find / nasa-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-21T04:35:29.896Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-21T04:35:29.780Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "apify/instagram-post-scraper", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-21T04:35:29.746Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-21T04:35:29.708Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:35:29.669Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-21T04:35:29.637Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-21T04:35:29.599Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent retrieved 3 posts and truthfully reported the Actor used and count in the required two-line format, but the Actor is not the expected apify/instagram-scraper, so the namedActor check FAILED.", "timestamp": "2026-10-21T04:35:29.558Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four calls (search, fetch details, run, get items) with no repetition or detours.", "timestamp": "2026-10-21T04:35:29.513Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the dataset items (3 returned, captions from nasa) and reported Posts: 3, which matches the run's itemCount of 3 and the retrieved data.", "timestamp": "2026-10-21T04:35:29.473Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor input {username:[\"nasa\"], resultsLimit:3, skipPinnedPosts:false, dataDetailLevel:\"basicData\"} matches the Actor's schema and the task, and the run succeeded with 3 items.", "timestamp": "2026-10-21T04:35:29.428Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent chose apify/instagram-post-scraper from the first search result, a reasonable Instagram posts Actor for the task, but the deterministic rightActor check FAILED because the intended flagship was apify/instagram-scraper.", "timestamp": "2026-10-21T04:35:29.385Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-scraper-discovery-nasa-posts", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:24:39.214Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-21T04:24:39.172Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:24:39.138Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-scraper\"", "timestamp": "2026-10-21T04:24:39.067Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used apify/instagram-post-scraper; expected apify/instagram-scraper", "timestamp": "2026-10-21T04:24:38.977Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "apify/instagram-post-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used apify/instagram-post-scraper; expected apify/instagram-scraper" }, { "scenarioId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:24:17.717Z", "day": "2026-10-21", "traceId": "baa005595e1b56da67ae3f06669b98be", "observationId": "9fc3021a89fd7970", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/baa005595e1b56da67ae3f06669b98be?observation=9fc3021a89fd7970", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "use", "title": "instagram-reel / use / natgeo-skip-pinned", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 13 numbers not in Actor output: 18", "timestamp": "2026-10-21T04:35:32.228Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 13 numbers not in Actor output: 18", "timestamp": "2026-10-21T04:35:32.133Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-21T04:35:32.069Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-21T04:35:32.037Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 13 numbers not in Actor output: 18", "timestamp": "2026-10-21T04:35:32.001Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-21T04:35:31.968Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer gives three unpinned reels, each with a first-sentence caption, play count and duration in seconds, all taken from the retrieved data and sorted by recency. The grounded FAIL on '18' is only the formatted posting time, which is a harmless false positive.", "timestamp": "2026-10-21T04:35:31.924Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made three direct calls (details, run, fetch items) with no repetition or detours.", "timestamp": "2026-10-21T04:35:31.891Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "Captions, play counts (1626834, 1082656, 1614071) and durations (54.976, 60.075, 12.651) all match the dataset items. The single ungrounded number, 18, comes from the '18:00' time the agent formatted from the timestamp 2026-10-20T18:00:03Z, so it is derived and not invented.", "timestamp": "2026-10-21T04:35:31.857Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor was given username [\"natgeo\"], resultsLimit 3 and skipPinnedPosts true, matching the task, and the deterministic input checks passed; get-dataset-items used the right datasetId and a sensible fields list.", "timestamp": "2026-10-21T04:35:31.824Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the actor details with fetch-actor-details, ran the requested apify/instagram-reel-scraper with call-actor, and pulled the results with get-dataset-items, which is the right set of tools.", "timestamp": "2026-10-21T04:35:31.785Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-reel-scraper-usage-natgeo-skip-pinned", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:24:53.358Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-21T04:24:53.317Z", "metadata": {} }, "check.grounded": { "value": 0.923, "stringValue": null, "comment": "FAIL: 1 of 13 numbers not in Actor output: 18", "timestamp": "2026-10-21T04:24:53.266Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-21T04:24:53.228Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-21T04:24:53.189Z", "metadata": {} }, "check.threeReels": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-21T04:24:53.142Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-21T04:24:53.048Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:24:53.009Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-reel-scraper", "timestamp": "2026-10-21T04:24:52.906Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 13 numbers not in Actor output: 18" }, { "scenarioId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:24:39.246Z", "day": "2026-10-21", "traceId": "14a0c9c4088c3f4101927e3b8609951e", "observationId": "4a247528bc93064e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/14a0c9c4088c3f4101927e3b8609951e?observation=4a247528bc93064e", "subject": "apify/instagram-reel-scraper", "owner": "socials", "skill": "find", "title": "instagram-reel / find / natgeo-reels-shares", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used unseenuser/IG-posts, intropix/instagram-posts-reels-scraper, data-slayer/instagram-post-details; expected apify/instagram-reel-scraper", "timestamp": "2026-10-21T04:35:29.961Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used unseenuser/IG-posts, intropix/instagram-posts-reels-scraper, data-slayer/instagram-post-details; expected apify/instagram-reel-scraper", "timestamp": "2026-10-21T04:35:29.860Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "unseenuser/IG-posts", "comment": "Actors the agent ran: unseenuser/IG-posts, intropix/instagram-posts-reels-scraper, data-slayer/instagram-post-details", "timestamp": "2026-10-21T04:35:29.825Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-21T04:35:29.790Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:35:29.751Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used unseenuser/IG-posts, intropix/instagram-posts-reels-scraper, data-slayer/instagram-post-details; expected apify/instagram-reel-scraper", "timestamp": "2026-10-21T04:35:29.714Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "9 tool calls valid", "timestamp": "2026-10-21T04:35:29.674Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The answer gives the 3 latest reels with first sentences, plays and shares grounded in retrieved data, but the final line names two actors rather than exactly one, and the expected apify/instagram-reel-scraper is absent (namedActor FAIL).", "timestamp": "2026-10-21T04:35:29.637Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent ran three different actors across 9 tool calls, including a paywalled dead end and a second actor needed only because the first lacked share counts, where a single reel scraper with the shares flag would have sufficed.", "timestamp": "2026-10-21T04:35:29.599Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first actor (unseenuser/IG-posts) was paywalled and returned 0 items; the agent noticed this, switched to intropix, and then used data-slayer to fill the missing share counts.", "timestamp": "2026-10-21T04:35:29.565Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "Reported captions, play counts (1,631,403; 1,083,631; 1,614,164) and share counts (5,027; 3,769; 25,089) match the data-slayer dataset preview exactly; nothing was invented.", "timestamp": "2026-10-21T04:35:29.528Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "Inputs were plausible for each actor's schema, but the intropix call used maxPosts 10 with mediaType video rather than a 3-reel cap, and includeSharesCount was missing in all three runs (sharesFlag FAIL).", "timestamp": "2026-10-21T04:35:29.496Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used a single search with generic keywords ('Instagram Reels posts'), never found apify/instagram-reel-scraper, and chained three third-party actors (unseenuser/IG-posts, intropix, data-slayer) instead of the dedicated Reels actor (rightActor check FAILED).", "timestamp": "2026-10-21T04:35:29.462Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-reel-scraper-discovery-natgeo-reels-shares", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:25:55.097Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-21T04:25:55.058Z", "metadata": {} }, "check.sharesFlag": { "value": 0, "stringValue": null, "comment": "FAIL (warn): unseenuser/IG-posts: includeSharesCount is missing (expected true); intropix/instagram-posts-reels-scraper: includeSharesCount is missing (expected true); data-slayer/instagram-post-details: includeSharesCount is missing (expected true)", "timestamp": "2026-10-21T04:25:55.021Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 3 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:25:54.934Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-reel-scraper\"", "timestamp": "2026-10-21T04:25:54.898Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used unseenuser/IG-posts, intropix/instagram-posts-reels-scraper, data-slayer/instagram-post-details; expected apify/instagram-reel-scraper", "timestamp": "2026-10-21T04:25:54.803Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "unseenuser/IG-posts", "infraOk": true, "failedChecks": [ "sharesFlag", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used unseenuser/IG-posts, intropix/instagram-posts-reels-scraper, data-slayer/instagram-post-details; expected apify/instagram-reel-scraper" }, { "scenarioId": "instagram-profile-scraper-usage-natgeo-about-section", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:24:53.397Z", "day": "2026-10-21", "traceId": "022693f3d8a427fa5c354d0d3967e17b", "observationId": "dc5707ef27fff8e7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/022693f3d8a427fa5c354d0d3967e17b?observation=dc5707ef27fff8e7", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "use", "title": "instagram-profile / use / natgeo-about-section", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-21T04:35:30.387Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-21T04:35:30.186Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-21T04:35:30.105Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-21T04:35:30.074Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "With includeAboutSection=true the run's dataset exposed 26 fields, none of them country or about-section fields, so the agent could not report a country; the Actor's documented country-of-origin output does not appear in the dataset schema.", "timestamp": "2026-10-21T04:35:30.034Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-21T04:35:29.999Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The bio's first sentence and the business-account flag were reported correctly, but the country was not given, so one of the three requested items is missing even though the agent explained why.", "timestamp": "2026-10-21T04:35:29.964Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Three tool calls (details, run, fetch items) with no repetition or wasted steps.", "timestamp": "2026-10-21T04:35:29.933Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The bio text and isBusinessAccount=true in the answer match the get-dataset-items output, and the 'no country' statement is consistent with the 26-field list in the call-actor result, which has no country field, though the agent never fetched an unprojected item to confirm.", "timestamp": "2026-10-21T04:35:29.880Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor was given usernames [\"natgeo\"] and includeAboutSection true, which the schema says is needed for country of origin, and the deterministic input checks passed.", "timestamp": "2026-10-21T04:35:29.803Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the Actor details with fetch-actor-details, ran the named apify/instagram-profile-scraper with call-actor, then fetched the results with get-dataset-items, which is the right sequence.", "timestamp": "2026-10-21T04:35:29.724Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-profile-scraper-usage-natgeo-about-section", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:25:25.651Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-21T04:25:25.616Z", "metadata": {} }, "check.field": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-21T04:25:25.572Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-21T04:25:25.533Z", "metadata": {} }, "check.aboutSection": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeAboutSection", "timestamp": "2026-10-21T04:25:25.491Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): usernames[0]", "timestamp": "2026-10-21T04:25:25.414Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:25:25.362Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-21T04:25:25.267Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "instagram-profile-scraper-discovery-natgeo-verified", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:25:03.594Z", "day": "2026-10-21", "traceId": "cc61b8caa6526a5452be127132c9338c", "observationId": "e926ebe240380333", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/cc61b8caa6526a5452be127132c9338c?observation=e926ebe240380333", "subject": "apify/instagram-profile-scraper", "owner": "socials", "skill": "find", "title": "instagram-profile / find / natgeo-verified", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The answer states that natgeo is verified, quotes the bio from the dataset, and ends with the exact 'Actor: apify/instagram-profile-scraper' line as required.", "timestamp": "2026-10-21T04:35:22.318Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The answer states that natgeo is verified, quotes the bio from the dataset, and ends with the exact 'Actor: apify/instagram-profile-scraper' line as required.", "timestamp": "2026-10-21T04:35:22.285Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-profile-scraper", "timestamp": "2026-10-21T04:35:22.238Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-21T04:35:22.200Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:35:22.167Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the Actor was found via search-actors, run with the correct input, and the answer was grounded in the get-dataset-items output (verified: true, biography text).", "timestamp": "2026-10-21T04:35:22.134Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-21T04:35:22.095Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer states that natgeo is verified, quotes the bio from the dataset, and ends with the exact 'Actor: apify/instagram-profile-scraper' line as required.", "timestamp": "2026-10-21T04:35:22.059Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four calls (search, details, run, fetch items) is a direct path with no repetition, and the fields projection kept the output small.", "timestamp": "2026-10-21T04:35:22.020Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer reports verified=true and the biography text exactly as returned by get-dataset-items, with nothing invented.", "timestamp": "2026-10-21T04:35:21.987Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor received {\"usernames\":[\"natgeo\"]}, which matches the input schema, and get-dataset-items used the correct datasetId with fields=username,verified,biography.", "timestamp": "2026-10-21T04:35:21.946Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, then fetch-actor-details, call-actor and get-dataset-items, and settled on apify/instagram-profile-scraper, the correct profile-info Actor, rather than a post or reel scraper.", "timestamp": "2026-10-21T04:35:21.913Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-profile-scraper-discovery-natgeo-verified", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:25:35.627Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-21T04:25:35.585Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:25:35.546Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-profile-scraper\"", "timestamp": "2026-10-21T04:25:35.506Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-profile-scraper", "timestamp": "2026-10-21T04:25:35.465Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The answer states that natgeo is verified, quotes the bio from the dataset, and ends with the exact 'Actor: apify/instagram-profile-scraper' line as required." }, { "scenarioId": "instagram-post-scraper-usage-natgeo-three-posts", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:25:25.686Z", "day": "2026-10-21", "traceId": "5e2b189345e27df908b19626aec141c7", "observationId": "f0b7fc46e754e40c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5e2b189345e27df908b19626aec141c7?observation=f0b7fc46e754e40c", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "use", "title": "instagram-post / use / natgeo-three-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The answer gives three non-pinned recent posts, each with the first sentence of its caption and its like count, all drawn from the dataset. The third post's first sentence is literally \"Presented by @Rolex.\", which matches the caption even though it is uninformative.", "timestamp": "2026-10-21T04:35:23.812Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The answer gives three non-pinned recent posts, each with the first sentence of its caption and its like count, all drawn from the dataset. The third post's first sentence is literally \"Presented by @Rolex.\", which matches the caption even though it is uninformative.", "timestamp": "2026-10-21T04:35:23.778Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-21T04:35:23.745Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:35:23.713Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "Every dimension passed. The run used the correct input, returned 3 items, and the answer was grounded in the get-dataset-items output.", "timestamp": "2026-10-21T04:35:23.678Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-21T04:35:23.645Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer gives three non-pinned recent posts, each with the first sentence of its caption and its like count, all drawn from the dataset. The third post's first sentence is literally \"Presented by @Rolex.\", which matches the caption even though it is uninformative.", "timestamp": "2026-10-21T04:35:23.611Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made three calls (schema check, run, fetch) with no repetition or wasted steps.", "timestamp": "2026-10-21T04:35:23.528Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The captions, like counts (54,145, 32,982, 32,125), dates and URLs in the final answer match the get-dataset-items output, and the grounded check passed. The agent also confirmed isPinned was false for all three posts.", "timestamp": "2026-10-21T04:35:23.500Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor was given username [\"natgeo\"], resultsLimit 3 and skipPinnedPosts true, and the deterministic checks for username, limit and pinned-skip all passed. get-dataset-items used the correct datasetId and a sensible field projection.", "timestamp": "2026-10-21T04:35:23.428Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details to read the schema, then call-actor on the named apify/instagram-post-scraper, then get-dataset-items to read the results. These are the right tools for the task.", "timestamp": "2026-10-21T04:35:23.388Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-post-scraper-usage-natgeo-three-posts", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:26:06.741Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-21T04:26:06.702Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 6 numbers found in Actor output", "timestamp": "2026-10-21T04:26:06.644Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-21T04:26:06.601Z", "metadata": {} }, "check.skipPinned": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): skipPinnedPosts", "timestamp": "2026-10-21T04:26:06.568Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-21T04:26:06.500Z", "metadata": {} }, "check.usernameInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): username[0]", "timestamp": "2026-10-21T04:26:06.420Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:26:06.385Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-21T04:26:06.298Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The answer gives three non-pinned recent posts, each with the first sentence of its caption and its like count, all drawn from the dataset. The third post's first sentence is literally \"Presented by @Rolex.\", which matches the caption even though it is uninformative." }, { "scenarioId": "instagram-post-scraper-discovery-natgeo-latest-post", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:25:31.281Z", "day": "2026-10-21", "traceId": "732fcff4ba28fce62167afd00b939521", "observationId": "330414ecba6177f2", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/732fcff4ba28fce62167afd00b939521?observation=330414ecba6177f2", "subject": "apify/instagram-post-scraper", "owner": "socials", "skill": "find", "title": "instagram-post / find / natgeo-latest-post", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The answer gives the caption's first sentence and the comment count 73 from real data, and ends with the exact 'Actor: apify/instagram-post-scraper' line.", "timestamp": "2026-10-21T04:35:19.673Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The answer gives the caption's first sentence and the comment count 73 from real data, and ends with the exact 'Actor: apify/instagram-post-scraper' line.", "timestamp": "2026-10-21T04:35:19.636Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/instagram-post-scraper", "timestamp": "2026-10-21T04:35:19.601Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-21T04:35:19.568Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:35:19.527Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the run SUCCEEDED with 1 item and the answer used commentsCount:73 and the caption from get-dataset-items.", "timestamp": "2026-10-21T04:35:19.492Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-21T04:35:19.460Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer gives the caption's first sentence and the comment count 73 from real data, and ends with the exact 'Actor: apify/instagram-post-scraper' line.", "timestamp": "2026-10-21T04:35:19.424Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Five calls with no repetition: search, details, run, poll, fetch items; each step was necessary.", "timestamp": "2026-10-21T04:35:19.390Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer's first sentence and the 73 comment count match the get-dataset-items output (caption text, commentsCount:73).", "timestamp": "2026-10-21T04:35:19.346Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor input was {username:[\"natgeo\"], resultsLimit:1, skipPinnedPosts:true, dataDetailLevel:\"basicData\"}, which matches the schema and the task's most-recent-post intent.", "timestamp": "2026-10-21T04:35:19.307Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, then call-actor on apify/instagram-post-scraper, the right official Actor for profile posts.", "timestamp": "2026-10-21T04:35:19.268Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-post-scraper-discovery-natgeo-latest-post", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:26:36.930Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-21T04:26:36.872Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:26:36.838Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/instagram-post-scraper\"", "timestamp": "2026-10-21T04:26:36.798Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-post-scraper", "timestamp": "2026-10-21T04:26:36.755Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The answer gives the caption's first sentence and the comment count 73 from real data, and ends with the exact 'Actor: apify/instagram-post-scraper' line." }, { "scenarioId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:25:35.658Z", "day": "2026-10-21", "traceId": "b9c2f5dc9a023552150faa6d0ee93d03", "observationId": "dd6f288b8ab55dfa", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b9c2f5dc9a023552150faa6d0ee93d03?observation=dd6f288b8ab55dfa", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "use", "title": "instagram-hashtag / use / nasa-keyword-reels", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check items: 6 items, expected at most 5", "timestamp": "2026-10-21T04:35:23.869Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check items: 6 items, expected at most 5", "timestamp": "2026-10-21T04:35:23.773Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-21T04:35:23.738Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-21T04:35:23.710Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check items: 6 items, expected at most 5", "timestamp": "2026-10-21T04:35:23.671Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-21T04:35:23.637Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported five reels with the first sentence of each caption and its like count, grounded in dataset items, and openly said it used hashtag mode because keyword search returned nothing.", "timestamp": "2026-10-21T04:35:23.597Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two Actor runs, one of them a justified retry, and a small redundant dataset fetch (full items, then a projected re-fetch); overall the path was direct.", "timestamp": "2026-10-21T04:35:23.547Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "After the first run's dataset showed error \"no_items\", the agent inspected the diagnostics, retried in hashtag mode, got 5 items, and told the user about the fallback.", "timestamp": "2026-10-21T04:35:23.516Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table uses captions, likesCount, URLs and usernames from the projected dataset items (e.g. 355 likes for kimbo11533, 11,534 for informatipsperu), and the grounded check passes with all numbers found in the Actor output.", "timestamp": "2026-10-21T04:35:23.485Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call used hashtags [\"nasa\"], keywordSearch true, resultsType \"reels\" and resultsLimit 5, matching the expected input; the retry set keywordSearch false only after keyword mode returned no_items, so the keywordMode check fails for the final run but the change was justified.", "timestamp": "2026-10-21T04:35:23.435Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read fetch-actor-details for apify/instagram-hashtag-scraper, ran it with call-actor, and pulled results with get-dataset-items, which is the right toolchain for the named Actor.", "timestamp": "2026-10-21T04:35:23.388Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-hashtag-scraper-usage-nasa-keyword-reels", "notApplicable": [], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:26:12.789Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: items", "timestamp": "2026-10-21T04:26:12.748Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 9 numbers found in Actor output", "timestamp": "2026-10-21T04:26:12.715Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 6 items, expected at most 5", "timestamp": "2026-10-21T04:26:12.680Z", "metadata": {} }, "check.fiveResults": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): resultsLimit", "timestamp": "2026-10-21T04:26:12.642Z", "metadata": {} }, "check.reelsType": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): resultsType", "timestamp": "2026-10-21T04:26:12.607Z", "metadata": {} }, "check.keywordMode": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/instagram-hashtag-scraper: keywordSearch = false (expected true)", "timestamp": "2026-10-21T04:26:12.556Z", "metadata": {} }, "check.keywordInput": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): hashtags[0]", "timestamp": "2026-10-21T04:26:12.506Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 2 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:26:12.468Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/instagram-hashtag-scraper", "timestamp": "2026-10-21T04:26:12.425Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "items", "keywordMode" ], "judgeComment": "FAIL: check items: 6 items, expected at most 5" }, { "scenarioId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:25:55.136Z", "day": "2026-10-21", "traceId": "d040ee5cfebdd6327bdd8aaa103a0f2a", "observationId": "c9bdce7837a643e6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d040ee5cfebdd6327bdd8aaa103a0f2a?observation=c9bdce7837a643e6", "subject": "apify/instagram-hashtag-scraper", "owner": "socials", "skill": "find", "title": "instagram-hashtag / find / nasa-hashtag", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-21T04:35:17.275Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-21T04:35:17.169Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "scraping_solutions/instagram-hashtag-scraper-pro-no-cookies", "comment": "Actors the agent ran: scraping_solutions/instagram-hashtag-scraper-pro-no-cookies", "timestamp": "2026-10-21T04:35:17.130Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-21T04:35:17.083Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-21T04:35:17.051Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-21T04:35:17.018Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-21T04:35:16.983Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer lists 5 #NASA posts with accounts and topics from retrieved data and ends with the required Actor line naming the actor actually used, though that is not the expected apify actor.", "timestamp": "2026-10-21T04:35:16.950Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made 2 searches, 1 details fetch, 1 run and 1 dataset fetch, with no repetition and a field projection on the dataset call.", "timestamp": "2026-10-21T04:35:16.903Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The answer's usernames, post links and topics (Arequipa Space Apps sponsor thanks, Japanese and Korean lunar static posts) match the get-dataset-items preview; the remaining entries are plausibly from the truncated output and nothing contradicts them.", "timestamp": "2026-10-21T04:35:16.868Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor input {hashtags:[\"nasa\"], feed_type:\"recent\", resultsLimit:5} matches the fetched input schema (hashtags and resultsLimit required) and the task's cap of 5.", "timestamp": "2026-10-21T04:35:16.807Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent ran a hashtag-specific Instagram scraper (scraping_solutions/instagram-hashtag-scraper-pro-no-cookies) and avoided the profile/post scraper sibling, though it is not the expected apify/instagram-hashtag-scraper (rightActor FAIL).", "timestamp": "2026-10-21T04:35:16.764Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "instagram-hashtag-scraper-discovery-nasa-hashtag", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:26:18.727Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-21T04:26:18.688Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:26:18.658Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/instagram-hashtag-scraper\"", "timestamp": "2026-10-21T04:26:18.619Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper", "timestamp": "2026-10-21T04:26:18.575Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "scraping_solutions/instagram-hashtag-scraper-pro-no-cookies", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used scraping_solutions/instagram-hashtag-scraper-pro-no-cookies; expected apify/instagram-hashtag-scraper" }, { "scenarioId": "facebook-posts-scraper-usage-nasa-engagement", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:26:06.767Z", "day": "2026-10-21", "traceId": "01ba040fae3331e5be1e22234bf138b7", "observationId": "5b5ebbe35d718350", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/01ba040fae3331e5be1e22234bf138b7?observation=5b5ebbe35d718350", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "use", "title": "facebook-posts / use / nasa-engagement", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The answer lists five recent NASA posts, each with a first sentence and a reactions count taken from the retrieved data, and notes that the counts are the total reactions metric.", "timestamp": "2026-10-21T04:35:14.503Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The answer lists five recent NASA posts, each with a first sentence and a reactions count taken from the retrieved data, and notes that the counts are the total reactions metric.", "timestamp": "2026-10-21T04:35:14.465Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-21T04:35:14.429Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:35:14.393Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the run SUCCEEDED with 5 items, and the answer was grounded in the dataset output.", "timestamp": "2026-10-21T04:35:14.362Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-21T04:35:14.326Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer lists five recent NASA posts, each with a first sentence and a reactions count taken from the retrieved data, and notes that the counts are the total reactions metric.", "timestamp": "2026-10-21T04:35:14.286Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Three tool calls with no repetition: schema check, run, then fetch the items with a targeted fields list.", "timestamp": "2026-10-21T04:35:14.252Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table matches the dataset text and the 'likes' totals (e.g. 738 = 631+86+6+4+1+3+7 for the first post), and the grounded check confirmed all numbers appear in the Actor output.", "timestamp": "2026-10-21T04:35:14.216Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor was given startUrls=[{url:'https://www.facebook.com/NASA'}] and resultsLimit=5, matching the schema; the pageUrl and fivePosts checks both passed.", "timestamp": "2026-10-21T04:35:14.177Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details to read the schema, call-actor on the pinned apify/facebook-posts-scraper, then get-dataset-items to read the results, which fits the task.", "timestamp": "2026-10-21T04:35:14.144Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-posts-scraper-usage-nasa-engagement", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:26:31.863Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-21T04:26:31.829Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 4 numbers found in Actor output", "timestamp": "2026-10-21T04:26:31.798Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 5 items ok", "timestamp": "2026-10-21T04:26:31.753Z", "metadata": {} }, "check.fivePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-21T04:26:31.721Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-21T04:26:31.688Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:26:31.652Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-21T04:26:31.601Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d{2,}/", "timestamp": "2026-10-21T04:26:31.567Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The answer lists five recent NASA posts, each with a first sentence and a reactions count taken from the retrieved data, and notes that the counts are the total reactions metric." }, { "scenarioId": "facebook-posts-scraper-discovery-nasa-page", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:26:12.836Z", "day": "2026-10-21", "traceId": "7290d44ca70edc9999d5ee98295c482f", "observationId": "cdf958e89915bb8e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/7290d44ca70edc9999d5ee98295c482f?observation=cdf958e89915bb8e", "subject": "apify/facebook-posts-scraper", "owner": "socials", "skill": "find", "title": "facebook-posts / find / nasa-page", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The answer lists 5 recent NASA posts with text and reaction counts from retrieved data and ends with the required line 'Actor: apify/facebook-posts-scraper'.", "timestamp": "2026-10-21T04:35:11.714Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The answer lists 5 recent NASA posts with text and reaction counts from retrieved data and ends with the required line 'Actor: apify/facebook-posts-scraper'.", "timestamp": "2026-10-21T04:35:11.677Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/facebook-posts-scraper", "timestamp": "2026-10-21T04:35:11.640Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-21T04:35:11.604Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:35:11.572Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "Every dimension passed: the correct Actor was found and run with a 5-post cap, and the answer is grounded in dataset items.", "timestamp": "2026-10-21T04:35:11.490Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-21T04:35:11.455Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer lists 5 recent NASA posts with text and reaction counts from retrieved data and ends with the required line 'Actor: apify/facebook-posts-scraper'.", "timestamp": "2026-10-21T04:35:11.382Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four calls (search, details, run, fetch items) with no repetition or detours.", "timestamp": "2026-10-21T04:35:11.348Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The reported texts, timestamps and counts match the dataset preview: post 1 has likes 738, which equals the sum of its reaction breakdown (631+86+6+4+7+1+3), and post 3 has 238,114. The agent correctly used 'likes' as the total and not 'topReactionsCount' (7).", "timestamp": "2026-10-21T04:35:11.310Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor was given startUrls [{url: facebook.com/NASA}] and resultsLimit 5, which match the input schema, and get-dataset-items used a sensible fields filter and limit 5.", "timestamp": "2026-10-21T04:35:11.198Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent ran search-actors for 'Facebook posts', then fetch-actor-details, call-actor and get-dataset-items, and picked apify/facebook-posts-scraper, the intended Actor for page posts.", "timestamp": "2026-10-21T04:35:11.162Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-posts-scraper-discovery-nasa-page", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:26:43.387Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-21T04:26:43.347Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:26:43.305Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/facebook-posts-scraper\"", "timestamp": "2026-10-21T04:26:43.220Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-posts-scraper", "timestamp": "2026-10-21T04:26:43.138Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The answer lists 5 recent NASA posts with text and reaction counts from retrieved data and ends with the required line 'Actor: apify/facebook-posts-scraper'." }, { "scenarioId": "facebook-groups-scraper-usage-recent-activity", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:26:18.759Z", "day": "2026-10-21", "traceId": "550f697c6acc31cd5bda30c8457730e8", "observationId": "32346170d92ce05b", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/550f697c6acc31cd5bda30c8457730e8?observation=32346170d92ce05b", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "use", "title": "facebook-groups / use / recent-activity", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check grounded: 1 of 12 numbers not in Actor output: 18", "timestamp": "2026-10-21T04:35:17.913Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check grounded: 1 of 12 numbers not in Actor output: 18", "timestamp": "2026-10-21T04:35:17.821Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-21T04:35:17.783Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:35:17.753Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "check grounded: 1 of 12 numbers not in Actor output: 18", "timestamp": "2026-10-21T04:35:17.720Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-21T04:35:17.684Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent gave comment counts and links for three posts. It reported only the opening line of each post's text and omitted the rest, and one figure (18) is not found in the Actor output (grounded FAIL), so the answer is not fully grounded.", "timestamp": "2026-10-21T04:35:17.648Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent used one fetch-actor-details call, one call-actor call and three get-dataset-items calls. The extra fetches were needed to get around truncated previews, so the path stayed reasonably direct.", "timestamp": "2026-10-21T04:35:17.616Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The first two posts' times and links match the dataset previews. The grounded check failed because the number 18 is not in the Actor output, so the third post's 'Oct 19, 18:46 UTC' timestamp is not backed by the data. The agent also left out the post text it was asked to report.", "timestamp": "2026-10-21T04:35:17.583Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor input used startUrls[0].url set to the group URL, resultsLimit 3 and viewOption RECENT_ACTIVITY, and the deterministic checks for groupUrl, threePosts and sortOrder all passed.", "timestamp": "2026-10-21T04:35:17.545Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the pinned apify/facebook-groups-scraper details, ran that Actor with call-actor, then fetched the output with get-dataset-items, which matches the task (rightActor PASS).", "timestamp": "2026-10-21T04:35:17.507Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-groups-scraper-usage-recent-activity", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:26:58.654Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: grounded", "timestamp": "2026-10-21T04:26:58.614Z", "metadata": {} }, "check.grounded": { "value": 0.917, "stringValue": null, "comment": "FAIL: 1 of 12 numbers not in Actor output: 18", "timestamp": "2026-10-21T04:26:58.577Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 3 items ok", "timestamp": "2026-10-21T04:26:58.539Z", "metadata": {} }, "check.sortOrder": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): viewOption", "timestamp": "2026-10-21T04:26:58.502Z", "metadata": {} }, "check.threePosts": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-21T04:26:58.458Z", "metadata": {} }, "check.groupUrl": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-21T04:26:58.418Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:26:58.327Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-groups-scraper", "timestamp": "2026-10-21T04:26:58.238Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: check grounded: 1 of 12 numbers not in Actor output: 18" }, { "scenarioId": "facebook-groups-scraper-discovery-public-group-posts", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:26:30.345Z", "day": "2026-10-21", "traceId": "5ed51ac67bd61e0fb369bf2ce6224e5d", "observationId": "1f08c1f522897b5c", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/5ed51ac67bd61e0fb369bf2ce6224e5d?observation=1f08c1f522897b5c", "subject": "apify/facebook-groups-scraper", "owner": "socials", "skill": "find", "title": "facebook-groups / find / public-group-posts", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-21T04:35:07.360Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-21T04:35:07.268Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "memo23/facebook-public-group-posts-scraper", "comment": "Actors the agent ran: memo23/facebook-public-group-posts-scraper", "timestamp": "2026-10-21T04:35:07.230Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-21T04:35:07.194Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:35:07.156Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-21T04:35:07.124Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-21T04:35:07.089Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported three posts grounded in real data, but the answer names memo23/facebook-public-group-posts-scraper rather than the expected apify/facebook-groups-scraper (rightActor and namedActor FAIL), and the post descriptions are generic.", "timestamp": "2026-10-21T04:35:07.051Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was direct: search, fetch details, call (one failed validation and a retry), poll, fetch items, with no pointless repetition.", "timestamp": "2026-10-21T04:35:07.002Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "After the validation failure on the first call-actor, the agent read the schema in the error and retried with startUrls as plain strings, which succeeded; it then polled get-actor-run when the run was still RUNNING.", "timestamp": "2026-10-21T04:35:06.961Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer's dates and the 'Let's welcome our new members!' theme come from the get-dataset-items output; nothing appears invented, though the summaries are thin and say little about each post's content.", "timestamp": "2026-10-21T04:35:06.923Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call-actor used startUrls as objects and failed validation; the retry used string URLs with maxItems 3, which matches the schema and succeeded, so the arguments ended up valid and sensible.", "timestamp": "2026-10-21T04:35:06.879Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent ran a single store search (limit 5), picked memo23/facebook-public-group-posts-scraper, a third-party Actor, instead of the expected apify/facebook-groups-scraper (rightActor FAIL), though the chosen Actor does scrape public group posts.", "timestamp": "2026-10-21T04:35:06.843Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-groups-scraper-discovery-public-group-posts", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:27:38.419Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-21T04:27:38.379Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): memo23/facebook-public-group-posts-scraper run : CALL-FAILED", "timestamp": "2026-10-21T04:27:38.318Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-groups-scraper\"", "timestamp": "2026-10-21T04:27:38.282Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper", "timestamp": "2026-10-21T04:27:38.239Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "memo23/facebook-public-group-posts-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used memo23/facebook-public-group-posts-scraper; expected apify/facebook-groups-scraper" }, { "scenarioId": "facebook-ads-scraper-usage-nike-last-30-days", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:26:31.897Z", "day": "2026-10-21", "traceId": "d2b03a32f3cafe0bdf8ea9fd25b73c13", "observationId": "ef7b2c6924efd268", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/d2b03a32f3cafe0bdf8ea9fd25b73c13?observation=ef7b2c6924efd268", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "use", "title": "facebook-ads / use / nike-last-30-days", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 20 ads retrieved (matching the 20 items in the facts), a real body text and reach data, and honestly noted that spend was null. The answer was hedged by confusion over the 5 vs 20 discrepancy, and it did not note that the example ad's start date fell outside the window, but the core ask was fulfilled and grounded.", "timestamp": "2026-10-21T04:35:03.281Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 20 ads retrieved (matching the 20 items in the facts), a real body text and reach data, and honestly noted that spend was null. The answer was hedged by confusion over the 5 vs 20 discrepancy, and it did not note that the example ad's start date fell outside the window, but the core ask was fulfilled and grounded.", "timestamp": "2026-10-21T04:35:03.242Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-21T04:35:03.207Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:35:03.168Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The call-actor result reported dataset itemCount 5 while get-dataset-items returned 20 items, and spend/reachEstimate were null while reach appeared only under ad_details.aaa_info.eu_total_reach; the confusing output metadata and reach field placement made the report hedged.", "timestamp": "2026-10-21T04:35:03.123Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-21T04:35:03.086Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 20 ads retrieved (matching the 20 items in the facts), a real body text and reach data, and honestly noted that spend was null. The answer was hedged by confusion over the 5 vs 20 discrepancy, and it did not note that the example ad's start date fell outside the window, but the core ask was fulfilled and grounded.", "timestamp": "2026-10-21T04:35:03.051Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Three calls (details, run, fetch) with no repetition, which is a direct path.", "timestamp": "2026-10-21T04:35:03.014Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent quoted a real ad body text and the eu_total_reach of 9613340 from the fetched items, and correctly noted that spend and reachEstimate were null. However, the example ad started 2026-09-02, outside the 30-day window, and it never flagged this.", "timestamp": "2026-10-21T04:35:02.980Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Input used startUrls for nike, resultsLimit 20, isDetailsPerAd true and onlyAdsNewerThan 2026-09-21; the harness input checks all passed, and the dataset fetch used sensible fields.", "timestamp": "2026-10-21T04:35:02.945Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the Actor details, ran apify/facebook-ads-scraper with call-actor, then fetched the dataset with get-dataset-items, which is an appropriate sequence.", "timestamp": "2026-10-21T04:35:02.909Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-ads-scraper-usage-nike-last-30-days", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:27:33.762Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "5 check(s) passed", "timestamp": "2026-10-21T04:27:33.726Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 4 numbers found in Actor output", "timestamp": "2026-10-21T04:27:33.690Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 20 items ok", "timestamp": "2026-10-21T04:27:33.653Z", "metadata": {} }, "check.detailsFlag": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): isDetailsPerAd", "timestamp": "2026-10-21T04:27:33.617Z", "metadata": {} }, "check.twentyAds": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): resultsLimit", "timestamp": "2026-10-21T04:27:33.582Z", "metadata": {} }, "check.dateRange": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): onlyAdsNewerThan", "timestamp": "2026-10-21T04:27:33.550Z", "metadata": {} }, "check.pageUrl": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): startUrls[0].url", "timestamp": "2026-10-21T04:27:33.510Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:27:33.471Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/facebook-ads-scraper", "timestamp": "2026-10-21T04:27:33.433Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\d+/", "timestamp": "2026-10-21T04:27:33.395Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 20 ads retrieved (matching the 20 items in the facts), a real body text and reach data, and honestly noted that spend was null. The answer was hedged by confusion over the 5 vs 20 discrepancy, and it did not note that the example ad's start date fell outside the window, but the core ask was fulfilled and grounded." }, { "scenarioId": "facebook-ads-scraper-discovery-nike-ad-library", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:26:36.963Z", "day": "2026-10-21", "traceId": "9a4b32e06716f36f47e4e775af16751f", "observationId": "a0a426134acc008e", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9a4b32e06716f36f47e4e775af16751f?observation=a0a426134acc008e", "subject": "apify/facebook-ads-scraper", "owner": "socials", "skill": "find", "title": "facebook-ads / find / nike-ad-library", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used affiliatescope/meta-ads-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-21T04:35:03.361Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used affiliatescope/meta-ads-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-21T04:35:03.255Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "affiliatescope/meta-ads-scraper", "comment": "Actors the agent ran: affiliatescope/meta-ads-scraper", "timestamp": "2026-10-21T04:35:03.207Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-21T04:35:03.175Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:35:03.138Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used affiliatescope/meta-ads-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-21T04:35:03.102Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "6 tool calls valid", "timestamp": "2026-10-21T04:35:03.062Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported a grounded count and example body text and ended with the Actor line, but it used a different Actor than the expected apify/facebook-ads-scraper, so namedActor and rightActor failed. Ranking against the reference outcome, the task counts as not completed as specified.", "timestamp": "2026-10-21T04:35:03.027Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was direct: search, fetch details for two candidates, one failed call, a corrected call, and one dataset fetch, with no wasted repetition beyond the single schema retry.", "timestamp": "2026-10-21T04:35:02.992Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first call-actor failed input validation because urls were plain strings. The agent read the schema in the error and retried with {url:...} objects, which succeeded.", "timestamp": "2026-10-21T04:35:02.954Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched dataset items with specific fields and reported 10 active ads plus a body text ('Bring sports more fully into your day with the Nike App.') that appears verbatim in the retrieved data.", "timestamp": "2026-10-21T04:35:02.918Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The first call passed urls as strings and failed validation. The second call used url objects, a view_all_page_id URL, and maxAds=10, and succeeded. The page ID 15087023444 appears to be Nike's, and the results show page_name 'Nike'.", "timestamp": "2026-10-21T04:35:02.878Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent searched the store once and used affiliatescope/meta-ads-scraper, not the expected apify/facebook-ads-scraper (rightActor FAIL); the Actor did fit the task, but the official Actor was never found or considered.", "timestamp": "2026-10-21T04:35:02.839Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "facebook-ads-scraper-discovery-nike-ad-library", "notApplicable": [], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:27:29.972Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-21T04:27:29.940Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): affiliatescope/meta-ads-scraper run : CALL-FAILED", "timestamp": "2026-10-21T04:27:29.904Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"apify/facebook-ads-scraper\"", "timestamp": "2026-10-21T04:27:29.866Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used affiliatescope/meta-ads-scraper; expected apify/facebook-ads-scraper", "timestamp": "2026-10-21T04:27:29.831Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "affiliatescope/meta-ads-scraper", "infraOk": true, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used affiliatescope/meta-ads-scraper; expected apify/facebook-ads-scraper" }, { "scenarioId": "tripadvisor-usage-rome-restaurants", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:26:43.449Z", "day": "2026-10-21", "traceId": "35c7141443904b60c2895369e7e45acd", "observationId": "f98680e8c67094ee", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/35c7141443904b60c2895369e7e45acd?observation=f98680e8c67094ee", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "use", "title": "tripadvisor / use / rome-restaurants", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-21T04:35:00.890Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "resultUtilization", "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:35:00.796Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "resultUtilization", "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The agent only repeated get-actor-run polls (runtime 280s+ with 0 dataset items and crawl stuck at 3/13 pages) and never checked partial results or adapted before the timeout, ending with a status message instead of an answer.", "timestamp": "2026-10-21T04:35:00.764Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "resultUtilization", "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-21T04:35:00.733Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "resultUtilization", "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is 'It's still crawling...' with no count of restaurants, no top restaurant, and no ratings; the run is RUNNING with 0 items and the session timed out.", "timestamp": "2026-10-21T04:35:00.698Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "resultUtilization", "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "The agent made one details call, one run call, and then 6 identical get-actor-run polls of 45s each with no change of strategy, such as trying to fetch dataset items or lowering the scope, while the crawl stayed at 3/13 pages.", "timestamp": "2026-10-21T04:35:00.667Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "resultUtilization", "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Input was query 'Rome', maxItemsPerQuery 10, includeRestaurants true, hotels and attractions false; the restaurantsMode check passed and the cap matches the task.", "timestamp": "2026-10-21T04:35:00.626Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "resultUtilization", "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent fetched the details for maxcopell/tripadvisor, called it with call-actor, and polled with get-actor-run, which is the right actor and toolset.", "timestamp": "2026-10-21T04:35:00.582Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tripadvisor-usage-rome-restaurants", "notApplicable": [ "resultUtilization", "errorRecovery" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-21T04:31:44.098Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: shape, ranOk, items", "timestamp": "2026-10-21T04:31:44.063Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: no numbers to ground in the answer", "timestamp": "2026-10-21T04:31:44.013Z", "metadata": {} }, "check.ratingField": { "value": 1, "stringValue": null, "comment": "PASS (warn): 0 items ok", "timestamp": "2026-10-21T04:31:43.971Z", "metadata": {} }, "check.items": { "value": 0, "stringValue": null, "comment": "FAIL: 0 items, expected at least 1", "timestamp": "2026-10-21T04:31:43.938Z", "metadata": {} }, "check.restaurantsMode": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): includeRestaurants", "timestamp": "2026-10-21T04:31:43.902Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: maxcopell/tripadvisor run TiJZgwGodQOYkRWhc: RUNNING", "timestamp": "2026-10-21T04:31:43.863Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used maxcopell/tripadvisor", "timestamp": "2026-10-21T04:31:43.772Z", "metadata": {} }, "check.shape": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /\\b[3-5]\\.\\d\\b/", "timestamp": "2026-10-21T04:31:43.681Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "items", "ranOk", "shape" ], "judgeComment": null }, { "scenarioId": "tripadvisor-discovery-barcelona-attractions", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:26:58.687Z", "day": "2026-10-21", "traceId": "9ed9572401b1bfd8a9daf06de075e290", "observationId": "7fcbfd86731084b6", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/9ed9572401b1bfd8a9daf06de075e290?observation=7fcbfd86731084b6", "subject": "maxcopell/tripadvisor", "owner": "google", "skill": "find", "title": "tripadvisor / find / barcelona-attractions", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-21T04:35:07.105Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-21T04:35:06.997Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "axlymxp/tripadvisor-attractions-scraper", "comment": "Actors the agent ran: axlymxp/tripadvisor-attractions-scraper", "timestamp": "2026-10-21T04:35:06.962Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-21T04:35:06.917Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-21T04:35:06.876Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-21T04:35:06.843Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-21T04:35:06.802Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer gives a top-10 table with rating and review counts drawn from retrieved TripAdvisor data and ends with an Actor line. That line names the wrong actor (namedActor FAIL), and the agent re-sorted the top 20 by rating, which dropped Park Güell (TripAdvisor rank 3, rating 4.2).", "timestamp": "2026-10-21T04:35:06.769Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four calls (search, details, run, fetch) with no repetition or detours.", "timestamp": "2026-10-21T04:35:06.737Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table's first rows (Sagrada Familia 4.7/168,042, Casa Batlló 4.6/59,594, Gothic Quarter 4.6/40,626) match the get-dataset-items preview, and the remaining rows are not contradicted by the truncated preview.", "timestamp": "2026-10-21T04:35:06.699Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input {queries:['Barcelona'], maxItemsPerQuery:50, includeTourProducts:false, ...} matched the actor's schema and the run SUCCEEDED, though 50 items is more than the 10 needed.", "timestamp": "2026-10-21T04:35:06.653Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent ran one search (keywords 'Tripadvisor attractions', limit 5) and picked axlymxp/tripadvisor-attractions-scraper, a low-adoption actor with an empty developer profile, instead of the expected maxcopell/tripadvisor, so the rightActor check fails.", "timestamp": "2026-10-21T04:35:06.612Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "tripadvisor-discovery-barcelona-attractions", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:27:27.064Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-21T04:27:27.027Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:27:26.986Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /maxcopell/tripadvisor(?!-)/", "timestamp": "2026-10-21T04:27:26.913Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor", "timestamp": "2026-10-21T04:27:26.827Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "axlymxp/tripadvisor-attractions-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used axlymxp/tripadvisor-attractions-scraper; expected maxcopell/tripadvisor" }, { "scenarioId": "google-search-scraper-usage-ai-mode-addon", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:27:27.094Z", "day": "2026-10-21", "traceId": "e7a8d5cd240d97de302a7fe7e14ca5ea", "observationId": "2da3ae0e2cb8ba0a", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e7a8d5cd240d97de302a7fe7e14ca5ea?observation=2da3ae0e2cb8ba0a", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / ai-mode-addon", "scores": { "judge.verdict": { "value": null, "stringValue": "inconclusive", "comment": "infrastructure: session timed out", "timestamp": "2026-10-21T04:34:56.098Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:34:56.000Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first call-actor with countryCode \"GB\" failed input validation, and the agent then abandoned countryCode, which the deterministic check flags as wrong or missing (expected \"gb\"). The schema's country field needs to make its lowercase enum clearer.", "timestamp": "2026-10-21T04:34:55.969Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-21T04:34:55.929Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer is just the status line 'No dataset items yet...'; it gives no AI Mode answer text and no source count, and the session timed out.", "timestamp": "2026-10-21T04:34:55.886Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 0, "stringValue": null, "comment": "It polled get-actor-run four times with an unchanged 'Nothing extracted yet' status, then launched a third run with a different query, so the session timed out with no result.", "timestamp": "2026-10-21T04:34:55.828Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 0, "stringValue": null, "comment": "After the validation failure it did retry, but with a gl=uk URL that dropped the explicit countryCode instead of reading the validation message and fixing the casing. It then started a third run while the second was still RUNNING.", "timestamp": "2026-10-21T04:34:55.796Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "It correctly set aiModeSearch.enableAiMode and maxPagesPerQuery=1, but the first call used countryCode \"GB\" (expected lowercase \"gb\") and failed validation; the retries dropped countryCode and used a gl=uk URL or a \"UK\" query suffix, so the UK targeting was wrong or missing (country check FAIL).", "timestamp": "2026-10-21T04:34:55.762Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details, then call-actor and get-actor-run on apify/google-search-scraper, the Actor named in the prompt, which is the right toolset.", "timestamp": "2026-10-21T04:34:55.700Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-search-scraper-usage-ai-mode-addon", "notApplicable": [ "resultUtilization" ], "verdict": "inconclusive", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-21T04:32:27.814Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: ranOk", "timestamp": "2026-10-21T04:32:27.774Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 0 items ok", "timestamp": "2026-10-21T04:32:27.734Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 2 run(s): maxPagesPerQuery", "timestamp": "2026-10-21T04:32:27.697Z", "metadata": {} }, "check.country": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: countryCode = \"GB\" (expected \"gb\"); apify/google-search-scraper: countryCode is missing (expected \"gb\")", "timestamp": "2026-10-21T04:32:27.659Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s)", "timestamp": "2026-10-21T04:32:27.624Z", "metadata": {} }, "check.aiModeOn": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 2 run(s): aiModeSearch.enableAiMode", "timestamp": "2026-10-21T04:32:27.580Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper run : CALL-FAILED; apify/google-search-scraper run QBh9c8stS2D4e5meu: RUNNING", "timestamp": "2026-10-21T04:32:27.472Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-21T04:32:27.380Z", "metadata": {} } }, "verdict": "inconclusive", "fixArea": "none", "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "country", "ranOk" ], "judgeComment": null }, { "scenarioId": "google-search-scraper-usage-german-serp", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:27:30.009Z", "day": "2026-10-21", "traceId": "82e6158d2198dafee603be8a4b429b19", "observationId": "98189d8ddc5f8b27", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/82e6158d2198dafee603be8a4b429b19?observation=98189d8ddc5f8b27", "subject": "apify/google-search-scraper", "owner": "google", "skill": "use", "title": "google-search / use / german-serp", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check country: apify/google-search-scraper: countryCode is missing (expected \"de\")", "timestamp": "2026-10-21T04:34:55.575Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check country: apify/google-search-scraper: countryCode is missing (expected \"de\")", "timestamp": "2026-10-21T04:34:55.468Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-21T04:34:55.431Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-21T04:34:55.398Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "input-schema", "comment": "check country: apify/google-search-scraper: countryCode is missing (expected \"de\")", "timestamp": "2026-10-21T04:34:55.361Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-21T04:34:55.278Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer reports 9 organic results and the top three domains, grounded in the retrieved data, and the returned searchQuery shows DE/de locale. The answer fulfils the task, although the input did not use the expected locale fields.", "timestamp": "2026-10-21T04:34:55.237Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The agent made two fetch-actor-details calls, one call-actor and two get-dataset-items calls. The first get-dataset-items call used a fields filter that dropped the organic data, so a second call was needed. This is a minor redundancy but the path stayed direct.", "timestamp": "2026-10-21T04:34:55.204Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the dataset and took the domains from organicResults URLs (leasingmarkt.de, adac.de, insta-drive.com), and the count of 9 matches the run's statusMessage 'Extracted: 9 organicResults'.", "timestamp": "2026-10-21T04:34:55.167Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "The agent put gl=de&hl=de in a Google search URL passed as the query and omitted the countryCode and languageCode input fields, so the deterministic country and lang checks failed; maxPagesPerQuery=1 was correct. The output did show countryCode DE and languageCode de, so the locale worked, but the input did not use the proper fields.", "timestamp": "2026-10-21T04:34:55.126Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the Actor details (input schema and readme), then used call-actor and get-dataset-items on the named apify/google-search-scraper, which is the right toolset.", "timestamp": "2026-10-21T04:34:55.087Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-search-scraper-usage-german-serp", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:28:18.032Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: country", "timestamp": "2026-10-21T04:28:17.987Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-21T04:28:17.951Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 1 items ok", "timestamp": "2026-10-21T04:28:17.910Z", "metadata": {} }, "check.pages": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxPagesPerQuery", "timestamp": "2026-10-21T04:28:17.874Z", "metadata": {} }, "check.lang": { "value": 0, "stringValue": null, "comment": "FAIL (warn): apify/google-search-scraper: languageCode is missing (expected \"de\")", "timestamp": "2026-10-21T04:28:17.840Z", "metadata": {} }, "check.country": { "value": 0, "stringValue": null, "comment": "FAIL: apify/google-search-scraper: countryCode is missing (expected \"de\")", "timestamp": "2026-10-21T04:28:17.804Z", "metadata": {} }, "check.query": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-21T04:28:17.763Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:28:17.689Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-21T04:28:17.599Z", "metadata": {} } }, "verdict": "fail", "fixArea": "input-schema", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "lang", "country" ], "judgeComment": "FAIL: check country: apify/google-search-scraper: countryCode is missing (expected \"de\")" }, { "scenarioId": "google-search-scraper-discovery-organic-results", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:27:33.798Z", "day": "2026-10-21", "traceId": "98ce365e824f75665f6b988bf6781c56", "observationId": "1e381858a9cbfb56", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/98ce365e824f75665f6b988bf6781c56?observation=1e381858a9cbfb56", "subject": "apify/google-search-scraper", "owner": "google", "skill": "find", "title": "google-search / find / organic-results", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent ran the correct Actor with a single page, returned organic results with titles, links and snippets, and ended with the exact 'Actor: apify/google-search-scraper' line.", "timestamp": "2026-10-21T04:34:52.131Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent ran the correct Actor with a single page, returned organic results with titles, links and snippets, and ended with the exact 'Actor: apify/google-search-scraper' line.", "timestamp": "2026-10-21T04:34:52.077Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: apify/google-search-scraper", "timestamp": "2026-10-21T04:34:52.038Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-21T04:34:51.999Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:34:51.963Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "The first get-dataset-items call with fields 'organicResults.title,...' returned only {\"searchQuery.term\":...}, so the dotted field selection did not work on nested array fields and the agent needed a second call with clean:true.", "timestamp": "2026-10-21T04:34:51.930Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-21T04:34:51.896Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent ran the correct Actor with a single page, returned organic results with titles, links and snippets, and ended with the exact 'Actor: apify/google-search-scraper' line.", "timestamp": "2026-10-21T04:34:51.848Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was direct: search, fetch details, run once, then fetch items. The only redundancy was one failed field-filtered fetch, followed by one retry.", "timestamp": "2026-10-21T04:34:51.811Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.errorRecovery": { "value": 1, "stringValue": null, "comment": "The first get-dataset-items call with a fields filter returned only searchQuery.term because the nested fields were not flattened; the agent retried with clean:true and got the full item. This was a minor hiccup that it handled well.", "timestamp": "2026-10-21T04:34:51.772Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer lists six organic results with titles, URLs and snippets, and the visible previews are truncated so these cannot be shown to be invented; the agent saw the full clean dataset item, and it honestly marked result 2 as 'Snippet not returned'.", "timestamp": "2026-10-21T04:34:51.734Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input set queries to 'apify web scraping' and maxPagesPerQuery to 1, which matches the first-page-only requirement; the AI overview and AI mode flags were disabled sensibly.", "timestamp": "2026-10-21T04:34:51.696Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used search-actors, fetch-actor-details, call-actor and get-dataset-items, and picked apify/google-search-scraper, the intended Actor for a SERP request.", "timestamp": "2026-10-21T04:34:51.659Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-search-scraper-discovery-organic-results", "notApplicable": [], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:28:03.041Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-21T04:28:02.999Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:28:02.962Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"apify/google-search-scraper\"", "timestamp": "2026-10-21T04:28:02.871Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used apify/google-search-scraper", "timestamp": "2026-10-21T04:28:02.782Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent ran the correct Actor with a single page, returned organic results with titles, links and snippets, and ended with the exact 'Actor: apify/google-search-scraper' line." }, { "scenarioId": "google-maps-contact-details-usage-toronto-roofers", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:27:38.454Z", "day": "2026-10-21", "traceId": "94ee936e59464e8dfcbb1662e117b689", "observationId": "a8833c4f8b216aae", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/94ee936e59464e8dfcbb1662e117b689?observation=a8833c4f8b216aae", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "use", "title": "google-maps-contact-details / use / toronto-roofers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 4 of 10 items missing emails", "timestamp": "2026-10-21T04:34:54.732Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 4 of 10 items missing emails", "timestamp": "2026-10-21T04:34:54.630Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-21T04:34:54.595Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-21T04:34:54.548Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 4 of 10 items missing emails", "timestamp": "2026-10-21T04:34:54.511Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-21T04:34:54.476Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent delivered 10 Toronto roofing companies with names, websites, emails and social links, and truthfully stated 6 of 10 had an email, matching the harness fact.", "timestamp": "2026-10-21T04:34:54.440Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Only four tool calls were made (two detail fetches, one run, one poll, one dataset fetch) with no repetition.", "timestamp": "2026-10-21T04:34:54.410Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table matches the dataset items (e.g. info@infinitygutters.ca, RoofLife socials), and the count of 6 agrees with the fact that 4 of 10 items lacked emails. The agent also flagged the likely placeholder contact@mysite.com.", "timestamp": "2026-10-21T04:34:54.371Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 0, "stringValue": null, "comment": "Search term, location (Toronto, Canada), and maxCrawledPlacesPerSearch=10 were sensible, but the deterministic socials check failed because scrapeSocialMediaProfiles was not set, even though the agent said it was confirming social-profile options.", "timestamp": "2026-10-21T04:34:54.331Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used the pinned lukaskrivka/google-maps-with-contact-details Actor, checked its details first, then used call-actor, get-actor-run and get-dataset-items, all appropriate for the task.", "timestamp": "2026-10-21T04:34:54.290Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-contact-details-usage-toronto-roofers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:29:21.100Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-21T04:29:21.056Z", "metadata": {} }, "check.count": { "value": 1, "stringValue": null, "comment": "PASS (warn): answer matches /[0-9]/", "timestamp": "2026-10-21T04:29:21.017Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 4 of 10 items missing emails", "timestamp": "2026-10-21T04:29:20.983Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-21T04:29:20.944Z", "metadata": {} }, "check.socials": { "value": 0, "stringValue": null, "comment": "FAIL (warn): lukaskrivka/google-maps-with-contact-details: scrapeSocialMediaProfiles is missing (expected to be set)", "timestamp": "2026-10-21T04:29:20.897Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-21T04:29:20.849Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:29:20.804Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-21T04:29:20.766Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields", "socials" ], "judgeComment": "FAIL: check fields: 4 of 10 items missing emails" }, { "scenarioId": "google-maps-contact-details-discovery-toronto-roofers-emails", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:27:48.323Z", "day": "2026-10-21", "traceId": "b82e4a522565835b648471f351532421", "observationId": "a1f4e0c730a35308", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/b82e4a522565835b648471f351532421?observation=a1f4e0c730a35308", "subject": "lukaskrivka/google-maps-with-contact-details", "owner": "google", "skill": "find", "title": "google-maps-contact-details / find / toronto-roofers-emails", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used buff_pineapple/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-21T04:34:48.535Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used buff_pineapple/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-21T04:34:48.426Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "buff_pineapple/google-maps-scraper", "comment": "Actors the agent ran: buff_pineapple/google-maps-scraper", "timestamp": "2026-10-21T04:34:48.387Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-21T04:34:48.344Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:34:48.306Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used buff_pineapple/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-21T04:34:48.269Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "5 tool calls valid", "timestamp": "2026-10-21T04:34:48.235Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The agent reported a real count (6 of 10) with names and emails and ended with the Actor line, but the named Actor is not the expected one and the Actor-line check failed, so the deliverable does not match the expected outcome.", "timestamp": "2026-10-21T04:34:48.196Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Five calls in a direct sequence (search, details, run, poll, fetch items) with no repetition.", "timestamp": "2026-10-21T04:34:48.161Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The answer's emails (e.g. service@alpineroofing.ca, info@parkdaleroofing.ca) and the null results for four companies match the dataset preview; the Toronto Green Roof email was truncated in the preview, so it cannot be checked but is plausible.", "timestamp": "2026-10-21T04:34:48.115Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input (query 'roofing companies in Toronto', maxResults 10, includeEmails true) was sensible and the run SUCCEEDED with 10 items, though the agent guessed field names such as includeDetails and includeEmails and did not verify them against the input schema.", "timestamp": "2026-10-21T04:34:48.075Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent ran one broad search ('Google Maps business', limit 5) and picked buff_pineapple/google-maps-scraper instead of the expected lukaskrivka/google-maps-with-contact-details, though the chosen Actor does offer website email enrichment (rightActor FAIL).", "timestamp": "2026-10-21T04:34:48.041Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-contact-details-discovery-toronto-roofers-emails", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:29:01.748Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-21T04:29:01.710Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:29:01.669Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"lukaskrivka/google-maps-with-contact-details\"", "timestamp": "2026-10-21T04:29:01.563Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used buff_pineapple/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details", "timestamp": "2026-10-21T04:29:01.476Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "buff_pineapple/google-maps-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used buff_pineapple/google-maps-scraper; expected lukaskrivka/google-maps-with-contact-details" }, { "scenarioId": "google-maps-reviews-usage-ritz-trend", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:28:03.080Z", "day": "2026-10-21", "traceId": "79d77065091fec5ac977d37350e2b121", "observationId": "16bd07135da866a7", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/79d77065091fec5ac977d37350e2b121?observation=16bd07135da866a7", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "use", "title": "google-maps-reviews / use / ritz-trend", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The final answer gives the newest-15 average (4.47) and the previous-15 average (4.33), and says the trend is up by 0.13. This is consistent with its own numbers and with the 30 retrieved newest-first reviews.", "timestamp": "2026-10-21T04:34:44.740Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The final answer gives the newest-15 average (4.47) and the previous-15 average (4.33), and says the trend is up by 0.13. This is consistent with its own numbers and with the 30 retrieved newest-first reviews.", "timestamp": "2026-10-21T04:34:44.691Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-21T04:34:44.656Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:34:44.619Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All applicable dimensions passed: the run SUCCEEDED with 30 items sorted newest first, and the agent computed both averages from the retrieved star data.", "timestamp": "2026-10-21T04:34:44.577Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-21T04:34:44.517Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The final answer gives the newest-15 average (4.47) and the previous-15 average (4.33), and says the trend is up by 0.13. This is consistent with its own numbers and with the 30 retrieved newest-first reviews.", "timestamp": "2026-10-21T04:34:44.481Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Three tool calls (details, run, fetch items) with no repetition, and the fetch was restricted to the needed fields.", "timestamp": "2026-10-21T04:34:44.449Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The agent fetched the stars and publishedAtDate fields (the preview shows newest-first dates and star values) and reported averages of 4.47 and 4.33. These correspond to sums of 67/15 and 65/15 and are consistent with the visible star values, so nothing contradicts them as invented.", "timestamp": "2026-10-21T04:34:44.413Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The input used maxReviews:30, reviewsSort:\"newest\", and a Google Maps search URL for The Ritz-Carlton, Chicago. The run returned 30 items titled \"The Ritz-Carlton, Chicago\" at 160 E Pearson St, and the cap check passed.", "timestamp": "2026-10-21T04:34:44.364Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the Actor details with fetch-actor-details, ran the named compass/google-maps-reviews-scraper with call-actor, and fetched results with get-dataset-items, which is the right sequence.", "timestamp": "2026-10-21T04:34:44.330Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-reviews-usage-ritz-trend", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:28:39.597Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "4 check(s) passed", "timestamp": "2026-10-21T04:28:39.558Z", "metadata": {} }, "check.stars": { "value": 1, "stringValue": null, "comment": "PASS (warn): 30 items ok", "timestamp": "2026-10-21T04:28:39.518Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 30 items ok", "timestamp": "2026-10-21T04:28:39.481Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxReviews", "timestamp": "2026-10-21T04:28:39.449Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:28:39.415Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-reviews-scraper", "timestamp": "2026-10-21T04:28:39.319Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\b[1-5](\\.\\d+)?\\b/", "timestamp": "2026-10-21T04:28:39.230Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The final answer gives the newest-15 average (4.47) and the previous-15 average (4.33), and says the trend is up by 0.13. This is consistent with its own numbers and with the 30 retrieved newest-first reviews." }, { "scenarioId": "google-maps-reviews-discovery-ritz", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:28:18.064Z", "day": "2026-10-21", "traceId": "a149b9f881b91ebc9c447b79ee84fde6", "observationId": "239ff74c7ef19a73", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/a149b9f881b91ebc9c447b79ee84fde6?observation=239ff74c7ef19a73", "subject": "compass/google-maps-reviews-scraper", "owner": "google", "skill": "find", "title": "google-maps-reviews / find / ritz", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The answer summarises praises and complaints from the 30 most recent Google reviews, notes that some reviews have no text, and ends with the required 'Actor: compass/Google-Maps-Reviews-Scraper' line.", "timestamp": "2026-10-21T04:34:49.032Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The answer summarises praises and complaints from the 30 most recent Google reviews, notes that some reviews have no text, and ends with the required 'Actor: compass/Google-Maps-Reviews-Scraper' line.", "timestamp": "2026-10-21T04:34:48.998Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "intended", "comment": "Actors the agent ran: compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-21T04:34:48.961Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.found": { "value": 1, "stringValue": null, "comment": "intended subject used", "timestamp": "2026-10-21T04:34:48.923Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:34:48.886Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the right Actor ran successfully with 30 items, and the summary is grounded in the retrieved reviews.", "timestamp": "2026-10-21T04:34:48.778Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "8 tool calls valid", "timestamp": "2026-10-21T04:34:48.742Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer summarises praises and complaints from the 30 most recent Google reviews, notes that some reviews have no text, and ends with the required 'Actor: compass/Google-Maps-Reviews-Scraper' line.", "timestamp": "2026-10-21T04:34:48.707Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The core path was direct (search, details, one run). There were several overlapping get-dataset-items calls with different field sets and offsets to read text and dates, which is slightly redundant but not wasteful.", "timestamp": "2026-10-21T04:34:48.672Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The star distribution in the answer (23×5, 2×4, 4×2, 1×1, average 4.4, Sep 1–Oct 19) matches the 30 fetched star/date rows exactly, and the cited themes (Agnes, lake views, the umbrella/bar incident, crowded dining) match the review text shown.", "timestamp": "2026-10-21T04:34:48.635Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor used a Maps search URL for 'The Ritz-Carlton, Chicago' with maxReviews=30, reviewsSort='newest', language 'en' and reviewsOrigin 'google'; the dataset confirmed the right place (160 E Pearson St, Chicago).", "timestamp": "2026-10-21T04:34:48.560Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched the store, read the details of compass/Google-Maps-Reviews-Scraper (the reviews-specific Actor, not the places scraper), ran it, and fetched the dataset items.", "timestamp": "2026-10-21T04:34:48.519Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-reviews-discovery-ritz", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:29:17.362Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "2 check(s) passed", "timestamp": "2026-10-21T04:29:17.325Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:29:17.284Z", "metadata": {} }, "check.namedActor": { "value": 1, "stringValue": null, "comment": "PASS: answer contains \"compass/google-maps-reviews-scraper\"", "timestamp": "2026-10-21T04:29:17.244Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/Google-Maps-Reviews-Scraper", "timestamp": "2026-10-21T04:29:17.207Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": 1, "works": null, "subjectCalled": "intended", "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The answer summarises praises and complaints from the 30 most recent Google reviews, notes that some reviews have no text, and ends with the required 'Actor: compass/Google-Maps-Reviews-Scraper' line." }, { "scenarioId": "google-maps-extractor-usage-toronto-plumbers", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:28:39.628Z", "day": "2026-10-21", "traceId": "84d3e618d608d6e74503102feadab2f3", "observationId": "a9f17af421522335", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/84d3e618d608d6e74503102feadab2f3?observation=a9f17af421522335", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "use", "title": "google-maps-extractor / use / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 2 of 15 items missing address", "timestamp": "2026-10-21T04:34:46.041Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 2 of 15 items missing address", "timestamp": "2026-10-21T04:34:45.945Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-21T04:34:45.910Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-21T04:34:45.870Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 2 of 15 items missing address", "timestamp": "2026-10-21T04:34:45.834Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-21T04:34:45.798Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned 15 plumbers with name, phone and rating, stated the count, and named the nine-way tie at 5.0 as highest-rated. Two addresses were missing, which the agent reported honestly as \"Not provided\" because the Actor returned null for them. This is why the fields check failed.", "timestamp": "2026-10-21T04:34:45.757Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Three calls (details, run, fetch items) with no repetition or wasted steps.", "timestamp": "2026-10-21T04:34:45.722Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The table matches the dataset preview row by row, and the grounded check passed on all 22 numbers. Null addresses were shown as \"Not provided\" rather than invented.", "timestamp": "2026-10-21T04:34:45.686Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The input used searchStringsArray [\"plumbers\"], locationQuery \"Toronto, Ontario, Canada\" and maxCrawledPlacesPerSearch 15, and the cap check passed. The dataset fetch requested only title, address, phone and totalScore, which are the fields needed.", "timestamp": "2026-10-21T04:34:45.646Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the pinned Actor's details, ran compass/google-maps-extractor, and fetched the results with get-dataset-items, which is the right toolset for the task.", "timestamp": "2026-10-21T04:34:45.606Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-extractor-usage-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:29:13.954Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-21T04:29:13.908Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 22 numbers found in Actor output", "timestamp": "2026-10-21T04:29:13.862Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /[1-5][.][0-9]/", "timestamp": "2026-10-21T04:29:13.825Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 15 items missing address", "timestamp": "2026-10-21T04:29:13.786Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 15 items ok", "timestamp": "2026-10-21T04:29:13.748Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-21T04:29:13.666Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:29:13.629Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/google-maps-extractor", "timestamp": "2026-10-21T04:29:13.545Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 2 of 15 items missing address" }, { "scenarioId": "google-maps-extractor-discovery-toronto-plumbers", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:29:01.803Z", "day": "2026-10-21", "traceId": "20817aee3cd5105148f29aa9d8d6eb59", "observationId": "63634b0634b9a831", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/20817aee3cd5105148f29aa9d8d6eb59?observation=63634b0634b9a831", "subject": "compass/google-maps-extractor", "owner": "google", "skill": "find", "title": "google-maps-extractor / find / toronto-plumbers", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used aolmo/google-maps-places; expected compass/google-maps-extractor", "timestamp": "2026-10-21T04:34:41.781Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used aolmo/google-maps-places; expected compass/google-maps-extractor", "timestamp": "2026-10-21T04:34:41.665Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "aolmo/google-maps-places", "comment": "Actors the agent ran: aolmo/google-maps-places", "timestamp": "2026-10-21T04:34:41.629Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-21T04:34:41.592Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:34:41.548Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used aolmo/google-maps-places; expected compass/google-maps-extractor", "timestamp": "2026-10-21T04:34:41.497Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-21T04:34:41.457Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The answer gives 15 Toronto plumbers with all five requested fields, grounded in the retrieved data, but the namedActor check FAILED because the final line names aolmo/google-maps-places instead of an accepted Actor.", "timestamp": "2026-10-21T04:34:41.390Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four direct calls (search, fetch details, run, get items) with no repetition, though the search was shallow and never compared the well-known Actors.", "timestamp": "2026-10-21T04:34:41.351Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table matches the get-dataset-items preview rows (e.g. Plumber GTA Of Toronto, (437) 494-5528, rating 5), and the agent projected only name, address, phone, website and rating, so no reviews were included.", "timestamp": "2026-10-21T04:34:41.312Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input had queries ['plumbers in Toronto, Ontario, Canada'], maxPlaces 15, country 'ca' and language 'en', which matches the Actor's schema and the task, and the run SUCCEEDED with 15 items.", "timestamp": "2026-10-21T04:34:41.277Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 0, "stringValue": null, "comment": "The agent used aolmo/google-maps-places, a third-party Actor, rather than compass/google-maps-extractor or compass/crawler-google-places, and the deterministic rightActor check FAILED. It searched only with 'Google Maps plumbers', which surfaced niche plumber scrapers, and never looked at the compass Actors.", "timestamp": "2026-10-21T04:34:41.237Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "google-maps-extractor-discovery-toronto-plumbers", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:29:30.525Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-21T04:29:30.492Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:29:30.410Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not match /compass/(google-maps-extractor|crawler-google-places)/", "timestamp": "2026-10-21T04:29:30.360Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used aolmo/google-maps-places; expected compass/google-maps-extractor", "timestamp": "2026-10-21T04:29:30.240Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "aolmo/google-maps-places", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used aolmo/google-maps-places; expected compass/google-maps-extractor" }, { "scenarioId": "crawler-google-places-usage-prague-coffee", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:29:13.990Z", "day": "2026-10-21", "traceId": "38d58c150bfdecc7a8c0ed377b24e3b0", "observationId": "62a0f91250f0ffd1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/38d58c150bfdecc7a8c0ed377b24e3b0?observation=62a0f91250f0ffd1", "subject": "compass/crawler-google-places", "owner": "google", "skill": "use", "title": "crawler-google-places / use / prague-coffee", "scores": { "judge.verdict": { "value": null, "stringValue": "pass", "comment": "The agent reported 10 places with name, address, phone and rating, and named the highest-rated (Smokehouse at 5.0) with an honest caveat about its category; the result is grounded in the data.", "timestamp": "2026-10-21T04:34:35.190Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.overall": { "value": 1, "stringValue": null, "comment": "PASS: The agent reported 10 places with name, address, phone and rating, and named the highest-rated (Smokehouse at 5.0) with an honest caveat about its category; the result is grounded in the data.", "timestamp": "2026-10-21T04:34:35.086Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "eval.works": { "value": 1, "stringValue": null, "comment": "usage scenario passed", "timestamp": "2026-10-21T04:34:34.988Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.disagreement": { "value": 0, "stringValue": null, "comment": "model and checks agree", "timestamp": "2026-10-21T04:34:34.938Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "none", "comment": "All dimensions passed: the run succeeded with 10 items and the answer is grounded in the dataset returned by get-dataset-items.", "timestamp": "2026-10-21T04:34:34.882Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "3 tool calls valid", "timestamp": "2026-10-21T04:34:34.847Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported 10 places with name, address, phone and rating, and named the highest-rated (Smokehouse at 5.0) with an honest caveat about its category; the result is grounded in the data.", "timestamp": "2026-10-21T04:34:34.816Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Three calls were made in a direct sequence (schema, run, fetch items) with no redundancy.", "timestamp": "2026-10-21T04:34:34.718Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table matches the dataset preview exactly (names, addresses, phones, scores), shows blank phones as 'Not listed', and the grounded check passed.", "timestamp": "2026-10-21T04:34:34.674Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "Input used searchStringsArray [\"coffee shop\"], locationQuery \"Prague, Czech Republic\", maxCrawledPlacesPerSearch 10, and placeMinimumStars \"four\", all valid and the cap check passed.", "timestamp": "2026-10-21T04:34:34.629Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent used fetch-actor-details to read the schema, call-actor on compass/crawler-google-places, and get-dataset-items to read results, which fits the task.", "timestamp": "2026-10-21T04:34:34.588Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "crawler-google-places-usage-prague-coffee", "notApplicable": [ "errorRecovery" ], "verdict": "pass", "fixAreaSource": "none", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:29:48.035Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-21T04:29:47.996Z", "metadata": {} }, "check.grounded": { "value": 1, "stringValue": null, "comment": "PASS: all 4 numbers found in Actor output", "timestamp": "2026-10-21T04:29:47.924Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-21T04:29:47.888Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-21T04:29:47.851Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxCrawledPlacesPerSearch", "timestamp": "2026-10-21T04:29:47.816Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:29:47.740Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used compass/crawler-google-places", "timestamp": "2026-10-21T04:29:47.700Z", "metadata": {} }, "check.shape": { "value": 1, "stringValue": null, "comment": "PASS: answer matches /\\+?\\d[\\d ()-]{7,}/", "timestamp": "2026-10-21T04:29:47.606Z", "metadata": {} } }, "verdict": "pass", "fixArea": "none", "found": null, "works": 1, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "PASS: The agent reported 10 places with name, address, phone and rating, and named the highest-rated (Smokehouse at 5.0) with an honest caveat about its category; the result is grounded in the data." }, { "scenarioId": "crawler-google-places-discovery-miami-gyms", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": null, "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:29:17.402Z", "day": "2026-10-21", "traceId": "1aab4de59c6cd9e8e0a852cc8cfac9e0", "observationId": "9a98151572f90cd4", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1aab4de59c6cd9e8e0a852cc8cfac9e0?observation=9a98151572f90cd4", "subject": "compass/crawler-google-places", "owner": "google", "skill": "find", "title": "crawler-google-places / find / miami-gyms", "scores": { "check.infra": { "value": 0, "stringValue": null, "comment": "session timed out", "timestamp": "2026-10-21T04:34:18.304Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-21T04:34:18.267Z", "metadata": {} }, "check.ranOk": { "value": 0, "stringValue": null, "comment": "FAIL (warn): scrapesage/google-maps-scraper run kwcVeUoWH8xhxorNK: RUNNING", "timestamp": "2026-10-21T04:34:18.231Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"compass/crawler-google-places\"", "timestamp": "2026-10-21T04:34:18.151Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used scrapesage/google-maps-scraper; expected compass/crawler-google-places", "timestamp": "2026-10-21T04:34:18.072Z", "metadata": {} } }, "verdict": "unjudged", "fixArea": null, "found": null, "works": null, "subjectCalled": null, "infraOk": false, "failedChecks": [ "ranOk", "namedActor", "rightActor" ], "judgeComment": null }, { "scenarioId": "contact-info-scraper-usage-two-domains-shallow", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:29:21.136Z", "day": "2026-10-21", "traceId": "8328d716b223266f66dbb8af4d204133", "observationId": "0ea8212606a3092f", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/8328d716b223266f66dbb8af4d204133?observation=0ea8212606a3092f", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "use", "title": "contact-info / use / two-domains-shallow", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-21T04:34:35.488Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-21T04:34:35.191Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-21T04:34:35.089Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-21T04:34:34.932Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "output-format", "comment": "check fields: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-21T04:34:34.896Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-21T04:34:34.856Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent reported emails and social profiles for both domains, stated that notion.so had no emails instead of inventing any, and kept the crawl to depth 1. The fields check failure comes from the Actor's output shape (no url field, empty emails for one item), not from the agent's report.", "timestamp": "2026-10-21T04:34:34.819Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four calls in a direct sequence (details, run, poll, fetch) with no repetition or wasted steps.", "timestamp": "2026-10-21T04:34:34.785Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer groups emails and social links per domain from the dataset. The visible notion.so item matches the report, including the redirect to notion.com and empty emails. The agent flagged third-party profiles and the intercom.io email as such, and nothing visible contradicts the data.", "timestamp": "2026-10-21T04:34:34.735Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor input had both start URLs, maxDepth:1 and sameDomain:true, with sensible request caps (maxRequests 80). The harness confirms urls and depth checks passed.", "timestamp": "2026-10-21T04:34:34.690Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the pinned Actor's details with fetch-actor-details, ran it with call-actor, polled with get-actor-run and fetched results with get-dataset-items, which is the right toolchain for the task.", "timestamp": "2026-10-21T04:34:34.606Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "contact-info-scraper-usage-two-domains-shallow", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:30:38.130Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: fields", "timestamp": "2026-10-21T04:30:38.094Z", "metadata": {} }, "check.fields": { "value": 0, "stringValue": null, "comment": "FAIL: 2 of 2 items missing url; 1 of 2 items missing emails", "timestamp": "2026-10-21T04:30:38.039Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 2 items ok", "timestamp": "2026-10-21T04:30:38.003Z", "metadata": {} }, "check.depth": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): maxDepth", "timestamp": "2026-10-21T04:30:37.968Z", "metadata": {} }, "check.urls": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-21T04:30:37.931Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:30:37.857Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used vdrmota/contact-info-scraper", "timestamp": "2026-10-21T04:30:37.769Z", "metadata": {} } }, "verdict": "fail", "fixArea": "output-format", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [ "fields" ], "judgeComment": "FAIL: check fields: 2 of 2 items missing url; 1 of 2 items missing emails" }, { "scenarioId": "contact-info-scraper-discovery-notion-website", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:29:30.560Z", "day": "2026-10-21", "traceId": "1fefa2c703e72d1a88c3b5291d8b812d", "observationId": "ed32f3409176f6a0", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/1fefa2c703e72d1a88c3b5291d8b812d?observation=ed32f3409176f6a0", "subject": "vdrmota/contact-info-scraper", "owner": "google", "skill": "find", "title": "contact-info / find / notion-website", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used aitorsm/email-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-21T04:34:29.677Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used aitorsm/email-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-21T04:34:29.552Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "aitorsm/email-extractor", "comment": "Actors the agent ran: aitorsm/email-extractor", "timestamp": "2026-10-21T04:34:29.514Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-21T04:34:29.475Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-21T04:34:29.421Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used aitorsm/email-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-21T04:34:29.381Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-21T04:34:29.345Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The agent returned social profiles and a contact-sales page grounded in data and honestly reported no emails or phones, but it used a different Actor than the expected one, and the data was partially blocked, so it is only a partial match of the reference outcome (the deterministic rightActor and namedActor checks already failed).", "timestamp": "2026-10-21T04:34:29.307Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "Four calls (search, fetch details, call, get items) form a direct path with no repetition.", "timestamp": "2026-10-21T04:34:29.270Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final answer reports empty emails/phones, the blocked reason, the redirect to notion.com, the contact-sales page and the social links, all of which appear in the dataset item; the YouTube link was omitted but nothing was invented.", "timestamp": "2026-10-21T04:34:29.228Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "call-actor input was {urls:[\"https://www.notion.so\"], crawlContactPages:true, maxContactPages:4, facebookFallback:false}, which matches the schema (required urls) and the shallow-crawl intent.", "timestamp": "2026-10-21T04:34:29.105Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched for 'website contact' and picked aitorsm/email-extractor, a contact-extractor that fits the URL-based task, even though it is not the intended vdrmota/contact-info-scraper.", "timestamp": "2026-10-21T04:34:29.014Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "contact-info-scraper-discovery-notion-website", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:30:01.582Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-21T04:30:01.543Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:30:01.495Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"vdrmota/contact-info-scraper\"", "timestamp": "2026-10-21T04:30:01.415Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used aitorsm/email-extractor; expected vdrmota/contact-info-scraper", "timestamp": "2026-10-21T04:30:01.310Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "aitorsm/email-extractor", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used aitorsm/email-extractor; expected vdrmota/contact-info-scraper" }, { "scenarioId": "booking-scraper-usage-amsterdam-three-adults", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:29:48.069Z", "day": "2026-10-21", "traceId": "e1c7898f3c0199c8fcd46242db5b6e37", "observationId": "1fa523c239802ec1", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/e1c7898f3c0199c8fcd46242db5b6e37?observation=1fa523c239802ec1", "subject": "voyager/booking-scraper", "owner": "google", "skill": "use", "title": "booking / use / amsterdam-three-adults", "scores": { "judge.verdict": { "value": null, "stringValue": "fail", "comment": "judge: task not completed", "timestamp": "2026-10-21T04:34:36.504Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: judge: task not completed", "timestamp": "2026-10-21T04:34:36.388Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "eval.works": { "value": 0, "stringValue": null, "comment": "usage scenario failed", "timestamp": "2026-10-21T04:34:36.186Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-21T04:34:36.095Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "agent-or-model", "comment": "The Actor produced 10 items, but after get-actor-run showed a lagging itemCount of 9 the agent stated 'nine hotels, not ten' and did not count the items returned by get-dataset-items (limit 20), so its count and extremes are wrong.", "timestamp": "2026-10-21T04:34:35.920Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-21T04:34:35.886Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 0, "stringValue": null, "comment": "The final answer says 9 hotels were retrieved, contradicting the verified 10 items, and the cheapest price and top-rated claims were computed over a possibly incomplete set, so the requested report is not reliably correct.", "timestamp": "2026-10-21T04:34:35.827Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was direct: fetch details, run, wait, fetch items, with no repeated or wasted calls.", "timestamp": "2026-10-21T04:34:35.787Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 0, "stringValue": null, "comment": "The agent said 'The run returned nine hotels' right after get-actor-run showed itemCount 9, yet the harness verified 10 dataset items. It then fetched items with limit 20 and never reconciled the count, so the reported 9 and the cheapest/top-rated picks (CityHub €94.42, a three-way tie at 9.4) may rest on an incomplete view.", "timestamp": "2026-10-21T04:34:35.687Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input had search Amsterdam, maxItems 10, adults 3, checkIn 2026-11-18 and checkOut 2026-11-20 (28 days after the 2026-10-21 start), and the deterministic checks for cap, dates and adults all passed.", "timestamp": "2026-10-21T04:34:35.587Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent read the Actor details first, then used call-actor, get-actor-run and get-dataset-items, which fits the task of running voyager/booking-scraper and reading its results.", "timestamp": "2026-10-21T04:34:35.490Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "booking-scraper-usage-amsterdam-three-adults", "notApplicable": [ "errorRecovery" ], "verdict": "fail", "fixAreaSource": "model", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:31:15.458Z", "metadata": {} }, "check.all": { "value": 1, "stringValue": null, "comment": "6 check(s) passed", "timestamp": "2026-10-21T04:31:15.422Z", "metadata": {} }, "check.optFields": { "value": 1, "stringValue": null, "comment": "PASS (warn): 10 items ok", "timestamp": "2026-10-21T04:31:15.384Z", "metadata": {} }, "check.fields": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-21T04:31:15.356Z", "metadata": {} }, "check.items": { "value": 1, "stringValue": null, "comment": "PASS: 10 items ok", "timestamp": "2026-10-21T04:31:15.313Z", "metadata": {} }, "check.adults": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s): adults", "timestamp": "2026-10-21T04:31:15.279Z", "metadata": {} }, "check.dates": { "value": 1, "stringValue": null, "comment": "PASS: input ok on 1 run(s)", "timestamp": "2026-10-21T04:31:15.217Z", "metadata": {} }, "check.cap": { "value": 1, "stringValue": null, "comment": "PASS (warn): input ok on 1 run(s): maxItems", "timestamp": "2026-10-21T04:31:15.176Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS: 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:31:15.098Z", "metadata": {} }, "check.rightActor": { "value": 1, "stringValue": null, "comment": "PASS: used voyager/booking-scraper", "timestamp": "2026-10-21T04:31:15.025Z", "metadata": {} } }, "verdict": "fail", "fixArea": "agent-or-model", "found": null, "works": 0, "subjectCalled": null, "infraOk": true, "failedChecks": [], "judgeComment": "FAIL: judge: task not completed" }, { "scenarioId": "booking-scraper-discovery-amsterdam-hotels", "experimentId": "d1e88ab53e9f682d", "experimentName": "store-actors · gpt-luna-latest · codex · 2026-10-21 04:01 · schedule · mxkeh", "model": "~openai/gpt-luna-latest", "resolvedModel": "openai/gpt-6-luna", "judgeModel": "anthropic/claude-sonnet-5.5", "trigger": "schedule", "repeats": 1, "fullScope": true, "startTime": "2026-10-21T04:30:01.621Z", "day": "2026-10-21", "traceId": "64e6d52cc3126d30ae255013e045ef1a", "observationId": "cd553a133fe04429", "traceUrl": "https://langfuse.apify.dev/project/cmubaf44p00apvl07mmocug5q/traces/64e6d52cc3126d30ae255013e045ef1a?observation=cd553a133fe04429", "subject": "voyager/booking-scraper", "owner": "google", "skill": "find", "title": "booking / find / amsterdam-hotels", "scores": { "judge.verdict": { "value": null, "stringValue": "wrong-actor", "comment": "check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-21T04:34:36.778Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.overall": { "value": 0, "stringValue": null, "comment": "FAIL: check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-21T04:34:36.678Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.subjectCalled": { "value": null, "stringValue": "santamaria-automations/booking-com-scraper", "comment": "Actors the agent ran: santamaria-automations/booking-com-scraper", "timestamp": "2026-10-21T04:34:36.638Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "eval.found": { "value": 0, "stringValue": null, "comment": "intended subject not used", "timestamp": "2026-10-21T04:34:36.596Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.disagreement": { "value": 1, "stringValue": null, "comment": "model and deterministic checks disagree", "timestamp": "2026-10-21T04:34:36.559Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "judge.fixArea": { "value": null, "stringValue": "discoverability", "comment": "check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-21T04:34:36.521Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.schemaValidity": { "value": 1, "stringValue": null, "comment": "4 tool calls valid", "timestamp": "2026-10-21T04:34:36.485Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.taskCompletion": { "value": 1, "stringValue": null, "comment": "The answer lists 10 Amsterdam Booking.com properties for a two-night stay a month out, names the cheapest consistently with the data, and ends with an Actor line. The actor named is not voyager/booking-scraper (namedActor FAIL), but the user-facing task was fulfilled from retrieved data.", "timestamp": "2026-10-21T04:34:36.432Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.planEfficiency": { "value": 1, "stringValue": null, "comment": "The path was direct with four calls (search, details, run, fetch items) and no repeats.", "timestamp": "2026-10-21T04:34:36.388Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.resultUtilization": { "value": 1, "stringValue": null, "comment": "The final table uses names, URLs, price_total values and room_type from the get-dataset-items output (e.g. Hostelle 44.63, Dutchies 47.90, Hotel Jesse 52.60). The cheapest pick matches its own list, and the agent flagged that the cheapest is a dorm bed.", "timestamp": "2026-10-21T04:34:36.218Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.argumentCorrectness": { "value": 1, "stringValue": null, "comment": "The call-actor input used destination Amsterdam, checkin 2026-11-21 and checkout 2026-11-23 (the run started 2026-10-21, so about a month ahead and 2 nights), and maxResults 10. It also added 2 adults, 1 room and EUR, which are sensible defaults. sortBy PRICE biases the sample toward the cheapest listings, but this is reasonable for a cheapest question.", "timestamp": "2026-10-21T04:34:36.187Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "rubric.toolSelection": { "value": 1, "stringValue": null, "comment": "The agent searched the store, read the details of santamaria-automations/booking-com-scraper, then ran it and fetched the dataset. That is a legitimate Booking.com hotel scraper that worked, though it is not the expected voyager/booking-scraper (rightActor FAIL), and the agent ran only one search with limit 5 and compared no alternatives.", "timestamp": "2026-10-21T04:34:36.095Z", "metadata": { "rubricVersion": "1203-draft-3", "judgeModel": "~anthropic/claude-sonnet-latest", "judgeModelResolved": "anthropic/claude-sonnet-5.5", "promptVersion": 1, "judgeImplVersion": "0.4.0", "contractVersion": "1.1.0", "datasetRunId": "d1e88ab53e9f682d", "experimentItemId": "booking-scraper-discovery-amsterdam-hotels", "notApplicable": [ "errorRecovery" ], "verdict": "wrong-subject", "fixAreaSource": "deterministic", "evidence": "artifact" } }, "check.infra": { "value": 1, "stringValue": null, "comment": "no infrastructure failure", "timestamp": "2026-10-21T04:30:38.585Z", "metadata": {} }, "check.all": { "value": 0, "stringValue": null, "comment": "failed: rightActor, namedActor", "timestamp": "2026-10-21T04:30:38.547Z", "metadata": {} }, "check.ranOk": { "value": 1, "stringValue": null, "comment": "PASS (warn): 1 run(s) SUCCEEDED", "timestamp": "2026-10-21T04:30:38.509Z", "metadata": {} }, "check.namedActor": { "value": 0, "stringValue": null, "comment": "FAIL: answer does not contain \"voyager/booking-scraper\"", "timestamp": "2026-10-21T04:30:38.474Z", "metadata": {} }, "check.rightActor": { "value": 0, "stringValue": null, "comment": "FAIL: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper", "timestamp": "2026-10-21T04:30:38.405Z", "metadata": {} } }, "verdict": "wrong-actor", "fixArea": "discoverability", "found": 0, "works": null, "subjectCalled": "santamaria-automations/booking-com-scraper", "infraOk": true, "failedChecks": [ "namedActor", "rightActor" ], "judgeComment": "FAIL: check rightActor: used santamaria-automations/booking-com-scraper; expected voyager/booking-scraper" } ], "experiments": [ { "id": "b4383d8e579ad815", "name": "store-actors · claude-haiku-4.5 · 2026-09-24 04:00 · scheduler · kyrov", "startTime": "2026-09-24T04:00:47.839Z", "itemCount": 61, "trigger": "scheduler", "fullScope": true, "model": "~anthropic/claude-haiku-latest" }, { "id": "5e67bfd883ac4728", "name": "store-actors · claude-haiku-4.5 · 2026-09-25 04:00 · scheduler · 1ygnl", "startTime": "2026-09-25T04:00:40.043Z", "itemCount": 61, "trigger": "scheduler", "fullScope": true, "model": "~anthropic/claude-haiku-latest" }, { "id": "ddf3a6e9e290c9cc", "name": "store-actors · claude-haiku-4.5 · 2026-09-26 04:00 · scheduler · dwwj6", "startTime": "2026-09-26T04:00:47.009Z", "itemCount": 43, "trigger": "scheduler", "fullScope": true, "model": "~anthropic/claude-haiku-latest" }, { "id": "c815ef08dbeb5bc9", "name": "store-actors · claude-haiku-4.5 · 2026-09-26 04:10 · scheduler · dwwj6", "startTime": "2026-09-26T04:10:53.661Z", "itemCount": 61, "trigger": "scheduler", "fullScope": true, "model": "~anthropic/claude-haiku-latest" }, { "id": "bdfec2052469d83a", "name": "store-actors · claude-haiku-4.5 · 2026-09-27 04:00 · scheduler · tlfv6", "startTime": "2026-09-27T04:00:46.099Z", "itemCount": 61, "trigger": "scheduler", "fullScope": true, "model": "~anthropic/claude-haiku-latest" }, { "id": "0426d494df48d8e4", "name": "store-actors · claude-haiku-4.5 · 2026-09-28 04:00 · scheduler · c2qkd", "startTime": "2026-09-28T04:00:46.126Z", "itemCount": 61, "trigger": "scheduler", "fullScope": true, "model": "~anthropic/claude-haiku-latest" }, { "id": "a1ff9afffcea3022", "name": "store-actors · claude-haiku-4.5 · 2026-09-29 04:00 · scheduler · zaba4", "startTime": "2026-09-29T04:00:42.162Z", "itemCount": 61, "trigger": "scheduler", "fullScope": true, "model": "~anthropic/claude-haiku-latest" }, { "id": "31adad9c502db58c", "name": "store-actors · claude-haiku-4.5 · subject:zillow-zip-search limit:1 · 2026-09-29 10:54 · judge-generic-test", "startTime": "2026-09-29T10:54:38.467Z", "itemCount": 1, "trigger": "judge-generic-test", "fullScope": false, "model": "~anthropic/claude-haiku-latest" }, { "id": "5d9149828b2c07b7", "name": "store-actors · claude-haiku-4.5 · 2026-09-30 04:01 · scheduler · 1xxhe", "startTime": "2026-09-30T04:01:10.279Z", "itemCount": 61, "trigger": "scheduler", "fullScope": true, "model": "~anthropic/claude-haiku-latest" }, { "id": "a556410b1665a8ee", "name": "store-actors · claude-haiku-4.5 · subject:crawler-google-places limit:1 · 2026-09-30 13:30 · cli", "startTime": "2026-09-30T13:30:05.693Z", "itemCount": 1, "trigger": "cli", "fullScope": false, "model": "~anthropic/claude-haiku-latest" }, { "id": "a27da9cff85d2975", "name": "store-actors · claude-haiku-4.5 · 2026-10-01 04:00 · scheduler · rs1me", "startTime": "2026-10-01T04:00:49.805Z", "itemCount": 61, "trigger": "scheduler", "fullScope": true, "model": "~anthropic/claude-haiku-latest" }, { "id": "22550e43b37ae83b", "name": "store-actors · claude-haiku-4.5 · 2026-10-02 04:00 · scheduler · 4zvnc", "startTime": "2026-10-02T04:00:58.185Z", "itemCount": 61, "trigger": "scheduler", "fullScope": true, "model": "~anthropic/claude-haiku-latest" }, { "id": "989a1f1eed435478", "name": "store-actors · claude-haiku-4.5 · 2026-10-03 04:00 · scheduler · 7edpa", "startTime": "2026-10-03T04:00:34.061Z", "itemCount": 61, "trigger": "scheduler", "fullScope": true, "model": "~anthropic/claude-haiku-latest" }, { "id": "69ba41f2c0500759", "name": "store-actors · claude-haiku-4.5 · 2026-10-04 04:00 · scheduler · yfkaj", "startTime": "2026-10-04T04:00:56.970Z", "itemCount": 61, "trigger": "scheduler", "fullScope": true, "model": "~anthropic/claude-haiku-latest" }, { "id": "795aea0c2a581930", "name": "store-actors · claude-haiku-4.5 · 2026-10-04 04:16 · scheduler · yfkaj", "startTime": "2026-10-04T04:16:02.697Z", "itemCount": 61, "trigger": "scheduler", "fullScope": true, "model": "~anthropic/claude-haiku-latest" }, { "id": "d9a39755af6897ae", "name": "store-actors · claude-haiku-4.5 · 2026-10-05 04:00 · scheduler · igydn", "startTime": "2026-10-05T04:00:54.799Z", "itemCount": 61, "trigger": "scheduler", "fullScope": true, "model": "~anthropic/claude-haiku-latest" }, { "id": "a1e467cf54207389", "name": "store-actors · claude-haiku-4.5 · 2026-10-06 04:00 · scheduler · yd1fw", "startTime": "2026-10-06T04:00:34.037Z", "itemCount": 61, "trigger": "scheduler", "fullScope": true, "model": "~anthropic/claude-haiku-latest" }, { "id": "3338e53ff7c8518c", "name": "store-actors · claude-haiku-4.5 · 2026-10-07 04:00 · scheduler · n6c2b", "startTime": "2026-10-07T04:00:34.678Z", "itemCount": 61, "trigger": "scheduler", "fullScope": true, "model": "~anthropic/claude-haiku-latest" }, { "id": "a9f6d3d359d47ce4", "name": "store-actors · local branch test · feat/store-report-on-main", "startTime": "2026-10-07T10:47:28.901Z", "itemCount": 1, "trigger": "cli-local-test", "fullScope": false, "model": "claude-haiku-4-5-20251001" }, { "id": "c2bbacb079dce037", "name": "store-actors · claude-haiku-4.5 · 2026-10-08 04:00 · scheduler · xhhjm", "startTime": "2026-10-08T04:00:54.544Z", "itemCount": 61, "trigger": "scheduler", "fullScope": true, "model": "~anthropic/claude-haiku-latest" }, { "id": "d1fd25c6375adc56", "name": "store-actors · claude-haiku-4.5 · subject:crawler-google-places limit:1 · 2026-10-08 11:38 · cli · tarrf", "startTime": "2026-10-08T11:38:43.757Z", "itemCount": 1, "trigger": "cli", "fullScope": false, "model": "~anthropic/claude-haiku-latest" }, { "id": "deccf1bb27e4d32a", "name": "store-actors · claude-haiku-4.5 · 2026-10-09 04:00 · schedule · l8bln", "startTime": "2026-10-09T04:00:37.713Z", "itemCount": 61, "trigger": "schedule", "fullScope": true, "model": "~anthropic/claude-haiku-latest" }, { "id": "0ed932e65e8b50b3", "name": "store-actors · claude-haiku-4.5 · 2026-10-09 04:17 · schedule · l8bln", "startTime": "2026-10-09T04:17:48.166Z", "itemCount": 61, "trigger": "schedule", "fullScope": true, "model": "~anthropic/claude-haiku-latest" }, { "id": "3beec035fcb998d8", "name": "store-actors · claude-haiku-4.5 · 2026-10-10 04:00 · schedule · 0b6jl", "startTime": "2026-10-10T04:00:41.012Z", "itemCount": 61, "trigger": "schedule", "fullScope": true, "model": "~anthropic/claude-haiku-latest" }, { "id": "e460138b08171c43", "name": "store-actors · claude-haiku-4.5 · 2026-10-11 04:00 · schedule · ntbvr", "startTime": "2026-10-11T04:00:52.272Z", "itemCount": 61, "trigger": "schedule", "fullScope": true, "model": "~anthropic/claude-haiku-latest" }, { "id": "0d3a181e30f5b74a", "name": "store-actors · claude-haiku-4.5 · 2026-10-12 04:01 · schedule · qgcww", "startTime": "2026-10-12T04:01:01.250Z", "itemCount": 55, "trigger": "schedule", "fullScope": true, "model": "~anthropic/claude-haiku-latest" }, { "id": "e62f59720d711760", "name": "store-actors · claude-haiku-4.5 · 2026-10-12 04:15 · schedule · qgcww", "startTime": "2026-10-12T04:15:35.560Z", "itemCount": 61, "trigger": "schedule", "fullScope": true, "model": "~anthropic/claude-haiku-latest" }, { "id": "c850077c9f2b95a3", "name": "store-actors · claude-haiku-4.5 · 2026-10-13 04:01 · schedule · d5xtm", "startTime": "2026-10-13T04:01:01.925Z", "itemCount": 52, "trigger": "schedule", "fullScope": true, "model": "~anthropic/claude-haiku-latest" }, { "id": "40df727769f50bf6", "name": "store-actors · claude-haiku-4.5 · 2026-10-13 04:15 · schedule · d5xtm", "startTime": "2026-10-13T04:15:43.888Z", "itemCount": 61, "trigger": "schedule", "fullScope": true, "model": "~anthropic/claude-haiku-latest" }, { "id": "b4b5c44a468b047a", "name": "store-actors · claude-haiku-4.5 · 2026-10-14 04:01 · schedule · x4lci", "startTime": "2026-10-14T04:01:04.053Z", "itemCount": 61, "trigger": "schedule", "fullScope": true, "model": "~anthropic/claude-haiku-latest" }, { "id": "e434ac968e20d006", "name": "store-actors · claude-haiku-4.5 · 2026-10-15 04:01 · schedule · tbghe", "startTime": "2026-10-15T04:01:16.165Z", "itemCount": 61, "trigger": "schedule", "fullScope": true, "model": "~anthropic/claude-haiku-latest" }, { "id": "a12bc148cf59a07c", "name": "store-actors · claude-haiku-4.5 · 2026-10-15 11:08 · api · 3hoxj", "startTime": "2026-10-15T11:08:17.240Z", "itemCount": 61, "trigger": "api", "fullScope": true, "model": "~anthropic/claude-haiku-latest" }, { "id": "e975646afa68041e", "name": "store-actors · claude-haiku-4.5 · subject:crawler-google-places limit:1 · 2026-10-15 11:36 · api · pants", "startTime": "2026-10-15T11:36:33.469Z", "itemCount": 1, "trigger": "api", "fullScope": false, "model": "~anthropic/claude-haiku-latest" }, { "id": "dab339877f1d46d1", "name": "store-actors · claude-haiku-4.5 · subject:crawler-google-places limit:1 · 2026-10-15 11:36 · api · 0cgva", "startTime": "2026-10-15T11:36:33.771Z", "itemCount": 1, "trigger": "api", "fullScope": false, "model": "~anthropic/claude-haiku-latest" }, { "id": "05f7c496463a2718", "name": "store-actors · claude-haiku-4.5 · subject:crawler-google-places limit:1 · 2026-10-15 11:36 · api · p7tyy", "startTime": "2026-10-15T11:36:33.807Z", "itemCount": 1, "trigger": "api", "fullScope": false, "model": "~anthropic/claude-haiku-latest" }, { "id": "938afbaa6df6afc1", "name": "store-actors · claude-haiku-4.5 · subject:crawler-google-places limit:1 · 2026-10-15 11:36 · api · hbebm", "startTime": "2026-10-15T11:36:36.792Z", "itemCount": 1, "trigger": "api", "fullScope": false, "model": "~anthropic/claude-haiku-latest" }, { "id": "c074abf8eed19e3f", "name": "store-actors · claude-haiku-4.5 · subject:crawler-google-places limit:1 · 2026-10-15 11:36 · api · vvnry", "startTime": "2026-10-15T11:36:37.398Z", "itemCount": 1, "trigger": "api", "fullScope": false, "model": "~anthropic/claude-haiku-latest" }, { "id": "d16f872efe77a990", "name": "store-actors · claude-haiku-4.5 · subject:crawler-google-places limit:1 · 2026-10-15 11:36 · api · k8k6s", "startTime": "2026-10-15T11:36:46.781Z", "itemCount": 1, "trigger": "api", "fullScope": false, "model": "~anthropic/claude-haiku-latest" }, { "id": "740200aa66b26ac6", "name": "store-actors · claude-haiku-4.5 · subject:crawler-google-places limit:1 · 2026-10-15 11:38 · api · ikmlw", "startTime": "2026-10-15T11:38:11.160Z", "itemCount": 1, "trigger": "api", "fullScope": false, "model": "~anthropic/claude-haiku-latest" }, { "id": "46e2537a1c7a7137", "name": "store-actors · claude-haiku-4.5 · subject:crawler-google-places limit:1 · 2026-10-15 11:38 · api · ipvn3", "startTime": "2026-10-15T11:38:14.785Z", "itemCount": 1, "trigger": "api", "fullScope": false, "model": "~anthropic/claude-haiku-latest" }, { "id": "853e4392dac830ec", "name": "store-actors · claude-haiku-4.5 · subject:crawler-google-places limit:1 · 2026-10-15 11:38 · api · 8sbap", "startTime": "2026-10-15T11:38:15.146Z", "itemCount": 1, "trigger": "api", "fullScope": false, "model": "~anthropic/claude-haiku-latest" }, { "id": "bee598f5314a9d0e", "name": "store-actors · claude-haiku-4.5 · subject:crawler-google-places limit:1 · 2026-10-15 11:38 · api · 5m74u", "startTime": "2026-10-15T11:38:24.545Z", "itemCount": 1, "trigger": "api", "fullScope": false, "model": "~anthropic/claude-haiku-latest" }, { "id": "5849094f23aaba21", "name": "store-actors · claude-haiku-4.5 · subject:crawler-google-places limit:1 · 2026-10-15 11:47 · api · mb1ku", "startTime": "2026-10-15T11:47:49.975Z", "itemCount": 1, "trigger": "api", "fullScope": false, "model": "~anthropic/claude-haiku-latest" }, { "id": "61335d96ec374482", "name": "store-actors · claude-haiku-4.5 · subject:crawler-google-places limit:1 · 2026-10-15 11:47 · api · nmc2q", "startTime": "2026-10-15T11:47:54.592Z", "itemCount": 1, "trigger": "api", "fullScope": false, "model": "~anthropic/claude-haiku-latest" }, { "id": "7f1fdeab2df2b1a1", "name": "store-actors · claude-haiku-4.5 · subject:crawler-google-places limit:1 · 2026-10-15 11:47 · api · fdar4", "startTime": "2026-10-15T11:47:56.174Z", "itemCount": 1, "trigger": "api", "fullScope": false, "model": "~anthropic/claude-haiku-latest" }, { "id": "ad9380dc398c0cec", "name": "store-actors · claude-sonnet-5 · subject:crawler-google-places limit:1 · 2026-10-15 11:48 · api · gygd3", "startTime": "2026-10-15T11:48:21.114Z", "itemCount": 1, "trigger": "api", "fullScope": false, "model": "anthropic/claude-sonnet-5" }, { "id": "e103d4a9e54d46e2", "name": "store-actors · kimi-k2.5 · subject:crawler-google-places limit:1 · 2026-10-15 11:48 · api · hqvhr", "startTime": "2026-10-15T11:48:22.340Z", "itemCount": 1, "trigger": "api", "fullScope": false, "model": "moonshotai/kimi-k2.5" }, { "id": "0852720292bf7a83", "name": "store-actors · deepseek-v4-pro · subject:crawler-google-places limit:1 · 2026-10-15 11:48 · api · f7pkm", "startTime": "2026-10-15T11:48:22.805Z", "itemCount": 1, "trigger": "api", "fullScope": false, "model": "deepseek/deepseek-v4-pro" }, { "id": "f26f801eb969158c", "name": "store-actors · deepseek-chat · subject:crawler-google-places limit:1 · 2026-10-15 11:51 · api · 1rtz0", "startTime": "2026-10-15T11:51:20.564Z", "itemCount": 1, "trigger": "api", "fullScope": false, "model": "deepseek/deepseek-chat" }, { "id": "aa64a3b1611f2ae6", "name": "store-actors · gpt-5.4-mini · subject:crawler-google-places limit:1 · 2026-10-15 11:51 · api · 2ohe2", "startTime": "2026-10-15T11:51:21.414Z", "itemCount": 1, "trigger": "api", "fullScope": false, "model": "openai/gpt-5.4-mini" }, { "id": "c89120fd93e0b687", "name": "store-actors · glm-5 · subject:crawler-google-places limit:1 · 2026-10-15 11:51 · api · yyasz", "startTime": "2026-10-15T11:51:23.213Z", "itemCount": 1, "trigger": "api", "fullScope": false, "model": "z-ai/glm-5" }, { "id": "191120407c08a824", "name": "store-actors · gpt-5.4 · subject:crawler-google-places limit:1 · 2026-10-15 11:51 · api · ktuek", "startTime": "2026-10-15T11:51:23.917Z", "itemCount": 1, "trigger": "api", "fullScope": false, "model": "openai/gpt-5.4" }, { "id": "56345f6a926512e6", "name": "store-actors · deepseek-v4-flash · subject:crawler-google-places limit:1 · 2026-10-15 11:51 · api · ilgxa", "startTime": 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